From be18ac8580386ce8e3e8c021fffb8504a2a8f921 Mon Sep 17 00:00:00 2001
From: Ian <94922205+SoggyRhino@users.noreply.github.com>
Date: Mon, 4 Aug 2025 02:15:35 -0500
Subject: [PATCH 1/5] Add unit tests for gradeLoader and profileLoader -
testdata - added a new case that had grade dist data
- gradeLoader.go
- changed setting of GradeMap to match loadProfiles
- added error return type
- removed panic
- removed seperated logging for grades
- fixed bug where log dir was hard coded
- changed loop to use os.ReadDir
- csv to map
- moved file io into (fix defer in loop issue)
- added error return type/ remove panic
- clean up
- main.go
- changed mkdir to mkdir All for logging dir
- use time.format instead of fmt
- changed log panic on bad flags to log fatal
- methods.go
- moved Unmarshall File from parser_test.go
- parser_test.go
- moved testCourses,testSections and testProfessors from validator_test.go
- added loading of above to TestMain
- added gradeLoading
- changed key for outputSections (fixed collision issue when parsing mulitple semesters)
- added util functions FailTestIfNoPanic and FailTestIfPanic
- profileLoader.go
- changed to use Unmarshall file / cleanup json decoding
- added error return type
- sectionParser_test.go
- updated to use new helper functions for panics
- validator.go
- minor change to logging to remove \n
- validator_test.go
- moved init and globals to parser_test.go
- updated functions not use logs check success
- updated functions that use indexMap to be work without it
- this was causing tests to fail when /testdata what regenerated
- added parallel calls
- build.bat
- gofmt formats recursively so we don't need ./... just ./
- this was causing it to try to format other my other go projects
- goimports is the same
---
.github/workflows/deploy.yml | 15 +-
Dockerfile | 6 +-
build.bat | 4 +-
main.go | 16 +-
parser/courseParser_test.go | 33 +-
parser/gradeLoader.go | 110 ++---
parser/gradeLoader_test.go | 115 +++++
parser/parser.go | 37 +-
parser/parser_test.go | 111 +++--
parser/profileLoader.go | 42 +-
parser/profileLoader_test.go | 11 +
parser/sectionParser_test.go | 28 +-
parser/testdata/case_000/classInfo.json | 6 +-
parser/testdata/case_000/course.json | 4 +-
parser/testdata/case_000/input.html | 411 +++++++++--------
parser/testdata/case_000/professors.json | 33 +-
parser/testdata/case_000/section.json | 64 +--
parser/testdata/case_001/classInfo.json | 6 +-
parser/testdata/case_001/course.json | 4 +-
parser/testdata/case_001/input.html | 410 ++++++++---------
parser/testdata/case_001/professors.json | 20 +-
parser/testdata/case_001/section.json | 18 +-
parser/testdata/case_002/classInfo.json | 6 +-
parser/testdata/case_002/course.json | 16 +-
parser/testdata/case_002/input.html | 404 ++++++++---------
parser/testdata/case_002/professors.json | 33 +-
parser/testdata/case_002/section.json | 38 +-
parser/testdata/case_003/classInfo.json | 14 +-
parser/testdata/case_003/course.json | 26 +-
parser/testdata/case_003/input.html | 50 ++-
parser/testdata/case_003/professors.json | 10 +-
parser/testdata/case_003/section.json | 37 +-
parser/testdata/case_004/classInfo.json | 18 +-
parser/testdata/case_004/course.json | 30 +-
parser/testdata/case_004/input.html | 386 ++++++++--------
parser/testdata/case_004/professors.json | 24 +-
parser/testdata/case_004/section.json | 18 +-
parser/testdata/case_005/classInfo.json | 8 +-
parser/testdata/case_005/course.json | 14 +-
parser/testdata/case_005/input.html | 392 ++++++++---------
parser/testdata/case_005/section.json | 27 +-
parser/testdata/case_006/classInfo.json | 14 +
parser/testdata/case_006/course.json | 25 ++
parser/testdata/case_006/input.html | 219 ++++++++++
parser/testdata/case_006/professors.json | 1 +
parser/testdata/case_006/section.json | 51 +++
parser/testdata/courses.json | 69 +--
parser/testdata/professors.json | 41 +-
parser/testdata/sections.json | 189 +++++---
parser/validator.go | 18 +-
parser/validator_test.go | 532 ++++++++---------------
runners/daily.sh | 10 +
deploy.sh => runners/setup.sh | 12 +-
scrapers/calendar.go | 450 +++++++------------
utils/methods.go | 20 +
55 files changed, 2473 insertions(+), 2233 deletions(-)
create mode 100644 parser/gradeLoader_test.go
create mode 100644 parser/profileLoader_test.go
create mode 100644 parser/testdata/case_006/classInfo.json
create mode 100644 parser/testdata/case_006/course.json
create mode 100644 parser/testdata/case_006/input.html
create mode 100644 parser/testdata/case_006/professors.json
create mode 100644 parser/testdata/case_006/section.json
create mode 100644 runners/daily.sh
rename deploy.sh => runners/setup.sh (54%)
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 833503d..6530729 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -3,6 +3,7 @@
name: Deploy
on:
+ workflow_dispatch:
push:
branches: develop
@@ -38,18 +39,18 @@ jobs:
uses: docker/build-push-action@v6
with:
push: true
- tags: us-central1-docker.pkg.dev/api-tools-451421/runners/daily-update-events
+ tags: us-central1-docker.pkg.dev/api-tools-451421/runners/runner
- - name: Upload to dev job
+ - name: Upload to daily dev job
uses: google-github-actions/deploy-cloudrun@v2
with:
- job: 'daily-update-events-dev'
- image: 'us-central1-docker.pkg.dev/api-tools-451421/runners/daily-update-events'
+ job: 'daily-dev'
+ image: 'us-central1-docker.pkg.dev/api-tools-451421/runners/runner'
region: us-central1
- - name: Upload to prod job
+ - name: Upload to daily prod job
uses: google-github-actions/deploy-cloudrun@v2
with:
- job: 'daily-update-events-prod'
- image: 'us-central1-docker.pkg.dev/api-tools-451421/runners/daily-update-events'
+ job: 'daily-prod'
+ image: 'us-central1-docker.pkg.dev/api-tools-451421/runners/runner'
region: us-central1
diff --git a/Dockerfile b/Dockerfile
index a4bdc4c..7c907c9 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -25,7 +25,7 @@ ENV GOOGLE_CHROME_BIN /usr/bin/chromium # Also set this for compatibility
# Copy build file from builder
COPY --from=builder /app/api-tools /app/api-tools
-COPY deploy.sh /app/deploy.sh
+COPY runners /app/runners
-RUN chmod +x /app/deploy.sh
-ENTRYPOINT ["/app/deploy.sh"]
+RUN chmod +x /app/runners/setup.sh
+ENTRYPOINT ["/app/runners/setup.sh"]
diff --git a/build.bat b/build.bat
index 9a8003a..034c6b9 100644
--- a/build.bat
+++ b/build.bat
@@ -24,8 +24,8 @@ echo Performing checks...
go mod tidy && ^
go vet ./... && ^
staticcheck ./... && ^
-gofmt -w ./.. && ^
-goimports -w ./..
+gofmt -w ./ && ^
+goimports -w ./
if ERRORLEVEL 1 exit /b %ERRORLEVEL% :: fail if error occurred
echo Checks done!
if %skip%==1 exit
diff --git a/main.go b/main.go
index 5df58b7..ddabecf 100644
--- a/main.go
+++ b/main.go
@@ -2,9 +2,9 @@ package main
import (
"flag"
- "fmt"
"log"
"os"
+ "path/filepath"
"time"
"github.com/UTDNebula/api-tools/parser"
@@ -68,19 +68,15 @@ func main() {
// Make log dir if it doesn't already exist
if _, err := os.Stat(*logDir); err != nil {
- os.Mkdir(*logDir, os.ModePerm)
+ os.MkdirAll(*logDir, os.ModePerm)
}
// Make new log file for this session using timestamp
- dateTime := time.Now()
- year, month, day := dateTime.Date()
- hour, min, sec := dateTime.Clock()
- logFile, err := os.Create(fmt.Sprintf("./logs/%d-%d-%dT%d-%d-%d.log", month, day, year, hour, min, sec))
-
+ logFileName := time.Now().Format("01-02-2006T15-04-05.log")
+ logFile, err := os.Create(filepath.Join(*logDir, logFileName))
if err != nil {
log.Fatal(err)
}
-
defer logFile.Close()
// Set logging output destination to a SplitWriter that writes to both the log file and stdout
log.SetOutput(utils.NewSplitWriter(logFile, os.Stdout))
@@ -100,7 +96,7 @@ func main() {
scrapers.ScrapeProfiles(*outDir)
case *scrapeCoursebook:
if *term == "" {
- log.Panic("No term specified for coursebook scraping! Use -term to specify.")
+ log.Fatal("No term specified for coursebook scraping! Use -term to specify.")
}
scrapers.ScrapeCoursebook(*term, *startPrefix, *outDir)
case *scrapeOrganizations:
@@ -114,7 +110,7 @@ func main() {
case *mapFlag:
scrapers.ScrapeMapLocations(*outDir)
default:
- log.Panic("You must specify which type of scraping you would like to perform with one of the scraping flags!")
+ log.Fatal("You must specify which type of scraping you would like to perform with one of the scraping flags!")
}
case *parse:
switch {
diff --git a/parser/courseParser_test.go b/parser/courseParser_test.go
index 0bc22a3..aebb2ec 100644
--- a/parser/courseParser_test.go
+++ b/parser/courseParser_test.go
@@ -66,18 +66,11 @@ func TestGetCatalogYear(t *testing.T) {
t.Run(name, func(t *testing.T) {
t.Parallel()
- defer func() {
- // Test fails if we panic when we didn't want to or didn't when we did
- if rec := recover(); rec != nil {
- if !testCase.Panic {
- t.Errorf("unexpected panic for session %q: %v", testCase.Session.Name, rec)
- }
- } else {
- if testCase.Panic {
- t.Errorf("expected panic for session %q but got none", testCase.Session.Name)
- }
- }
- }()
+ if testCase.Panic {
+ defer FailTestIfNoPanic(t, name)
+ } else {
+ defer FailTestIfPanic(t, name)
+ }
// only call if we *expect* it to succeed
output := getCatalogYear(testCase.Session)
@@ -133,17 +126,11 @@ func TestGetPrefixAndCourseNum(t *testing.T) {
for name, testCase := range testCases {
t.Run(name, func(t *testing.T) {
- defer func() {
- if r := recover(); r != nil {
- if !testCase.Panic {
- t.Errorf("unexpected panic for input %q: %v", name, r)
- }
- } else {
- if testCase.Panic {
- t.Errorf("expected panic for input %q but none occurred", name)
- }
- }
- }()
+ if testCase.Panic {
+ defer FailTestIfNoPanic(t, name)
+ } else {
+ defer FailTestIfPanic(t, name)
+ }
prefix, number := getPrefixAndNumber(testCase.ClassInfo)
diff --git a/parser/gradeLoader.go b/parser/gradeLoader.go
index aad3004..492e857 100644
--- a/parser/gradeLoader.go
+++ b/parser/gradeLoader.go
@@ -10,69 +10,48 @@ import (
"strings"
)
-func loadGrades(csvDir string) map[string]map[string][]int {
+func loadGrades(csvDir string) error {
+ log.Print("Beginning grades loading.")
// MAP[SEMESTER] -> MAP[SUBJECT + NUMBER + SECTION] -> GRADE DISTRIBUTION
- gradeMap := make(map[string]map[string][]int)
+ GradeMap = make(map[string]map[string][]int)
- if csvDir == "" {
- log.Print("No grade data CSV directory specified. Grade data will not be included.")
- return gradeMap
- }
-
- dirPtr, err := os.Open(csvDir)
- if err != nil {
- panic(err)
- }
- defer dirPtr.Close()
-
- csvFiles, err := dirPtr.ReadDir(-1)
+ dir, err := os.ReadDir(csvDir)
if err != nil {
- panic(err)
+ return fmt.Errorf("failed to read grade directory %q: %v", csvDir, err)
}
- for _, csvEntry := range csvFiles {
-
- if csvEntry.IsDir() {
+ for _, entry := range dir {
+ if entry.IsDir() {
continue
}
- csvPath := fmt.Sprintf("%s/%s", csvDir, csvEntry.Name())
-
- csvFile, err := os.Open(csvPath)
+ result, err := csvToMap(filepath.Join(csvDir, entry.Name()))
if err != nil {
- panic(err)
- }
- defer csvFile.Close()
-
- // Create logs directory
- if _, err := os.Stat("./logs/grades"); err != nil {
- os.Mkdir("./logs/grades", os.ModePerm)
+ return fmt.Errorf("failed to process grade file %q: %v", entry.Name(), err)
}
+ session := strings.TrimSuffix(entry.Name(), ".csv")
+ GradeMap[session] = result
+ }
- // Create log file [name of csv].log in logs directory
- basePath := filepath.Base(csvPath)
- csvName := strings.TrimSuffix(basePath, filepath.Ext(basePath))
- logFile, err := os.Create("./logs/grades/" + csvName + ".log")
+ log.Print("Finished loading grades!")
+ return nil
+}
- if err != nil {
- log.Panic("Could not create CSV log file.")
- }
- defer logFile.Close()
+func csvToMap(csvFilePath string) (map[string][]int, error) {
+ distroMap := make(map[string][]int)
- // Put data from csv into map
- gradeMap[csvName] = csvToMap(csvFile, logFile)
+ csvFile, err := os.Open(csvFilePath)
+ if err != nil {
+ return map[string][]int{}, fmt.Errorf("failed to open file: %w", err)
}
+ defer csvFile.Close()
- return gradeMap
-}
-
-func csvToMap(csvFile *os.File, logFile *os.File) map[string][]int {
- reader := csv.NewReader(csvFile)
- records, err := reader.ReadAll() // records is [][]strings
+ records, err := csv.NewReader(csvFile).ReadAll() // records is [][]strings
if err != nil {
- log.Panicf("Error parsing %s: %s", csvFile.Name(), err.Error())
+ return map[string][]int{}, fmt.Errorf("failed to parse CSV data: %w", err)
}
+
// look for the subject column and w column
subjectCol := -1
catalogNumberCol := -1
@@ -82,18 +61,18 @@ func csvToMap(csvFile *os.File, logFile *os.File) map[string][]int {
headerRow := records[0]
- for j := 0; j < len(headerRow); j++ {
- switch {
- case headerRow[j] == "Subject":
- subjectCol = j
- case headerRow[j] == "Catalog Number" || headerRow[j] == "Catalog Nbr":
- catalogNumberCol = j
- case headerRow[j] == "Section":
- sectionCol = j
- case headerRow[j] == "W" || headerRow[j] == "Total W" || headerRow[j] == "W Total":
- wCol = j
- case headerRow[j] == "A+":
- aPlusCol = j
+ for i, header := range headerRow {
+ switch header {
+ case "Subject":
+ subjectCol = i
+ case "Catalog Number", "Catalog Nbr":
+ catalogNumberCol = i
+ case "Section":
+ sectionCol = i
+ case "W", "Total W", "W Total":
+ wCol = i
+ case "A+":
+ aPlusCol = i
}
if wCol == -1 || subjectCol == -1 || catalogNumberCol == -1 || sectionCol == -1 || aPlusCol == -1 {
continue
@@ -103,28 +82,21 @@ func csvToMap(csvFile *os.File, logFile *os.File) map[string][]int {
}
if wCol == -1 {
- logFile.WriteString("could not find W column")
//log.Panicf("could not find W column")
}
if sectionCol == -1 {
- logFile.WriteString("could not find Section column")
- log.Panicf("could not find Section column")
+ return map[string][]int{}, fmt.Errorf("could not find Section column")
}
if subjectCol == -1 {
- logFile.WriteString("could not find Subject column")
- log.Panicf("could not find Subject column")
+ return map[string][]int{}, fmt.Errorf("could not find Subject column")
}
if catalogNumberCol == -1 {
- logFile.WriteString("could not find catalog # column")
- log.Panicf("could not find catalog # column")
+ return map[string][]int{}, fmt.Errorf("could not find catalog # column")
}
if aPlusCol == -1 {
- logFile.WriteString("could not find A+ column")
- log.Panicf("could not find A+ column")
+ return map[string][]int{}, fmt.Errorf("could not find A+ column")
}
- distroMap := make(map[string][]int)
-
for _, record := range records {
// convert grade distribution from string to int
intSlice := [14]int{}
@@ -143,5 +115,5 @@ func csvToMap(csvFile *os.File, logFile *os.File) map[string][]int {
distroKey := record[subjectCol] + record[catalogNumberCol] + trimmedSectionNumber
distroMap[distroKey] = intSlice[:]
}
- return distroMap
+ return distroMap, nil
}
diff --git a/parser/gradeLoader_test.go b/parser/gradeLoader_test.go
new file mode 100644
index 0000000..96e6981
--- /dev/null
+++ b/parser/gradeLoader_test.go
@@ -0,0 +1,115 @@
+package parser
+
+import (
+ "encoding/csv"
+ "fmt"
+ "os"
+ "path/filepath"
+ "testing"
+
+ "github.com/google/go-cmp/cmp"
+)
+
+var csvHeader = []string{
+ "Instructor 1", "Instructor 2", "Instructor 3", "Instructor 4", "Instructor 5", "Instructor 6", "Subject",
+ "Catalog Nbr", "Section", "A+", "A", "A-", "B+", "B", "B-", "C+", "C", "C-", "D+", "D", "D-", "F", "NF",
+ "CR", "I", "NC", "P", "W",
+}
+
+func TestCsvToMap(t *testing.T) {
+ t.Parallel()
+ tempDir := t.TempDir()
+
+ cases := map[string]struct {
+ subject string
+ catalogNumber string
+ sectionNumber string
+ key string
+ gradesInput []string
+ grades []int
+ }{
+ "case_001": {
+ subject: "ECS",
+ catalogNumber: "2301",
+ sectionNumber: "001",
+ key: "ECS23011",
+ gradesInput: []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13"},
+ grades: []int{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13},
+ },
+ "case_002": {
+ subject: "CS",
+ catalogNumber: "1337",
+ sectionNumber: "001",
+ key: "CS13371", // Test empty grade fields
+ gradesInput: []string{"", "", "", "", "", "", "", "", "", "", "", "", "", ""},
+ grades: []int{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
+ },
+ "case_003": {
+ subject: "MTHE",
+ catalogNumber: "5V06",
+ sectionNumber: "5H2", // Test non integer section
+ key: "MTHE5V065H2",
+ gradesInput: []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13"},
+ grades: []int{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13},
+ },
+ }
+
+ for name, testCase := range cases {
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+ fileName := filepath.Join(tempDir, fmt.Sprintf("%s.csv", name))
+
+ if err := buildCsv(t, fileName, testCase.subject, testCase.catalogNumber, testCase.sectionNumber, testCase.gradesInput); err != nil {
+ t.Errorf("failed to build csv file %v", err)
+ }
+
+ output, err := csvToMap(fileName)
+ if err != nil {
+ t.Errorf("failed to convert CSV to map: %v", err)
+ }
+
+ if result, ok := output[testCase.key]; !ok {
+ t.Errorf("failed to find key %s in output", testCase.key)
+ } else {
+ // check to see that the output contains the correct data for grades
+ // 0-13 is the best test since it helps show if the offset is wrong
+ diff := cmp.Diff(result, testCase.grades)
+
+ if diff != "" {
+ t.Errorf("result mismatch (-want +got):\n%s", diff)
+ }
+
+ }
+
+ })
+ }
+
+}
+
+func buildCsv(t *testing.T, fileName string, subject string, catalogNumber string, sectionNumber string, gradesInput []string) error {
+ t.Helper()
+ file, err := os.Create(fileName)
+ if err != nil {
+ return fmt.Errorf("cannot create test file %s: %v", fileName, err)
+ }
+ writer := csv.NewWriter(file)
+
+ if err = writer.Write(csvHeader); err != nil {
+ return fmt.Errorf("cannot write to file %s : %v", fileName, err)
+ }
+
+ line := make([]string, 0, 28)
+ line = append(line, "", "", "", "", "", "", subject, catalogNumber, sectionNumber)
+ line = append(line, gradesInput[0:13]...)
+ line = append(line, "", "", "", "", "", gradesInput[13])
+
+ if err = writer.Write(line); err != nil {
+ return fmt.Errorf("cannot write to file %s : %v", fileName, err)
+ }
+
+ writer.Flush()
+ if err := writer.Error(); err != nil {
+ return fmt.Errorf("error flushing writer: %w", err)
+ }
+ return file.Close()
+}
diff --git a/parser/parser.go b/parser/parser.go
index 82b1d08..72b4c02 100644
--- a/parser/parser.go
+++ b/parser/parser.go
@@ -39,22 +39,24 @@ var (
timeLocation, timeError = time.LoadLocation("America/Chicago")
)
-// Parse Externally exposed parse function
-func Parse(inDir string, outDir string, csvPath string, skipValidation bool) {
-
- // Panic if timeLocation didn't load properly
+func init() {
+ // Check that timeLocation loaded properly
if timeError != nil {
- panic(timeError)
+ log.Fatalf("Time Location failed with error: %v", timeError)
}
+}
- // Load grade data from csv in advance
- GradeMap = loadGrades(csvPath)
- if len(GradeMap) != 0 {
- log.Printf("Loaded grade distributions for %d semesters.", len(GradeMap))
+// Parse Externally exposed parse function
+func Parse(inDir string, outDir string, csvPath string, skipValidation bool) {
+ if err := loadGrades(csvPath); err != nil {
+ log.Printf("Grade loading failed: %v", err)
+ log.Print("Couldn't find/open grade data. Skipping grade load.")
}
- // Try to load any existing profile data
- loadProfiles(inDir)
+ if err := loadProfiles(inDir); err != nil {
+ log.Printf("Profile loading failed: %v", err)
+ log.Print("Couldn't find/open profiles.json in the input directory. Skipping profile load.")
+ }
// Find paths of all scraped data
paths := utils.GetAllFilesWithExtension(inDir, ".html")
@@ -69,9 +71,9 @@ func Parse(inDir string, outDir string, csvPath string, skipValidation bool) {
parse(path)
}
- log.Printf("\nParsing complete. Created %d courses, %d sections, and %d professors.", len(Courses), len(Sections), len(Professors))
+ log.Printf("Parsing complete. Created %d courses, %d sections, and %d professors.", len(Courses), len(Sections), len(Professors))
- log.Print("\nParsing course requisites...")
+ log.Print("Parsing course requisites...")
// Initialize matchers at runtime for requisite parsing; this is necessary to avoid circular reference errors with compile-time initialization
initMatchers()
@@ -82,15 +84,14 @@ func Parse(inDir string, outDir string, csvPath string, skipValidation bool) {
log.Print("Finished parsing course requisites!")
if !skipValidation {
- log.Print("\nStarting validation stage...")
+ log.Print("Starting validation stage...")
validate()
- log.Print("\nValidation complete!")
+ log.Print("Validation complete!")
}
// Make outDir if it doesn't already exist
- err := os.MkdirAll(outDir, 0777)
- if err != nil {
- panic(err)
+ if err := os.MkdirAll(outDir, 0777); err != nil {
+ log.Fatalf("Error creating output directory: %v", err)
}
// Write validated data to output files
diff --git a/parser/parser_test.go b/parser/parser_test.go
index 95ccf86..bf9de47 100644
--- a/parser/parser_test.go
+++ b/parser/parser_test.go
@@ -30,11 +30,16 @@ type TestData struct {
Professors []schema.Professor
}
-// testData global dictionary containing the data from /testdata by folder name
-var testData map[string]TestData
+// testData global dictionary containing the data from /testdata/coursebook by folder name
+var (
+ testData map[string]TestData
+ testCourses []schema.Course
+ testSections []schema.Section
+ testProfessors []schema.Professor
+)
// TestMain entry point for all tests in the parser package.
-// The function will load `./testdata` into memory before running
+// The function will load `/testdata/coursebook` into memory before running
// the tests so that test can run in parallel.
//
// You can optionally provide the flag `update`, which will run
@@ -57,7 +62,7 @@ func TestMain(m *testing.M) {
}
testData = make(map[string]TestData)
- dir, err := os.ReadDir("testdata")
+ dir, err := os.ReadDir("testdata/")
if err != nil {
log.Fatalf("Failed to load testdata: %v", err)
}
@@ -71,6 +76,19 @@ func TestMain(m *testing.M) {
}
}
+ testCourses, err = utils.UnmarshallFile[[]schema.Course]("./testdata/courses.json")
+ if err != nil {
+ log.Fatalf("Failed to load courses: %v", err)
+ }
+ testSections, err = utils.UnmarshallFile[[]schema.Section]("./testdata/sections.json")
+ if err != nil {
+ log.Fatalf("Failed to load sections: %v", err)
+ }
+ testProfessors, err = utils.UnmarshallFile[[]schema.Professor]("./testdata/professors.json")
+ if err != nil {
+ log.Fatalf("Failed to load professors: %v", err)
+ }
+
os.Exit(m.Run())
}
@@ -86,19 +104,19 @@ func loadTest(dir string) (result TestData, err error) {
}
result.Input = string(htmlBytes)
result.RowInfo = getRowInfo(doc)
- result.Section, err = unmarshallFile[schema.Section](fmt.Sprintf("testdata/%s/section.json", dir))
+ result.Section, err = utils.UnmarshallFile[schema.Section](fmt.Sprintf("testdata/%s/section.json", dir))
if err != nil {
return
}
- result.Course, err = unmarshallFile[schema.Course](fmt.Sprintf("testdata/%s/course.json", dir))
+ result.Course, err = utils.UnmarshallFile[schema.Course](fmt.Sprintf("testdata/%s/course.json", dir))
if err != nil {
return
}
- result.Professors, err = unmarshallFile[[]schema.Professor](fmt.Sprintf("testdata/%s/professors.json", dir))
+ result.Professors, err = utils.UnmarshallFile[[]schema.Professor](fmt.Sprintf("testdata/%s/professors.json", dir))
if err != nil {
return
}
- result.ClassInfo, err = unmarshallFile[map[string]string](fmt.Sprintf("testdata/%s/classInfo.json", dir))
+ result.ClassInfo, err = utils.UnmarshallFile[map[string]string](fmt.Sprintf("testdata/%s/classInfo.json", dir))
if err != nil {
return
}
@@ -120,7 +138,7 @@ func loadTest(dir string) (result TestData, err error) {
// - professors.json
//
// It also regenerates the cumulative JSONs (e.g., Courses.json) by running
-// Parse on the /testdata.
+// Parse on the /testdata/.
//
// The function creates the new testdata in a temp dir, then replaces the
// existing one atomically to avoid corruption. Duplicate inputs (based on
@@ -129,8 +147,14 @@ func loadTest(dir string) (result TestData, err error) {
// Errors may still occur while copying or deleting the testdata directory.
func updateTestData() error {
log.Printf("Updating test data for the given inputs")
- //doesn't do anything since there is no profile data
- loadProfiles("")
+
+ if err := loadGrades("../grade-data"); err != nil {
+ return fmt.Errorf("error loading grades: %v", err)
+ }
+
+ if err := loadProfiles(""); err != nil {
+ //return fmt.Errorf("error loading profiles: %v", err)
+ }
tempDir, err := os.MkdirTemp("", "testdata-*")
if err != nil {
@@ -139,10 +163,9 @@ func updateTestData() error {
defer os.RemoveAll(tempDir)
//Fill temp dir with all the test cases and expected values
-
duplicates := make(map[string]bool)
- for i, input := range utils.GetAllFilesWithExtension("testdata", ".html") {
+ for i, input := range utils.GetAllFilesWithExtension("testdata/", ".html") {
parse(input)
for _, course := range Courses {
@@ -158,7 +181,7 @@ func updateTestData() error {
hash := sha256.Sum256(htmlBytes)
hashStr := hex.EncodeToString(hash[:])
if duplicate := duplicates[hashStr]; duplicate {
- log.Printf("Duplicate test found %s, skipping\n", input)
+ log.Printf("Duplicate test found %s, skipping", input)
continue
} else {
duplicates[hashStr] = true
@@ -214,22 +237,19 @@ func updateTestData() error {
return fmt.Errorf("failed to write professors %v", err)
}
- //reset all the maps, this is important since we are depending on them to only contain the current set
+ //reset all the maps, this is important since we are depend on them to only contain the current set
clearGlobals()
}
//rerun parser to get Courses.json, Sections.json, Professors.json
-
- //Parse(tempDir, tempDir, "../grade-data", false)
- //Grade data isn't work with tests currently
- Parse(tempDir, tempDir, "", false)
+ Parse(tempDir, tempDir, "../grade-data", false)
//overwrite the current test data with the new data
- if err := os.RemoveAll("testdata"); err != nil {
+ if err := os.RemoveAll("testdata/"); err != nil {
return fmt.Errorf("failed to remove testdata: %v", err)
}
- if err := os.CopyFS("testdata", os.DirFS(tempDir)); err != nil {
+ if err := os.CopyFS("testdata/", os.DirFS(tempDir)); err != nil {
return fmt.Errorf("failed to copy testdata: %v", err)
}
@@ -248,36 +268,37 @@ func clearGlobals() {
}
func TestParse(t *testing.T) {
+ // make sure we are starting from a clean state
+ clearGlobals()
tempDir := t.TempDir()
- // todo fix grade data, csvPath = ./grade-data panics
- Parse("testdata", tempDir, "", false)
+ Parse("testdata/", tempDir, "../grade-data", false)
- OutputCourses, err := unmarshallFile[[]schema.Course](filepath.Join(tempDir, "courses.json"))
+ OutputCourses, err := utils.UnmarshallFile[[]schema.Course](filepath.Join(tempDir, "courses.json"))
if err != nil {
t.Errorf("failded to load output courses.json %v", err)
}
- OutputProfessors, err := unmarshallFile[[]schema.Professor](filepath.Join(tempDir, "professors.json"))
+ OutputProfessors, err := utils.UnmarshallFile[[]schema.Professor](filepath.Join(tempDir, "professors.json"))
if err != nil {
t.Errorf("failded to load output professors.json %v", err)
}
- OutputSections, err := unmarshallFile[[]schema.Section](filepath.Join(tempDir, "sections.json"))
+ OutputSections, err := utils.UnmarshallFile[[]schema.Section](filepath.Join(tempDir, "sections.json"))
if err != nil {
t.Errorf("failded to load output sections.json %v", err)
}
- ExpectedCourses, err := unmarshallFile[[]schema.Course](filepath.Join("testdata", "courses.json"))
+ ExpectedCourses, err := utils.UnmarshallFile[[]schema.Course](filepath.Join("testdata", "courses.json"))
if err != nil {
t.Errorf("failded to load expected courses.json %v", err)
}
- ExpectedProfessors, err := unmarshallFile[[]schema.Professor](filepath.Join("testdata", "professors.json"))
+ ExpectedProfessors, err := utils.UnmarshallFile[[]schema.Professor](filepath.Join("testdata", "professors.json"))
if err != nil {
t.Errorf("failded to load expected professors.json %v", err)
}
- ExpectedSections, err := unmarshallFile[[]schema.Section](filepath.Join("testdata", "sections.json"))
+ ExpectedSections, err := utils.UnmarshallFile[[]schema.Section](filepath.Join("testdata", "sections.json"))
if err != nil {
t.Errorf("failded to load expected sections.json %v", err)
}
@@ -423,14 +444,14 @@ func TestParse(t *testing.T) {
for _, section := range OutputSections {
//the ok shouldn't fail since this is after we checked all the courses
course := CoursesById[section.Course_reference]
- key := course.Course_number + course.Catalog_year + section.Section_number
+ key := course.Course_number + section.Section_number + section.Academic_session.Name
SectionsByKey[key] = section
}
for _, expectedSection := range ExpectedSections {
course := CoursesById[expectedSection.Course_reference]
- key := course.Course_number + course.Catalog_year + expectedSection.Section_number
+ key := course.Course_number + expectedSection.Section_number + expectedSection.Academic_session.Name
t.Run(key, func(t *testing.T) {
if outputSection, ok := SectionsByKey[key]; ok {
@@ -481,21 +502,6 @@ func TestParse(t *testing.T) {
}
}
-// unmarshallFile reads a JSON file from the given path and unmarshals it into type T.
-func unmarshallFile[T any](path string) (T, error) {
- var result T
-
- file, err := os.ReadFile(path)
- if err != nil {
- return result, fmt.Errorf("error reading file '%s': %w", path, err) // Wrap original error
- }
- if err = json.Unmarshal(file, &result); err != nil {
- return result, fmt.Errorf("error unmarshalling JSON from file '%s': %w", path, err) // Wrap original error
- }
-
- return result, nil
-}
-
func TestGetClassInfo(t *testing.T) {
t.Parallel()
@@ -587,3 +593,16 @@ func TestGetRowInfo(t *testing.T) {
})
}
}
+
+// utils
+func FailTestIfNoPanic(t *testing.T, name string) {
+ if r := recover(); r == nil {
+ t.Errorf("expected %s to panic but it did not", name)
+ }
+}
+
+func FailTestIfPanic(t *testing.T, name string) {
+ if r := recover(); r != nil {
+ t.Errorf("%s failed with error %v", name, r)
+ }
+}
diff --git a/parser/profileLoader.go b/parser/profileLoader.go
index 0d16aa7..11cf20e 100644
--- a/parser/profileLoader.go
+++ b/parser/profileLoader.go
@@ -1,51 +1,31 @@
package parser
import (
- "encoding/json"
"fmt"
"log"
- "os"
+ "github.com/UTDNebula/api-tools/utils"
"github.com/UTDNebula/nebula-api/api/schema"
)
-func loadProfiles(inDir string) {
- fptr, err := os.Open(fmt.Sprintf("%s/profiles.json", inDir))
+// loadProfiles loads file profiles.json from the inDir
+//
+// returns nil if profiles are loaded successfully
+func loadProfiles(inDir string) error {
+
+ profs, err := utils.UnmarshallFile[[]schema.Professor](fmt.Sprintf("%s/profiles.json", inDir))
if err != nil {
- log.Print("Couldn't find/open profiles.json in the input directory. Skipping profile load.")
- return
+ return fmt.Errorf("failed to load profiles.json : %v", err)
}
- decoder := json.NewDecoder(fptr)
-
log.Print("Beginning profile load.")
- // Read open bracket
- _, err = decoder.Token()
- if err != nil {
- panic(err)
- }
-
- // While the array contains values
- profileCount := 0
- for ; decoder.More(); profileCount++ {
- // Decode a professor
- var prof schema.Professor
- err := decoder.Decode(&prof)
- if err != nil {
- panic(err)
- }
+ for _, prof := range profs {
professorKey := prof.First_name + prof.Last_name
Professors[professorKey] = &prof
ProfessorIDMap[prof.Id] = professorKey
}
- // Read closing bracket
- _, err = decoder.Token()
- if err != nil {
- panic(err)
- }
-
- log.Printf("Loaded %d profiles!", profileCount)
- fptr.Close()
+ log.Printf("Loaded %d profiles!", len(profs))
+ return nil
}
diff --git a/parser/profileLoader_test.go b/parser/profileLoader_test.go
new file mode 100644
index 0000000..f75e3b3
--- /dev/null
+++ b/parser/profileLoader_test.go
@@ -0,0 +1,11 @@
+package parser
+
+import "testing"
+
+func TestProfileLoader(t *testing.T) {
+ t.Parallel()
+ tempDir := t.TempDir() //ensure file does not exist
+
+ defer FailTestIfPanic(t, t.Name())
+ _ = loadProfiles(tempDir)
+}
diff --git a/parser/sectionParser_test.go b/parser/sectionParser_test.go
index 100b431..7c06e91 100644
--- a/parser/sectionParser_test.go
+++ b/parser/sectionParser_test.go
@@ -48,11 +48,7 @@ func TestGetInternalClassAndCourseNum(t *testing.T) {
t.Run(name, func(t *testing.T) {
t.Parallel()
- defer func() {
- if r := recover(); r == nil {
- t.Errorf("expected panic for input %s but none occurred", fail)
- }
- }()
+ defer FailTestIfNoPanic(t, name)
getInternalClassAndCourseNum(fail)
})
@@ -112,11 +108,7 @@ func TestGetSectionNumber(t *testing.T) {
t.Run(name, func(t *testing.T) {
t.Parallel()
- defer func() {
- if r := recover(); r == nil {
- t.Errorf("expected panic for input %s but none occurred", fail)
- }
- }()
+ defer FailTestIfNoPanic(t, name)
getSectionNumber(fail)
})
@@ -252,17 +244,11 @@ func TestParseTimeOrPanic(t *testing.T) {
t.Run(name, func(t *testing.T) {
t.Parallel()
- defer func() {
- if r := recover(); r != nil {
- if !testCase.Panic {
- t.Errorf("unexpected panic for input %q: %v", testCase.Input, r)
- }
- } else {
- if testCase.Panic {
- t.Errorf("expected panic for input %q but none occurred", testCase.Input)
- }
- }
- }()
+ if testCase.Panic {
+ defer FailTestIfNoPanic(t, name)
+ } else {
+ defer FailTestIfPanic(t, name)
+ }
got := parseTimeOrPanic(testCase.Input)
if !testCase.Panic && !got.Equal(testCase.Expected) {
diff --git a/parser/testdata/case_000/classInfo.json b/parser/testdata/case_000/classInfo.json
index d548b8a..a35e4c9 100644
--- a/parser/testdata/case_000/classInfo.json
+++ b/parser/testdata/case_000/classInfo.json
@@ -3,12 +3,12 @@
"Activity Type:": "Lecture",
"Add Consent:": "No Consent",
"Class Level:": "Undergraduate",
- "Class Section:": "ACCT2301.003.25S",
- "Class/Course Number:": "27706 / 000061",
+ "Class Section:": "ACCT2301.001.24F",
+ "Class/Course Number:": "86942 / 000061",
"Grading:": "Graded - Undergraduate",
"How often a course is scheduled:": "Once Each Long Summer",
"Instruction Mode:": "Face-to-Face",
- "Orion Date/Time:": "2025-03-07 15:30:01",
+ "Orion Date/Time:": "2025-03-08 06:30:01",
"Semester Credit Hours:": "3",
"Session Type:": "Regular Academic Session"
}
diff --git a/parser/testdata/case_000/course.json b/parser/testdata/case_000/course.json
index 5e342be..f703e1a 100644
--- a/parser/testdata/case_000/course.json
+++ b/parser/testdata/case_000/course.json
@@ -1,5 +1,5 @@
{
- "_id": "67d07ee0c972c18731e23bd7",
+ "_id": "68903692769f7bf3a0a64c7f",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "67d07ee0c972c18731e23bd8"
+ "68903692769f7bf3a0a64c80"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/case_000/input.html b/parser/testdata/case_000/input.html
index 5f241a1..50bda41 100644
--- a/parser/testdata/case_000/input.html
+++ b/parser/testdata/case_000/input.html
@@ -1,221 +1,216 @@
-
-
-
-
-
-
- Course Title:
-
-
- Introductory Financial Accounting
-
-
-
-
- Class Info:
-
-
-
-
-
-
- Class Section:
-
-
- ACCT2301.003.25S
-
-
- Instruction Mode:
-
-
- Face-to-Face
-
-
-
-
- Class Level:
-
-
- Undergraduate
-
-
- Activity Type:
-
-
- Lecture
-
-
-
-
- Semester Credit Hours:
-
-
- 3
-
-
- Class/Course Number:
-
-
- 27706 / 000061
-
-
-
-
- Grading:
-
-
- Graded - Undergraduate
-
-
- Session Type:
-
-
- Regular Academic Session
-
-
-
-
- Add Consent:
-
-
- No Consent
-
-
- Orion Date/Time:
-
-
- 2025-03-07 15:30:01
-
-
-
-
- How often a course is scheduled:
-
-
- Once Each Long Summer
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+ Course Title:
+
+
+ Introductory Financial Accounting
+
+
+
+
+ Class Info:
+
+
+
+
+
+
+ Class Section:
+
+
+ ACCT2301.001.24F
+
+
+ Instruction Mode:
+
+
+ Face-to-Face
+
+
+
+
+ Class Level:
+
+
+ Undergraduate
+
+
+ Activity Type:
+
+
+ Lecture
+
+
+
+
+ Semester Credit Hours:
+
+
+ 3
+
+
+ Class/Course Number:
+
+
+ 86942 / 000061
+
+
+
+
+ Grading:
+
+
+ Graded - Undergraduate
+
+
+ Session Type:
+
+
+ Regular Academic Session
+
+
+
+
+ Add Consent:
+
+
+ No Consent
+
+
+ Orion Date/Time:
+
+
+ 2025-03-08 06:30:01
+
+
+
+
+ How often a course is scheduled:
+
+
+ Once Each Long Summer
+
+
+
+
+
+
+
+
-
-
-
-
- Status:
-
-
- Enrollment Status: OPEN Available Seats: 3 Enrolled Total: 64 Waitlist: 0
+
+
+
+
+ Status:
+
+
+ Enrollment Status: OPEN Available Seats: 2 Enrolled Total: 46 Waitlist: 0
-
-
-
-
- Description:
-
-
- ACCT 2301 - Introductory Financial Accounting (3 semester credit hours) An introduction to financial reporting designed to create an awareness of the accounting concepts and principles for preparing the three basic financial statements: the income statement, balance sheet, and statement of cash flows. A minimum grade of C is required to take upper-division ACCT courses. (3-0) S
+
+
+
+
+ Description:
+
+
+ ACCT 2301 - Introductory Financial Accounting (3 semester credit hours) An introduction to financial reporting designed to create an awareness of the accounting concepts and principles for preparing the three basic financial statements: the income statement, balance sheet, and statement of cash flows. A minimum grade of C is required to take upper-division ACCT courses. (3-0) S
-
- Enrollment Status: OPEN Available Seats: 3 Enrolled Total: 64 Waitlist: 0
+
+
+
+
+ Status:
+
+
+ Enrollment Status: OPEN Available Seats: 3 Enrolled Total: 64 Waitlist: 0
-
-
-
-
- Description:
-
-
- ACCT 2301 - Introductory Financial Accounting (3 semester credit hours) An introduction to financial reporting designed to create an awareness of the accounting concepts and principles for preparing the three basic financial statements: the income statement, balance sheet, and statement of cash flows. A minimum grade of C is required to take upper-division ACCT courses. (3-0) S
+
+
+
+
+ Description:
+
+
+ ACCT 2301 - Introductory Financial Accounting (3 semester credit hours) An introduction to financial reporting designed to create an awareness of the accounting concepts and principles for preparing the three basic financial statements: the income statement, balance sheet, and statement of cash flows. A minimum grade of C is required to take upper-division ACCT courses. (3-0) S
-
- BA 1320 - Business in a Global World (3 semester credit hours) This course provides a primer on the impacts of globalization on business. We equip students with the basic facts of globalization and examine the business underpinnings and the institutions that shape globalization. We discuss major trends and the future of international management. The aim is an ability to think strategically and critically about global business issues. (3-0) S
-
-
+ Enrollment Status: OPEN Available Seats: 3 Enrolled Total: 64 Waitlist: 0
-
-
SOM Building Floor 12 - Room 12.218
-
+
+
+
+
+ Description:
+
+
+ ACCT 2301 - Introductory Financial Accounting (3 semester credit hours) An introduction to financial reporting designed to create an awareness of the accounting concepts and principles for preparing the three basic financial statements: the income statement, balance sheet, and statement of cash flows. A minimum grade of C is required to take upper-division ACCT courses. (3-0) S
-
+
- Enrollment Status: OPEN Available Seats: 9 Enrolled Total: 1 Waitlist: 0
+ Enrollment Status: CLOSED/FULL Available Seats: 0 Enrolled Total: 56 Waitlist: 0
@@ -119,12 +119,12 @@
Description:
- BIOL 6111 - Graduate Research Presentation (1 semester credit hour) This course will train graduate students (MS and PhD) in hypothesis building and testing, designing, and conducting experiments, and presenting scientific findings in an efficient and clear manner. During the class, graduate students will discuss and present their graduate research work-in-progress. Significant time outside of class will also be required to analyze data, assemble, and practice presentations. May be repeated for credit as topics vary (2 semester credit hours maximum). Department consent required. (1-0) S
+ BA 1320 - Business in a Global World (3 semester credit hours) This course provides a primer on the impacts of globalization on business. We equip students with the basic facts of globalization and examine the business underpinnings and the institutions that shape globalization. We discuss major trends and the future of international management. The aim is an ability to think strategically and critically about global business issues. (3-0) S
- An evaluation report for Graduate Research Presentation (BIOL6111.016.25S) hasn't been posted.
+ An evaluation report for Business in a Global World (BA1320.501.25S) hasn't been posted.
+ Enrollment Status: OPEN Available Seats: 9 Enrolled Total: 1 Waitlist: 0
-
-
-
-
- Status:
-
-
- Enrollment Status: OPEN Available Seats: 16 Enrolled Total: 3 Waitlist: 0
+
+
+
+
+ Description:
+
+
+ BIOL 6111 - Graduate Research Presentation (1 semester credit hour) This course will train graduate students (MS and PhD) in hypothesis building and testing, designing, and conducting experiments, and presenting scientific findings in an efficient and clear manner. During the class, graduate students will discuss and present their graduate research work-in-progress. Significant time outside of class will also be required to analyze data, assemble, and practice presentations. May be repeated for credit as topics vary (2 semester credit hours maximum). Department consent required. (1-0) S
-
Must register in lecture. Course taught at UNT. The course will have multiple deliveries. The instructors will make an announcement to students for the course expectations for attendance/delivery.
-
-
- Instructor(s):
-
-
- -Staff-
-
-
-
TA/RA(s):
(none)
-
-
- Schedule:
-
-
-
-
Class Location and Times
-
Term: 25S Type: Regular Academic Session Starts: January 21, 2025 Ends: May 16, 2025
+
+
+
TA/RA(s):
(none)
+
+
+ Schedule:
+
+
+
+
Class Location and Times
+
Term: 25S Type: Regular Academic Session Starts: January 21, 2025 Ends: May 16, 2025
- Enrollment Status: OPEN Available Seats: 17 Enrolled Total: 2 Waitlist: 0
-
-
+
+
+ Semester Credit Hours:
+
+
+ Non-Enroll
+
+
+ Class/Course Number:
+
+
+ 28551 / 000243
+
-
-
- Description:
-
-
- - ()
-
-
+
+
+ Grading:
+
+
+ Graded - Undergraduate
+
+
+ Session Type:
+
+
+ Regular Academic Session
+
+
+
+
+ Add Consent:
+
+
+ Instructor Consent Required
+
+
+ Orion Date/Time:
+
+
+ 2025-01-25 06:30:01
+
-
-
-
Class Notes:
Lecture and Lab combined. Must register in recitation. Course taught at UNT. The course will have multiple deliveries. The instructors will make an announcement to students for the course expectations for attendance/delivery.
-
-
- Instructor(s):
-
-
- -Staff-
-
+
+
+ How often a course is scheduled:
+
+
+ ∅
+
+
+
+
+
-
TA/RA(s):
(none)
-
-
- Schedule:
-
-
-
-
Class Location and Times
-
Term: 25S Type: Regular Academic Session Starts: January 21, 2025 Ends: May 16, 2025
Must register in lecture. Course taught at UNT. The course will have multiple deliveries. The instructors will make an announcement to students for the course expectations for attendance/delivery.
+
+
+ Instructor(s):
+
+
+ -Staff-
+
+
+
TA/RA(s):
(none)
+
+
+ Schedule:
+
+
+
+
Class Location and Times
+
Term: 25S Type: Regular Academic Session Starts: January 21, 2025 Ends: May 16, 2025
+ Enrollment Status: OPEN Available Seats: 17 Enrolled Total: 2 Waitlist: 0
+
+
+
+
+
+ Description:
+
+
+ - ()
+
+
+
+
+
+
Class Notes:
Lecture and Lab combined. Must register in recitation. Course taught at UNT. The course will have multiple deliveries. The instructors will make an announcement to students for the course expectations for attendance/delivery.
+
+
+ Instructor(s):
+
+
+ -Staff-
+
+
+
TA/RA(s):
(none)
+
+
+ Schedule:
+
+
+
+
Class Location and Times
+
Term: 25S Type: Regular Academic Session Starts: January 21, 2025 Ends: May 16, 2025
diff --git a/parser/testdata/case_006/professors.json b/parser/testdata/case_006/professors.json
new file mode 100644
index 0000000..fe51488
--- /dev/null
+++ b/parser/testdata/case_006/professors.json
@@ -0,0 +1 @@
+[]
diff --git a/parser/testdata/case_006/section.json b/parser/testdata/case_006/section.json
new file mode 100644
index 0000000..56c4ea3
--- /dev/null
+++ b/parser/testdata/case_006/section.json
@@ -0,0 +1,51 @@
+{
+ "_id": "68903692769f7bf3a0a64c93",
+ "section_number": "002",
+ "course_reference": "68903692769f7bf3a0a64c92",
+ "section_corequisites": null,
+ "academic_session": {
+ "name": "25S",
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-16T00:00:00-05:00"
+ },
+ "professors": [],
+ "teaching_assistants": [],
+ "internal_class_number": "27906",
+ "instruction_mode": "Face-to-Face",
+ "meetings": [
+ {
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-09T00:00:00-05:00",
+ "meeting_days": [
+ "Tuesday"
+ ],
+ "start_time": "1:00pm",
+ "end_time": "3:45pm",
+ "modality": "",
+ "location": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ }
+ },
+ {
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-09T00:00:00-05:00",
+ "meeting_days": [
+ "Thursday"
+ ],
+ "start_time": "3:30pm",
+ "end_time": "5:20pm",
+ "modality": "",
+ "location": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ }
+ }
+ ],
+ "core_flags": [],
+ "syllabus_uri": "",
+ "grade_distribution": [],
+ "attributes": null
+}
diff --git a/parser/testdata/courses.json b/parser/testdata/courses.json
index 78ae4d4..fc04c17 100644
--- a/parser/testdata/courses.json
+++ b/parser/testdata/courses.json
@@ -1,6 +1,33 @@
[
{
- "_id": "67d07ee0c972c18731e23bee",
+ "_id": "68903692769f7bf3a0a64c94",
+ "subject_prefix": "ACCT",
+ "course_number": "2301",
+ "title": "Introductory Financial Accounting",
+ "description": "ACCT 2301 - Introductory Financial Accounting (3 semester credit hours) An introduction to financial reporting designed to create an awareness of the accounting concepts and principles for preparing the three basic financial statements: the income statement, balance sheet, and statement of cash flows. A minimum grade of C is required to take upper-division ACCT courses. (3-0) S",
+ "enrollment_reqs": "ACCT 2301 Repeat Restriction",
+ "school": "Naveen Jindal School of Management",
+ "credit_hours": "3",
+ "class_level": "Undergraduate",
+ "activity_type": "Lecture",
+ "grading": "Graded - Undergraduate",
+ "internal_course_number": "000061",
+ "prerequisites": null,
+ "corequisites": null,
+ "co_or_pre_requisites": null,
+ "sections": [
+ "68903692769f7bf3a0a64c95",
+ "68903692769f7bf3a0a64c97",
+ "68903692769f7bf3a0a64c9a"
+ ],
+ "lecture_contact_hours": "3",
+ "laboratory_contact_hours": "0",
+ "offering_frequency": "S",
+ "catalog_year": "24",
+ "attributes": null
+ },
+ {
+ "_id": "68903692769f7bf3a0a64c9b",
"subject_prefix": "BA",
"course_number": "1320",
"title": "Business in a Global World",
@@ -16,7 +43,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "67d07ee0c972c18731e23bef"
+ "68903692769f7bf3a0a64c9c"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
@@ -25,7 +52,7 @@
"attributes": null
},
{
- "_id": "67d07ee0c972c18731e23bf1",
+ "_id": "68903692769f7bf3a0a64c9e",
"subject_prefix": "BIOL",
"course_number": "6111",
"title": "Graduate Research Presentation",
@@ -41,7 +68,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "67d07ee0c972c18731e23bf2"
+ "68903692769f7bf3a0a64c9f"
],
"lecture_contact_hours": "1",
"laboratory_contact_hours": "0",
@@ -50,7 +77,7 @@
"attributes": null
},
{
- "_id": "67d07ee0c972c18731e23bf4",
+ "_id": "68903692769f7bf3a0a64ca1",
"subject_prefix": "AERO",
"course_number": "3320",
"title": "- Recitation",
@@ -66,7 +93,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "67d07ee0c972c18731e23bf5"
+ "68903692769f7bf3a0a64ca2"
],
"lecture_contact_hours": "",
"laboratory_contact_hours": "",
@@ -75,7 +102,7 @@
"attributes": null
},
{
- "_id": "67d07ee0c972c18731e23bf6",
+ "_id": "68903692769f7bf3a0a64ca3",
"subject_prefix": "AERO",
"course_number": "4320",
"title": "- Laboratory",
@@ -91,38 +118,12 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "67d07ee0c972c18731e23bf7"
+ "68903692769f7bf3a0a64ca4"
],
"lecture_contact_hours": "",
"laboratory_contact_hours": "",
"offering_frequency": "",
"catalog_year": "24",
"attributes": null
- },
- {
- "_id": "67d07ee0c972c18731e23be9",
- "subject_prefix": "ACCT",
- "course_number": "2301",
- "title": "Introductory Financial Accounting",
- "description": "ACCT 2301 - Introductory Financial Accounting (3 semester credit hours) An introduction to financial reporting designed to create an awareness of the accounting concepts and principles for preparing the three basic financial statements: the income statement, balance sheet, and statement of cash flows. A minimum grade of C is required to take upper-division ACCT courses. (3-0) S",
- "enrollment_reqs": "ACCT 2301 Repeat Restriction",
- "school": "Naveen Jindal School of Management",
- "credit_hours": "3",
- "class_level": "Undergraduate",
- "activity_type": "Lecture",
- "grading": "Graded - Undergraduate",
- "internal_course_number": "000061",
- "prerequisites": null,
- "corequisites": null,
- "co_or_pre_requisites": null,
- "sections": [
- "67d07ee0c972c18731e23bea",
- "67d07ee0c972c18731e23bed"
- ],
- "lecture_contact_hours": "3",
- "laboratory_contact_hours": "0",
- "offering_frequency": "S",
- "catalog_year": "24",
- "attributes": null
}
]
diff --git a/parser/testdata/professors.json b/parser/testdata/professors.json
index 2a931c4..88c7dff 100644
--- a/parser/testdata/professors.json
+++ b/parser/testdata/professors.json
@@ -1,6 +1,27 @@
[
{
- "_id": "67d07ee0c972c18731e23beb",
+ "_id": "68903692769f7bf3a0a64c96",
+ "first_name": "Botir",
+ "last_name": "Kobilov",
+ "titles": [
+ "Primary Instructor"
+ ],
+ "email": "bxk240018@utdallas.edu",
+ "phone_number": "",
+ "office": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ },
+ "profile_uri": "",
+ "image_uri": "",
+ "office_hours": null,
+ "sections": [
+ "68903692769f7bf3a0a64c95"
+ ]
+ },
+ {
+ "_id": "68903692769f7bf3a0a64c98",
"first_name": "Naim Bugra",
"last_name": "Ozel",
"titles": [
@@ -17,12 +38,12 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "67d07ee0c972c18731e23bea",
- "67d07ee0c972c18731e23bed"
+ "68903692769f7bf3a0a64c97",
+ "68903692769f7bf3a0a64c9a"
]
},
{
- "_id": "67d07ee0c972c18731e23bec",
+ "_id": "68903692769f7bf3a0a64c99",
"first_name": "Jieying",
"last_name": "Zhang",
"titles": [
@@ -39,12 +60,12 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "67d07ee0c972c18731e23bea",
- "67d07ee0c972c18731e23bed"
+ "68903692769f7bf3a0a64c97",
+ "68903692769f7bf3a0a64c9a"
]
},
{
- "_id": "67d07ee0c972c18731e23bf0",
+ "_id": "68903692769f7bf3a0a64c9d",
"first_name": "Peter",
"last_name": "Lewin",
"titles": [
@@ -61,11 +82,11 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "67d07ee0c972c18731e23bef"
+ "68903692769f7bf3a0a64c9c"
]
},
{
- "_id": "67d07ee0c972c18731e23bf3",
+ "_id": "68903692769f7bf3a0a64ca0",
"first_name": "Tian",
"last_name": "Hong",
"titles": [
@@ -82,7 +103,7 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "67d07ee0c972c18731e23bf2"
+ "68903692769f7bf3a0a64c9f"
]
}
]
diff --git a/parser/testdata/sections.json b/parser/testdata/sections.json
index 92319de..d545f2c 100644
--- a/parser/testdata/sections.json
+++ b/parser/testdata/sections.json
@@ -1,57 +1,8 @@
[
{
- "_id": "67d07ee0c972c18731e23bef",
- "section_number": "501",
- "course_reference": "67d07ee0c972c18731e23bee",
- "section_corequisites": null,
- "academic_session": {
- "name": "25S",
- "start_date": "2025-01-21T00:00:00-06:00",
- "end_date": "2025-05-16T00:00:00-05:00"
- },
- "professors": [
- "67d07ee0c972c18731e23bf0"
- ],
- "teaching_assistants": [
- {
- "first_name": "Ravi Kiran Reddy",
- "last_name": "Konda",
- "role": "Teaching Assistant",
- "email": "rxk230080@utdallas.edu"
- }
- ],
- "internal_class_number": "27195",
- "instruction_mode": "Face-to-Face",
- "meetings": [
- {
- "start_date": "2025-01-21T00:00:00-06:00",
- "end_date": "2025-05-09T00:00:00-05:00",
- "meeting_days": [
- "Tuesday",
- "Thursday"
- ],
- "start_time": "5:30pm",
- "end_time": "6:45pm",
- "modality": "",
- "location": {
- "building": "JSOM",
- "room": "12.218",
- "map_uri": "https://locator.utdallas.edu/SOM_12.218"
- }
- }
- ],
- "core_flags": [
- "080",
- "090"
- ],
- "syllabus_uri": "https://dox.utdallas.edu/syl153033",
- "grade_distribution": [],
- "attributes": null
- },
- {
- "_id": "67d07ee0c972c18731e23bf2",
+ "_id": "68903692769f7bf3a0a64c9f",
"section_number": "016",
- "course_reference": "67d07ee0c972c18731e23bf1",
+ "course_reference": "68903692769f7bf3a0a64c9e",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -59,7 +10,7 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "67d07ee0c972c18731e23bf3"
+ "68903692769f7bf3a0a64ca0"
],
"teaching_assistants": [],
"internal_class_number": "29611",
@@ -87,9 +38,9 @@
"attributes": null
},
{
- "_id": "67d07ee0c972c18731e23bf5",
+ "_id": "68903692769f7bf3a0a64ca2",
"section_number": "201",
- "course_reference": "67d07ee0c972c18731e23bf4",
+ "course_reference": "68903692769f7bf3a0a64ca1",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -123,9 +74,9 @@
"attributes": null
},
{
- "_id": "67d07ee0c972c18731e23bf7",
+ "_id": "68903692769f7bf3a0a64ca4",
"section_number": "002",
- "course_reference": "67d07ee0c972c18731e23bf6",
+ "course_reference": "68903692769f7bf3a0a64ca3",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -174,9 +125,70 @@
"attributes": null
},
{
- "_id": "67d07ee0c972c18731e23bea",
+ "_id": "68903692769f7bf3a0a64c95",
+ "section_number": "001",
+ "course_reference": "68903692769f7bf3a0a64c94",
+ "section_corequisites": null,
+ "academic_session": {
+ "name": "24F",
+ "start_date": "2024-08-19T00:00:00-05:00",
+ "end_date": "2024-12-13T00:00:00-06:00"
+ },
+ "professors": [
+ "68903692769f7bf3a0a64c96"
+ ],
+ "teaching_assistants": [
+ {
+ "first_name": "Ye",
+ "last_name": "Zhang",
+ "role": "Teaching Assistant",
+ "email": "yxz210025@utdallas.edu"
+ }
+ ],
+ "internal_class_number": "86942",
+ "instruction_mode": "Face-to-Face",
+ "meetings": [
+ {
+ "start_date": "2024-08-19T00:00:00-05:00",
+ "end_date": "2024-12-05T00:00:00-06:00",
+ "meeting_days": [
+ "Monday",
+ "Wednesday"
+ ],
+ "start_time": "2:30pm",
+ "end_time": "3:45pm",
+ "modality": "",
+ "location": {
+ "building": "JSOM",
+ "room": "2.803",
+ "map_uri": "https://locator.utdallas.edu/SOM_2.803"
+ }
+ }
+ ],
+ "core_flags": [],
+ "syllabus_uri": "https://dox.utdallas.edu/syl147809",
+ "grade_distribution": [
+ 12,
+ 6,
+ 1,
+ 7,
+ 3,
+ 2,
+ 5,
+ 2,
+ 0,
+ 4,
+ 1,
+ 0,
+ 2,
+ 1
+ ],
+ "attributes": null
+ },
+ {
+ "_id": "68903692769f7bf3a0a64c97",
"section_number": "003",
- "course_reference": "67d07ee0c972c18731e23be9",
+ "course_reference": "68903692769f7bf3a0a64c94",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -184,8 +196,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "67d07ee0c972c18731e23beb",
- "67d07ee0c972c18731e23bec"
+ "68903692769f7bf3a0a64c98",
+ "68903692769f7bf3a0a64c99"
],
"teaching_assistants": [
{
@@ -227,9 +239,9 @@
"attributes": null
},
{
- "_id": "67d07ee0c972c18731e23bed",
+ "_id": "68903692769f7bf3a0a64c9a",
"section_number": "001",
- "course_reference": "67d07ee0c972c18731e23be9",
+ "course_reference": "68903692769f7bf3a0a64c94",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -237,8 +249,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "67d07ee0c972c18731e23bec",
- "67d07ee0c972c18731e23beb"
+ "68903692769f7bf3a0a64c99",
+ "68903692769f7bf3a0a64c98"
],
"teaching_assistants": [
{
@@ -278,5 +290,54 @@
"syllabus_uri": "https://dox.utdallas.edu/syl152552",
"grade_distribution": [],
"attributes": null
+ },
+ {
+ "_id": "68903692769f7bf3a0a64c9c",
+ "section_number": "501",
+ "course_reference": "68903692769f7bf3a0a64c9b",
+ "section_corequisites": null,
+ "academic_session": {
+ "name": "25S",
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-16T00:00:00-05:00"
+ },
+ "professors": [
+ "68903692769f7bf3a0a64c9d"
+ ],
+ "teaching_assistants": [
+ {
+ "first_name": "Ravi Kiran Reddy",
+ "last_name": "Konda",
+ "role": "Teaching Assistant",
+ "email": "rxk230080@utdallas.edu"
+ }
+ ],
+ "internal_class_number": "27195",
+ "instruction_mode": "Face-to-Face",
+ "meetings": [
+ {
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-09T00:00:00-05:00",
+ "meeting_days": [
+ "Tuesday",
+ "Thursday"
+ ],
+ "start_time": "5:30pm",
+ "end_time": "6:45pm",
+ "modality": "",
+ "location": {
+ "building": "JSOM",
+ "room": "12.218",
+ "map_uri": "https://locator.utdallas.edu/SOM_12.218"
+ }
+ }
+ ],
+ "core_flags": [
+ "080",
+ "090"
+ ],
+ "syllabus_uri": "https://dox.utdallas.edu/syl153033",
+ "grade_distribution": [],
+ "attributes": null
}
]
diff --git a/parser/validator.go b/parser/validator.go
index e37da2d..110cf9a 100644
--- a/parser/validator.go
+++ b/parser/validator.go
@@ -18,7 +18,7 @@ func validate() {
}
}()
- log.Printf("\nValidating courses...")
+ log.Printf("Validating courses...")
courseKeys := utils.GetMapKeys(Courses)
for i := range len(courseKeys) {
course1 := Courses[courseKeys[i]]
@@ -69,7 +69,8 @@ func valDuplicateCourses(course1 *schema.Course, course2 *schema.Course) {
if course1.Catalog_year == course2.Catalog_year && course1.Course_number == course2.Course_number &&
course1.Subject_prefix == course2.Subject_prefix {
log.Printf("Duplicate course found for %s%s!", course1.Subject_prefix, course1.Course_number)
- log.Printf("Course 1: %v\n\nCourse 2: %v", course1, course2)
+ log.Printf("Course 1: %v", course1)
+ log.Printf("Course 2: %v", course2)
log.Panic("Courses failed to validate!")
}
}
@@ -81,14 +82,17 @@ func valCourseReference(course *schema.Course, sections map[primitive.ObjectID]*
// validate if course references to some section not in the parsed sections
if !exists {
log.Printf("Nonexistent section reference found for %s%s!", course.Subject_prefix, course.Course_number)
- log.Printf("Referenced section ID: %s\nCourse ID: %s", sectionID, course.Id)
+ log.Printf("Referenced section ID: %s", sectionID)
+ log.Printf("Course ID: %s", course.Id)
log.Panic("Courses failed to validate!")
}
// validate if the ref sections references back to the course
if section.Course_reference != course.Id {
log.Printf("Inconsistent section reference found for %s%s! The course references the section, but not vice-versa!", course.Subject_prefix, course.Course_number)
- log.Printf("Referenced section ID: %s\nCourse ID: %s\nSection course reference: %s", sectionID, course.Id, section.Course_reference)
+ log.Printf("Referenced section ID: %s", sectionID)
+ log.Printf("Course ID: %s", course.Id)
+ log.Printf("Section course reference: %s", section.Course_reference)
log.Panic("Courses failed to validate!")
}
}
@@ -99,7 +103,8 @@ func valDuplicateSections(section1 *schema.Section, section2 *schema.Section) {
if section1.Section_number == section2.Section_number && section1.Course_reference == section2.Course_reference &&
section1.Academic_session == section2.Academic_session {
log.Print("Duplicate section found!")
- log.Printf("Section 1: %v\n\nSection 2: %v", section1, section2)
+ log.Printf("Section 1: %v", section1)
+ log.Printf("Section 2: %v", section2)
log.Panic("Sections failed to validate!")
}
}
@@ -139,7 +144,8 @@ func valSectionReferenceCourse(section *schema.Section, courseIDMap map[primitiv
func valDuplicateProfs(prof1 *schema.Professor, prof2 *schema.Professor) {
if prof1.First_name == prof2.First_name && prof1.Last_name == prof2.Last_name && prof1.Profile_uri == prof2.Profile_uri {
log.Printf("Duplicate professor found!")
- log.Printf("Professor 1: %v\n\nProfessor 2: %v", prof1, prof2)
+ log.Printf("Professor 1: %v", prof1)
+ log.Printf("Professor 2: %v", prof2)
log.Panic("Professors failed to validate!")
}
}
diff --git a/parser/validator_test.go b/parser/validator_test.go
index e1ca364..9a004d8 100644
--- a/parser/validator_test.go
+++ b/parser/validator_test.go
@@ -1,452 +1,304 @@
package parser
import (
- "bytes"
- "encoding/json"
"fmt"
- "log"
- "os"
- "strings"
"testing"
"github.com/UTDNebula/nebula-api/api/schema"
"go.mongodb.org/mongo-driver/bson/primitive"
)
-// Globals for testing these validation units
-var testCourses []*schema.Course
-var testSections []*schema.Section
-var testProfessors []*schema.Professor
-
-// Map used to map index of test sections to test courses
-var indexMap map[int]int
-
-func init() {
- // parse the test courses
- data, err := os.ReadFile("./testdata/courses.json")
- if err != nil {
- panic(err)
- }
- err = json.Unmarshal(data, &testCourses)
- if err != nil {
- panic(err)
- }
-
- // parse the test sections
- data, err = os.ReadFile("./testdata/sections.json")
- if err != nil {
- panic(err)
- }
- err = json.Unmarshal(data, &testSections)
- if err != nil {
- panic(err)
- }
-
- // parse the test professors
- data, err = os.ReadFile("./testdata/professors.json")
- if err != nil {
- panic(err)
- }
- err = json.Unmarshal(data, &testProfessors)
- if err != nil {
- panic(err)
- }
-
- indexMap = map[int]int{0: 0, 1: 1, 2: 2, 3: 3, 4: 4, 5: 4}
-}
-
// Test duplicate courses. Designed for fail cases
func TestDuplicateCoursesFail(t *testing.T) {
- for i := range len(testCourses) {
- t.Run(fmt.Sprintf("Duplicate course %v", i), func(t *testing.T) {
- testDuplicateFail("course", i, t)
+ t.Parallel()
+
+ for i, course := range testCourses {
+ name := fmt.Sprintf("Duplicate course %v", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
+ defer FailTestIfNoPanic(t, name)
+ valDuplicateCourses(&course, &course)
})
}
}
// Test duplicate sections. Designed for fail cases
func TestDuplicateSectionsFail(t *testing.T) {
- for i := range len(testSections) {
- t.Run(fmt.Sprintf("Duplicate section %v", i), func(t *testing.T) {
- testDuplicateFail("section", i, t)
+ t.Parallel()
+
+ for i, section := range testSections {
+ name := fmt.Sprintf("Duplicate section %v", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
+ defer FailTestIfNoPanic(t, name)
+ valDuplicateSections(§ion, §ion)
})
}
}
// Test duplicate professors . Designed for fail cases
func TestDuplicateProfFail(t *testing.T) {
- for i := range len(testProfessors) {
+ t.Parallel()
+
+ for i, prof := range testProfessors {
+ name := fmt.Sprintf("Duplicate professor %v", i)
t.Run(fmt.Sprintf("Duplicate professor %v", i), func(t *testing.T) {
- testDuplicateFail("professor", i, t)
+ t.Parallel()
+
+ defer FailTestIfNoPanic(t, name)
+ valDuplicateProfs(&prof, &prof)
})
}
}
// Test duplicate courses. Designed for pass case
func TestDuplicateCoursesPass(t *testing.T) {
- for i := range len(testCourses) - 1 {
- t.Run(fmt.Sprintf("Duplicate courses %v, %v", i, i+1), func(t *testing.T) {
- testDuplicatePass("course", i, i+1, t)
+ t.Parallel()
+
+ last := len(testCourses) - 1
+ for i, course := range testCourses {
+ if i == last {
+ break
+ }
+ name := fmt.Sprintf("Duplicate courses %v %v", i, i+1)
+ next := testCourses[i+1]
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
+ defer FailTestIfPanic(t, name)
+ valDuplicateCourses(&course, &next)
})
}
}
// Test duplicate sections. Designed for pass cases
func TestDuplicateSectionsPass(t *testing.T) {
- for i := range len(testSections) - 1 {
- t.Run(fmt.Sprintf("Duplicate sections %v, %v", i, i+1), func(t *testing.T) {
- testDuplicatePass("section", i, i+1, t)
+ t.Parallel()
+
+ last := len(testSections) - 1
+ for i, section := range testSections {
+ if i == last {
+ break
+ }
+ name := fmt.Sprintf("Duplicate sections %v %v", i, i+1)
+ next := testSections[i+1]
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
+ defer FailTestIfPanic(t, name)
+ valDuplicateSections(§ion, &next)
})
}
}
// Test duplicate professors. Designed for pass cases
func TestDuplicateProfPass(t *testing.T) {
- for i := range len(testProfessors) - 1 {
- t.Run(fmt.Sprintf("Duplicate professors %v, %v", i, i+1), func(t *testing.T) {
- testDuplicatePass("professor", i, i+1, t)
+ t.Parallel()
+
+ last := len(testProfessors) - 1
+ for i, prof := range testProfessors {
+ if i == last {
+ break
+ }
+ name := fmt.Sprintf("Duplicate sections %v %v", i, i+1)
+ next := testProfessors[i+1]
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
+ defer FailTestIfPanic(t, name)
+ valDuplicateProfs(&prof, &next)
})
}
}
// Test if course references to anything nonexistent. Designed for pass case
func TestCourseReferencePass(t *testing.T) {
+ t.Parallel()
+
sectionMap := make(map[primitive.ObjectID]*schema.Section)
for _, section := range testSections {
- sectionMap[section.Id] = section
+ sectionMap[section.Id] = §ion
}
- // Buffer to capture the output
- var logBuffer bytes.Buffer
- log.SetOutput(&logBuffer)
-
- defer func() {
- logOutput := logBuffer.String()
-
- if logOutput != "" {
- t.Errorf("Expected nothing printed in log")
- }
- if r := recover(); r != nil {
- t.Errorf("The function panic unexpectedly for course")
- }
- }()
+ for i, course := range testCourses {
+ name := fmt.Sprintf("Course Reference %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
- // Run func
- for _, course := range testCourses {
- valCourseReference(course, sectionMap)
+ defer FailTestIfPanic(t, name)
+ valCourseReference(&course, sectionMap)
+ })
}
}
-// Test if function log expected msgs when course references non-existent sections
-// 2 types of fail:
-// - Course references non-existent section
-// - Section doesn't reference back to same course
-//
-// This is fail type 1
+// Fail 1 : Course references non-existent section
func TestCourseReferenceFail1(t *testing.T) {
- for key, value := range indexMap {
- t.Run(fmt.Sprintf("Section %v & course %v", key, value), func(t *testing.T) {
- testCourseReferenceFail(1, value, key, t)
+ t.Parallel()
+
+ sectionMap := make(map[primitive.ObjectID]*schema.Section)
+ for _, section := range testSections {
+ sectionMap[section.Id] = §ion
+ }
+
+ for i, course := range testCourses {
+ name := fmt.Sprintf("Course Reference Fail Type 1 %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
+ courseCopy := course
+ courseCopy.Sections = append(courseCopy.Sections, primitive.NewObjectID())
+
+ defer FailTestIfNoPanic(t, name)
+ valCourseReference(&courseCopy, sectionMap)
})
}
}
-// This is fail type 2
+// Fail 2 : Section doesn't reference back to same course
func TestCourseReferenceFail2(t *testing.T) {
- for key, value := range indexMap {
- t.Run(fmt.Sprintf("Section %v & course %v", key, value), func(t *testing.T) {
- testCourseReferenceFail(2, value, key, t)
+ t.Parallel()
+
+ sectionMap := make(map[primitive.ObjectID]*schema.Section)
+ for _, section := range testSections {
+ sectionMap[section.Id] = §ion
+ }
+
+ for i, course := range testCourses {
+
+ name := fmt.Sprintf("Course Reference Fail Type 2 %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
+ mapCopy := sectionMap
+
+ for _, id := range course.Sections {
+ mapCopy[id].Course_reference = primitive.NewObjectID()
+ }
+
+ defer FailTestIfNoPanic(t, name)
+ valCourseReference(&course, mapCopy)
})
}
}
// Test section reference to professor, designed for pass case
func TestSectionReferenceProfPass(t *testing.T) {
+ t.Parallel()
+
// Build profIDMap & profs
profIDMap := make(map[primitive.ObjectID]string)
profs := make(map[string]*schema.Professor)
for _, professor := range testProfessors {
profIDMap[professor.Id] = professor.First_name + professor.Last_name
- profs[professor.First_name+professor.Last_name] = professor
+ profs[professor.First_name+professor.Last_name] = &professor
}
- var logBuffer bytes.Buffer
- log.SetOutput(&logBuffer)
-
- defer func() {
- logOutput := logBuffer.String()
+ for i, section := range testSections {
+ name := fmt.Sprintf("Section Reference %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
- if logOutput != "" {
- t.Errorf("Expected nothing printed in log")
- }
- if r := recover(); r != nil {
- t.Errorf("The function panic unexpectedly for section")
- }
- }()
-
- for _, section := range testSections {
- valSectionReferenceProf(section, profs, profIDMap)
+ defer FailTestIfPanic(t, name)
+ valSectionReferenceProf(§ion, profs, profIDMap)
+ })
}
}
-// Test section reference to professors, designed for fail case
-func TestSectionReferenceProfFail(t *testing.T) {
+// Fail 1 : section references a professor not parsed (in the profIDMap)
+func TestSectionReferenceProfFail1(t *testing.T) {
+ t.Parallel()
+
profIDMap := make(map[primitive.ObjectID]string)
profs := make(map[string]*schema.Professor)
- for i, professor := range testProfessors {
- if i != 0 {
- profIDMap[professor.Id] = professor.First_name + professor.Last_name
- profs[professor.First_name+professor.Last_name] = professor
- }
- }
-
- var logBuffer bytes.Buffer
- log.SetOutput(&logBuffer)
-
- defer func() {
- logOutput := logBuffer.String()
-
- for _, msg := range []string{
- "Nonexistent professor reference found for section ID ObjectID(\"67d07ee0c972c18731e23bea\")!",
- "Referenced professor ID: ObjectID(\"67d07ee0c972c18731e23beb\")",
- } {
- if !strings.Contains(logOutput, msg) {
- t.Errorf("The function didn't log correct message. Expected \"%v\"", msg)
- }
- }
-
- if r := recover(); r == nil {
- t.Errorf("The function didn't panic")
- } else {
- if r != "Sections failed to validate!" {
- t.Errorf("The function panic the wrong message")
- }
- }
- }()
-
- for _, section := range testSections {
- valSectionReferenceProf(section, profs, profIDMap)
- }
-}
-
-// Test section reference to course
-func TestSectionReferenceCourse(t *testing.T) {
- courseIDMap := make(map[primitive.ObjectID]string)
- for _, course := range testCourses {
- courseIDMap[course.Id] = course.Internal_course_number + course.Catalog_year
+ for _, professor := range testProfessors {
+ profIDMap[professor.Id] = professor.First_name + professor.Last_name
+ profs[professor.First_name+professor.Last_name] = &professor
}
- var logBuffer bytes.Buffer
- log.SetOutput(&logBuffer)
+ for i, section := range testSections {
+ name := fmt.Sprintf("Section Reference Fail Type 1 %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
- defer func() {
- logOutput := logBuffer.String()
+ sectionCopy := section
+ sectionCopy.Professors = append(sectionCopy.Professors, primitive.NewObjectID())
- if logOutput != "" {
- t.Errorf("Expected nothing printed in log")
- }
- if r := recover(); r != nil {
- t.Errorf("The function panic unexpectedly for section")
- }
- }()
-
- for _, section := range testSections {
- valSectionReferenceCourse(section, courseIDMap)
+ defer FailTestIfNoPanic(t, name)
+ valSectionReferenceProf(§ionCopy, profs, profIDMap)
+ })
}
}
-/* BELOW HERE ARE HELPER FUNCTION FOR TESTS ABOVE */
-
-// Helper function
-// Test if validate() throws erros when encountering duplicate
-// Design for fail cases
-func testDuplicateFail(objType string, index int, t *testing.T) {
- // the buffer used to capture the log output
- var logBuffer bytes.Buffer
- log.SetOutput(&logBuffer)
-
- // determine the expected msgs and panic msgs based on object type
- var expectedMsgs []string
- var panicMsg string
-
- switch objType {
- case "course":
- failCourse := testCourses[index]
-
- // list of msgs it must print
- expectedMsgs = []string{
- fmt.Sprintf("Duplicate course found for %s%s!", failCourse.Subject_prefix, failCourse.Course_number),
- fmt.Sprintf("Course 1: %v\n\nCourse 2: %v", failCourse, failCourse),
- }
- panicMsg = "Courses failed to validate!"
- case "section":
- failSection := testSections[index]
+// Fail 2 : referenced professor does not back to the section
+func TestSectionReferenceProfFail2(t *testing.T) {
+ t.Parallel()
- expectedMsgs = []string{
- "Duplicate section found!",
- fmt.Sprintf("Section 1: %v\n\nSection 2: %v", failSection, failSection),
- }
- panicMsg = "Sections failed to validate!"
- case "professor":
- failProf := testProfessors[index]
+ profIDMap := make(map[primitive.ObjectID]string)
+ profs := make(map[string]*schema.Professor)
- expectedMsgs = []string{
- "Duplicate professor found!",
- fmt.Sprintf("Professor 1: %v\n\nProfessor 2: %v", failProf, failProf),
- }
- panicMsg = "Professors failed to validate!"
+ for _, professor := range testProfessors {
+ profIDMap[professor.Id] = professor.First_name + professor.Last_name
+ profs[professor.First_name+professor.Last_name] = &professor
}
- defer func() {
- logOutput := logBuffer.String() // log output after running the function
+ for i, section := range testSections {
+ name := fmt.Sprintf("Section Reference Fail Type 2 %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
- // log output needs to contain lines in the list
- for _, msg := range expectedMsgs {
- if !strings.Contains(logOutput, msg) {
- t.Errorf("Exptected the message for %v: %v", objType, msg)
+ // some edge case sections have no professor and therefore cant fail this case
+ if len(section.Professors) == 0 {
+ return
}
- }
- // test whether func panics and sends the correct panic msg
- if r := recover(); r == nil {
- t.Errorf("The function didn't panic for %v", objType)
- } else {
- if r != panicMsg {
- // The panic msg is incorrect
- t.Errorf("The function outputted the wrong panic message for %v.", objType)
- }
- }
- }()
-
- // Run func
- switch objType {
- case "course":
- valDuplicateCourses(testCourses[index], testCourses[index])
- case "section":
- valDuplicateSections(testSections[index], testSections[index])
- case "professor":
- valDuplicateProfs(testProfessors[index], testProfessors[index])
- }
-}
+ key := profIDMap[section.Professors[0]]
+ profCopy := profs[key]
+ // remove all sections
+ profCopy.Sections = []primitive.ObjectID{}
-// Helper function
-// Test if func doesn't log anything and doesn't panic.
-// Design for pass cases
-func testDuplicatePass(objType string, index1 int, index2 int, t *testing.T) {
- // Buffer to capture the output
- var logBuffer bytes.Buffer
- log.SetOutput(&logBuffer)
-
- defer func() {
- logOutput := logBuffer.String()
- if logOutput != "" {
- t.Errorf("Expected nothing in log for " + objType)
- }
- if r := recover(); r != nil {
- t.Errorf("The function panic unexpectedly for " + objType)
- }
- }()
-
- // Run func according to the object type. Choose pair of objects which are not duplicate
- switch objType {
- case "course":
- valDuplicateCourses(testCourses[index1], testCourses[index2])
- case "section":
- valDuplicateSections(testSections[index1], testSections[index2])
- case "professor":
- valDuplicateProfs(testProfessors[index1], testProfessors[index2])
+ profsCopy := map[string]*schema.Professor{key: profCopy}
+ defer FailTestIfNoPanic(t, name)
+ valSectionReferenceProf(§ion, profsCopy, profIDMap)
+ })
}
}
-// Helper function for the case of course reference that fails
-// failType: 1 means it lacks one sections
-// failType: 2 means one section's course reference has been modified
-func testCourseReferenceFail(failType int, courseIndex int, sectionIndex int, t *testing.T) {
- sectionMap := make(map[primitive.ObjectID]*schema.Section)
-
- var sectionID, originalID primitive.ObjectID // used to store IDs of modified sections
+// Test section reference to course
+func TestSectionReferenceCoursePass(t *testing.T) {
+ t.Parallel()
- // Build the failed section map based on fail type
- if failType == 1 {
- // misses a section
- for i, section := range testSections {
- if sectionIndex != i {
- sectionMap[section.Id] = section
- } else {
- sectionID = section.Id // Nonexistent ID referenced by course
- }
- }
- } else {
- // one section doesn't reference to correct courses
- for i, section := range testSections {
- sectionMap[section.Id] = section
- if sectionIndex == i {
- // save the section ID and original course reference to be restored later on
- sectionID = section.Id
- originalID = section.Course_reference
-
- // modify part
- sectionMap[section.Id].Course_reference = primitive.NewObjectID()
- }
- }
+ courseIDMap := make(map[primitive.ObjectID]string)
+ for _, course := range testCourses {
+ courseIDMap[course.Id] = course.Internal_course_number + course.Catalog_year
}
- // Expected msgs
- var expectedMsgs []string
-
- // The course that references nonexistent stuff
- var failCourse *schema.Course
+ for i, section := range testSections {
+ name := fmt.Sprintf("Section Reference Course %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
- if failType == 1 {
- failCourse = testCourses[courseIndex]
-
- expectedMsgs = []string{
- fmt.Sprintf("Nonexistent section reference found for %v%v!", failCourse.Subject_prefix, failCourse.Course_number),
- fmt.Sprintf("Referenced section ID: %s\nCourse ID: %s", sectionID, failCourse.Id),
- }
- } else {
- failCourse = testCourses[courseIndex]
- failSection := testSections[sectionIndex]
-
- expectedMsgs = []string{
- fmt.Sprintf("Inconsistent section reference found for %v%v! The course references the section, but not vice-versa!",
- failCourse.Subject_prefix, failCourse.Course_number),
- fmt.Sprintf("Referenced section ID: %s\nCourse ID: %s\nSection course reference: %s",
- failSection.Id, failCourse.Id, failSection.Course_reference),
- }
+ defer FailTestIfPanic(t, name)
+ valSectionReferenceCourse(§ion, courseIDMap)
+ })
}
+}
- // Buffer to capture the output
- var logBuffer bytes.Buffer
- log.SetOutput(&logBuffer)
-
- defer func() {
- logOutput := logBuffer.String()
-
- for _, msg := range expectedMsgs {
- if !strings.Contains(logOutput, msg) {
- t.Errorf("The function didn't log correct message. Expected \"%v\"", msg)
- }
- }
-
- // restore to original course reference of modified section (if needed)
- if failType == 2 {
- sectionMap[sectionID].Course_reference = originalID
- }
+// Fail: Section refers to a course that does not exist
+func TestSectionReferenceCourseFail(t *testing.T) {
+ t.Parallel()
- if r := recover(); r == nil {
- t.Errorf("The function didn't panic")
- } else {
- if r != "Courses failed to validate!" {
- t.Errorf("The function panic the wrong message")
- }
- }
- }()
+ courseIDMap := make(map[primitive.ObjectID]string)
- // Run func
- for _, course := range testCourses {
- valCourseReference(course, sectionMap)
+ for i, section := range testSections {
+ name := fmt.Sprintf("Section Reference Course %d", i)
+ t.Run(name, func(t *testing.T) {
+ t.Parallel()
+ defer FailTestIfNoPanic(t, name)
+ valSectionReferenceCourse(§ion, courseIDMap)
+ })
}
}
diff --git a/runners/daily.sh b/runners/daily.sh
new file mode 100644
index 0000000..764ee13
--- /dev/null
+++ b/runners/daily.sh
@@ -0,0 +1,10 @@
+#!/bin/sh
+
+# for daily tasks to run
+
+# scrape, parse, and upload events
+./api-tools -scrape -mazevo -verbose
+./api-tools -parse -mazevo -verbose
+./api-tools -scrape -astra -verbose
+./api-tools -parse -astra -verbose
+./api-tools -upload -events -verbose
diff --git a/deploy.sh b/runners/setup.sh
similarity index 54%
rename from deploy.sh
rename to runners/setup.sh
index eeffdfa..d239dca 100644
--- a/deploy.sh
+++ b/runners/setup.sh
@@ -1,16 +1,12 @@
#!/bin/sh
-# service account
+# auth with service account
gcloud secrets versions access latest --secret="$SERVICE_ACCOUNT_SECRET_NAME" > service_account.json
gcloud auth activate-service-account --key-file=service_account.json
rm service_account.json
-# .env
+# use service account to access environment variables from GCP secrets, create .env
gcloud secrets versions access latest --secret="$ENV_SECRET_NAME" > .env
-# Scrape, parse, and upload
-./api-tools -scrape -mazevo -verbose
-./api-tools -parse -mazevo -verbose
-./api-tools -scrape -astra -verbose
-./api-tools -parse -astra -verbose
-./api-tools -upload -events -verbose
+# run commands from the file path specified in the GCP run job's variable
+sh "/app/runners/$RUNNER_SCRIPT_NAME"
diff --git a/scrapers/calendar.go b/scrapers/calendar.go
index 8a130dd..4429c2e 100644
--- a/scrapers/calendar.go
+++ b/scrapers/calendar.go
@@ -5,333 +5,199 @@
package scrapers
import (
- "context"
+ "bytes"
"encoding/json"
- "errors"
"fmt"
"log"
+ "net/http"
"os"
- "regexp"
+ "strings"
"time"
"github.com/UTDNebula/api-tools/utils"
"github.com/UTDNebula/nebula-api/api/schema"
- "github.com/chromedp/cdproto/cdp"
- "github.com/chromedp/cdproto/runtime"
- "github.com/chromedp/chromedp"
"go.mongodb.org/mongo-driver/bson/primitive"
)
-const CALENDAR_LINK string = "https://calendar.utdallas.edu/calendar"
+// Structure of the API response
+type RawEvent struct {
+ Event map[string]interface{} `json:"event"`
+}
-var trailingSpaceRegex *regexp.Regexp = regexp.MustCompile(`(\s{2,}?\s{2,})|(\n)`)
+type APICalendarResponse struct {
+ Events []RawEvent `json:"events"`
+ Page map[string]int `json:"page"`
+ Date map[string]string `json:"date"`
+}
+// Get the calendar data through API instead of scraping from website
func ScrapeCalendar(outDir string) {
-
- chromedpCtx, cancel := utils.InitChromeDp()
- defer cancel()
-
err := os.MkdirAll(outDir, 0777)
if err != nil {
panic(err)
}
+ cli := http.Client{Timeout: 15 * time.Second}
+ var calendarData APICalendarResponse
- events := []schema.Event{}
-
- log.Printf("Scraping event page links")
- //Grab all links to event pages
- var pageLinks []string = []string{}
- _, err = chromedp.RunResponse(chromedpCtx,
- chromedp.Navigate(CALENDAR_LINK),
- chromedp.QueryAfter(".item.event_item.vevent > a",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- for _, node := range nodes {
- href, hasHref := node.Attribute("href")
- if !hasHref {
- return errors.New("event card was missing an href")
- }
-
- pageLinks = append(pageLinks, href)
- }
- return nil
- },
- ),
- )
- if err != nil {
+ // Get the total number of pages
+ log.Printf("Getting the number of pages...")
+ if err := scrapeAndUnmarshal(&cli, 0, &calendarData); err != nil {
panic(err)
}
- log.Printf("Scraped event page links!")
-
- for _, page := range pageLinks {
- //Navigate to page and get page summary
- summary := ""
- _, err := chromedp.RunResponse(chromedpCtx,
- chromedp.Navigate(page),
- chromedp.QueryAfter(".summary",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- summary = trailingSpaceRegex.ReplaceAllString(getNodeText(nodes[0]), "")
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
+ numPages := calendarData.Page["total"]
+ log.Printf("The number of pages is %d!\n\n", numPages)
- if err != nil {
+ var events []schema.Event
+ for page := range numPages {
+ log.Printf("Scraping events of page %d...", page+1)
+ if err := scrapeAndUnmarshal(&cli, page+1, &calendarData); err != nil {
panic(err)
}
- utils.VPrintf("Navigated to page %s", summary)
-
- // Grab date/time of the event
- var dateTimeStart time.Time
- var dateTimeEnd time.Time
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".dtstart",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- timeStamp, hasTime := nodes[0].Attribute("title")
- if !hasTime {
- return errors.New("event does not have a start time")
- }
- formattedTime, err := time.Parse(time.RFC3339, timeStamp)
- if err != nil {
- return err
- }
-
- dateTimeStart = formattedTime
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- chromedp.QueryAfter(".dtend",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- timeStamp, hasTime := nodes[0].Attribute("title")
- if !hasTime {
- return errors.New("event does not have an end time")
- }
- formattedTime, err := time.Parse(time.RFC3339, timeStamp)
- if err != nil {
- return err
- }
-
- dateTimeEnd = formattedTime
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- continue
+ log.Printf("Scraped events of page %d successfully!\n", page+1)
+
+ log.Printf("Parsing the events of page %d...", page+1)
+ for _, rawEvent := range calendarData.Events {
+ // Parse the time
+ eventInstance := toMap(toMap(toSlice(rawEvent.Event["event_instances"])[0])["event_instance"])
+ startTime := parseTime(toString(eventInstance["start"]))
+ endTime := startTime
+ if toString(eventInstance["end"]) != "" {
+ endTime = parseTime(toString(eventInstance["end"]))
+ }
+
+ // Parse location
+ location := strings.Trim(fmt.Sprintf("%s, %s", toString(rawEvent.Event["location_name"]), toString(rawEvent.Event["room_number"])), " ,")
+
+ // Parse the event types, event topic, and event target audience
+ filters := toMap(rawEvent.Event["filters"])
+ eventTypes := []string{}
+ eventTopics := []string{}
+ targetAudiences := []string{}
+
+ rawTypes := toSlice(filters["event_types"])
+ for _, rawType := range rawTypes {
+ eventTypes = append(eventTypes, toString(toMap(rawType)["name"]))
+ }
+
+ rawAudiences := toSlice(filters["event_target_audience"])
+ for _, audience := range rawAudiences {
+ targetAudiences = append(targetAudiences, toString(toMap(audience)["name"]))
+ }
+
+ rawTopics := toSlice(filters["event_topic"])
+ for _, topic := range rawTopics {
+ eventTopics = append(eventTopics, toString(toMap(topic)["name"]))
+ }
+
+ // Parse the event departments, and tags
+ departments := []string{}
+ tags := []string{}
+
+ rawTags := toSlice(rawEvent.Event["tags"])
+ for _, tag := range rawTags {
+ tags = append(tags, tag.(string))
+ }
+
+ rawDeparments := toSlice(rawEvent.Event["departments"])
+ for _, deparment := range rawDeparments {
+ departments = append(departments, toMap(deparment)["name"].(string))
+ }
+
+ // Parse the contact info, =ote that some events won't have contact phone number
+ rawContactInfo := toMap(rawEvent.Event["custom_fields"])
+ contactInfo := [3]string{}
+ for i, infoField := range []string{
+ "contact_information_name", "contact_information_email", "contact_information_phone",
+ } {
+ contactInfo[i] = toString(rawContactInfo[infoField])
+ }
+
+ events = append(events, schema.Event{
+ Id: primitive.NewObjectID(),
+ Summary: toString(rawEvent.Event["title"]),
+ Location: location,
+ StartTime: startTime,
+ EndTime: endTime,
+ Description: toString(rawEvent.Event["description_text"]),
+ EventType: eventTypes,
+ TargetAudience: targetAudiences,
+ Topic: eventTopics,
+ EventTags: tags,
+ EventWebsite: toString(rawEvent.Event["url"]),
+ Department: departments,
+ ContactName: contactInfo[0],
+ ContactEmail: contactInfo[1],
+ ContactPhoneNumber: contactInfo[2],
+ })
}
- utils.VPrintf("Scraped time: %s to %s ", dateTimeStart, dateTimeEnd)
-
- //Grab Location of Event
- var location string = ""
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter("p.location > span",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- location = getNodeText(nodes[0])
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- continue
- }
- utils.VPrintf("Scraped location: %s, ", location)
-
- //Get description of event
- var description string = ""
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".description > p",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- description = getNodeText(nodes[0])
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- continue
- }
- utils.VPrintf("Scraped description: %s, ", description)
-
- //Grab Event Type
- var eventType []string = []string{}
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".filter-event_types > p > a",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- for _, node := range nodes {
- eventType = append(eventType, getNodeText(node))
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- panic(err)
- }
- utils.VPrintf("Scraped event type: %s", eventType)
+ log.Printf("Parsed the events of page %d successfully!\n\n", page+1)
+ }
- //Grab Target Audience
- targetAudience := []string{}
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".filter-event_target_audience > p > a",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- for _, node := range nodes {
- targetAudience = append(targetAudience, getNodeText(node))
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- panic(err)
- }
- utils.VPrintf("Scraped target audience: %s, ", targetAudience)
+ if err := utils.WriteJSON(fmt.Sprintf("%s/events.json", outDir), events); err != nil {
+ panic(err)
+ }
+ log.Printf("Finished parsing %d events successfully!\n\n", len(events))
+}
- //Grab Topic
- topic := []string{}
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".filter-event_topic > p > a",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- for _, node := range nodes {
- topic = append(topic, getNodeText(node))
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- panic(err)
- }
- utils.VPrintf("Scraped topic: %s, ", topic)
+// Scrape the data from the api and unmarshal it to response data
+func scrapeAndUnmarshal(client *http.Client, page int, data *APICalendarResponse) error {
+ // Call API to get the byte data
+ calendarUrl := fmt.Sprintf("https://calendar.utdallas.edu/api/2/events?days=365&pp=100&page=%d", page)
+ req, err := http.NewRequest("GET", calendarUrl, nil)
+ if err != nil {
+ return err
+ }
+ res, err := client.Do(req)
+ if err != nil {
+ return err
+ }
+ if res != nil && res.StatusCode != 200 {
+ return fmt.Errorf("ERROR: Non-200 status is returned, %s", res.Status)
+ }
- //Grab Event Tags
- tags := []string{}
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".event-tags > p > a",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- for _, node := range nodes {
- tags = append(tags, getNodeText(node))
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- panic(err)
- }
- utils.VPrintf("Scraped tags: %s, ", tags)
+ // Unmarshal bytes to the response data
+ buffer := bytes.Buffer{}
+ if _, err = buffer.ReadFrom(res.Body); err != nil {
+ return err
+ }
+ res.Body.Close()
+ if err = json.Unmarshal(buffer.Bytes(), &data); err != nil {
+ return err
+ }
+ return nil
+}
- //Grab Website
- var eventWebsite string = ""
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".event-website > p > a",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- href, hasHref := nodes[0].Attribute("href")
- if !hasHref {
- return errors.New("event does not have website")
- }
- eventWebsite = href
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- continue
- }
- utils.VPrintf("Scraped website: %s, ", eventWebsite)
+// Casting an interface{} to an slice of interface{}
+func toSlice(data interface{}) []interface{} {
+ if array, ok := data.([]interface{}); ok {
+ return array
+ }
+ return nil
+}
- //Grab Department
- var eventDepartment []string = []string{}
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".event-group > a",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- for _, node := range nodes {
- eventDepartment = append(eventDepartment, getNodeText(node))
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- panic(err)
- }
- utils.VPrintf("Scraped department: %s, ", eventDepartment)
+// Casting an interface{} to map from string to interface{}
+func toMap(data interface{}) map[string]interface{} {
+ if dataMap, ok := data.(map[string]interface{}); ok {
+ return dataMap
+ }
+ return nil
+}
- //Grab Contact information
- var contactInformationName string = ""
- var contactInformationEmail string = ""
- var contactInformationPhone string = ""
- err = chromedp.Run(chromedpCtx,
- chromedp.QueryAfter(".custom-field-contact_information_name",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- contactInformationName = getNodeText(nodes[0])
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- chromedp.QueryAfter(".custom-field-contact_information_email",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- contactInformationEmail = getNodeText(nodes[0])
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- chromedp.QueryAfter(".custom-field-contact_information_phone",
- func(ctx context.Context, _ runtime.ExecutionContextID, nodes ...*cdp.Node) error {
- if len(nodes) != 0 {
- contactInformationPhone = getNodeText(nodes[0])
- if err != nil {
- return err
- }
- }
- return nil
- }, chromedp.AtLeast(0),
- ),
- )
- if err != nil {
- panic(err)
+// Casting an interface{} to string, if the data is nil then string is ""
+func toString(data interface{}) string {
+ if data != nil {
+ if dataString, ok := data.(string); ok {
+ return dataString
}
- utils.VPrintf("Scraped contact name info: %s", contactInformationName)
- utils.VPrintf("Scraped contact email info: %s", contactInformationEmail)
- utils.VPrintf("Scraped contact phone info: %s", contactInformationPhone)
-
- events = append(events, schema.Event{
- Id: primitive.NewObjectID(),
- Summary: summary,
- Location: location,
- StartTime: dateTimeStart,
- EndTime: dateTimeEnd,
- Description: description,
- EventType: eventType,
- TargetAudience: targetAudience,
- Topic: topic,
- EventTags: tags,
- EventWebsite: eventWebsite,
- Department: eventDepartment,
- ContactName: contactInformationName,
- ContactEmail: contactInformationEmail,
- ContactPhoneNumber: contactInformationPhone,
- })
}
+ return ""
+}
- // Write event data to output file
- fptr, err := os.Create(fmt.Sprintf("%s/events.json", outDir))
+// Parse string time
+func parseTime(stringTime string) time.Time {
+ parsedTime, err := time.Parse(time.RFC3339, stringTime)
if err != nil {
panic(err)
}
- encoder := json.NewEncoder(fptr)
- encoder.SetIndent("", "\t")
- encoder.Encode(events)
- fptr.Close()
+ return parsedTime
}
diff --git a/utils/methods.go b/utils/methods.go
index 3a6bc00..3739e93 100644
--- a/utils/methods.go
+++ b/utils/methods.go
@@ -319,3 +319,23 @@ func ConvertFromInterface[T string | float64](value interface{}) *T {
}
return nil
}
+
+// UnmarshallFile reads a JSON file from the given path and unmarshalls it into type T.
+// With rethrow `os.ErrNotExist` if it occurs otherwise errors will be wrapped
+func UnmarshallFile[T any](path string) (T, error) {
+ var result T
+
+ file, err := os.ReadFile(path)
+ if err != nil {
+ //rethrow errors for missing files
+ if errors.Is(err, os.ErrNotExist) {
+ return result, err
+ }
+ return result, fmt.Errorf("error reading file '%s': %w", path, err)
+ }
+ if err = json.Unmarshal(file, &result); err != nil {
+ return result, fmt.Errorf("error unmarshalling JSON from file '%s': %w", path, err)
+ }
+
+ return result, nil
+}
From 3a82a94c275a1c36e53e623f05b0a0065e4fed0e Mon Sep 17 00:00:00 2001
From: Ian <94922205+SoggyRhino@users.noreply.github.com>
Date: Mon, 4 Aug 2025 15:49:34 -0500
Subject: [PATCH 2/5] updated test data structure updated docs added test for
loadgrades rewrote test for profileLoader.go updated -update fixed bugs in
the test,
---
parser/gradeLoader.go | 2 +-
parser/gradeLoader_test.go | 113 +-
parser/parser_test.go | 146 +-
parser/profileLoader.go | 8 +-
parser/profileLoader_test.go | 42 +-
.../{ => coursebook}/case_000/classInfo.json | 0
.../{ => coursebook}/case_000/course.json | 4 +-
.../{ => coursebook}/case_000/input.html | 0
.../{ => coursebook}/case_000/professors.json | 4 +-
.../{ => coursebook}/case_000/section.json | 6 +-
.../{ => coursebook}/case_001/classInfo.json | 0
.../case_001}/course.json | 4 +-
.../{ => coursebook}/case_001/input.html | 0
.../{ => coursebook}/case_001/professors.json | 8 +-
.../{ => coursebook}/case_001/section.json | 8 +-
.../{ => coursebook}/case_002/classInfo.json | 0
.../case_002}/course.json | 4 +-
.../{ => coursebook}/case_002/input.html | 0
.../{ => coursebook}/case_002/professors.json | 8 +-
.../{ => coursebook}/case_002/section.json | 8 +-
.../{ => coursebook}/case_003/classInfo.json | 0
.../{ => coursebook}/case_003/course.json | 4 +-
.../{ => coursebook}/case_003/input.html | 0
.../{ => coursebook}/case_003/professors.json | 4 +-
.../{ => coursebook}/case_003/section.json | 6 +-
.../{ => coursebook}/case_004/classInfo.json | 0
.../{ => coursebook}/case_004/course.json | 4 +-
.../{ => coursebook}/case_004/input.html | 0
.../{ => coursebook}/case_004/professors.json | 4 +-
.../{ => coursebook}/case_004/section.json | 6 +-
.../{ => coursebook}/case_005/classInfo.json | 0
.../{ => coursebook}/case_005/course.json | 4 +-
.../{ => coursebook}/case_005/input.html | 0
.../{ => coursebook}/case_005/professors.json | 0
.../{ => coursebook}/case_005/section.json | 4 +-
.../{ => coursebook}/case_006/classInfo.json | 0
.../{ => coursebook}/case_006/course.json | 4 +-
.../{ => coursebook}/case_006/input.html | 0
.../{ => coursebook}/case_006/professors.json | 0
.../{ => coursebook}/case_006/section.json | 4 +-
parser/testdata/{ => coursebook}/courses.json | 24 +-
.../testdata/{ => coursebook}/professors.json | 58 +-
parser/testdata/coursebook/profiles.json | 97 +
.../testdata/{ => coursebook}/sections.json | 180 +-
parser/testdata/grade-data/24F.csv | 2983 +++++++++++++++++
parser/testdata/grade-data/24S.csv | 2771 +++++++++++++++
46 files changed, 6223 insertions(+), 299 deletions(-)
rename parser/testdata/{ => coursebook}/case_000/classInfo.json (100%)
rename parser/testdata/{ => coursebook}/case_000/course.json (93%)
rename parser/testdata/{ => coursebook}/case_000/input.html (100%)
rename parser/testdata/{ => coursebook}/case_000/professors.json (82%)
rename parser/testdata/{ => coursebook}/case_000/section.json (89%)
rename parser/testdata/{ => coursebook}/case_001/classInfo.json (100%)
rename parser/testdata/{case_002 => coursebook/case_001}/course.json (93%)
rename parser/testdata/{ => coursebook}/case_001/input.html (100%)
rename parser/testdata/{ => coursebook}/case_001/professors.json (82%)
rename parser/testdata/{ => coursebook}/case_001/section.json (88%)
rename parser/testdata/{ => coursebook}/case_002/classInfo.json (100%)
rename parser/testdata/{case_001 => coursebook/case_002}/course.json (93%)
rename parser/testdata/{ => coursebook}/case_002/input.html (100%)
rename parser/testdata/{ => coursebook}/case_002/professors.json (82%)
rename parser/testdata/{ => coursebook}/case_002/section.json (88%)
rename parser/testdata/{ => coursebook}/case_003/classInfo.json (100%)
rename parser/testdata/{ => coursebook}/case_003/course.json (94%)
rename parser/testdata/{ => coursebook}/case_003/input.html (100%)
rename parser/testdata/{ => coursebook}/case_003/professors.json (82%)
rename parser/testdata/{ => coursebook}/case_003/section.json (89%)
rename parser/testdata/{ => coursebook}/case_004/classInfo.json (100%)
rename parser/testdata/{ => coursebook}/case_004/course.json (94%)
rename parser/testdata/{ => coursebook}/case_004/input.html (100%)
rename parser/testdata/{ => coursebook}/case_004/professors.json (82%)
rename parser/testdata/{ => coursebook}/case_004/section.json (86%)
rename parser/testdata/{ => coursebook}/case_005/classInfo.json (100%)
rename parser/testdata/{ => coursebook}/case_005/course.json (89%)
rename parser/testdata/{ => coursebook}/case_005/input.html (100%)
rename parser/testdata/{ => coursebook}/case_005/professors.json (100%)
rename parser/testdata/{ => coursebook}/case_005/section.json (89%)
rename parser/testdata/{ => coursebook}/case_006/classInfo.json (100%)
rename parser/testdata/{ => coursebook}/case_006/course.json (89%)
rename parser/testdata/{ => coursebook}/case_006/input.html (100%)
rename parser/testdata/{ => coursebook}/case_006/professors.json (100%)
rename parser/testdata/{ => coursebook}/case_006/section.json (92%)
rename parser/testdata/{ => coursebook}/courses.json (91%)
rename parser/testdata/{ => coursebook}/professors.json (79%)
create mode 100644 parser/testdata/coursebook/profiles.json
rename parser/testdata/{ => coursebook}/sections.json (89%)
create mode 100644 parser/testdata/grade-data/24F.csv
create mode 100644 parser/testdata/grade-data/24S.csv
diff --git a/parser/gradeLoader.go b/parser/gradeLoader.go
index 492e857..6a72de1 100644
--- a/parser/gradeLoader.go
+++ b/parser/gradeLoader.go
@@ -97,7 +97,7 @@ func csvToMap(csvFilePath string) (map[string][]int, error) {
return map[string][]int{}, fmt.Errorf("could not find A+ column")
}
- for _, record := range records {
+ for _, record := range records[1:] {
// convert grade distribution from string to int
intSlice := [14]int{}
diff --git a/parser/gradeLoader_test.go b/parser/gradeLoader_test.go
index 96e6981..7997f99 100644
--- a/parser/gradeLoader_test.go
+++ b/parser/gradeLoader_test.go
@@ -10,51 +10,82 @@ import (
"github.com/google/go-cmp/cmp"
)
-var csvHeader = []string{
+var csvGradeHeader = []string{
"Instructor 1", "Instructor 2", "Instructor 3", "Instructor 4", "Instructor 5", "Instructor 6", "Subject",
"Catalog Nbr", "Section", "A+", "A", "A-", "B+", "B", "B-", "C+", "C", "C-", "D+", "D", "D-", "F", "NF",
"CR", "I", "NC", "P", "W",
}
-func TestCsvToMap(t *testing.T) {
- t.Parallel()
+var gradeLoaderCases = map[string]struct {
+ subject string
+ catalogNumber string
+ sectionNumber string
+ key string
+ gradesInput []string
+ grades []int
+}{
+ "case_001": {
+ subject: "ECS",
+ catalogNumber: "2301",
+ sectionNumber: "001",
+ key: "ECS23011",
+ gradesInput: []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13"},
+ grades: []int{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13},
+ },
+ "case_002": {
+ subject: "CS",
+ catalogNumber: "1337",
+ sectionNumber: "001",
+ key: "CS13371", // Test empty grade fields
+ gradesInput: []string{"", "", "", "", "", "", "", "", "", "", "", "", "", ""},
+ grades: []int{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
+ },
+ "case_003": {
+ subject: "MTHE",
+ catalogNumber: "5V06",
+ sectionNumber: "5H2", // Test non integer section
+ key: "MTHE5V065H2",
+ gradesInput: []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13"},
+ grades: []int{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13},
+ },
+}
+
+func TestLoadGrades(t *testing.T) {
tempDir := t.TempDir()
- cases := map[string]struct {
- subject string
- catalogNumber string
- sectionNumber string
- key string
- gradesInput []string
- grades []int
- }{
- "case_001": {
- subject: "ECS",
- catalogNumber: "2301",
- sectionNumber: "001",
- key: "ECS23011",
- gradesInput: []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13"},
- grades: []int{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13},
- },
- "case_002": {
- subject: "CS",
- catalogNumber: "1337",
- sectionNumber: "001",
- key: "CS13371", // Test empty grade fields
- gradesInput: []string{"", "", "", "", "", "", "", "", "", "", "", "", "", ""},
- grades: []int{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
- },
- "case_003": {
- subject: "MTHE",
- catalogNumber: "5V06",
- sectionNumber: "5H2", // Test non integer section
- key: "MTHE5V065H2",
- gradesInput: []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13"},
- grades: []int{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13},
- },
+ GradeMap = make(map[string]map[string][]int)
+ expectedMap := make(map[string]map[string][]int)
+
+ for name, testCase := range gradeLoaderCases {
+ fileName := filepath.Join(tempDir, fmt.Sprintf("%s.csv", name))
+ err := buildCsv(t, fileName, testCase.subject, testCase.catalogNumber, testCase.sectionNumber, testCase.gradesInput)
+ if err != nil {
+ t.Errorf("failed to build csv file %v", err)
+ }
+
+ //build expected map
+ expectedMap[name] = map[string][]int{
+ testCase.key: testCase.grades,
+ }
+ }
+
+ err := loadGrades(tempDir)
+ if err != nil {
+ t.Errorf("failed to load grades: %v", err)
+ }
+
+ diff := cmp.Diff(expectedMap, GradeMap)
+
+ if diff != "" {
+ t.Errorf("Failed (-expected +got)\n %s", diff)
}
+}
+
+func TestCsvToMap(t *testing.T) {
+ t.Parallel()
+ tempDir := t.TempDir()
- for name, testCase := range cases {
+ for name, testCase := range gradeLoaderCases {
t.Run(name, func(t *testing.T) {
t.Parallel()
fileName := filepath.Join(tempDir, fmt.Sprintf("%s.csv", name))
@@ -83,7 +114,6 @@ func TestCsvToMap(t *testing.T) {
})
}
-
}
func buildCsv(t *testing.T, fileName string, subject string, catalogNumber string, sectionNumber string, gradesInput []string) error {
@@ -92,9 +122,11 @@ func buildCsv(t *testing.T, fileName string, subject string, catalogNumber strin
if err != nil {
return fmt.Errorf("cannot create test file %s: %v", fileName, err)
}
+ defer file.Close()
+
writer := csv.NewWriter(file)
- if err = writer.Write(csvHeader); err != nil {
+ if err = writer.Write(csvGradeHeader); err != nil {
return fmt.Errorf("cannot write to file %s : %v", fileName, err)
}
@@ -108,8 +140,5 @@ func buildCsv(t *testing.T, fileName string, subject string, catalogNumber strin
}
writer.Flush()
- if err := writer.Error(); err != nil {
- return fmt.Errorf("error flushing writer: %w", err)
- }
- return file.Close()
+ return writer.Error()
}
diff --git a/parser/parser_test.go b/parser/parser_test.go
index bf9de47..443cbf7 100644
--- a/parser/parser_test.go
+++ b/parser/parser_test.go
@@ -30,39 +30,50 @@ type TestData struct {
Professors []schema.Professor
}
-// testData global dictionary containing the data from /testdata/coursebook by folder name
var (
- testData map[string]TestData
- testCourses []schema.Course
- testSections []schema.Section
+ // testData global map containing the data from /testdata/coursebook by folder name
+ testData map[string]TestData
+
+ // testCourses is the unmarshalled /testdata/coursebook/courses.json
+ // created by running Parse on the /testdata/coursebook
+ testCourses []schema.Course
+ // testSections is the unmarshalled /testdata/coursebook/sections.json
+ testSections []schema.Section
+ // testProfessors is the unmarshalled /testdata/coursebook/professors.json
testProfessors []schema.Professor
)
// TestMain entry point for all tests in the parser package.
-// The function will load `/testdata/coursebook` into memory before running
-// the tests so that test can run in parallel.
+// This function will load all the test data in /testdata
+//
+// - testData: Map of individual coursebook html files and there corresponding schema representations.
+// Used to test courseParser, sectionParser and professorParser
+//
+// - testCourses, testSections and testProfessors: List of containing the schema respective representations of running
+// Parse on the /testdata/coursebook. User to test Parse and validator.
//
// You can optionally provide the flag `update`, which will run
// updateTestData. Example usage
//
// `go test -v ./parser -args -update`
func TestMain(m *testing.M) {
- update := flag.Bool("update", false, "Regenerates the expected output for the provided test inputs. Should only be used when you are 100% sure your code is correct! It will make all test pass :)")
+ update := flag.Bool("update", true, "Regenerates the expected output for the provided test inputs. Should only be used when you are 100% sure your code is correct! It will make all test pass :)")
if !flag.Parsed() {
flag.Parse()
}
if *update {
+ log.Printf("Updating test data...")
if err := updateTestData(); err != nil {
log.Fatalf("Error updating test data: %v", err)
}
- log.Println("Successfully updated test data")
+ log.Println("Test data updated successfully!")
os.Exit(0)
}
testData = make(map[string]TestData)
- dir, err := os.ReadDir("testdata/")
+ dir, err := os.ReadDir("testdata/coursebook/")
if err != nil {
log.Fatalf("Failed to load testdata: %v", err)
}
@@ -71,20 +82,22 @@ func TestMain(m *testing.M) {
if !file.IsDir() {
continue
}
- if testData[file.Name()], err = loadTest(file.Name()); err != nil {
+ filePath := filepath.Join("testdata/coursebook/", file.Name())
+
+ if testData[file.Name()], err = loadTest(filePath); err != nil {
log.Fatalf("Failed to load %s: %v", file.Name(), err)
}
}
- testCourses, err = utils.UnmarshallFile[[]schema.Course]("./testdata/courses.json")
+ testCourses, err = utils.UnmarshallFile[[]schema.Course]("./testdata/coursebook/courses.json")
if err != nil {
log.Fatalf("Failed to load courses: %v", err)
}
- testSections, err = utils.UnmarshallFile[[]schema.Section]("./testdata/sections.json")
+ testSections, err = utils.UnmarshallFile[[]schema.Section]("./testdata/coursebook/sections.json")
if err != nil {
log.Fatalf("Failed to load sections: %v", err)
}
- testProfessors, err = utils.UnmarshallFile[[]schema.Professor]("./testdata/professors.json")
+ testProfessors, err = utils.UnmarshallFile[[]schema.Professor]("./testdata/coursebook/professors.json")
if err != nil {
log.Fatalf("Failed to load professors: %v", err)
}
@@ -92,8 +105,11 @@ func TestMain(m *testing.M) {
os.Exit(m.Run())
}
+// loadTest utility function for creating a TestData from a given directory.
+// requires the passed directory to match the structure outlined in updateTestData
func loadTest(dir string) (result TestData, err error) {
- htmlBytes, err := os.ReadFile(fmt.Sprintf("testdata/%s/input.html", dir))
+
+ htmlBytes, err := os.ReadFile(filepath.Join(dir, "input.html"))
if err != nil {
return
}
@@ -104,19 +120,19 @@ func loadTest(dir string) (result TestData, err error) {
}
result.Input = string(htmlBytes)
result.RowInfo = getRowInfo(doc)
- result.Section, err = utils.UnmarshallFile[schema.Section](fmt.Sprintf("testdata/%s/section.json", dir))
+ result.Section, err = utils.UnmarshallFile[schema.Section](filepath.Join(dir, "section.json"))
if err != nil {
return
}
- result.Course, err = utils.UnmarshallFile[schema.Course](fmt.Sprintf("testdata/%s/course.json", dir))
+ result.Course, err = utils.UnmarshallFile[schema.Course](filepath.Join(dir, "course.json"))
if err != nil {
return
}
- result.Professors, err = utils.UnmarshallFile[[]schema.Professor](fmt.Sprintf("testdata/%s/professors.json", dir))
+ result.Professors, err = utils.UnmarshallFile[[]schema.Professor](filepath.Join(dir, "professors.json"))
if err != nil {
return
}
- result.ClassInfo, err = utils.UnmarshallFile[map[string]string](fmt.Sprintf("testdata/%s/classInfo.json", dir))
+ result.ClassInfo, err = utils.UnmarshallFile[map[string]string](filepath.Join(dir, "classInfo.json"))
if err != nil {
return
}
@@ -124,7 +140,7 @@ func loadTest(dir string) (result TestData, err error) {
return
}
-// updateTestData regenerates /testdata by parsing all `.html` files under it
+// updateTestData regenerates /testdata/coursebook/ by parsing all `.html` files under it
// (recursively via utils.GetAllFilesWithExtension) and saving the current
// output as the new expected output.
//
@@ -132,13 +148,16 @@ func loadTest(dir string) (result TestData, err error) {
//
// /case_XXX/
// - input.html
-// - classinfo.json
+// - classInfo.json
// - course.json
// - section.json
// - professors.json
//
// It also regenerates the cumulative JSONs (e.g., Courses.json) by running
-// Parse on the /testdata/.
+// Parse on the /testdata/coursebook.
+//
+// Creates a sample profiles.json by copying professors.json as there is not a good
+// why to create it since scrape profiles does not output any intermediate data.
//
// The function creates the new testdata in a temp dir, then replaces the
// existing one atomically to avoid corruption. Duplicate inputs (based on
@@ -146,15 +165,9 @@ func loadTest(dir string) (result TestData, err error) {
//
// Errors may still occur while copying or deleting the testdata directory.
func updateTestData() error {
- log.Printf("Updating test data for the given inputs")
-
- if err := loadGrades("../grade-data"); err != nil {
- return fmt.Errorf("error loading grades: %v", err)
- }
-
- if err := loadProfiles(""); err != nil {
- //return fmt.Errorf("error loading profiles: %v", err)
- }
+ //ignore logging
+ log.SetOutput(&bytes.Buffer{})
+ defer log.SetOutput(os.Stdout)
tempDir, err := os.MkdirTemp("", "testdata-*")
if err != nil {
@@ -165,7 +178,11 @@ func updateTestData() error {
//Fill temp dir with all the test cases and expected values
duplicates := make(map[string]bool)
- for i, input := range utils.GetAllFilesWithExtension("testdata/", ".html") {
+ for i, input := range utils.GetAllFilesWithExtension("testdata/coursebook/", ".html") {
+
+ //manually load grades and profiles since it is usually called in Parse
+ _ = loadGrades("testdata/grade-data/")
+
parse(input)
for _, course := range Courses {
@@ -242,19 +259,34 @@ func updateTestData() error {
}
//rerun parser to get Courses.json, Sections.json, Professors.json
- Parse(tempDir, tempDir, "../grade-data", false)
+ Parse(tempDir, tempDir, "testdata/grade-data/", true)
//overwrite the current test data with the new data
- if err := os.RemoveAll("testdata/"); err != nil {
+ if err := os.RemoveAll("testdata/coursebook/"); err != nil {
return fmt.Errorf("failed to remove testdata: %v", err)
}
- if err := os.CopyFS("testdata/", os.DirFS(tempDir)); err != nil {
+ if err := os.CopyFS("testdata/coursebook/", os.DirFS(tempDir)); err != nil {
return fmt.Errorf("failed to copy testdata: %v", err)
}
- //reset maps to avoid side effects. maybe parser should be an object?
- clearGlobals()
+ // since profiles.json is just a list of professor we can just use a list we already have
+ // could be better but the profiles scraper also does the parsing for some reason so there
+ // is no way to load html like we do for coursebook
+ professors, err := utils.UnmarshallFile[[]schema.Professor]("testdata/coursebook/professors.json")
+ if err != nil {
+ return fmt.Errorf("failed to load professors: %v", err)
+ }
+ // we need to remove meetings and sections since they are always empty when scrapped
+ for i, _ := range professors {
+ professors[i].Sections = []primitive.ObjectID{}
+ professors[i].Office_hours = []schema.Meeting{}
+ }
+
+ if err = utils.WriteJSON("testdata/coursebook/profiles.json", professors); err != nil {
+ return fmt.Errorf("failed to create profiles.json: %v", err)
+ }
+
return nil
}
@@ -271,7 +303,8 @@ func TestParse(t *testing.T) {
// make sure we are starting from a clean state
clearGlobals()
tempDir := t.TempDir()
- Parse("testdata/", tempDir, "../grade-data", false)
+
+ Parse("testdata/coursebook/", tempDir, "testdata/grade-data/", false)
OutputCourses, err := utils.UnmarshallFile[[]schema.Course](filepath.Join(tempDir, "courses.json"))
if err != nil {
@@ -288,27 +321,12 @@ func TestParse(t *testing.T) {
t.Errorf("failded to load output sections.json %v", err)
}
- ExpectedCourses, err := utils.UnmarshallFile[[]schema.Course](filepath.Join("testdata", "courses.json"))
- if err != nil {
- t.Errorf("failded to load expected courses.json %v", err)
- }
-
- ExpectedProfessors, err := utils.UnmarshallFile[[]schema.Professor](filepath.Join("testdata", "professors.json"))
- if err != nil {
- t.Errorf("failded to load expected professors.json %v", err)
- }
-
- ExpectedSections, err := utils.UnmarshallFile[[]schema.Section](filepath.Join("testdata", "sections.json"))
- if err != nil {
- t.Errorf("failded to load expected sections.json %v", err)
- }
-
//Build the ValueByID maps, this is used to for comparing because we cant directly compare ids
CoursesById := make(map[primitive.ObjectID]schema.Course)
for _, course := range OutputCourses {
CoursesById[course.Id] = course
}
- for _, course := range ExpectedCourses {
+ for _, course := range testCourses {
CoursesById[course.Id] = course
}
@@ -316,7 +334,7 @@ func TestParse(t *testing.T) {
for _, prof := range OutputProfessors {
ProfessorsByID[prof.Id] = prof
}
- for _, prof := range ExpectedProfessors {
+ for _, prof := range testProfessors {
ProfessorsByID[prof.Id] = prof
}
@@ -324,7 +342,7 @@ func TestParse(t *testing.T) {
for _, section := range OutputSections {
SectionsByID[section.Id] = section
}
- for _, section := range ExpectedSections {
+ for _, section := range testSections {
SectionsByID[section.Id] = section
}
@@ -337,7 +355,7 @@ func TestParse(t *testing.T) {
CoursesByKey[key] = course
}
- for _, expectedCourse := range ExpectedCourses {
+ for _, expectedCourse := range testCourses {
key := expectedCourse.Course_number + expectedCourse.Catalog_year
t.Run(key, func(t *testing.T) {
if outputCourse, ok := CoursesByKey[key]; ok {
@@ -349,8 +367,6 @@ func TestParse(t *testing.T) {
if section, ok := SectionsByID[id]; ok {
//We don't need to check sections for correctness, just check that the reference is correct
result = append(result, section.Section_number)
- } else {
- result = append(result, "")
}
}
return result
@@ -358,7 +374,7 @@ func TestParse(t *testing.T) {
)
if diff != "" {
- t.Errorf("Failed (-expected +got)\n %s", diff)
+ t.Errorf("Course %s mismatch (-expected +got):\n%s", key, diff)
}
//remove found course from map, this will allow us to see if there are extra courses in output
@@ -392,7 +408,7 @@ func TestParse(t *testing.T) {
ProfessorsByKey[key] = professor
}
- for _, expectedProfessor := range ExpectedProfessors {
+ for _, expectedProfessor := range testProfessors {
key := expectedProfessor.First_name + expectedProfessor.Last_name
t.Run(key, func(t *testing.T) {
@@ -406,8 +422,6 @@ func TestParse(t *testing.T) {
if section, ok := SectionsByID[id]; ok {
//We don't need to check sections for correctness, just check that the reference is correct
result = append(result, section.Section_number)
- } else {
- result = append(result, "")
}
}
return result
@@ -415,7 +429,7 @@ func TestParse(t *testing.T) {
)
if diff != "" {
- t.Errorf("Failed (-expected +got)\n %s", diff)
+ t.Errorf("Professor %s mismatch (-expected +got):\n%s", key, diff)
}
delete(ProfessorsByKey, key)
@@ -448,7 +462,7 @@ func TestParse(t *testing.T) {
SectionsByKey[key] = section
}
- for _, expectedSection := range ExpectedSections {
+ for _, expectedSection := range testSections {
course := CoursesById[expectedSection.Course_reference]
key := course.Course_number + expectedSection.Section_number + expectedSection.Academic_session.Name
@@ -469,8 +483,6 @@ func TestParse(t *testing.T) {
if professor, ok := ProfessorsByID[id]; ok {
//We don't need to check sections for correctness, just check that the reference is correct
result = append(result, professor.First_name+professor.Last_name)
- } else {
- result = append(result, "")
}
}
return result
@@ -478,7 +490,7 @@ func TestParse(t *testing.T) {
)
if diff != "" {
- t.Errorf("Failed (-expected +got)\n %s", diff)
+ t.Errorf("Section %s mismatch (-expected +got):\n%s", key, diff)
}
delete(SectionsByKey, key)
diff --git a/parser/profileLoader.go b/parser/profileLoader.go
index 11cf20e..145e105 100644
--- a/parser/profileLoader.go
+++ b/parser/profileLoader.go
@@ -3,17 +3,17 @@ package parser
import (
"fmt"
"log"
+ "path/filepath"
"github.com/UTDNebula/api-tools/utils"
"github.com/UTDNebula/nebula-api/api/schema"
)
-// loadProfiles loads file profiles.json from the inDir
-//
-// returns nil if profiles are loaded successfully
+// loadProfiles loads file profiles.json from the inDir.
+// If successful will update Professors and return nil, otherwise will return an error.
func loadProfiles(inDir string) error {
- profs, err := utils.UnmarshallFile[[]schema.Professor](fmt.Sprintf("%s/profiles.json", inDir))
+ profs, err := utils.UnmarshallFile[[]schema.Professor](filepath.Join(inDir, "profiles.json"))
if err != nil {
return fmt.Errorf("failed to load profiles.json : %v", err)
}
diff --git a/parser/profileLoader_test.go b/parser/profileLoader_test.go
index f75e3b3..3d90110 100644
--- a/parser/profileLoader_test.go
+++ b/parser/profileLoader_test.go
@@ -1,11 +1,43 @@
package parser
-import "testing"
+import (
+ "bytes"
+ "log"
+ "os"
+ "testing"
+
+ "github.com/UTDNebula/nebula-api/api/schema"
+ "github.com/google/go-cmp/cmp"
+ "go.mongodb.org/mongo-driver/bson/primitive"
+)
func TestProfileLoader(t *testing.T) {
- t.Parallel()
- tempDir := t.TempDir() //ensure file does not exist
+ //remove side effects of the test
+ clearGlobals()
+ professors := make(map[string]*schema.Professor)
+ professorIDMap := make(map[primitive.ObjectID]string)
+
+ // profiles.json is just a copy of professors.json
+ for _, prof := range testProfessors {
+ professorKey := prof.First_name + prof.Last_name
+ professors[professorKey] = &prof
+ professorIDMap[prof.Id] = professorKey
+ }
+
+ log.SetOutput(&bytes.Buffer{})
+ err := loadProfiles("testdata/coursebook/")
+ log.SetOutput(os.Stdout)
+
+ if err != nil {
+ t.Errorf("faild with error %v", err)
+ }
+
+ if diff := cmp.Diff(professors, Professors); diff != "" {
+ t.Errorf("profiles mismatch (-want +got):\n%s", diff)
+ }
- defer FailTestIfPanic(t, t.Name())
- _ = loadProfiles(tempDir)
+ if diff := cmp.Diff(professorIDMap, ProfessorIDMap); diff != "" {
+ t.Errorf("profiles mismatch (-want +got):\n%s", diff)
+ }
+ clearGlobals()
}
diff --git a/parser/testdata/case_000/classInfo.json b/parser/testdata/coursebook/case_000/classInfo.json
similarity index 100%
rename from parser/testdata/case_000/classInfo.json
rename to parser/testdata/coursebook/case_000/classInfo.json
diff --git a/parser/testdata/case_000/course.json b/parser/testdata/coursebook/case_000/course.json
similarity index 93%
rename from parser/testdata/case_000/course.json
rename to parser/testdata/coursebook/case_000/course.json
index f703e1a..7192ccf 100644
--- a/parser/testdata/case_000/course.json
+++ b/parser/testdata/coursebook/case_000/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68903692769f7bf3a0a64c7f",
+ "_id": "68911bed54c7e89bce3d42bc",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c80"
+ "68911bed54c7e89bce3d42bd"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/case_000/input.html b/parser/testdata/coursebook/case_000/input.html
similarity index 100%
rename from parser/testdata/case_000/input.html
rename to parser/testdata/coursebook/case_000/input.html
diff --git a/parser/testdata/case_000/professors.json b/parser/testdata/coursebook/case_000/professors.json
similarity index 82%
rename from parser/testdata/case_000/professors.json
rename to parser/testdata/coursebook/case_000/professors.json
index f56f727..1e816ee 100644
--- a/parser/testdata/case_000/professors.json
+++ b/parser/testdata/coursebook/case_000/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68903692769f7bf3a0a64c81",
+ "_id": "68911bed54c7e89bce3d42be",
"first_name": "Botir",
"last_name": "Kobilov",
"titles": [
@@ -17,7 +17,7 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c80"
+ "68911bed54c7e89bce3d42bd"
]
}
]
diff --git a/parser/testdata/case_000/section.json b/parser/testdata/coursebook/case_000/section.json
similarity index 89%
rename from parser/testdata/case_000/section.json
rename to parser/testdata/coursebook/case_000/section.json
index dfc29f5..766ed51 100644
--- a/parser/testdata/case_000/section.json
+++ b/parser/testdata/coursebook/case_000/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68903692769f7bf3a0a64c80",
+ "_id": "68911bed54c7e89bce3d42bd",
"section_number": "001",
- "course_reference": "68903692769f7bf3a0a64c7f",
+ "course_reference": "68911bed54c7e89bce3d42bc",
"section_corequisites": null,
"academic_session": {
"name": "24F",
@@ -9,7 +9,7 @@
"end_date": "2024-12-13T00:00:00-06:00"
},
"professors": [
- "68903692769f7bf3a0a64c81"
+ "68911bed54c7e89bce3d42be"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/case_001/classInfo.json b/parser/testdata/coursebook/case_001/classInfo.json
similarity index 100%
rename from parser/testdata/case_001/classInfo.json
rename to parser/testdata/coursebook/case_001/classInfo.json
diff --git a/parser/testdata/case_002/course.json b/parser/testdata/coursebook/case_001/course.json
similarity index 93%
rename from parser/testdata/case_002/course.json
rename to parser/testdata/coursebook/case_001/course.json
index 34308ea..cc46fea 100644
--- a/parser/testdata/case_002/course.json
+++ b/parser/testdata/coursebook/case_001/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68903692769f7bf3a0a64c86",
+ "_id": "68911bed54c7e89bce3d42bf",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c87"
+ "68911bed54c7e89bce3d42c0"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/case_001/input.html b/parser/testdata/coursebook/case_001/input.html
similarity index 100%
rename from parser/testdata/case_001/input.html
rename to parser/testdata/coursebook/case_001/input.html
diff --git a/parser/testdata/case_001/professors.json b/parser/testdata/coursebook/case_001/professors.json
similarity index 82%
rename from parser/testdata/case_001/professors.json
rename to parser/testdata/coursebook/case_001/professors.json
index fe80b43..bf68f62 100644
--- a/parser/testdata/case_001/professors.json
+++ b/parser/testdata/coursebook/case_001/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68903692769f7bf3a0a64c84",
+ "_id": "68911bed54c7e89bce3d42c1",
"first_name": "Naim Bugra",
"last_name": "Ozel",
"titles": [
@@ -17,11 +17,11 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c83"
+ "68911bed54c7e89bce3d42c0"
]
},
{
- "_id": "68903692769f7bf3a0a64c85",
+ "_id": "68911bed54c7e89bce3d42c2",
"first_name": "Jieying",
"last_name": "Zhang",
"titles": [
@@ -38,7 +38,7 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c83"
+ "68911bed54c7e89bce3d42c0"
]
}
]
diff --git a/parser/testdata/case_001/section.json b/parser/testdata/coursebook/case_001/section.json
similarity index 88%
rename from parser/testdata/case_001/section.json
rename to parser/testdata/coursebook/case_001/section.json
index d3fddeb..b620b7a 100644
--- a/parser/testdata/case_001/section.json
+++ b/parser/testdata/coursebook/case_001/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68903692769f7bf3a0a64c83",
+ "_id": "68911bed54c7e89bce3d42c0",
"section_number": "003",
- "course_reference": "68903692769f7bf3a0a64c82",
+ "course_reference": "68911bed54c7e89bce3d42bf",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,8 +9,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68903692769f7bf3a0a64c84",
- "68903692769f7bf3a0a64c85"
+ "68911bed54c7e89bce3d42c1",
+ "68911bed54c7e89bce3d42c2"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/case_002/classInfo.json b/parser/testdata/coursebook/case_002/classInfo.json
similarity index 100%
rename from parser/testdata/case_002/classInfo.json
rename to parser/testdata/coursebook/case_002/classInfo.json
diff --git a/parser/testdata/case_001/course.json b/parser/testdata/coursebook/case_002/course.json
similarity index 93%
rename from parser/testdata/case_001/course.json
rename to parser/testdata/coursebook/case_002/course.json
index 6542d88..91832bd 100644
--- a/parser/testdata/case_001/course.json
+++ b/parser/testdata/coursebook/case_002/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68903692769f7bf3a0a64c82",
+ "_id": "68911bed54c7e89bce3d42c3",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c83"
+ "68911bed54c7e89bce3d42c4"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/case_002/input.html b/parser/testdata/coursebook/case_002/input.html
similarity index 100%
rename from parser/testdata/case_002/input.html
rename to parser/testdata/coursebook/case_002/input.html
diff --git a/parser/testdata/case_002/professors.json b/parser/testdata/coursebook/case_002/professors.json
similarity index 82%
rename from parser/testdata/case_002/professors.json
rename to parser/testdata/coursebook/case_002/professors.json
index 8c1b8db..77911bf 100644
--- a/parser/testdata/case_002/professors.json
+++ b/parser/testdata/coursebook/case_002/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68903692769f7bf3a0a64c88",
+ "_id": "68911bed54c7e89bce3d42c5",
"first_name": "Jieying",
"last_name": "Zhang",
"titles": [
@@ -17,11 +17,11 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c87"
+ "68911bed54c7e89bce3d42c4"
]
},
{
- "_id": "68903692769f7bf3a0a64c89",
+ "_id": "68911bed54c7e89bce3d42c6",
"first_name": "Naim Bugra",
"last_name": "Ozel",
"titles": [
@@ -38,7 +38,7 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c87"
+ "68911bed54c7e89bce3d42c4"
]
}
]
diff --git a/parser/testdata/case_002/section.json b/parser/testdata/coursebook/case_002/section.json
similarity index 88%
rename from parser/testdata/case_002/section.json
rename to parser/testdata/coursebook/case_002/section.json
index fa5ec77..81b817c 100644
--- a/parser/testdata/case_002/section.json
+++ b/parser/testdata/coursebook/case_002/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68903692769f7bf3a0a64c87",
+ "_id": "68911bed54c7e89bce3d42c4",
"section_number": "001",
- "course_reference": "68903692769f7bf3a0a64c86",
+ "course_reference": "68911bed54c7e89bce3d42c3",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,8 +9,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68903692769f7bf3a0a64c88",
- "68903692769f7bf3a0a64c89"
+ "68911bed54c7e89bce3d42c5",
+ "68911bed54c7e89bce3d42c6"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/case_003/classInfo.json b/parser/testdata/coursebook/case_003/classInfo.json
similarity index 100%
rename from parser/testdata/case_003/classInfo.json
rename to parser/testdata/coursebook/case_003/classInfo.json
diff --git a/parser/testdata/case_003/course.json b/parser/testdata/coursebook/case_003/course.json
similarity index 94%
rename from parser/testdata/case_003/course.json
rename to parser/testdata/coursebook/case_003/course.json
index b745661..d923c09 100644
--- a/parser/testdata/case_003/course.json
+++ b/parser/testdata/coursebook/case_003/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68903692769f7bf3a0a64c8a",
+ "_id": "68911bed54c7e89bce3d42c7",
"subject_prefix": "BA",
"course_number": "1320",
"title": "Business in a Global World",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c8b"
+ "68911bed54c7e89bce3d42c8"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/case_003/input.html b/parser/testdata/coursebook/case_003/input.html
similarity index 100%
rename from parser/testdata/case_003/input.html
rename to parser/testdata/coursebook/case_003/input.html
diff --git a/parser/testdata/case_003/professors.json b/parser/testdata/coursebook/case_003/professors.json
similarity index 82%
rename from parser/testdata/case_003/professors.json
rename to parser/testdata/coursebook/case_003/professors.json
index d518c85..889e861 100644
--- a/parser/testdata/case_003/professors.json
+++ b/parser/testdata/coursebook/case_003/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68903692769f7bf3a0a64c8c",
+ "_id": "68911bed54c7e89bce3d42c9",
"first_name": "Peter",
"last_name": "Lewin",
"titles": [
@@ -17,7 +17,7 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c8b"
+ "68911bed54c7e89bce3d42c8"
]
}
]
diff --git a/parser/testdata/case_003/section.json b/parser/testdata/coursebook/case_003/section.json
similarity index 89%
rename from parser/testdata/case_003/section.json
rename to parser/testdata/coursebook/case_003/section.json
index 8708aea..ff08dce 100644
--- a/parser/testdata/case_003/section.json
+++ b/parser/testdata/coursebook/case_003/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68903692769f7bf3a0a64c8b",
+ "_id": "68911bed54c7e89bce3d42c8",
"section_number": "501",
- "course_reference": "68903692769f7bf3a0a64c8a",
+ "course_reference": "68911bed54c7e89bce3d42c7",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,7 +9,7 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68903692769f7bf3a0a64c8c"
+ "68911bed54c7e89bce3d42c9"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/case_004/classInfo.json b/parser/testdata/coursebook/case_004/classInfo.json
similarity index 100%
rename from parser/testdata/case_004/classInfo.json
rename to parser/testdata/coursebook/case_004/classInfo.json
diff --git a/parser/testdata/case_004/course.json b/parser/testdata/coursebook/case_004/course.json
similarity index 94%
rename from parser/testdata/case_004/course.json
rename to parser/testdata/coursebook/case_004/course.json
index b2c6ff3..2d284fb 100644
--- a/parser/testdata/case_004/course.json
+++ b/parser/testdata/coursebook/case_004/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68903692769f7bf3a0a64c8d",
+ "_id": "68911bed54c7e89bce3d42ca",
"subject_prefix": "BIOL",
"course_number": "6111",
"title": "Graduate Research Presentation",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c8e"
+ "68911bed54c7e89bce3d42cb"
],
"lecture_contact_hours": "1",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/case_004/input.html b/parser/testdata/coursebook/case_004/input.html
similarity index 100%
rename from parser/testdata/case_004/input.html
rename to parser/testdata/coursebook/case_004/input.html
diff --git a/parser/testdata/case_004/professors.json b/parser/testdata/coursebook/case_004/professors.json
similarity index 82%
rename from parser/testdata/case_004/professors.json
rename to parser/testdata/coursebook/case_004/professors.json
index 64b2827..dbda3bd 100644
--- a/parser/testdata/case_004/professors.json
+++ b/parser/testdata/coursebook/case_004/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68903692769f7bf3a0a64c8f",
+ "_id": "68911bed54c7e89bce3d42cc",
"first_name": "Tian",
"last_name": "Hong",
"titles": [
@@ -17,7 +17,7 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c8e"
+ "68911bed54c7e89bce3d42cb"
]
}
]
diff --git a/parser/testdata/case_004/section.json b/parser/testdata/coursebook/case_004/section.json
similarity index 86%
rename from parser/testdata/case_004/section.json
rename to parser/testdata/coursebook/case_004/section.json
index a0eff9c..3ebc969 100644
--- a/parser/testdata/case_004/section.json
+++ b/parser/testdata/coursebook/case_004/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68903692769f7bf3a0a64c8e",
+ "_id": "68911bed54c7e89bce3d42cb",
"section_number": "016",
- "course_reference": "68903692769f7bf3a0a64c8d",
+ "course_reference": "68911bed54c7e89bce3d42ca",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,7 +9,7 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68903692769f7bf3a0a64c8f"
+ "68911bed54c7e89bce3d42cc"
],
"teaching_assistants": [],
"internal_class_number": "29611",
diff --git a/parser/testdata/case_005/classInfo.json b/parser/testdata/coursebook/case_005/classInfo.json
similarity index 100%
rename from parser/testdata/case_005/classInfo.json
rename to parser/testdata/coursebook/case_005/classInfo.json
diff --git a/parser/testdata/case_005/course.json b/parser/testdata/coursebook/case_005/course.json
similarity index 89%
rename from parser/testdata/case_005/course.json
rename to parser/testdata/coursebook/case_005/course.json
index 7323c4c..ba8b40e 100644
--- a/parser/testdata/case_005/course.json
+++ b/parser/testdata/coursebook/case_005/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68903692769f7bf3a0a64c90",
+ "_id": "68911bed54c7e89bce3d42cd",
"subject_prefix": "AERO",
"course_number": "3320",
"title": "- Recitation",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c91"
+ "68911bed54c7e89bce3d42ce"
],
"lecture_contact_hours": "",
"laboratory_contact_hours": "",
diff --git a/parser/testdata/case_005/input.html b/parser/testdata/coursebook/case_005/input.html
similarity index 100%
rename from parser/testdata/case_005/input.html
rename to parser/testdata/coursebook/case_005/input.html
diff --git a/parser/testdata/case_005/professors.json b/parser/testdata/coursebook/case_005/professors.json
similarity index 100%
rename from parser/testdata/case_005/professors.json
rename to parser/testdata/coursebook/case_005/professors.json
diff --git a/parser/testdata/case_005/section.json b/parser/testdata/coursebook/case_005/section.json
similarity index 89%
rename from parser/testdata/case_005/section.json
rename to parser/testdata/coursebook/case_005/section.json
index 329c21e..2b1b4a2 100644
--- a/parser/testdata/case_005/section.json
+++ b/parser/testdata/coursebook/case_005/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68903692769f7bf3a0a64c91",
+ "_id": "68911bed54c7e89bce3d42ce",
"section_number": "201",
- "course_reference": "68903692769f7bf3a0a64c90",
+ "course_reference": "68911bed54c7e89bce3d42cd",
"section_corequisites": null,
"academic_session": {
"name": "25S",
diff --git a/parser/testdata/case_006/classInfo.json b/parser/testdata/coursebook/case_006/classInfo.json
similarity index 100%
rename from parser/testdata/case_006/classInfo.json
rename to parser/testdata/coursebook/case_006/classInfo.json
diff --git a/parser/testdata/case_006/course.json b/parser/testdata/coursebook/case_006/course.json
similarity index 89%
rename from parser/testdata/case_006/course.json
rename to parser/testdata/coursebook/case_006/course.json
index 65a98d2..119aa93 100644
--- a/parser/testdata/case_006/course.json
+++ b/parser/testdata/coursebook/case_006/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68903692769f7bf3a0a64c92",
+ "_id": "68911bed54c7e89bce3d42cf",
"subject_prefix": "AERO",
"course_number": "4320",
"title": "- Laboratory",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c93"
+ "68911bed54c7e89bce3d42d0"
],
"lecture_contact_hours": "",
"laboratory_contact_hours": "",
diff --git a/parser/testdata/case_006/input.html b/parser/testdata/coursebook/case_006/input.html
similarity index 100%
rename from parser/testdata/case_006/input.html
rename to parser/testdata/coursebook/case_006/input.html
diff --git a/parser/testdata/case_006/professors.json b/parser/testdata/coursebook/case_006/professors.json
similarity index 100%
rename from parser/testdata/case_006/professors.json
rename to parser/testdata/coursebook/case_006/professors.json
diff --git a/parser/testdata/case_006/section.json b/parser/testdata/coursebook/case_006/section.json
similarity index 92%
rename from parser/testdata/case_006/section.json
rename to parser/testdata/coursebook/case_006/section.json
index 56c4ea3..881d7d8 100644
--- a/parser/testdata/case_006/section.json
+++ b/parser/testdata/coursebook/case_006/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68903692769f7bf3a0a64c93",
+ "_id": "68911bed54c7e89bce3d42d0",
"section_number": "002",
- "course_reference": "68903692769f7bf3a0a64c92",
+ "course_reference": "68911bed54c7e89bce3d42cf",
"section_corequisites": null,
"academic_session": {
"name": "25S",
diff --git a/parser/testdata/courses.json b/parser/testdata/coursebook/courses.json
similarity index 91%
rename from parser/testdata/courses.json
rename to parser/testdata/coursebook/courses.json
index fc04c17..4427328 100644
--- a/parser/testdata/courses.json
+++ b/parser/testdata/coursebook/courses.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68903692769f7bf3a0a64c94",
+ "_id": "68911bed54c7e89bce3d42d1",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -16,9 +16,9 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c95",
- "68903692769f7bf3a0a64c97",
- "68903692769f7bf3a0a64c9a"
+ "68911bed54c7e89bce3d42d2",
+ "68911bed54c7e89bce3d42d4",
+ "68911bed54c7e89bce3d42d7"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
@@ -27,7 +27,7 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64c9b",
+ "_id": "68911bed54c7e89bce3d42d8",
"subject_prefix": "BA",
"course_number": "1320",
"title": "Business in a Global World",
@@ -43,7 +43,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c9c"
+ "68911bed54c7e89bce3d42d9"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
@@ -52,7 +52,7 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64c9e",
+ "_id": "68911bed54c7e89bce3d42db",
"subject_prefix": "BIOL",
"course_number": "6111",
"title": "Graduate Research Presentation",
@@ -68,7 +68,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64c9f"
+ "68911bed54c7e89bce3d42dc"
],
"lecture_contact_hours": "1",
"laboratory_contact_hours": "0",
@@ -77,7 +77,7 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64ca1",
+ "_id": "68911bed54c7e89bce3d42de",
"subject_prefix": "AERO",
"course_number": "3320",
"title": "- Recitation",
@@ -93,7 +93,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64ca2"
+ "68911bed54c7e89bce3d42df"
],
"lecture_contact_hours": "",
"laboratory_contact_hours": "",
@@ -102,7 +102,7 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64ca3",
+ "_id": "68911bed54c7e89bce3d42e0",
"subject_prefix": "AERO",
"course_number": "4320",
"title": "- Laboratory",
@@ -118,7 +118,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68903692769f7bf3a0a64ca4"
+ "68911bed54c7e89bce3d42e1"
],
"lecture_contact_hours": "",
"laboratory_contact_hours": "",
diff --git a/parser/testdata/professors.json b/parser/testdata/coursebook/professors.json
similarity index 79%
rename from parser/testdata/professors.json
rename to parser/testdata/coursebook/professors.json
index 88c7dff..0fab952 100644
--- a/parser/testdata/professors.json
+++ b/parser/testdata/coursebook/professors.json
@@ -1,12 +1,12 @@
[
{
- "_id": "68903692769f7bf3a0a64c96",
- "first_name": "Botir",
- "last_name": "Kobilov",
+ "_id": "68911bed54c7e89bce3d42d5",
+ "first_name": "Naim Bugra",
+ "last_name": "Ozel",
"titles": [
- "Primary Instructor"
+ "Primary Instructor (50%)"
],
- "email": "bxk240018@utdallas.edu",
+ "email": "nbo150030@utdallas.edu",
"phone_number": "",
"office": {
"building": "",
@@ -17,17 +17,18 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c95"
+ "68911bed54c7e89bce3d42d4",
+ "68911bed54c7e89bce3d42d7"
]
},
{
- "_id": "68903692769f7bf3a0a64c98",
- "first_name": "Naim Bugra",
- "last_name": "Ozel",
+ "_id": "68911bed54c7e89bce3d42d6",
+ "first_name": "Jieying",
+ "last_name": "Zhang",
"titles": [
"Primary Instructor (50%)"
],
- "email": "nbo150030@utdallas.edu",
+ "email": "jxz146230@utdallas.edu",
"phone_number": "",
"office": {
"building": "",
@@ -38,18 +39,18 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c97",
- "68903692769f7bf3a0a64c9a"
+ "68911bed54c7e89bce3d42d4",
+ "68911bed54c7e89bce3d42d7"
]
},
{
- "_id": "68903692769f7bf3a0a64c99",
- "first_name": "Jieying",
- "last_name": "Zhang",
+ "_id": "68911bed54c7e89bce3d42da",
+ "first_name": "Peter",
+ "last_name": "Lewin",
"titles": [
- "Primary Instructor (50%)"
+ "Primary Instructor"
],
- "email": "jxz146230@utdallas.edu",
+ "email": "plewin@utdallas.edu",
"phone_number": "",
"office": {
"building": "",
@@ -60,18 +61,17 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c97",
- "68903692769f7bf3a0a64c9a"
+ "68911bed54c7e89bce3d42d9"
]
},
{
- "_id": "68903692769f7bf3a0a64c9d",
- "first_name": "Peter",
- "last_name": "Lewin",
+ "_id": "68911bed54c7e89bce3d42dd",
+ "first_name": "Tian",
+ "last_name": "Hong",
"titles": [
"Primary Instructor"
],
- "email": "plewin@utdallas.edu",
+ "email": "txh240018@utdallas.edu",
"phone_number": "",
"office": {
"building": "",
@@ -82,17 +82,17 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c9c"
+ "68911bed54c7e89bce3d42dc"
]
},
{
- "_id": "68903692769f7bf3a0a64ca0",
- "first_name": "Tian",
- "last_name": "Hong",
+ "_id": "68911bed54c7e89bce3d42d3",
+ "first_name": "Botir",
+ "last_name": "Kobilov",
"titles": [
"Primary Instructor"
],
- "email": "txh240018@utdallas.edu",
+ "email": "bxk240018@utdallas.edu",
"phone_number": "",
"office": {
"building": "",
@@ -103,7 +103,7 @@
"image_uri": "",
"office_hours": null,
"sections": [
- "68903692769f7bf3a0a64c9f"
+ "68911bed54c7e89bce3d42d2"
]
}
]
diff --git a/parser/testdata/coursebook/profiles.json b/parser/testdata/coursebook/profiles.json
new file mode 100644
index 0000000..060f2b4
--- /dev/null
+++ b/parser/testdata/coursebook/profiles.json
@@ -0,0 +1,97 @@
+[
+ {
+ "_id": "68911bed54c7e89bce3d42d5",
+ "first_name": "Naim Bugra",
+ "last_name": "Ozel",
+ "titles": [
+ "Primary Instructor (50%)"
+ ],
+ "email": "nbo150030@utdallas.edu",
+ "phone_number": "",
+ "office": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ },
+ "profile_uri": "",
+ "image_uri": "",
+ "office_hours": [],
+ "sections": []
+ },
+ {
+ "_id": "68911bed54c7e89bce3d42d6",
+ "first_name": "Jieying",
+ "last_name": "Zhang",
+ "titles": [
+ "Primary Instructor (50%)"
+ ],
+ "email": "jxz146230@utdallas.edu",
+ "phone_number": "",
+ "office": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ },
+ "profile_uri": "",
+ "image_uri": "",
+ "office_hours": [],
+ "sections": []
+ },
+ {
+ "_id": "68911bed54c7e89bce3d42da",
+ "first_name": "Peter",
+ "last_name": "Lewin",
+ "titles": [
+ "Primary Instructor"
+ ],
+ "email": "plewin@utdallas.edu",
+ "phone_number": "",
+ "office": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ },
+ "profile_uri": "",
+ "image_uri": "",
+ "office_hours": [],
+ "sections": []
+ },
+ {
+ "_id": "68911bed54c7e89bce3d42dd",
+ "first_name": "Tian",
+ "last_name": "Hong",
+ "titles": [
+ "Primary Instructor"
+ ],
+ "email": "txh240018@utdallas.edu",
+ "phone_number": "",
+ "office": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ },
+ "profile_uri": "",
+ "image_uri": "",
+ "office_hours": [],
+ "sections": []
+ },
+ {
+ "_id": "68911bed54c7e89bce3d42d3",
+ "first_name": "Botir",
+ "last_name": "Kobilov",
+ "titles": [
+ "Primary Instructor"
+ ],
+ "email": "bxk240018@utdallas.edu",
+ "phone_number": "",
+ "office": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ },
+ "profile_uri": "",
+ "image_uri": "",
+ "office_hours": [],
+ "sections": []
+ }
+]
diff --git a/parser/testdata/sections.json b/parser/testdata/coursebook/sections.json
similarity index 89%
rename from parser/testdata/sections.json
rename to parser/testdata/coursebook/sections.json
index d545f2c..bd7ecc7 100644
--- a/parser/testdata/sections.json
+++ b/parser/testdata/coursebook/sections.json
@@ -1,82 +1,8 @@
[
{
- "_id": "68903692769f7bf3a0a64c9f",
- "section_number": "016",
- "course_reference": "68903692769f7bf3a0a64c9e",
- "section_corequisites": null,
- "academic_session": {
- "name": "25S",
- "start_date": "2025-01-21T00:00:00-06:00",
- "end_date": "2025-05-16T00:00:00-05:00"
- },
- "professors": [
- "68903692769f7bf3a0a64ca0"
- ],
- "teaching_assistants": [],
- "internal_class_number": "29611",
- "instruction_mode": "Face-to-Face",
- "meetings": [
- {
- "start_date": "2025-01-21T00:00:00-06:00",
- "end_date": "2025-05-09T00:00:00-05:00",
- "meeting_days": [
- "Thursday"
- ],
- "start_time": "9:30am",
- "end_time": "10:20am",
- "modality": "",
- "location": {
- "building": "",
- "room": "",
- "map_uri": ""
- }
- }
- ],
- "core_flags": [],
- "syllabus_uri": "https://dox.utdallas.edu/syl153921",
- "grade_distribution": [],
- "attributes": null
- },
- {
- "_id": "68903692769f7bf3a0a64ca2",
- "section_number": "201",
- "course_reference": "68903692769f7bf3a0a64ca1",
- "section_corequisites": null,
- "academic_session": {
- "name": "25S",
- "start_date": "2025-01-21T00:00:00-06:00",
- "end_date": "2025-05-16T00:00:00-05:00"
- },
- "professors": [],
- "teaching_assistants": [],
- "internal_class_number": "28551",
- "instruction_mode": "Face-to-Face",
- "meetings": [
- {
- "start_date": "2025-01-21T00:00:00-06:00",
- "end_date": "2025-05-09T00:00:00-05:00",
- "meeting_days": [
- "Thursday"
- ],
- "start_time": "2:00pm",
- "end_time": "3:00pm",
- "modality": "",
- "location": {
- "building": "",
- "room": "",
- "map_uri": ""
- }
- }
- ],
- "core_flags": [],
- "syllabus_uri": "",
- "grade_distribution": [],
- "attributes": null
- },
- {
- "_id": "68903692769f7bf3a0a64ca4",
+ "_id": "68911bed54c7e89bce3d42e1",
"section_number": "002",
- "course_reference": "68903692769f7bf3a0a64ca3",
+ "course_reference": "68911bed54c7e89bce3d42e0",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -125,9 +51,9 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64c95",
+ "_id": "68911bed54c7e89bce3d42d2",
"section_number": "001",
- "course_reference": "68903692769f7bf3a0a64c94",
+ "course_reference": "68911bed54c7e89bce3d42d1",
"section_corequisites": null,
"academic_session": {
"name": "24F",
@@ -135,7 +61,7 @@
"end_date": "2024-12-13T00:00:00-06:00"
},
"professors": [
- "68903692769f7bf3a0a64c96"
+ "68911bed54c7e89bce3d42d3"
],
"teaching_assistants": [
{
@@ -186,9 +112,9 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64c97",
+ "_id": "68911bed54c7e89bce3d42d4",
"section_number": "003",
- "course_reference": "68903692769f7bf3a0a64c94",
+ "course_reference": "68911bed54c7e89bce3d42d1",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -196,8 +122,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68903692769f7bf3a0a64c98",
- "68903692769f7bf3a0a64c99"
+ "68911bed54c7e89bce3d42d5",
+ "68911bed54c7e89bce3d42d6"
],
"teaching_assistants": [
{
@@ -239,9 +165,9 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64c9a",
+ "_id": "68911bed54c7e89bce3d42d7",
"section_number": "001",
- "course_reference": "68903692769f7bf3a0a64c94",
+ "course_reference": "68911bed54c7e89bce3d42d1",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -249,8 +175,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68903692769f7bf3a0a64c99",
- "68903692769f7bf3a0a64c98"
+ "68911bed54c7e89bce3d42d6",
+ "68911bed54c7e89bce3d42d5"
],
"teaching_assistants": [
{
@@ -292,9 +218,9 @@
"attributes": null
},
{
- "_id": "68903692769f7bf3a0a64c9c",
+ "_id": "68911bed54c7e89bce3d42d9",
"section_number": "501",
- "course_reference": "68903692769f7bf3a0a64c9b",
+ "course_reference": "68911bed54c7e89bce3d42d8",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -302,7 +228,7 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68903692769f7bf3a0a64c9d"
+ "68911bed54c7e89bce3d42da"
],
"teaching_assistants": [
{
@@ -339,5 +265,79 @@
"syllabus_uri": "https://dox.utdallas.edu/syl153033",
"grade_distribution": [],
"attributes": null
+ },
+ {
+ "_id": "68911bed54c7e89bce3d42dc",
+ "section_number": "016",
+ "course_reference": "68911bed54c7e89bce3d42db",
+ "section_corequisites": null,
+ "academic_session": {
+ "name": "25S",
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-16T00:00:00-05:00"
+ },
+ "professors": [
+ "68911bed54c7e89bce3d42dd"
+ ],
+ "teaching_assistants": [],
+ "internal_class_number": "29611",
+ "instruction_mode": "Face-to-Face",
+ "meetings": [
+ {
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-09T00:00:00-05:00",
+ "meeting_days": [
+ "Thursday"
+ ],
+ "start_time": "9:30am",
+ "end_time": "10:20am",
+ "modality": "",
+ "location": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ }
+ }
+ ],
+ "core_flags": [],
+ "syllabus_uri": "https://dox.utdallas.edu/syl153921",
+ "grade_distribution": [],
+ "attributes": null
+ },
+ {
+ "_id": "68911bed54c7e89bce3d42df",
+ "section_number": "201",
+ "course_reference": "68911bed54c7e89bce3d42de",
+ "section_corequisites": null,
+ "academic_session": {
+ "name": "25S",
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-16T00:00:00-05:00"
+ },
+ "professors": [],
+ "teaching_assistants": [],
+ "internal_class_number": "28551",
+ "instruction_mode": "Face-to-Face",
+ "meetings": [
+ {
+ "start_date": "2025-01-21T00:00:00-06:00",
+ "end_date": "2025-05-09T00:00:00-05:00",
+ "meeting_days": [
+ "Thursday"
+ ],
+ "start_time": "2:00pm",
+ "end_time": "3:00pm",
+ "modality": "",
+ "location": {
+ "building": "",
+ "room": "",
+ "map_uri": ""
+ }
+ }
+ ],
+ "core_flags": [],
+ "syllabus_uri": "",
+ "grade_distribution": [],
+ "attributes": null
}
]
diff --git a/parser/testdata/grade-data/24F.csv b/parser/testdata/grade-data/24F.csv
new file mode 100644
index 0000000..6248c59
--- /dev/null
+++ b/parser/testdata/grade-data/24F.csv
@@ -0,0 +1,2983 @@
+Subject,Catalog Nbr,Section,A+,A,A-,B+,B,B-,C+,C,C-,D+,D,D-,F,CR,I,NC,W,P,Instructor 1,Instructor 2,Instructor 3,Instructor 4,Instructor 5,Instructor 6
+ACCT,2301,001,12,6,1,7,3,2,5,2,,4,1,,2,,,,1,,"Kobilov, Botir","Zhang, Ye",,,,
+ACCT,2301,002,7,5,5,6,1,6,2,1,,2,,,1,,,,3,,"Chen, Hangu",,,,,
+ACCT,2301,003,11,4,4,6,4,4,2,2,,,,,3,,,,,,"Liu, Ruichao",,,,,
+ACCT,2301,004,6,4,6,10,2,5,1,1,1,,,,1,,,,1,,"Ai, Lanru",,,,,
+ACCT,2301,005,8,8,9,1,11,8,5,5,,,3,2,3,,,,1,,"Huang, Ying","Tazhibayev, Galymzhan",,,,
+ACCT,2301,006,28,7,5,6,3,5,,2,3,2,1,1,3,,,,1,,"Huang, Junfan","Lipinski, Alisa A",,,,
+ACCT,2301,007,8,6,7,4,4,,2,3,2,2,,,1,,,,1,,"Shivaani, MV",,,,,
+ACCT,2301,008,24,7,10,6,3,4,4,2,,1,,1,3,,,,1,,"Huang, Junfan","Lipinski, Alisa A",,,,
+ACCT,2301,009,7,6,7,8,8,6,8,2,1,2,1,1,1,,,,1,,"Siano, Federico","Nguyen, Mary M",,,,
+ACCT,2301,010,6,11,7,3,8,9,6,11,,,1,1,3,,,,1,,"Huang, Ying","Tazhibayev, Galymzhan",,,,
+ACCT,2301,011,8,7,7,8,7,4,2,3,4,4,,2,2,,,,1,,"Siano, Federico","Nguyen, Mary M",,,,
+ACCT,2301,012,26,11,8,5,1,3,4,3,,1,1,,2,,,,,,"Huang, Junfan","Lipinski, Alisa A",,,,
+ACCT,2301,013,9,10,4,6,6,1,5,3,1,3,3,2,4,,,,4,,"Kobilov, Botir","Zhang, Ye",,,,
+ACCT,2301,014,9,6,8,13,5,3,6,,3,3,1,1,1,,,,1,,"Siano, Federico","Nguyen, Mary M",,,,
+ACCT,2301,501,3,2,3,4,5,5,2,4,3,3,2,,1,,,,2,,"Zhou, Junfei",,,,,
+ACCT,2301,502,5,10,5,5,3,3,3,,,,1,,2,,,,,,"Shivaani, MV",,,,,
+ACCT,2301,HON,12,12,8,4,7,4,5,2,1,,2,1,,,,,1,,"Bortz, Tiffany A","Radhakrishnan, Shivani",,,,
+ACCT,2302,001,1,8,,4,6,,1,5,,2,2,1,7,,,,3,,"Zolton, Kathy","Mogesie, Rahel G",,,,
+ACCT,2302,002,4,15,,2,14,,1,8,,1,1,2,3,,,,4,,"Zolton, Kathy","Mogesie, Rahel G",,,,
+ACCT,2302,003,14,6,3,9,5,4,8,2,4,1,,1,,,,,3,,"Copat, Rafael","Mariano, Dylan N",,,,
+ACCT,2302,004,15,9,4,11,2,4,3,5,2,,1,3,,,,,,,"Copat, Rafael","Mariano, Dylan N",,,,
+ACCT,2302,005,3,14,6,5,11,3,4,3,,2,,,2,,,,6,,"Natarajan, Ramachandran","Parupati, Sunil K",,,,
+ACCT,2302,006,19,6,6,4,6,5,8,1,,2,1,,,,,,2,,"Copat, Rafael","Mariano, Dylan N",,,,
+ACCT,2302,007,23,5,7,3,7,5,1,2,1,,2,3,,,,,1,,"Kim, Tae Wook","Banik, Dipta",,,,
+ACCT,2302,501,18,3,5,6,6,7,,1,2,1,1,1,2,,,,1,,"Kim, Tae Wook","Banik, Dipta",,,,
+ACCT,3101,PPA,,,,,,,,,,,,,,75,,,,,"Bortz, Tiffany A","Goel, Simran",,,,
+ACCT,3312,001,12,16,10,5,7,2,6,,,,1,,,,,,,,"Johnson, Jennifer G","Surani, Sanya R",,,,
+ACCT,3322,001,3,3,3,5,10,2,2,6,,,2,,3,,,,3,,"Goodrich, Mary Beth W","Patne, Saylee Pramod",,,,
+ACCT,3331,001,16,8,4,12,4,5,4,3,,2,,,,,,,2,,"Zhou, Yibin","Kwon, Yeongmin",,,,
+ACCT,3331,002,,16,,,18,,,20,,,3,,1,,,,1,,"Zhang, Yuan","Tazhibayev, Galymzhan",,,,
+ACCT,3331,003,9,5,4,6,2,8,5,5,,6,4,,2,,,,3,,"Zhou, Yibin","Kwon, Yeongmin",,,,
+ACCT,3331,501,2,4,1,4,7,6,5,12,5,1,1,,,,,,2,,"Solcher, Steven J","Lipinski, Alisa A",,,,
+ACCT,3332,001,8,7,2,,10,,6,2,2,1,2,6,2,,,,5,,"Bortz, Tiffany A","Goel, Simran",,,,
+ACCT,3332,501,,1,2,,2,2,2,4,5,,,2,1,,,,,,"Kromer, Jeffrey R","Goel, Simran",,,,
+ACCT,3332,PPA,17,12,5,8,11,2,4,5,1,5,3,3,2,,1,,,,"Bortz, Tiffany A","Goel, Simran",,,,
+ACCT,3341,001,2,13,7,14,11,4,5,,,,,,1,,,,3,,"Natarajan, Ramachandran","Parupati, Sunil K",,,,
+ACCT,3341,501,1,5,4,6,9,5,5,3,5,,,,2,,,,3,,"Natarajan, Ramachandran","Parupati, Sunil K",,,,
+ACCT,3350,001,7,6,13,6,8,1,,1,,,,,1,,,,3,,"Solcher, Steven J","Lipinski, Alisa A",,,,
+ACCT,3350,501,,6,7,5,12,9,6,3,2,3,,,2,,,,,,"Frost, Sandra M","Lipinski, Alisa A",,,,
+ACCT,4301,501,2,,2,4,1,6,3,1,1,2,3,1,1,,,,,,"Hagen, John","Patel, Sakshi Jayesh",,,,
+ACCT,4302,PP2,,8,15,15,1,1,,,,,,,,,,,,,"Markov, Stanimir G","Kim, Jongha",,,,
+ACCT,4302,PPA,,10,10,11,5,3,,,,,,,,,,,,,"Markov, Stanimir G","Kim, Jongha",,,,
+ACCT,4334,001,,10,,,20,,,12,1,,1,,,,,,1,,"Linsteadt, Chris C",,,,,
+ACCT,4334,501,,5,,,9,,,6,1,,1,,2,,,,,,"Linsteadt, Chris C",,,,,
+ACCT,4334,PPA,,23,,,42,,,10,,,2,,1,,,,,,"Linsteadt, Chris C",,,,,
+ACCT,4336,001,6,2,9,11,7,5,3,2,,,,,2,,,,1,,"Solcher, Steven J","Lipinski, Alisa A",,,,
+ACCT,4337,501,2,1,2,1,4,8,2,3,2,2,2,,3,,,,,,"Ballew, Gregory","Mogesie, Rahel G",,,,
+ACCT,4340,001,23,9,3,2,,,3,1,,,1,1,1,,,,1,,"Johnson, Jennifer G","Surani, Sanya R",,,,
+ACCT,4342,001,4,6,7,8,9,1,1,2,1,,1,,,,,,1,,"Johnson, Jennifer G","Surani, Sanya R",,,,
+ACCT,4342,501,,1,4,3,3,2,6,1,,,1,,,,,,,,"Kromer, Jeffrey R","Goel, Simran",,,,
+ACCT,6202,0W1,,7,14,9,10,9,4,4,,,,,,,,,1,,"Janakiraman, Surya N","Banik, Dipta",,,,
+ACCT,6202,GW1,,10,3,3,1,,,2,,,,,1,,,,1,,"Sadka, Gil",,,,,
+ACCT,6291,S91,,35,,,33,,,2,,,,,2,,,,,,"Zolton, Kathy",,,,,
+ACCT,6301,001,,14,8,29,,,6,,,,,,,,,,,,"Li, Ningzhong","Kim, Jongha",,,,
+ACCT,6301,0W1,,11,13,7,4,6,2,,,,,,3,,,,6,,"Ali, Ashiq","Kwon, Yeongmin",,,,
+ACCT,6301,501,,4,17,14,11,5,1,3,,,,,2,,,,2,,"Ballew, Gregory","Mogesie, Rahel G",,,,
+ACCT,6301,CH1,,28,1,,,,,,,,,,,,,,,,"Barden, John P",,,,,
+ACCT,6301,GW1,,17,5,3,,1,,,,,,,1,,,,,,"Barden, John P",,,,,
+ACCT,6301,MBC,,35,6,1,,2,,1,,,,,,,,,,,"Radhakrishnan, Suresh","Zhang, Ye",,,,
+ACCT,6301,MBP,,20,,5,2,,,,,,,,,,,,3,,"Radhakrishnan, Suresh","Zhang, Ye",,,,
+ACCT,6301,X01,,7,5,4,2,1,1,,,,,,,,,,2,,"Ali, Ashiq","Kwon, Yeongmin",,,,
+ACCT,6305,002,,5,5,9,3,2,3,,,,,,1,,,,1,,"Li, Ningzhong","Kim, Jongha",,,,
+ACCT,6305,501,,11,6,13,4,5,3,,,,,,,,,,,,"Li, Ningzhong","Kim, Jongha",,,,
+ACCT,6320,0W1,,2,3,3,2,1,2,,,,,,,,,,,,"Cavusoglu, Huseyin","Li, Baorui",,,,
+ACCT,6321,S01,,4,2,4,,,,,,,,,,,,,1,,"Scott, James",,,,,
+ACCT,6330,501,,15,,4,16,,,10,,,,,4,,,,1,,"Cready, William M","Parupati, Sunil K",,,,
+ACCT,6331,501,,7,11,9,8,6,2,2,,,,,1,,,,,,"Janakiraman, Surya N","Banik, Dipta",,,,
+ACCT,6332,5W1,,9,,,9,,,1,,,,,1,,,,,,"Zolton, Kathy","Yayvak, Berk",,,,
+ACCT,6333,501,,14,,,11,,,4,,,,,,,,,1,,"Zolton, Kathy","Yayvak, Berk",,,,
+ACCT,6333,PPA,,20,,,11,,,3,,,,,,,,,1,,"Zolton, Kathy","Yayvak, Berk",,,,
+ACCT,6334,0W1,,15,,,5,,,2,,,,,,,,,,,"Linsteadt, Chris C",,,,,
+ACCT,6335,0W1,,19,10,2,12,3,2,2,,,,,1,,,,,,"Bortz, Tiffany A","Radhakrishnan, Shivani",,,,
+ACCT,6336,501,,11,7,7,4,,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+ACCT,6341,0W1,,24,4,6,9,1,,,,,,,,,,,,,"Goodrich, Mary Beth W","Patne, Saylee Pramod",,,,
+ACCT,6344,0W1,,11,17,7,8,2,3,1,,,,,,,,,1,,"Gurun, Umit G","Yayvak, Berk",,,,
+ACCT,6344,PPA,,20,37,2,,1,,,,,,,,,,,,,"Gurun, Umit G","Yayvak, Berk",,,,
+ACCT,6345,5W1,,4,4,2,1,,,,,,,,,,,,2,,"Janakiraman, Surya N","Banik, Dipta",,,,
+ACCT,6350,501,,15,14,5,,,,,,,,,,,,,,,"Solcher, Steven J","Lipinski, Alisa A",,,,
+ACCT,6350,S01,,3,4,1,2,,,,,,,,,,,,,,"Frost, Sandra M","Lipinski, Alisa A",,,,
+ACCT,6353,501,,6,16,9,1,,,,,,,,,,,,,,"Solcher, Steven J","Lipinski, Alisa A",,,,
+ACCT,6354,501,,12,1,1,4,5,3,5,,,,,1,,,,,,"Hanna, Dave T",,,,,
+ACCT,6374,0W1,,9,16,7,4,,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+ACCT,6380,501,,4,11,3,6,,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+ACCT,6383,501,,3,,3,13,2,,,,,,,,,,,1,,"Bracy, Dana",,,,,
+ACCT,6386,001,,33,13,4,7,3,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+ACCT,6392,501,,5,3,3,4,,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+ACN,5312,001,,3,3,4,5,2,,,,,,,,,,,1,,"Fearon, Danielle","Leung, Carole",,,,
+ACN,5312,002,,3,7,1,5,,,1,,,,,,,,,1,,"Fearon, Danielle","Latteri, Christopher W",,,,
+ACN,6323,001,,12,,,,,,,,,,,,,,,,,"Rennaker, Robert L",,,,,
+ACN,6330,001,,9,5,2,3,1,,1,,,,,,,,,1,,"Guo, Jiahui",,,,,
+ACN,6338,001,,18,,,7,,,,,,,,1,,,,,,"Sultana, Rukhsana",,,,,
+ACN,6340,001,,,3,2,,1,1,4,,,,,,,,,7,,"Gu, Zirong",,,,,
+ACN,6341,0H1,,18,1,,,,,,,,,,,,,,,,"Orrick, Erika D",,,,,
+ACN,6345,001,,4,3,1,1,1,,,,,,,1,,,,,,"Rodriguez, Christa M",,,,,
+ACN,6346,001,,22,,,5,,,1,,,,,,,,,1,,"Tavares Ferreira, Diana M",,,,,
+ACN,6348,501,,8,1,,1,,,,,,,,,,,,,,"Golden, Richard M",,,,,
+ACN,6373,0W1,,26,,1,2,,,,,,,,,,,,1,,"Jaquez, Kathryn M",,,,,
+ACN,6395,001,,14,,,11,,,4,,,,,1,,,,,,"Wig, Gagandeep S",,,,,
+ACN,6V71,013,,,,,,,,,,,,,,,,,1,9,"Golden, Richard M",,,,,
+ACN,6V81,0H1,,5,3,3,1,,,,,,,,,,,,1,,"Maqbool, Mohsin",,,,,
+ACN,7364,001,,4,4,3,,,,,,,,,,,,,,,"Rugg, Michael D",,,,,
+ACTS,4303,001,1,2,1,1,1,1,3,2,2,1,1,,1,,,,,,"Humphreys, Natalia","Makhijani, Neha","Liu, Jingzhou",,,
+ACTS,4304,001,2,1,1,2,3,4,2,,2,,,1,,,,,,,"Humphreys, Natalia","Zhao, Kun",,,,
+ACTS,4307,001,4,9,3,2,,,,1,,,,,,,,,,,"Hong, Liang","Thomas, Yaga S",,,,
+ACTS,4308,001,3,1,2,3,,2,,1,2,2,,2,6,,,,,,"Humphreys, Natalia","Makhijani, Neha","Yang, Haopeng",,,
+AHST,1304,001,23,28,31,7,4,5,2,6,2,1,,,1,,,,2,,"McDonald, Jacquelyn D","Dolatyari, Mahdi","Morgan, George D",,,
+AHST,1304,002,22,23,33,7,8,6,3,2,1,1,,,5,,,,3,,"McDonald, Jacquelyn D","Khoshniat, Ahmad","Harper, Joseph E",,,
+AHST,2331,001,22,48,31,22,13,13,5,6,2,,2,1,10,,,,3,,"Rosen, Mark S","Razzaque, Farzana A","Esmail, Fatima N","Kang, Kyul","Ghahari Kermani, Arash",
+AHST,2331,HN1,,14,8,2,,,,,,,,,,,,,,,"Rosen, Mark S",,,,,
+AHST,2331,HN2,7,14,,1,1,,,,,,,,,,1,,,,"Hofland, Amy L",,,,,
+AHST,3320,001,,2,4,2,11,3,1,3,,,,,,,,,,,"Doss, Erika",,,,,
+AHST,3320,002,15,11,2,3,5,1,,,,,,,2,,,,,,"Alibhai, AliAsgar H",,,,,
+AHTC,1100,001,,22,,,2,,,,,,1,,1,,,,,,"Hasan, Nasreen",,,,,
+AHTC,1100,002,16,5,,1,4,3,,,2,,,1,1,,,,,,"Crabtree, Jacob D",,,,,
+AHTC,1100,003,1,2,2,4,1,,2,1,,,1,,1,,,,,,"Roberts, Jazzmyn C",,,,,
+AHTC,1100,004,16,2,5,3,,1,,2,1,,,,2,,,,,,"Lara, Cynthia C",,,,,
+AHTC,1100,005,19,3,2,2,3,1,,3,,,,1,2,,,,,,"Marroquin, Irene",,,,,
+AHTC,1100,0L1,15,,1,1,1,1,,,,1,1,,2,,,,,,"Lara, Cynthia C",,,,,
+AHTC,1100,0L2,9,,,3,3,4,,,,1,1,,2,,,,,,"Marroquin, Irene",,,,,
+AHTC,1100,0L3,5,8,3,4,2,1,2,4,,,,,5,,,,,,"Roberts, Jazzmyn C",,,,,
+AMS,2300,001,15,6,4,3,2,1,3,,,,,,,,1,,,,"Hammonds, Kyle",,,,,
+AMS,2341,001,1,9,16,11,15,4,,2,,,,,7,,,,2,,"Naqvi, Syed K",,,,,
+AMS,2341,HN1,,11,5,2,3,,,,,,,,,,,,,,"Smith, Erin",,,,,
+AMS,3316,0W1,16,8,4,1,3,3,1,1,1,,,,5,,1,,3,,"Winstead, Elizabeth L",,,,,
+AMS,4300,5H1,4,3,1,4,,,1,,1,,,,,,,,,,"Ross, Alyssa N",,,,,
+AMS,4305,5H1,,2,1,6,2,,,,,,,,,,,,,,"Cotton, Scott C",,,,,
+AMS,4379,0W1,10,9,4,,1,1,,2,,,,,,,1,,,,"Winstead, Elizabeth L",,,,,
+ANGM,2303,001,14,20,27,15,9,5,2,1,3,1,1,,,,,,,,"Grieshaber, Amy","Kerr, Rachel T","Akalkotkar, Uma G",,,
+ANGM,2303,002,21,33,23,12,5,1,2,1,1,,,,,,,,,,"Grieshaber, Amy","Ahr, Allanah G","Fernandez, Daniel S",,,
+ANGM,2305,0W1,14,19,15,9,5,8,6,2,3,1,1,,13,,,,3,,"Lim, Fengjie","Cressman, Benjamin I","Lam, Vy",,,
+ANGM,2309,0W1,24,18,1,,,2,,1,,,,,1,,,,1,,"Fechter, Todd A","Wood, Lorin W",,,,
+ANGM,2309,0W2,6,4,12,4,4,6,1,,2,1,,3,4,,,,1,,"Griffin, Troy","Khamsehnezhad, Mozhdeh",,,,
+ANGM,2310,0H1,118,30,34,24,10,8,3,4,7,5,2,2,33,,,,13,,"Salter, Monika M","Cabrera, Michael A","Wheeler, Jonathan M","Bess, Michael C","Kusupati, Anish C","Abri, Zeinab"
+ANGM,2315,001,10,14,25,19,7,15,4,,1,3,,1,,,,,,,"Veras de Souza, Christine","Plueger, Michael F",,,,
+ANGM,2335,001,16,4,3,2,1,,,,,1,,,1,,,,,,"Marks, David",,,,,
+ANGM,2345,001,3,6,6,2,2,2,,,4,1,,,3,,,,1,,"Gupta-Fitzgerald, Harold E",,,,,
+ANGM,2345,002,5,,8,5,3,2,2,,2,,,,2,,,,,,"Marks, David",,,,,
+ANGM,2345,003,5,6,7,3,1,1,,1,1,1,,,3,,,,1,,"Gupta-Fitzgerald, Harold E",,,,,
+ANGM,2345,004,2,7,6,4,3,,,1,1,,,,2,,,,1,,"Marks, David",,,,,
+ANGM,3304,001,1,3,4,1,5,1,1,,,,,,2,,,,1,,"Gardner, Frederick",,,,,
+ANGM,3305,001,,3,8,7,,3,2,,2,,,,3,,,,2,,"Caldwell, Bryon A","Subochev, Andrei",,,,
+ANGM,3305,002,,,5,8,5,6,1,2,1,,,,2,,,,,,"Caldwell, Bryon A","Gutierrez, Joseph W",,,,
+ANGM,3306,001,5,7,12,1,,2,,1,,,1,,1,,,,,,"Price, Jeffrey T",,,,,
+ANGM,3306,002,2,4,7,6,5,,1,,1,1,1,,2,,,,,,"Khamnouane, Singkham",,,,,
+ANGM,3307,001,1,6,12,4,1,2,2,1,,,,,1,,,,,,"McCord, Peter A",,,,,
+ANGM,3308,001,,3,3,1,6,3,2,3,1,1,1,,2,,,,3,,"Johnson, Casey A",,,,,
+ANGM,3308,002,,5,3,1,1,2,1,4,1,1,,1,3,,,,4,,"Johnson, Casey A",,,,,
+ANGM,3310,001,1,3,6,4,5,4,1,,1,,,,2,,,,1,,"Lim, Fengjie",,,,,
+ANGM,3311,001,,,1,3,3,4,2,1,1,1,,,3,,,,,,"Lim, Fengjie",,,,,
+ANGM,3311,002,,4,,2,6,1,1,1,,,,,1,,,,1,,"Johnson, Casey A",,,,,
+ANGM,3312,101,2,1,5,2,2,,1,1,1,1,1,,,,1,,1,,"Salter, Monika M",,,,,
+ANGM,3313,001,1,5,5,2,3,1,1,1,,,,,,,,,,,"McComber, Sean J","Piantino, Raquel C",,,,
+ANGM,3315,001,5,2,11,5,2,3,1,,,,,1,1,,,,,,"Grieshaber, Amy",,,,,
+ANGM,3321,001,1,4,3,1,1,5,,,1,,,,1,,,,1,,"Gardner, Frederick",,,,,
+ANGM,3330,001,14,3,2,,,,,,,,,,,,,,,,"McCord, Peter A",,,,,
+ANGM,3338,001,3,5,13,3,3,,,,1,,,,2,,,,,,"Griffin, Troy","Clarke-Gaar, Alissa C",,,,
+ANGM,3338,501,13,4,,3,1,,1,1,2,,,,3,,,,2,,"Chaudhary, Anisha",,,,,
+ANGM,3346,001,13,5,3,3,,,,,1,,1,,2,,1,,,,"Marks, David",,,,,
+ANGM,3347,001,6,6,,1,2,1,,,,,,,,,,,,,"Gupta-Fitzgerald, Harold E",,,,,
+ANGM,3365,001,11,11,4,,1,3,,,,,,,,,,,,,"Christopher, Timothy V","Schoonover, Richard",,,,
+ANGM,3365,002,6,9,10,3,2,,,,,,,,,,,,,,"Christopher, Timothy V","Schoonover, Richard",,,,
+ANGM,3366,001,15,2,6,3,4,1,,,,,,,1,,,,,,"Irby, Cameron L",,,,,
+ANGM,3367,001,2,,5,9,7,2,2,1,,,,,2,,,,,,"Murray, Jack A",,,,,
+ANGM,3367,002,15,5,,2,1,1,,,,,2,,4,,,,,,"Ayres, Cameron M",,,,,
+ANGM,3368,002,1,2,1,2,2,2,2,2,1,,1,,3,,,,,,"Porritt, Joseph L",,,,,
+ANGM,3368,0W1,2,3,3,5,3,,,,1,1,,,1,,,,,,"Chandler, Adam W",,,,,
+ANGM,3369,001,,27,3,,1,,,,,,1,,2,,,,,,"Evans, Monica J",,,,,
+ANGM,3370,001,14,3,6,3,,,2,1,,,,,1,,,,,,"Lewis, Timothy M","Obuobi, Samra",,,,
+ANGM,3370,002,8,8,4,,1,2,1,,,1,,,3,,,,2,,"Lewis, Timothy M",,,,,
+ANGM,3372,001,6,13,,,5,,,3,,,,,2,,,,,,"Gupta-Fitzgerald, Harold E",,,,,
+ANGM,3373,101,13,,,,,,,,,,,,,,,,,,"Marks, David",,,,,
+ANGM,4305,001,,,3,3,5,5,,1,,,1,,,,,,1,,"Caldwell, Bryon A",,,,,
+ANGM,4305,501,5,2,4,,6,1,1,,,,,,,,,,,,"Manriquez, Robert J",,,,,
+ANGM,4306,001,2,4,6,3,5,,1,,,,,,1,,,,2,,"Khamnouane, Singkham",,,,,
+ANGM,4309,001,,7,1,2,4,2,1,,,1,,,1,,,,,,"Gardner, Frederick",,,,,
+ANGM,4310,501,10,9,5,6,,,,,,,,,,,,,,,"Buxkamper, Adam M",,,,,
+ANGM,4312,001,2,7,5,1,1,,,,,,,,3,,,,,,"Khamnouane, Singkham",,,,,
+ANGM,4313,001,,1,2,3,,3,3,1,,,1,,2,,,,2,,"Lim, Fengjie",,,,,
+ANGM,4317,001,,19,,,,,,,,,,,,,,,,,"Salter, Monika M",,,,,
+ANGM,4317,002,,19,,,,,,,,,,,,,,,,,"McCord, Peter A",,,,,
+ANGM,4319,002,,10,,,,,,,,,,,,,,,,,"Salter, Monika M","Johnson, Casey A",,,,
+ANGM,4321,001,7,9,3,,,,,,,,,,,,,,,,"Khamnouane, Singkham",,,,,
+ANGM,4322,001,5,3,,,,,,1,1,,,,,,,,,,"Veras de Souza, Christine",,,,,
+ANGM,4350,001,2,6,1,,,,,,,,,,1,,,,,,"McComber, Sean J","Fechter, Todd A","Prado, Jordan B",,,
+ANGM,4365,001,8,6,1,1,,1,,,,1,,,,,,,1,,"Christopher, Timothy V",,,,,
+ANGM,4365,002,11,2,3,,1,,,,,1,,,,,,,1,,"Christopher, Timothy V",,,,,
+ANGM,4367,001,2,2,5,5,6,1,4,,2,,,,2,,,,1,,"Chandler, Adam W",,,,,
+ANGM,4368,001,4,6,5,3,2,3,2,2,,1,,,2,,,,,,"Chandler, Adam W",,,,,
+ANGM,4370,101,4,2,6,1,1,4,,1,,,,,,,,,,,"Lewis, Timothy M",,,,,
+ANGM,4373,001,,3,4,3,4,,1,1,,,,,2,,,,1,,"Caldwell, Bryon A",,,,,
+ANGM,4376,001,17,,,,,,,,,,,,,,,,,,"Lewis, Timothy M",,,,,
+ANGM,4376,002,15,1,,,,,,,,,,,,,,,,,"Chandler, Adam W","Kim, Da Hyun",,,,
+ANGM,4379,001,4,5,1,,1,2,4,,,,,,,,,,,,"Gardner, Frederick",,,,,
+ANGM,4379,002,5,3,4,,2,,,,,,,,2,,,,2,,"Gardner, Frederick",,,,,
+ANGM,6305,001,,2,6,1,1,,,,,,,,,,,,,,"McCord, Peter A",,,,,
+ANGM,6312,001,,5,5,,,,,,,,,,,,,,,,"Griffin, Troy",,,,,
+ANGM,6313,001,,11,,,,,,,,,,,,,,,1,,"Fechter, Todd A",,,,,
+ANGM,6316,001,,7,1,1,,,,,,,,,,,,,1,,"Salter, Monika M",,,,,
+ARAB,1311,001,1,7,3,2,,1,,,,,,,,,,,,,"Anjum, Zafar",,,,,
+ARHM,2340,001,10,3,1,2,1,1,,1,,,,,,,,,,,"Avram, Danielle M",,,,,
+ARHM,3342,001,,2,2,2,3,1,,,,,,,1,,,,,,"Wickberg, Daniel B",,,,,
+ARHM,6310,001,,18,1,,,,,,,,,,1,,,,1,,"Terranova, Charissa N","Cooley, Heidi R",,,,
+ARTS,1301,0W1,110,9,6,7,3,1,1,2,,,,,,,,,,,"Wilder, James E","Ford, Angela","Zeng, Yuhui","Zhang, Shengxin",,
+ARTS,1315,001,7,3,1,,1,,,,,,,,,,,,,,"Curry, Val",,,,,
+ARTS,1316,001,3,4,4,1,1,,,,,,,,,,,,,,"Jafarpour, Zahra",,,,,
+ARTS,1316,002,,4,7,3,1,,1,,,,1,,1,,,,,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,1316,003,8,3,3,2,,2,,,,,,,1,,,,,,"Takaloubighash, Maryam",,,,,
+ARTS,1316,004,2,4,7,3,1,,1,,,,,,,,,,,,"Fridge, Brian D",,,,,
+ARTS,1316,501,3,3,3,,2,,,,,,,,,,,,,,"Fridge, Brian D",,,,,
+ARTS,2316,001,14,3,,1,,,,1,,,,,,,,,,,"Egan, Trey T",,,,,
+ARTS,2316,002,7,9,2,,,,,,,,,,,,,,,,"Song, Haoyi",,,,,
+ARTS,2316,003,8,3,,,2,,,,,,,,1,,,,1,,"Akinwole, Oluwadare (Dare)",,,,,
+ARTS,2348,001,4,9,2,,,,,1,,,,,,,,,1,,"Williams, Thomas E",,,,,
+ARTS,2350,001,2,8,3,2,1,,,,,,,,,,,,,,"Waligore, Marilyn",,,,,
+ARTS,2350,002,4,8,2,,1,,,,,,,,,,,,1,,"Baigmoradi, Fatemeh",,,,,
+ARTS,2380,001,2,6,2,1,2,,,,,,,,1,,,,1,,"Egan, Trey T",,,,,
+ARTS,2380,501,3,5,,,,,,,,,,,2,,,,,,"Curry, Val",,,,,
+ARTS,2381,001,2,5,1,1,,,,,,,,,,,,,1,,"Cochran, Kristen N",,,,,
+ARTS,3340,5H1,,7,,1,,,,,,,,,1,,,,1,,"Loving, Emily A",,,,,
+ARTS,3341,001,,14,,,,,,1,,,,,,,,,,,"Shi, Carle",,,,,
+ARTS,3363,001,1,8,2,1,1,,1,2,1,,,,1,,,,,,"Tady, Lorraine T",,,,,
+ARTS,3366,501,1,3,5,4,2,2,,,,,,,,,,,,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,3367,001,1,4,4,4,2,2,,,,,,,,,,,,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,3367,002,4,5,2,,,2,,,,,,,,,,,,,"Min, Inki A",,,,,
+ARTS,3368,001,3,2,,,3,1,,,,,,,1,,,,,,"Reyes, Marcela",,,,,
+ARTS,3369,001,3,5,2,,1,,,,,,,,,,,,,,"Tady, Lorraine T",,,,,
+ARTS,3371,002,4,4,3,2,,1,,1,,,,,,,,,1,,"Durant, Stephanie D",,,,,
+ARTS,3372,001,,10,7,,,,,,,,,,1,,,,,,"Loving, Emily A",,,,,
+ARTS,3375,001,1,6,1,,,,,,,,,,,,,,2,,"Cochran, Kristen N",,,,,
+ARTS,3377,001,2,9,2,3,1,,1,,,,,,,,,,1,,"Waligore, Marilyn",,,,,
+ARTS,3379,001,,3,6,5,1,,1,,,,,,,,,,,,"Palmer, Marcy A",,,,,
+ARTS,3382,001,3,8,,1,1,,,,,,,,2,,,,,,"Tady, Lorraine T",,,,,
+ARTS,3383,001,,3,5,5,4,1,,,,,,,,,,,,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,4310,001,4,11,2,1,,,,,,,,,,,,,,,"Avram, Danielle M",,,,,
+ARTS,4368,001,7,10,,,,,,,,,,,,,,,,,"Pomara, John J",,,,,
+ATCM,2300,001,,165,5,16,49,4,9,17,4,6,7,,9,,,,3,,"Balsamo, Anne","Costa De Souza, Flavia","Nguyen, Thi Kim Cuong","Rahman, Maruf","Amartey, Belinda","Alake, Olaoluwa J"
+ATCM,2301,001,11,7,3,3,1,1,,,,1,,1,2,,,,,,"Zamaniderkani, Vajihe",,,,,
+ATCM,2301,002,5,8,3,4,4,3,,2,,,,,,,,,1,,"Asgharpour, Hadi",,,,,
+ATCM,2301,003,5,6,6,1,1,2,1,1,,1,1,1,3,,,,,,"De Leon, Jennifer M",,,,,
+ATCM,2301,004,1,9,9,1,2,2,2,1,,1,,,1,,,,1,,"Vo, Baotran N",,,,,
+ATCM,2301,0W1,4,8,7,2,2,1,,,,,1,1,2,,,,,,"Trosper, Elizabeth M","Chan, Stephany T","Duong, Tu Anh",,,
+ATCM,2301,0W2,6,2,6,,2,4,3,,,1,,,1,,,,3,,"Trosper, Elizabeth M","Chan, Stephany T","Duong, Tu Anh",,,
+ATCM,2301,501,13,4,4,3,,1,1,1,,,1,1,,,,,,,"Ashkaboosi, Maryam",,,,,
+ATCM,2301,502,8,2,3,2,1,4,,1,1,2,1,,4,,,,1,,"Jones, Jazmine Q",,,,,
+ATCM,2301,503,3,8,7,1,2,2,,4,1,,,,1,,,,1,,"Budd, Jessie C",,,,,
+ATCM,2301,504,7,5,6,3,3,,,2,,,,,2,,,,2,,"Doust-Haghighi, Elham",,,,,
+ATCM,2302,001,9,3,8,1,2,2,,,,1,,2,1,,,,,,"De Leon, Jennifer M",,,,,
+ATCM,2302,002,13,3,4,2,1,1,1,,2,,,1,1,,,,,,"Ashkaboosi, Maryam",,,,,
+ATCM,2302,003,8,6,4,2,2,1,1,,,,1,,4,,,,,,"Ashouri, Shaghayegh",,,,,
+ATCM,2302,004,14,7,1,2,3,,,2,,,,,1,,,,,,"Gupta, Suvash",,,,,
+ATCM,2302,005,1,4,5,1,3,4,2,1,,2,1,,4,,,,1,,"Marder, Amanda K","Johnson, Olga A","Vahed Khoshknab, Tina",,,
+ATCM,2302,006,4,6,7,2,3,1,2,2,,,,,2,,,,,,"Marder, Amanda K","Vahed Khoshknab, Tina",,,,
+ATCM,2302,0H1,5,3,2,5,1,2,4,3,,1,1,,2,,,,,,"Barreiro, Isi J",,,,,
+ATCM,2302,501,3,5,3,4,4,6,1,,,1,,,3,,,,,,"Clement, Shonte",,,,,
+ATCM,2302,502,4,5,7,,2,1,,,2,2,,1,4,,,,,,"Clement, Shonte",,,,,
+ATCM,2302,503,2,3,2,5,1,3,1,5,,1,1,1,2,,,,1,,"Barreiro, Isi J",,,,,
+ATCM,2321,001,,2,10,6,4,3,2,1,,,,,2,,,,,,"Imaoka, Laura B","Vo, Angelene H",,,,
+ATCM,2322,001,15,22,12,12,6,5,4,3,2,1,,1,1,,,,,,"Fraley, James M","Haborak, Fiona K","Hernandez, Luke A",,,
+ATCM,2330,002,6,10,7,1,3,1,,,1,,1,,,,,,,,"Welwood, Samantha F",,,,,
+ATCM,2330,0W1,,2,3,5,3,2,,2,4,,2,,5,,,,1,,"Nielsen, Christina R","Winter, Sabine",,,,
+ATCM,2335,001,4,6,9,1,2,5,,1,1,,,,1,,,,,,"Starzer, Kenneth W",,,,,
+ATCM,2335,501,3,,8,3,5,1,,2,1,1,1,1,4,,,,,,"Starzer, Kenneth W",,,,,
+ATCM,2340,001,4,58,11,9,9,1,,2,,2,1,,2,,,,,,"Gooch, John C","Guo, Yu","Cole, Abby",,,
+ATCM,2350,001,12,11,4,,,1,,,,,,,1,,,,,,"Yu, Yiding",,,,,
+ATCM,2350,002,17,3,5,1,,1,1,1,,,,,,,,,,,"Rojas Ponce, Diana S","Bhatia, Parul",,,,
+ATCM,2350,501,13,6,6,1,1,,1,,,,,,1,,,,,,"Nair, Vinayak",,,,,
+ATCM,2355,001,1,3,2,1,1,,1,1,1,,2,1,2,,,,4,,"Marder, Amanda K",,,,,
+ATCM,2360,0W1,30,3,3,,,1,,3,,,,,3,,,,,,"Cox, Norman L",,,,,
+ATCM,3301,001,,1,7,5,,2,,1,,,,,1,,,,,,"Whitlock, Kathryn",,,,,
+ATCM,3301,002,12,4,1,1,,,,,,,,,1,,,,,,"Heaslip, Audra","Ayodabo, Sunday J",,,,
+ATCM,3301,003,1,3,,2,4,,1,2,,,1,1,3,,,,,,"Pietsch, Samuel R",,,,,
+ATCM,3301,004,7,2,3,2,2,1,,,,,,,1,,,,,,"Heaslip, Audra","Ayodabo, Sunday J",,,,
+ATCM,3301,005,7,6,1,1,,,2,,1,,,,1,,,,,,"Heaslip, Audra","Rahman, Mohammad K",,,,
+ATCM,3301,006,5,4,3,1,2,,1,,,,,,1,,,,,,"Heaslip, Audra","Rahman, Mohammad K",,,,
+ATCM,3320,501,10,6,3,,2,2,,1,,,,1,2,,,,,,"Rheams, David C",,,,,
+ATCM,3325,501,9,11,1,,2,4,,1,,,,,,,,,1,,"Rheams, David C",,,,,
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+ATCM,3336,002,5,15,4,2,3,1,,,,,,,,,,,,,"McKinney, Mark",,,,,
+ATCM,3336,003,12,1,2,4,3,3,,,,,,,,,,,1,,"Miller, Elisa K",,,,,
+ATCM,3337,001,,1,12,3,,3,1,,,,,,4,,,,,,"Miller, Elisa K",,,,,
+ATCM,3337,0W1,18,8,1,1,1,,,,,,,,,,,,,,"Wood, Harold G",,,,,
+ATCM,3337,0W2,14,13,1,1,,,,,,,,,1,,,,,,"Wood, Harold G",,,,,
+ATCM,3337,501,,5,6,4,2,2,1,1,,,2,,2,,,,,,"Miller, Elisa K",,,,,
+ATCM,3340,001,21,3,1,2,,1,,,,,,,2,,,,,,"Cox, Norman L",,,,,
+ATCM,3340,002,22,4,1,,,,,1,,1,,,1,,,,,,"Cox, Norman L",,,,,
+ATCM,3340,003,17,2,3,3,3,,,1,,,,,1,,,,,,"Cox, Norman L",,,,,
+ATCM,3350,001,2,4,6,2,2,4,,1,2,,,2,2,,,,1,,"Nair, Vinayak",,,,,
+ATCM,3350,0H1,8,4,5,2,2,1,1,1,2,1,,,3,,,,,,"Hewitt, Sharon A",,,,,
+ATCM,3350,0W1,1,2,7,3,2,,1,,3,,,2,5,,,,2,,"Hewitt, Sharon A",,,,,
+ATCM,3355,001,6,5,1,4,3,1,3,,3,,,,,,,,3,,"Scott, Andrew F",,,,,
+ATCM,3388,001,4,6,4,4,3,1,,,,,1,,,,,,,,"Fraley, James M",,,,,
+ATCM,3388,002,4,7,11,1,2,1,,,,,,,2,,,,,,"Fraley, James M",,,,,
+ATCM,4320,001,1,6,7,3,,,,,1,,,,1,,1,,,,"Shukla, Nishanshi A",,,,,
+ATCM,4326,001,6,4,4,2,,,1,,1,,,,,,,,,,"Fraley, James M",,,,,
+ATCM,4330,001,1,6,6,4,6,2,,2,,,,,,,,,1,,"Burrough, Xtine L",,,,,
+ATCM,4337,0W1,8,8,3,2,2,3,1,1,1,,,,1,,,,,,"Wood, Harold G",,,,,
+ATCM,4337,0W2,10,12,4,2,1,,,,,,,,,,,,,,"Wood, Harold G",,,,,
+ATCM,4340,001,7,12,4,1,3,,,2,,,,,,,,,1,,"McKinney, Mark",,,,,
+ATCM,4350,0H1,3,3,1,,2,1,1,,1,,,1,2,,,,,,"Hewitt, Sharon A",,,,,
+ATCM,4350,0W1,4,3,3,2,3,3,1,2,,,,,4,,,,2,,"Hewitt, Sharon A",,,,,
+ATCM,4351,001,,20,3,1,,2,2,,1,,,,,,,,,,"Sweet, Kevin J",,,,,
+ATCM,4363,001,2,5,3,,,,1,,1,,,,2,,,,,,"Nielsen, Christina R",,,,,
+ATCM,4364,501,4,10,8,1,1,,,,,,,,,,,,,,"McKinney, Mark",,,,,
+ATCM,4384,0H1,3,9,13,3,4,1,2,1,,,,,,,,,2,,"Johnson, Janet L",,,,,
+ATCM,4384,0H2,8,9,5,3,5,2,,5,1,,,,,,,,1,,"Johnson, Janet L",,,,,
+ATCM,4384,0H3,17,20,1,,1,,,,,,,,3,,,,1,,"Sen Gupta, Karl S",,,,,
+ATCM,4397,002,4,4,2,,2,1,,,,,,,,,,,,,"Miller, Elisa K",,,,,
+ATCM,4397,0H1,9,3,4,2,,1,,,,,,,,,,,,,"Rojas Ponce, Diana S",,,,,
+ATCM,4397,0H2,2,9,,,1,,,,1,,,,,,,,,,"Terry, Dean D",,,,,
+ATCM,4397,0W1,5,2,6,2,2,1,1,,,1,,,1,,,,1,,"Grieshaber, Amy",,,,,
+ATCM,6322,001,,9,1,,,,,1,,,,,,,,,,,"Sweet, Kevin J",,,,,
+ATCM,6375,001,,10,,,,,,,,,,,,,,,,,"Nguyen, Josef D",,,,,
+AUD,6113,001,,,,,,,,,,,,,,,,,,11,"Cokely, Carol G",,,,,
+AUD,6122,103,,10,,,,,,,,,,,,,,,,,"Clark, Jackie L","Heussner, Sophia B",,,,
+AUD,6303,001,,10,1,,3,,,,,,,,,,,,,,"Lobarinas, Edward",,,,,
+AUD,6305,0H1,,8,2,2,3,,,,,,,,,,,,,,"Jahn, Kelly N",,,,,
+AUD,6310,001,,8,3,,2,1,,,,,,,,,,,,,"Mosley, Cornetta",,,,,
+AUD,7253,001,,14,3,6,4,,,,,,,,,,,,,,"Griffiths, Scott K",,,,,
+AUD,7280,070,,,,,,,,,,,,,,,,,,15,"Clark, Jackie L","Heussner, Sophia B",,,,
+AUD,7321,001,,5,4,3,1,1,,,,,,,,,,,,,"Lobarinas, Edward",,,,,
+AUD,7327,001,,10,,,4,,,1,,,,,,,,,,,"Clark, Jackie L","Heussner, Sophia B",,,,
+AUD,7338,001,,5,5,4,1,,,,,,,,,,,,,,"Cokely, Carol G","Crow, Sarah E",,,,
+AUD,7352,001,,12,2,,,,,,,,,,,,,,,,"Gohmert, Andrea K",,,,,
+AUD,7V80,001,,,,,,,,,,,,,,,,,,14,"Mosley, Cornetta",,,,,
+AUD,7V80,009,,,,,,,,,,,,,,,,,,11,"Griffiths, Scott K",,,,,
+AUD,7V82,001,,,,,,,,,,,,,,,,,,15,"Griffiths, Scott K",,,,,
+AUD,8V97,064,,,,,,,,,,,,,,,,,,14,"Cokely, Carol G",,,,,
+BA,1310,001,6,6,9,16,12,5,,,,,,,1,,,,4,,"Cheung, Hung Yui",,,,,
+BA,1310,501,1,5,15,5,4,7,8,1,,5,2,1,1,,,,1,,"Zhao, Xiaodan",,,,,
+BA,1310,502,4,11,8,13,4,8,2,2,,,,,,,,,1,,"Cheung, Hung Yui",,,,,
+BA,1320,001,3,8,17,13,3,7,4,1,,,1,,2,,,,1,,"Blueshtein, Moran","Goyal, Tarini","Ganthi, Lok Sundar",,,
+BA,1320,002,13,22,8,10,,3,2,,,,,,1,,,,,,"Lewin, Peter","Konda, Ravi Kiran Reddy",,,,
+BA,1320,003,3,6,9,13,6,12,4,2,,,2,,1,,,,1,,"Blueshtein, Moran","Goyal, Tarini","Ganthi, Lok Sundar",,,
+BA,1320,501,5,16,17,5,10,,2,3,,,,,,,,,1,,"Lewin, Peter","Konda, Ravi Kiran Reddy",,,,
+BA,3300,001,,9,6,8,7,6,4,7,1,,,,,,,,,,"Siegenthaler, Simon",,,,,
+BA,3300,002,,14,4,12,6,1,5,1,1,,,1,2,,,,2,,"Siegenthaler, Simon",,,,,
+BA,3300,003,4,7,7,10,9,8,3,,,,,,,,,,,,"Zhou, Junya",,,,,
+BA,4090,001,,,,,,,,,,,,,,10,,,,,"Henderson, Thomas C",,,,,
+BA,4090,091,,,,,,,,,,,,,,27,,,,,"Henderson, Thomas C",,,,,
+BA,4090,092,,,,,,,,,,,,,,15,,,2,,"Dam, Van C",,,,,
+BA,4095,0W1,,,,,,,,,,,,,,129,,,,,"Owens, Dawn M","Granger, Angela L",,,,
+BA,4095,0W2,,,,,,,,,,,,,,76,,1,,,"Owens, Dawn M","Granger, Angela L",,,,
+BA,4V90,093,,,,,,,,,,,,,,18,,,,,"Henderson, Thomas C",,,,,
+BBSU,1100,001,17,1,,1,,,,1,1,,,1,,,,,,,"Villarreal, Mariaa A",,,,,
+BBSU,1100,002,13,3,2,3,1,,,,,1,,,,,,,,,"Boynton, Catherine",,,,,
+BBSU,1100,003,26,4,2,,,2,3,1,,,1,,,,,,,,"Taylor, Ryan B",,,,,
+BBSU,1100,004,20,6,3,,,,,,1,,,,,,,,,,"Villarreal, Mariaa A",,,,,
+BBSU,1100,005,27,2,5,1,1,1,,,,,,,,,,,,,"Grimmer, Leslie A",,,,,
+BBSU,1100,006,22,7,5,5,1,1,2,,,,,,,,,,,,"Grimmer, Leslie A",,,,,
+BBSU,1100,007,33,5,2,,1,,,,,,,,,,,,,,"Hamilton, Anna L",,,,,
+BBSU,1100,008,25,5,4,2,2,,,1,,,,,1,,,,,,"Pierce, Corey E",,,,,
+BBSU,1100,009,26,3,4,2,1,,,,,,1,,1,,,,,,"Boynton, Catherine",,,,,
+BBSU,1100,010,27,8,2,3,,,,,,,,,,,,,,,"Pierce, Corey E",,,,,
+BBSU,1100,0L1,21,3,1,3,2,,2,,1,,1,,1,,,,,,"Camacho, Kristina S",,,,,
+BBSU,1100,0L2,24,3,3,,2,4,,,,,,,,,,,,,"Camacho, Kristina S",,,,,
+BCOM,1300,001,2,3,17,7,3,3,1,,2,1,,,,,,,1,,"Herman, Emily L",,,,,
+BCOM,1300,002,8,11,9,2,3,3,,1,1,,1,,1,,,,,,"Stewart, Julie M","Patel, Nirmit Pradip",,,,
+BCOM,1300,003,17,7,6,5,1,,,,1,,,1,1,,,,,,"Stewart, Julie M","Patel, Nirmit Pradip",,,,
+BCOM,1300,004,15,6,6,5,1,5,,,,,,,1,,,,,,"Stewart, Julie M","Patel, Nirmit Pradip",,,,
+BCOM,1300,005,12,15,8,1,1,,1,,1,,,,1,,,,,,"Berardi, Caryn S",,,,,
+BCOM,1300,006,1,10,14,2,6,2,1,1,2,,,,1,,,,,,"de los Santos, Veronica A",,,,,
+BCOM,1300,007,1,5,15,11,3,,3,,2,,,,,,,,,,"Pitchford, Bethany","Bhimisetty, Maria P",,,,
+BCOM,1300,008,2,15,12,3,3,2,1,,,,2,,,,,,,,"Harrison, Megan",,,,,
+BCOM,1300,009,13,9,6,5,2,2,1,,,,,1,1,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,1300,010,8,4,6,8,2,1,,,1,2,,,2,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,1300,011,8,6,21,1,,1,,,,,,1,2,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,1300,012,13,4,12,2,4,1,1,,1,1,,,1,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,1300,013,1,5,12,6,3,5,3,1,1,1,,,1,,,,,,"Gilliland, Michaella W",,,,,
+BCOM,1300,014,,7,6,3,5,3,4,2,1,,,,,,,,,,"Herman, Emily L",,,,,
+BCOM,1300,015,5,14,7,6,3,2,,,,,1,,,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,1300,016,12,10,9,3,2,,2,2,1,,,,,,,,,,"Cordova, Denise","Bhimisetty, Maria P",,,,
+BCOM,1300,017,,6,12,4,9,4,1,2,,,,1,1,,,,,,"Postolos, Christine A",,,,,
+BCOM,1300,019,9,10,6,5,2,2,1,1,4,,,,,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,1300,0L1,3,12,9,4,1,,,,1,,,,1,,,,,,"Olshansky, Alexander",,,,,
+BCOM,1300,0L2,16,11,5,1,2,1,1,2,,,,,,,,,1,,"Cordova, Denise","Bhimisetty, Maria P",,,,
+BCOM,1300,0L3,6,10,9,2,,,2,,,,,,,,,,,,"Olshansky, Alexander",,,,,
+BCOM,1300,502,4,11,11,5,3,1,,,1,,,2,1,,,,,,"Ali, Shazia",,,,,
+BCOM,1300,503,7,7,9,3,1,2,1,1,,,1,,5,,,,1,,"Moore, Jason",,,,,
+BCOM,1300,505,6,4,12,5,2,4,1,,,,1,,2,,,,,,"Blockley, Caylin",,,,,
+BCOM,1300,506,2,4,8,5,2,3,1,,1,,,1,1,,,,,,"Pitchford, Bethany","Bhimisetty, Maria P",,,,
+BCOM,3300,001,2,7,12,9,4,2,,2,1,,,,,,,,,,"Fry, Jennifer L",,,,,
+BCOM,3300,002,20,10,7,5,4,,,,,,,,1,,,,,,"Cordova, Denise",,,,,
+BCOM,3300,003,,6,13,11,3,3,,1,2,1,,,,,,,,,"Fry, Jennifer L",,,,,
+BCOM,3300,004,,6,12,9,9,2,,1,1,,,,,,,,,,"Watson, John M","Raviprolu, Jishnu V",,,,
+BCOM,3300,005,,7,8,8,12,2,1,,,,,,1,,,,,,"Watson, John M","Raviprolu, Jishnu V",,,,
+BCOM,3300,006,2,8,13,8,4,3,1,,,,,,,,,,,,"Watson, John M","Raviprolu, Jishnu V",,,,
+BCOM,3300,008,6,9,10,5,3,2,,2,,,1,1,1,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,3300,009,11,11,10,3,,,1,,,,,1,1,,,,,,"Woods Bennett, Joy M",,,,,
+BCOM,3300,010,9,12,10,4,,1,,,,1,,,2,,,,,,"Stewart, Julie M","Patel, Nirmit Pradip",,,,
+BCOM,3300,011,,5,7,13,4,5,1,2,,,,,3,,,,,,"Watson, John M","Raviprolu, Jishnu V",,,,
+BCOM,3300,012,,5,16,5,11,1,1,,,,,,1,,,,,,"Watson, John M","Raviprolu, Jishnu V",,,,
+BCOM,3300,013,2,8,12,7,3,4,1,,1,1,,,,,,,,,"Pitchford, Bethany","Bhimisetty, Maria P",,,,
+BCOM,3300,014,5,7,11,4,3,1,2,2,2,,,1,2,,,,,,"Moore, Jason",,,,,
+BCOM,3300,015,5,11,10,6,5,1,1,,,,,,1,,,,,,"Cooper, Austin",,,,,
+BCOM,3300,016,8,15,13,2,1,,,,1,,,,,,,,,,"Woods Bennett, Joy M",,,,,
+BCOM,3300,017,11,5,12,4,,2,1,,,,1,,5,,,,1,,"Cordova, Denise","Bhimisetty, Maria P",,,,
+BCOM,3300,0T1,,6,5,2,1,,3,,,,,,,,,,,,"Moore, Sarah E","Verma, Tanya Shree",,,,
+BCOM,3300,501,10,9,10,2,2,1,,1,,,,,,,,,2,,"Loyless, Lauren",,,,,
+BCOM,3300,502,9,7,10,5,1,2,,,1,2,2,,,,,,,,"Horner, Kimberly D",,,,,
+BCOM,3300,503,2,7,8,16,2,3,,,,,,,,,,,,,"Ali, Shazia",,,,,
+BCOM,3300,504,6,8,10,5,5,1,,1,1,1,,,1,,,,,,"McCrady, Victoria D","Jethe Bhanushali, Mrudula S",,,,
+BCOM,4300,001,1,4,11,5,6,4,2,3,,,,,1,,,,2,,"Siddiqui, Farah",,,,,
+BCOM,4300,002,8,4,10,4,6,4,1,1,,,1,,1,,,,,,"Blockley, Caylin",,,,,
+BCOM,4300,003,,6,11,7,7,5,4,,,,,,,,,,,,"Moore, Sarah E","Verma, Tanya Shree",,,,
+BCOM,4300,004,10,7,10,8,1,4,,,,,,,,,,,,,"Moore, Sarah E","Verma, Tanya Shree",,,,
+BCOM,4300,005,3,12,13,6,3,2,1,,,,,,,,,,,,"Moore, Sarah E","Verma, Tanya Shree",,,,
+BCOM,4300,006,4,11,12,7,3,2,1,,,,,,,,,,,,"Moore, Sarah E","Verma, Tanya Shree",,,,
+BCOM,4300,007,,1,2,8,8,9,3,,2,2,1,1,2,,,,1,,"Lookadoo, Kathryn","Verma, Tanya Shree",,,,
+BCOM,4300,008,,5,6,2,8,6,2,2,3,2,2,,1,,,,,,"Lookadoo, Kathryn","Verma, Tanya Shree",,,,
+BCOM,4300,009,,21,4,,10,,,1,,,,,1,,,,2,,"Hornsby, Melanie",,,,,
+BCOM,4300,010,1,6,11,8,5,4,2,2,,1,,,,,,,,,"Lookadoo, Kathryn","Verma, Tanya Shree",,,,
+BCOM,4300,011,1,7,4,6,11,3,1,3,1,1,,2,,,,,,,"Lookadoo, Kathryn","Verma, Tanya Shree",,,,
+BCOM,4300,012,9,19,8,5,3,1,,,,,,,,,,,,,"Cordova, Denise","Bhimisetty, Maria P",,,,
+BCOM,4300,013,2,2,11,8,4,6,1,2,1,,,1,1,,,,1,,"Siddiqui, Farah",,,,,
+BCOM,4300,014,2,13,16,5,2,2,,,,,,,,,,,,,"Postolos, Christine A",,,,,
+BCOM,4300,015,,18,4,3,11,,1,1,,,,,,,,,1,,"Hornsby, Melanie",,,,,
+BCOM,4300,016,1,3,5,5,6,7,3,3,1,,1,,1,,,,2,,"Pitchford, Bethany","Bhimisetty, Maria P",,,,
+BCOM,4300,501,2,2,4,6,2,3,3,,2,1,,,,,,,2,,"Alvarez, Manolo",,,,,
+BCOM,4300,503,,1,2,3,2,7,1,4,,2,,,,,,,,,"Cox, Chauncey",,,,,
+BCOM,4300,504,3,2,21,6,4,3,,,1,,,,,,,,,,"Cooper, Austin",,,,,
+BIOL,1318,001,,3,,,14,,,8,,,4,,6,,,,,,"Maitra, Meenakshi",,,,,
+BIOL,2111,501,113,46,36,22,27,12,6,5,5,2,1,2,,,,,1,,"Srikanth, Uma",,,,,
+BIOL,2111,502,28,11,24,11,14,17,13,9,5,8,4,3,4,,,,1,,"Gomez, Amy Jo M","Elhawary, Ezzeldin N","Ning, Dun",,,
+BIOL,2111,503,82,59,28,19,15,12,9,,2,2,,1,3,,,,,,"Padmanabhan, Ramesh",,,,,
+BIOL,2112,501,10,21,41,22,20,16,9,17,20,10,6,8,17,,,,6,,"Wilson, Michelle M",,,,,
+BIOL,2281,301,2,6,3,5,2,2,,2,,,,,1,,,,,,"Huang, Yi","Griffin, Caylah",,,,
+BIOL,2281,302,3,7,2,5,,,1,1,,1,,,,,,,1,,"Lin, Wen J","Raghavaraju, Nikhitha",,,,
+BIOL,2281,303,2,4,4,6,1,2,2,,,1,1,,,,,,,,"Huang, Yi","Arugonda, Ravali",,,,
+BIOL,2281,304,1,4,1,5,,5,1,2,1,1,,1,1,,,,,,"Lin, Wen J","Raghavaraju, Nikhitha",,,,
+BIOL,2281,305,1,1,3,5,1,2,2,2,,1,,1,,,,,,,"Pickett, Elizabeth A","Bailey, Juanita A",,,,
+BIOL,2281,306,1,2,2,3,,3,1,3,1,2,1,1,,,,,1,,"Davenport, Anne","Senu, Ebenezer",,,,
+BIOL,2281,307,,2,3,3,2,3,2,2,1,1,,1,1,,,,,,"Lin, Wen J","Liu, Junyu",,,,
+BIOL,2281,308,1,7,2,2,1,2,2,1,1,,,,2,,,,1,,"Davenport, Anne","Flores, Justin M",,,,
+BIOL,2281,309,,3,1,5,4,2,2,1,2,,,,2,,,,,,"Lin, Wen J","Bailey, Juanita A",,,,
+BIOL,2281,310,7,5,4,1,2,,1,2,,,,,,,,,,,"Pickett, Elizabeth A","Liu, Junyu",,,,
+BIOL,2281,312,,4,6,2,2,3,1,1,2,,,1,,,,,,,"Tien, Hsin-Jung","Flores, Justin M",,,,
+BIOL,2281,313,,4,2,2,4,2,3,2,,1,2,,,,,,,,"Lin, Wen J","Senu, Ebenezer",,,,
+BIOL,2281,314,1,5,3,6,2,4,,1,,,,,1,,,,,,"Briggs, Alyssa A","Griffin, Caylah",,,,
+BIOL,2281,315,2,7,2,3,1,3,3,1,,,,,,,,,,,"Pickett, Elizabeth A","Estrada, Bryan J",,,,
+BIOL,2281,317,1,4,2,3,1,3,2,1,1,,1,,2,,,,,,"Huang, Yi","Estrada, Bryan J",,,,
+BIOL,2311,001,113,46,36,22,27,12,6,5,5,2,1,2,,,,,3,,"Srikanth, Uma","Kwende, Sharon A","Maiti, Dibyo","Gomez, Jessica E","Suresh, Prarthana",
+BIOL,2311,002,28,11,24,12,14,17,13,9,5,8,4,3,4,,,,4,,"Gomez, Amy Jo M","Elhawary, Ezzeldin N","Ning, Dun",,,
+BIOL,2311,501,82,59,28,19,15,12,9,,2,2,,1,3,,,,,,"Padmanabhan, Ramesh","Winn, Emma A","Anand, Rithika","Sirimanna, Ridma H",,
+BIOL,2312,001,10,21,41,22,20,16,9,17,20,10,6,8,17,,,,8,,"Wilson, Michelle M","Thomas, Nathaniel","Alemi, Parinazsadat","Camp, John M",,
+BIOL,3203,101,8,9,3,3,1,,,,,,,,,,,,,,"Gomez, Amy Jo M","Wickramasinghe, Piumi B","Christensen, Priya M",,,
+BIOL,3203,102,,7,8,2,4,1,,1,1,,,,,,,,,,"Davenport, Anne","Wickramasinghe, Piumi B","Dalvi, Hrishikesh H","Christensen, Priya M",,
+BIOL,3203,103,1,6,9,5,2,1,,,,,,,,,,,,,"Davenport, Anne","Christensen, Priya M","Dalvi, Hrishikesh H",,,
+BIOL,3203,104,20,2,,,,,,,,,,,,,,,,,"Palmer, Kelli L","Dhar, Roopal",,,,
+BIOL,3303,001,30,47,30,21,27,23,9,12,,2,4,,1,,,,3,,"DeNisco, Nicole J","Dillon, Nicholas","Basu, Ujjaini","Yaqub, Muneer O","Zaheen Khan, Fabiha",
+BIOL,3312,001,5,5,1,4,5,3,,1,1,1,1,,1,,,,1,,"Morcos Gonzalez, Alonso","Ziegler, Cheyenne E",,,,
+BIOL,3318,001,8,12,22,16,9,8,2,1,3,2,,,,,,,2,,"Barber, Kathleen B","Evers, Anna N",,,,
+BIOL,3320,001,1,4,,1,1,1,,1,,,1,1,1,,,,,,"Hajeri, Vinita","Walisundara, Walisundara M",,,,
+BIOL,3320,002,1,3,3,,2,1,1,,,,,,1,,,,,,"Hajeri, Vinita","Walisundara, Walisundara M",,,,
+BIOL,3325,001,14,32,6,2,,,,,,,,,,,,,,,"Sarcar, Subha","Dao, Alex",,,,
+BIOL,3335,001,5,29,15,11,33,8,5,20,,,,,,,1,,3,,"Reitzer, Lawrence J","Petter, Andrew T","Uppuluri, Aparna",,,
+BIOL,3357,001,,4,4,1,6,,,,,,1,,,,,,,,"Wu, Zhuoru","Tiwari, Suman",,,,
+BIOL,3370,001,12,4,2,5,3,,1,1,1,1,4,,3,,,,2,,"Wu, Zhuoru","Tiwari, Suman",,,,
+BIOL,3380,301,3,4,1,1,,1,1,,1,,1,1,,,,,,,"Mazambani, Simbarashe","Shi, Zhan",,,,
+BIOL,3380,303,3,1,2,,7,,1,1,,2,,,4,,,,,,"Rippel, Scott A","Chacon Castro, Maria Del Carmen",,,,
+BIOL,3380,304,2,6,4,4,,3,1,1,,,,,1,,,,,,"Mazambani, Simbarashe","Falah, Rafah M",,,,
+BIOL,3380,305,,1,,1,2,2,4,1,3,,,,1,,,,1,,"Mazambani, Simbarashe","Rappazzo, Jacob M",,,,
+BIOL,3380,306,,1,2,1,2,2,,,,1,,2,,,,,,,"Rippel, Scott A","Falah, Rafah M",,,,
+BIOL,3380,307,1,3,8,6,,,1,2,1,,,,,,,,,,"Pan, Jing","Shi, Zhan",,,,
+BIOL,3380,308,3,4,1,5,1,3,1,1,1,,,,,,,,1,,"Pan, Jing","Liu, Yihan",,,,
+BIOL,3380,309,1,4,3,4,1,2,1,2,1,,,1,1,,,,,,"Mazambani, Simbarashe","Rappazzo, Jacob M",,,,
+BIOL,3380,310,1,1,7,2,1,,1,4,1,,1,,,,,,,,"Pan, Jing","Liu, Yihan",,,,
+BIOL,3385,001,,10,2,1,8,1,,6,,,1,,,,,,,,"Murchison, David F",,,,,
+BIOL,3388,001,5,5,6,4,3,1,2,,,,,,,,,,1,,"Rippel, Scott A",,,,,
+BIOL,3401,001,65,51,31,27,27,18,8,11,1,1,1,,1,,,,5,,"Dong, Xintong","Pickett, Elizabeth A","Le, Alyssa","Balasundarasekar, Bhavani","Balaji, Sharan Kumar","Khuwaja, Waris Muhammad"
+BIOL,3402,001,20,16,29,28,10,8,5,5,2,1,1,1,,,,,1,,"Srikanth, Uma","Delk, Nikki A","Patel, Umar J","Maity, Subhajit",,
+BIOL,3402,002,10,14,11,4,7,5,4,5,4,1,,,1,,,,1,,"Sarcar, Subha","Nelson, Ashlianne A",,,,
+BIOL,3455,301,4,2,2,3,1,4,2,2,5,,1,2,4,,,,4,,"Padmanabhan, Ramesh","Ramirez, Ruben D",,,,
+BIOL,3455,302,,2,5,5,2,3,4,,3,2,2,,3,,,,2,,"Padmanabhan, Ramesh","Ramirez, Ruben D",,,,
+BIOL,3455,303,8,6,5,1,4,2,3,1,4,1,,1,,,,,,,"Wu, Zhuoru","Ramirez, Ruben D","Gong, Hanling",,,
+BIOL,3455,304,1,,,2,2,4,5,3,3,5,2,1,1,,1,,6,,"Maitra, Meenakshi","Ramirez, Ruben D","Veera, Kavya",,,
+BIOL,3455,305,1,1,2,1,4,1,2,3,6,3,1,3,2,,,,3,,"Maitra, Meenakshi","Ramirez, Ruben D","Veera, Kavya","Langley, Lyndsey",,
+BIOL,3455,306,4,3,2,4,3,5,2,1,,2,1,,4,,,,4,,"Huang, Yi","Ramirez, Ruben D","Gong, Hanling",,,
+BIOL,3455,801,6,3,5,4,2,7,,1,2,,1,2,2,,,,,,"Wu, Zhuoru","Ramirez, Ruben D","Deese, Alexander R",,,
+BIOL,3455,802,,2,1,3,3,4,2,4,3,1,1,1,4,,,,4,,"Huang, Yi","Ramirez, Ruben D","Deese, Alexander R",,,
+BIOL,3456,301,3,5,3,3,5,1,2,2,1,,1,2,,,,,,,"Sarcar, Subha","Yu, Wen-Ho","Spence, Lindsay J",,,
+BIOL,3456,302,2,5,3,3,2,1,,3,2,,,,1,,,,,,"Yu, Wen-Ho",,,,,
+BIOL,3456,303,,1,1,1,1,4,1,1,,1,2,,,,,,,,"Yu, Wen-Ho",,,,,
+BIOL,3456,801,2,5,5,3,4,3,1,2,1,2,1,1,,,,,2,,"Yu, Wen-Ho",,,,,
+BIOL,3461,001,13,46,24,25,30,10,2,2,,,1,,1,,,,1,,"Gavva, Sandhya R","Wicherts, Dylan M","Budhathoki, Prakriti","Liyana Withanage, Nadeesha Tharangani",,
+BIOL,3461,002,13,32,30,17,18,22,15,9,11,2,2,1,7,,,,3,,"Boyd, Stefanie D","Akter, Zakia","Zhi, Jiahe","Salamat, Narges","Zhabilov, Dannie",
+BIOL,3461,003,31,51,23,11,29,15,7,4,6,2,3,1,3,,,,,,"Boyd, Stefanie D","Akter, Zakia","Zhi, Jiahe","Salamat, Narges","Zhabilov, Dannie",
+BIOL,3462,001,1,10,12,15,8,7,5,4,5,3,,2,2,,,,,,"Candas, Mehmet","Sunder Singh, Jacqulene Preethi","Maity, Tuhina",,,
+BIOL,3V00,002,8,7,2,4,3,1,2,,,1,,,,,,,,,"Sadat, Eva L","Afolami, Olufemi Ifeoluwa",,,,
+BIOL,3V00,0W1,9,17,1,2,,,,,,,1,,,,,,,,"Candas, Mehmet",,,,,
+BIOL,4302,024,8,1,,,1,,,,,,,,,,,,,,"Ramirez, Ruben D",,,,,
+BIOL,4302,055,,15,,,,,,,,,,,,,,,,,"Lin, Wen J",,,,,
+BIOL,4302,060,,14,,,,,,,,,,,,,,,,,"Wilson, Michelle M",,,,,
+BIOL,4302,066,16,,,,,,,,,,,,,,,,,,"Padmanabhan, Ramesh",,,,,
+BIOL,4325,001,,6,7,13,14,3,2,3,,,,,1,,,,,,"Candas, Mehmet",,,,,
+BIOL,4345,001,,95,5,4,4,1,1,,1,1,1,,1,,,,,,"Wilson, Michelle M","Hossain, Md Liakat","Parupalli, Preethi",,,
+BIOL,4360,001,3,7,,1,2,,,1,,,,1,,,,,,,"Pickett, Elizabeth A",,,,,
+BIOL,4371,001,,46,,,2,,,,,,,,,,,,1,,"Sanchez, Erica L","Hisam, Fatima",,,,
+BIOL,4380,301,14,6,2,,,,,,,,,,,,,,,,"Sadat, Eva L","Aleman, Jayden",,,,
+BIOL,4380,302,7,7,4,2,,1,1,,1,,,,,,,,,,"Gomez, Amy Jo M","Shryock, Douglas G",,,,
+BIOL,4380,303,10,5,5,1,,1,,1,,,,,,,,,,,"Sadat, Eva L","Hari Prasad, Vineeth",,,,
+BIOL,4380,304,15,7,1,,,,,1,,,,,,,,,,,"Sadat, Eva L","Joshi, Ketki",,,,
+BIOL,4380,306,7,1,1,4,4,3,,2,1,,,,,,,,,,"Gomez, Amy Jo M","Konakalla, Anisha Reddy",,,,
+BIOL,4385,001,1,17,,1,13,,,2,,,1,,,,,,,,"Murchison, David F",,,,,
+BIOL,5312,001,,5,2,2,3,2,,,,,,,,,,,1,,"Morcos Gonzalez, Alonso","Ziegler, Cheyenne E",,,,
+BIOL,5375,001,,12,4,8,4,1,,1,,,,,,,,,2,,"Pan, Jing",,,,,
+BIOL,5376,501,,3,7,14,17,,,4,,,,,,,,,,,"Xuan, Zhenyu","Xu, Linyi",,,,
+BIOL,5420,001,,31,,,27,,,1,,,,,,,,,,,"Kim, Tae Hoon","Miller, Edmund A",,,,
+BIOL,5460,001,,,,15,6,,,,,,,,,,,,2,,"Xuan, Zhenyu","Zhang, Michael Q","Zhang, Nan",,,
+BIOL,6100,001,,,,,,,,,,,,,,,,,1,16,"Hong, Tian",,,,,
+BIOL,6252,001,,,,,,,,,,,,,,,,,,16,"Hong, Tian","Zhang, Michael Q",,,,
+BIOL,6342,001,,13,1,,,,,,,,,,,,,,,,"Joshi, Purna A",,,,,
+BIOL,6343,001,,5,5,1,4,1,,,,,,,,,,,,,"Srikanth, Uma","Sapkota, Darshan","Lalami, Hamza","Suresh, Prarthana",,
+BIOL,6373,001,,9,1,4,5,4,2,3,,,,,2,,,,,,"Winkler, Duane D",,,,,
+BIOL,6398,001,,14,,,,,,,,,,,,,,,,,"Boll, Joseph",,,,,
+BIS,1100,001,,26,1,,,,,,,,,,2,,,,,,"Werhnyak, Larissa",,,,,
+BIS,1100,002,28,2,,,,,,,,,,,,,,,,,"Lusk, Marc L",,,,,
+BIS,1100,003,,31,,1,,,,,,,,,1,,,,,,"Werhnyak, Larissa",,,,,
+BIS,1100,004,20,15,1,,,,,,,,,,,,,,,,"Lusk, Marc L",,,,,
+BIS,1100,005,,28,1,,,,,1,,,1,,,,,,1,,"Naqvi, Syed K",,,,,
+BIS,1100,006,,29,,,1,,,,,,,,,,,,,,"Naqvi, Syed K",,,,,
+BIS,1100,501,,9,,,3,,,,,,,,1,,,,,,"Naqvi, Syed K",,,,,
+BIS,1100,502,16,3,1,,,1,,,,,,,,,,,,,"Lusk, Marc L",,,,,
+BIS,2190,0W1,4,8,1,5,1,,3,,,,,,1,,,,2,,"Dornback, Sarah",,,,,
+BIS,2190,0W2,11,7,,,,,1,,,,,,1,,,,,,"Edwards, Christopher W",,,,,
+BIS,2190,0W3,16,5,1,1,,,,1,,,,1,,,,,1,,"Henry, Loreen S",,,,,
+BIS,3320,001,2,3,6,1,2,,,,,,,,1,,,,2,,"Jones, June A",,,,,
+BIS,3320,002,12,4,2,,1,,,,,,,,,,,,,,"Lusk, Marc L",,,,,
+BIS,3320,003,6,6,6,,,,,,,,,,1,,,,,,"Lusk, Marc L",,,,,
+BIS,3320,004,4,12,5,2,2,,,,1,,,,1,,,,,,"Wright, David A",,,,,
+BIS,3320,005,15,5,2,,1,1,1,,,,,,1,,,,,,"Hammonds, Kyle",,,,,
+BIS,3320,0W1,8,4,5,1,1,2,,1,,,1,,2,,,,1,,"Hammonds, Kyle",,,,,
+BIS,3320,501,1,5,9,,,,,,,,,,,,,,1,,"Wright, David A",,,,,
+BIS,3320,502,1,1,2,,,3,,,1,,2,,4,,,,,,"Jones, June A",,,,,
+BIS,4306,0W1,1,2,4,2,1,2,2,,2,1,,,,,,,,,"Simpson, Carrie M",,,,,
+BLAW,2301,001,6,8,3,7,10,11,5,15,1,4,5,1,2,,,,5,,"Gamino, John P",,,,,
+BLAW,2301,002,3,6,2,9,14,12,6,12,5,5,4,,1,,,,4,,"Gamino, John P",,,,,
+BLAW,2301,003,,74,3,5,2,,1,,,,,,,,,,,,"Polze, Matthew M",,,,,
+BLAW,2301,004,1,19,9,8,4,5,4,4,3,,2,,,,,,,,"Sutton, Walter L","Mariano, Dylan N",,,,
+BLAW,2301,005,,15,15,12,13,,4,,,,,,,,,,,,"Baloul, Mirna A","Mariano, Dylan N",,,,
+BLAW,2301,0L1,,55,8,7,11,1,,,1,,2,2,,,,,,,"Polze, Matthew M",,,,,
+BLAW,2301,501,,8,6,7,6,12,10,4,6,,7,,5,,,,13,,"Betanzos, Christina L","Surani, Sanya R",,,,
+BLAW,2301,502,,13,13,2,12,10,8,2,11,,7,,2,,,,3,,"Betanzos, Christina L","Surani, Sanya R",,,,
+BLAW,2301,503,,15,12,5,7,9,10,7,10,,4,,5,,,,1,,"Betanzos, Christina L","Surani, Sanya R",,,,
+BLAW,2301,504,4,11,9,11,16,,3,2,,,,,,,1,,,,"Baloul, Mirna A","Mariano, Dylan N",,,,
+BLAW,2301,HO1,,7,6,7,2,2,2,,,,,,,,,,,,"Polze, Matthew M",,,,,
+BLAW,2301,HON,,7,4,4,9,3,2,,,,,,,,,,1,,"Polze, Matthew M",,,,,
+BLAW,3301,501,2,2,4,14,11,3,5,2,1,1,,,2,,,,2,,"Minchey, Kevin","Berbarie, Edward",,,,
+BLAW,4301,001,2,21,12,5,,,,,,,,,,,,,,,"Sutton, Walter L",,,,,
+BMEN,1100,101,3,6,11,2,,,,,,,,,,,,,,,"Myers, Kathleen M","Trevino, Paulina I","Zhao, Wanyu","Najjari, Aryan",,
+BMEN,1100,102,1,4,4,3,3,,,1,,,,,,,,,,,"Myers, Kathleen M","Trevino, Paulina I","Zhao, Wanyu","Najjari, Aryan",,
+BMEN,1100,103,6,6,3,6,,,,1,1,,,,,,,,,,"Myers, Kathleen M","Trevino, Paulina I","Zhao, Wanyu","Najjari, Aryan",,
+BMEN,1100,104,3,3,1,1,2,,,1,,,,,,,,,,,"Myers, Kathleen M","Trevino, Paulina I","Zhao, Wanyu","Najjari, Aryan",,
+BMEN,1100,105,1,7,1,2,2,,,,1,,1,,1,,,,2,,"Myers, Kathleen M","Zhao, Wanyu","Trevino, Paulina I","Najjari, Aryan",,
+BMEN,1100,1L1,5,7,5,2,1,,,1,1,,,,,,1,,,,"Myers, Kathleen M","Trevino, Paulina I","Zhao, Wanyu","Najjari, Aryan",,
+BMEN,1208,301,3,7,2,2,1,2,2,1,,,,,2,,,,1,,"Shihab, Rafiul Hossain","Meyer, Clark A","Myers, Kathleen M","Rios, Evelin",,
+BMEN,1300,001,6,8,6,2,1,1,1,2,,,,,,,,,,,"Good, Levi B","Pandala, Niharika",,,,
+BMEN,1300,002,6,4,3,5,5,,,2,,,2,,,,,,1,,"Good, Levi B","Pandala, Niharika","Wu, Yupeng",,,
+BMEN,1300,003,7,2,2,7,4,1,,1,,2,,,1,,,,2,,"Shihab, Rafiul Hossain","Gopalakrishnan, Swaminathan",,,,
+BMEN,1300,004,6,5,3,4,3,2,,,1,,1,,3,,,,1,,"Shihab, Rafiul Hossain","Gopalakrishnan, Swaminathan","Wu, Yupeng",,,
+BMEN,2320,001,10,1,4,3,6,1,3,3,,3,,1,2,,,,5,,"Ferruzzi, Jacopo","Nguyen, Victor V","Chavez, Chastity C","Sanjuan Bermudez, Angelica",,
+BMEN,2320,002,14,4,4,4,4,2,2,5,2,,2,,1,,,,,,"Rivera, Christian","Chavez, Chastity C","Nguyen, Victor V","Sanjuan Bermudez, Angelica",,
+BMEN,3220,101,6,3,2,1,1,2,,,,1,,,1,,,,1,,"Ali, Tariq M","Nammi, Satweka",,,,
+BMEN,3220,102,7,6,3,1,,,,,,,,,,,,,,,"Ali, Tariq M",,,,,
+BMEN,3220,103,6,3,1,,2,2,1,,,,,,,,,,1,,"Ali, Tariq M","Azami, Amirhossein",,,,
+BMEN,3220,104,7,7,1,2,,1,,,,,,,1,,,,,,"Ali, Tariq M","Nayak, Ritika",,,,
+BMEN,3302,001,7,13,,2,1,,2,1,,,,,2,,,,,,"Kim, Brian N","Bapanapalli, Vishnu Saket S",,,,
+BMEN,3302,002,5,6,3,,,2,,1,1,,,,,,,,,,"Meyers, Eric C","Bapanapalli, Vishnu Saket S",,,,
+BMEN,3310,001,8,5,3,1,1,2,1,1,3,,,,2,,,,,,"Rivera, Christian","Carnes, Connor K",,,,
+BMEN,3315,001,2,9,,1,5,,1,8,,,,,1,,,,2,,"Schmidtke, David W","Neema, Naomie M",,,,
+BMEN,3315,002,7,13,5,2,4,1,,,,,,,,,,,,,"Gao, Yongsheng","Wu, Yupeng",,,,
+BMEN,3320,001,8,7,5,7,9,6,3,5,4,,,,6,,,,1,,"Ali, Tariq M","Nammi, Satweka",,,,
+BMEN,3325,001,1,4,6,2,2,,1,,,,,,1,,,,,,"Levene, Stephen D","Warren, Jeremy L",,,,
+BMEN,3331,001,4,7,4,4,1,,,,,,,,,,,,,,"Dingal, Polimyr Caesar Dave P","Marquez, Christine Ardelle O",,,,
+BMEN,3331,002,3,18,2,,,,,,,,,,1,,,,,,"Jones, Caroline",,,,,
+BMEN,3332,001,1,5,6,9,6,7,7,3,6,2,,,1,,,,2,,"Good, Levi B","Ghaderi, Mohammadaref",,,,
+BMEN,3341,001,3,17,7,6,5,5,,2,,,2,1,1,,,,,,"Myers, Kathleen M","Shihabeddin, Tarik",,,,
+BMEN,3350,001,6,5,5,2,1,,2,,1,,,,2,,,,,,"Brown, Katherine G","Nammi, Satweka",,,,
+BMEN,3380,001,,3,3,1,3,4,2,3,1,,,,1,,,,,,"Good, Levi B","Taylor, Hudson R",,,,
+BMEN,3399,001,7,7,1,9,6,,4,,1,1,,1,1,,,,1,,"Varner, Victor","Zamani, Elham",,,,
+BMEN,4301,001,23,6,,,2,,,1,,,,,,,,,,,"Porter, Benjamin A",,,,,
+BMEN,4310,501,,30,,1,2,,,1,,,,,,,,,,,"Li, You","Taylor, Hudson R",,,,
+BMEN,4360,001,8,7,11,5,1,4,,,,,,,1,,,,,,"Obaid, Girgis A","Mabbun, Kaye M",,,,
+BMEN,4370,001,3,4,2,,4,,,,1,,,,1,,,,1,,"Brown, Katherine G",,,,,
+BMEN,4371,001,4,1,5,,3,2,,,,,,,,,,,,,"Ding, Yichen",,,,,
+BMEN,4388,001,,5,5,13,5,2,,,,,,,,,,,,,"Polk, Todd W","Tjahjono, Nathaniel S",,,,
+BMEN,4388,003,,4,10,10,3,1,1,,1,,,,,,,,,,"Polk, Todd W","Tjahjono, Nathaniel S",,,,
+BMEN,4389,001,,7,7,7,2,2,4,1,,,,,,,,,,,"Polk, Todd W","Tjahjono, Nathaniel S",,,,
+BMEN,4V95,001,,4,,1,2,,,2,,,,,,,,,1,,"Levene, Stephen D",,,,,
+BMEN,6329,001,,17,,,1,,,,,,,,,,,,,,"Porter, Benjamin A",,,,,
+BMEN,6337,001,,17,1,,,,,,,,,,,,,,,,"Hill, Roger J",,,,,
+BMEN,6342,001,,17,,,,,,,,,,,,,,,,,"Rodrigues, Danieli B",,,,,
+BMEN,6345,001,,16,,3,3,,,,,,,,,,,,,,"Schmidtke, David W",,,,,
+BMEN,6355,001,,11,1,3,,,,,,,,,,,,,,,"Prasad, Shalini",,,,,
+BMEN,6373,001,,15,6,2,2,,,1,,,,,,,,,,,"Bian, Fang",,,,,
+BMEN,6393,5H1,,19,1,,,,,,,,,,,,,,,,"Cogan, Stuart",,,,,
+BMEN,6395,001,,14,,,,,,,,,,,,,,,,,"Hays, Seth A",,,,,
+BMEN,7088,001,,,,,,,,,,,,,,,,,,52,"Feng, Xu",,,,,
+BMEN,7188,001,,24,3,4,1,1,,,,,,,,,,,,,"Feng, Xu",,,,,
+BMEN,7340,001,,25,2,3,,,,,,,,,,,,,,,"Bian, Fang",,,,,
+BMEN,8V70,015,,,,,,,,,,,,,1,,,,,9,"Prasad, Shalini",,,,,
+BPS,4305,001,9,2,17,7,18,4,1,1,1,,,,,,,,,,"Lee, Jennifer","Yan, Xinyu",,,,
+BPS,4305,501,10,14,9,10,2,7,4,1,2,,,,,,,,,,"Lee, Jennifer","Yan, Xinyu",,,,
+BPS,4305,502,13,14,12,5,3,3,3,,3,,,,,,,,,,"Lee, Jennifer","Yan, Xinyu",,,,
+BPS,4395,001,5,20,7,4,4,7,2,,,,,,,,,,,,"Kheirandish, Ali",,,,,
+BPS,4395,002,,50,,,,,,,,,,,,,,,,,"Parks, David",,,,,
+BPS,4395,003,4,16,14,1,8,,1,2,,,1,,,,,,,,"Goodrich, Mary Beth W","Patne, Saylee Pramod",,,,
+BPS,4395,004,7,24,12,1,,1,1,,,,,,,,,,,,"Kumar, Arun",,,,,
+BPS,4395,005,1,30,5,2,12,,,,,,,,,,,,,,"Henderson, Thomas C",,,,,
+BPS,4395,006,4,18,24,1,3,,,,,,,,,,,,,,"Penton, Kimia",,,,,
+BPS,4395,007,,11,23,12,3,,,,,,,,,,,,,,"Segelhorst, Jon P",,,,,
+BPS,4395,008,,4,6,,3,2,,,,,,,,,,,1,,"An, Constance",,,,,
+BPS,4395,009,,39,,,9,,,2,,,,,,,,,,,"Clinton, Shaun",,,,,
+BPS,4395,501,21,19,8,2,,,,,,,,,,,,,,,"Kitamura, Yuko",,,,,
+BPS,4395,502,3,9,18,2,9,3,,3,,,,,1,,,,,,"Velayudham, Senthilnatha",,,,,
+BPS,4396,001,2,10,26,4,2,1,,2,1,,,,,,,,,,"Albrecht, Maria",,,,,
+BPS,4396,002,7,23,8,6,2,1,,,1,,,,,,,,,,"Kheirandish, Ali",,,,,
+BPS,6310,0W1,,16,16,13,6,,,,,,,,,,,,1,,"Lin, Zhiang","Jiang, Rui",,,,
+BPS,6310,CH1,,23,,,,,,,,,,,,,,,,,"Gustin, Jan D",,,,,
+BPS,6310,MBC,,14,3,,24,,,,,,,,,,,,,,"Qian, Cuili","Liu, Yilin",,,,
+BPS,6310,X01,,13,,,6,,,1,,,,,,,,,,,"Peng, Mike W",,,,,
+BPS,6332,501,,7,,,3,,,,,,,,,,,,,,"Dess, Gregory G","Song, You-Xiang",,,,
+BPS,6332,GW1,,14,,,1,,,,,,,,,,,,,,"Thurgood, Keith L",,,,,
+BPS,6V99,X01,,5,10,3,1,1,,,,,,,,,,,,,"Strickland, Warren L",,,,,
+BUAN,4090,091,,,,,,,,,,,,,,11,,,,,"Akarte, Prajakti V",,,,,
+BUAN,4373,001,1,2,,1,,1,1,1,2,,2,,,,,,1,,"Ramezani, Rasoul","Shankar, Nandhakumar Raj",,,,
+BUAN,6009,001,,,,,,,,,,,,,,,,,,21,"Thomas, Sunela S",,,,,
+BUAN,6009,091,,,,,,,,,,,,,,,,,,10,"Thomas, Sunela S",,,,,
+BUAN,6312,001,,16,9,9,11,9,8,3,,,,,1,,,,,,"Liu, Quanquan","Kim, Haeun","Narra, Siva Srinivas",,,
+BUAN,6312,002,,5,4,9,3,1,1,,,,,,,,,,1,,"Blueshtein, Moran","Goyal, Tarini",,,,
+BUAN,6312,003,,12,8,18,6,3,5,,,,,,,,,,,,"Liu, Quanquan","Kim, Haeun","Narra, Siva Srinivas",,,
+BUAN,6312,0W1,,8,3,9,6,1,1,,,,,,2,,,,1,,"Blueshtein, Moran","Goyal, Tarini",,,,
+BUAN,6312,501,,12,12,12,11,8,4,3,,,,,1,,,,,,"Liu, Quanquan","Kim, Haeun","Narra, Siva Srinivas",,,
+BUAN,6312,502,,13,14,11,12,7,6,2,,,,,,,,,,,"Chudik, Alexander","Botcha, Sumana",,,,
+BUAN,6312,S01,,9,11,12,9,4,4,2,,,,,3,,1,,,,"Liu, Quanquan","Kim, Haeun","Narra, Siva Srinivas",,,
+BUAN,6312,SW1,,6,2,2,2,1,,,,,,,,,,,,,"Blueshtein, Moran",,,,,
+BUAN,6320,001,,26,14,5,4,4,,,,,,,,,,,1,,"El-khodari, Gasan E","Tiwari, Saksham",,,,
+BUAN,6320,002,,17,19,15,5,,,,,,,,,,,,1,,"Srikanth, Kannan","Duddu, Sravanthi",,,,
+BUAN,6320,004,,10,14,4,4,,,,,,,,,,,,,,"Wu, Lidong","Rajendra, Chethan",,,,
+BUAN,6320,006,,18,7,11,2,,,,,,,,,,,,,,"Wu, Lidong","Rajendra, Chethan",,,,
+BUAN,6320,007,,14,10,8,5,3,1,,,,,,,,,,1,,"Pandian, Thiru","Mokkapati Sridhar, Karthik","Nisthala, Venkat Bhargav",,,
+BUAN,6320,008,,19,22,15,2,,,,,,,,,,,,,,"Srikanth, Kannan","Duddu, Sravanthi",,,,
+BUAN,6320,009,,4,3,7,4,3,3,3,,,,,3,,,,,,"Cavusoglu, Huseyin","Li, Baorui",,,,
+BUAN,6320,0W1,,6,4,3,5,4,1,,,,,,1,,,,,,"Cavusoglu, Huseyin","Li, Baorui",,,,
+BUAN,6320,501,,25,17,9,1,1,,,,,,,2,,,,,,"El-khodari, Gasan E","Tiwari, Saksham",,,,
+BUAN,6320,S01,,38,13,6,,,,,,,,,1,,,,,,"Swamy, Venkat",,,,,
+BUAN,6320,S02,,33,5,4,,,,,,,,,3,,,,,,"Swamy, Venkat",,,,,
+BUAN,6320,SW1,,8,3,4,4,,,,,,,,,,,,,,"Ryu, Young U",,,,,
+BUAN,6333,501,,25,12,6,5,4,1,,,,,,1,,,,,,"Shadid, Waseem G","Kiarie, Maryanne W",,,,
+BUAN,6335,501,,9,12,7,2,,,1,,,,,,,,,1,,"Samant, Mandar","Dhanasekaran, Janani",,,,
+BUAN,6335,502,,7,16,9,1,,,2,,,,,,,,,,,"Samant, Mandar","Dhanasekaran, Janani",,,,
+BUAN,6335,SW1,,20,13,3,1,,,,,,,,1,,,,,,"Narayan, Ravishankar L",,,,,
+BUAN,6337,001,,18,13,26,2,,,,,,,,,,,,,,"Shahrokhi Tehrani, Shervin","Yousefi Pour, Vahid",,,,
+BUAN,6337,0W1,,1,13,9,11,2,,,,,,,,,,,,,"Subramanian, Upender","Pain, Krishnendu",,,,
+BUAN,6337,501,,11,17,26,3,,,,,,,,,,,,,,"Shahrokhi Tehrani, Shervin","Yousefi Pour, Vahid",,,,
+BUAN,6337,S01,,5,9,11,15,3,2,1,,,,,,,,,,,"Allison, Kyle",,,,,
+BUAN,6337,SW1,,5,4,3,2,,,,,,,,1,,,,1,,"Subramanian, Upender",,,,,
+BUAN,6340,501,,7,6,2,4,,,,,,,,,,,,,,"Lavastida, Thomas","Mudunuri, Devamsh Varma",,,,
+BUAN,6341,001,,11,24,5,5,1,,,,,,,,,,,,,"Meng, Zixuan","Sarraf, Keshav",,,,
+BUAN,6341,003,,13,12,10,3,4,,,,,,,,,,,,,"Meng, Zixuan","Sarraf, Keshav",,,,
+BUAN,6341,501,,16,7,10,5,1,1,,,,,,,,,,,,"Meng, Zixuan","Sarraf, Keshav",,,,
+BUAN,6341,S02,,28,6,2,5,3,1,,,,,,,,1,,,,"Zemoodeh, Amir",,,,,
+BUAN,6342,001,,20,15,6,3,1,,1,,,,,,,,,,,"El-khodari, Gasan E","Yang, Yunxuan M",,,,
+BUAN,6342,501,,3,2,10,1,2,4,2,,,,,,,,,,,"Singh, Harpreet","Wei, Ning",,,,
+BUAN,6342,S01,,10,14,12,11,3,1,,,,,,,,,,1,,"Singh, Harpreet",,,,,
+BUAN,6344,002,,3,2,1,3,3,1,1,,,,,1,,,,,,"Maru, Vatsal K","Paluru, Vaishnavi",,,,
+BUAN,6344,0W1,,6,3,3,3,,,,,,,,,,,,1,,"Mehra, Amit","Paluru, Vaishnavi",,,,
+BUAN,6344,S01,,6,3,1,13,5,,7,,,,,1,,,,,,"Allison, Kyle",,,,,
+BUAN,6346,001,,15,6,10,3,,,,,,,,,,,,,,"El-Youssef, Rami","Patel, Sakshi Jayesh",,,,
+BUAN,6346,0W3,,3,2,3,3,1,,1,,,,,,,,,,,"Bradbury, Judd D","Patel, Sakshi Jayesh","Raghu, Tarun",,,
+BUAN,6346,501,,14,13,5,,1,,,,,,,,,,,,,"Kamalzadeh, Hossein","Patel, Sakshi Jayesh",,,,
+BUAN,6346,503,,9,12,2,2,1,,,,,,,,,,,,,"El-khodari, Gasan E","Tiwari, Saksham",,,,
+BUAN,6346,SW1,,8,7,17,6,,,,,,,,,,,,,,"Perez, Jerry",,,,,
+BUAN,6356,001,,11,3,4,12,5,,2,,,,,,,,,,,"Tarala, Magesh","Kulkarni, Prajwal Prahllad Rao",,,,
+BUAN,6356,002,,25,9,6,3,2,,,,,,,,,,,,,"Zhang, Zhe","Rangala, Sai Nikhel",,,,
+BUAN,6356,004,,25,11,3,2,1,,,,,,,,,,,,,"Zhang, Zhe","Rangala, Sai Nikhel",,,,
+BUAN,6356,006,,22,14,6,2,1,,,,,,,,,,,,,"Zhang, Zhe","Rangala, Sai Nikhel",,,,
+BUAN,6356,502,,11,13,7,5,2,,,,,,,,,,,,,"Lee, Heeseung","Khan, Afnan Anwar",,,,
+BUAN,6356,S01,,23,19,7,5,1,,1,,,,,1,,,,,,"Shrivastava, Prakash C",,,,,
+BUAN,6356,S03,,20,15,4,2,,,1,,,,,2,,,,,,"Shrivastava, Prakash C",,,,,
+BUAN,6356,S04,,5,2,2,1,,,,,,,,,,,,,,"Parker, Jason A",,,,,
+BUAN,6356,SW1,,3,3,2,2,3,1,,,,,,2,,,,1,,"Tarala, Magesh",,,,,
+BUAN,6357,S01,,29,6,,1,2,1,,,,,,,,,,,,"Johnston, Walter L",,,,,
+BUAN,6358,001,,9,3,1,3,3,2,,,,,,1,,,,,,"Bradbury, Judd D","Paluru, Vaishnavi",,,,
+BUAN,6359,001,,13,1,10,6,4,,1,,,,,1,,,,1,,"Sethi, Avanti P","Singh, Manjot",,,,
+BUAN,6359,002,,9,8,5,3,7,1,2,,,,,1,,,,1,,"Toptal, Aysegul","Sibam, Patnala",,,,
+BUAN,6359,003,,9,5,6,2,6,2,,,,,,,,,,,,"Whalen, Tristan G","Mukhopadhyay, Avik",,,,
+BUAN,6359,005,,12,12,6,3,4,4,2,,,,,1,,,,,,"Whalen, Tristan G","Mukhopadhyay, Avik",,,,
+BUAN,6359,006,,3,3,6,4,6,5,6,,,,,3,,,,,,"Toptal, Aysegul","Sibam, Patnala",,,,
+BUAN,6359,0W2,,4,1,5,3,2,,3,,,,,4,,,,,,"Ahadi, Khatereh","Saxena, Mani","Gatne, Sushmita Sunil",,,
+BUAN,6359,501,,16,2,5,3,4,5,5,,,,,,,,,,,"Ramezani, Rasoul","Nguyen, Trung B",,,,
+BUAN,6359,S01,,10,2,4,3,1,2,1,,,,,1,,,,,,"Brussolo, Monica E",,,,,
+BUAN,6359,S02,,8,1,3,2,3,2,1,,,,,2,,,,,,"Ramezani, Rasoul",,,,,
+BUAN,6359,S03,,21,9,5,11,6,3,1,,,,,2,,,,,,"Whalen, Tristan G",,,,,
+BUAN,6359,SW1,,7,3,4,2,2,1,,,,,,1,,,,,,"Brussolo, Monica E",,,,,
+BUAN,6382,001,,4,6,1,5,1,1,,,,,,,,,,,,"Singh, Harpreet","Wei, Ning",,,,
+BUAN,6382,501,,20,21,11,3,1,,,,,,,,,,,,,"El-Youssef, Rami","Cai, Shuzhang",,,,
+BUAN,6382,SW1,,4,1,6,6,1,,,,,,,,,,,,,"Shekhar, Gaurav",,,,,
+BUAN,6383,002,,4,2,4,3,1,,1,,,,,,,,,1,,"Menon, Syam S","Vissapragada, Ramya Rajeswari",,,,
+BUAN,6383,0W1,,7,,1,2,5,,,,,,,,,,,,,"Menon, Syam S","Vissapragada, Ramya Rajeswari",,,,
+BUAN,6385,001,,13,1,1,1,,,4,,,,,,,,,,,"Shekhar, Gaurav","Yadav, Abhishekkumar Rajaram",,,,
+BUAN,6390,001,,50,7,2,,,,,,,,,,,,,,,"Thomas, Sunela S","Soni, Raj P",,,,
+BUAN,6390,002,,7,12,19,17,5,,1,,,,,,,,,,,"Alvarez, Jose",,,,,
+BUAN,6390,S01,,25,2,,,,,1,,,,,,,,,,,"Johnston, Walter L",,,,,
+BUAN,6392,0W1,,6,7,11,6,,,,,,,,,,,,,,"Mehra, Amit","Vissapragada, Ramya Rajeswari",,,,
+BUAN,6392,501,,3,5,2,2,2,,,,,,,,,,,,,"Alvarez, Jose",,,,,
+BUAN,6392,SW1,,9,6,9,7,,,,,,,,,,,,,,"Mehra, Amit",,,,,
+BUAN,6398,002,,17,10,3,3,6,,5,,,,,3,,,,,,"Nguyen, Hien T","Trivedi, Prachi Rajendra",,,,
+BUAN,6398,003,,11,10,13,6,4,1,2,,,,,1,,,,,,"Nguyen, Hien T","Trivedi, Prachi Rajendra",,,,
+BUAN,6398,0W1,,11,2,3,1,2,1,2,,,,,,,,,,,"Ramezani, Rasoul","Nguyen, Trung B",,,,
+BUAN,6398,501,,10,15,10,2,8,,1,,,,,1,,,,,,"Nguyen, Hien T","Trivedi, Prachi Rajendra",,,,
+BUAN,6398,S01,,8,6,6,5,6,3,1,,,,,,,,,,,"Nguyen, Hien T",,,,,
+BUAN,6398,S02,,14,7,14,10,10,3,1,,,,,,,,,,,"Nguyen, Hien T",,,,,
+BUAN,6V98,001,,,,,,,,,,,,,1,,,,,79,"Thomas, Sunela S",,,,,
+BUAN,6V98,S01,,,,,,,,,,,,,,,,,,11,"Shekhar, Gaurav",,,,,
+CE,1100,001,29,15,5,2,5,,2,1,1,,4,,1,,,,,,"Ahmed, Shaheen","Habibi Dehsheikhi, Mostafa","Eroglu, Omer",,,
+CE,1100,002,32,19,3,2,1,2,1,,,,,,,,,,,,"Ahmed, Shaheen","Eroglu, Omer","Habibi Dehsheikhi, Mostafa",,,
+CE,1202,001,5,4,7,2,4,5,1,1,1,1,2,1,2,,,,1,,"Abulaiha, Haifa","Dhole, Sameer R","Nayemuzzaman, Sk",,,
+CE,2301,002,3,6,,,2,1,3,2,,1,3,,1,,1,,2,,"Fahimi, Babak","Rafiei, Vahid",,,,
+CE,2301,003,3,1,1,2,,2,,1,,,,,2,,,,,,"Friedman, Joseph S","Qi, Tianxi",,,,
+CE,2305,001,,,2,1,4,,3,,2,,,,1,,,,,,"Daescu, Ovidiu","Truong, Nhat V",,,,
+CE,2305,003,,2,3,5,9,2,,1,,,,,,,,,,,"Raichel, Benjamin A",,,,,
+CE,2305,004,,3,4,3,4,2,2,,,,,,,,,,,,"Bereg, Sergey","Truong, Nhat V",,,,
+CE,2310,001,,8,9,3,6,4,4,1,,,3,,2,,,,1,,"Abulaiha, Haifa","Brigner, Wesley H","Karanika, Athanasia","Dhole, Sameer R","Nayemuzzaman, Sk",
+CE,2310,002,2,5,6,4,6,3,2,1,1,,2,,3,,,,2,,"Abulaiha, Haifa","Karanika, Athanasia","Brigner, Wesley H","Dhole, Sameer R","Nayemuzzaman, Sk",
+CE,3161,051,4,13,5,7,3,,,,,,,,,,,,,,"Mezenner, Rabah","Islam, Farzana",,,,
+CE,3161,091,1,4,8,7,5,1,1,2,,,,,2,,,,,,"Mezenner, Rabah","Islam, Farzana",,,,
+CE,3201,001,1,12,4,1,1,1,3,,,,1,,,,,,,,"Nikoubin Boroujeni, Tooraj","Jain, Dipali D","Abbasnia, Alma","Duraisamy Swamikannan, Lena",,
+CE,3201,002,3,12,,,,,,,,,1,,,,,,,,"Nikoubin Boroujeni, Tooraj","Jain, Dipali D","Abbasnia, Alma","Duraisamy Swamikannan, Lena",,
+CE,3202,002,2,11,8,1,6,1,,1,,,2,,,,,,,,"Overzet, Lawrence J","Tayeb Naimi, Shideh","Koech, Mercy C","Showrov, Md Shadman Sakib",,
+CE,3202,003,,2,4,9,5,,,4,,,,,,,,,,,"Kiasaleh, Kamran","Mahbub, Mohammed Nahiyan","Kazemikia, Danial","Showrov, Md Shadman Sakib",,
+CE,3303,001,6,6,5,7,9,8,7,8,1,,,,4,,,,,,"Sisman, Berrak","Du, Zongyang",,,,
+CE,3311,001,1,7,,2,2,2,2,5,5,,,,,,,,,,"Lee, Gil S","Neelapureddy, Uttam Reddy",,,,
+CE,3311,002,1,2,,5,1,2,,5,2,,,,1,,,,,,Kenneth K,"Sosa Portillo, Walter E",,,,
+CE,3320,001,4,6,3,4,3,1,,,,,,,,,,,,,"Pedram, Hossein","Kamalzadeh, Moojan",,,,
+CE,3320,002,3,11,2,,2,1,,1,1,,3,,,,,,,,"Nikoubin Boroujeni, Tooraj","Kumar, Hiranya Garbha",,,,
+CE,3345,005,1,3,2,2,2,,,,,,,,,,,,,,"Erbatur, Serdar",,,,,
+CE,3354,002,1,1,,2,4,1,,2,,,,,,,,,,,"Paulk, Mark C",,,,,
+CE,4201,001,,37,,,,,,,,,,,,,,,1,,"Tamil, Lakshman S",,,,,
+CE,4304,001,3,11,2,8,5,3,1,3,,,,,,,,,1,,"Makris, Georgios","Kontarinis, Apostolos",,,,
+CE,4304,501,,6,1,1,1,2,1,1,,,,,,,,,1,,"Shamsi, Kaveh","Kontarinis, Apostolos",,,,
+CE,4337,001,,5,3,4,5,1,2,,,,,,,,,,,,"Davis, Chris I","Zhang, Baoming","Zhang, Yue",,,
+CE,4337,002,,2,1,,2,2,,,3,1,1,,,,,,,,"Zhao, Yi","Li, Ruosen",Jishnu J,,,
+CE,4337,003,,1,2,,1,1,2,1,,,2,,,,,,,,"Karami, Gity","Golivand Darvishvand, Fateme",,,,
+CE,4337,502,,1,1,1,1,3,3,,,,1,,3,,,,1,,"Salazar, Elmer E","Averill, Matthew C",,,,
+CE,4337,503,3,2,3,1,,2,1,,,,,,1,,,,,,"Karami, Gity","Golivand Darvishvand, Fateme","Li, Ruosen",,,
+CE,4337,504,,1,6,2,1,2,,2,1,,2,,,,,,1,,"Zhao, Yi","Tenali, Pranuthi",,,,
+CE,4337,505,,1,1,6,1,1,1,2,1,,,,,,1,,,,"Davis, Chris I","Xu, Zexin","Saha, Pritom K",,,
+CE,4348,501,12,6,6,7,7,3,3,3,3,,,3,,,,,,,"Christiansen, Michael G","Sakib, Md Nazmus","Das, Souvik",,,
+CE,4370,001,6,9,6,,1,1,,,,,,,,,,,,,"Swartz, William P","Ezechukwu, Dismas N","Delaram, Zeinab",,,
+CE,4370,002,2,6,,,3,1,1,1,,,,,,,,,,,"Pedram, Hossein","Delaram, Zeinab",,,,
+CE,4388,001,2,15,,,1,1,,,,,,,,,,,,,"Tacca, Marco",,,,,
+CE,4388,002,4,14,1,,,,,,,,,,,,,,,,"Tacca, Marco",,,,,
+CE,4389,001,,20,,5,,,,,,,,,,,,,,,"Tacca, Marco",,,,,
+CE,5325,501,,10,,,,1,,,,,,,,,,,1,,"Swartz, William P","Qazi, Srijeet S",,,,
+CE,6302,001,,27,1,1,1,,,1,,,,,,,,,,,"Nikoubin Boroujeni, Tooraj","Hashemi Esmaeilabad, Seyed Saeed",,,,
+CE,6304,001,,14,13,1,2,2,,,,,,,,,,,,,"Pedram, Hossein","Delaram, Zeinab","Daneshnazar, Milad",,,
+CE,6304,002,,6,2,,1,1,,,,,,,,,,,,,"Pedram, Hossein","Efe, Lutfu E",,,,
+CE,6320,001,,10,34,11,8,,,,,,,,1,,,,,,"Basu, Kanad","Ahmed, Shakil",,,,
+CE,6325,501,,2,3,2,1,2,,,,,,,,,,,,,"Sechen, Carl M","Feng, Jinkun","Wick, Lucas M",,,
+CE,6330,001,,13,,,,,,,,,,,,,,,,,"Shamsi, Kaveh",,,,,
+CE,6370,001,,11,4,3,1,,,1,,,,,,,,,,,"Carrion Schaefer, Benjamin",,,,,
+CGS,2301,001,9,13,,15,11,4,5,9,2,,6,,8,,1,,6,,"O'Toole, Alice J","Krishan, Rushale",,,,
+CGS,2301,002,2,4,8,10,10,1,3,1,1,,1,,1,,,,4,,"Guo, Jiahui","Massett, Roy J",,,,
+CGS,3346,501,3,20,,,2,,,,,,,,1,,,,2,,"Estevez, Leonardo",,,,,
+CGS,3361,001,9,1,,,2,1,,2,1,,,,,,,,,,"Roark, Dana A","Cortez, Jared I",,,,
+CGS,4352,001,,6,3,2,3,1,,1,2,,,,,,,,1,,"Kim, Jin Ryong","Singhal, Yatharth","Pratap, Ashish",,,
+CGS,4353,0H1,6,6,,2,2,2,1,,,,,,1,,,,,,"Orrick, Erika D",,,,,
+CGS,4359,501,2,7,,,3,,,1,,,,,,,,,,,"Rypma, Bart P","Ma, Jessica",,,,
+CHEM,1111,101,4,9,3,4,3,,2,1,2,,,1,,,,,,,"Farvid, Seyedmajid","Antany, Damary S","Osborn, Emily",,,
+CHEM,1111,102,17,6,1,2,2,1,,,,,,,,,,,,,"Hashami, Zohreh","Paul, Saptarshi",,,,
+CHEM,1111,103,12,8,1,5,1,1,,,1,,,,1,,,,,,"Abeykoon, Nimali C","Chakrabarty, Sumon",,,,
+CHEM,1111,104,10,8,,2,1,1,3,,,,,1,2,,,,,,"Qin, Yanping","Kim, Hyunseo",,,,
+CHEM,1111,105,8,12,1,2,4,2,,,,,,,1,,,,,,"Ge, Jing","Antany, Damary S",,,,
+CHEM,1111,106,12,7,2,4,2,,2,,,,,,,,,,,,"Ge, Jing","Hoot, Robert E",,,,
+CHEM,1111,107,15,10,2,1,1,,1,,,,,,,,,,,,"Abeykoon, Nimali C","Chakrabarty, Sumon",,,,
+CHEM,1111,108,9,8,4,2,1,1,4,,1,,,,,,,,,,"Qin, Yanping","Kim, Hyunseo",,,,
+CHEM,1111,109,10,11,5,,1,,1,,,,,,,,,,1,,"Farvid, Seyedmajid","Osborn, Emily",,,,
+CHEM,1111,110,13,11,,1,2,1,,,,,,,1,,,,,,"Gavva, Sandhya R","Labedis, Bruce M",,,,
+CHEM,1111,111,21,3,,,4,,,,,,1,,,,,,,,"Panapitiya, Nimanka P","Ayers, Lyndsay C",,,,
+CHEM,1111,112,20,2,1,1,,,2,,,,,,1,,,,,,"Hashami, Zohreh","Vs, Sushma",,,,
+CHEM,1111,113,21,8,,,,,,,,,,,1,,,,,,"Qin, Yanping","Jayasuriya, Danidu M","Koti, Neelima",,,
+CHEM,1111,114,10,9,4,,2,2,,1,,,,,1,,,,,,"Qin, Yanping","Fernando, Shehan H","Koti, Neelima",,,
+CHEM,1111,115,21,5,2,,,1,,,,,,,,,,,,,"Anka, Fadwa H","Agamendran, Nithish",,,,
+CHEM,1111,116,20,5,2,2,,,1,,,,,,,,,,,,"Abeykoon, Nimali C","Agamendran, Nithish",,,,
+CHEM,1111,117,4,7,5,2,3,,,2,1,3,,,,,,,,,"Farvid, Seyedmajid","Pal, Aakash",,,,
+CHEM,1111,118,11,9,3,1,4,,,,,,,,1,,,,,,"Khan, Saba","Saini, Piyush",,,,
+CHEM,1111,119,17,6,2,1,1,2,,,,,,,1,,,,,,"Qin, Yanping","Qasimi, Esmail",,,,
+CHEM,1111,120,11,7,6,1,2,,,,,,,,1,,,,,,"Abeykoon, Nimali C","Vu, Mai P",,,,
+CHEM,1111,121,6,11,4,5,2,1,,,,,,,1,,,,,,"Farvid, Seyedmajid","Jorapur, Soham R",,,,
+CHEM,1111,122,6,10,,4,3,,,1,,1,,,1,,,,1,,"Gavva, Sandhya R","Pal, Aakash",,,,
+CHEM,1111,123,17,5,3,,1,1,1,1,,,,,,,,,,,"Qin, Yanping","Ghafari, Mozhdeh","Mahulkar, Pranav S",,,
+CHEM,1111,124,23,1,,1,2,,,,,1,,,,,,,,,"Anka, Fadwa H","Mustafa, Md.",,,,
+CHEM,1111,125,10,9,2,5,2,1,,,,1,,,,,,,,,"Khan, Saba","Farris, Wilson L",,,,
+CHEM,1111,126,17,8,1,1,,1,1,,,,,,,,,,,,"Khan, Saba","Farris, Wilson L",,,,
+CHEM,1111,127,19,7,3,,,,,,,,,,,,,,,,"Anka, Fadwa H","Mustafa, Md.",,,,
+CHEM,1111,128,16,10,2,,2,,,,,,,,,,,,,,"Tran, Daniel N","Fernando, Shehan H",,,,
+CHEM,1111,129,13,6,6,2,1,,,,,,,1,1,,,,,,"Qin, Yanping","Jayasuriya, Danidu M",,,,
+CHEM,1111,130,19,7,1,1,,,,,,,,,1,,,,,,"Anka, Fadwa H","Koti, Neelima",,,,
+CHEM,1111,131,12,7,3,3,2,,,1,,,1,,,,,,,,"Hashami, Zohreh","Hu, Saizhen",,,,
+CHEM,1111,132,13,8,2,3,2,1,,1,,,,,,,,,,,"Qin, Yanping","Qasimi, Esmail",,,,
+CHEM,1111,133,15,7,5,1,,,,,,,1,1,,,,,,,"Khan, Saba","Saini, Piyush",,,,
+CHEM,1111,134,14,7,3,2,2,1,,,,,,,,,,,,,"Hashami, Zohreh","Vs, Sushma",,,,
+CHEM,1111,135,19,8,1,,2,,,,,,,,,,,,,,"Abeykoon, Nimali C","Shohag, S M Anyet Ullah",,,,
+CHEM,1111,136,15,7,3,1,1,1,,,,,,,1,,,,,,"Cortes, Sergio","Maharana, Priyanka",,,,
+CHEM,1111,137,20,5,1,,,2,1,,,,,,,,,,,,"Dissanayake, Dushanthi S","Nguyen, Trang",,,,
+CHEM,1111,138,23,4,1,2,,,,,,,,,,,,,,,"Hashami, Zohreh","Hu, Saizhen",,,,
+CHEM,1111,139,14,8,3,2,,1,,,,,,,,,,,,,"Tripathi, Kiran","Ghafari, Mozhdeh",,,,
+CHEM,1111,140,15,9,5,,,1,,,,,,,,,,,,,"Wijenayake, Sumudu N","Maharana, Priyanka","Mahulkar, Pranav S",,,
+CHEM,1111,141,18,5,2,1,,1,,,,1,,,,,,,,,"Wijenayake, Sumudu N","Mahulkar, Pranav S","Nguyen, Trang",,,
+CHEM,1111,142,14,6,4,,1,1,1,,,1,1,,,,,,,,"Qin, Yanping","Nguyen, Trang","Paul, Saptarshi",,,
+CHEM,1111,143,10,8,,2,4,1,1,2,,,1,,1,,,,,,"Gavva, Sandhya R","Mazhar, Noreen",,,,
+CHEM,1111,601,8,11,1,3,2,2,,2,,,,,,,,,1,,"Sisk, Joshua R","Osborn, Emily","Shohag, S M Anyet Ullah",,,
+CHEM,1111,602,6,12,1,5,3,,,1,,,,,1,,,,,,"Sisk, Joshua R","Labedis, Bruce M","Shohag, S M Anyet Ullah",,,
+CHEM,1111,603,3,11,3,,6,,1,3,1,1,,,,,,,,,"Sisk, Joshua R","Vu, Mai P","Ghafari, Mozhdeh",,,
+CHEM,1111,604,7,15,1,1,4,1,,,,,,,,,,,,,"Sisk, Joshua R","Jorapur, Soham R","Ghafari, Mozhdeh",,,
+CHEM,1111,605,11,12,2,4,,,1,,,,,,,,,,,,"Tran, Daniel N","Hoot, Robert E",,,,
+CHEM,1111,606,10,3,3,7,3,1,,1,,2,,,,,,,,,"Tripathi, Kiran","Mazhar, Noreen",,,,
+CHEM,1111,607,10,11,1,4,,1,1,,,,1,,1,,,,,,"Panapitiya, Nimanka P","Ayers, Lyndsay C",,,,
+CHEM,1112,101,13,4,5,2,1,2,,1,,2,,,,,,,,,"Huang, Yu","Ullah, Najeeb",,,,
+CHEM,1112,102,5,6,4,1,4,2,4,,,,,1,3,,,,,,"Huang, Yu","Ullah, Najeeb",,,,
+CHEM,1112,103,10,8,2,1,1,,1,,1,,,,2,,,,1,,"Huang, Yu","Kim, Gyeongseo",,,,
+CHEM,1112,104,9,6,1,4,1,,3,1,1,,,,4,,,,,,"Tripathi, Kiran","Kim, Gyeongseo",,,,
+CHEM,1112,105,11,9,2,4,2,1,,,,,,,1,,,,,,"Tripathi, Kiran","Brown, Monet R",,,,
+CHEM,1115,HN1,6,24,,,,,,,,,,,,,,,,,"Sibert, John W",,,,,
+CHEM,1311,001,17,49,27,23,21,19,21,15,24,3,13,1,14,,,,10,,"Huang, Yu",,,,,
+CHEM,1311,002,12,39,26,22,21,23,15,16,23,12,9,5,14,,,,14,,"Anka, Fadwa H",,,,,
+CHEM,1311,003,10,24,17,21,21,17,18,25,21,6,12,5,34,,,,20,,"Dieckmann, Gregg R",,,,,
+CHEM,1311,004,3,20,15,20,24,25,15,29,18,9,11,8,36,,,,16,,"Dieckmann, Gregg R",,,,,
+CHEM,1311,005,17,38,21,12,34,25,14,16,21,10,8,6,13,,,,24,,"Taylor, Stephanie M",,,,,
+CHEM,1311,006,13,38,19,23,24,16,19,15,29,10,5,7,14,,,,19,,"Taylor, Stephanie M",,,,,
+CHEM,1312,001,16,16,24,6,16,22,7,16,25,14,10,4,32,,,,12,,"Sra, Amandeep K","Bonnand, Evan F","Darwin, Cary","Shende, Prapti M",,
+CHEM,1315,HN1,10,8,3,2,1,,3,2,1,,,,,,,,,,"Sibert, John W",,,,,
+CHEM,2233,301,14,9,3,,,,,,,,,,,,,,,,"Cortes, Sergio","Walimuni Mudiyanselage, Chamila Sandaruwan B","Li, Baowen",,,
+CHEM,2233,302,13,10,1,,,2,,,,,,,,,,,,,"Tran, Daniel N","Amini-Harandi, Zahra",,,,
+CHEM,2233,303,14,9,1,2,,,,,,,,,,,,,,,"Wijenayake, Sumudu N","Adams, Derik A",,,,
+CHEM,2233,304,24,,,,1,1,,,,,,,,,,,,,"Cortes, Sergio","Amini-Harandi, Zahra","Pradhan, Subham",,,
+CHEM,2233,305,19,6,1,,,,,,,,,,,,,,,,"Wijenayake, Sumudu N","Walimuni Mudiyanselage, Chamila Sandaruwan B","Rajapaksha Mudiyanselage, Gaveshika Madushani Rajapaksha",,,
+CHEM,2233,306,15,5,,2,3,,,,,,,,,,,,,,"Panapitiya, Nimanka P","Li, Baowen","Rajapaksha Mudiyanselage, Gaveshika Madushani Rajapaksha",,,
+CHEM,2233,307,9,12,1,,1,1,,,,,,,,,,,,,"Tran, Daniel N","Sharma, Shreya",,,,
+CHEM,2233,308,9,14,2,,,1,,,,,,,,,,,,,"Panapitiya, Nimanka P","Baird, Marriah",,,,
+CHEM,2323,001,24,48,15,17,15,8,7,5,2,2,1,,,,,,1,,"Wijenayake, Sumudu N","Deo, Nitish Kumar",,,,
+CHEM,2323,002,4,11,6,9,10,8,6,12,9,7,6,3,1,,,,6,,"Ahn, Jung-Mo","Neal, Henry",,,,
+CHEM,2323,003,10,28,12,11,16,16,14,8,7,5,6,,6,,,,4,,"Tran, Daniel N",,,,,
+CHEM,2323,004,5,8,14,8,6,12,11,17,8,15,15,,17,,,,4,,"Cortes, Sergio","Gaspar, Miguel A",,,,
+CHEM,2323,005,8,30,18,14,16,11,11,9,9,7,3,,4,,2,,2,,"Thompson, Christina M","Elmore, Scott T",,,,
+CHEM,2323,501,28,48,6,16,5,6,14,2,9,6,3,,3,,,,4,,"Panapitiya, Nimanka P","De Aquino Veras, Sophia",,,,
+CHEM,2325,001,20,14,6,7,8,7,5,2,5,5,4,,23,,2,,7,,"Novak, Bruce M",,,,,
+CHEM,2325,002,53,17,3,7,7,4,7,9,8,2,3,,16,,,,7,,"Novak, Bruce M",,,,,
+CHEM,2327,HN1,2,11,1,5,4,1,2,,,,,,,,,,,,"Biewer, Michael C","Popa, Marius S","Nath, Jyotishka",,,
+CHEM,2401,001,1,2,1,2,4,2,,3,,,,,,,,,,,"Dissanayake, Dushanthi S","Cahill, Marshall C","Naseiro, Connor B",,,
+CHEM,2401,002,1,5,4,,,2,,,,,,,1,,,,,,"Dissanayake, Dushanthi S","Relix, Daniel E","Parsamian, Perouza",,,
+CHEM,2401,003,4,3,1,2,1,2,,,1,,,,1,,,,,,"Sra, Amandeep K","Darwin, Cary","Hildebrand, Dax J",,,
+CHEM,3321,001,4,4,8,1,6,7,3,1,,,,,2,,,,,,"Torabifard, Hedieh","Aranda, Aidely",,,,
+CHEM,3322,001,,20,,,18,,,5,,,,,3,,,,,,"Murza, Adrian C",,,,,
+CHEM,3341,001,6,2,5,2,3,3,4,4,2,1,1,,3,,,,1,,"Sibert, John W",,,,,
+CHEM,3461,001,1,6,4,3,5,2,,,,,,,,,,,,,"Gavva, Sandhya R","Wicherts, Dylan M","Budhathoki, Prakriti","Liyana Withanage, Nadeesha Tharangani",,
+CHEM,3461,002,3,6,5,7,6,4,3,1,2,,2,1,1,,,,1,,"Boyd, Stefanie D","Akter, Zakia","Zhi, Jiahe","Salamat, Narges","Zhabilov, Dannie",
+CHEM,3461,003,6,10,5,5,5,3,,2,,,,1,1,,,,1,,"Boyd, Stefanie D","Akter, Zakia","Zhi, Jiahe","Salamat, Narges","Zhabilov, Dannie",
+CHEM,3472,001,,3,6,3,1,,1,,,2,,,3,,,,,,"Hashami, Zohreh","Hasna Begam, Mohammed Nazar","Igie, Nosakhare F","Wang, Ziqi","Beck, Erling","Subramanian, Yaamini"
+CHEM,3472,002,,4,1,3,3,2,1,1,,,2,,3,,,,,,"Abeykoon, Nimali C","Wang, Ziqi","Igie, Nosakhare F","Beck, Erling","Subramanian, Yaamini","Hasna Begam, Mohammed Nazar"
+CHEM,5314,001,,12,,,,,,,,,,,,,,,,,"Nielsen, Steven O",,,,,
+CHEM,5331,001,,12,7,4,3,,,,,,,,,,,,,,"Delaney, Connor P",,,,,
+CHEM,5334,001,,7,,,5,1,,,,,,,,,,,,,"Ferraris, John P",,,,,
+CHEM,5341,001,,2,3,3,8,1,,,,,,,,,,,,,"Balkus, Kenneth J",,,,,
+CHEM,5355,001,,9,6,9,1,,,,,,,,,,,,,,"Pantano, Paul",,,,,
+CHEM,5361,001,,9,6,,4,1,,,,,,,,,,,,,"D'Arcy, Sheena M",,,,,
+CHEM,6100,001,,,,,,,,,,,,,,,,,,117,"Romiti, Filippo",,,,,
+CHEM,6V39,501,,6,2,2,,,,,,,,,,,,,,,"Sterling, Alistair J",,,,,
+CHEM,8V91,024,,,,,,,,,,,,,,,,,,12,"Stefan, Mihaela C",,,,,
+CHEM,8V91,046,,,,,,,,,,,,,,,,,,11,"Fasan, Rudi",,,,,
+CHIN,1311,001,12,,3,,2,,,,,,,,,,,,,,"Chen, Bei",,,,,
+CHIN,1312,001,6,2,1,,,1,,,,,,,,,,,,,"Chen, Bei",,,,,
+CHIN,2311,001,13,1,,,,,,,,,,,,,,,,,"Chen, Bei",,,,,
+CLDP,2314,001,1,1,3,1,11,1,2,,1,,1,2,,,,,,,"Atchison, Kristin J","Padilla Cardoso, Mayra A",,,,
+CLDP,2314,0W1,,2,3,4,,3,,3,2,2,1,,1,,,,2,,"Drew, Linda M","Hsieh, Uan-Luen",,,,
+CLDP,3303,001,5,5,4,1,3,,1,,,,,,,,,,,,"Trail, Amy M","Lewicki, Jane M",,,,
+CLDP,3305,001,,13,,,3,,,,,,,,,,,,1,,"Jett, Whitney G",,,,,
+CLDP,3310,001,,18,,,2,,,2,,,,,,,,,,,"Timmons, Lisa N","Delfosse, Camille M",,,,
+CLDP,3310,0W1,,13,,,2,,,,,,,,,,,,,,"Bonner, Deborah","Gutierrez, Alyssa M",,,,
+CLDP,3332,001,1,21,11,2,5,,,1,1,,,,,,,,1,,"Holub, Shayla C","Heinrich, Melissa D",,,,
+CLDP,3336,001,1,3,2,3,2,,,,,,,,1,,,,,,"Atchison, Kristin J",,,,,
+CLDP,3339,0H1,,4,1,,3,2,,2,3,,1,,1,,,,,,"Huxtable-Jester, Karen J","Sudheesh, Athul",,,,
+CLDP,3342,0W1,,29,,,1,,,,,,,,,,,,,,"Bonner, Deborah","Liu, Yiyao",,,,
+CLDP,3362,001,,20,,1,15,,1,2,,,,,2,,,,,,"Mills, Candice M","Gholap, Neha P",,,,
+CLDP,3394,0H1,,18,,,,,,1,,,,,,,,,1,,"Grant, Meridith G","Smitherman, Israel W",,,,
+CLDP,4344,001,,12,,,4,,,2,,,1,,,,,,,,"Timmons, Lisa N","Redig, Samantha L",,,,
+CLDP,4347,001,,2,2,2,2,2,,1,,,,,1,,,,,,"Nelson Taylor, Jackie A","Li, Yue","Peacock, Dru D",,,
+CLDP,4V90,001,6,2,,,2,,,,,,,,,,,,,,"Maese, Maria Amalia",,,,,
+CLDP,4V90,002,,14,,,,,,,,,,,1,,,,,,"Capili, Conrad R",,,,,
+COMD,6110,0W1,,,,,,,,,,,,,,,,,,10,"Kenedi, A Helen I",,,,,
+COMD,6112,0W1,,,,,,,,,,,,,,,,,,13,"Walsh, Diane G",,,,,
+COMD,6222,001,,97,,,,,,,,,,,,,,,,,"Lougeay, Janice",,,,,
+COMD,6240,001,,23,,,1,,,,,,,,,,,,,,"Touchstone, Emily W",,,,,
+COMD,6305,001,,,,,,,,,,,,,,,,,,34,"Frankford, Saul A","Mundayoor, Saranya A",,,,
+COMD,6307,0H1,,9,3,1,,,,,,,,,,,,,,,"Evans, Julia L","Sharma, Susmi",,,,
+COMD,6308,001,,73,,,,,,,,,,,,,,,,,"Rich, Judith B",,,,,
+COMD,6320,001,,35,,,11,,,,,,,,,,,,,,"Aldridge, Michelle A","Kenedi, A Helen I",,,,
+COMD,6330,001,,,,,,,,,,,,,,,,,,10,"Stillman, Robert D",,,,,
+COMD,6330,002,,,,,,,,,,,,,,,,,,10,"Rich, Judith B",,,,,
+COMD,6330,004,,,,,,,,,,,,,,,,,,10,"Neale, Hannah D",,,,,
+COMD,6330,005,,,,,,,,,,,,,,,,,,10,"Klimkowski, Hillary E",,,,,
+COMD,6330,006,,,,,,,,,,,,,,,,,,10,"Trail, Amy M",,,,,
+COMD,6330,069,,,,,,,,,,,,,,,,,,10,"Kenedi, A Helen I",,,,,
+COMD,6330,080,,,,,,,,,,,,,,,,,,10,"Carter, Jessica A",,,,,
+COMD,6330,122,,,,,,,,,,,,,,,,,,10,"Sale, Felicity F",,,,,
+COMD,6330,144,,,,,,,,,,,,,,,,,,12,"Walsh, Diane G",,,,,
+COMD,6330,165,,,,,,,,,,,,,,,,,,10,"Aldridge, Michelle A",,,,,
+COMD,6330,169,,,,,,,,,,,,,,,,,,10,"Kenedi, A Helen I",,,,,
+COMD,6377,001,,72,,,8,,,,,,,,,,,,,,"Kenedi, A Helen I","Sale, Felicity F",,,,
+COMD,6378,001,,17,,,4,,,,,,,,,,,,,,"Klimkowski, Hillary E","Sale, Felicity F",,,,
+COMD,6V09,001,,39,,,,,,,,,,,,,,,,,"Aldridge, Michelle A",,,,,
+COMD,7098,001,,,,,,,,,,,,,,,,,,18,"Touchstone, Emily W",,,,,
+COMD,7204,501,,32,,,,,,,,,,,,,,,,,"Cook, Julie D",,,,,
+COMD,7221,001,,16,,,3,,,,,,,,,,,,,,"Carter, Jessica A",,,,,
+COMD,7222,001,,51,,,,,,,,,,,,,,,,,"Touchstone, Emily W",,,,,
+COMD,7301,501,,25,,,,,,,,,,,,,,,,,"Morris, Rebecca L",,,,,
+COMD,7309,001,,9,,2,7,,,1,,,,,,,,,,,"Hart, John",,,,,
+COMD,7336,001,,12,1,1,,,,,,,,,,,,,,,"Rollins, Pamela R",,,,,
+COMM,1311,001,10,27,17,6,7,3,5,1,2,,,,2,,,,,,"Totusek, Patricia F",,,,,
+COMM,1311,002,,3,3,7,5,4,,,,,,,1,,,,,,"Baker, Barbara L",,,,,
+COMM,1311,003,11,6,1,1,1,1,,1,,,,,,,,,2,,"Sova, Melodee L",,,,,
+COMM,1311,004,4,16,1,,1,,1,,,,,,,,,,,,"Totusek, Patricia F",,,,,
+COMM,1311,005,10,9,2,,,,1,1,,,,,,,,,,,"McCown, Gregory S",,,,,
+COMM,1311,006,7,10,1,4,,,1,,,,,,,,,,1,,"Tanner, Lari J",,,,,
+COMM,1311,0H1,6,7,3,4,,,,,,,,,1,,,,1,,"Tanner, Lari J",,,,,
+COMM,1311,0H2,1,10,3,3,1,1,1,1,,,,,,,,,2,,"Sluder, Jeanne",,,,,
+COMM,1311,0H3,4,4,4,2,1,,4,1,2,,,,1,,,,1,,"Sova, Melodee L",,,,,
+COMM,1311,0H4,8,5,5,3,,,,,,,,,1,,,,2,,"Sova, Melodee L",,,,,
+COMM,1311,0H5,,6,7,5,1,2,,,,,,2,,,,,1,,"Sluder, Jeanne",,,,,
+COMM,1311,0W1,2,11,3,3,,3,,,,,,,1,,,,,,"Templeton, Allison A",,,,,
+COMM,1311,0W2,5,7,5,2,2,,2,,,,,,,,,,1,,"Templeton, Allison A",,,,,
+COMM,1311,0W3,9,6,2,,2,1,,,,,,,2,,,,2,,"Moss, Daniel J",,,,,
+COMM,1311,0W4,3,5,4,2,1,3,3,,1,,1,,,,,,1,,"Williams, Alecia N",,,,,
+COMM,1311,0W5,2,6,4,2,1,,,,,,3,1,3,,,,,,"Williams, Alecia N",,,,,
+COMM,1311,0W6,7,6,2,2,,2,,1,,,,,1,,,,1,,"Sova, Melodee L",,,,,
+COMM,1311,0W7,8,7,4,3,,1,,,,,,,1,,,,,,"Sova, Melodee L",,,,,
+COMM,1311,0W8,5,3,7,5,,2,,,,,,,2,,,,,,"Fraley, James M",,,,,
+COMM,1311,0W9,1,9,5,3,2,1,,,1,,,,,,,,1,,"Mckee-Williams, Candie D",,,,,
+COMM,1315,001,1,11,4,1,3,3,,,,,,,1,,,,,,"Templeton, Allison A",,,,,
+COMM,1315,0H1,17,5,,,,,,,,,,,,,,,2,,"Saenz, Michael A",,,,,
+COMM,1315,0H2,4,18,1,,1,,,,,,,,,,,,,,"Hernandez-Katz, Melissa M",,,,,
+COMM,1315,0H3,6,5,4,2,1,1,,1,,,,3,,,,,1,,"Templeton, Allison A",,,,,
+COMM,1315,0H4,1,7,6,3,3,1,1,1,,,,,1,,,,,,"Gonzales, Sarah",,,,,
+COMM,1315,0H5,5,12,3,2,,,1,,,,,,1,,,,,,"Farr, Natalie D",,,,,
+COMM,1315,0H6,5,10,3,,2,1,,,,,1,,2,,,,,,"Farr, Natalie D",,,,,
+COMM,1315,0H7,9,6,1,2,2,1,,,1,,,,1,,,,,,"Hernandez-Katz, Melissa M",,,,,
+COMM,1315,0H8,2,5,,3,2,2,1,,,,,1,3,,,,,,"Aranda, Johnson",,,,,
+COMM,1315,0H9,3,7,1,1,2,1,2,,,,,,4,,,,3,,"Aranda, Johnson",,,,,
+COMM,1315,0W1,18,2,1,,,1,,,,,,,,,,,,,"Cannon, Charles",,,,,
+COMM,1315,0W2,17,2,,1,2,1,,1,,,,,,,,,,,"Cannon, Charles",,,,,
+COMM,1315,0W3,,2,2,1,1,3,2,3,1,,,,4,,,,,,"Bromberg, Mike",,,,,
+COMM,1315,0W4,2,3,3,3,2,1,1,2,1,,,,2,,,,1,,"Bromberg, Mike",,,,,
+COMM,1320,001,4,10,2,1,,3,,1,1,,,,2,,,,,,"Sova, Melodee L",,,,,
+COMM,2310,0W1,3,5,4,1,,2,,,1,1,,,4,,,,1,,"Glauser, Janece B",,,,,
+COMM,3342,0H1,3,9,,,2,2,1,,,,,,1,,,,,,"Johnson, Janet L",,,,,
+COMM,3351,001,1,2,2,2,1,,,4,3,,,,,,,,,,"Baker, Barbara L",,,,,
+COMM,3353,001,3,5,,2,1,,,2,,,,,2,,,,,,"Totusek, Patricia F",,,,,
+COMM,4314,5W1,1,5,2,3,1,,1,,1,,,1,1,,,,1,,"King, Carie S",,,,,
+CRIM,1301,001,11,16,8,1,4,1,1,1,1,1,1,,2,,,,,,"Karmakar, Anasuya",,,,,
+CRIM,1301,0W1,15,37,18,7,9,3,2,3,1,,,1,1,,,,,,"Hull, Kerrie Ann",,,,,
+CRIM,1307,001,8,34,39,12,13,4,1,,,2,2,2,5,,,,,,"Lee, Jaebom",,,,,
+CRIM,1307,0W1,27,35,8,4,1,2,1,,1,2,2,2,3,,,,1,,"Vasquez, Arthur G","Jiru, Gurmessa B",,,,
+CRIM,2306,0W1,,34,10,3,3,,1,2,,,1,1,2,,,,1,,"Papageorgiou, Anthony J",,,,,
+CRIM,2313,0W1,10,6,5,4,4,2,3,1,,2,2,1,2,,,,2,,"Getty, Ryan M","Chidozie, Eustace",,,,
+CRIM,2316,001,3,2,13,3,1,,,,1,,,,,,,,,,"Mcchriston, Marvin",,,,,
+CRIM,2317,0W1,20,10,6,1,2,1,1,,1,,,,1,,,,,,"Hong, Sunmin",,,,,
+CRIM,3300,0W1,13,26,11,7,9,8,2,5,,1,1,1,4,,,,2,,"Worrall, John L","Gross, Meeghan A",,,,
+CRIM,3301,001,10,8,4,1,2,,,,,,,1,1,,,,,,"Getty, Ryan M","Chidozie, Eustace",,,,
+CRIM,3302,001,6,8,4,3,2,4,,,,,1,,4,,,,,,"Lee, Yeungjeom","Lee, Insang",,,,
+CRIM,3303,001,16,4,6,1,2,1,,2,,,,,4,,,,,,"Vasquez, Arthur G","Islam, Mohammad Touhidul",,,,
+CRIM,3309,001,23,12,4,2,,,,1,1,,,,,,,,,,"Olszewski, Hailey",,,,,
+CRIM,3310,001,1,8,2,,5,2,,,,1,1,,2,,,,,,"Yoon, Minyeong",,,,,
+CRIM,3312,0W1,30,20,3,2,4,,1,,1,,1,,1,,,,,,"Vasquez, Arthur G","Islam, Mohammad Touhidul","Jiru, Gurmessa B",,,
+CRIM,3319,0W1,,35,19,9,3,4,1,1,1,,,,4,,,,,,"Wang, Wenyi",,,,,
+CRIM,4311,0W1,8,5,8,7,4,4,,,1,,,,1,,,,,,"Manuel, Samantha A",,,,,
+CRIM,4315,001,25,9,4,4,5,,1,,,,,,,,,,1,,"Vasquez, Arthur G","Jiru, Gurmessa B",,,,
+CRIM,4322,0H1,,3,5,5,1,4,3,1,5,1,3,,3,,,,2,,"Vieraitis, Lynne M","Escobedo, Allison E",,,,
+CRIM,4396,001,2,8,3,5,2,,1,1,1,,,,,,,,,,"Boots, Denise P","Adjadeh, John-Paul E",,,,
+CRIM,6301,0W1,,11,4,2,2,,,3,,,,,,,,,,,"Lee, Yeungjeom",,,,,
+CRIM,6303,501,,4,3,2,,,,1,,,,,,,,,,,"Vieraitis, Lynne M",,,,,
+CRIM,6381,0W1,,13,2,,,1,,,,,,,,,,,,,"Burton, Alexander",,,,,
+CRWT,2301,001,10,4,2,,,,,,,,,,1,,,,,,"Baker, Matthew W",,,,,
+CRWT,2301,002,,4,7,3,3,1,,,,,,,1,,,,,,"Bhatt, Jenny",,,,,
+CRWT,2301,003,,19,,,,,,,,,,,,,,,,,"Minzer, Karen","Martinez, Manuel L",,,,
+CRWT,2301,004,14,,,,1,,,,,,,,3,,,,1,,"Pena, Daniel",,,,,
+CRWT,2301,005,3,3,6,1,1,1,,1,,,,,2,,,,1,,"Bhatt, Jenny",,,,,
+CRWT,2301,006,14,1,1,,1,,,,1,,,,,,,,1,,"Murphey, Samantha",,,,,
+CRWT,2301,007,8,3,,3,2,,,1,,1,,,,,,,1,,"Baker, Matthew W",,,,,
+CRWT,2301,501,5,5,1,1,,1,,1,,,,,2,,,,1,,"Luttrell, Andrea",,,,,
+CRWT,2301,502,,18,,,,,,,,,,,,,,,,,"Minzer, Karen","Martinez, Manuel L",,,,
+CRWT,3306,001,11,,,,,,,,,,,,,,,,1,,"Ogbaa, Maurine",,,,,
+CRWT,3306,002,,14,1,,,,,,,,,,,,,,,,"Martinez, Manuel L",,,,,
+CRWT,3330,501,,,7,1,,1,,,,,,1,,,,,,,"Vincent, Shelby D",,,,,
+CRWT,3351,001,1,6,5,,1,1,,,,,,,,,,,,,"Stone, Naomi S",,,,,
+CRWT,3354,501,,11,2,1,,,,,,,,,,,,,,,"Goldberg, Paula",,,,,
+CRWT,4355,001,1,7,1,,1,,,,,,,,,,,,,,"Goldberg, Paula",,,,,
+CS,1200,001,22,59,24,6,4,1,,2,,,2,,,,,,,,"Christiansen, Michael G",,,,,
+CS,1200,002,20,18,10,8,4,2,,,3,,1,,1,,,,,,"Srivastava, Aditya",,,,,
+CS,1200,003,56,45,29,13,3,1,1,,,,,,1,,,,,,"Christiansen, Michael G",,,,,
+CS,1200,004,27,26,11,7,6,4,2,2,1,,,,3,,,,,,"Srivastava, Aditya",,,,,
+CS,1200,005,20,31,8,13,14,7,3,2,,,1,,2,,,,,,"Srivastava, Aditya",,,,,
+CS,1200,0L1,26,37,11,8,6,2,,2,1,1,,,,,,,,,"Smith, Klyne",,,,,
+CS,1200,501,54,46,15,7,8,5,,2,,1,1,2,1,,,,,,"Smith, Klyne",,,,,
+CS,1200,502,46,50,18,14,6,1,,,1,,1,,1,,,,,,"Christiansen, Michael G",,,,,
+CS,1200,HON,,12,5,5,8,1,,1,,,,,,,,,,,"Cole, John P",,,,,
+CS,1325,001,14,28,11,16,17,2,5,12,1,,1,,4,,,,6,,"Chappidi, Sruthi",,,,,
+CS,1325,002,14,44,12,13,26,7,2,8,,1,3,1,3,,,,2,,"Chappidi, Sruthi",,,,,
+CS,1337,001,11,5,,3,5,2,2,3,5,,2,,12,,,,3,,"Razo-Razo, Miguel Angel",,,,,
+CS,1337,002,4,5,,1,9,2,1,5,2,1,,,12,,,,14,,"Smith, Jason W",,,,,
+CS,1337,004,5,3,4,4,1,4,5,1,2,,2,3,13,,,,4,,"Srinivasan, Srimathi",,,,,
+CS,1337,5W1,5,10,10,7,11,3,3,,,,1,,3,,,,,,"Dollinger, Scott M",,,,,
+CS,1436,001,10,13,5,4,8,1,1,5,3,3,2,2,4,,,,2,,"Ricks, Brian",,,,,
+CS,1436,002,4,13,15,7,4,6,3,1,1,,3,,5,,,,2,,"Narayanasami, Priya",,,,,
+CS,1436,003,4,17,7,3,7,2,3,4,3,3,,,6,,,,3,,"Willson, James",,,,,
+CS,1436,004,,7,14,15,9,5,4,2,,4,1,,3,,,,,,"Solanki, Nidhiben M",,,,,
+CS,1436,005,11,13,,8,3,,5,3,,4,6,,10,,,,1,,"Karrah, Shyam S",,,,,
+CS,1436,006,,17,17,11,6,6,2,,,1,2,,2,,,,,,"Solanki, Nidhiben M",,,,,
+CS,1436,007,1,3,7,4,6,11,7,4,,3,3,2,10,,,,,,"Thompson, Laurie A",,,,,
+CS,1436,008,,5,5,4,5,6,5,9,4,4,3,1,11,,,,3,,"Thompson, Laurie A",,,,,
+CS,1436,009,12,14,4,8,5,4,4,4,3,,2,,2,,,,3,,"Ricks, Brian",,,,,
+CS,1436,010,3,19,16,3,6,4,,2,3,1,,,5,,,,,,"Arnold, Gordon L",,,,,
+CS,1436,011,2,11,10,8,6,5,1,2,,1,,,4,,,,,,"Arnold, Gordon L",,,,,
+CS,1436,012,24,8,7,9,1,2,1,1,2,3,2,1,3,,,,,,"Srinivasan, Srimathi",,,,,
+CS,1436,013,21,10,6,3,2,9,4,2,2,2,1,1,2,,,,,,"Srinivasan, Srimathi",,,,,
+CS,1436,015,15,13,,12,7,,5,1,,3,4,,3,,,,1,,"Karrah, Shyam S",,,,,
+CS,1436,0L1,4,6,3,2,4,4,,1,1,1,1,,4,,,,1,,"Willson, James",,,,,
+CS,1436,0L3,10,5,3,2,14,9,4,4,,1,2,1,4,,,,,,"Veerasamy, Jeyakesavan",,,,,
+CS,1436,502,10,9,13,4,2,8,1,8,1,2,2,2,1,,,,,,"Narayanasami, Priya",,,,,
+CS,2305,001,2,29,11,14,23,8,9,6,1,,1,,,,,,,,"Daescu, Ovidiu","Truong, Nhat V",,,,
+CS,2305,002,1,6,8,8,17,5,7,7,1,2,2,,,,,,1,,"Ouyang, Jessica J",,,,,
+CS,2305,003,5,24,11,9,22,8,3,5,1,1,1,1,,,,,3,,"Raichel, Benjamin A",,,,,
+CS,2305,004,1,20,13,11,24,12,9,8,,,1,,1,,,,1,,"Bereg, Sergey","Truong, Nhat V",,,,
+CS,2305,005,6,34,18,13,21,9,4,5,,1,1,,2,,,,4,,"Gibney, Daniel J",,,,,
+CS,2305,HN1,4,20,4,1,2,1,,,1,,,,,,,,,,"Bereg, Sergey",,,,,
+CS,2336,001,6,26,11,9,2,1,1,,1,,,,1,,,,,,"Peterson, Erik A",,,,,
+CS,2336,002,2,14,11,14,7,3,1,1,,,1,,,,,,,,"Feng, Ranran",,,,,
+CS,2336,003,3,14,9,4,7,2,1,7,1,,1,,2,,,,7,,"Smith, Jason W",,,,,
+CS,2336,004,9,24,9,5,2,1,2,,,,,,2,,,,1,,"Arnold, Gordon L",,,,,
+CS,2336,005,7,13,11,10,6,7,3,,1,,,,,,,,,,"Veerasamy, Jeyakesavan",,,,,
+CS,2336,006,3,19,10,7,4,4,2,1,,2,,,4,,,,1,,"Arnold, Gordon L",,,,,
+CS,2336,007,6,4,8,3,9,7,2,9,4,2,,,,,,,3,,"Kumar, Ramana R",,,,,
+CS,2336,008,4,20,9,10,3,3,,1,2,,,,,,,,,,"Peterson, Erik A",,,,,
+CS,2336,009,4,14,5,22,11,1,,,,,,,,,,,,,"Satpute, Meghana N",,,,,
+CS,2336,501,,12,3,7,15,6,2,5,,1,3,,,,,,1,,"Stallbohm, Zachary E",,,,,
+CS,2336,502,9,17,7,4,7,1,,3,,,2,2,1,,,,1,,"Khan, Kamran Z",,,,,
+CS,2336,503,4,13,6,6,14,,2,4,,,1,,3,,,,5,,"Sims, David I",,,,,
+CS,2336,504,1,12,5,10,16,3,,4,,,2,,1,,,,,,"Khan, Kamran Z",,,,,
+CS,2337,002,13,16,3,10,11,,2,1,,,,,1,,,,3,,"Smith, Jason W",,,,,
+CS,2337,003,18,16,5,6,2,4,1,3,,,2,1,1,,,,,,"Veerasamy, Jeyakesavan",,,,,
+CS,2337,0W1,9,16,13,4,2,2,2,2,,,,,4,,,,,,"Dollinger, Scott M",,,,,
+CS,2340,001,1,6,5,8,12,14,4,6,,,2,,2,,,,,,"Nguyen, Nhut","Guo, Xiaosu",,,,
+CS,2340,002,14,7,11,5,4,9,3,6,5,,7,,,,,,,,"Karami, Gity","Guo, Xiaosu",,,,
+CS,2340,003,,5,7,4,9,2,,6,,,3,,17,,,,9,,"Cole, John P",,,,,
+CS,2340,004,2,10,4,11,9,5,9,8,,,1,,4,,,,3,,"Nguyen, Nhut","Guo, Xiaosu",,,,
+CS,2340,005,3,8,3,4,7,5,3,3,5,2,6,,6,,,,4,,"Zhao, Yi","Guo, Xiaosu",,,,
+CS,2340,006,,9,7,9,7,5,4,4,2,1,3,1,1,,,,4,,"Wang, Alice","Guo, Xiaosu",,,,
+CS,2340,008,3,12,15,14,7,7,8,3,2,,,,1,,,,,,"Jaffal, Wafa","Guo, Xiaosu",,,,
+CS,2340,501,,10,5,9,10,9,9,9,1,,3,,4,,,,1,,"Nguyen, Nhut","Guo, Xiaosu",,,,
+CS,2340,502,4,8,4,3,9,9,4,6,3,5,,1,3,,1,,,,"Wang, Alice","Guo, Xiaosu",,,,
+CS,3162,051,,96,14,8,3,,3,1,,,,,1,,,,3,,"Srivastava, Aditya",,,,,
+CS,3162,052,5,83,5,18,17,,,5,1,,,,,,,,1,,"Cole, John P",,,,,
+CS,3162,091,,79,12,,4,2,3,3,2,,2,,7,,,,2,,"Srivastava, Aditya",,,,,
+CS,3162,092,2,52,23,23,33,5,,1,,,,,1,,,,,,"Cole, John P",,,,,
+CS,3341,001,,1,5,2,11,9,3,6,7,2,5,4,5,,,,1,,"Guo, Huizhen","Rajapakshage, Himasha Miurangi W",,,,
+CS,3341,002,33,9,16,8,5,15,6,6,6,1,1,,3,,,,2,,"Chandra, Noirrit K","Akter, Rozina",,,,
+CS,3341,003,,4,3,2,5,6,5,5,6,3,1,,7,,,,,,"Guo, Huizhen","Mathew, Minu Maria",,,,
+CS,3341,004,,2,2,,1,4,7,5,3,,6,,9,,,,1,,"Guo, Huizhen","Mathew, Minu Maria",,,,
+CS,3341,005,4,4,6,3,8,6,8,1,3,,2,2,2,,,,,,"Jiang, Shengjie","Rajapakshage, Himasha Miurangi W",,,,
+CS,3341,006,7,6,7,12,5,6,3,4,4,4,3,2,8,,,,2,,"Jiang, Shengjie","Rajapakshage, Himasha Miurangi W",,,,
+CS,3341,007,,7,,4,11,,19,16,,5,1,,,,,,2,,"Smiley, Octavious A","Akter, Rozina",,,,
+CS,3341,008,1,5,,1,13,,21,16,,4,,,2,,,,1,,"Smiley, Octavious A","Akter, Rozina",,,,
+CS,3341,HON,13,8,4,4,2,1,,,,,,,,,,,,,"Haas, Zygmunt J",,,,,
+CS,3345,001,7,13,3,3,13,7,4,6,2,1,,,,,,,,,"Chappidi, Sruthi","Mao, Dongyu",,,,
+CS,3345,002,14,13,5,9,7,3,,7,,,4,,1,,,,2,,"Hamdy, Omar Mohamed","Mao, Dongyu",,,,
+CS,3345,003,4,11,4,3,8,6,7,3,1,,,1,4,,,,1,,"Nemec, Andrew S",,,,,
+CS,3345,004,5,10,9,2,2,6,3,2,3,2,1,1,5,,,,5,,"Alagar, Sridhar",,,,,
+CS,3345,005,2,17,6,10,7,8,3,1,,,,,,,,,2,,"Erbatur, Serdar",,,,,
+CS,3345,006,6,5,5,3,5,5,3,2,4,3,6,2,8,,,,3,,"Alagar, Sridhar",,,,,
+CS,3345,501,1,17,,17,17,5,,4,1,,,,2,,,,1,,"Khan, Kamran Z",,,,,
+CS,3345,502,,10,7,5,13,9,,6,,,2,,1,,,,,,"Khan, Kamran Z",,,,,
+CS,3345,503,3,10,2,6,12,5,4,5,,,5,,4,,,,,,"Chappidi, Sruthi","Mao, Dongyu",,,,
+CS,3345,HON,5,17,5,3,2,,,,,,,,,,,,,,"Fox, Emily K",,,,,
+CS,3354,001,5,29,15,9,2,1,1,,,,,,1,,,,,,"Feng, Ranran",,,,,
+CS,3354,002,2,8,9,11,7,10,3,6,2,1,1,,,,,,,,"Paulk, Mark C",,,,,
+CS,3354,003,17,14,13,7,4,2,1,1,1,,1,,3,,,,,,"Nouroz Borazjany, Mehra",,,,,
+CS,3354,004,5,34,7,7,4,,,,,,,,,,,,,,"Maweu, Barbara","Wei, Songtao",,,,
+CS,3354,005,21,10,11,5,4,5,1,,,,,,1,,1,,1,,"Nouroz Borazjany, Mehra",,,,,
+CS,3354,006,10,17,14,13,5,4,,,,,,,,,,,,,"Narayanasami, Priya",,,,,
+CS,3354,007,6,12,17,7,7,3,3,,,,1,,,,,,,,"Narayanasami, Priya",,,,,
+CS,3354,008,11,20,9,6,5,4,,,,,,,1,,,,,,"Nouroz Borazjany, Mehra",,,,,
+CS,3354,501,8,27,21,4,2,1,,,,,,,,,,,,,"Srinivasan, Srimathi",,,,,
+CS,3354,502,,13,6,9,13,1,3,3,,,,,3,,,,,,"Maweu, Barbara","Wei, Songtao",,,,
+CS,3377,001,2,9,7,6,9,6,7,2,3,1,2,,1,,,,2,,"Min, Richard K","Song, Xiaoyu",,,,
+CS,3377,002,3,8,7,10,14,10,5,1,,,2,,1,,,,3,,"Min, Richard K",,,,,
+CS,3377,003,3,19,7,27,11,2,2,1,,,1,,,,,,,,"Satpute, Meghana N",,,,,
+CS,3377,005,6,13,8,18,14,2,3,1,2,,,,,,,,,,"Satpute, Meghana N",,,,,
+CS,3377,006,1,9,1,2,28,9,,8,,,4,1,2,,,,2,,"Belkoura, Mohamed Amine",,,,,
+CS,3377,0W1,12,35,13,5,6,1,1,2,,,,,,,,,1,,"Dollinger, Scott M",,,,,
+CS,3377,502,,6,3,4,27,3,2,13,2,1,5,,3,,,,,,"Belkoura, Mohamed Amine",,,,,
+CS,4141,101,3,7,3,3,3,,,,,,,,1,,,,,,"Becker, Eric W","Rouhani, Hamid",,,,
+CS,4141,102,16,3,,,,,,,,,,,,,,,1,,"Becker, Eric W","Park, Jaehyun",,,,
+CS,4141,103,10,5,3,,1,,,,1,,,,,,,,,,"Becker, Eric W","Pham, To Kim Bao",,,,
+CS,4141,104,15,4,,,,,,,,,,,,,,,,,"Becker, Eric W","Dakshit, Sristi",,,,
+CS,4141,105,5,8,3,1,2,,,,,,,,,,,,,,"Becker, Eric W","Rouhani, Hamid",,,,
+CS,4141,106,6,11,2,1,,,,,,,,,,,,,,,"Becker, Eric W","Rouhani, Hamid",,,,
+CS,4141,107,16,2,,,1,,,1,,,,,,,,,,,"Becker, Eric W","Park, Jaehyun",,,,
+CS,4141,108,11,7,1,1,,,,,,,,,,,,,,,"Becker, Eric W","Pham, To Kim Bao",,,,
+CS,4141,109,16,2,1,,,,,,,,,,,,,,,,"Becker, Eric W","Dakshit, Sristi",,,,
+CS,4141,110,17,,1,,,1,,,,,,,1,,,,,,"Becker, Eric W","Park, Jaehyun",,,,
+CS,4141,111,13,5,1,,,1,,,,,,,,,,,,,"Becker, Eric W","Pham, To Kim Bao",,,,
+CS,4141,112,7,9,2,,1,,,,,,,,,,,,,,"Becker, Eric W","Rouhani, Hamid",,,,
+CS,4141,113,16,3,,,1,,,,,,,,,,,,,,"Becker, Eric W","Dakshit, Sristi",,,,
+CS,4141,114,15,1,,1,2,,,,,,,,1,,,,,,"Becker, Eric W","Park, Jaehyun",,,,
+CS,4141,115,3,6,3,1,4,1,,1,,,,,,,,,,,"Becker, Eric W","Saha, Ramkrishna",,,,
+CS,4141,116,18,1,,,,,,,,,,,1,,,,,,"Becker, Eric W","Park, Jaehyun",,,,
+CS,4141,117,16,1,,1,1,,,,,,,,1,,,,,,"Becker, Eric W","Dakshit, Sristi",,,,
+CS,4141,118,14,2,1,,,,,2,,1,,,,,,,,,"Becker, Eric W","Pham, To Kim Bao",,,,
+CS,4141,601,9,6,1,,1,,1,1,,,,,,,,,,,"Becker, Eric W","Pham, To Kim Bao","Zhang, Jinheng",,,
+CS,4141,602,16,1,,1,,,1,1,,,,,,,,,,,"Becker, Eric W","Dakshit, Sristi",,,,
+CS,4141,603,9,9,,,,1,,,,,,,,,,,,,"Becker, Eric W","Rouhani, Hamid",,,,
+CS,4141,604,4,8,3,3,2,,,,,,,,,,,,,,"Becker, Eric W","Saha, Ramkrishna",,,,
+CS,4141,605,2,5,3,4,2,1,1,,1,1,,,,,,,,,"Becker, Eric W","Saha, Ramkrishna",,,,
+CS,4141,606,9,6,2,1,,,,1,1,,,,,,,,,,"Becker, Eric W","Rouhani, Hamid",,,,
+CS,4141,607,14,2,,,,,,,1,,,,,,,,,,"Becker, Eric W","Dakshit, Sristi",,,,
+CS,4141,608,1,7,3,2,2,,2,1,,,,,,,,,,,"Becker, Eric W","Saha, Ramkrishna",,,,
+CS,4141,609,2,9,3,2,,,1,,,1,,,,,,,,,"Becker, Eric W","Saha, Ramkrishna",,,,
+CS,4141,610,11,5,,2,,,,,,,,,1,,,,1,,"Becker, Eric W","Rouhani, Hamid","Pham, To Kim Bao","Zhang, Jinheng",,
+CS,4334,002,,3,,,3,,,4,,,1,,,,,,,,"Biswas, Saikat","Sarkar, Soham",,,,
+CS,4337,001,1,10,7,9,10,8,5,,,,,,1,,,,2,,"Davis, Chris I","Zhang, Baoming","Zhang, Yue",,,
+CS,4337,002,1,6,6,4,9,8,7,7,2,3,2,,3,,,,,,"Zhao, Yi","Li, Ruosen",Jishnu J,,,
+CS,4337,003,8,11,13,6,6,5,3,2,4,,1,,1,,,,,,"Karami, Gity","Golivand Darvishvand, Fateme",,,,
+CS,4337,004,2,10,21,12,11,13,1,,,,,,,,1,,2,,"Davis, Chris I","Zhang, Yue","Xu, Zexin",,,
+CS,4337,501,,8,22,17,5,1,2,3,,,,,1,,,,,,"Salazar, Elmer E","Ahmed, Meah T","Ailneni, Rakshitha Rao",,,
+CS,4337,502,,4,12,12,18,1,1,4,1,,,,1,,,,1,,"Salazar, Elmer E","Averill, Matthew C",,,,
+CS,4337,503,11,2,11,4,7,7,2,3,4,,5,,1,,,,,,"Karami, Gity","Golivand Darvishvand, Fateme","Li, Ruosen",,,
+CS,4337,504,4,11,4,3,6,3,8,5,3,1,2,,1,,,,1,,"Zhao, Yi","Tenali, Pranuthi",,,,
+CS,4337,505,,4,12,4,11,7,5,5,4,,1,,,,2,,1,,"Davis, Chris I","Xu, Zexin","Saha, Pritom K",,,
+CS,4341,001,19,19,,5,12,3,4,2,3,,,,1,,,,1,,"DeGroot, Doug",,,,,
+CS,4341,002,,24,9,8,8,5,,8,,,3,,5,,,,,,"Li, Bingzhe","Sensintaffar, Alex H",,,,
+CS,4341,003,3,10,8,1,7,9,,13,3,,8,,6,,,,1,,"Wang, Alice","Dhulipala, Hridya","Ahmed, Sabbir",,,
+CS,4341,005,8,9,10,5,6,3,,20,,,5,,3,,,,1,,"Hamdy, Omar Mohamed",,,,,
+CS,4341,006,8,9,10,4,8,6,,13,2,,6,,3,,,,1,,"Wang, Alice","Ahmed, Sabbir","Dhulipala, Hridya",,,
+CS,4341,501,24,15,4,7,8,3,,6,,,1,,1,,,,1,,"Hamdy, Omar Mohamed",,,,,
+CS,4341,502,24,20,3,3,10,,3,4,,,,,1,,1,,1,,"DeGroot, Doug",,,,,
+CS,4341,503,14,7,7,4,11,3,,16,,,6,,,,,,1,,"Hamdy, Omar Mohamed",,,,,
+CS,4347,001,,15,14,10,13,4,5,3,,1,1,,1,,,,2,,"Solanki, Nidhiben M","Wang, Guanghua","Miao, Miao",,,
+CS,4347,002,11,6,7,7,12,2,5,8,,6,5,2,2,,,,,,"Omer, Jalal S","Patel, Smit Soneshbhai",,,,
+CS,4347,003,13,5,9,18,3,11,12,3,4,2,2,,4,,,,4,,"Omer, Jalal S","Wang, Yuxiao","Rong, Xiaokai","Patel, Smit Soneshbhai",,
+CS,4347,004,1,15,18,10,13,6,5,3,,1,1,,,,1,,,,"Solanki, Nidhiben M","Aggarwal, Alakh",,,,
+CS,4347,005,7,26,11,9,26,1,5,7,,1,,,1,,,,1,,"Cankaya, Ebru","Mulka, Sai Tharun Reddy",,,,
+CS,4347,006,39,25,9,,3,,,,,,,,,,,,1,,"Becker, Eric W",,,,,
+CS,4347,007,3,12,6,8,19,2,5,4,,,1,,1,,,,,,"Cankaya, Ebru","Mulka, Sai Tharun Reddy",,,,
+CS,4347,501,10,7,1,5,4,8,8,3,1,4,3,3,3,,,,,,"Omer, Jalal S","Patel, Smit Soneshbhai","Wang, Yuxiao",,,
+CS,4348,001,,2,4,4,,2,,3,,,3,,2,,,,3,,"Yen, I-Ling","Miao, Miao",,,,
+CS,4348,002,7,10,2,12,13,6,6,3,2,,,,1,,,,3,,"Christiansen, Michael G","Sakib, Md Nazmus","Das, Souvik",,,
+CS,4348,003,3,5,1,3,11,5,3,15,2,2,3,2,1,,,,4,,"Gupta, Neeraj K","Nanda, Souradeep","Li, Jia","Lee, Yi-Hui",,
+CS,4348,004,24,12,6,7,3,1,3,4,,,3,,4,,,,3,,"Kim, Chung Hwan","Mukherjee, Kunal","Nik Khah, Arman",,,
+CS,4348,005,53,2,,,1,,2,,,,,,,,,,,,"DeGroot, Doug",,,,,
+CS,4348,006,2,7,6,8,9,7,6,6,5,1,2,,3,,,,,,"Gupta, Neeraj K","Li, Jia","Lee, Yi-Hui","Nanda, Souradeep",,
+CS,4348,501,1,18,21,8,5,8,3,1,,,1,1,,,1,,,,"Salazar, Elmer E","Zhou, Yisheng",,,,
+CS,4348,502,,24,15,12,6,5,1,1,1,1,1,1,1,,,,,,"Salazar, Elmer E","Pallapothula, Likhitha",,,,
+CS,4348,HON,2,10,3,1,,1,,,,,,,,,,,,,"Prakash, Ravi","Lee, Yi-Hui",,,,
+CS,4349,001,5,14,19,8,13,11,13,10,,5,5,2,,,,,2,,"Chitturi, Bhadrachalam",,,,,
+CS,4349,002,3,20,27,21,17,11,6,1,,,,,,,,,1,,"Erbatur, Serdar",,,,,
+CS,4349,003,8,18,,12,27,,4,13,,,2,,4,,1,,6,,"Darbari, Parisa","Li, Shengjie","Singhal, Yatharth",,,
+CS,4349,004,5,12,9,15,18,11,10,13,5,2,1,2,1,,,,1,,"Fox, Emily K","Wu, Peilin","Weinzierl, Maxwell A",,,
+CS,4349,005,2,13,13,13,15,3,8,8,2,3,6,,1,,,,5,,"Jue, Jason P","Xu, Ruoyu","Rath, Avilash S",,,
+CS,4349,006,17,15,13,19,17,12,7,,4,,,,,,,,1,,"Erbatur, Serdar",,,,,
+CS,4349,HON,,4,1,2,4,1,,,,,,,1,,,,,,"Willson, James",,,,,
+CS,4352,001,,19,12,6,6,,3,2,,1,1,,,,,,,,"Kim, Jin Ryong","Singhal, Yatharth","Pratap, Ashish",,,
+CS,4361,001,5,23,9,6,18,8,5,5,1,,,,,,,,,,"Kumar, Pushpa S","Allu, Sai Haneesh",,,,
+CS,4361,002,4,18,13,9,10,5,1,2,,2,1,,3,,,,5,,"Guo, Xiaohu","Wang, Ningna",,,,
+CS,4365,001,4,6,8,10,12,14,6,6,3,,,,,,,,3,,"Min, Richard K","Jiang, Kai",,,,
+CS,4365,002,2,12,11,11,9,10,4,3,2,1,3,4,3,,,,2,,"Ng, Yu Chung Vincent","Nguyen, Khoi P",,,,
+CS,4365,501,13,31,11,6,4,3,2,,,,,,,,,,,,"Guo, Yunhui","Mao, Ruiyu",,,,
+CS,4371,001,,36,10,33,29,12,,,2,,1,,1,,,,3,,"Khan, Latifur R","Song, Zihe","Birashk, Amin",,,
+CS,4372,501,33,45,19,12,4,1,1,,,,,,2,,,,1,,"Nagar, Anurag","Yang, Haoyuan","Zhang, Yifan",,,
+CS,4375,001,19,18,19,12,6,1,1,,,,,,,,,,,,"Nagar, Anurag","Liu, Ziqi",,,,
+CS,4375,002,1,7,5,11,9,8,4,2,6,,4,,5,,,,15,,"Ruozzi, Nicholas R","Vyas, Akshay",,,,
+CS,4375,003,29,16,12,5,5,3,5,2,1,,,,1,,,,,,"Yang, Wei","Li, Tingxi","Rathnasuriya, Ravishka S",,,
+CS,4375,501,16,9,9,4,12,6,7,6,2,2,2,6,3,,,,2,,"Skorupa Parolin, Erick","Xu, Ouyang","Pham, Truong Q",,,
+CS,4376,001,2,9,9,8,10,6,6,2,1,1,2,1,,,,,,,"Zalila-Wenkstern, Rym","Paulk, Mark C","Alshomar, Ahmad",,,
+CS,4384,001,10,13,12,7,9,4,5,10,,6,3,,3,,,,1,,"Gupta, Gopal","Kimbrell, Keegan M",,,,
+CS,4384,002,7,7,15,16,10,13,6,3,,,2,,1,,,,1,,"Huynh, Dung T","Rivera Sanchez, Cynthia M",,,,
+CS,4384,003,5,13,2,5,12,4,11,1,3,1,2,7,3,,,,4,,"Chitturi, Bhadrachalam",,,,,
+CS,4384,004,,1,,1,3,7,6,13,15,6,7,3,7,,,,4,,"Ntafos, Simeon C","Maadugundu, Meghana Spurthi",,,,
+CS,4384,005,,3,2,4,9,14,12,12,10,4,1,,3,,,,2,,"Ntafos, Simeon C","Yadavally, Aashish",,,,
+CS,4386,501,7,8,5,12,18,1,1,8,1,3,3,1,10,,,,3,,"Gupta, Neeraj K","Ahmed, Meah T","Lee, Jaeseong",,,
+CS,4389,001,3,15,7,8,21,3,8,5,2,1,1,1,,,,,2,,"Cankaya, Ebru",,,,,
+CS,4390,001,1,9,11,23,11,4,6,4,2,1,,1,,,,,,,"Haas, Zygmunt J","Saadatfar, Rozhin",,,,
+CS,4390,002,13,11,5,14,9,20,2,,1,,,,,,,,1,,"Hao, Shuang","Zhao, Yichen",,,,
+CS,4390,003,3,8,13,15,15,7,1,5,,,,,1,,,,9,,"Jue, Jason P","Li, Congzhou",,,,
+CS,4390,004,6,8,17,9,18,5,4,1,4,1,1,,2,,,,,,"Ding, Yi","Miah, Md Sanaullah",,,,
+CS,4390,005,12,12,7,15,9,17,4,1,,,,,,,,,,,"Hao, Shuang","Hong, Shi Yin",,,,
+CS,4391,001,,19,12,12,13,4,3,4,,,,,5,,,,2,,"Tian, Yapeng","Vasireddy, Siva Sai Nagender",,,,
+CS,4392,001,35,14,9,3,5,,3,,2,,,,1,,,,,,"Feng, Ranran","Zhao, Ziyi",,,,
+CS,4393,001,,6,,1,3,4,3,9,3,2,4,,,,,,3,,"Nguyen, Nhut","Omidi, Zahra",,,,
+CS,4395,001,31,24,12,3,3,,1,,2,1,,,1,,,,,,"Chen, Zhiyu","Zhang, Mian",,,,
+CS,4397,001,1,3,10,20,15,5,3,2,1,,,,,,,,2,,"Bastani, Farokh B","Hatfield, Cody R",,,,
+CS,4485,0W1,124,145,60,40,31,14,,,2,,1,,,,,,2,,"Razo-Razo, Miguel Angel","Cole, John P","Srivastava, Aditya","Gupta, Anand","Salih, Raed M",
+CS,4V95,001,,12,1,,,,,,,,,,1,,,,,,"Mittal, Neeraj",,,,,
+CS,5303,001,,30,9,2,2,,1,1,,,,,1,,,,1,,"Becker, Eric W",,,,,
+CS,5330,001,,21,1,3,3,2,1,2,,,,,,,,,,,"Zhao, Yi",,,,,
+CS,5333,001,,12,6,9,7,9,1,1,,,,,1,,,,1,,"Cobb, Jorge A",,,,,
+CS,5333,002,,1,3,,,1,1,2,,,,,,,,,2,,"Desmedt, Yvo G",,,,,
+CS,5343,001,,14,8,8,9,7,9,6,,,,,3,,,,2,,"Gupta, Neeraj K",,,,,
+CS,5348,001,,30,11,6,6,1,,,,,,,,,,,1,,"Alagar, Sridhar",,,,,
+CS,5390,003,,7,4,2,1,,,,,,,,,,,,,,"Jue, Jason P","Li, Congzhou",,,,
+CS,5V81,001,,11,,,,,,,,,,,,,,,,,"Sarac, Kamil",,,,,
+CS,6301,001,,25,13,11,11,1,1,1,,,,,1,,,,,,"Xiang, Yu",Jishnu J,,,,
+CS,6301,002,,71,3,3,,,,,,,,,1,,,,,,"Wang, Xinda","Li, Youpeng",,,,
+CS,6301,003,,14,,,,,,,,,,,,,,,,,"Ricks, Brian",,,,,
+CS,6303,0W1,,31,1,1,2,1,,1,,,,,,,,,2,,"Cankaya, Ebru","Mohan, Sudharssan T",,,,
+CS,6306,501,,38,3,1,,,,,,,,,,,,,,,"Ricks, Brian","Bansal, Rishita",,,,
+CS,6313,001,,5,3,5,2,2,2,,,,,,1,,,,,,"Chen, Min","Kim, Jimi",,,,
+CS,6313,002,,72,25,,3,2,1,,,,,,,,,,1,,"Becker, Eric W","Dhulipala, Hridya","Yan, Shuo",,,
+CS,6314,001,,92,2,2,,,,,,,,,,,,,,,"Alagar, Sridhar",,,,,
+CS,6314,002,,68,14,3,2,,,,,,,,,,,,,,"Karami, Gity","Pratap, Ashish","He, Kaiyu",,,
+CS,6320,001,,11,24,15,11,3,1,,,,,,,,,,,,"Harabagiu, Sanda M","Ailneni, Rakshitha Rao","Weinzierl, Maxwell A",,,
+CS,6320,002,,57,,,5,,,1,,,,,1,,,,,,"Erekhinskaya, Tatiana N","Omidi, Zahra","Li, Ruochen",,,
+CS,6320,003,,55,9,5,,,,,,,,,,,,,,,"Du, Xinya",,,,,
+CS,6323,001,,32,,,,,,,,,,,1,,,,1,,"Feng, Ranran","Zhang, Yifan",,,,
+CS,6326,001,,66,10,,,1,,,,,,,,,,,,,"Alghofaili, Rawan","Tang, Xulong",,,,
+CS,6331,001,,11,7,,,,,,,,,,1,,,,,,"Prabhakaran, Balakrishnan",,,,,
+CS,6332,001,1,24,,2,4,,1,1,,,,,,,,,1,,"Jee, Kangkook",,,,,
+CS,6335,001,,4,7,4,5,,,,,,,,,,,,,,"Hamlen, Kevin W","Averill, Matthew C",,,,
+CS,6343,001,,2,2,6,1,,,,,,,,,,,,1,,"Yen, I-Ling",,,,,
+CS,6344,001,,35,12,4,,4,2,1,,,,,,,,,2,,"Schweitzer, Haim","Mao, Wei",,,,
+CS,6349,001,,7,4,3,5,3,,1,,,,,1,,,,,,"Sarac, Kamil","Das, Souvik",,,,
+CS,6350,001,,54,37,5,1,,,,,,,,,,,,,,"Nagar, Anurag","Su, Ke","Ononto, Akib J",,,
+CS,6350,002,,17,7,4,1,,,,,,,,,,,,,,"Nagar, Anurag","Ononto, Akib J",,,,
+CS,6350,M01,,10,5,,,,,,,,,,,,,,,,"Nagar, Anurag",,,,,
+CS,6360,001,,24,10,14,9,7,4,7,,,,,,,,,,,"Omer, Jalal S","Mohan, Sudharssan T","Song, Zihe",,,
+CS,6360,002,,18,4,8,4,1,,,,,,,,,1,,,,"Wu, Wei L","Wang, Guanghua",,,,
+CS,6360,501,,24,29,17,2,2,,,,,,,,,,,,,"Davis, Chris I","Saha, Pritom K",,,,
+CS,6363,001,,10,8,4,12,7,,,,,,,1,,,,1,,"Chitturi, Bhadrachalam",,,,,
+CS,6363,002,,9,20,24,6,4,,,,,,,,,,,1,,"Raichel, Benjamin A","Hossain, Md Billal",,,,
+CS,6363,003,,21,15,8,13,3,1,,,,,,,,,,3,,"Huynh, Dung T","Kamal, Minhas","Hossain, Md Billal","Rivera Sanchez, Cynthia M",,
+CS,6364,001,,31,24,5,7,2,,,,,,,,,,,,,"Harabagiu, Sanda M","Weinzierl, Maxwell A",,,,
+CS,6364,002,,22,17,14,12,1,,,,,,,,,1,,,,"Natarajan, Sriraam","Nanda, Souradeep",,,,
+CS,6364,501,,14,13,9,2,,,,,,,,,,,,,,"Min, Richard K","Bansal, Rishita",,,,
+CS,6375,002,,11,18,17,10,8,,1,,,,,,,,,1,,"Iyer, Rishabh K","Pham, Truong Q",,,,
+CS,6375,003,,20,7,9,9,6,4,4,,,,,3,,,,3,,"Gogate, Vibhav G","Malhotra, Brij Gulsharan",,,,
+CS,6375,004,,12,13,6,3,1,,,,,,,,,,,,,"Yang, Wei","Rathnasuriya, Ravishka S",,,,
+CS,6375,005,,22,5,,6,1,1,,,,,,,,,,,,"Maung, Crystal","Mao, Wei",,,,
+CS,6377,001,,3,,,1,2,2,,,,,,,,,,3,,"Desmedt, Yvo G",,,,,
+CS,6378,001,,12,7,2,6,3,,,,,,,1,,,,5,,"Mittal, Neeraj","Nik Khah, Arman",,,,
+CS,6382,001,,19,2,8,4,,,,,,,,,,,,,,"Du, Ding Z","Su, Ke",,,,
+CS,6390,001,,6,3,4,8,5,,1,,,,,,,,,1,,"Cobb, Jorge A","Li, Jia",,,,
+CS,6396,001,,3,5,4,,2,,,,,,,,,,,,,"Bastani, Farokh B","Hatfield, Cody R",,,,
+CS,7301,001,,28,,,,1,,,,,,,,,,,,,"Chen, Feng",,,,,
+CS,8V07,065,,,,,,,,,,,,,,,,,,13,"Khan, Latifur R",,,,,
+DANC,1305,001,8,26,,3,5,,1,,,,,,1,,,,,,"Johnson, Melissa A",,,,,
+DANC,1305,HN1,11,11,2,,,,1,,,,,,,,,,,,"Saba, Monica M",,,,,
+DANC,1310,001,15,13,4,3,4,1,,4,1,,2,,1,,,,,,"Callon, Cheryl",,,,,
+DANC,1310,0H1,32,8,,1,2,,1,3,,,1,,,,,,,,"De Jesus, Marquita S",,,,,
+DANC,1310,0H2,8,26,,,7,,1,2,,1,1,,1,,,,1,,"Duplantier, Hayley J",,,,,
+DANC,1310,0W1,3,36,,1,9,,,,,,,,,,,,,,"Johnson, Melissa A",,,,,
+DANC,2321,001,9,5,1,1,,,,1,,,,,1,,,,,,"Callon, Cheryl",,,,,
+DANC,2332,001,4,6,1,,2,,,,,,,,1,,,,,,"Johnson, Melissa A",,,,,
+DANC,2333,001,9,4,,1,1,,,1,,,,,,,,,,,"Johnson, Melissa A",,,,,
+DBUA,7411,SH1,,11,,,,,,,,,,,,,,,2,,"Sarkar, Sumit","Radhakrishnan, Suresh","Peng, Mike W","Zhang, Huibing","Murthi, B P","Janakiraman, Ganesh"
+DBUA,7412,SH1,,11,,,,,,,,,,,,,,,2,,"Mookerjee, Vijay S",,,,,
+DBUA,7413,SH1,,4,1,2,3,,,,,,,,,,,,,,"Zentner, Alejandro","Botcha, Sumana",,,,
+ECON,2301,001,18,25,7,10,25,5,9,12,2,2,4,2,4,,,,2,,"Ketsler, Luba","Chen, Meizhen",,,,
+ECON,2301,002,6,15,16,21,20,16,11,9,4,1,2,2,2,,,,1,,"Yue, Wanwan","Ansari, Reza",,,,
+ECON,2301,003,11,40,14,10,39,8,9,25,2,1,8,2,7,,,,2,,"Ketsler, Luba","Jones, Brandon S",,,,
+ECON,2301,004,3,3,5,6,4,2,3,5,4,6,1,,1,,,,1,,"Islam, Azharul",,,,,
+ECON,2301,501,13,2,2,2,6,,3,3,1,,4,,8,,,,4,,"Barua Soni, Prajyna P",,,,,
+ECON,2302,001,2,19,2,6,24,14,6,10,2,6,12,,9,,,,10,,"Grover, William C","Jones, Steven J",,,,
+ECON,2302,002,9,36,5,9,15,8,10,23,14,6,9,4,33,,,,15,,"Arce, Daniel G",,,,,
+ECON,2302,003,5,8,2,2,5,2,3,5,4,3,2,3,2,,,,2,,"Yue, Wanwan","Ansari, Reza","Javadi, Milad",,,
+ECON,2302,501,11,18,15,9,19,10,13,12,5,7,1,5,3,,,,1,,"Yue, Wanwan","Ansari, Reza","Javadi, Milad",,,
+ECON,3310,001,3,9,2,2,4,2,8,4,2,,2,,1,,,,,,"Yue, Wanwan","Ansari, Reza",,,,
+ECON,3310,501,,1,2,1,3,1,1,,,,1,,1,,,,1,,"Burton, Anne M","Hu, Taowen",,,,
+ECON,3311,001,3,9,8,3,3,,,,,,,,,,,,,,"Sul, Donggyu","Pandey, Abhishek",,,,
+ECON,3311,002,,2,3,5,3,,3,2,2,,2,,1,,,,,,"Granados, Camilo","Yu, Yiqun",,,,
+ECON,3312,001,3,2,2,,1,3,2,3,1,,,,1,,,,,,"Valcarcel, Victor J",,,,,
+ECON,3330,001,3,18,3,1,10,2,3,4,,,,,4,,,,1,,"Ketsler, Luba",,,,,
+ECON,3330,002,7,27,10,2,11,1,2,4,,,,,,,,,,,"Ketsler, Luba",,,,,
+ECON,3338,001,,7,5,1,5,2,1,2,,,,,,,,,1,,"Burton, Anne M",,,,,
+ECON,3381,001,2,8,7,4,11,1,3,6,2,1,2,,3,,,,,,"Grover, William C",,,,,
+ECON,4310,001,5,9,3,5,3,,,,,,,,,,,,,,"Arce, Daniel G",,,,,
+ECON,4320,001,,4,8,2,7,1,1,1,,,,,,,,,1,,"Giertz, Seth","Li, Zhuoqun",,,,
+ECON,4330,001,,1,9,3,4,6,1,,,,,1,,,,,,,"Giertz, Seth","Li, Zhuoqun",,,,
+ECON,4332,501,2,5,1,2,1,,3,2,,,,,,,,,,,"Murdoch, James C",,,,,
+ECON,4333,001,3,1,1,2,4,1,3,2,,,,,,,,,,,"Siqueira, Kevin J","Jin, Tong",,,,
+ECON,4345,001,2,12,5,7,6,2,,3,,,,,1,,,,1,,"Miller, Darwin W",,,,,
+ECON,4351,001,3,5,1,,2,3,2,1,,,3,,,,,,,,"Grover, William C",,,,,
+ECON,4355,001,6,5,3,4,1,5,,1,,,,,1,,,,1,,"Li, Dong","Mou, Hao",,,,
+ECON,4360,001,4,3,,2,2,1,3,3,,1,2,1,1,,,,1,,"Siqueira, Kevin J","Jin, Tong",,,,
+ECON,4386,001,13,4,1,2,1,1,,1,1,,1,,,,,,,,"Panovska, Irina B","Johra, Fatema Tuj",,,,
+ECON,6302,001,,9,1,2,,1,,,,,,,,,,,,,"Panovska, Irina B","Johra, Fatema Tuj",,,,
+ECON,6305,501,,7,1,2,2,,,,,,,,2,,,,1,,"Grover, William C",,,,,
+ECON,6331,551,,2,1,2,5,1,,,,,,,,,,,,,"Morales Leon, Maria C",,,,,
+ECON,7309,001,,7,3,,4,1,,,,,,,,,,,,,"Li, Dong","Mou, Hao",,,,
+ECS,1100,001,,243,,,30,,,6,,,,,7,,1,,1,,"Zhao, Yi",,,,,
+ECS,1100,002,,257,,,25,,,5,,,,,7,,,,1,,"Porter, Benjamin A","Nonso-Anyakwo, Kenny K","Adebayo, Oredola A","Deatherage, Joseph L","Perry, Jonathan J","Edwards, Shanae L"
+ECS,1100,003,,248,,,30,,,5,,,,,5,,,,,,"Porter, Benjamin A","Adebayo, Oredola A","Nonso-Anyakwo, Kenny K","Deatherage, Joseph L","Younis, Hazem Amr F","Perry, Jonathan J"
+ECS,1100,005,,148,,,20,,,3,,,,,5,,,,,,"Henderson, Rashaunda M","Adebayo, Oredola A","Nonso-Anyakwo, Kenny K","Deatherage, Joseph L",,
+ECS,1100,006,,251,,,26,,,8,,,,,8,,,,,,"McClain, Rebecca","Adebayo, Oredola A","Nonso-Anyakwo, Kenny K",,,
+ECS,1100,0L1,,29,,,4,,,1,,,,,2,,,,,,"Perry, Jonathan J",,,,,
+ECS,1100,0L2,,17,,,2,,,3,,,,,,,,,,,"Kumar, Pavan P","Edwards, Shanae L","Haider, Muhammad Luqman",,,
+ECS,1100,0L3,,35,,,1,,,,,,,,,,,,,,"Edwards, Shanae L",,,,,
+ECS,1100,5L1,,24,,,3,,,,,,,,1,,,,,,"Ocampo Diaz, Gerardo",,,,,
+ECS,1100,5L2,,9,,,2,,,,,,,,,,,,,,"Younis, Hazem Amr F",,,,,
+ECS,1100,5L3,,20,,,3,,,,,,,,,,,,,,"Haider, Muhammad Luqman",,,,,
+ECS,1100,5L4,,14,,,3,,,,,,,,,,,,,,"Birsan, Vlad I",,,,,
+ECS,2390,001,,,2,4,2,5,4,1,,1,,,,,,,,,"Crowder, Wade A",,,,,
+ECS,2390,002,,,,4,7,2,4,,,,,,2,,,,,,"Crowder, Wade A",,,,,
+ECS,2390,003,,,2,2,7,2,1,1,2,,1,,,,,,,,"Crowder, Wade A",,,,,
+ECS,2390,004,,1,2,3,3,3,2,2,2,,,,1,,,,,,"Crowder, Wade A",,,,,
+ECS,2390,005,1,7,7,1,2,1,,,,,,,,,,,,,"Mckee-Williams, Candie D",,,,,
+ECS,2390,006,11,3,1,2,2,,,,,,,,,,,,,,"Glauser, Janece B",,,,,
+ECS,2390,007,12,4,1,1,,1,,,,,,,,,,,,,"Glauser, Janece B",,,,,
+ECS,2390,008,,4,13,1,,1,,,,,,,,,,,,,"Mckee-Williams, Candie D",,,,,
+ECS,2390,009,16,2,1,,,,,,,,,,,,,,,,"Montgomery, Christina F",,,,,
+ECS,2390,010,,8,8,1,,,2,,,,,,,,,,,,"Mckee-Williams, Candie D",,,,,
+ECS,2390,011,4,6,6,,1,,1,,,,,1,,,,,,,"Skiles, Bradley W",,,,,
+ECS,2390,012,8,3,3,1,3,1,,,,,,,,,,,,,"Hernandez-Katz, Melissa M",,,,,
+ECS,2390,013,2,9,5,1,1,,1,,,,,,,,,,,,"Hernandez-Katz, Melissa M",,,,,
+ECS,2390,014,16,2,,,1,,,,,,,,,,,,,,"Henderson, Lacey J",,,,,
+ECS,2390,015,13,2,1,1,,1,1,,,,,,,,,,,,"Davis, Letitia A",,,,,
+ECS,2390,016,,2,3,3,3,1,1,3,,1,,1,1,,,,,,"Mathur, Shivika",,,,,
+ECS,2390,017,,3,5,3,4,,,2,,,,1,,,,,,,"Mathur, Shivika",,,,,
+ECS,2390,0H1,7,3,3,3,1,2,,,,,,,,,,,,,"Johnson, Janet L",,,,,
+ECS,2390,0H2,11,6,,,,1,,,,,,,1,,,,,,"Montgomery, Christina F",,,,,
+ECS,2390,0H3,,16,2,1,,,,,,,,,,,,,,,"Hartmann, Jonathan",,,,,
+ECS,2390,0H4,1,10,2,,3,3,,,,,,,,,,,,,"Hernandez-Katz, Melissa M",,,,,
+ECS,2390,0H5,,16,3,,,,,,,,,,,,,,,,"Hartmann, Jonathan",,,,,
+ECS,2390,0H6,,11,5,2,1,,,1,,,,,,,,,,,"Mckee-Williams, Candie D",,,,,
+ECS,2390,0H7,10,2,4,2,,,,1,,,,,,,,,,,"Glauser, Janece B",,,,,
+ECS,2390,0H8,12,4,1,,1,,1,,,,,,,,,,,,"Glauser, Janece B",,,,,
+ECS,2390,0H9,11,1,1,,,1,2,,1,,,,2,,,,,,"Glauser, Janece B",,,,,
+ECS,2390,0W1,,21,13,19,10,3,4,2,1,,1,1,4,,,,,,"Ryan, Christopher J",,,,,
+ECS,2390,0W2,,21,30,10,6,3,1,2,4,1,,,2,,,,,,"Ryan, Christopher J",,,,,
+ECS,2390,0W3,4,25,24,8,6,6,4,,,,,,3,,,,,,"Ryan, Christopher J",,,,,
+ECS,2390,0W4,7,30,25,8,3,1,2,1,2,,,,1,,,,,,"Scally, Deborah A",,,,,
+ECS,2390,0W5,,7,5,3,1,,,3,,,,,,,,,,,"Schlobohm, Maribeth L",,,,,
+ECS,2390,0W6,8,8,3,,,,,,,,,,,,,,,,"Schlobohm, Maribeth L",,,,,
+ECS,2390,0W7,3,5,3,3,2,2,1,,,,,,,,,,,,"Schlobohm, Maribeth L",,,,,
+ECS,2390,501,4,10,2,,3,,,,,,,,,,,,,,"Scally, Deborah A",,,,,
+ECS,2390,502,5,11,1,,1,,,,,,,,1,,,,,,"Scally, Deborah A",,,,,
+ECS,2390,503,,14,,1,2,,,2,,,,,,,,,,,"Scally, Deborah A",,,,,
+ECS,2390,504,,11,3,,2,,1,1,,,,,,,,,,,"Scally, Deborah A",,,,,
+ECS,2390,505,,3,3,4,3,2,2,,,,,2,,,,,,,"Moore, Lindsay E",,,,,
+ECS,2390,506,,4,,2,3,4,1,2,1,,,,1,,,,1,,"Moore, Lindsay E",,,,,
+ECS,2390,HN1,13,4,1,,1,,,,,,,,,,,,,,"King, Carie S",,,,,
+ECS,4392,001,,10,,,,,,,,,,,,,,,,,"Summers, Joshua D",,,,,
+ECSC,4V78,001,,,,,,,,,,,,,,19,,,,,"Stewart, Mary Ann C",,,,,
+ECSC,5177,001,,,,,,,,,,,,,,,,,,53,"Stewart, Mary Ann C",,,,,
+ECSC,5179,001,,,,,,,,,,,,,,,,,,28,"Stewart, Mary Ann C",,,,,
+ED,3314,001,3,4,5,2,,,1,,,,,,,,,,,,"Riddick, Danielle L",,,,,
+ED,3314,501,9,2,3,,,,,,,,,,,,,,,,"Riddick, Danielle L",,,,,
+ED,3315,0W1,,12,4,,2,,,,,,,,,,,,,,"Leek, Patricia A",,,,,
+ED,3315,0W2,,7,3,,2,,,,,,,,,,,,,,"Leek, Patricia A",,,,,
+ED,3339,0H1,,13,2,2,3,2,,1,1,1,,,,,,,,,"McNeel, Michele E",,,,,
+ED,3340,501,7,9,3,2,1,1,1,,,,,,,,,,,,"Le, Brenda",,,,,
+ED,3342,5H1,3,4,3,3,1,,,,,,,,1,,,,,,"Ashmore, Barbara A",,,,,
+ED,3345,0W1,,11,4,3,1,2,1,1,,,,1,1,,,,,,"McNeel, Michele E",,,,,
+ED,4301,0W1,5,3,2,1,1,,2,1,1,,,,1,,,,1,,"Simpson, Carrie M",,,,,
+ED,4343,5H1,9,4,3,,,,,,,,,,,,,,,,"Hennessy, Emily T",,,,,
+ED,4344,501,2,4,2,1,1,1,,,,,,,,,,,,,"Huisman, Ingrid",,,,,
+ED,4351,001,15,6,6,2,,1,,,,,,,,,,,,,"Davis, Renee",,,,,
+ED,4351,501,8,7,4,2,,,,1,,,,,,,,,,,"Davis, Renee",,,,,
+ED,4352,001,,,2,6,5,7,2,,1,1,,,1,,,,,,"McNeel, Michele E",,,,,
+ED,4353,501,10,4,,1,,,,,,,,,,,,,,,"Brooks, Lori",,,,,
+ED,4357,001,,10,4,,,1,,,,,,,1,,,,,,"Leek, Patricia A",,,,,
+ED,4361,501,7,3,2,,,,,,,,,,,,,,,,"Friedman, Meredith K",,,,,
+ED,4363,001,,17,1,,2,,1,1,,,1,,1,,,,,,"Leek, Patricia A",,,,,
+ED,4372,0W1,5,7,6,2,4,2,,1,,,,,,,,,,,"Christensen, Rhonda",,,,,
+EE,1100,001,33,7,6,5,2,1,,,,,,,,,,,,,"Ahmed, Shaheen","Habibi Dehsheikhi, Mostafa","Eroglu, Omer",,,
+EE,1100,002,29,13,3,4,3,,2,1,,,1,,4,,,,,,"Ahmed, Shaheen","Eroglu, Omer","Habibi Dehsheikhi, Mostafa",,,
+EE,1202,001,11,13,15,6,10,5,4,4,2,1,,1,,,,,,,"Abulaiha, Haifa","Dhole, Sameer R","Nayemuzzaman, Sk",,,
+EE,2301,001,1,5,,,2,,,3,1,,2,,1,,,,,,"Lee, Gil S","Neelapureddy, Uttam Reddy",,,,
+EE,2301,002,,8,,1,,,2,3,,,2,,1,,,,,,"Fahimi, Babak","Rafiei, Vahid",,,,
+EE,2301,003,3,8,3,,8,,4,3,,,,,2,,,,,,"Friedman, Joseph S","Qi, Tianxi",,,,
+EE,2310,001,,11,4,6,2,4,2,3,2,,1,,1,,,,1,,"Abulaiha, Haifa","Brigner, Wesley H","Karanika, Athanasia","Dhole, Sameer R","Nayemuzzaman, Sk",
+EE,2310,002,4,8,4,7,4,3,2,1,2,,4,,,,,,1,,"Abulaiha, Haifa","Karanika, Athanasia","Brigner, Wesley H","Dhole, Sameer R","Nayemuzzaman, Sk",
+EE,3161,051,4,10,5,4,4,1,,,,,,,,,,,,,"Mezenner, Rabah","Islam, Farzana",,,,
+EE,3161,091,,3,7,5,8,2,,,,,,1,2,,,,,,"Mezenner, Rabah","Islam, Farzana",,,,
+EE,3201,001,5,17,3,1,,2,,,,,1,,,,,,1,,"Nikoubin Boroujeni, Tooraj","Jain, Dipali D","Abbasnia, Alma","Duraisamy Swamikannan, Lena",,
+EE,3201,002,2,12,2,2,,,1,,,,1,,,,,,,,"Nikoubin Boroujeni, Tooraj","Jain, Dipali D","Abbasnia, Alma","Duraisamy Swamikannan, Lena",,
+EE,3202,002,3,9,9,,4,,1,2,,,1,,,,,,,,"Overzet, Lawrence J","Tayeb Naimi, Shideh","Koech, Mercy C","Showrov, Md Shadman Sakib",,
+EE,3202,003,,7,1,9,,1,,3,,,,,1,,,,,,"Kiasaleh, Kamran","Mahbub, Mohammed Nahiyan","Kazemikia, Danial","Showrov, Md Shadman Sakib",,
+EE,3302,001,1,3,2,3,3,4,4,2,2,,,,8,,,,,,"Busso Recabarren, Carlos A","Mote, Pravin C",,,,
+EE,3302,002,2,12,,4,8,6,4,2,,,,,2,,,,,,"Fumagalli, Andrea","Rahim, Muhammad Ridwanur",,,,
+EE,3310,001,,9,,,7,,,1,,,2,,,,,,1,,"Dutta, Sourav","Parvez, Mohammad Salman",,,,
+EE,3310,002,,5,9,5,5,3,2,4,,,,,3,,,,,,"Pourkamali Anaraki, Siavash","Daneshnazar, Milad",,,,
+EE,3311,001,1,5,,2,4,4,,2,2,,,,1,,,,,,"Lee, Gil S","Neelapureddy, Uttam Reddy",,,,
+EE,3311,002,,5,4,7,3,2,3,1,4,1,,,4,,,,,,Kenneth K,"Sosa Portillo, Walter E",,,,
+EE,3320,001,4,2,4,2,2,5,2,,1,,,,,,,,1,,"Pedram, Hossein","Kamalzadeh, Moojan",,,,
+EE,3320,002,3,17,2,,2,,4,,2,,,,,,,,,,"Nikoubin Boroujeni, Tooraj","Kumar, Hiranya Garbha",,,,
+EE,3320,003,5,3,2,1,1,,2,,3,1,1,5,2,,,,,,"Nourani, Mehrdad","Hashemi Esmaeilabad, Seyed Saeed",,,,
+EE,4201,001,,17,,,,,,,,,,,1,,,,,,"Tamil, Lakshman S",,,,,
+EE,4202,001,,16,,,,,,,,,2,,,,,,1,,"Henderson, Rashaunda M","Saha, Nabanita",,,,
+EE,4301,001,1,7,1,3,8,2,1,1,,,,,1,,,,1,,"Heins, Matthew S","Jones, Colby W",,,,
+EE,4301,002,2,10,3,2,5,6,3,1,1,,1,,1,,,,1,,"Heins, Matthew S","Jones, Colby W",,,,
+EE,4304,001,,3,,2,1,2,,,1,1,,,,,,,1,,"Makris, Georgios","Kontarinis, Apostolos",,,,
+EE,4304,501,,11,2,2,2,1,,,,,,,1,,,,1,,"Shamsi, Kaveh","Kontarinis, Apostolos",,,,
+EE,4310,001,1,8,5,3,8,6,9,6,7,1,,,4,,,,,,"Abbas, Waseem","Yao, Yifan",,,,
+EE,4330,001,7,14,12,7,2,1,,,1,,,,,,,,,,"Young, Chadwin D","Parvez, Mohammad Salman",,,,
+EE,4340,001,2,10,5,1,10,6,1,,2,,,,1,,,,4,,"Ma, Dongsheng","Ghosh, Prosenjit Kumar",,,,
+EE,4361,001,2,1,1,1,2,2,1,2,,,,,2,,,,4,,"Panahi, Issa M","Zahedi Moghaddam, Javad",,,,
+EE,4363,001,6,10,8,7,7,7,5,,2,1,,,2,,,,9,,"Gardner, Matthew","Khan, Salek A",,,,
+EE,4365,001,,7,7,9,9,2,3,,1,,,,,,,,,,"Saquib, Mohammad","Qazi, Srijeet S",,,,
+EE,4368,001,1,8,3,1,3,2,3,1,1,,1,,2,,,,1,,"Lehmann, Randall E","Lin, Jia-Cong",,,,
+EE,4370,001,4,14,3,3,5,2,,1,,,,,2,,,,2,,"Swartz, William P","Ezechukwu, Dismas N","Delaram, Zeinab",,,
+EE,4370,002,6,3,6,,2,3,2,1,,,,,,,,,1,,"Pedram, Hossein","Delaram, Zeinab",,,,
+EE,4388,001,4,21,,,,,,,,,,,,,,,,,"Tacca, Marco",,,,,
+EE,4388,002,2,12,,,,1,,,,,,,,,,,,,"Tacca, Marco",,,,,
+EE,4388,005,,12,1,,,2,,1,,,,,,,,,,,"Skinner, Neal G",,,,,
+EE,4389,001,,20,8,2,,,,,,,,,,,,,,,"Tacca, Marco",,,,,
+EE,4391,001,,7,,1,4,1,2,1,1,,,,,,,,,,"Overzet, Lawrence J","Tayeb Naimi, Shideh","Tayab, Sahanah",,,
+EECT,6325,501,,10,10,5,3,3,,1,,,,,,,,,,,"Sechen, Carl M","Feng, Jinkun","Wick, Lucas M",,,
+EECT,6326,001,,9,13,3,,,,,,,,,1,,,,,,"Liu, Jin","Shen, Shilong",,,,
+EECT,6378,001,,5,6,1,,,,,,,,,,,,,,,"Lee, Hoi","Yao, Yifan",,,,
+EEDG,5325,501,,26,,,1,,,,,,,,,,,,1,,"Swartz, William P","Qazi, Srijeet S",,,,
+EEDG,6301,001,,11,1,1,2,1,,3,,,,,1,,,,,,"Swartz, William P","Guo, Bin",,,,
+EEDG,6302,001,,6,2,,2,,,,,,,,,,,,,,"Nikoubin Boroujeni, Tooraj","Hashemi Esmaeilabad, Seyed Saeed",,,,
+EEDG,6304,001,,3,4,1,2,,,,,,,,,,,,,,"Pedram, Hossein","Delaram, Zeinab","Daneshnazar, Milad",,,
+EEDG,6370,001,,9,10,2,,,,,,,,,,,,,,,"Carrion Schaefer, Benjamin",,,,,
+EEGR,6316,002,,8,5,3,,1,,,,,,,,,,,,,"Heins, Matthew S","Abedin Khan, Mushfiqul",,,,
+EEGR,8V70,011,,,,,,,,,,,,,,,,,,10,"Hansen, John H",,,,,
+EEGR,8V70,021,,,,,,,,,,,,,,,,,,12,"Fahimi, Babak",,,,,
+EEGR,8V70,191,,,,,,,,,,,,,,,,,,12,"Ghassemi, Mona",,,,,
+EEMF,6322,001,,4,6,3,2,,,,,,,,,,,,,,"Pourkamali Anaraki, Siavash","Tayab, Sahanah",,,,
+EEPE,6354,001,,20,3,4,,1,,,,,,,1,,,,,,"Akin, Bilal","Jena, Sritam","C N, Muhammed Ajmal",,,
+EERF,6311,001,,5,1,3,3,1,,,,,,,1,,,,2,,"Saad, Ricardo E","Sah, Pallav Kumar",,,,
+EERF,6394,001,,12,1,2,,,1,,,,,,,,,,,,"Mahbub, Ifana","Patwary, Adnan B",,,,
+EERF,6395,001,,7,3,,1,,,,,,,,,,,,,,"Lehmann, Randall E",,,,,
+EERF,6396,001,,8,1,1,,,,,,,,,,,,,,,"Lehmann, Randall E","Lin, Jia-Cong",,,,
+EESC,6340,001,,8,4,5,,,,,,,,,,,,,,,"Fumagalli, Andrea",,,,,
+EESC,6349,001,,,3,4,,1,1,,,,,,,,,,2,,"Minn, Hlaing","Uddin, Mohammed Belal",,,,
+EESC,6360,501,,4,2,3,1,,,,,,,,1,,,,1,,"Panahi, Issa M","Zahedi Moghaddam, Javad",,,,
+ENGR,2300,001,3,17,3,,6,3,8,4,,,,,,,,,,,"Ali, Mohammed Z","Tasnim, Nafisa Zarrin","Guo, Bin",,,
+ENGR,2300,002,5,7,7,4,3,1,2,1,4,2,2,,2,,,,2,,"Al-Dhahir, Naofal M","Imam, Omar Tawhid",,,,
+ENGR,2300,003,,1,5,3,11,5,4,5,4,,,,4,,,,1,,"Mezenner, Rabah","Rana, Lila",,,,
+ENGR,2300,004,,2,6,6,13,7,8,6,2,2,,,3,,,,,,"Mezenner, Rabah","Abedin Khan, Mushfiqul","Mote, Pravin C",,,
+ENGR,2300,005,2,14,1,2,8,,1,7,2,,4,,,,,,,,"Lee, Jung S","Podder, Prajoy",,,,
+ENGR,3300,001,1,15,,1,11,,1,8,4,,2,,1,,,,,,"Lee, Jung S","Xie, Hao",,,,
+ENGR,3300,002,,8,,,9,,1,5,5,,15,,,,,,1,,"Lee, Jung S","Qi, Tianxi","Gomathinayakam Latha, Aparaajitha",,,
+ENGR,3300,003,2,1,4,2,1,4,1,2,3,,2,,5,,,,1,,"Shihab, Rafiul Hossain","Sezer, Mustafa Murat",,,,
+ENGR,3300,005,16,2,3,3,2,3,1,1,6,,2,3,2,,,,,,"Saad, Ricardo E","Murshed, Abu H","Uddin, Mohammed Belal",,,
+ENGR,3300,007,,9,6,2,5,4,3,5,3,1,,,2,,,,3,,"Gelb, Lev D","Smith, Connor V",,,,
+ENGR,3300,008,1,8,4,2,2,3,5,3,2,,5,4,2,,,,3,,"Thamban, P L Stephan","Rafiei, Vahid",,,,
+ENGR,3341,001,9,3,6,4,3,6,2,1,3,,1,5,,,,,1,,"Fonseka, John P","Hewawaduge, Dhanushki B",,,,
+ENGR,3341,002,1,18,2,2,9,2,1,4,,,,,,,,,3,,"Ali, Mohammed Z","Rahman, Md Yekra",,,,
+ENGR,3341,003,7,7,3,7,4,3,2,1,1,,,5,,,,,4,,"Fonseka, John P","Hewawaduge, Dhanushki B",,,,
+ENGR,3341,004,1,19,,2,8,3,3,15,1,,,1,1,,,,1,,"Ali, Mohammed Z","Showrov, Md Shadman Sakib",,,,
+ENGR,3341,005,4,5,6,3,3,3,2,3,1,,1,,9,,,,2,,"Nosratinia, Aria","Zahedi Moghaddam, Javad",,,,
+ENGR,3341,006,3,15,2,7,4,1,1,7,,,,,1,,,,2,,"Ali, Mohammed Z","Rahman, Md Yekra",,,,
+ENGY,3340,001,,11,2,2,2,,,,,,,,,,,,,,"Sibley, Daniel C","Thota, Saranya",,,,
+ENGY,6330,501,,30,16,,,,,,,,,,,,,,,,"Sibley, Daniel C",,,,,
+ENTP,3301,001,,1,3,3,15,12,4,10,,,,,,,,,,,"Kimzey, Jackie R",,,,,
+ENTP,3301,002,,,7,,12,7,1,7,4,,,,,,,,,,"Kimzey, Jackie R",,,,,
+ENTP,3301,004,1,3,7,2,7,7,6,2,8,1,,,,,,,,,"Kim, Sangyun","Yan, Xinyu",,,,
+ENTP,3301,005,,4,3,7,3,3,4,2,3,1,2,,1,,,,1,,"Kim, Sangyun","Yan, Xinyu",,,,
+ENTP,3301,006,4,9,16,13,9,3,1,,,,,,1,,,,2,,"Nichols, Paul M",,,,,
+ENTP,3301,0W1,,18,,,29,,,1,,,,,,,,,1,,"Pedigo, Madison F",,,,,
+ENTP,3360,002,,,1,1,3,1,,1,2,,1,,,,,,,,"Baranchuk, Nina","Liu, Jiabin",,,,
+ENTP,4311,001,,7,5,2,1,,,,1,,,,1,,,,1,,"Sharma, Neeru M",,,,,
+ENTP,4330,001,,,3,2,6,,3,3,,,,,,,,,,,"Buchwald, Jon R",,,,,
+ENTP,4340,501,,3,26,16,12,7,4,,3,,,,,,,,3,,"Wright, Robert G","Fickel, Mary","Chelakalapally, Srikesh K",,,
+ENTP,4350,001,,23,,,10,,,4,,,,,,,,,,,"Marcus-Rehtmeyer, Carol","Shekhar, Lokesh",,,,
+ENTP,4360,001,,10,15,7,2,2,1,,2,,,,,,,,,,"Choi, Emily","Sundararajan, Gowrishankar",,,,
+ENTP,4398,001,1,3,,2,3,4,,,,,,,,,,,,,"Chambers, Bryan D",,,,,
+ENTP,6370,0W1,,4,7,4,16,8,,1,,,,,,,,,,,"Kimzey, Jackie R","Huang, Zhangfan",,,,
+ENTP,6370,501,,9,5,2,,3,,1,,,,,,,,,,,"Nichols, Paul M",,,,,
+ENTP,6375,001,,4,6,9,1,1,,,,,,,,,,,,,"Shermon, Anavir","Huang, Zhangfan",,,,
+ENTP,6375,0W1,,3,8,3,8,,2,2,,,,,2,,,,1,,"Shah, Rajiv R","Hanchinal, Aditya A",,,,
+ENTP,6375,501,,3,4,3,,,,,,,,,,,,,,,"Shermon, Anavir","Huang, Zhangfan",,,,
+ENTP,6375,502,,2,5,2,3,,2,,,,,,,,,,,,"Shermon, Anavir","Huang, Zhangfan",,,,
+ENTP,6380,501,,3,6,6,1,2,1,1,,,,,,,,,,,"Nichols, Paul M",,,,,
+ENTP,6388,501,,1,1,7,3,,,,,,,,,,,,,,"Shah, Rajiv R","Kumar, Sai",,,,
+ENVR,2302,001,3,6,9,3,2,2,,,1,,,,2,,,,,,"Drouillard, Matthew J","Rahman, Mahbubur",,,,
+ENVR,2302,0W1,23,10,4,4,3,2,3,4,2,,,1,1,,,,1,,"Ahmed, Md. Nakir","Osondu, Stanley E",,,,
+EPCS,2200,001,6,26,11,5,3,4,,,2,,1,,,,,,,,"Aird, Jeanie A",,,,,
+EPCS,2200,002,13,17,15,4,5,3,,,1,,,,,,,,2,,"Aird, Jeanie A",,,,,
+EPCS,3200,001,5,6,1,1,1,1,,,,,,,,,,,,,"Aird, Jeanie A",,,,,
+EPCS,3200,002,3,11,1,2,,,,1,,,,,,,,,1,,"Aird, Jeanie A",,,,,
+EPPS,1110,001,38,6,,4,4,1,2,1,1,1,1,2,2,,,,,,"Sharman, Whitney",,,,,
+EPPS,1110,002,42,6,9,3,2,1,1,,,,1,,3,,,,,,"Gutierrez, Alejandra",,,,,
+EPPS,1110,0L1,13,1,1,2,1,,,1,,,,1,3,,,,,,"Rollerson, Sheila D",,,,,
+EPPS,2301,001,3,6,5,4,6,3,2,2,1,,,,2,,,,,,"Peressotti, Giuseppe",,,,,
+EPPS,2301,002,9,8,10,6,7,4,1,3,2,2,,,,,,,,,"Dao, Minh T",,,,,
+EPPS,2301,0W1,10,4,6,5,4,11,2,6,6,4,,1,8,,1,,1,,"Kosiewicz, Holly","Sarker, Poulami",,,,
+EPPS,2302,001,5,4,4,,2,,1,,,,,,1,,,,1,,"Adeuga, Adewole M",,,,,
+EPPS,2302,002,18,11,1,,6,1,1,1,,,,,,,,,,,"Bray, Timothy M","Jeong, Dohyo",,,,
+EPPS,2307,001,,,2,2,2,2,1,3,1,,2,,1,,,,,,"Rahman, Muhammad T","Stout, Brennan J",,,,
+EPPS,6302,001,,10,10,1,7,,,,,,,,,,,,,,"Ho, Ka-Yiu","Chan, Chun Man",,,,
+EPPS,6313,001,,5,8,5,2,1,,,,,,,,,,,1,,"Zhang, Pengfei","Zhao, Xingyuan",,,,
+EPPS,6313,501,,19,3,1,4,1,,1,,,,,1,,,,,,"Bray, Timothy M",,,,,
+EPPS,6313,502,,7,2,4,1,,,,,,,,,,1,,,,"Gorina, Eugenia","Lee, Moonsoo",,,,
+EPPS,6316,501,,2,2,,3,1,1,2,,,,,,,,,1,,"Tiefelsdorf, Michael R","Dong, Fangchao",,,,
+EPPS,6317,501,,6,3,,1,,,,,,,,,,,,,,"Chastain, Bryan J","Lyu, Haitao",,,,
+EPPS,6356,501,,26,8,6,2,1,,,,,,,,,,,,,"Ho, Ka-Yiu","Zhao, Xingyuan",,,,
+EPPS,7313,501,,6,3,5,3,1,,,,,,,,,,,1,,"Kim, Dohyeong","Hahm, Kristine J",,,,
+EPPS,7370,001,,5,6,2,1,,,,,,,,,,,,,,"Brandt, Patrick T",,,,,
+FILM,1303,001,2,11,13,5,3,1,,,1,,,,1,,,,,,"Okwulogu, Maureen",,,,,
+FILM,1303,002,28,4,3,1,1,,,,,,1,1,1,,,,,,"Martinez Ochoa, Angelica M",,,,,
+FILM,1303,003,2,2,4,3,6,,,,,1,3,,4,,,,,,"Berger, Hanno",,,,,
+FILM,1303,004,17,8,4,4,2,,,,2,,,1,1,,,,1,,"Martinez Ochoa, Angelica M",,,,,
+FILM,2332,001,14,12,5,1,1,2,2,1,,1,,,,,,,,,"Cooper, Dalton W",,,,,
+FILM,2332,002,11,17,3,,3,1,,1,2,,,,,,,,2,,"Shows, Gregory S",,,,,
+FILM,2332,003,15,16,6,,1,,,1,,,,,,,,,,,"Mahan, Mazyar",,,,,
+FILM,2332,004,,7,14,5,7,2,2,,,,1,2,,,,,,,"Ivey, Tinamarie",,,,,
+FILM,2332,0W1,1,14,15,5,1,1,,1,2,,,,3,,,,1,,"Miles, Caitlin M","Faali, Amine","Hay, Celia",,,
+FILM,2332,0W2,2,11,15,6,5,2,,3,,1,,1,,,,,1,,"Miles, Caitlin M","Faali, Amine","Hay, Celia",,,
+FILM,2332,HN1,5,8,8,4,,,,,,,,,,,,,,,"McLean, Adrienne L",,,,,
+FILM,3325,001,10,12,6,3,1,1,1,,,,,,1,,,,,,"Wellborn, Brecken H",,,,,
+FILM,3342,001,,3,12,7,2,1,,1,,,,,3,,,,,,"Imaoka, Laura B",,,,,
+FIN,3300,001,5,17,13,6,7,5,4,2,,,,,,,,,,,"Hu, Jiawei",,,,,
+FIN,3305,001,1,3,1,1,1,3,6,5,4,2,3,1,1,,,,2,,"Guttery, Randall","Thota, Saranya",,,,
+FIN,3305,002,2,6,7,,4,3,2,1,3,,,1,2,,,,,,"Lowrance, Daniel S",,,,,
+FIN,3305,003,2,7,4,5,4,3,2,1,4,3,,2,,,,,,,"Guttery, Randall","Thota, Saranya",,,,
+FIN,3320,001,4,9,6,8,4,9,6,6,1,,1,,2,,,,3,,"Park, Taeyoung",,,,,
+FIN,3320,002,7,9,4,2,11,15,,11,2,,1,,,,,,1,,"Xiao, Wenjing","Jarugu, Rajeshwar",,,,
+FIN,3320,003,4,14,9,8,11,3,,9,3,,,,,,,,2,,"Xiao, Wenjing","Jarugu, Rajeshwar",,,,
+FIN,3320,004,4,2,5,2,5,6,3,1,7,4,3,6,4,,,,6,,"Gurun, Ayfer","Shah, Shubham Ajaykumar",,,,
+FIN,3320,005,,10,13,9,9,4,12,1,2,,,,,,,,3,,"Xiao, Chong","Sadeghi, Ali",,,,
+FIN,3320,006,,9,20,7,12,5,4,3,1,,,,,,,,2,,"Xiao, Chong","Sadeghi, Ali",,,,
+FIN,3320,007,3,2,5,2,5,6,7,5,2,2,4,6,3,,,,5,,"Gurun, Ayfer","Shah, Shubham Ajaykumar",,,,
+FIN,3320,008,1,9,10,6,8,9,10,4,,,,,,,,,1,,"Harit, Tuhin",,,,,
+FIN,3320,009,14,4,6,9,2,5,5,7,2,2,,,2,,,,2,,"Kurucak, Abdurrahman",,,,,
+FIN,3320,010,15,3,7,2,4,6,1,8,7,3,,,3,,,,1,,"Kaur, Dupinderjeet","Rane, Manas Mukesh",,,,
+FIN,3320,012,,6,11,7,8,5,2,8,4,2,1,,1,,,,4,,"El-Ashmawi, Amal H",,,,,
+FIN,3320,013,,8,2,5,6,8,3,5,3,1,4,3,1,,,,9,,"El-Ashmawi, Amal H",,,,,
+FIN,3320,014,3,3,4,12,8,4,11,4,,3,3,,1,,,,1,,"Bachani, Girish V",,,,,
+FIN,3320,501,3,2,4,4,2,10,4,5,5,2,3,4,2,,,,2,,"Baranchuk, Nina","Liu, Jiabin",,,,
+FIN,3340,501,3,6,5,18,30,3,6,,,,,,,,,,,,"Lewin, Peter",,,,,
+FIN,3350,001,6,6,1,15,5,2,5,3,,,,,,,,,1,,"Rivera Mesias, Alejandro","Mei, Zhiming",,,,
+FIN,3350,002,7,5,5,11,6,1,2,4,3,,,,1,,,,1,,"Rivera Mesias, Alejandro","Mei, Zhiming",,,,
+FIN,3360,001,1,1,4,9,12,12,4,5,4,,1,,1,,,,,,"Baranchuk, Nina","Liu, Jiabin",,,,
+FIN,3360,002,,3,1,4,4,4,8,3,3,,2,1,1,,,,,,"Baranchuk, Nina","Liu, Jiabin",,,,
+FIN,3365,501,1,4,3,3,3,,1,,,,1,,,,,,,,"Zale, Daniel B",,,,,
+FIN,3370,001,1,8,7,8,3,3,3,1,,,1,1,,,,,,,"Ravindran, Kannoo","Perum, Mounika",,,,
+FIN,3370,002,4,9,16,14,4,1,1,3,,1,,,,,,,,,"Haynes, Steven","Nguyen, Dung T",,,,
+FIN,3380,001,,4,8,3,3,9,13,2,6,6,1,4,2,,,,1,,"Gurun, Ayfer","Shah, Shubham Ajaykumar",,,,
+FIN,3390,001,12,7,6,6,7,3,5,4,,4,,,5,,,,1,,"Kaur, Dupinderjeet","Rane, Manas Mukesh",,,,
+FIN,3390,004,15,7,6,7,2,4,3,4,5,3,,,1,,,,1,,"Kaur, Dupinderjeet","Rane, Manas Mukesh",,,,
+FIN,3390,005,3,8,10,7,8,8,,,,,,,1,,,,,,"Pang, Hao","Ghorbani, Elham",,,,
+FIN,3390,006,3,8,11,7,8,8,,,,,,,1,,,,1,,"Pang, Hao","Ghorbani, Elham",,,,
+FIN,3395,501,8,11,4,6,4,5,2,2,,2,,1,,,,,2,,"Smith, Matthew J",,,,,
+FIN,4080,001,,,,,,,,,,,,,,10,,,,,"Nishi, Hirofumi",,,,,
+FIN,4080,091,,,,,,,,,,,,,,28,,,,,"Nishi, Hirofumi",,,,,
+FIN,4300,001,13,11,9,3,8,1,2,1,,,,,,,,,,,"Hamzeh, Alireza",,,,,
+FIN,4300,002,,6,,3,3,,,2,,,2,3,,,,,2,,"Wei, Kelsey D","Zhong, Yaxin",,,,
+FIN,4300,003,,18,8,11,9,,1,,,,,,,,,,,,"Nguyen, Nam H",,,,,
+FIN,4300,004,,2,3,3,3,3,,4,3,3,2,2,1,,,,3,,"Wei, Kelsey D","Zhong, Yaxin",,,,
+FIN,4303,001,2,4,4,9,10,3,2,1,1,,1,,1,,,,1,,"Ballew, Gregory","Shah, Shubham Ajaykumar",,,,
+FIN,4307,001,,15,1,5,9,5,,3,2,,,,1,,,,4,,"Xiao, Wenjing","Jarugu, Rajeshwar",,,,
+FIN,4310,001,3,6,10,12,7,3,2,1,,,,,,,,,1,,"Meier, Jean-Marie A","Wu, Jie",,,,
+FIN,4310,002,5,5,9,10,8,5,2,1,,1,,,,,,,2,,"Meier, Jean-Marie A","Wu, Jie",,,,
+FIN,4310,003,2,2,8,5,11,9,2,4,3,1,,,1,,,,,,"Anderson, Frank W",,,,,
+FIN,4310,501,3,7,2,6,7,3,2,2,2,,2,,2,,,,1,,"Anderson, Frank W",,,,,
+FIN,4321,5H1,,2,,,5,,,6,,,,,,,,,,,"Hedgecock, Blake",,,,,
+FIN,4331,001,8,1,3,1,3,3,2,2,2,,,,,,,,,,"Kaplan, Larry S",,,,,
+FIN,4333,001,,1,13,3,,1,,,,,,,,,,,1,,"Haynes, Steven","Nguyen, Dung T",,,,
+FIN,4345,001,,29,12,4,5,1,,1,1,,,,,,,,2,,"Ma, Liping","Fan, Zijia",,,,
+FIN,4351,002,,6,11,8,4,3,,1,,,,,,,,,,,"Haynes, Steven","Nguyen, Dung T",,,,
+FIN,4380,001,,8,,4,4,,,,,,,,,,,,,,"Rebello, Michael J",,,,,
+FIN,4395,001,,1,2,3,3,3,3,4,2,,,,,,,,1,,"Kieschnick, Robert L",,,,,
+FIN,4395,002,,1,2,3,2,4,3,,1,,,,1,,,,2,,"Kieschnick, Robert L",,,,,
+FIN,4V80,093,,,,,,,,,,,,,,12,,,,,"Nishi, Hirofumi",,,,,
+FIN,6253,X01,,12,2,2,2,,1,,,,,,,,,,,,"Reichert, Carolyn A",,,,,
+FIN,6301,001,,6,5,6,8,5,4,1,,,,,2,,,,2,,"Xu, Yexiao","Chai, Maoyuan",,,,
+FIN,6301,002,,23,8,2,6,,3,,,,,,4,,,,1,,"Nishi, Hirofumi","Chakravarthula, Komal",,,,
+FIN,6301,0W1,,17,5,3,5,6,7,6,,,,,6,,,,2,,"Nishi, Hirofumi","Chakravarthula, Komal",,,,
+FIN,6301,GW1,,17,1,1,4,2,,1,,,,,,,,,1,,"Reichert, Carolyn A",,,,,
+FIN,6301,MBC,,15,5,4,16,,2,3,,,,,,,,,,,"Reichert, Carolyn A",,,,,
+FIN,6307,0W1,,8,8,3,5,1,1,3,,,,,,,,,1,,"Ma, Liping","Fan, Zijia",,,,
+FIN,6307,501,,10,6,5,7,4,2,2,,,,,,,,,1,,"Ma, Liping","Fan, Zijia",,,,
+FIN,6308,0W1,,14,22,5,3,2,2,1,,,,,,,,,,,"Lewin, Peter",,,,,
+FIN,6310,501,,4,10,8,1,3,,1,,,,,,,,,,,"Zhang, Huibing","Fan, Lin",,,,
+FIN,6318,001,,10,5,11,7,5,3,1,,,,,2,,,,,,"Xu, Yexiao","Chai, Maoyuan",,,,
+FIN,6318,002,,17,5,11,6,7,1,1,,,,,1,,,,1,,"Xu, Yexiao","Chai, Maoyuan",,,,
+FIN,6321,0W1,,35,4,1,,,,,,,,,,,,,,,"Lynch, Julie","Chakravarthula, Komal",,,,
+FIN,6325,001,,6,3,4,3,1,1,,,,,,,,,,,,"Rivera Mesias, Alejandro","Mei, Zhiming",,,,
+FIN,6352,501,,3,4,6,1,,,,,,,,1,,,,2,,"Von Drathen, Christian","Bhave, Isha S",,,,
+FIN,6356,501,,3,1,3,3,,,,,,,,,,,,,,"Von Drathen, Christian",,,,,
+FIN,6360,001,,11,1,1,3,1,,,,,,,,,,,,,"Kaur, Dupinderjeet","Rane, Manas Mukesh",,,,
+FIN,6360,0W1,,8,10,7,5,,,1,,,,,,,,,1,,"Zhao, Feng","Fan, Lin",,,,
+FIN,6362,001,,9,21,7,,,,,,,,,,,,,1,,"Ravindran, Kannoo","Bhave, Isha S",,,,
+FIN,6V98,001,,,,,,,,,,,,,,,,,,18,"Reichert, Carolyn A",,,,,
+FREN,1311,001,3,,4,2,,1,1,,,,,1,,,,,,,"Bichara, Mary A",,,,,
+FTEC,6302,F01,,7,6,,,,,,,,,,,,,,1,,"Gurun, Umit G",,,,,
+FTEC,6310,F01,,1,8,4,,,,,,,,,,,,,,,"Scott, James",,,,,
+FTEC,6312,F01,,3,8,2,1,2,,,,,,,,,,,,,"Kieschnick, Robert L",,,,,
+FTEC,6313,F01,,14,,1,,,,,,,,,,,,,,,"Song, Liugen",,,,,
+FTEC,6320,F01,,8,,,4,1,,,,,,,,,,,,,"Ma, Liping",,,,,
+FTEC,6V99,F01,,2,15,,,,,,,,,,,,,,,,"Haynes, Steven",,,,,
+FTEC,6V99,F03,,,14,,,,,,,,,,,,,,,,"Kieschnick, Robert L",,,,,
+FTEC,6V99,F04,,13,,,,,,,,,,,,,,,1,,"Zemoodeh, Amir",,,,,
+GEOG,2302,001,2,3,5,1,4,1,,,,1,,,,,,,,,"Drouillard, Matthew J","Rahman, Mahbubur",,,,
+GEOG,2302,0W1,16,8,7,,5,3,1,2,,1,5,1,2,,,,,,"Ahmed, Md. Nakir","Osondu, Stanley E",,,,
+GEOG,2303,001,8,11,6,,4,1,,7,,,,,,,,,,,"Conway, Crystal M",,,,,
+GEOG,2303,0W1,5,20,10,8,7,3,,1,1,,2,,2,,,,1,,"Rahman, Muhammad T","Davenport, Miranda J",,,,
+GEOG,3331,001,4,,2,,5,1,1,1,,1,1,,,,,,,,"Rahman, Muhammad T","Sonet, M Shahriar",,,,
+GEOG,3357,001,5,2,14,4,4,1,2,,,,,,1,,,,1,,"Tiefelsdorf, Michael R","Aboagye, Nicholas",,,,
+GEOG,3377,001,1,1,1,2,3,1,1,,,,,,,,,,,,"Dzogolo, Moise M",,,,,
+GEOS,1103,102,,1,1,1,4,1,2,,1,,,,1,,,,,,"Griffin, William R","Adeyemi, Oluwaseun",,,,
+GEOS,1303,001,22,11,5,3,1,1,,,,,,,,,,,,,"Griffin, William R",,,,,
+GEOS,1303,002,3,2,,1,1,,1,1,2,,,,,,,,,,"Mueller, Nicholas J",,,,,
+GEOS,1303,0W1,63,79,36,10,21,13,4,10,7,3,1,3,14,,,,4,,"Pujana, Ignacio",,,,,
+GEOS,2302,001,1,3,5,,1,,2,,,,,,1,,,,,,"Drouillard, Matthew J","Rahman, Mahbubur",,,,
+GEOS,2302,0W1,8,3,3,1,4,,2,,1,1,2,1,3,,,,1,,"Ahmed, Md. Nakir","Osondu, Stanley E",,,,
+GEOS,2307,001,,1,4,,3,2,,,,,,,,,,,,,"Rahman, Muhammad T","Stout, Brennan J",,,,
+GEOS,2310,0W1,3,9,2,4,5,3,2,3,3,,3,1,1,,,,2,,"Brikowski, Thomas H","Karimi, Fatemeh",,,,
+GEOS,2321,0W1,,5,2,,6,1,1,,1,,1,,,,,,,,"Stern, Robert J","Pujana, Ignacio","Abayomi, Ayodele A",,,
+GEOS,2340,HH1,1,6,3,1,,,,,,,,,,,,,,,"Griffin, William R","Stern, Robert J","Crowley, Clinton W",,,
+GEOS,3421,001,,6,7,1,1,,2,,1,,1,,,,,,,,"Sickmann, Zachary","Mone, Arajoo J",,,,
+GEOS,3464,001,,3,3,5,5,2,1,2,,,,,,,,,,,"Griffin, William R","Willis, Siloa B","Abayomi, Ayodele A",,,
+GEOS,4320,001,6,6,2,1,,1,,,,,,,1,,,,,,"Ferguson, John F",,,,,
+GEOS,4430,001,2,4,,1,3,,,3,,,1,,,,,,1,,"Brikowski, Thomas H","Karimi, Fatemeh",,,,
+GEOS,5315,001,,11,,,,,,,,,,,,,,,,,"Waite, Lowell",,,,,
+GEOS,5387,001,,4,4,1,,1,,,,,,,,,,,,,"Lumley, David E","Tamadoni, Amin",,,,
+GISC,2307,001,3,3,4,3,,,,,1,,,,1,,,,1,,"Rahman, Muhammad T","Stout, Brennan J",,,,
+GISC,4317,501,,3,1,2,1,,2,,1,,,,,,,,1,,"Chastain, Bryan J","Lyu, Haitao",,,,
+GISC,4384,001,8,6,3,1,3,1,,,1,,,,,,,,,,"Rahman, Muhammad T","Sonet, M Shahriar","Davenport, Miranda J",,,
+GISC,6301,001,,12,3,3,2,2,,,,,,,,,1,,,,"Tiefelsdorf, Michael R","Chowdhury, Yeamin Faria",,,,
+GISC,6325,001,,14,1,,1,,,,,,,,,,,,,,"Qiu, Fang","Chen, Hao",,,,
+GISC,6363,001,,9,1,,,,,,,,,,,,,,,,"Qiu, Fang","Gamarra Pacheco, Jose A",,,,
+GISC,6381,501,,4,2,1,,4,1,,,,,,,,,,,,"Chun, Yongwan","Kulsum, Umme","Kim, Dongeun",,,
+GOVT,2305,001,16,122,53,39,28,4,1,3,,3,1,,4,,,,2,,"Medhi, Kashmiri","Mir Akhmadova, Musharraf","Singh, Avinash K",,,
+GOVT,2305,002,21,54,20,25,7,1,1,2,1,,,1,3,,,,,,"Medhi, Kashmiri","Mir Akhmadova, Musharraf","Singh, Avinash K",,,
+GOVT,2305,003,41,77,69,35,19,22,8,9,4,1,3,2,6,,,,1,,"Medhi, Kashmiri","Park, Yeon Soo","Clark, Amanda","Chang, Gary","Bi, Hanying",
+GOVT,2305,004,14,113,18,8,11,4,1,2,,1,,,2,,,,,,"Park, Yeon Soo","Tao, Jing",,,,
+GOVT,2305,005,25,6,4,7,,2,2,1,3,,,,1,,,,,,"Widner, Katie",,,,,
+GOVT,2306,001,56,79,66,21,18,14,8,8,2,5,,1,10,,,,1,,"Lowry, Robert C","Clark, Amanda","Chang, Gary","Bi, Hanying",,
+GOVT,2306,002,41,88,25,10,5,1,,2,1,,,,3,,,,1,,"Medhi, Kashmiri","Singh, Avinash K","Mir Akhmadova, Musharraf",,,
+GOVT,2306,003,16,155,76,16,7,17,3,1,1,,,,3,,,,,,"Park, Yeon Soo","Tao, Jing",,,,
+GOVT,2306,004,,213,68,6,5,2,,2,,,,,2,,,,,,"Elliott, Euel W","Hughes, Ethan",,,,
+GOVT,2306,005,22,146,60,24,12,10,3,5,4,3,1,2,5,,,,,,"Park, Yeon Soo","Tao, Jing",,,,
+GOVT,2306,006,,123,85,29,20,10,7,9,3,4,3,1,3,,,,1,,"Santoro, Lauren A","Islam, Maria",,,,
+GOVT,2306,007,,126,46,8,4,2,,1,,2,1,1,1,,,,,,"Elliott, Euel W","Hughes, Ethan",,,,
+GOVT,2306,HN1,4,9,3,5,,,,,,,,,,,,,1,,"Dow, Douglas C",,,,,
+GOVT,2306,HN2,18,4,1,2,,,,,,,,,,,,,,,"Montgomery, Joshua P",,,,,
+GOVT,2306,HN3,,14,7,,,1,,,,,,,1,,,,,,"Elliott, Euel W","Scotch, Richard K","Hughes, Ethan",,,
+GOVT,2306,HN4,15,5,2,,1,,,,,,,,1,,1,,,,"Montgomery, Joshua P",,,,,
+GOVT,2306,HN5,20,4,,,,,,1,,,,,,,,,,,"Montgomery, Joshua P",,,,,
+GST,2300,001,,9,7,2,4,1,,,,,,,,,,,,,"Smith, Erin",,,,,
+GST,3302,001,1,1,,6,1,1,,1,,,,,1,,,,,,"Jakobsson, Pia K",,,,,
+HCS,6302,001,,,,,,,,,,,,,,,,,,32,"Stillman, Robert D",,,,,
+HCS,6312,002,,7,2,1,3,3,,1,,,,,,,,,,,"Ackerman, Robert A","Foster, Sarah",,,,
+HCS,6340,002,,9,5,2,2,,,,,,,,,,,,,,"Kroener, Sven",,,,,
+HCS,6342,001,,24,,,2,,,1,,,,,,,,,,,"Rincon, Millie",,,,,
+HCS,6350,001,,10,,1,,,,,,,,,,,,,,,"Tang, Alva",,,,,
+HCS,7121,001,,,,,,,,,,,,,2,,,,,38,"Nguyen, Lena H",,,,,
+HCS,7310,001,,10,,,,,,,,,,,,,,,,,"Abdi, Herve","Wu, Dennis",,,,
+HCS,7326,001,,16,,,,,,,,,,,,,,,,,"LePrell, Colleen G",,,,,
+HCS,7355,001,,13,3,1,,,,,,,,,,,,,,,"Warren, Stacie",,,,,
+HDCD,6312,001,,12,,,,,,,,,,,,,,,,,"Timmons, Lisa N",,,,,
+HDCD,6315,001,,9,,,1,,,,,,,,,,,,,,"Timmons, Lisa N",,,,,
+HDCD,6319,001,,8,,,1,,1,,,,,,,,,,,,"Atchison, Kristin J",,,,,
+HDCD,6V20,001,,,,,,,,,,,,,,,,,,11,"Baerwaldt, Natalie R",,,,,
+HDCD,6V81,001,,7,7,,1,,,,,,,,,,,,,,"Cook, Jill B",,,,,
+HIST,1301,001,21,116,32,10,29,7,,5,3,,3,,8,,,,4,,"Schlereth, Eric R","Cummings, Clayton","Gee, Taylor N","Lakhani, Brenda L","Seidl-Staley, Ash J",
+HIST,1301,002,7,21,39,34,35,34,15,10,3,9,2,4,15,,,,6,,"Schulze, Jeffrey M","Bengaro, Sabro","Akhighu, Odegua M","Sadeghi, Maryam","Al Sayyedan, Mojtaba",
+HIST,1301,003,12,84,33,11,30,9,7,17,,,,3,22,,,,6,,"Wright, Ben","Hill, Travis B","Rufino, Maria E","Vecchio, Anthony","Li, Ang",
+HIST,1302,501,39,21,,2,1,,1,1,,1,2,,,,,,1,,"Pettengill, Ryan S","Kalkanli, Ogulcan",,,,
+HIST,1302,HN1,3,5,8,,1,,,,,,,,1,,,,,,"Schulze, Jeffrey M",,,,,
+HIST,2301,001,2,14,21,33,30,37,7,18,14,5,2,3,17,,,,16,,"Schulze, Jeffrey M","Turner, Joey A","Edwards, Jeffery G","Tijani, Kehinde O",,
+HIST,2340,001,3,8,11,3,6,,1,1,,,,,,,,,,,"Admiral, Rosemary G",,,,,
+HIST,2341,001,5,6,8,6,5,6,,2,2,2,,1,2,,,,2,,"Li, En","Wu, Xingyou",,,,
+HIST,2360,501,8,16,17,13,9,,,,,,,,1,,,,2,,"Wilson, Michael L",,,,,
+HIST,2370,0W1,8,8,17,6,2,1,,,,1,1,,2,,,,1,,"Pfister, Debra H",,,,,
+HIST,2381,001,2,44,34,13,14,5,,1,1,1,,1,2,,,,,,"Ring, Natalie J","Leon Dubon, Saul V","Weirich, Kaitlyn A",,,
+HIST,3301,001,,6,2,1,1,2,2,,,,,1,,,,,4,,"Farmer, J Michael",,,,,
+HIST,3302,001,2,2,2,5,1,1,1,,,,,,,,,,,,"Jakobsson, Pia K",,,,,
+HIST,3312,001,,4,1,4,5,3,2,2,1,,1,,2,,,,,,"Farmer, J Michael",,,,,
+HIST,3319,001,2,11,7,3,1,1,,,,,,,,,2,,,,"Wilson, Michael L",,,,,
+HIST,3350,001,6,5,1,2,4,,,,,,,1,2,,,,,,"Li, En",,,,,
+HIST,3350,002,1,6,2,,,1,,,,,,,,,,,,,"Cuellar Cuellar, Paula S",,,,,
+HIST,3368,001,1,2,1,4,2,4,1,1,2,,1,,,,,,,,"Schulze, Jeffrey M",,,,,
+HIST,3390,001,6,7,5,,,,1,,,,,,5,,,,,,"Hill, Kimberly D",,,,,
+HIST,3399,001,,18,1,,1,1,1,1,,,,,,,,,,,"Rankin, Monica A",,,,,
+HIST,4342,001,3,4,4,4,,1,,,,,,,,,,,,,"Admiral, Rosemary G",,,,,
+HIST,4359,001,,8,2,,3,,1,,,1,,,1,,,,2,,"Rankin, Monica A",,,,,
+HIST,4388,501,10,2,1,1,,,,,,1,,,1,,,,,,"Pfister, Debra H",,,,,
+HIST,4390,001,,5,2,1,2,,,,,,,,,,,,1,,"Wright, Ben",,,,,
+HIST,6325,001,,7,5,1,,,,,,,,,,,,,1,,"Ring, Natalie J",,,,,
+HIST,6325,002,,5,1,2,1,1,,,,,,,,,,,1,,"Hill, Kimberly D",,,,,
+HIST,6387,001,,4,2,,1,1,,,,,,,1,,,,2,,"Wickberg, Daniel B",,,,,
+HLTH,1301,0W1,29,8,1,1,1,,,,,,,,,,,,,,"Goudy, Leah S",,,,,
+HLTH,1301,0W2,11,14,6,5,2,2,,,,,,,,,,,,,"Goudy, Leah S",,,,,
+HLTH,1322,0W1,,39,,,1,1,1,1,,,,,2,,,,,,"Mcbride, Rachael L",,,,,
+HLTH,1322,0W2,,39,,1,3,1,,,,,,,,,,,,,"Mcbride, Rachael L",,,,,
+HLTH,3101,0W1,,146,,,,,,1,,,1,,1,,,,,,"Sandon, Lona",,,,,
+HLTH,3101,0W2,,142,,,4,,,2,,,,,1,,,,,,"Sandon, Lona",,,,,
+HLTH,3101,0W3,,50,,,5,,,4,,,,,,,,,,,"Sandon, Lona",,,,,
+HLTH,3101,0W4,,72,,,2,,,1,,,,,,,,,,,"Sandon, Lona",,,,,
+HLTH,3101,0W5,,50,,,,,,,,,,,,,,,,,"Sandon, Lona",,,,,
+HLTH,3300,001,,3,14,21,28,27,18,8,5,1,1,,3,,,,1,,"Byrnes, Kathleen A",,,,,
+HLTH,3305,001,2,9,6,9,4,3,1,2,,,,1,,,,,,,"Stark, Azadeh T",,,,,
+HLTH,3305,002,28,5,3,,,,,,,,,,,,,,,,"Goudy, Leah S",,,,,
+HLTH,3305,003,,2,6,8,6,3,3,,2,,,,,,,,2,,"Stark, Azadeh T",,,,,
+HLTH,3315,001,,4,14,7,11,11,4,3,8,1,3,3,1,,,,,,"Byrnes, Kathleen A",,,,,
+HLTH,4108,001,29,5,1,2,,,,,,,,,,,,,,,"Rainey, Anthony D",,,,,
+HLTH,4304,001,,31,2,2,5,,,,,,1,,,,,,,,"Byrnes, Kathleen A",,,,,
+HLTH,4304,002,,11,,,,,,1,,,,,,,,,,,"Krawietz, Paul",,,,,
+HLTH,4304,501,,15,,,,,,,,,,,,,,,,,"Askew, Victoria",,,,,
+HLTH,4305,001,1,6,8,7,10,6,1,,,,1,,,,,,,,"Stark, Azadeh T",,,,,
+HLTH,4305,002,1,1,3,10,4,6,7,2,3,1,,,,,,,1,,"Stark, Azadeh T",,,,,
+HLTH,4306,001,5,1,4,3,2,2,4,2,2,1,1,1,,,,,,,"Savard, Ryan R",,,,,
+HLTH,4306,002,1,3,1,2,,1,,4,,,,,,,,,,,"Savard, Ryan R",,,,,
+HLTH,4310,0W1,18,7,,2,,1,,,,,,1,,,,,,,"Edwards, Christopher W",,,,,
+HLTH,4310,0W2,4,7,,2,8,1,1,,3,,,,1,,,,,,"Dornback, Sarah",,,,,
+HMGT,3080,001,,,,,,,,,,,,,,23,,,,,"Karnuta, Daniel",,,,,
+HMGT,3301,001,8,18,20,3,3,4,2,1,,,,1,,,,,1,,"Robb, Horace A",,,,,
+HMGT,3301,002,25,20,7,,,2,1,,,,,,,,,,,,"Robb, Horace A",,,,,
+HMGT,3301,003,14,17,23,2,3,1,,,,1,,,,,,,,,"Malaise, Michael",,,,,
+HMGT,3310,001,2,9,15,1,3,,1,,,,,,,,,,,,"Bryan, Mary C",,,,,
+HMGT,3310,002,3,9,7,8,3,,1,,,,,,,,,,,,"Bryan, Mary C",,,,,
+HMGT,3311,001,,10,,,7,,,6,,,2,,,,,,,,"Karnuta, Daniel","Reddy, Aishwarya",,,,
+HMGT,3311,002,1,3,,1,7,,1,5,,,3,,,,,,1,,"Karnuta, Daniel","Reddy, Aishwarya",,,,
+HMGT,3320,001,,6,,,7,,2,3,,,1,,,,,,,,"Karnuta, Daniel","Reddy, Aishwarya",,,,
+HMGT,3320,002,,11,,2,6,,1,6,,,2,,,,,,,,"Karnuta, Daniel","Reddy, Aishwarya",,,,
+HMGT,4090,091,,,,,,,,,,,,,,12,,,,,"Thurgood, Keith L",,,,,
+HMGT,4321,001,1,10,,,20,1,3,,,,,,,,,,,,"Nedbal, Joseph","Kulkarni, Prajwal Prahllad Rao",,,,
+HMGT,6310,AW1,,8,5,,,,,,,,,,,,,,,,"Abbaszadegan, Hamed",,,,,
+HMGT,6311,0W1,,33,,3,4,,,,,,,,,,,,1,,"Karnuta, Daniel","Lu, Renjie",,,,
+HMGT,6320,0W1,,46,5,2,1,,,,,,,,,,,,,,"Thurgood, Keith L","Reddy, Aishwarya","Song, You-Xiang",,,
+HMGT,6320,0W2,,37,9,5,,2,,,,,,,,,,,,,"Thurgood, Keith L","Reddy, Aishwarya","Song, You-Xiang",,,
+HMGT,6320,0W3,,47,5,1,,1,,,,,,,,,,,,,"Thurgood, Keith L","Reddy, Aishwarya","Song, You-Xiang",,,
+HMGT,6320,501,,42,,,,,,,,,,,,,,,1,,"Warren, DeVontae",,,,,
+HMGT,6320,CH1,,14,1,4,,,,1,,,,,1,,,,,,"Jacob, Stephen B",,,,,
+HMGT,6321,0W1,,5,2,9,5,2,2,1,,,,,1,,,,,,"Ramanathan, Kannan",,,,,
+HMGT,6323,501,,9,11,10,3,,,,,,,,,,,,1,,"Ayvaci, Mehmet U","Wei, Ning",,,,
+HMGT,6325,501,,5,1,3,2,2,,,,,,,,,,,,,"Wang, Guihua","Tahergandomabadi, Mohammadmahdi",,,,
+HMGT,6330,501,,9,2,4,3,1,1,,,,,,,,,,,,"Drummond, Jeffery P",,,,,
+HMGT,6331,CH1,,26,2,3,,,,,,,,,,,,,,,"Jacob, Stephen B",,,,,
+HMGT,6332,0W1,,4,,7,5,2,1,5,,,,,4,,,,2,,"Ramanathan, Kannan",,,,,
+HMGT,6334,501,,4,2,3,2,2,,,,,,,,,,,,,"Ayvaci, Mehmet U","Wei, Ning",,,,
+HMGT,6405,AH1,,43,,,,,,,,,,,,,,,2,,"Schneider, Joseph H","Taylor, Donald E","Abbaszadegan, Hamed",,,
+HMGT,6V99,GH1,,10,,,,,,,,,,,,,,,,,"Hicks, Jeffrey N",,,,,
+HONS,3102,HN1,,14,4,1,,,,,,,,,,,,,,,"Towner, Theresa M",,,,,
+HONS,3103,HN1,,12,2,,,,,,,,,,1,,,,,,"Rippel, Scott A","Thompson, Christina M",,,,
+HONS,3104,HN1,2,6,2,,,,,,,,,,,,,,1,,"Dow, Douglas C",,,,,
+HONS,3105,HN1,6,7,1,1,,,,,,,,,,,,,,,"LaDow, Eva S",,,,,
+HONS,3105,HN2,2,10,,,,,,,,,,,,,,,,,"LaDow, Eva S",,,,,
+HONS,3107,HN1,,9,1,,,,2,,,,,,,,,,,,"Farmer, J Michael",,,,,
+HONS,3108,HN1,,13,,,,,,,,,1,,,,,,,,"Prakash, Ravi",,,,,
+HONS,3109,HN1,9,5,1,,,,,,,,,,,,,,,,"Brunell, Valerie A",,,,,
+HONS,3111,HN1,2,11,1,1,,,,,,,,,,,,,,,"Thompson, Christina M",,,,,
+HONS,3111,HN2,2,11,,,1,,,,,,1,,,,,,,,"Thompson, Christina M",,,,,
+HONS,3116,HN1,,15,,,,,,,,,,,,,,,,,"Murchison, David F",,,,,
+HONS,3121,HN1,2,12,,,,,,,,,,,,,,,,,"Williams, Nathan F",,,,,
+HONS,3122,HN1,9,6,,,,,,,,,,,,,,,,,"Skinner, Donal C",,,,,
+HONS,3122,HN2,10,4,1,,,,,,,,,,,,,,,,"Skinner, Donal C",,,,,
+HONS,3199,H10,2,6,2,1,,,,,,,,,,,,,,,"Peinhardt, Clint W",,,,,
+HONS,3199,H11,9,,3,1,,1,,,,,,,,,1,,,,"Cure, Cassie",,,,,
+HONS,3199,H12,,8,4,,,,,1,,,,1,,,,,,,"Davies, Katherine",,,,,
+HONS,3199,H13,15,,,,,,,,,,,,,,,,,,"Rushing, Katrina C",,,,,
+HONS,3199,H15,7,3,,,,,,,,,1,,,,1,,1,,"Montgomery, Joshua P",,,,,
+HONS,3199,HN1,,9,2,,2,,,,,,,,1,,,,1,,"Gooch, John C",,,,,
+HONS,3199,HN2,10,2,1,1,,,,,,,,,,,,,,,"Devdas, Neetha R",,,,,
+HONS,3199,HN3,15,,,,,,,,,,,,,,,,,,"Devdas, Neetha R",,,,,
+HONS,3199,HN4,12,3,,,,,,,,,,,,,,,,,"Devdas, Neetha R",,,,,
+HONS,3199,HN5,,13,,,,,,,,,,,,,,,1,,"Stefan, Mihaela C",,,,,
+HONS,3199,HN6,,10,,,2,,,,1,,,,,,,,,,"Rankin, Monica A",,,,,
+HONS,3199,HN7,,14,,,,,,,,,,,,,,,,,"Wright, Ben",,,,,
+HONS,3199,HN9,10,2,,1,1,,,,,,,,,,,,,,"Salter, Monika M",,,,,
+HONS,3199,HW1,8,5,,,,,,,,,,,,,1,,,,"De Olivares, Karen L",,,,,
+HONS,3V00,HS1,20,,,,,,,,,,,,,,,,,,"Skinner, Donal C",,,,,
+IMS,3310,001,1,8,5,13,25,,6,3,1,1,,,,,,,,,"Henderson, Thomas C","Salehi Heidari, Samira",,,,
+IMS,3310,002,,8,3,7,13,4,1,3,1,,3,,,,,,,,"Woldu, Habte G","Gopaljoshi, Supriya Joshi","Acharya, Vishruth",,,
+IMS,3310,003,,9,9,13,8,9,6,3,,,,,1,,,,1,,"Woldu, Habte G","Gopaljoshi, Supriya Joshi",,,,
+IMS,3310,004,,13,6,16,11,3,1,1,3,,2,2,2,,,,,,"Henderson, Thomas C","Salehi Heidari, Samira",,,,
+IMS,3310,005,8,34,16,4,1,,1,,,,,,,,,,,,"Garg, Suyash",,,,,
+IMS,3310,006,1,13,5,14,18,2,1,5,1,2,,,1,,,,,,"Henderson, Thomas C","Salehi Heidari, Samira",,,,
+IMS,3310,007,2,17,3,15,15,1,,5,2,1,1,,1,,,,,,"Henderson, Thomas C","Salehi Heidari, Samira",,,,
+IMS,3310,008,3,31,11,8,3,1,4,,,,,,,,,,,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,3310,009,11,17,15,11,4,2,,,,,,,,,,,,,"Guo, Suifang",,,,,
+IMS,3310,010,2,4,3,15,12,9,5,5,,,,,,,,,3,,"Woldu, Habte G","Gopaljoshi, Supriya Joshi",,,,
+IMS,3310,011,,7,2,11,17,9,4,2,1,1,1,,1,,,,2,,"Woldu, Habte G","Gopaljoshi, Supriya Joshi",,,,
+IMS,3310,012,3,9,8,11,15,4,5,4,3,2,1,,,,,,,,"Lin, Zhiang","Jiang, Rui",,,,
+IMS,3310,501,8,5,13,11,10,8,4,1,1,,,,,,,,,,"Tan, Xiaowen",,,,,
+IMS,3310,502,1,1,6,6,7,9,10,4,6,1,4,,,,,,,,"Van Eeden, Adriaan",,,,,
+IMS,3310,503,2,10,1,7,14,1,2,6,3,,2,1,2,,,,,,"Henderson, Thomas C","Salehi Heidari, Samira",,,,
+IMS,3310,HON,,27,9,6,1,,,,,,,,,,,,,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,4320,501,,8,7,3,11,5,5,,,,,,,,,,,,"Lee, Seunghyun","Liu, Yilin",,,,
+IMS,4330,501,,9,7,10,4,1,1,,,,,,,,,,,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,4335,501,,1,20,11,10,4,3,,,,,,,,,,,,"Wright, Robert G","Fickel, Mary","Chelakalapally, Srikesh K",,,
+IMS,4340,5W1,2,7,1,4,7,5,1,1,,,,,,,,,,,"Skuza, Agnieszka","Venkumahanti, Rachana S",,,,
+IMS,4350,001,1,18,,1,,,,,,,,,,,,,,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,6304,001,,7,,,4,,,,,,,,1,,,,,,"Peng, Mike W","Shen, Jia",,,,
+IMS,6304,0W1,,11,8,11,14,,,,,,,,1,,,,1,,"Woldu, Habte G","Acharya, Vishruth",,,,
+IMS,6304,501,,21,,,19,,,,,,,,,,,,,,"Peng, Mike W","Shen, Jia",,,,
+IMS,6304,GW1,,9,6,7,,,,,,,,,,,,,,,"Kiser, Stephen L",,,,,
+IMS,6310,501,,10,5,4,,3,4,,,,,,,,,,,,"Lee, Seunghyun","Liu, Yilin",,,,
+IMS,6317,GW1,,7,4,3,1,,,,,,,,,,,,,,"Sachdeva, Deepak",,,,,
+IMS,6360,0W1,,25,14,4,6,3,,,,,,,,,,,,,"Skuza, Agnieszka","Venkumahanti, Rachana S",,,,
+IMS,6365,GW1,,19,3,,1,,,,,,,,,,,,,,"Dowse, Eileen",,,,,
+IPEC,3349,001,5,6,5,2,,2,1,1,,,,,,,,,,,"Cisneros Tersitsch, Marco Elias","Singh, Sonali",,,,
+IPEC,4302,001,,2,3,4,1,2,,,,,,,,,,,1,,"Minoura, Haruna",,,,,
+IPEC,4304,001,,4,,,3,,,3,,,,,,,,,,,"Noe, Ricardo",,,,,
+IPEC,4305,001,5,1,1,2,2,,1,,,,,,,,,,2,,"Lamberova, Natalia","Subramanian, Venkatesh",,,,
+IPEC,4384,001,2,5,1,1,3,,,,,,,,,,,,,,"Rahman, Muhammad T","Sonet, M Shahriar","Davenport, Miranda J",,,
+ISIS,3310,001,2,3,,1,2,1,,3,,,,,,,,,,,"Wissinger, Tonja",,,,,
+ISIS,3334,001,3,3,5,4,2,2,,,1,,,,1,,,,,,"Jones, June A",,,,,
+ISIS,3335,0W1,4,5,9,9,1,1,,,,,,,,,,,,,"Rosa, Jonathan",,,,,
+ISIS,4304,001,,1,5,3,1,,1,1,,,,,,,,,,,"Werhnyak, Larissa",,,,,
+ISIS,4310,0W1,,30,,,1,,,,,,,,,,1,,,,"Aubrey, Lea E",,,,,
+ISIS,4V89,001,8,2,2,1,1,3,1,1,,,,,1,,,,,,"Hammonds, Kyle",,,,,
+ISIS,4V89,002,15,7,4,2,,,,,,,,,1,,,,,,"Lusk, Marc L",,,,,
+ISNS,2359,001,4,13,7,5,4,,,,1,,,1,1,,,,1,,"Griffin, William R","Putri, Gabriella E",,,,
+ISNS,2359,0W1,197,46,30,25,10,11,4,4,1,4,2,3,3,,,,3,,"Pirouz, Mortaza","Adigwe, Fidelis A",,,,
+ISNS,2359,0W2,142,35,27,17,9,3,4,2,1,3,,,8,,,,3,,"Pirouz, Mortaza","Ahmad, Muhammad M",,,,
+ISNS,2366,001,,6,3,2,2,2,2,1,1,,,,,,,,,,"McCauley, Steven",,,,,
+ISNS,2367,0W1,128,126,56,11,30,19,4,4,4,2,,2,1,,1,,6,,"Pujana, Ignacio","Adeyemi, Oluwaseun",,,,
+ISNS,2367,0W2,108,126,42,17,38,20,3,13,6,1,4,2,6,,1,,5,,"Pujana, Ignacio","Adeyemi, Oluwaseun",,,,
+ISNS,2368,001,3,14,5,13,19,6,3,6,3,1,2,1,2,,,,,,"McCauley, Steven","Balagopal, Gokul",,,,
+ITSS,3300,001,11,14,9,8,8,4,2,,4,,,,1,,,,,,"Alborz, Shawn",,,,,
+ITSS,3300,002,12,12,17,8,8,6,4,2,,1,,,,,,,,,"Alborz, Shawn",,,,,
+ITSS,3300,004,,3,7,9,14,8,5,7,1,1,1,1,4,,,,2,,"Shrivastava, Prakash C","Agarwal, Manan Manoj",,,,
+ITSS,3300,005,,6,12,5,9,5,6,8,2,5,2,1,2,,,,1,,"Shrivastava, Prakash C","Agarwal, Manan Manoj",,,,
+ITSS,3300,006,8,13,15,11,10,5,2,3,4,,,,1,,,,,,"Alborz, Shawn",,,,,
+ITSS,3300,007,,8,13,8,13,5,6,6,1,,2,1,1,,,,1,,"Pai, Radhakrishna S","Stephens, Timothy G","Chilukuri, Dheeraj R",,,
+ITSS,3300,008,,13,16,12,11,6,1,2,3,1,,,,,,,,,"Pai, Radhakrishna S","Stephens, Timothy G","Chilukuri, Dheeraj R",,,
+ITSS,3300,010,,9,7,7,16,4,8,1,5,,1,1,,,,,1,,"Shrivastava, Prakash C","Agarwal, Manan Manoj",,,,
+ITSS,3300,011,8,17,14,8,9,1,1,2,,,,,2,,,,,,"Wang, Xiaoning","Pujari, Shrutika",,,,
+ITSS,3300,012,13,21,10,13,3,,2,1,,,,,,,,,,,"Wang, Xiaoning","Pujari, Shrutika",,,,
+ITSS,3300,013,7,6,8,5,5,5,4,9,2,1,,4,3,,,,1,,"Ceverha, Paul W","Pujari, Shrutika",,,,
+ITSS,3300,014,,2,12,7,9,8,4,6,2,1,2,4,6,,,,1,,"Bodeker, Alison J","Bachkaniwala, Jayraj",,,,
+ITSS,3300,0T1,,6,4,5,7,1,3,1,1,,,,,,,,,,"Owens, Sean M","Jain, Kushagra",,,,
+ITSS,3300,501,,8,9,11,9,8,3,3,,,3,,3,,,,3,,"Hanifiafshar, Sharmin","Batra, Vanshu",,,,
+ITSS,3300,504,1,6,5,3,16,7,4,6,5,,1,2,1,,,,,,"Young, John G",,,,,
+ITSS,3300,507,,8,8,4,10,10,5,5,,2,1,2,3,,,,2,,"Hansen, Atanas Y","Cai, Shuzhang",,,,
+ITSS,3300,508,,2,11,5,11,10,3,4,6,1,1,1,6,,,,2,,"Bodeker, Alison J","Bachkaniwala, Jayraj",,,,
+ITSS,3311,001,,9,11,16,10,7,3,6,,,,,1,,,,2,,"Short, Kevin P","Batra, Vanshu",,,,
+ITSS,3311,002,10,12,13,6,6,6,1,1,2,1,3,,,,,,2,,"Aksoy, Ozgur",,,,,
+ITSS,3311,003,1,16,15,6,11,6,2,3,2,,,,1,,,,,,"Franson, Robert","Kiarie, Maryanne W",,,,
+ITSS,3311,004,,11,10,18,12,6,3,1,,,,,3,,,,1,,"Kamalzadeh, Hossein","Mudunuri, Devamsh Varma",,,,
+ITSS,3311,0T1,5,,4,2,4,3,1,1,,,,,,,,,2,,"Khan, Masudal H","Patali, Krithika N",,,,
+ITSS,3311,502,2,7,17,18,9,4,1,,,2,,,3,,,,1,,"Bose, Ashim","Acharya, Pratiksha Bhaskar",,,,
+ITSS,3312,001,1,7,7,9,19,7,4,6,,,,,,,,,,,"Short, Kevin P","Batra, Vanshu",,,,
+ITSS,3312,002,12,24,4,3,3,,,1,,,,,,,,,1,,"Shrivastava, Aparna A","Mudunuri, Devamsh Varma",,,,
+ITSS,3312,501,1,2,9,7,6,3,1,,,,,,,,,,,,"Franson, Robert","Kiarie, Maryanne W",,,,
+ITSS,3370,001,,6,,5,12,,,,,,,,,,,,,,"Subramoniam, Ramesh","Udata, Bhaskara Ravi Teja",,,,
+ITSS,3390,001,,2,11,7,4,12,1,1,4,,1,,,,,,1,,"Neal, Angela","Singhal, Kajal",,,,
+ITSS,4090,001,,,,,,,,,,,,,,20,,,,,"Stephens, Timothy G",,,,,
+ITSS,4090,091,,,,,,,,,,,,,,55,1,,,,"Stephens, Timothy G",,,,,
+ITSS,4300,001,5,3,8,5,11,7,6,9,,2,1,,,,,,1,,"Calisir, Engin","Sivakumar, Nithesh",,,,
+ITSS,4300,002,,13,13,11,10,8,3,1,,,,,1,,,,,,"Pandian, Thiru","Nisthala, Venkat Bhargav",,,,
+ITSS,4300,003,7,6,13,2,3,1,1,2,3,,,,,,,,1,,"James, Velda","Kiarie, Maryanne W",,,,
+ITSS,4300,501,1,8,10,9,13,9,3,2,2,,,1,,,,,,,"Ceverha, Paul W","Pujari, Shrutika",,,,
+ITSS,4300,502,12,,10,16,8,6,4,2,,,,,,,,,1,,"Khan, Masudal H","Patali, Krithika N",,,,
+ITSS,4300,503,20,11,8,5,3,1,1,4,1,1,2,,,,,,,,"Kaya, Cuneyd C","Dhande, Pratik V",,,,
+ITSS,4301,501,5,1,2,3,1,1,,,,,,,,,,,,,"Hagen, John","Patel, Sakshi Jayesh",,,,
+ITSS,4312,501,19,11,2,2,6,,,,,,,,,,,,,,"Wu, Lidong","Kulkarni, Prajwal Prahllad Rao",,,,
+ITSS,4330,001,,14,14,14,14,7,,1,,,,,,,,,,,"Srikanth, Kannan","Duddu, Sravanthi",,,,
+ITSS,4330,002,1,8,8,12,13,3,4,5,2,1,2,,1,,,,,,"Hanifiafshar, Sharmin","Batra, Vanshu",,,,
+ITSS,4330,501,,28,14,10,11,3,,2,2,,,,,,,,,,"Stephens, Timothy G","Sutaria, Anaysha Dimple",,,,
+ITSS,4340,001,,,3,2,17,3,3,7,1,4,2,,,,,,2,,"Thompson, Luell O","Gondkar, Piyush Anil",,,,
+ITSS,4343,001,,2,2,1,6,4,2,7,1,,,1,,,,,3,,"Subramoniam, Ramesh","Nassa, Hardik",,,,
+ITSS,4344,001,6,31,,2,6,,2,1,,1,,,,,,,,,"Eaton, Sara H","Rajasekar, Magesh",,,,
+ITSS,4351,001,,32,14,6,4,,1,,1,,,1,,,,,,,"Stephens, Timothy G","Jain, Kushagra",,,,
+ITSS,4351,002,,8,12,6,18,12,3,1,,,,,,,,,,,"Pandian, Thiru","Nisthala, Venkat Bhargav",,,,
+ITSS,4351,501,,7,12,10,18,9,3,,,,,,,,,,,,"Pandian, Thiru","Nisthala, Venkat Bhargav",,,,
+ITSS,4351,502,,39,5,10,3,,1,,1,,,,,,,,,,"Shekhar, Gaurav","Yadav, Abhishekkumar Rajaram",,,,
+ITSS,4352,001,1,9,15,13,7,5,1,3,1,2,,,,,,,2,,"Maru, Vatsal K","Singhal, Kajal",,,,
+ITSS,4352,002,,6,16,12,10,8,2,,1,3,1,,,,,,,,"Maru, Vatsal K","Singhal, Kajal",,,,
+ITSS,4352,501,,4,16,6,4,9,3,2,3,,,,1,,,,,,"Neal, Angela","Singhal, Kajal",,,,
+ITSS,4353,001,,10,12,10,13,5,5,2,,1,1,,,,,,,,"Shrivastava, Prakash C","Soni, Raj P",,,,
+ITSS,4353,002,,2,8,,3,6,6,1,2,2,,,1,,,,,,"Shrivastava, Prakash C","Soni, Raj P",,,,
+ITSS,4353,501,,11,10,18,11,4,4,,,,,,,,,,,,"Akarte, Prajakti V","Mokkapati Sridhar, Karthik",,,,
+ITSS,4354,001,14,5,2,12,6,13,2,2,1,,,1,,,,,,,"Bradbury, Judd D","Patel, Sakshi Jayesh","Raghu, Tarun",,,
+ITSS,4355,001,4,5,2,7,6,4,2,1,2,,,,,,,,,,"Bradbury, Judd D","Raghu, Tarun",,,,
+ITSS,4355,501,,17,7,14,12,3,4,1,,,,,,,,,,,"Akarte, Prajakti V","Mokkapati Sridhar, Karthik",,,,
+ITSS,4356,001,10,13,4,7,7,8,3,2,,1,2,2,,,,,,,"Hansen, Atanas Y","Cai, Shuzhang",,,,
+ITSS,4360,001,8,30,6,13,1,1,,,,,,,,,,,,,"Howe, Nathaniel M",,,,,
+ITSS,4360,002,6,5,20,13,7,6,2,,1,,,,,,,,,,"Ginevich, Rostislav A",,,,,
+ITSS,4360,501,,7,11,6,15,10,2,2,,,,,,,,,,,"More, Satish P","Patel, Krushang P",,,,
+ITSS,4360,502,,9,5,7,14,9,6,5,2,,,,,,,,,,"More, Satish P","Patel, Krushang P",,,,
+ITSS,4360,503,3,4,10,5,9,3,,1,,1,,,,,,,,,"Ginevich, Rostislav A",,,,,
+ITSS,4361,001,1,24,15,12,5,4,2,,,,,,,,,,,,"Khan, Taimur A","Revalkar, Shreyas Sanjay",,,,
+ITSS,4362,501,2,12,13,7,8,6,4,1,1,,,,,,,,,,"Khan, Taimur A","Revalkar, Shreyas Sanjay",,,,
+ITSS,4370,001,2,3,5,11,14,6,8,3,3,2,1,1,1,,,,,,"Hefley, William E","Seelam, Jyothi Praveen",,,,
+ITSS,4370,002,1,3,8,19,17,9,4,2,1,,,,,,,,1,,"Hefley, William E","Seelam, Jyothi Praveen",,,,
+ITSS,4370,501,3,3,3,4,12,11,12,8,2,2,,1,2,,,,,,"Hefley, William E","Seelam, Jyothi Praveen",,,,
+ITSS,4371,501,,6,9,5,7,5,3,2,2,,1,,2,,,,,,"Young, John G",,,,,
+ITSS,4380,501,,36,14,3,3,,2,1,1,,,,,,,,,,"Stephens, Timothy G","Jain, Kushagra",,,,
+ITSS,4380,502,3,1,4,4,3,,,,,,,,1,,,,,,"Kaya, Cuneyd C","Dhande, Pratik V",,,,
+ITSS,4381,001,,19,13,10,12,2,1,2,,,,,,,,,,,"Chen, Luoying",,,,,
+ITSS,4381,501,,11,9,16,8,3,2,1,1,,,,,,,,,,"Zhu, Yan",,,,,
+ITSS,4381,502,14,10,5,2,3,1,,,,,,,,,,,,,"Joseph, Shailender",,,,,
+ITSS,4382,001,6,15,24,3,3,2,,,,,,,,,,,1,,"Wu, Lidong","Kulkarni, Prajwal Prahllad Rao",,,,
+ITSS,4395,001,24,17,7,2,,,,,,,,,,,,,,,"Stogsdill, Robert",,,,,
+ITSS,4395,002,18,27,4,,,,,1,,,,,,,,,,,"Baig, Juveria I",,,,,
+JAPN,1311,001,4,3,3,,1,,1,1,,,1,,3,,,,,,"Hoki, Chieko",,,,,
+JAPN,1311,003,1,8,2,1,1,1,2,,,,,,,,,,2,,"Evans, Leonard W",,,,,
+JAPN,1312,001,6,6,2,1,1,,1,1,,,,,1,,,,,,"Evans, Leonard W",,,,,
+JAPN,2311,001,2,3,3,,,,1,,,,,,,,,,1,,"Hoki, Chieko",,,,,
+JAPN,3311,001,4,3,1,2,,,,,,,,,,,,,1,,"Hoki, Chieko",,,,,
+KORE,1311,002,5,6,2,,1,,,1,1,,,,,,,,,,"Jeong, Hyejeong",,,,,
+LIT,1301,001,66,18,13,14,11,4,1,1,,,,,,,,,,,"Ingrao, Peter J",,,,,
+LIT,1301,002,82,9,4,10,4,1,2,1,,,,,1,,,,4,,"Ingrao, Peter J",,,,,
+LIT,1301,003,68,16,12,13,4,,,,2,,,1,1,,,,,,"Ingrao, Peter J",,,,,
+LIT,1311,001,,16,29,18,27,7,4,1,,,1,,7,,,,2,,"Brecheisen, Davis",,,,,
+LIT,1315,001,30,21,7,3,14,3,,2,,,,,1,,,,2,,"Brazeal, Lauren",,,,,
+LIT,2320,001,1,8,5,9,2,1,,,,1,,,,,,,,,"Nikravesh, Negeen",,,,,
+LIT,2329,001,9,5,12,11,5,1,,,,,,,,,,,,,"Wang, Mai",,,,,
+LIT,2331,001,1,6,3,1,8,1,1,1,,,1,,2,,,,,,"Brandow, Carmon",,,,,
+LIT,2331,002,5,4,4,3,3,3,,,,,,,2,,,,1,,"Cakerice, John H",,,,,
+LIT,2331,003,,7,3,5,5,2,1,,,,1,,1,,,,,,"Shabir, Junaid S",,,,,
+LIT,2331,004,14,1,3,3,3,1,1,,,,,,3,,,,1,,"Anwesha, Swati",,,,,
+LIT,2331,005,,4,1,3,6,2,3,2,3,,,,4,,,,1,,"Cox, Gavin L",,,,,
+LIT,2331,006,2,4,3,4,4,3,2,,1,,,2,2,,,,,,"Feiz, Manzar",,,,,
+LIT,2350,001,1,7,3,3,5,,,,,,,,,,,,,,"Nikravesh, Negeen",,,,,
+LIT,2350,002,,7,5,5,,1,1,,,,,,,,,,,,"Gu, Ming D",,,,,
+LIT,3300,001,,1,6,2,3,5,1,1,1,1,,1,1,,,,,,"McShane, Michael",,,,,
+LIT,3317,001,,24,10,5,3,,,,,,,,2,,,,1,,"Towner, Theresa M",,,,,
+LIT,3319,001,,3,6,1,2,1,1,,,,,,1,,,,,,"Nikravesh, Negeen",,,,,
+LIT,3319,003,1,3,3,5,,,1,,,,,,,,,,,,"Gu, Ming D",,,,,
+LIT,3330,501,3,1,5,,1,,,1,,,,,,,,,,,"Saunders, Joy",,,,,
+LIT,3337,001,1,13,1,3,,,,,,,,,,,,,,,"Kratz, Dennis M",,,,,
+LIT,3338,001,,8,5,1,,,,,,,,,,,1,,,,"Hatfield, Charles D",,,,,
+LIT,3339,0H1,3,8,3,1,3,1,,,,,,,,,,,,,"Riley, Kristin N",,,,,
+LIT,3339,0H2,,5,2,,4,,,,,1,,,2,,,,,,"Riley, Kristin N",,,,,
+LIT,4329,001,,3,4,5,2,,,,,,,,,,,,,,"Brecheisen, Davis",,,,,
+LIT,4329,002,,6,3,2,,1,,,,,,,,,,,,,"Towner, Theresa M",,,,,
+LIT,4390,001,,1,3,3,2,1,,,,,,,,,,,,,"Barnes, Ashley",,,,,
+LIT,6304,001,,7,3,,,,,,,,,,,,,,,,"Barnes, Ashley",,,,,
+MAS,6102,051,,,,,,,,,,,,,2,,,,,62,"Razvi, Ali","Desai, Het D","Agarwal, Vineet Vinod",,,
+MAS,6102,052,,,,,,,,,,,,,,,,,,65,"Siri, Brenda","Tiwari, Vrushali","Sonare, Mugdha R","Moregaonkar, Chaitanya S",,
+MAS,6102,053,,,,,,,,,,,,,1,,,,1,56,"An, Constance","Agarwal, Vineet Vinod","Siddarth, K V H",,,
+MAS,6102,054,,,,,,,,,,,,,,,,,,65,"Wilkerson, Cassandra","Desai, Het D","Tyagi, Rishabh",,,
+MAS,6102,055,,,,,,,,,,,,,,,,,,67,"Holmes, Diane","Moregaonkar, Chaitanya S","Shah, Dhwani Upnishkumar","Mishra, Neeti",,
+MAS,6102,091,,,,,,,,,,,,,1,,,,1,21,"Razvi, Ali","Agarwal, Vineet Vinod","Desai, Het D",,,
+MAS,6102,0W1,,,,,,,,,,,,,,,,,,13,"Chen, Tiffany",,,,,
+MAS,6102,551,,,,,,,,,,,,,,,,,,66,"Miller, Elizabeth M","Singh, Chavi","Mishra, Neeti","Shah, Dhwani Upnishkumar",,
+MAS,6102,552,,,,,,,,,,,,,,,,,,68,"Wise, Alex G","Balagopal, Bhavana","Singh, Chavi","Tyagi, Rishabh",,
+MAS,6102,553,,,,,,,,,,,,,,,,,1,63,"Herl, Keith","Tiwari, Vrushali","Siddarth, K V H",,,
+MAS,6102,S51,,,,,,,,,,,,,,,,,3,56,"Kim, Tommy C","Elbanna, Kareem M","Sonare, Mugdha R",,,
+MAS,6102,S53,,,,,,,,,,,,,,,,,1,40,"Kim, Tommy C","Elbanna, Kareem M","Sonare, Mugdha R",,,
+MAS,6102,SW2,,,,,,,,,,,,,,,,,,13,"Kim, Tommy C",,,,,
+MAS,6V98,001,,,,,,,,,,,,,,,,,,13,"Fierst, John","Widdifield, David S",,,,
+MATH,1306,001,9,4,13,5,4,2,,,,,1,,1,,,,1,,"Sutton, Julie","Changani, Soham","Norin, Razuana",,,
+MATH,1306,002,6,2,8,1,3,1,,,1,1,,,,,,,1,,"Sutton, Julie","Norin, Razuana","Changani, Soham",,,
+MATH,1314,001,3,7,7,4,2,4,4,1,1,,,,5,,,,2,,"Alvarado, Iris",,,,,
+MATH,1314,002,1,7,8,7,3,3,3,,1,,1,1,2,,,,2,,"Alvarado, Iris",,,,,
+MATH,1314,003,3,11,6,3,2,4,2,1,2,1,2,,3,,,,,,"Duruoha, Adannah",,,,,
+MATH,1314,004,3,5,4,6,6,4,1,2,1,,,1,2,,,,2,,"Hasija, Jyoti",,,,,
+MATH,1314,005,,6,7,5,2,4,3,,1,1,,,2,,,,1,,"Hasija, Jyoti",,,,,
+MATH,1314,006,3,8,8,3,3,7,,1,2,,1,1,,,,,2,,"Duruoha, Adannah",,,,,
+MATH,1314,007,,3,6,5,5,2,4,1,1,,,,6,,,,2,,"Murad, Mohammad Hassan",,,,,
+MATH,1314,008,3,8,5,2,8,5,1,4,2,,,,,,,,2,,"Duruoha, Adannah",,,,,
+MATH,1316,001,1,5,,3,1,2,3,1,1,2,1,1,4,,,,5,,"Alvarado, Iris",,,,,
+MATH,1316,002,1,2,1,2,6,4,2,5,5,,2,1,2,,,,5,,"Alvarado, Iris",,,,,
+MATH,1316,004,2,1,,2,5,6,,4,3,3,3,,,,,,8,,"Wu, Cheyu J",,,,,
+MATH,1316,005,1,1,5,4,1,5,5,,3,4,2,,1,,,,7,,"Sutton, Julie",,,,,
+MATH,1316,006,,2,1,2,5,4,3,3,2,2,3,2,7,,,,3,,"Wu, Cheyu J",,,,,
+MATH,1325,001,2,7,10,2,4,3,3,5,2,2,1,,3,,,,3,,"Foley, Manjula",,,,,
+MATH,1325,002,5,12,5,4,4,9,3,1,4,1,,,,,,,,,"Patel, Jigarkumar S",,,,,
+MATH,1325,003,3,10,4,3,4,6,4,5,1,5,,1,1,,,,1,,"Mussa, Derege H",,,,,
+MATH,1325,004,3,5,7,5,1,5,1,3,9,3,,,4,,,,2,,"Foley, Manjula",,,,,
+MATH,1325,005,1,6,8,6,2,4,2,3,4,3,1,1,4,,,,2,,"Mussa, Derege H",,,,,
+MATH,1325,006,6,10,5,4,3,6,6,,,3,1,1,1,,,,2,,"Patel, Jigarkumar S",,,,,
+MATH,1325,007,3,10,4,1,4,5,,4,6,2,1,,3,,,,4,,"Kehoe, Joselle D",,,,,
+MATH,1325,008,1,4,3,7,6,3,5,2,6,4,,,,,,,4,,"Biswas, Saikat",,,,,
+MATH,1325,009,1,12,2,6,2,4,6,3,5,2,,,1,,,,,,"Mussa, Derege H","Makhijani, Neha",,,,
+MATH,1325,010,4,10,5,8,2,3,4,4,1,3,1,,,,,,1,,"Rakotomalala, Diarisoa Mihaja Andriamanisa","Makhijani, Neha",,,,
+MATH,1325,011,5,7,5,7,2,3,3,3,3,6,1,,1,,,,1,,"Khoury, Raja N",,,,,
+MATH,1325,012,1,8,6,7,3,5,4,5,3,1,1,,2,,,,2,,"Khoury, Raja N",,,,,
+MATH,1325,014,6,13,7,,3,3,5,4,1,3,,,1,,,,1,,"Malhotra, Sakshi",,,,,
+MATH,1325,015,3,2,8,4,5,2,5,5,3,2,3,1,2,,,,2,,"Mussa, Derege H",,,,,
+MATH,1325,016,6,5,6,5,4,4,4,2,,3,,1,4,,,,3,,"Malhotra, Sakshi",,,,,
+MATH,1325,501,1,1,1,3,3,3,5,7,6,4,4,3,4,,,,2,,"Biswas, Saikat",,,,,
+MATH,1325,502,,3,6,5,6,3,2,5,6,1,1,1,3,,,,5,,"Mussa, Derege H",,,,,
+MATH,1326,001,2,4,2,,7,3,,2,1,,2,2,5,,,,8,,"Kehoe, Joselle D",,,,,
+MATH,1326,002,5,5,5,,6,3,1,5,7,3,1,2,3,,,,1,,"Foley, Manjula",,,,,
+MATH,1326,003,2,6,3,1,2,10,1,5,8,2,,,4,,,,3,,"Foley, Manjula",,,,,
+MATH,1326,004,2,2,3,,6,8,1,5,2,2,1,3,4,,,,7,,"Kehoe, Joselle D",,,,,
+MATH,1326,005,,6,4,1,2,3,2,10,2,,1,1,4,,,,4,,"Kehoe, Joselle D",,,,,
+MATH,1326,006,4,7,2,,6,7,1,3,4,1,1,,2,,,,1,,"Akbar, Mohammad M",,,,,
+MATH,1326,501,5,8,5,,3,3,1,3,1,,1,1,8,,,,3,,"Akbar, Mohammad M",,,,,
+MATH,2312,001,4,1,3,2,6,6,4,5,2,3,1,2,1,,,,2,,"Martynova, Irina","Alabbadi, Ismail",,,,
+MATH,2312,002,,4,5,1,4,8,4,3,4,2,2,1,3,,,,,,"Martynova, Irina","Holan, Kevin J",,,,
+MATH,2312,003,,6,2,5,5,3,5,2,2,2,1,4,4,,,,3,,"Martynova, Irina","Uddin, Md. Joshem",,,,
+MATH,2312,004,2,4,2,7,8,3,5,2,3,2,1,1,1,,,,3,,"Murza, Adrian C","Smith, Jared",,,,
+MATH,2312,005,1,6,4,5,4,7,3,2,4,3,1,,2,,,,1,,"Murza, Adrian C","Zafar, Safi Ur Rahman",,,,
+MATH,2312,006,1,2,2,3,7,5,4,2,3,4,1,1,5,,,,2,,"Martynova, Irina","Mathew, Minu Maria",,,,
+MATH,2333,501,3,1,1,4,1,,,6,3,1,,1,7,,,,4,,"Rakotomalala, Diarisoa Mihaja Andriamanisa","Kushtagi, Sri Rama Chandra",,,,
+MATH,2370,001,6,4,5,2,1,6,3,3,2,,,,6,,1,,1,,"Garrett, Bentley T","Fatema, Saba",,,,
+MATH,2413,001,1,7,3,4,8,2,1,10,,,2,1,5,,,,2,,"Eydelzon, Anatoly",,,,,
+MATH,2413,002,2,6,,7,3,,2,,1,1,2,1,2,,,,2,,"Ding, Hui",,,,,
+MATH,2413,003,4,9,6,6,4,7,2,3,2,,2,1,1,,,,1,,"Sultana, Nasrin",,,,,
+MATH,2413,004,3,6,2,5,5,5,3,2,,2,3,3,7,,,,2,,"Dahal, Rabin",,,,,
+MATH,2413,005,1,6,4,5,4,5,3,1,,5,3,,5,,,,3,,"Eydelzon, Anatoly",,,,,
+MATH,2413,006,,6,6,1,1,3,7,7,,1,3,2,7,,,,4,,"Eydelzon, Anatoly",,,,,
+MATH,2413,007,2,9,3,3,8,6,1,3,2,,2,,5,,,,1,,"Ding, Hui",,,,,
+MATH,2413,008,5,2,8,3,4,3,5,3,3,1,4,4,2,,,,,,"Ding, Hui",,,,,
+MATH,2413,010,1,2,3,1,5,3,6,2,1,1,2,1,2,,,,,,"Aman, Kelly C",,,,,
+MATH,2413,011,6,4,6,7,4,3,2,4,,1,2,1,8,,,,,,"Nguyen, Mylinh T",,,,,
+MATH,2413,012,3,4,7,3,5,2,3,8,1,,1,,7,,,,3,,"Nguyen, Mylinh T",,,,,
+MATH,2413,013,2,4,4,1,4,5,6,4,2,,6,1,7,,,,2,,"Miller, James W",,,,,
+MATH,2413,015,3,4,8,3,5,5,3,3,1,6,2,1,4,,,,,,"Miller, James W",,,,,
+MATH,2413,016,1,6,2,6,1,4,6,6,1,1,5,1,7,,,,1,,"Duruoha, Adannah",,,,,
+MATH,2413,017,2,6,5,3,6,4,4,5,1,2,4,3,2,,,,1,,"Dahal, Rabin",,,,,
+MATH,2413,018,1,2,8,4,4,7,3,6,,3,2,,7,,,,,,"Aman, Kelly C",,,,,
+MATH,2413,019,5,4,3,4,5,2,1,4,1,2,5,2,4,,,,1,,"Ding, Hui",,,,,
+MATH,2413,020,,11,6,7,3,2,4,3,,2,1,1,5,,,,3,,"Dahal, Rabin",,,,,
+MATH,2413,021,6,9,4,4,5,3,3,6,2,2,1,2,,,,,1,,"Sultana, Nasrin",,,,,
+MATH,2413,022,2,4,6,6,6,6,2,4,2,1,2,,6,,1,,,,"Sultana, Nasrin",,,,,
+MATH,2413,023,7,6,6,3,2,4,3,7,1,1,3,3,2,,,,,,"Sultana, Nasrin",,,,,
+MATH,2413,024,3,6,7,6,3,5,4,3,2,2,2,2,1,,,,2,,"Dabkowski, Mieczyslaw K",,,,,
+MATH,2414,001,3,5,1,2,7,4,2,4,4,,2,2,9,,1,,1,,"Garrett, Bentley T",,,,,
+MATH,2414,002,4,4,1,2,5,2,8,2,3,,2,2,7,,,,2,,"Garrett, Bentley T",,,,,
+MATH,2414,003,3,2,2,3,5,3,2,1,2,,1,4,9,,,,2,,"Liu, Runzhou",,,,,
+MATH,2414,004,6,3,3,1,7,2,2,4,6,1,3,3,6,,,,,,"Aman, Kelly C",,,,,
+MATH,2414,005,7,5,2,6,4,,1,2,5,,2,3,8,,,,1,,"Tran, Anh T",,,,,
+MATH,2414,006,4,5,5,1,3,3,1,6,3,,2,1,7,,,,5,,"Tran, Anh T",,,,,
+MATH,2414,007,3,1,4,2,4,2,2,5,5,,4,3,6,,,,1,,"Liu, Runzhou",,,,,
+MATH,2414,008,3,4,6,8,5,3,1,3,5,2,1,,6,,,,,,"Liu, Runzhou",,,,,
+MATH,2414,009,5,8,8,3,3,1,1,,2,2,3,1,7,,,,3,,"Nguyen, Mylinh T",,,,,
+MATH,2414,010,5,4,6,4,4,,3,4,4,,4,1,6,,,,3,,"Aman, Kelly C",,,,,
+MATH,2414,012,4,1,2,2,3,5,7,4,4,,3,3,4,,,,5,,"Garrett, Bentley T",,,,,
+MATH,2414,013,5,4,2,,3,2,4,1,1,1,,1,9,,,,2,,"Liu, Runzhou",,,,,
+MATH,2414,014,5,7,7,2,,5,1,2,2,,2,5,6,,,,1,,"Nguyen, Mylinh T",,,,,
+MATH,2415,001,6,11,5,5,5,8,3,8,3,,3,,10,,,,2,,"Ahsan, Mohammad K",,,,,
+MATH,2415,002,2,12,1,5,12,3,5,7,2,,5,,15,,,,1,,"Ahsan, Mohammad K",,,,,
+MATH,2415,003,6,11,9,7,6,3,5,8,,,5,,8,,,,1,,"Coskunuzer, Baris",,,,,
+MATH,2415,004,3,11,3,10,11,3,2,12,3,,8,,9,,,,3,,"Zweck, John W",,,,,
+MATH,2417,001,8,4,2,1,3,2,1,1,1,3,2,2,5,,,,3,,"Paudel, Ajaya B",,,,,
+MATH,2417,002,7,2,5,1,10,2,,2,2,2,1,1,2,,,,3,,"Rakotomalala, Diarisoa Mihaja Andriamanisa",,,,,
+MATH,2417,003,11,2,3,,2,1,2,2,2,1,2,,6,,,,4,,"Rakotomalala, Diarisoa Mihaja Andriamanisa",,,,,
+MATH,2417,004,11,2,1,3,2,1,2,2,2,2,1,,2,,,,2,,"Paudel, Ajaya B",,,,,
+MATH,2417,005,6,6,3,,3,1,2,3,4,2,1,,5,,,,3,,"Paudel, Ajaya B",,,,,
+MATH,2417,006,6,4,2,3,5,2,2,2,2,,2,2,3,,,,3,,"Paudel, Ajaya B",,,,,
+MATH,2417,007,8,7,5,2,3,5,1,2,1,1,,1,2,,,,2,,"Rakotomalala, Diarisoa Mihaja Andriamanisa",,,,,
+MATH,2417,HN1,4,3,4,1,,1,1,,1,1,,,,,,,2,,"Ramakrishna, Viswanath","Ranpati Dewage, Manjula Mahesh K",,,,
+MATH,2418,001,6,5,4,8,4,10,6,8,4,2,1,2,8,,1,,3,,"Murza, Adrian C",,,,,
+MATH,2418,002,5,3,11,6,8,10,11,10,3,6,1,1,17,,,,4,,"Pereira, Luis Felipe F",,,,,
+MATH,2418,003,6,6,1,4,5,9,8,9,1,4,4,2,8,,,,3,,"Adabrah, Anani Komla",,,,,
+MATH,2418,004,9,3,4,4,6,5,11,11,7,8,4,3,15,,,,5,,"Arnold, Maxim",,,,,
+MATH,2418,005,5,2,7,4,2,9,4,5,5,4,2,,11,,,,9,,"Adabrah, Anani Komla",,,,,
+MATH,2418,006,1,6,4,4,6,4,4,2,4,3,3,4,13,,,,7,,"Wu, Cheyu J",,,,,
+MATH,2418,007,5,7,8,10,11,8,11,13,6,1,1,4,9,,,,4,,"Murza, Adrian C",,,,,
+MATH,2418,501,7,7,5,5,5,5,7,12,6,5,2,3,15,,,,8,,"Adabrah, Anani Komla",,,,,
+MATH,2418,502,,3,3,3,3,6,5,6,4,4,4,4,15,,,,8,,"Wu, Cheyu J",,,,,
+MATH,2419,001,3,1,6,1,2,3,3,,6,,,1,3,,,,2,,"Ahsan, Mohammad K",,,,,
+MATH,2419,002,2,2,4,4,1,3,5,5,3,1,,1,4,,,,3,,"Ahsan, Mohammad K",,,,,
+MATH,2420,001,,5,6,6,3,5,3,1,6,,,,3,,,,3,,"Patel, Jigarkumar S",,,,,
+MATH,2420,002,,12,15,5,4,5,5,4,6,,2,,,,,,1,,"Patel, Jigarkumar S",,,,,
+MATH,2420,003,8,7,9,6,4,4,4,1,6,,2,,,,,,1,,"Makarenkov, Oleg",,,,,
+MATH,2420,004,,2,7,4,6,6,3,4,7,,1,,3,,,,1,,"Lazebnik, Kirill",,,,,
+MATH,2420,005,4,8,8,3,4,4,5,4,4,,,,,,,,,,"Rachinskiy, Dmitry",,,,,
+MATH,2420,HN1,6,8,1,1,1,1,,,1,,,1,,,,,,,"Dabkowski, Mieczyslaw K","Babbitt, Matthew W",,,,
+MATH,2V90,5S1,,,,,,,,,,,,,,30,,,3,,"Nguyen, Mylinh T",,,,,
+MATH,2V90,5S2,,,,,,,,,,,,,,24,,4,4,,"Dahal, Rabin",,,,,
+MATH,3303,001,2,2,1,2,2,1,,,,,,,,,1,,,,"Lalani, Amin",,,,,
+MATH,3310,001,4,10,7,2,,1,1,1,,,,,1,,,,,,"Dabkowski, Malgorzata A","Das, Richik",,,,
+MATH,3310,002,4,13,15,4,,1,,,1,,,,,,,,,,"Dabkowski, Malgorzata A","Das, Richik",,,,
+MATH,3311,001,6,2,1,1,1,,1,,,,,,,,,,,,"Dabkowski, Malgorzata A",,,,,
+MATH,3311,002,3,2,2,2,,1,1,,1,,,,,,,,1,,"Dabkowski, Malgorzata A",,,,,
+MATH,3315,001,10,12,9,10,4,2,3,,,,1,,1,,,,,,"Williams, Nathan F","Crane, Casey M",,,,
+MATH,3323,001,4,3,1,2,1,2,1,2,2,,,,2,,,,1,,"Khan, Rizwanur","Babbitt, Matthew W",,,,
+MATH,3351,001,6,9,2,,13,2,,5,3,1,1,,1,,2,,2,,"McKeown, Stephen","Liu, Jingzhou",,,,
+MATH,3351,501,4,24,9,1,,1,,,,,,,,,,,2,,"Krawcewicz, Wieslaw Z","Liu, Jingzhou",,,,
+MATH,3379,001,8,1,2,2,3,3,1,3,1,2,,1,6,,,,1,,"Dahal, Rabin",,,,,
+MATH,4301,001,3,5,3,15,11,12,2,,3,,,,4,,,,1,,"Dabkowski, Mieczyslaw K","Zhou, Dilong",,,,
+MATH,4301,002,5,2,3,3,3,,3,2,2,3,2,,4,,,,3,,"Ohsawa, Tomoki","Zhou, Dilong",,,,
+MATH,4332,501,10,15,15,10,5,6,1,2,1,,,,,,,,,,"Adabrah, Anani Komla","Kaluduwage, Madhavi Dilshani Anuruddhika F",,,,
+MATH,4334,002,,12,,,5,,,4,,,3,,2,,,,1,,"Biswas, Saikat","Sarkar, Soham",,,,
+MATH,4341,001,2,3,2,,,3,,2,,,1,,1,,,,3,,"Coskunuzer, Baris","Tola, Astrit",,,,
+MATH,4355,001,1,4,4,4,1,4,,1,2,2,,,2,,,,2,,"Ramakrishna, Viswanath","Ranpati Dewage, Manjula Mahesh K",,,,
+MATH,5301,501,,5,,1,1,,,,,,,,,,,,3,,"Makarenkov, Oleg",,,,,
+MATH,5303,001,,24,3,,,,,,,,,,1,,,,,,"Eydelzon, Anatoly","Hensley, Travis",,,,
+MATH,6301,001,,7,,6,1,3,3,1,,,,,2,,,,1,,"Zweck, John W",,,,,
+MATH,6311,001,,11,4,1,1,1,,,,,,,,,,,2,,"Arreche Aguayo, Carlos E","Billah, Misha",,,,
+MATH,6312,001,,16,2,2,2,,,,,,,,,,,,1,,"Williams, Nathan F","Ghanem, Ziad G",,,,
+MATH,6313,001,,5,,,10,,,1,,,,,,,,,,,"Biswas, Saikat","Chakraborty, Sayoni",,,,
+MATH,6315,001,,5,6,1,4,,,1,,,,,,,,,,,"Arnold, Maxim",,,,,
+MATH,6319,501,,3,4,3,2,,1,,,,,,1,,,,2,,"Ramakrishna, Viswanath",,,,,
+MATH,6325,501,,12,,,1,,,,,,,,,,,,,,"Krawcewicz, Wieslaw Z","Ghanem, Ziad G",,,,
+MATH,6345,001,,4,1,2,4,1,,,,,,,,,,,,,"Cao, Yan",,,,,
+MATH,6346,001,,6,7,3,9,1,,,,,,,,,,,,,"Cao, Yan","Nuwagira, Brighton",,,,
+MATH,7313,501,,15,1,,1,1,,,,,,,,,,,,,"Pereira, Luis Felipe F","Zhou, Dilong",,,,
+MECH,1100,0W1,61,57,27,25,19,6,2,7,1,2,1,2,4,,,,,,"Rios, Oziel","Thamban, P L Stephan","Tajarenejad Abdollahi, Hassan",,,
+MECH,1208,0W1,14,32,18,10,11,6,1,1,,,,,7,,,,,,"Thamban, P L Stephan","Angshu, Kazi T",,,,
+MECH,2120,101,2,5,3,2,3,1,,2,,,,,1,,,,,,"Lu, Hongbing","Tayefeh Kazemi, Minoo",,,,
+MECH,2120,102,10,6,2,,1,,2,,,,,,,,,,,,"Lu, Hongbing","Najafkhani Feijani, Fateme",,,,
+MECH,2120,103,7,5,2,,3,2,,,,,,,1,,,,,,"Lu, Hongbing","Tayefeh Kazemi, Minoo",,,,
+MECH,2120,104,4,6,2,2,1,,,,,,,,,,,,1,,"Lu, Hongbing","Jain, Rishika",,,,
+MECH,2120,105,3,1,4,1,2,1,1,,,,,,,,,,,,"Lu, Hongbing","Najafkhani Feijani, Fateme",,,,
+MECH,2310,001,6,9,,6,9,,3,7,,,4,,10,,,,5,,"Kumar, Golden","Nandigama, Purna Sai Pavan Kalyan",,,,
+MECH,2310,002,2,15,6,8,4,4,1,3,7,,3,1,,,,,2,,"Thamban, P L Stephan","Miles, Drew",,,,
+MECH,2320,002,,16,17,18,7,4,1,,,,,,1,,,,1,,"Zhou, Yue","Jamee, Tousif",,,,
+MECH,2330,001,3,3,3,6,6,10,11,3,6,,,5,2,,,,,,"Rios, Oziel","Ban, Mingyang",,,,
+MECH,3105,101,17,10,6,5,2,4,2,4,2,1,,,1,,,,,,"Rios, Oziel","Kulkarni, Rituja S",,,,
+MECH,3105,102,9,9,5,2,5,3,1,3,,,,,3,,,,,,"Rios, Oziel","Kulkarni, Rituja S",,,,
+MECH,3115,101,,4,6,1,5,,,1,,,,,,,,,,,"Jin, Yaqing","Gong, Pengyao",,,,
+MECH,3115,102,14,3,3,,1,1,,,,,,,,,,,,,"Jin, Yaqing","Zani, Md. Rafsan",,,,
+MECH,3115,103,16,5,,1,,,,,,,,,,,,,,,"Jin, Yaqing","Zani, Md. Rafsan",,,,
+MECH,3115,104,4,4,4,,,,,,,,,,,,,,,,"Jin, Yaqing","Gong, Pengyao",,,,
+MECH,3120,101,2,10,7,2,1,,,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O","Charles, Daniel",,
+MECH,3120,102,2,8,4,4,,2,,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O","Charles, Daniel",,
+MECH,3120,103,,6,13,3,,,,,,,,,,,,,,,"Hassanipour, Fatemeh","Charles, Daniel","Olapojoye, Abdullahi O","Gutierrez Pua, Lizeth D",,
+MECH,3120,104,,7,11,4,,,,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O","Charles, Daniel",,
+MECH,3120,105,4,10,8,1,,,,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O","Charles, Daniel",,
+MECH,3120,106,3,6,9,2,1,,,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O","Charles, Daniel",,
+MECH,3150,101,1,6,5,5,5,2,5,,2,,,,,,,,,,"Park, Wooram","Li, Benquan",,,,
+MECH,3150,102,,19,15,14,4,3,2,1,1,,,,,,,,,,"Park, Wooram","Li, Benquan",,,,
+MECH,3305,0W1,9,10,5,2,3,6,2,5,1,1,2,,1,,,,2,,"Rios, Oziel","Kulkarni, Rituja S",,,,
+MECH,3305,0W2,13,10,7,5,5,3,,3,1,1,,1,1,,,,,,"Rios, Oziel","Kulkarni, Rituja S",,,,
+MECH,3310,001,6,10,11,8,6,1,2,,3,,,,,,,,,,"Xiong, Guoping","Keewan, Ashraf Z",,,,
+MECH,3310,0H1,1,4,8,7,5,8,4,5,2,,,,,,,,,,"Ouyang, Hui","Guo, Yuhui",,,,
+MECH,3315,001,10,26,19,7,2,,,,,,,,,,,,1,,"Jin, Yaqing","Manchikatla, Sankeerthana",,,,
+MECH,3315,002,2,8,6,9,7,6,1,,,,,,,,,,,,"Yousefi, Kianoosh","Bizhan Pour, Ali",,,,
+MECH,3315,003,9,,2,1,2,,,,1,,,,,,,,,,"Liu, Zhen",,,,,
+MECH,3320,001,2,5,5,2,14,5,4,4,1,,,,1,,,,1,,"Jin, Xinfang","Rahimi, Hootan",,,,
+MECH,3340,001,2,5,4,10,10,,3,2,,,,,2,,,,1,,"Li, Yaoyu","Abootorabi, Seyedalireza",,,,
+MECH,3340,002,1,,,1,3,4,1,1,1,,,,1,,,,,,"Zare, Armin","Abootorabi, Seyedalireza",,,,
+MECH,3350,001,1,20,6,11,9,6,9,5,1,,,,1,,,,1,,"Park, Wooram","Chowdhury, Md Tareq",,,,
+MECH,3350,501,,3,6,7,3,4,7,6,3,1,,,1,,,,,,"Park, Wooram","Chowdhury, Md Tareq",,,,
+MECH,3351,001,6,2,8,6,8,8,9,7,3,,,,2,,,,,,"Malik, Arif S","Hossain, Al-Mustasin A",,,,
+MECH,3351,002,3,6,,3,3,,5,5,,1,2,,2,,,,1,,"Kumar, Golden",,,,,
+MECH,3360,001,,6,8,10,9,6,4,1,,,,,,,,,,,"Minary-Jolandan, Majid","Mosadegh, Mahdi",,,,
+MECH,3370,001,1,2,1,,3,,,1,1,1,,,,,,,1,,"Anderson, William C",,,,,
+MECH,3381,001,5,19,10,5,11,3,2,,,,,,,,,,3,,"Li, Wei","Mysore Nagaraja, Kishore",,,,
+MECH,3V95,001,,2,2,6,7,8,1,2,,,,,1,,,,,,"McCall, Kyle","Majumder, Haimanti",,,,
+MECH,4110,101,7,5,6,2,2,,1,,,,,,,,,,,,"Wagner, Jonas R",,,,,
+MECH,4110,102,9,6,3,1,1,1,,,1,,,,,,,,,,"Wagner, Jonas R",,,,,
+MECH,4110,103,3,6,6,5,1,,1,1,,,,,,,,,,,"Wagner, Jonas R",,,,,
+MECH,4110,104,1,5,9,3,3,,,,,,,,,,1,,,,"Wagner, Jonas R",,,,,
+MECH,4110,105,2,7,7,2,2,2,,,1,,,,1,,,,,,"Wagner, Jonas R",,,,,
+MECH,4310,001,6,5,2,10,8,8,6,6,5,,1,,,,,,3,,"Ruths, Justin","You, Shilin",,,,
+MECH,4310,002,1,9,,5,10,,6,11,4,,4,,6,,,,,,"Rotea, Mario A","Lingad, Michael V",,,,
+MECH,4320,001,2,7,5,2,1,6,,,,,,,,,,,2,,"Leonardi, Stefano","Tubije, John Michael B",,,,
+MECH,4340,001,1,8,7,6,5,6,6,3,3,,,,1,,,,,,"Park, Wooram",,,,,
+MECH,4360,001,,2,2,1,3,3,,,,,,,,,,,2,,"Auciello, Orlando H",,,,,
+MECH,4381,001,,12,37,38,26,13,4,4,1,,,,,,,,,,"Hart, Robert A","Tjahjono, Nathaniel S",,,,
+MECH,4382,001,,4,10,8,15,5,1,1,2,,,,,,,,,,"Hart, Robert A","Tjahjono, Nathaniel S",,,,
+MECH,4V95,001,,6,13,,,,1,,,,,,1,,,,,,"Zhou, Yue","Jamee, Tousif",,,,
+MECH,4V95,002,,6,2,3,4,,2,,,1,,,2,,,,1,,"Qian, Dong","Mysore Nagaraja, Kishore",,,,
+MECH,4V95,0W1,2,2,8,3,7,4,2,2,6,,,,1,,,,2,,"Fadda, Dani Z","Bizhan Pour, Ali",,,,
+MECH,6300,001,,3,2,4,3,1,,2,,,,,,,,,,,"Yurkovich, Stephen",,,,,
+MECH,6303,001,,25,14,8,8,,,1,,,,,,,,,1,,"Tadesse, Yonas T","Singh, Abhishek P",,,,
+MECH,6306,001,,20,2,3,3,,,,,,,,,,,,1,,"Lu, Hongbing","Rincon Montenegro, Juan C",,,,
+MECH,6314,001,,9,3,,,1,,,,,,,,,,,,,"Spong, Mark W","Amoori, Ali R",,,,
+MECH,6318,001,,18,4,3,1,2,,,,,,,1,,,,1,,"Zhang, Jie","Olojede, Damilola R",,,,
+MECH,6325,001,,3,2,3,1,,1,,,,,,,,,,,,"Moheimani, Seyed Omid Reza",,,,,
+MECH,6335,001,,4,2,2,2,,1,,,,,,,,,,,,"Stecke, Kathryn E","Syed Imran Uddin, Fnu",,,,
+MECH,6337,001,,5,4,1,,,,,,,,,,,,,,,"Joshi, Bela","Amoori, Ali R",,,,
+MECH,6350,001,,1,7,3,3,1,,,,,,,,,,,1,,"Leem, Juyoung",,,,,
+MECH,6351,002,,12,2,,,,,,,,,,,,,,,,"Qian, Dong","Mysore Nagaraja, Kishore",,,,
+MECH,6354,001,,1,5,8,4,4,,,,,,,,,,,,,"Bernal Montoya, Rodrigo A",,,,,
+MECH,6370,001,,2,5,5,2,,1,,,,,,,,,,1,,"Yousefi, Kianoosh",,,,,
+MECH,6374,001,,2,3,3,5,1,,1,,,,,2,,,,,,"Qin, Zhenpeng",,,,,
+MECH,6V29,002,,3,5,2,,,,,,,,,,,,,,,"Abbas, Waseem",,,,,
+MECH,6V69,003,,19,3,,,,,,,,,,,,,,,,"Xu, Yanwen",,,,,
+MECH,7000,001,,,,,,,,,,,,,,,,,1,70,"Qian, Dong",,,,,
+MECH,7392,001,,13,2,,,,,,,,,,1,,,,,,"Xu, Yanwen",,,,,
+MECO,6303,0W1,,13,12,8,5,5,,2,,,,,2,,,,6,,"Lewin, Peter",,,,,
+MECO,6303,501,,20,9,2,1,,,,,,,,,,,,,,"Lewin, Peter",,,,,
+MECO,6303,MBC,,15,15,7,2,,,,,,,,,,,,,,"Zentner, Alejandro","Botcha, Sumana",,,,
+MECO,6303,MBP,,12,3,1,9,1,,,,,,,,,,,,,"Zentner, Alejandro","Botcha, Sumana",,,,
+MECO,6303,X01,,3,9,3,1,1,,,,,,,,,,,2,,"Kiser, Stephen L",,,,,
+MECO,6345,001,,9,6,2,1,,,,,,,,,,,,,,"Cheung, Hung Yui",,,,,
+MECO,7312,001,,13,9,3,,,,,,,,,,,,,,,"Chiong, Khai X",,,,,
+MILS,180,101,,11,,,,,,,,,,,,,,,,,"Stevenson, Brian A",,,,,
+MIS,6009,001,,,,,,,,,,,,,,,,,,36,"Bellamy, Michelle",,,,,
+MIS,6009,091,,,,,,,,,,,,,,,,,,15,"Bellamy, Michelle",,,,,
+MIS,6302,001,,5,7,4,3,,,,,,,,,,,,,,"Gondhalekar, Vasant","Patel, Krushang P",,,,
+MIS,6308,001,,20,22,16,4,,,,,,,,,,,,,,"Srikanth, Kannan","Duddu, Sravanthi",,,,
+MIS,6308,002,,20,13,7,8,3,3,6,,,,,,,,,,,"Raghunathan, Srinivasan","Yang, Yunxuan M",,,,
+MIS,6308,003,,31,4,3,2,1,,,,,,,,,,,,,"Rogers-Purdy, Byron A","Patali, Krithika N",,,,
+MIS,6308,004,,26,24,10,3,,,,,,,,,,,,,,"Sivaramakrishnan, Sriram","Sutaria, Anaysha Dimple",,,,
+MIS,6308,0W1,,34,7,9,10,,,,,,,,,,,,,,"Raghunathan, Srinivasan","Yang, Yunxuan M",,,,
+MIS,6308,501,,14,16,11,5,1,1,,,,,,,,,,1,,"Ezhil, Zivan P","Patali, Krithika N",,,,
+MIS,6309,001,,21,10,8,10,,,,,,,,1,,,,,,"Lahiri, Atanu",,,,,
+MIS,6309,002,,32,5,7,8,,3,,,,,,,,,,,,"Islam, Naser","Joshi, Khanjan D",,,,
+MIS,6309,0W2,,18,2,12,9,1,3,,,,,,3,,,,1,,"Islam, Naser","Joshi, Khanjan D",,,,
+MIS,6309,501,,24,3,13,9,1,3,1,,,,,1,,1,,,,"Islam, Naser","Joshi, Khanjan D",,,,
+MIS,6309,503,,3,4,2,1,1,,3,,,,,,,,,,,"Paes, Antonio P",,,,,
+MIS,6309,SW1,,7,4,6,1,1,,,,,,,,,,,,,"Bradbury, Judd D","Raghu, Tarun",,,,
+MIS,6313,501,,15,8,21,2,,,,,,,,,,,,,,"Mookerjee, Vijay S","Ghosh, Debapratim",,,,
+MIS,6313,5W1,,19,16,8,5,,,,,,,,,,,,,,"Sivaramakrishnan, Sriram","Sutaria, Anaysha Dimple",,,,
+MIS,6313,MBP,,21,4,1,,,,,,,,,,,,,,,"Mookerjee, Vijay S","Ghosh, Debapratim",,,,
+MIS,6319,001,,10,,,,,,,,,,,,,,,,,"Thompson, Luell O","Gondkar, Piyush Anil",,,,
+MIS,6326,0W1,,7,5,4,5,,,,,,,,,,,,1,,"Ryu, Young U","Bachkaniwala, Jayraj",,,,
+MIS,6326,501,,3,5,4,3,,,,,,,,,,,,,,"Ryu, Young U","Bachkaniwala, Jayraj",,,,
+MIS,6330,001,,15,20,5,9,,,1,,,,,,,,,,,"Lahiri, Atanu","Ghosh, Debapratim",,,,
+MIS,6330,501,,16,13,6,9,,,,,,,,,,,,1,,"Lahiri, Atanu","Ghosh, Debapratim",,,,
+MIS,6330,502,,4,7,4,4,2,2,1,,,,,,,,,1,,"Ivaschenko, Alex","Revalkar, Shreyas Sanjay",,,,
+MIS,6332,5W1,,16,,,,,,,,,,,,,,,,,"Thompson, Luell O","Patne, Saylee Pramod",,,,
+MIS,6333,501,,1,10,9,4,1,1,,,,,,,,,,,,"Shroff, Tejas N","Chilukuri, Dheeraj R",,,,
+MIS,6337,501,,4,3,2,3,2,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+MIS,6341,001,,2,5,1,1,1,,,,,,,,,,,,,"Meng, Zixuan","Sarraf, Keshav",,,,
+MIS,6341,501,,,4,5,1,,,,,,,,,,,,,,"Meng, Zixuan","Sarraf, Keshav",,,,
+MIS,6344,001,,9,13,7,9,3,1,9,,,,,1,,,,,,"Maru, Vatsal K","Paluru, Vaishnavi",,,,
+MIS,6344,002,,3,13,5,9,5,,4,,,,,,,,,,,"Maru, Vatsal K","Paluru, Vaishnavi",,,,
+MIS,6344,0W1,,6,9,9,9,,,,,,,,,,,,,,"Mehra, Amit","Paluru, Vaishnavi",,,,
+MIS,6346,001,,11,4,8,1,,,,,,,,,,,,1,,"El-Youssef, Rami","Patel, Sakshi Jayesh",,,,
+MIS,6346,501,,9,9,7,1,1,,,,,,,,,,,,,"Kamalzadeh, Hossein","Patel, Sakshi Jayesh",,,,
+MIS,6346,503,,10,9,3,1,1,,,,,,,,,,,,,"El-khodari, Gasan E","Tiwari, Saksham",,,,
+MIS,6347,001,,9,4,2,3,,1,1,,,,,1,,,,,,"Bradbury, Judd D","Paluru, Vaishnavi",,,,
+MIS,6349,001,,5,17,6,1,,,,,,,,,,,,1,,"Samant, Mandar","Dhanasekaran, Janani",,,,
+MIS,6349,003,,4,19,8,1,,,,,,,,,,,,,,"Samant, Mandar","Dhanasekaran, Janani",,,,
+MIS,6349,004,,5,5,4,5,4,,,,,,,,,,,,,"Garapaty, Ramesh S",,,,,
+MIS,6349,005,,1,16,18,4,,,,,,,,,,,,2,,"Shroff, Tejas N","Tailor, Sagar Rajeshbhai",,,,
+MIS,6356,002,,7,2,1,,,,,,,,,,,,,,,"Zhang, Zhe","Rangala, Sai Nikhel",,,,
+MIS,6356,004,,10,4,,,,,,,,,,,,,,,,"Zhang, Zhe","Rangala, Sai Nikhel",,,,
+MIS,6356,006,,8,1,,1,,,,,,,,,,,,,,"Zhang, Zhe","Rangala, Sai Nikhel",,,,
+MIS,6356,502,,5,1,5,6,,,,,,,,,,,,,,"Lee, Heeseung","Khan, Afnan Anwar",,,,
+MIS,6360,002,,19,13,14,6,3,1,1,,,,,,,,,,,"Thouin, Mark F","Rajasekar, Magesh",,,,
+MIS,6363,002,,15,16,5,6,1,1,1,,,,,,,,,,,"Song, Liugen",,,,,
+MIS,6363,003,,15,5,4,3,2,,,,,,,,,,,,,"Pandian, Thiru","Nisthala, Venkat Bhargav",,,,
+MIS,6363,005,,23,27,5,3,,,,,,,,,,,,,,"Nasir, Kamal","Sivakumar, Nithesh",,,,
+MIS,6363,S01,,6,6,2,2,,,,,,,,1,,,,,,"Raheem, Abdul",,,,,
+MIS,6368,001,,1,3,7,1,,,,,,,,,,,,,,"Thomas, Thomas K","Tailor, Sagar Rajeshbhai",,,,
+MIS,6369,0W1,,9,3,2,3,2,1,,,,,,,,,,,,"Subramoniam, Ramesh","Nassa, Hardik",,,,
+MIS,6369,501,,2,3,4,3,1,2,1,,,,,1,,,,,,"Subramoniam, Ramesh","Nassa, Hardik",,,,
+MIS,6371,001,,2,1,5,3,,,,,,,,1,,,,,,"Islam, Naser","Joshi, Khanjan D",,,,
+MIS,6375,502,,1,1,5,1,2,,,,,,,,,,,,,"Shermon, Anavir","Huang, Zhangfan",,,,
+MIS,6378,001,,12,14,9,6,5,3,1,,,,,,,,,,,"Thanawalla, Moyez","Rajasekar, Magesh",,,,
+MIS,6378,002,,21,12,8,9,3,1,3,,,,,,,,,1,,"Thanawalla, Moyez","Rajasekar, Magesh",,,,
+MIS,6380,001,,7,6,2,4,4,1,,,,,,1,,,,,,"Bradbury, Judd D","Raghu, Tarun",,,,
+MIS,6380,002,,13,17,17,5,1,1,2,,,,,,,,,,,"Islam, Naser","Rajendra, Chethan",,,,
+MIS,6380,0W1,,4,2,6,6,,1,2,,,,,3,,,,,,"Bradbury, Judd D","Raghu, Tarun",,,,
+MIS,6380,501,,16,22,9,9,,,,,,,,,,,,,,"Islam, Naser","Rajendra, Chethan",,,,
+MIS,6382,001,,9,4,10,4,6,5,6,,,,,,,,,,,"Mookerjee, Radha V","Acharya, Pratiksha Bhaskar",,,,
+MIS,6382,002,,4,12,9,3,2,6,3,,,,,,,,,1,,"Mookerjee, Radha V","Acharya, Pratiksha Bhaskar",,,,
+MIS,6382,003,,10,15,6,5,,,,,,,,,,,,,,"Neouchi, Rabih","Parmar, Hitarth J",,,,
+MIS,6382,0W1,,7,25,13,,,,2,,,,,,,,,2,,"Mookerjee, Radha V","Acharya, Pratiksha Bhaskar",,,,
+MIS,6382,501,,10,8,9,16,,,,,,,,,,,,,,"Neouchi, Rabih","Parmar, Hitarth J",,,,
+MIS,6382,502,,9,11,15,7,,,,,,,,,,,,2,,"Neouchi, Rabih","Parmar, Hitarth J",,,,
+MIS,6382,503,,27,17,5,1,,,,,,,,,,,,,,"Maru, Vatsal K","Mudunuri, Devamsh Varma",,,,
+MIS,6382,504,,8,4,6,3,,,,,,,,,,,,1,,"Neouchi, Rabih","Parmar, Hitarth J",,,,
+MIS,6385,001,,11,1,2,1,1,,2,,,,,,,,,,,"Shekhar, Gaurav","Yadav, Abhishekkumar Rajaram",,,,
+MIS,6389,001,,17,3,1,2,5,,,,,,,,,,,,,"Calisir, Engin","Sivakumar, Nithesh",,,,
+MIS,6392,0W1,,4,5,3,4,1,,,,,,,,,,,,,"Mehra, Amit","Vissapragada, Ramya Rajeswari",,,,
+MIS,6393,001,,8,5,2,3,,,,,,,,,,,,,,"Bose, Ashim","Khan, Afnan Anwar",,,,
+MIS,6393,002,,9,6,1,3,2,1,,,,,,,,,,,,"Bose, Ashim","Khan, Afnan Anwar",,,,
+MIS,6393,003,,10,11,1,4,,,,,,,,,,,,,,"Bose, Ashim","Khan, Afnan Anwar",,,,
+MIS,6393,004,,5,18,18,,,6,12,,,,,,,,,,,"Lowe, Florence","Dhande, Pratik V",,,,
+MIS,6V98,001,,,,,,,,,,,,,,,,,,102,"Bellamy, Michelle",,,,,
+MIS,6V98,091,,,,,,,,,,,,,,,,,,17,"Bellamy, Michelle",,,,,
+MKT,3300,001,12,32,11,3,1,1,,,,,,,,,,,,,"Egeland, Rita E",,,,,
+MKT,3300,002,26,7,9,14,,,,1,,,,,,,,,,,"Madan, Anmol",,,,,
+MKT,3300,003,,16,28,11,5,,,1,,,,,,,,,,,"Kim, Seung Mok",,,,,
+MKT,3300,004,19,10,13,10,1,2,,1,,,,,,,,,,,"Miao, Jin",,,,,
+MKT,3300,005,45,4,4,4,1,,,,,,,,1,,,,,,"Saremi, Ehsan",,,,,
+MKT,3300,006,,8,5,9,9,11,4,4,2,2,,1,,,,,1,,"Wu, Fang","Shah, Sarjil Premal",,,,
+MKT,3300,007,12,16,4,8,10,6,,,,1,,,1,,,,1,,"Mamadehussene, Samir","Kim, Changwon",,,,
+MKT,3300,008,10,23,8,8,4,2,,1,2,,,,1,,,,,,"Mamadehussene, Samir","Kim, Changwon",,,,
+MKT,3300,009,1,7,10,12,11,6,2,7,2,1,,,1,,,,,,"Wu, Fang","Shah, Sarjil Premal",,,,
+MKT,3300,010,3,9,11,11,8,4,,,,,,,,,,,,,"Lim, Taewook",,,,,
+MKT,3300,012,,1,9,11,6,9,6,1,1,1,,1,1,,,,1,,"Kirk-Rolley, Lori",,,,,
+MKT,3300,013,,6,2,5,12,,6,4,1,3,1,,,,,,2,,"Rajaratnam, Daniel",,,,,
+MKT,3300,0W1,,20,14,6,9,1,2,3,,,,,,,,,,,"Pahwa, Parneet","Dudeja, Shivika","Patangay, Shivani",,,
+MKT,3300,0W2,,10,12,8,5,9,2,4,,,,,1,,,,2,,"Wu, Fang","Yu, Tongpu",,,,
+MKT,3300,0W3,,7,6,6,11,5,7,5,,1,2,1,1,,,,2,,"Wu, Fang","Yu, Tongpu",,,,
+MKT,3300,501,,10,,7,12,3,7,9,2,4,2,,1,,,,1,,"Rajaratnam, Daniel",,,,,
+MKT,3300,502,4,7,8,6,9,1,,,,,,,2,,,,1,,"Mabruk, Zayd N",,,,,
+MKT,3320,001,,5,5,10,18,11,5,2,,,,,,,,,,,"Wu, Fang","Yu, Tongpu",,,,
+MKT,3330,001,8,5,5,2,3,2,,1,,,,1,1,,,,,,"Amirpour, Semiramis",,,,,
+MKT,3330,002,,2,4,3,4,1,1,1,2,,1,,3,,,,1,,"Dale, Anita K",,,,,
+MKT,3330,003,2,6,10,5,2,1,,,1,,,,2,,,,,,"Amirpour, Semiramis",,,,,
+MKT,3330,004,6,8,10,1,2,1,2,,,,,,,,,,,,"Amirpour, Semiramis",,,,,
+MKT,3330,005,,3,6,2,8,1,,5,,1,,,1,,,,,,"Dale, Anita K",,,,,
+MKT,3330,006,10,6,1,3,3,2,1,,,,,1,1,,,,2,,"Amirpour, Semiramis",,,,,
+MKT,3340,001,,4,1,7,14,2,9,3,1,,,,,,,,1,,"Rajaratnam, Daniel",,,,,
+MKT,3340,501,12,26,17,6,1,,,,,1,,,,,,,,,"Hudelot, Loretta",,,,,
+MKT,4090,091,,,,,,,,,,,,,,10,,,,,"Haworth, Julie B",,,,,
+MKT,4330,001,5,8,11,5,,3,2,1,,,,1,,,,,,,"Clifton, Scott W",,,,,
+MKT,4330,0W1,2,7,8,4,8,4,,3,2,1,1,2,,,,,1,,"Edsel, Alexander D",,,,,
+MKT,4330,0W2,8,5,7,4,4,5,4,6,,1,,2,,,,,,,"Edsel, Alexander D",,,,,
+MKT,4331,001,3,6,2,,6,2,,1,1,,1,2,4,,,,,,"Dover, Howard F",,,,,
+MKT,4331,002,4,3,1,1,1,2,1,,2,,1,4,2,,,,,,"Dover, Howard F",,,,,
+MKT,4332,001,3,7,,1,3,1,1,1,2,,,,,,,,3,,"Dover, Howard F",,,,,
+MKT,4333,001,,9,11,4,,,1,,,,,,,,,,,,"Durow, Wesley",,,,,
+MKT,4334,001,2,16,9,11,6,2,,1,,,,,,,,,,,"Pahwa, Parneet","Patangay, Shivani","Dudeja, Shivika",,,
+MKT,4335,001,,,3,1,3,3,,1,1,,,,,,,,1,,"Dale, Anita K",,,,,
+MKT,4336,501,1,4,10,6,4,1,,,,,,,,,,,,,"Durow, Wesley",,,,,
+MKT,4337,001,4,17,18,2,1,1,,,1,,,,,,,,,,"Haworth, Julie B","Pandya, Nupurben J","Zhang, Weiheng",,,
+MKT,4337,501,,8,14,10,1,,,,,,,,,,,,,,"Jha, Jalaj",,,,,
+MKT,4338,501,,22,,,1,,,1,,,,,,,,,,,"Dickinson, Keith H",,,,,
+MKT,4339,501,12,7,2,3,,,,,1,,,,,,,,,,"Clifton, Scott W",,,,,
+MKT,4340,001,1,3,5,3,6,7,,1,,,,,,,,,,,"Kirk-Rolley, Lori",,,,,
+MKT,4350,001,4,5,3,8,7,13,1,4,1,,,,,,,,1,,"Biswas, Abhijit","Patangay, Shivani","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,
+MKT,4360,001,29,23,6,1,,,,,,,,,,,,,,,"Haworth, Julie B","Arora, Nishi",,,,
+MKT,4360,501,5,18,24,6,2,1,2,,2,,,,,,,,,,"Albrecht, Maria",,,,,
+MKT,4360,502,27,7,21,1,3,,,,1,,,,,,,,,,"Johnson, Quincy",,,,,
+MKT,4395,001,6,31,12,1,,,,,,,,,,,,,,,"Egeland, Rita E",,,,,
+MKT,6301,001,,10,1,12,8,,5,2,,,,,1,,,,,,"Rajaratnam, Daniel",,,,,
+MKT,6301,0W1,,9,10,4,7,3,2,,,,,,,,,,,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6301,0W2,,2,8,6,13,6,1,2,,,,,,,,,,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6301,0W3,,26,8,6,9,,,,,,,,,,,,,,"Pahwa, Parneet","Dudeja, Shivika","Patangay, Shivani",,,
+MKT,6301,0W5,,12,15,5,11,2,,,,,,,,,,,,,"Pahwa, Parneet","Dudeja, Shivika","Patangay, Shivani",,,
+MKT,6301,501,,4,2,4,2,1,2,,,,,,,,,,,,"Rajaratnam, Daniel",,,,,
+MKT,6301,5W1,,5,1,5,1,1,4,1,,,,,2,,,,,,"Rajaratnam, Daniel",,,,,
+MKT,6301,AW1,,14,,,,,,,,,,,,,,,,,"Reichmuth, Gary",,,,,
+MKT,6301,MBC,,10,8,17,9,,,1,,,,,,,,,,,"Rao, Ram C","Li, Peihan","Zhang, Weiheng","Pandya, Nupurben J",,
+MKT,6309,501,,12,7,4,8,,3,2,,,,,,,,,,,"Rajaratnam, Daniel",,,,,
+MKT,6310,001,,6,3,6,3,1,1,,,,,,,,,,,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6310,0W1,,5,3,10,5,,2,1,,,,,,,,,,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6321,0W1,,14,,7,14,1,1,,,,,,1,,,,,,"Edsel, Alexander D",,,,,
+MKT,6330,0W1,,4,6,6,11,6,3,,,,,,,,,,,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6336,001,,8,6,7,,1,,,,,,,,,,,,,"Kuksov, Dmitri","Li, Peihan",,,,
+MKT,6350,501,,4,4,5,1,,,,,,,,,,,,,,"Rao, Ram C","Li, Peihan",,,,
+MKT,6352,001,,13,6,4,9,4,3,4,,,,,4,,,,,,"Tirone, Guido",,,,,
+MKT,6352,0W1,,15,7,7,10,,4,1,,,,,3,,,,1,,"Tirone, Guido",,,,,
+MKT,6374,5H1,,15,5,2,4,1,,,,,,,,,,,,,"Edsel, Alexander D",,,,,
+MKT,6379,501,,12,9,5,2,,,1,,,,,1,,,,2,,"Mamadehussene, Samir",,,,,
+MKT,6380,501,,7,3,5,1,1,1,,,,,,1,,,,,,"Nichols, Paul M",,,,,
+MKT,6V98,001,,,,,,,,,,,,,,,,,,10,"Edsel, Alexander D",,,,,
+MKT,6V99,501,,12,,,1,,,,,,,,,,,,,,"Goel, Vivek",,,,,
+MSEN,5310,001,,3,3,1,3,1,,,,,,,1,,,,,,"Toher, Cormac","Zhang, Jiayi",,,,
+MSEN,6319,001,,5,3,3,2,1,1,,,,,,1,,,,1,,"Fischetti, Massimo",,,,,
+MSEN,7V80,001,,,,,,,,,,,,,,,,,,10,"Hsu, Julia W","Mia, Imon",,,,
+MUSI,1306,0H1,17,17,,3,3,,1,1,1,,1,1,1,,,,1,,"Salisbury, Linda",,,,,
+MUSI,1306,0H2,13,22,1,1,4,,,1,,,,,3,,,,1,,"Salisbury, Linda",,,,,
+MUSI,1306,0W1,47,42,21,10,6,2,3,,,1,1,,2,,,,3,,"Bennett, Jason","Daneshvarkashkooli, Marjan",,,,
+MUSI,1306,0W2,,44,14,19,8,4,4,1,,,,,,,,,2,,"Durbin, Kelly P",,,,,
+MUSI,1306,501,,30,4,5,5,1,1,,,,1,,,,,,,,"Lapinski, Robert M",,,,,
+MUSI,2113,501,4,15,2,,,,,,,,,,,,,,,,"Gerard, Lori A",,,,,
+MUSI,2315,001,,11,3,,1,,,,,,,,,,,,1,,"Hodan, Daniel M",,,,,
+MUSI,2315,002,8,5,1,2,1,,,,,,,,1,,,,1,,"Wilder, James E",,,,,
+MUSI,2315,501,,12,3,,,,,,,,,,,,,,3,,"Hodan, Daniel M",,,,,
+MUSI,2317,001,6,4,1,,1,,,1,,,,,,,,,,,"Arutyunyan, Artem",,,,,
+MUSI,2317,002,10,2,1,,,,,,,,,,1,,,,1,,"Oh, Domi",,,,,
+MUSI,2317,003,7,5,1,,,,,1,,,,,,,,,1,,"Arutyunyan, Artem",,,,,
+MUSI,2319,001,,10,,,,,,1,,,,,1,,,,1,,"Durbin, Kelly P",,,,,
+MUSI,2319,002,3,9,1,1,,,,,,,,1,1,,,,,,"Durbin, Kelly P",,,,,
+MUSI,2321,001,9,10,8,3,4,3,,2,4,2,1,,1,,,,,,"Mei, Yuxin",,,,,
+MUSI,2322,001,7,6,4,2,3,2,2,,1,,,,,,,,1,,"Gerard, Lori A",,,,,
+MUSI,2322,0W1,18,4,,1,1,,2,1,,,,,,,,,,,"Bennett, Rodger",,,,,
+MUSI,2325,001,,13,2,,,,,,,,,,,,,,,,"Riemer Bueckert, Nili S",,,,,
+MUSI,2325,002,,14,,1,,,,,,,,,,,,,,,"Riemer Bueckert, Nili S",,,,,
+MUSI,2328,001,6,4,2,3,,,,2,1,,,,1,,,,,,"Rushing, Katrina C",,,,,
+MUSI,2328,002,9,5,2,1,2,1,1,,,,,,2,,,,1,,"Rushing, Katrina C",,,,,
+MUSI,2329,001,6,4,2,1,1,2,,,1,,,,,,,,,,"Rushing, Katrina C",,,,,
+MUSI,3112,001,,11,,,,,,,,,,,,,,,,,"Rodriguez, Robert X",,,,,
+MUSI,3118,501,,45,,,,,,,,,,,,,,,,,"Ming, Adron",,,,,
+MUSI,3120,501,,47,,,,,,,,,,,,,,,,,"Lapinski, Robert M",,,,,
+MUSI,3127,001,,51,2,1,,,1,1,1,,,,,,,,1,,"Palant, Jonathan A",,,,,
+MUSI,3181,001,7,4,,,,,,,,,,,,,,,,,"Oh, Domi",,,,,
+MUSI,3186,001,,20,,,,,,,,,,,,,,,,,"Durbin, Kelly P",,,,,
+MUSI,3229,001,4,17,,,1,,,,,,,,,,,,,,"Parsoneault, Catherine J",,,,,
+MUSI,3328,001,9,2,,,,,,,,,,,,,,,,,"Rushing, Katrina C",,,,,
+MUSI,3388,001,6,5,,,,,,,,,,,,,,,1,,"Oh, Domi",,,,,
+MUSI,4185,001,,34,,,,,,,,,,,,,,,,,"Palant, Jonathan A",,,,,
+NATS,1101,001,14,9,5,3,2,,2,1,1,,1,,2,,,,,,"Permenter, Meredith L",,,,,
+NATS,1101,002,32,4,3,1,2,1,,,1,,,,,,,,,,"Treter, Donald R",,,,,
+NATS,1101,003,16,11,7,2,2,2,,,1,1,,,1,,,,1,,"Treter, Donald R",,,,,
+NATS,1101,004,26,12,1,2,1,,1,,,,,,,,,,,,"Biewer, Michael C",,,,,
+NATS,1101,005,30,5,2,,1,2,,,1,,,,2,,,,,,"Biewer, Michael C",,,,,
+NATS,1101,006,21,10,6,,2,,2,,,,,,3,,,,,,"Permenter, Meredith L",,,,,
+NATS,1101,007,24,14,,1,1,1,1,,,,,,,,,,1,,"Meedel, Jennifer",,,,,
+NATS,1101,008,31,10,,,2,,,,,,,,,,,,,,"Meedel, Jennifer",,,,,
+NATS,1101,009,34,8,,1,,,,,,,,,,,,,,,"Kenney, Erica",,,,,
+NATS,1101,010,34,6,2,1,,,,1,,,,,,,,,,,"Kenney, Erica",,,,,
+NATS,1101,011,29,10,,,1,,1,3,,,,,,,,,,,"Elgin, Linda",,,,,
+NATS,1101,012,27,10,,1,,2,,1,,,,,,,,,,,"Elgin, Linda",,,,,
+NATS,1101,013,19,8,,3,6,,1,1,,,1,,2,,,,,,"Polio, Jose J",,,,,
+NATS,1101,014,24,5,,4,6,,,2,,,1,,2,,,,,,"Polio, Jose J",,,,,
+NATS,1142,001,9,3,7,,,1,,,,,,1,,,,,,,"Lalani, Amin",,,,,
+NATS,1142,002,10,1,2,1,,,,1,,,,,3,,,,,,"Hennessy, Emily T",,,,,
+NATS,1142,003,13,3,2,,,,,1,,,,1,,,,,,,"Hennessy, Emily T",,,,,
+NATS,1142,004,10,3,,1,1,1,,,,,,,,,,,,,"Kirkland, Pamela I",,,,,
+NATS,1142,005,13,2,3,,1,,,,,,,,1,,,,,,"Kirkland, Pamela I",,,,,
+NATS,1142,006,3,9,3,1,1,1,,,2,,,,,,,,,,"Gregory, Denise",,,,,
+NATS,1143,001,2,7,1,1,1,,,,,,1,,1,,,,,,"Donaldson, Katherine E",,,,,
+NATS,1311,001,8,12,7,8,14,16,12,6,4,,3,,1,,1,,1,,"Hairston, Marc R","Gogoi, Antareep",,,,
+NATS,2333,HN1,25,,,,,,,,,,,,,,,,,,"Taylor, Stephanie M","Randolph, Erika D","Torres, Cristina A",,,
+NATS,3341,001,20,3,1,1,,,,,,,,,,,,,1,,"Dorsey, Floyd Z",,,,,
+NATS,3341,002,20,1,1,,2,,1,,,,,,2,,,,,,"Dorsey, Floyd Z",,,,,
+NATS,3343,001,,8,4,1,2,,,,,,,,,,,,,,"Gregory, Denise",,,,,
+NATS,4100,051,,,,,,,,,,,,,,26,,2,,,"Krawietz, Paul",,,,,
+NSC,3361,001,12,29,41,27,23,20,29,26,37,,30,,6,,3,,9,,"Miller, Van S",,,,,
+NSC,3361,002,4,7,9,5,5,6,5,6,12,,11,,2,,,,3,,"Taylor, Anna M","Eshbaugh, Kaitlyn Q",,,,
+NSC,3361,003,8,16,20,5,5,9,10,5,4,3,3,2,3,,,,2,,"Sultana, Rukhsana","Kroon, Samantha L",,,,
+NSC,3361,004,19,16,5,3,2,2,,,,1,,,,,,,,,"Marks, William","Okolie, Ifunanya M",,,,
+NSC,3361,005,7,11,15,6,9,8,4,4,1,3,,,2,,,,2,,"McWilliams, Steven P","Edun, Fiyinfoluwa F",,,,
+NSC,3361,006,2,4,2,2,,2,3,2,3,2,2,,4,,,,,,"Oleksiak, Cecily",,,,,
+NSC,3361,HN1,3,13,3,1,2,3,,,,,,,,,,,,,"LaDow, Eva S",,,,,
+NSC,3361,HN2,5,13,3,1,2,,,,,,1,,,,,,,,"LaDow, Eva S",,,,,
+NSC,4310,001,17,1,6,2,1,,1,,1,,,,,,,,,,"Miller, Van S",,,,,
+NSC,4320,0W1,39,4,1,1,,1,,,1,,,,,,,,,,"Jahangiri, Faisal R",,,,,
+NSC,4320,0W2,4,2,10,5,,2,1,1,,1,,2,2,,,,,,"Oleksiak, Cecily",,,,,
+NSC,4351,001,9,11,2,1,,,,,,,,,,,,,,,"Miller, Van S",,,,,
+NSC,4351,002,32,,,1,1,,,,1,,,,,,,,,,"Jahangiri, Faisal R",,,,,
+NSC,4352,001,30,1,6,2,2,1,,,1,,,,1,,,,,,"Zwierzchowski, Amy",,,,,
+NSC,4352,002,16,15,13,4,6,3,3,1,2,1,,2,,,,,1,,"Raboune, Siham","Ashshareef, Salma",,,,
+NSC,4352,HN1,1,12,4,1,1,,2,,,,,,,,,,4,,"LaDow, Eva S",,,,,
+NSC,4353,101,1,5,4,1,,,,,,,,,,,,,,,"McWilliams, Steven P","Casmedes, Isabella Y",,,,
+NSC,4353,102,2,6,4,,,,,,,,,,,,,,2,,"Raboune, Siham",,,,,
+NSC,4353,103,,2,8,1,1,,,,,,,,1,,,,,,"Raboune, Siham","Valencia, Julianna P",,,,
+NSC,4353,105,7,7,1,,,,,,,,,,,,,,,,"Zwierzchowski, Amy","Boston, Bethany",,,,
+NSC,4353,107,2,6,4,1,,,,,,,,,1,,,,,,"Marks, William","Kim, Minsung",,,,
+NSC,4353,108,6,1,1,,,,,1,,,,,,,,,2,,"Taylor, Anna M","Campen, Catherine E",,,,
+NSC,4353,109,5,9,1,,,,,,,,,,,,,,,,"Zwierzchowski, Amy",,,,,
+NSC,4354,001,17,28,24,14,7,3,7,4,,,,1,1,,,,,,"Marks, William","Yang, Ke",,,,
+NSC,4354,002,26,5,16,3,6,3,3,3,2,1,,1,1,,,,1,,"Engineer, Crystal T","El Zoghby, Yara T",,,,
+NSC,4356,001,,5,,,3,,,4,,,,,,,,,,,"Sultana, Rukhsana",,,,,
+NSC,4356,002,,16,,,18,,,11,,,6,,1,,,,2,,"Eagle, Andrew L","Mousavi, Seyedeh Leila",,,,
+NSC,4359,501,1,19,,,12,,,2,,,3,,,,,,,,"Rypma, Bart P","Ma, Jessica",,,,
+NSC,4362,001,,1,4,1,,1,,1,2,,1,,3,,,,,,"Nguyen, Lena H",,,,,
+NSC,4363,001,,90,,,5,,,1,,,,,,,,,,,"Dussor, Gregory O","Schaub, Mandee",,,,
+NSC,4363,002,4,7,3,5,5,1,2,1,2,1,,,,,,,2,,"Raboune, Siham",,,,,
+NSC,4364,0W1,1,41,1,,1,1,,,,,,,,,,,,,"Shareef, Safi Ullah","Kian, Saeid",,,,
+NSC,4366,001,,23,,,13,,,7,,,4,,3,,,,2,,"Solodkin, Ana J","Rodriguez, Daniella",,,,
+NSC,4366,002,5,10,7,8,12,3,4,1,1,,3,,2,,1,,1,,"Taylor, Anna M","Green, Audrey",,,,
+NSC,4372,0W1,,5,11,20,10,4,1,3,1,,,,,,,,2,,"Burton, Michael D","Ramos Freitas, Lindsey E",,,,
+NSC,4373,0W1,22,20,21,6,4,6,2,2,2,,,,,,,,,,"Marks, William","Krauth, Melissa",,,,
+NSC,4373,0W2,1,2,7,3,1,1,5,2,,,,,3,,,,1,,"Oleksiak, Cecily",,,,,
+NSC,4377,001,7,2,1,1,1,,,2,1,,2,,2,,,,,,"Miller, Van S",,,,,
+NSC,4381,001,,30,,,3,,,,,,,,,,,,3,,"Thorn, Catherine A",,,,,
+NSC,4382,0W1,93,17,7,1,,1,,,,,,,,,,,1,,"Jahangiri, Faisal R","Nematgorgani, Shiva",,,,
+NSC,4388,001,4,10,9,6,,,,,,,,,,,,,,,"McWilliams, Steven P",,,,,
+NSC,4389,001,4,2,2,1,1,,,1,,,,,,,,,,,"Ofen, Noa",,,,,
+NSC,4V90,001,13,7,2,2,,,,,,,,,,,,,,,"Zwierzchowski, Amy",,,,,
+NSC,4V95,001,,,,,,,,,,,,,,14,,,,,"Landrum, Payton E",,,,,
+NSC,4V96,005,,,,,,,,,,,,,,10,,,,,"Zwierzchowski, Amy",,,,,
+NSC,4V98,005,,,,,,,,,,,,,,13,,,,,"Gu, Zirong",,,,,
+NSC,4V98,033,,,,,,,,,,,,,,11,,,1,,"Thorn, Catherine A",,,,,
+OB,6152,X01,,17,3,,,,,,,,,,,,,,,,"Hicks, Robert F",,,,,
+OB,6248,CW1,,31,,,,,,,,,,,,,,,1,,"Hicks, Robert F",,,,,
+OB,6253,CW1,,,,,,,,,,,,,,,3,,1,17,"Warner, Lizette",,,,,
+OB,6301,001,,4,12,5,6,2,,,,,,,,,,,,,"Hicks, Jeffrey N",,,,,
+OB,6301,0W1,,40,20,6,3,2,,2,,,,,,,,,1,,"Hasenhuttl, Maria","Shen, Jia",,,,
+OB,6301,0W2,,13,2,1,1,1,,,,,,,,,,,,,"Hasenhuttl, Maria",,,,,
+OB,6301,501,,16,22,4,,4,,2,,,,,,,,,1,,"Hicks, Jeffrey N",,,,,
+OB,6301,CW1,,20,6,,,,,,,,,,,,,,,,"Ghosh, Anne F",,,,,
+OB,6301,CW2,,22,,,,,,,,,,,,,,,1,,"Bianco-Mathis, Virginia",,,,,
+OB,6301,GW1,,9,9,1,3,,,2,,,,,,,,,,,"Hicks, Jeffrey N",,,,,
+OB,6301,GW2,,21,,,,,,,,,,,2,,,,,,"Dowse, Eileen",,,,,
+OB,6301,MBC,,25,17,2,,1,,,,,,,,,,,,,"Hicks, Jeffrey N",,,,,
+OB,6301,X01,,14,3,,1,1,,,,,,,,,,,2,,"Hicks, Jeffrey N",,,,,
+OB,6331,501,,27,,,,,,,,,,,,,,,,,"Hasenhuttl, Maria",,,,,
+OB,6332,001,,41,,,3,,,,,,,,,,,,,,"Ziegler, Laurie L","Salehi Heidari, Samira",,,,
+OB,6332,0W1,,27,3,,6,1,,1,,,,,,,,,,,"Ziegler, Laurie L","Salehi Heidari, Samira",,,,
+OB,6332,0W2,,26,7,2,,,1,2,,,,,,,,,,,"Wu, Junfeng","Jiang, Ning",,,,
+OB,6332,0W3,,24,,2,9,,,,,,,,,,,,,,"Ziegler, Laurie L","Salehi Heidari, Samira",,,,
+OB,6334,CW1,,14,7,6,2,2,,,,,,,1,,,,1,,"Latham, Van M",,,,,
+OB,6348,CW1,,18,1,1,,,,,,,,,1,,,,,,"Plaisance Bryan, Suzette T",,,,,
+OB,6348,CW2,,26,,,,,,,,,,,,,,,,,"Narro, Amber J",,,,,
+OB,6350,CW1,,17,8,1,5,,,,,,,,,,,,1,,"Hicks, Robert F",,,,,
+OB,6352,CW1,,16,3,,1,,,,,,,,,,,,1,,"Warner, Lizette",,,,,
+OB,6357,CW1,,18,,,,,,,,,,,,,,,,,"Dixon, Nancy","Gregory, James",,,,
+OB,6370,CW1,,5,4,1,1,,,,,,,,1,,,,,,"Latham, Van M",,,,,
+OB,6377,CW1,,25,,4,2,,,,,,,,,,,,,,"Plaisance Bryan, Suzette T",,,,,
+OB,6378,CW1,,8,2,,2,,,,,,,,1,,,,,,"Albrecht, Dale J",,,,,
+OB,6379,CW1,,7,4,1,,,,,,,,,,,1,,,,"Albrecht, Dale J",,,,,
+OB,6383,CW1,,8,1,1,1,,,,,,,,,,,,,,"Norton, Larry W",,,,,
+OBHR,3310,001,2,14,21,17,4,3,,,,,,,,,,,,,"Huang, He",,,,,
+OBHR,3310,002,3,6,6,8,7,15,5,4,6,,3,,,,,,2,,"Skuza, Agnieszka","Venkumahanti, Rachana S",,,,
+OBHR,3310,003,5,27,18,4,5,,1,,,,,,,,,,,,"Kautz, Jason D",,,,,
+OBHR,3310,004,5,7,12,5,6,14,2,5,5,1,,,,,,,,,"Skuza, Agnieszka","Venkumahanti, Rachana S",,,,
+OBHR,3310,005,3,10,24,10,8,3,1,,,,,,,,,,,,"Kautz, Jason D",,,,,
+OBHR,3310,501,,16,10,17,8,1,2,3,,1,,,1,,,,1,,"Lee, Barbara H",,,,,
+OBHR,3310,502,7,17,18,11,3,3,1,,,,,,,,,,,,"Kautz, Jason D",,,,,
+OBHR,3310,503,,7,13,14,17,7,,2,,1,,,1,,,,,,"Lee, Barbara H",,,,,
+OBHR,3330,001,7,15,1,1,16,1,2,8,1,,2,,,,,,4,,"Morris, Mark","Kim, Hwayoung","Lu, Renjie",,,
+OBHR,3330,002,,10,14,13,10,8,8,1,,,,,,,,,,,"Meda, Edward","Acharya, Vishruth","Jiang, Ning",,,
+OBHR,3330,003,4,10,9,2,19,9,1,,3,,1,,1,,,,1,,"Weekley, Jeffrey A","Hanchinal, Aditya A",,,,
+OBHR,3330,004,,7,25,8,4,3,1,,,,,,,,,,,,"Meda, Edward","Acharya, Vishruth","Jiang, Ning",,,
+OBHR,3330,005,,8,12,12,7,11,5,2,4,,,,2,,,,2,,"Meda, Edward","Acharya, Vishruth","Jiang, Ning",,,
+OBHR,3330,006,48,4,,2,3,,,1,1,,,,,,,,,,"Albrecht, Dale J","Jiang, Rui",,,,
+OBHR,3330,007,7,5,11,3,16,9,1,6,,,,,2,,,,1,,"Weekley, Jeffrey A","Hanchinal, Aditya A",,,,
+OBHR,3330,501,1,21,3,3,6,2,,3,,2,,,2,,,,1,,"Morris, Mark","Kim, Hwayoung","Lu, Renjie",,,
+OBHR,3330,502,,12,3,5,13,2,2,4,1,1,1,,,,,,3,,"Morris, Mark","Kim, Hwayoung","Lu, Renjie",,,
+OBHR,4300,001,49,,,,,,,,,,,,,,,,,,"Edgington, Kyle D",,,,,
+OBHR,4310,001,46,7,,2,4,,,,,,,,,,,,,,"McNulty, Diane S","Barden, John P",,,,
+OBHR,4331,501,5,4,2,4,1,,,,1,,,,,,,,,,"Albrecht, Dale J",,,,,
+OBHR,4333,501,2,3,12,3,2,,1,1,1,,,1,,,,,,,"Albrecht, Dale J",,,,,
+OBHR,4334,001,2,2,4,,8,2,,,,,,,,,,,,,"Weekley, Jeffrey A","Hanchinal, Aditya A",,,,
+OBHR,4335,501,,6,5,7,4,,2,,,,,,,,,,,,"Meda, Edward","Acharya, Vishruth","Jiang, Ning",,,
+OBHR,4339,001,9,9,1,3,2,,,,1,,,,,,,,,,"Albrecht, Dale J","Frias, Noel E",,,,
+OBHR,4354,001,3,12,9,3,2,,2,,,,,,,,,,,,"Meda, Edward","Acharya, Vishruth","Jiang, Ning",,,
+OPRE,3310,001,4,16,24,6,3,3,2,1,,,,,1,,,,,,"Alborz, Shawn",,,,,
+OPRE,3310,002,,3,8,,13,14,,18,,,1,,2,,,,,,"Parks, David","Sharma, Rahul",,,,
+OPRE,3310,003,,9,14,5,7,10,5,4,3,1,,,1,,,,1,,"Mirzaeian, Neda","Marar, Abhijit",,,,
+OPRE,3310,004,5,7,12,16,13,5,2,,,,,,,,,,,,"Shahsavand, Parisa",,,,,
+OPRE,3310,005,6,18,,10,11,8,4,1,1,,,,,,1,,,,"Qi, Anyan","Ghosh, Pramit",,,,
+OPRE,3310,006,6,12,7,5,18,6,4,1,1,,,,,,,,,,"Wang, Mengxin","Ghosal, Shayak",,,,
+OPRE,3310,007,6,12,4,6,17,5,2,2,2,,,,,,,,4,,"Wang, Mengxin","Ghosal, Shayak",,,,
+OPRE,3310,008,,2,4,,8,20,,14,4,,4,,2,,,,2,,"Parks, David","Sharma, Rahul",,,,
+OPRE,3310,009,1,12,12,12,5,2,3,6,1,3,,,,,,,2,,"Kennedyd, Sarmann I","Verma, Samarth","Bandyopadhyay, Ishani",,,
+OPRE,3310,010,4,6,14,7,12,4,6,3,1,,1,2,,,,,,,"Kennedyd, Sarmann I","Bandyopadhyay, Ishani","Verma, Samarth",,,
+OPRE,3310,011,3,5,8,13,9,5,4,4,1,1,5,1,,,,,1,,"Kennedyd, Sarmann I","Verma, Samarth","Bandyopadhyay, Ishani",,,
+OPRE,3310,0W1,15,18,7,7,7,3,1,2,,,,,,,,,,,"Widdifield, David S",,,,,
+OPRE,3310,0W2,,9,,8,32,,2,6,,,2,,,,,,,,"Subramoniam, Ramesh","Udata, Bhaskara Ravi Teja",,,,
+OPRE,3310,501,,35,,8,13,,,4,,,,,,,,,,,"Hogan, James W",,,,,
+OPRE,3320,001,1,,2,3,4,5,1,4,4,,2,,4,,,,1,,"Fatehi, Soraya","Yan, Tianyu",,,,
+OPRE,3330,001,4,11,5,7,8,9,7,7,5,1,,1,,,,,3,,"Kennedyd, Sarmann I","Bandyopadhyay, Ishani","Verma, Samarth",,,
+OPRE,3330,002,13,13,11,7,6,6,1,1,1,,,,,,,,,,"Alborz, Shawn",,,,,
+OPRE,3330,0W1,19,8,11,5,6,4,1,2,1,,,,1,,,,1,,"Alborz, Shawn",,,,,
+OPRE,3330,0W2,25,11,5,6,5,4,2,,1,1,,,,,,,,,"Alborz, Shawn",,,,,
+OPRE,3333,001,,12,18,16,6,7,5,3,,,,,2,,,,1,,"Nguyen, Hien T","Trivedi, Prachi Rajendra",,,,
+OPRE,3333,002,3,5,18,10,6,9,3,4,5,,,,4,,,,1,,"Oguzman, Neslihan",,,,,
+OPRE,3333,003,6,13,6,8,10,3,4,5,4,1,,3,4,,,,2,,"Brussolo, Monica E","Bendigeri, Bhushan","Lohia, Varun",,,
+OPRE,3333,004,3,17,4,9,8,4,3,2,4,3,1,3,5,,,,3,,"Enayaty Ahangar, Negin","Talathi, Aryan U",,,,
+OPRE,3333,005,17,7,7,4,8,3,6,6,,1,3,3,1,,1,,1,,"Ahadi, Khatereh","Saxena, Mani","Gatne, Sushmita Sunil",,,
+OPRE,3333,006,6,15,5,5,10,5,9,4,,3,,,2,,,,2,,"Whalen, Tristan G","Mukhopadhyay, Avik",,,,
+OPRE,3333,0W1,3,14,10,3,4,5,4,2,3,2,2,1,5,,,,11,,"Enayaty Ahangar, Negin","Talathi, Aryan U",,,,
+OPRE,3333,0W2,3,14,4,8,2,9,4,1,2,3,1,2,5,,,,11,,"Enayaty Ahangar, Negin","Talathi, Aryan U",,,,
+OPRE,3333,501,4,7,7,6,11,5,6,3,7,2,1,3,3,,,,1,,"Sajjadi, Seyed R",,,,,
+OPRE,3340,001,2,11,3,4,2,2,5,2,,2,1,,7,,,,5,,"Enayaty Ahangar, Negin","Talathi, Aryan U",,,,
+OPRE,3340,501,13,6,3,2,3,9,2,5,2,3,2,2,6,,,,2,,"Whalen, Tristan G","Mukhopadhyay, Avik",,,,
+OPRE,3360,001,1,2,4,11,6,7,3,8,9,5,2,2,1,,,,2,,"Woldu, Malgorzata",,,,,
+OPRE,3360,002,13,12,5,9,6,3,3,5,2,2,1,3,,,,,1,,"Ramezani, Rasoul","Shankar, Nandhakumar Raj",,,,
+OPRE,3360,003,2,15,9,10,8,13,4,2,,,,,1,,,,1,,"Chen, Mingliu","Yan, Tianyu",,,,
+OPRE,3360,004,,9,3,7,14,4,4,8,2,5,3,,2,,,,4,,"Wang, Yining","Cheerla, Anirudh Reddy",,,,
+OPRE,3360,005,9,11,4,8,1,5,8,4,3,3,5,,,,,,3,,"Farzaneh, Mohammad Amin",,,,,
+OPRE,3360,006,12,9,5,6,5,6,8,2,5,2,,4,,,,,1,,"Ramezani, Rasoul","Shankar, Nandhakumar Raj",,,,
+OPRE,3360,007,7,3,7,6,6,9,5,3,4,3,3,5,,,,,2,,"Ramezani, Rasoul","Shankar, Nandhakumar Raj",,,,
+OPRE,3360,008,,6,4,6,6,4,3,6,3,7,3,1,6,,,,5,,"Toptal, Aysegul","Sibam, Patnala",,,,
+OPRE,3360,009,1,13,5,8,4,6,4,6,2,2,,1,8,,,,3,,"Toptal, Aysegul","Sibam, Patnala",,,,
+OPRE,3360,010,4,19,,24,7,3,3,2,,1,1,,,,,,,,"Qin, Qi","Jiang, Shanlin",,,,
+OPRE,3360,011,2,12,9,7,13,13,6,,,,,,1,,,,1,,"Chen, Mingliu","Yan, Tianyu",,,,
+OPRE,3360,012,2,6,12,4,3,6,7,5,4,,5,,3,,,,2,,"Bu, Like",,,,,
+OPRE,3360,0W1,2,8,12,13,10,6,3,4,4,1,,,1,,,,1,,"Brussolo, Monica E","Bendigeri, Bhushan",,,,
+OPRE,3360,0W2,6,22,4,7,12,2,4,2,,1,2,2,,,,,,,"Brussolo, Monica E","Bendigeri, Bhushan",,,,
+OPRE,3360,502,12,8,10,9,7,9,3,2,1,1,,1,,,,,1,,"Ahadi, Khatereh","Saxena, Mani","Gatne, Sushmita Sunil",,,
+OPRE,4310,001,2,5,2,4,5,7,1,2,2,2,,,1,,,,,,"Ramanathan, Kannan","Chaparla, Grashma Srihita","Podugu, Kanakadurga",,,
+OPRE,4320,001,,1,1,5,8,5,6,2,2,1,,,,,,,,,"Subramoniam, Ramesh","Nassa, Hardik",,,,
+OPRE,4330,501,,5,5,3,3,6,,1,1,,4,,,,,,3,,"Frazelle, Andrew","Sharma, Rahul",,,,
+OPRE,4340,0W1,2,9,7,8,8,5,5,2,1,,2,,1,,,,,,"Hu, Bin","Wei, Jiarui",,,,
+OPRE,4345,001,1,8,4,3,,1,,1,,,,,,,,,,,"Durow, Wesley",,,,,
+OPRE,4350,001,3,8,2,9,2,4,2,1,,1,,,,,,,1,,"Sethi, Avanti P","Dutta, Sayantan",,,,
+OPRE,4350,501,3,2,1,3,4,1,4,2,1,,,,,,,,,,"Sethi, Avanti P",,,,,
+OPRE,4357,001,2,3,,,3,2,,1,,,,1,,,,,,,"Naseri, Mo",,,,,
+OPRE,4362,001,9,9,8,4,7,1,3,2,,,,,,,,,,,"Widdifield, David S",,,,,
+OPRE,4V91,001,5,16,11,4,2,1,1,,,,,,,,,,,,"Brussolo, Monica E","Lohia, Varun",,,,
+OPRE,6301,001,,9,4,5,9,6,4,,,,,,,,,,,,"Sethi, Avanti P","Dutta, Sayantan",,,,
+OPRE,6301,002,,16,4,9,1,1,4,4,,,,,1,,,,1,,"Ahadi, Khatereh","Saxena, Mani","Gatne, Sushmita Sunil",,,
+OPRE,6301,003,,5,1,,7,7,7,5,,,,,3,,1,,,,"Wang, Shouqiang","Jiang, Shanlin",,,,
+OPRE,6301,5W1,,15,8,8,3,,1,2,,,,,2,,,,1,,"Leach, Sonia E","Lohia, Varun",,,,
+OPRE,6301,AW1,,11,2,,,,,,,,,,,,,,1,,"Kim, Dohyeong",,,,,
+OPRE,6301,CH1,,13,3,2,1,2,,,,,,,,,,,,,"Kim, Dohyeong",,,,,
+OPRE,6301,CW1,,9,2,1,1,,,,,,,,,,1,,,,"Kim, Dohyeong",,,,,
+OPRE,6301,GW1,,6,2,,,1,,,,,,,1,,1,,,,"Bush, Rhonda L",,,,,
+OPRE,6301,MBC,,4,3,2,7,6,4,2,,,,,2,,,,,,"Wang, Shouqiang","Jiang, Shanlin",,,,
+OPRE,6301,MBP,,13,2,5,2,3,,,,,,,,,,,3,,"Sethi, Avanti P","Dutta, Sayantan",,,,
+OPRE,6301,XW1,,9,1,1,4,,,,,,,,,,,,2,,"Bush, Rhonda L",,,,,
+OPRE,6302,001,,10,17,8,4,1,,,,,,,1,,,,2,,"Janakiraman, Ganesh","Marar, Abhijit",,,,
+OPRE,6302,002,,8,15,15,10,1,,,,,,,,,,,,,"Wang, Guihua","Tahergandomabadi, Mohammadmahdi",,,,
+OPRE,6302,0W1,,10,5,5,10,4,,4,,,,,1,,,,2,,"Leach, Sonia E","Lohia, Varun",,,,
+OPRE,6302,501,,4,5,5,5,1,,,,,,,1,,,,,,"Mirzaeian, Neda","Marar, Abhijit",,,,
+OPRE,6302,AW1,,15,2,1,2,,,,,,,,,,,,,,"Leach, Sonia E",,,,,
+OPRE,6302,CW1,,14,6,1,3,,,,,,,,,,,,,,"Ladipo, Anna",,,,,
+OPRE,6302,CW2,,18,7,1,2,1,,,,,,,,,,,,,"Ladipo, Anna",,,,,
+OPRE,6302,GW1,,14,2,1,2,,,,,,,,1,,,,,,"Ladipo, Anna",,,,,
+OPRE,6303,0W1,,16,4,6,13,3,1,3,,,,,2,,,,3,,"Sethi, Avanti P","Singh, Manjot",,,,
+OPRE,6304,001,,10,4,4,13,4,,,,,,,,,,,,,"Wang, Mengxin","Ghosal, Shayak",,,,
+OPRE,6325,501,,4,4,2,1,,,,,,,,,,,,,,"Wang, Guihua","Tahergandomabadi, Mohammadmahdi",,,,
+OPRE,6332,001,,9,3,7,2,1,1,4,,,,,,,,,,,"Ramanathan, Kannan","Chaparla, Grashma Srihita","Podugu, Kanakadurga",,,
+OPRE,6332,002,,10,11,12,9,1,,,,,,,1,,1,,2,,"Rios Uribe, Ignacio A","Ghosh, Pramit",,,,
+OPRE,6332,003,,6,1,,1,,,2,,,,,,,,,,,"Katok, Elena M","Chen, Qiuxia",,,,
+OPRE,6332,0W1,,5,2,,6,1,,1,,,,,,,,,,,"Ramanathan, Kannan","Chaparla, Grashma Srihita","Podugu, Kanakadurga",,,
+OPRE,6332,0W2,,6,7,3,3,6,,7,,,,,3,,,,3,,"Ramanathan, Kannan","Chaparla, Grashma Srihita","Podugu, Kanakadurga",,,
+OPRE,6332,501,,11,6,2,1,,,3,,,,,2,,,,1,,"Ramanathan, Kannan",,,,,
+OPRE,6341,0W1,,8,8,5,6,1,,,,,,,1,,,,,,"Honhon, Dorothee B","Chen, Qiuxia",,,,
+OPRE,6359,001,,9,3,8,5,1,,,,,,,,,,,,,"Sethi, Avanti P","Singh, Manjot",,,,
+OPRE,6359,002,,4,5,4,2,1,1,2,,,,,,,,,,,"Toptal, Aysegul","Sibam, Patnala",,,,
+OPRE,6359,003,,14,3,2,1,4,4,,,,,,1,,,,,,"Whalen, Tristan G","Mukhopadhyay, Avik",,,,
+OPRE,6359,005,,8,2,1,1,,2,,,,,,,,,,1,,"Whalen, Tristan G","Mukhopadhyay, Avik",,,,
+OPRE,6359,006,,1,3,,4,1,1,3,,,,,1,,,,,,"Toptal, Aysegul","Sibam, Patnala",,,,
+OPRE,6359,0W2,,14,6,1,2,3,,4,,,,,,,,,4,,"Ahadi, Khatereh","Saxena, Mani","Gatne, Sushmita Sunil",,,
+OPRE,6359,501,,3,,2,1,1,1,2,,,,,,,,,,,"Ramezani, Rasoul","Nguyen, Trung B",,,,
+OPRE,6362,001,,2,3,3,2,5,,1,,,,,,,,,,,"Kennedyd, Sarmann I","Bandyopadhyay, Ishani","Verma, Samarth",,,
+OPRE,6362,0W1,,16,12,4,2,2,,,,,,,,,,,,,"Alborz, Shawn",,,,,
+OPRE,6364,0W1,,6,2,3,2,,1,1,,,,,2,,,,,,"Ramanathan, Kannan","Chaparla, Grashma Srihita","Podugu, Kanakadurga",,,
+OPRE,6366,0W1,,6,3,2,3,4,1,5,,,,,4,,,,,,"Leach, Sonia E","Lohia, Varun",,,,
+OPRE,6366,501,,5,1,1,3,,,,,,,,,,,,,,"Leach, Sonia E","Lohia, Varun",,,,
+OPRE,6367,001,,24,,,,,,,,,,,,,,,,,"Parks, David",,,,,
+OPRE,6369,0W1,,9,6,6,2,,,,,,,,,,,,,,"Subramoniam, Ramesh","Nassa, Hardik",,,,
+OPRE,6369,501,,13,9,8,3,,,2,,,,,1,,,,,,"Subramoniam, Ramesh","Nassa, Hardik",,,,
+OPRE,6370,501,,24,8,4,7,,,,,,,,2,,,,,,"Sabri, Ehap H","Nguyen, Trung B",,,,
+OPRE,6371,001,,12,10,14,10,7,1,,,,,,,,,,,,"Hu, Bin","Wei, Jiarui",,,,
+OPRE,6371,0W1,,2,4,3,1,1,,1,,,,,,,,,,,"Katok, Elena M","Chen, Qiuxia",,,,
+OPRE,6372,PW1,,7,4,1,,,1,,,,,,,,,,,,"Cazares, Joseph",,,,,
+OPRE,6373,PW1,,6,7,,,,,,,,,,,,,,,,"Cazares, Joseph",,,,,
+OPRE,6378,001,,3,16,11,5,3,,,,,,,,,,,,,"Widdifield, David S",,,,,
+OPRE,6378,0W1,,4,9,15,4,1,,,,,,,,,,,,,"Widdifield, David S",,,,,
+OPRE,6379,501,,5,5,4,2,1,1,,,,,,1,,,,,,"Rajamani, Divakar","Tahergandomabadi, Mohammadmahdi",,,,
+OPRE,6382,0W1,,35,1,1,,1,,1,,,,,1,,,,,,"Vicario, Joseph A","Divin, Diane T",,,,
+OPRE,6V98,001,,,,,,,,,,,,,,,,,,27,"Fierst, John","Widdifield, David S",,,,
+OPRE,7051,001,,,,,,,,,,,,,,,,,,14,"Sethi, Suresh P",,,,,
+OPRE,7353,001,,6,7,4,4,,,,,,,,,,,,,,"Wang, Yining",,,,,
+PA,2325,001,,9,1,,2,1,,,,,1,,,,,,,,"Benavides, Abraham",,,,,
+PA,2325,HN1,2,18,1,,,,,,,,,,,,,,,,"Harrington, James","Lee, Moonsoo",,,,
+PA,3333,0W1,17,4,5,2,2,,,1,,,,1,3,,,,,,"Zeraatpisheh, Abdollah",,,,,
+PA,3355,001,,7,4,1,1,,1,,,,,,,,,,,,"Russell Murray, Allison R",,,,,
+PA,3380,0W1,,15,2,2,,,,1,3,,,,,,,,,,"Suk, Jinju",,,,,
+PA,3382,001,,8,,,1,,,1,,,,,,,,,,,"McCaskill, John R",,,,,
+PA,4350,001,,4,2,2,1,,,1,,,,,,,,,,,"Russell Murray, Allison R",,,,,
+PA,4386,0W1,36,14,6,3,3,1,1,1,1,,,2,3,,,,,,"Maxwell, Sarah P",,,,,
+PA,6311,501,,18,,,,,,,,,,,,,,,,,"McCaskill, John R",,,,,
+PA,6313,501,,19,,,,,,,,,,,,,,,,,"McCaskill, John R","Pavel, Md Eyasin Ul Islam",,,,
+PA,6320,501,,10,,1,,,,,,,,,,,1,,,,"McCandless, Sean",,,,,
+PA,6321,001,,10,,,,,,,,,,,,,,,,,"Benavides, Teodoro J",,,,,
+PA,6345,501,,9,,,,,,,,,,,,,1,,,,"McCandless, Sean",,,,,
+PA,6348,0W1,,13,,,,,,,,,,,,,,,,,"Benavides, Teodoro J",,,,,
+PA,6370,0W1,,5,4,,,,,1,,,,,,,,,,,"Tura, Memduh",,,,,
+PA,6382,0W1,,15,,3,,1,,,,,,,,,,,1,,"Searing, Elizabeth A","Wicker, Brandy M","Stevens, Sah-Jay",,,
+PA,6387,0W1,,10,,,,,,,,,,,,,,,,,"Searing, Elizabeth A","Wicker, Brandy M","Stevens, Sah-Jay",,,
+PA,6399,501,,10,,,,,,,,,,,,,,,,,"McCaskill, John R",,,,,
+PHIL,1301,001,2,33,,3,33,,4,24,,2,11,,4,,,,3,,"Amato, Lawrence A",,,,,
+PHIL,1301,002,10,5,6,4,,1,1,,,,,,1,,,,1,,"Tsou, Jonathan Y",,,,,
+PHIL,1307,001,,45,,4,36,,3,15,,,5,,4,,,,3,,"Amato, Lawrence A",,,,,
+PHIL,2303,001,4,2,3,2,4,2,3,,2,,1,,2,,,,3,,"Campos, Laura Graciela",,,,,
+PHIL,4322,001,,5,1,3,,1,1,,,,,,,,,,1,,"Bambach, Charles R",,,,,
+PHIL,4331,001,,4,5,,1,1,,,,1,,,3,,1,,1,,"Gonzalez Nunez, Humberto J",,,,,
+PHIL,4333,001,,10,,2,1,2,2,,,,,,1,,,,1,,"Davies, Katherine",,,,,
+PHIL,6325,001,,9,2,,,,,,,,,,,,,,,,"Davies, Katherine",,,,,
+PHIN,1120,001,,22,,,,,,,,,,,,,,,1,,"Gold, Terry",,,,,
+PHIN,1120,002,,19,,,,,,,,,,,,,,,2,,"Gold, Terry",,,,,
+PHIN,1121,001,,12,,,,,,,,,,,1,,,,1,,"Bell, John S",,,,,
+PHIN,2125,001,,10,,,,,,,,,,,,,,,1,,"Gold, Terry",,,,,
+PHYS,1100,001,1,,,,,,,,,,,,,29,,,,,"Goncalves Pinheiro, Alexandre",,,,,
+PHYS,1101,101,3,18,2,4,1,,1,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Niloy, Md Shaid Hasan",,,
+PHYS,1101,102,1,20,3,1,1,,,,2,,,,1,,,,,,"Khan, Amena L","Kadala, Roger H","Niloy, Md Shaid Hasan",,,
+PHYS,1101,103,,26,2,1,,,,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Koirala, Babita",,,
+PHYS,1101,104,5,19,3,,,1,,1,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Ali, Akbar",,,
+PHYS,1101,105,,20,7,,,,1,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Desai, Amogh N",,,
+PHYS,1101,106,,20,5,,1,1,1,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Desai, Amogh N",,,
+PHYS,1101,107,1,22,2,2,1,1,,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Ali, Akbar",,,
+PHYS,1101,601,,16,2,3,2,1,2,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Koirala, Babita",,,
+PHYS,1102,101,11,12,,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Imran, Tuhin Muhammad",,,
+PHYS,1102,102,,13,11,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya",,,,
+PHYS,1102,103,12,9,2,,1,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Kamble, Nisha Vinay",,,
+PHYS,1102,104,2,7,14,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Rezvani, Sina",,,
+PHYS,1102,105,4,15,2,2,1,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Rezvani, Sina",,,
+PHYS,1102,106,6,12,2,,,1,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Seifi, Melodee O","Xie, Yunan",,
+PHYS,1102,107,7,15,,,,,,,,,,,1,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Shamma, Abeda Sultana",,,
+PHYS,1102,108,8,16,,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Shamma, Abeda Sultana",,,
+PHYS,1102,601,8,14,1,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Obenza, Alexander M",,,
+PHYS,1102,602,4,13,1,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Obenza, Alexander M",,,
+PHYS,1301,001,17,17,16,13,12,11,8,8,8,3,3,3,4,,1,,4,,"Penev, Kaloyan M","Jafarzadeh, Seyed Javad",,,,
+PHYS,1301,501,92,10,3,,,,,,,,,,,,,,,,"Goncalves Pinheiro, Alexandre","Smith, Sean S",,,,
+PHYS,1302,001,11,16,21,8,18,14,4,20,,,,1,1,,,,2,,"Zhu, Qingyu","Lin, Manshuo",,,,
+PHYS,1302,002,52,26,1,10,9,2,5,8,1,1,,,2,,,,,,"Kadala, Roger H","Seifi, Melodee O",,,,
+PHYS,2125,101,11,17,,,,,,,,,,1,1,,,,,,"Khan, Amena L","Kadala, Roger H","Crawford, John A",,,
+PHYS,2125,102,8,15,4,,,2,,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Kajla, Rohit",,,
+PHYS,2125,103,1,28,,1,,,,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Wu, Yuxiang",,,
+PHYS,2125,104,6,19,1,,,1,,,,,,,2,,,,,,"Khan, Amena L","Kadala, Roger H","Ghosh, Bishal K",,,
+PHYS,2125,105,,22,2,4,1,,1,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Nadella, Sahithi",,,
+PHYS,2125,106,3,22,3,,,,,,,,,,1,,,,,,"Khan, Amena L","Kadala, Roger H","Awoyinka, Tunde D",,,
+PHYS,2125,107,9,13,2,4,,,,,,,1,,,,,,,,"Khan, Amena L","Kadala, Roger H","Kapte, Isha Sunil",,,
+PHYS,2125,108,5,16,2,2,1,1,,,,,1,1,,,,,,,"Khan, Amena L","Kadala, Roger H","Ghosh, Bishal K",,,
+PHYS,2125,109,4,19,3,,,,,2,,,,,2,,,,,,"Khan, Amena L","Kadala, Roger H","Magadi Shivalingaiah, Meghraj",,,
+PHYS,2125,110,3,20,2,1,,,,,,,2,,1,,,,,,"Khan, Amena L","Kadala, Roger H","Magadi Shivalingaiah, Meghraj",,,
+PHYS,2125,111,4,22,1,,,1,,,,,,,2,,,,,,"Khan, Amena L","Kadala, Roger H","Yadav, Priti",,,
+PHYS,2125,112,7,14,1,1,2,1,1,1,,,,,,,,,1,,"Khan, Amena L","Kadala, Roger H","Awoyinka, Tunde D",,,
+PHYS,2125,113,9,16,2,,,,,1,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Crawford, John A",,,
+PHYS,2125,114,5,20,1,2,,1,,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Zhao, Kehui",,,
+PHYS,2125,115,6,16,2,1,,,,2,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Kajla, Rohit",,,
+PHYS,2125,116,6,20,1,1,1,,,1,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Jafarzadeh, Seyed Javad",,,
+PHYS,2125,117,3,20,1,1,1,,1,,1,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Yadav, Priti",,,
+PHYS,2125,601,11,12,1,3,1,,,,,,,1,,,,,,,"Khan, Amena L","Kadala, Roger H","Kapte, Isha Sunil",,,
+PHYS,2125,602,2,20,1,2,2,1,1,,,,,,,,,,,,"Khan, Amena L","Kadala, Roger H","Wu, Yuxiang",,,
+PHYS,2126,101,8,15,4,1,1,,,,,,,,1,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Modumudi, Sai Madhav",,,
+PHYS,2126,102,12,16,,,,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Aker, Adam",,,
+PHYS,2126,103,20,6,,1,,,,,,,,,,,,,1,,"Saleh, Lamya","Mac Alevey, Paul J","Pineda, Crosby",,,
+PHYS,2126,104,14,8,2,1,,,1,,,,,,,,,,1,,"Saleh, Lamya","Mac Alevey, Paul J","Ruwali, Shisir",,,
+PHYS,2126,105,14,12,2,,,,,,,,,1,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Shrestha, Samyak",,,
+PHYS,2126,106,1,16,6,3,2,1,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Seifi, Melodee O",,,
+PHYS,2126,107,,7,14,4,1,,,,,,,,,,,,1,,"Saleh, Lamya","Mac Alevey, Paul J",,,,
+PHYS,2126,108,7,16,3,1,,1,,,,,,,1,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Neubauer, Brennan B",,,
+PHYS,2126,109,5,13,3,1,,,,,1,,,,,,,,2,,"Saleh, Lamya","Mac Alevey, Paul J","Neubauer, Brennan B",,,
+PHYS,2126,110,10,14,3,2,,,,1,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Sapkota, Dipak",,,
+PHYS,2126,111,19,3,2,1,1,1,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Imran, Tuhin Muhammad","Kamble, Nisha Vinay",,
+PHYS,2126,112,8,17,2,1,,1,,,,,1,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Palos, Rylee K",,,
+PHYS,2126,113,17,9,2,,1,,,,,,,,,,,,1,,"Saleh, Lamya","Mac Alevey, Paul J","Ahmad, Faiz",,,
+PHYS,2126,114,13,10,4,2,,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Patra, Rittik",,,
+PHYS,2126,115,24,3,,,1,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Pineda, Crosby",,,
+PHYS,2126,116,13,11,,1,,,,,1,,,,,,,,2,,"Saleh, Lamya","Mac Alevey, Paul J","Rahman, Md. Musfiqur",,,
+PHYS,2126,117,3,16,3,,1,,1,,1,,,,1,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Palos, Rylee K",,,
+PHYS,2126,118,7,12,5,,,,,2,,1,,,,,,,1,,"Saleh, Lamya","Mac Alevey, Paul J","Imran, Tuhin Muhammad",,,
+PHYS,2126,119,4,24,1,,,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J",,,,
+PHYS,2126,120,19,10,1,,,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Kader, Md Joadul",,,
+PHYS,2126,121,17,10,1,,,,,,,,,1,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Shrestha, Samyak","Neubauer, Brennan B",,
+PHYS,2126,122,13,3,,,,,,,,,,,2,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Patra, Rittik",,,
+PHYS,2126,123,21,3,,1,,,,,,,,,1,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Rahman, Md. Musfiqur",,,
+PHYS,2126,124,26,3,,,,,,,,,,,1,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Kader, Md Joadul",,,
+PHYS,2126,125,15,13,1,1,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Sapkota, Dipak",,,
+PHYS,2126,601,4,6,1,1,,,,1,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Ahmad, Faiz",,,
+PHYS,2126,602,5,4,1,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Modumudi, Sai Madhav",,,
+PHYS,2126,603,9,13,2,2,,1,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Kamble, Nisha Vinay","Imran, Tuhin Muhammad",,
+PHYS,2126,604,11,17,1,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Ruwali, Shisir",,,
+PHYS,2303,001,6,7,5,6,2,,,1,,,,,1,,,,,,"Khan, Amena L","Gogoi, Antareep",,,,
+PHYS,2325,001,201,15,3,3,,,1,3,,,,,2,,,,4,,"Lv, Bing","Goncalves Pinheiro, Alexandre","Khalid, Muhammad",,,
+PHYS,2325,002,33,55,18,27,35,15,14,17,9,4,6,4,6,,,,2,,"Ishak-Boushaki, Mustapha","Sooriyaarachchi, Vinu K",,,,
+PHYS,2325,003,7,10,5,7,14,13,16,13,7,4,2,5,15,,,,7,,"Goeckner, Matthew J","Allen, Cody R",,,,
+PHYS,2326,001,64,31,27,18,12,7,10,9,7,2,4,3,2,,,,3,,"Saleh, Lamya","Lochridge, Matthew D",,,,
+PHYS,2326,002,2,8,13,11,24,25,14,28,16,3,9,6,14,,,,14,,"Smith, Aaron","Ryan, Conor",,,,
+PHYS,2326,003,2,29,23,32,39,37,10,4,5,3,,1,2,,,,6,,"Gartstein, Yuri","Arabiat, Aya H",,,,
+PHYS,2326,004,16,61,22,25,62,18,9,5,4,,,,4,,,,7,,"Lumata, Lloyd L",,,,,
+PHYS,3330,001,5,4,2,3,2,2,,1,,1,1,,1,,,,1,,"King, Lindsay J","McNally, Christina M",,,,
+PHYS,3380,001,2,6,,,3,2,2,1,2,,,,2,,,,,,"Anderson, Phillip C","Tonoian, David",,,,
+PHYS,3411,501,,3,,2,1,1,1,1,1,1,,,2,,,,1,,"Mac Alevey, Paul J","Patel, Mahammed Suleman",,,,
+PHYS,3416,001,4,1,,2,3,2,1,7,2,,4,,6,,1,,1,,"Malko, Anton","Smith, Sean S",,,,
+PHYS,4301,001,3,6,4,6,1,2,1,1,,1,,,3,,,,2,,"Gartstein, Yuri","Xie, Yunan",,,,
+PHYS,4340,001,2,3,5,,2,,,,,,,,1,,,,1,,"Zeng, Bei","Gupta, Arunaday",,,,
+PHYS,4352,001,11,8,5,4,,1,,,,,,,1,,,,,,"Vasko, Ivan","Tonoian, David",,,,
+PHYS,4373,101,,10,,,,,,,,,,,,,,,,,"Slinker, Jason D","Adams, Austen C",,,,
+PHYS,5301,001,,4,3,2,1,1,2,,,,,,,,,,,,"Mac Alevey, Paul J","Patel, Mahammed Suleman",,,,
+PHYS,5311,001,,10,,,2,,,2,,,,,,,,,,,"Kesden, Michael H","Aker, Adam",,,,
+PHYS,5322,001,,1,3,3,5,,,,,,,,,,,,1,,"Zhang, Xiaojia","Zhao, Kehui",,,,
+PHYS,6300,001,,6,3,1,6,3,,,,,,,,,1,,,,"Lee, Mark","Allen, Cody R",,,,
+PPOL,4396,002,2,1,5,2,,,,,,,,,,,,,,,"Clark, Amanda","Chang, Gary","Bi, Hanying",,,
+PPOL,4396,003,3,3,1,,1,1,,1,,,,,,,,,,,"Clark, Amanda","Chang, Gary",,,,
+PPPE,6301,501,,3,5,2,1,2,,,,,,,,,,,,,"Cisneros Tersitsch, Marco Elias","Singh, Sonali",,,,
+PPPE,6302,001,,8,4,1,,,,,,,,,,,,,,,"Sobolev, Anton",,,,,
+PPPE,6302,501,,6,4,2,1,,,,,,,,,,,,,,"Sobolev, Anton",,,,,
+PPPE,6303,501,,1,8,3,1,,,,,,,,,,,,,,"Zhang, Pengfei","Khan, Humza",,,,
+PPPE,6310,501,,4,16,5,1,,,,,,,,,,,,,,"Fass, Simon M",,,,,
+PPPE,6315,501,,6,4,,,,,,,,,,,,,,,,"Howe, Nathaniel M",,,,,
+PPPE,6329,001,,13,2,,,,,,,,,,,,,,,,"Tura, Memduh",,,,,
+PPPE,6340,001,,10,,,,,,,,,,,,,,,,,"Scotch, Richard K",,,,,
+PSCI,3301,HN1,3,11,3,,,1,,,,,,,,,,,,,"Dow, Douglas C",,,,,
+PSCI,3303,001,3,5,12,7,13,7,,5,,1,1,1,2,,,,3,,"Gray, Thomas R","Kim, Pyung",,,,
+PSCI,3310,501,8,7,12,5,5,1,,,1,,,,,,,,,,"Sipos, Savannah M",,,,,
+PSCI,3325,001,4,7,11,7,13,12,6,4,4,1,,,4,,,,2,,"Lowry, Robert C","Shafiq, Sadman",,,,
+PSCI,3328,001,38,19,13,6,4,2,,3,,1,,1,,,,,2,,"Edgerton, Jared","Bin Kamal, Md Khalid",,,,
+PSCI,4307,001,3,1,1,1,,1,,1,,,1,,1,,,,,,"Brandt, Patrick T","Hoque, Rafsanul",,,,
+PSCI,4319,001,,10,28,4,4,4,,,1,,,1,,,,,,,"Bram, Curtis","Cincotta, Mamie G",,,,
+PSCI,4323,HN1,5,14,,,,,,,,,,,,,,,,,"Roetzel Ossenfort, Natalie J",,,,,
+PSCI,4328,001,6,24,5,,,1,3,1,,,1,,,,,,,,"Santoro, Lauren A","Islam, Maria",,,,
+PSCI,4329,001,1,9,9,12,31,8,7,2,1,,1,,3,,,,1,,"Peinhardt, Clint W","Shin, Hanna","Alfa, Victor L",,,
+PSCI,4341,001,2,11,9,10,4,10,5,,,,1,,3,,,,,,"Miller, Banks P","Hollis, Camron",,,,
+PSCI,4363,001,1,15,5,5,15,4,1,2,,,,,,,,,,,"Cheruvu, Sivaram","Tompkins, Kayleigh S",,,,
+PSCI,4370,HN1,24,19,5,,,,,,,,,,,,,,,,"Chin, Michelle L","Snead, Adrian","Piazza, John","LaMura, Sandra","Guillory, Emmanual",
+PSCI,4372,HN1,,48,,,,,,,,,,,,,,,,,"Daly, John A","Chin, Michelle L",,,,
+PSCI,4373,HN1,,46,1,1,,,,,,,,,,,,,,,"Mbyirukira, Shema N","Warbrick, Malcolm","Bergendorff, Karlee","Browne, Vanesa","Chin, Michelle L",
+PSCI,4377,001,3,3,2,11,10,1,,,,,,1,1,,,,1,,"Stewart, Marianne C","Yin, Huiyan",,,,
+PSCI,4396,001,4,13,5,3,3,3,,,,,1,,,,,,,,"Gray, Thomas R","Elmore, Naela",,,,
+PSCI,4396,002,,3,12,5,4,2,,,,,,,1,,,,,,"Pinckney, Jonathan","Wang, Ariel A",,,,
+PSCI,4V66,501,21,,,,,,,,,,,,,,,,,,"Seagroves, Tony A",,,,,
+PSCI,4V67,HN1,7,8,1,,,,,,,,,,,,,,,,"Joiner, Joanne",,,,,
+PSCI,4V76,HN1,48,,,,,,,,,,,,,,,,,,"Warbrick, Malcolm","Ramanathan, Subhasri","Chin, Michelle L",,,
+PSCI,6302,001,,6,4,1,2,,,,,,,,,,,,,,"Sobolev, Anton",,,,,
+PSCI,6303,501,,5,11,8,3,1,,,,,,,,,,,,,"Zhang, Pengfei","Khan, Humza",,,,
+PSCI,6315,501,,10,10,,,1,,,,,,,,,,,,,"Howe, Nathaniel M",,,,,
+PSCI,6321,001,,7,5,3,2,,,,,,,,,,,,,,"Cheruvu, Sivaram",,,,,
+PSCI,6350,001,,6,3,1,1,,,,,,,,,,,,,,"Edgerton, Jared","Pillai, Maitreyi M",,,,
+PSCI,6355,501,,2,5,5,,,,,,,,,,,,,,,"Pinckney, Jonathan",,,,,
+PSY,2301,001,,32,27,19,15,12,10,1,3,,2,2,5,,,,2,,"Brody, Salena M","Hafiz, Mariam",,,,
+PSY,2301,002,7,25,18,17,10,13,10,6,6,3,3,1,8,,,,2,,"Ybarra, Regina K","Wang, Bangjie","Prince, Erin",,,
+PSY,2301,0W1,,41,21,21,14,21,7,5,9,,2,4,12,,,,11,,"Brody, Salena M","Coats, Ummi K","Sierra, Francisco J",,,
+PSY,2301,0W2,45,77,32,17,7,9,3,2,1,,2,,3,,,,,,"Sasson, Noah J","Calderon, Rachel M","Pezanko, Luke",,,
+PSY,2301,HN1,8,6,7,1,2,,1,,,,,,,,,,,,"Devdas, Neetha R",,,,,
+PSY,2301,HN2,9,6,5,1,2,,1,,,,,,,,,,,,"Devdas, Neetha R",,,,,
+PSY,2314,001,9,17,17,13,11,5,6,1,6,3,2,3,7,,,,,,"Atchison, Kristin J","Padilla Cardoso, Mayra A",,,,
+PSY,2314,0W1,,12,24,7,19,6,7,8,7,1,2,2,3,,,,2,,"Drew, Linda M","Hsieh, Uan-Luen",,,,
+PSY,2317,001,10,10,6,6,2,2,3,,1,,,,3,,,,2,,"Atchison, Kristin J","Batchalli Maruthy, Gayathri",,,,
+PSY,2317,0W1,,47,6,6,4,2,,3,1,,,,1,,,,,,"Fearon, Danielle","Behboudi, Mohammad Hossein",,,,
+PSY,2317,0W2,,28,9,3,7,2,1,1,2,1,1,3,2,,,,,,"Ruggero, Camilo J","Brown, Tracy",,,,
+PSY,3100,001,9,2,1,,,,,,,,,,,,,,,,"Large, Adrienne N",,,,,
+PSY,3310,001,,145,,,24,,,6,,,3,,6,,,,,,"Timmons, Lisa N","Delfosse, Camille M",,,,
+PSY,3310,0W1,,98,3,2,7,1,1,1,,,1,,1,,,,,,"Bonner, Deborah","Gutierrez, Alyssa M",,,,
+PSY,3331,001,32,13,13,7,12,7,2,3,1,4,6,2,5,,,,1,,"Park, Bo Kyung","Han, Eun Jin",,,,
+PSY,3331,0H1,,28,10,10,22,14,11,13,5,3,,,7,,,,5,,"Huxtable-Jester, Karen J","Telidevara, Amrita Kaushik",,,,
+PSY,3332,001,,31,9,5,10,3,2,4,,,3,,4,,,,,,"Holub, Shayla C","Heinrich, Melissa D",,,,
+PSY,3336,001,3,2,3,5,3,4,,,,,,,1,,,,1,,"Atchison, Kristin J",,,,,
+PSY,3338,001,1,4,4,1,2,1,3,1,2,,1,1,,,,,,,"Tang, Alva","Kim, Taesun",,,,
+PSY,3339,0H1,,7,3,3,9,3,4,2,1,,3,,7,,,,,,"Huxtable-Jester, Karen J","Sudheesh, Athul",,,,
+PSY,3342,0W1,,56,,,1,,,1,,,2,,,,,,,,"Bonner, Deborah","Liu, Yiyao",,,,
+PSY,3352,001,,3,9,4,9,6,5,4,3,3,1,1,6,,,,2,,"Skinner, Margaret","Izurieta Munoz, Haydee S",,,,
+PSY,3360,0W1,2,14,31,13,31,17,4,6,9,2,5,2,1,,,,1,,"Drew, Linda M","Koch, Mia N",,,,
+PSY,3361,001,44,15,6,13,10,2,7,6,4,,2,,,,3,,,,"Roark, Dana A","Cortez, Jared I",,,,
+PSY,3361,0W1,18,10,10,6,11,3,1,3,,1,2,,3,,,,,,"Seaman, Kendra L","Nguyen, Linh Thi D",,,,
+PSY,3362,001,1,12,,1,12,,1,11,1,2,2,,2,,,,1,,"Mills, Candice M","Gholap, Neha P",,,,
+PSY,3392,0W1,39,26,11,5,5,3,1,1,1,,,,2,,,,,,"Grant, Meridith G","Millward, Kennedy A",,,,
+PSY,3392,0W2,48,17,10,7,4,2,4,,1,,,1,,,,,,,"Grant, Meridith G","Millward, Kennedy A",,,,
+PSY,3393,001,1,5,7,3,3,2,1,,,,,,,,,,,,"Smith, Evan T","Sherard, Glenn H",,,,
+PSY,3393,002,,2,1,1,3,,,,,,,,3,,,,2,,"Damme, Katherine S","Eisenberg, LuLu A",,,,
+PSY,3393,003,9,7,3,1,,1,,,,,,,,,,,,,"Shirvani, Forouz","Hosseinpourkhoshkbari, Reyhaneh",,,,
+PSY,3393,004,4,3,5,,1,2,,,1,,,,1,,,,,,"Yoon, Leehyun","Lilly, Lauren H",,,,
+PSY,3393,005,,14,4,2,,,1,,,,,,,,,,,,"Fearon, Danielle","Monroe, Anthony J",,,,
+PSY,3393,006,7,8,4,2,1,,,,,,,,,,,,,,"Shirvani, Forouz","Rodriguez, Stephanie",,,,
+PSY,3393,501,,7,2,1,1,2,,,,1,,,1,,2,,,,"Tillman, Gail D","Smith, Emily J",,,,
+PSY,4326,001,3,7,2,2,3,2,,,,2,,,,,,,1,,"Kent, Jerillyn",,,,,
+PSY,4328,001,4,5,3,8,9,4,3,7,5,3,4,2,1,,,,,,"Kane, Heidi S","Li, Yue",,,,
+PSY,4331,001,7,4,12,4,8,5,2,2,1,1,,,4,,,,1,,"Boyd, Ryan L","Macphail, Donald C",,,,
+PSY,4343,001,4,19,17,17,15,13,10,4,7,3,2,2,8,,,,1,,"Ybarra, Regina K","Carrico, Sara M",,,,
+PSY,4343,0W1,11,38,17,23,17,8,7,5,5,,2,1,4,,,,1,,"Ybarra, Regina K","Kulkarni, Maitreyee",,,,
+PSY,4343,0W2,,16,24,31,27,19,11,5,2,2,3,1,4,,,,1,,"Pinkham, Amy E","Gu, Pan",,,,
+PSY,4344,001,,40,,,14,,,2,,,,,1,,,,2,,"Timmons, Lisa N","Redig, Samantha L",,,,
+PSY,4347,001,3,7,4,7,8,6,7,3,5,2,1,,3,,,,3,,"Nelson Taylor, Jackie A","Li, Yue","Peacock, Dru D",,,
+PSY,4348,001,,3,8,4,1,3,5,1,1,,,,,,,,2,,"Skinner, Margaret",,,,,
+PSY,4359,501,1,6,,,12,,,1,,,,,,,,,3,,"Rypma, Bart P","Ma, Jessica",,,,
+PSY,4365,501,15,8,3,2,,1,1,,,,,,2,,,,,,"Raman, Rachna",,,,,
+PSY,4394,001,,,,,,,,,,,,,,21,,1,1,,"Choate, Michael J",,,,,
+PSY,4395,001,,,,,,,,,,,,,,37,,1,,,"Choate, Michael J",,,,,
+PSY,4V90,002,,15,,,2,,,,,,,,,,,,,,"Capili, Conrad R",,,,,
+PSY,4V90,0W1,,11,6,3,4,1,1,1,,,,,3,,,,3,,"Ruggero, Jennifer L",,,,,
+REAL,3305,001,1,,1,1,2,2,2,4,4,1,4,2,1,,,,,,"Guttery, Randall","Thota, Saranya",,,,
+REAL,3305,003,,1,,2,1,4,1,1,4,4,1,2,,,,,,,"Guttery, Randall","Thota, Saranya",,,,
+REAL,4328,501,,3,2,1,4,,,,,,,,,,,,,,"Zale, Daniel B",,,,,
+REAL,6321,0W1,,17,3,1,,,1,,,,,,,,,,,,"Lynch, Julie","Chakravarthula, Komal",,,,
+RELS,3351,001,3,3,1,,1,,,,,,,,2,,,,,,"Anjum, Zafar",,,,,
+RHET,1302,001,,5,,4,4,1,,,,,2,,1,,,,,,"Martinez, Lilia E",,,,,
+RHET,1302,003,5,5,,2,2,,1,,1,,,,2,,,,,,"Sahota, Kiran B",,,,,
+RHET,1302,004,1,2,6,4,1,1,,,1,,,,2,,,,,,"Sidders, Tiffany",,,,,
+RHET,1302,005,1,4,2,1,4,,1,1,1,,,,3,,,,,,"Boye, Allison","King, Carie S",,,,
+RHET,1302,006,8,5,1,1,,1,,,,,1,,1,,,,,,"Sahota, Kiran B",,,,,
+RHET,1302,007,,2,2,2,3,2,2,1,,,,,4,,,,1,,"Sidders, Tiffany",,,,,
+RHET,1302,008,4,1,4,1,1,2,,2,,,1,,,,,,1,,"Bennett, Jason H",,,,,
+RHET,1302,009,10,2,2,2,1,,,,,,,,1,,,,,,"Wang, Siting",,,,,
+RHET,1302,010,1,5,3,4,1,,,1,,,,,1,,,,1,,"Ahmad, Muhammad",,,,,
+RHET,1302,011,4,3,5,1,,1,1,1,,,,,1,,,,,,"Gu, Jiajia",,,,,
+RHET,1302,012,3,3,7,,2,,1,,,,,,,,,,1,,"D'Monte, Nikita",,,,,
+RHET,1302,013,2,7,2,1,1,1,,,1,,,,3,,,,,,"Ahmad, Muhammad",,,,,
+RHET,1302,014,3,7,4,1,,1,1,,,,,,1,,,,,,"Gu, Jiajia",,,,,
+RHET,1302,015,7,2,2,4,1,,,,,,,,,,,,1,,"Bennett, Jason H",,,,,
+RHET,1302,016,3,7,6,2,1,,,,,,,,,,,,,,"D'Monte, Nikita",,,,,
+RHET,1302,017,4,2,3,,2,,,,,,,,3,,,,1,,"Priyadarshi, Abhipriya K",,,,,
+RHET,1302,018,6,5,3,1,1,,,,,,,,1,,,,,,"Arrabai, Mustafa M",,,,,
+RHET,1302,022,8,5,3,,1,,,,,,,,2,,,,,,"Hwang, Kyeongmin",,,,,
+RHET,1302,023,1,2,1,6,1,1,,,3,,,,3,,,,,,"Priyadarshi, Abhipriya K",,,,,
+RHET,1302,024,14,2,1,1,,,1,,,,,,,,,,,,"Simion, Raluca N",,,,,
+RHET,1302,025,,3,3,7,2,1,1,,,1,,,,,,,,,"Yang, Dawn D",,,,,
+RHET,1302,029,4,3,6,1,1,,,,,,1,,1,,,,,,"Frickhoeffer, Matthis P",,,,,
+RHET,1302,030,5,3,4,1,3,,,,,,,,,,,,,,"Olivas, Inez C",,,,,
+RHET,1302,031,,5,5,1,,1,2,2,,,,,1,,,,,,"Nusrat, Masrufa A",,,,,
+RHET,1302,032,11,3,,1,,2,,,,,,,,,,,,,"Alem, Hosanna G",,,,,
+RHET,1302,033,9,,2,3,2,1,,,,,,,1,,,,,,"Heidari, Marjan",,,,,
+RHET,1302,034,,7,6,,1,,,,,,,,1,,,,1,,"Nusrat, Masrufa A",,,,,
+RHET,1302,035,1,3,1,4,4,,2,1,,,,,1,,,,,,"Boye, Allison","King, Carie S",,,,
+RHET,1302,036,6,5,2,1,,1,1,,,,,,1,,,,,,"Heidari, Marjan",,,,,
+RHET,1302,037,8,4,3,1,,,,1,,,,,1,,,,1,,"Burghelea, Clara I",,,,,
+RHET,1302,038,6,6,4,2,,,,,,,,,,,,,,,"Hwang, Kyeongmin",,,,,
+RHET,1302,039,4,8,,1,1,,,1,,,,,2,,,,,,"Momeni, Bahar",,,,,
+RHET,1302,040,5,6,3,1,1,,,,,1,,,,,,,,,"Ham, Jeeah",,,,,
+RHET,1302,041,3,4,3,1,2,2,,,,,,,1,,,,,,"King, Carie S",,,,,
+RHET,1302,042,6,5,2,4,,,,,,,,,1,,,,,,"Burghelea, Clara I",,,,,
+RHET,1302,043,8,4,2,,1,,,,,,1,,2,,,,,,"Alem, Hosanna G",,,,,
+RHET,1302,044,7,9,,,,,,,,,,,1,,,,1,,"Sen Gupta, Karl S",,,,,
+RHET,1302,045,,4,2,1,3,2,,,1,,,,5,,,,,,"Siddiqui, Rifat R",,,,,
+RHET,1302,046,3,3,5,3,1,1,,1,,,,,,,,,,,"Siddiqui, Rifat R",,,,,
+RHET,1302,047,6,9,,1,1,,,1,,,,,1,,,,,,"Drott, Caitlin",,,,,
+RHET,1302,048,7,9,1,,,,,,,,,,2,,,,,,"Drott, Caitlin",,,,,
+RHET,1302,0H1,3,3,2,2,1,,1,,1,,,,,,,,1,,"Yu, Katherine",,,,,
+RHET,1302,0H2,,1,3,5,5,1,,,1,,,,,,,,1,,"Cranfill, Jennifer E",,,,,
+RHET,1302,0H3,1,1,4,1,3,1,3,,,,,,2,,,,,,"Cates, Rosemond T",,,,,
+RHET,1302,0H4,11,7,1,,,,,,,,,,,,,,,,"Ham, Jeeah",,,,,
+RHET,1302,0H5,,1,2,4,3,2,1,1,,,,,1,,,,,,"Yu, Katherine",,,,,
+RHET,1302,0H6,1,,4,4,1,2,1,1,,1,,,1,,,,,,"Cranfill, Jennifer E",,,,,
+RHET,1302,0H7,1,1,6,2,2,1,1,,,,,,2,,,,,,"Cates, Rosemond T",,,,,
+RHET,1302,0H8,6,6,3,1,,,,,,,,,1,,,,,,"Griffin, Janna L",,,,,
+RHET,1302,501,4,2,1,1,3,2,,1,1,,,,4,,,,,,"Walker, Jason",,,,,
+RHET,1302,502,6,5,2,2,1,2,,,,,,,,,,,,,"Arrabai, Mustafa M",,,,,
+RHET,1302,5H1,5,9,1,,1,1,,,1,,,,1,,,,,,"Momeni, Bahar",,,,,
+RHET,1302,5H2,12,3,1,,,1,,,,1,,,1,,,,,,"Griffin, Janna L",,,,,
+RHET,1302,HN1,11,5,1,1,,,,,,,,,,,,,,,"Riley, Kristin N",,,,,
+RHET,2302,0H1,5,8,,2,,,,,1,,,,2,,,,,,"Montgomery, Christina F",,,,,
+RHET,2302,0H2,15,3,,,,,,,,,,,,,,,,,"Montgomery, Christina F",,,,,
+RHET,4310,001,5,3,1,2,,,,,,,,,,,,,,,"Evans, William A",,,,,
+RHET,4320,0W1,7,2,1,1,,,,,,,,,,,,,1,,"Kelley, Erin L",,,,,
+RHET,6320,001,,,,,,,,,,,,,,,1,,,11,"Smith-Brecheisen, Linda",,,,,
+RMIS,4331,001,8,2,1,,1,2,2,3,,,1,,1,,,,2,,"Kaplan, Larry S",,,,,
+SE,2340,003,,3,1,,,1,,2,,,,,2,,,,2,,"Cole, John P",,,,,
+SE,2340,004,,1,,2,2,1,1,3,,,,,,,,,,,"Nguyen, Nhut","Guo, Xiaosu",,,,
+SE,2340,005,1,2,,1,1,2,,3,2,,,,1,,,,,,"Zhao, Yi","Guo, Xiaosu",,,,
+SE,2340,006,1,2,,2,4,1,3,1,2,,,,,,,,,,"Wang, Alice","Guo, Xiaosu",,,,
+SE,3162,051,,14,1,,,2,,,,,,2,,,,,,,"Srivastava, Aditya",,,,,
+SE,3162,052,,9,,3,1,,,1,,,,,,,,,1,,"Cole, John P",,,,,
+SE,3162,091,,11,1,,,,,,1,1,1,,,,,,,,"Srivastava, Aditya",,,,,
+SE,3162,092,,2,2,3,3,,,,,,,,,,,,,,"Cole, John P",,,,,
+SE,3306,001,7,19,11,21,32,6,7,6,2,,,,2,,,,1,,"Satpute, Meghana N",,,,,
+SE,3341,006,1,,1,1,2,1,,,,,2,,1,,,,1,,"Jiang, Shengjie","Rajapakshage, Himasha Miurangi W",,,,
+SE,3345,003,1,,,3,4,,1,1,1,,,,,,,,,,"Nemec, Andrew S",,,,,
+SE,3345,502,,2,1,2,2,2,,2,,,,,,,,,,,"Khan, Kamran Z",,,,,
+SE,3354,003,4,4,4,1,,,,1,,1,,,,,,,,,"Nouroz Borazjany, Mehra",,,,,
+SE,3377,001,1,2,1,2,2,3,2,2,,,,,,,,,,,"Min, Richard K","Song, Xiaoyu",,,,
+SE,3377,005,,1,,2,5,3,1,,,,,,,,,,,,"Satpute, Meghana N",,,,,
+SE,3377,006,,,1,,5,,,1,,,3,,,,,,,,"Belkoura, Mohamed Amine",,,,,
+SE,4347,001,,,5,1,2,,1,1,,,1,,,,,,,,"Solanki, Nidhiben M","Wang, Guanghua","Miao, Miao",,,
+SE,4348,001,,2,2,2,,,,,,,2,,,,,,3,,"Yen, I-Ling","Miao, Miao",,,,
+SE,4348,002,2,2,2,1,1,,,1,1,,,,,,,,,,"Christiansen, Michael G","Sakib, Md Nazmus","Das, Souvik",,,
+SE,4348,005,9,2,,,,,,,,1,,,,,,,,,"DeGroot, Doug",,,,,
+SE,4348,501,,3,5,2,,1,1,,,,,,,,,,,,"Salazar, Elmer E","Zhou, Yisheng",,,,
+SE,4351,001,7,8,7,12,8,4,10,3,6,4,1,1,,,,,,,"Chung, Lawrence","Alshomar, Ahmad","Zhang, Jinheng",,,
+SE,4352,001,3,19,12,6,14,2,3,,1,,,,,,,,,,"Kumar, Pushpa S","Pratap, Ashish",,,,
+SE,4367,001,14,4,9,11,7,6,2,5,2,1,2,,6,,1,,,,"Nouroz Borazjany, Mehra","Rath, Avilash S",,,,
+SE,4367,501,3,8,9,6,13,12,5,7,1,3,2,,1,,,,,,"Paulk, Mark C","Hsu, Chih-Wei",,,,
+SE,4376,001,1,,,2,2,2,2,1,,1,,,,,,,,,"Zalila-Wenkstern, Rym","Paulk, Mark C","Alshomar, Ahmad",,,
+SE,4381,001,2,12,16,18,35,24,11,6,4,1,,,,,1,,,,"Paulk, Mark C","Siddiqui, S. M. Tahmid","Rathnasuriya, Ravishka S",,,
+SE,4485,001,,70,,,,,,,,,,,,,,,,,"Wong, Weichen E","Chen, Zizhao",,,,
+SE,6329,001,,12,3,,3,1,1,,,,,,,,,,1,,"Paulk, Mark C","Malhotra, Brij Gulsharan",,,,
+SE,6329,M01,,7,4,,,,,,,,,,1,,,,,,"Nguyen, Tien N",,,,,
+SE,6361,M01,,12,,,,,,,,,,,,,,,,,"Nouroz Borazjany, Mehra",,,,,
+SE,6362,001,,5,3,6,4,1,,,,,,,,,,,1,,"Chung, Lawrence","Alshomar, Ahmad","Pham, To Kim Bao",,,
+SE,6367,M01,,15,,,,,,,,,,,,,,,,,"Wong, Weichen E","Chen, Zizhao",,,,
+SGNL,1301,001,16,1,,1,,,,,,,,,,,,,,,"Trammell-Conerly, Erika M",,,,,
+SOC,1301,001,3,13,10,5,16,3,1,6,2,3,2,,3,,,,,,"Gavigan, Brenda B","Haque, Samiul",,,,
+SOC,1301,0W1,50,4,,1,1,1,,,1,,,,2,,,,,,"Asfaw, Sirak",,,,,
+SOC,1301,0W2,,28,10,6,2,1,2,1,1,2,,,,,,,2,,"Elsafadi, Hoda O",,,,,
+SOC,1301,HN1,14,8,,1,,,,,,,,,,,,,,,"Skaggs, Sheryl L",,,,,
+SOC,2300,001,,5,8,3,3,1,,,,,,,2,,,,1,,"Smith, Erin",,,,,
+SOC,3321,0W1,6,20,13,9,4,5,6,2,1,2,1,,3,,,,2,,"Lanham, Carol C","Haque, Samiul",,,,
+SOC,3342,0W1,33,16,1,7,1,1,,2,,,,1,,,,,,,"Asfaw, Sirak",,,,,
+SOC,3363,001,3,6,2,2,1,,,,,,,,,,,,2,,"Gavigan, Brenda B","Haque, Samiul",,,,
+SOC,3382,001,,20,,,1,2,,,,,,,1,,,,1,,"McCaskill, John R",,,,,
+SOC,4302,001,2,7,6,,5,2,1,1,1,,1,,2,,,,2,,"Scotch, Richard K","Briggs-Megafu, Tamnala E",,,,
+SOC,4305,001,2,14,6,1,3,2,,1,,,,,,,,,1,,"Skaggs, Sheryl L","Haque, Samiul",,,,
+SOC,4369,001,18,21,7,1,,,,,,,,,,,,,,,"Dickey, Galen L",,,,,
+SOC,4369,0W1,25,16,3,3,4,2,2,1,,,1,,3,,,,1,,"Kwon, Soyoung","Briggs-Megafu, Tamnala E",,,,
+SOC,4372,0W1,44,37,7,,1,,,,,,,,1,,,,,,"Dickey, Galen L","Briggs-Megafu, Tamnala E",,,,
+SOC,4384,0W1,42,3,1,1,,,,,,,1,,1,,,,,,"Dickey, Galen L","Briggs-Megafu, Tamnala E",,,,
+SOC,4385,0W1,60,9,5,2,2,,,,,,,,,,,,,,"Dickey, Galen L","Briggs-Megafu, Tamnala E",,,,
+SOC,4385,HN1,4,11,2,2,,1,,,,,,,,,,,,,"Kim, Dohyeong","Hahm, Kristine J",,,,
+SOC,4386,0W1,62,13,11,5,4,3,1,2,1,1,1,,3,,,,,,"Maxwell, Sarah P",,,,,
+SOC,6340,001,,9,1,,,,,,,,,,,,,,,,"Scotch, Richard K",,,,,
+SPAN,1311,001,,12,1,,,1,,,,,,,,,,,,,"Saunders, Joy",,,,,
+SPAN,1311,002,4,3,5,,,2,,,,,,,1,,,,,,"Puentes, Yunet",,,,,
+SPAN,1312,001,3,3,2,2,2,,1,,,,,,1,,,,,,"Alins Breda, Diego",,,,,
+SPAN,1312,002,4,3,,,1,1,,1,,,,,,,,,,,"Alins Breda, Diego",,,,,
+SPAN,2312,001,1,3,5,1,,,,,,,,,,,,,,,"Fernandez Cobos, Laura",,,,,
+SPAN,2312,002,3,2,3,,,3,,,,,,,,,,,,,"Puentes, Yunet",,,,,
+SPAN,3311,001,5,7,,2,,1,,,1,,,,,,,,1,,"Camacho Guardado, Amalia Lorena",,,,,
+SPAN,3316,001,5,4,1,,,,1,,,,,,,,,,,,"Alins Breda, Diego",,,,,
+SPAN,3330,001,13,11,3,1,,,,,,,,,1,,,,,,"Camacho Guardado, Amalia Lorena",,,,,
+SPAU,3301,001,9,17,5,7,8,5,5,7,1,,1,,2,,,,,,"Walsh, Diane G",,,,,
+SPAU,3303,001,5,21,15,5,3,3,3,,,,,,,,,,,,"Trail, Amy M","Lewicki, Jane M",,,,
+SPAU,3304,001,,1,2,3,1,3,,,1,,,,,,,,1,,"Lee, Yune S",,,,,
+SPAU,3305,001,,19,,,2,,,1,,,1,,,,,,,,"Jett, Whitney G",,,,,
+SPAU,3341,001,,1,4,1,,3,1,1,,,,,1,,,,1,,"Warner-Czyz, Andrea D",,,,,
+SPAU,3341,0W1,,15,8,5,3,2,2,,1,1,,,,,,,3,,"Fowler-Brookman, Stephanie L",,,,,
+SPAU,3342,0W1,,18,,,2,,,,,,,,,,,,,,"Bonner, Deborah","Liu, Yiyao",,,,
+SPAU,3343,001,,6,2,1,7,5,1,4,4,1,,,2,,,,,,"Mehta, Sonya","Sun, Minsi",,,,
+SPAU,3343,002,,4,1,1,1,,,1,,,1,,1,,,,1,,"Mehta, Sonya","Sun, Minsi",,,,
+SPAU,3344,001,10,19,10,6,2,1,,,,,1,,,,,,,,"Behroozmand, Roozbeh","Qi, Shuang",,,,
+SPAU,3388,0H1,,,,,,,,,,,,,,40,,,,,"Neale, Hannah D",,,,,
+SPAU,3390,001,,,,,,,,,,,,,,11,,,,,"Neale, Hannah D",,,,,
+SPAU,4308,001,5,1,4,1,,4,1,2,,1,,1,,,,,,,"Su, Lei",,,,,
+SPAU,4342,001,,23,,,3,,,,,,,,,,,,,,"Neale, Hannah D",,,,,
+SPAU,4394,0H1,,28,,,4,,,1,,,1,,,,,,,,"Klimkowski, Hillary E","Moustafa, Rana H",,,,
+SPAU,4395,001,6,5,2,1,,,1,,,,,,1,,,,,,"Mueller, Amanda B",,,,,
+STAT,1342,001,6,5,4,5,5,2,5,4,7,,1,3,6,,,,4,,"Koshevnik, Yuly","Taskin, Fariha",,,,
+STAT,2332,001,17,21,11,8,7,5,2,2,2,3,,,1,,,,1,,"Estacio-Hiroms, Kemelli","Husain, Md Maidul",,,,
+STAT,2332,002,10,5,13,6,13,3,4,5,8,2,2,1,6,,,,,,"Jiang, Shengjie","Zhou, Changkai",,,,
+STAT,2332,003,7,22,9,10,11,6,6,3,2,2,1,,,,,,1,,"Estacio-Hiroms, Kemelli","Husain, Md Maidul",,,,
+STAT,2332,004,8,5,3,5,5,1,2,2,1,2,1,,3,,,,,,"Jiang, Shengjie","Sajal, Ibrahim Hossain",,,,
+STAT,3355,001,2,45,,12,3,,2,5,,,,,3,,,,,,"Smiley, Octavious A","Gammune, Dona Hasini V",,,,
+STAT,3355,002,,29,,5,5,,1,1,,,,,1,,,,,,"Smiley, Octavious A","Gammune, Dona Hasini V",,,,
+STAT,3360,001,14,9,13,5,11,3,3,3,3,,2,,,,,,4,,"Koshevnik, Yuly","Kim, Sungbum",,,,
+STAT,4351,001,7,6,3,5,4,2,3,3,6,,4,1,5,,,,4,,"Koshevnik, Yuly","Taskin, Fariha",,,,
+STAT,4351,501,7,7,10,6,2,3,5,2,,,2,,,,,,1,,"Wu, Nan","Taskin, Fariha",,,,
+STAT,4352,001,2,3,5,,5,1,3,,2,,,,2,,,,1,,"Chang, Hyunwoong","Fuksman, Lirit",,,,
+STAT,4355,001,4,1,6,4,3,1,1,1,1,,,,,,,,,,"Tang, Chuan-Fa","Anjum, Sharaf",,,,
+STAT,4360,001,26,8,12,8,1,4,3,,,1,,,,,,,1,,"Wang, Jiayi","Gammune, Dona Hasini V",,,,
+STAT,4382,001,3,4,2,3,3,1,1,,,,,,,,,,,,"Koshevnik, Yuly","Sim, Hyeonduk",,,,
+STAT,4475,001,7,7,,,,,,,,,,,,,,,,,"Estacio-Hiroms, Kemelli","Wang, Tingfang",,,,
+STAT,5351,001,,12,3,4,1,1,1,2,,,,,,,,,4,,"Chen, Min","Jahan, Mahmuda",,,,
+STAT,6337,001,,1,1,2,4,3,1,3,,,,,1,,1,,1,,"Biswas, Swati","Wang, Tingfang",,,,
+STAT,6340,001,,12,2,4,7,6,1,4,,,,,,,1,,4,,"Choudhary, Pankaj K","Brakefield, Bryn M",,,,
+STAT,7330,001,,13,1,,1,,,,,,,,,,,,,,"Li, Qiwei",,,,,
+SYSM,6301,001,,9,6,1,3,,,1,,,,,,,,,,,"Joshi, Bela","Amoori, Ali R",,,,
+SYSM,6301,S01,,9,,3,,,,,,,,,,,,,,,"Koganti, Ramakrishna",,,,,
+SYSM,6306,S01,,6,2,1,1,,,,,,,,,,,,,,"Kapoor, Bhanu",,,,,
+SYSM,6320,S01,,6,,,5,,,,,,,,,,,,,,"Peng, Mike W","Shen, Jia",,,,
+THEA,1310,001,,40,,,1,,,,,,,,,,,,,,"Hamzeh, Fatemeh",,,,,
+THEA,1310,002,7,24,6,,2,,,,,,,,,,,,,,"Hixson, Maiza",,,,,
+THEA,1310,003,16,14,7,2,1,,2,1,,,,,2,,,,2,,"Miron, Emmalyn W",,,,,
+THEA,1310,004,4,18,16,4,1,1,,,1,,,,1,,,,1,,"Enyaosah, Damian P",,,,,
+THEA,1310,005,7,19,4,1,,2,,1,,,,,1,,,,1,,"Hixson, Maiza",,,,,
+THEA,1310,HN1,25,,,,,,,,,,,,,,,,,,"Trevino, Christopher L",,,,,
+THEA,1351,001,9,4,3,1,1,,,,,,,,1,,,,1,,"Lingo, Kathy P",,,,,
+THEA,2372,001,5,4,2,,,2,,,,,,,1,,,,1,,"Lingo, Kathy P",,,,,
+THEA,3320,001,10,3,3,,,,,,,,,,,,,,,,"Lingo, Kathy P",,,,,
+UNIV,2074,001,,,,,,,,,,,,,,127,,3,,,"Beauchamp, Hillary L",,,,,
+UNIV,2V96,001,,,,,,,,,,,,,,18,,,,,"Chavez, Dixiana",,,,,
+UNIV,2V96,002,,,,,,,,,,,,,,18,,,,,"Young, Chadwin D",,,,,
+UNIV,3074,001,,,,,,,,,,,,,,87,,3,,,"Beauchamp, Hillary L",,,,,
+UNIV,3112,001,,,,,,,,,,,,,,53,,,,,"Luong, Thuy T",,,,,
+UNIV,4073,001,,,,,,,,,,,,,,30,,1,,,"Beauchamp, Hillary L",,,,,
+UNIV,4076,001,,,,,,,,,,,,,,27,,,,,"Thomas, John D",,,,,
+UNIV,4076,002,,,,,,,,,,,,,,22,,,,,"Thomas, John D",,,,,
+UNIV,4076,003,,,,,,,,,,,,,,29,,,,,"Thomas, John D",,,,,
+UNIV,4076,004,,,,,,,,,,,,,,29,,,,,"Thomas, John D",,,,,
+VPAS,3340,001,1,3,1,2,4,,,,,,,,1,,,,,,"Baker, Barbara L",,,,,
+VPAS,3340,002,,5,3,1,2,2,,,,1,,,1,,,,1,,"Miller, Cynthia M",,,,,
+VPAS,4310,0W1,1,6,5,3,3,1,,1,2,,,,2,,,,,,"Schlobohm, Maribeth L",,,,,
+VPAS,4389,001,,2,7,1,3,4,,2,1,,,,,,,,,,"Baker, Barbara L",,,,,
+VPAS,4389,002,6,5,1,,,,,,,,,,,,,,,,"Parsoneault, Catherine J",,,,,
+VPAS,6339,501,,13,,,,,,,,,,,,,,,,,"Pomara, John J",,,,,
\ No newline at end of file
diff --git a/parser/testdata/grade-data/24S.csv b/parser/testdata/grade-data/24S.csv
new file mode 100644
index 0000000..7bc23d5
--- /dev/null
+++ b/parser/testdata/grade-data/24S.csv
@@ -0,0 +1,2771 @@
+Subject,Catalog Nbr,Section,A+,A,A-,B+,B,B-,C+,C,C-,D+,D,D-,F,CR,I,NC,W,P,Instructor 1,Instructor 2,Instructor 3,Instructor 4,Instructor 5,Instructor 6
+ACCT,2301,001,4,6,11,7,7,2,8,6,6,,4,,3,,,,3,,"Zhang, Jieying","Ozel, Naim Bugra","Gu, Dongdi","Zhang, Yang",,
+ACCT,2301,002,6,9,16,7,11,1,7,4,3,,1,,,,,,2,,"Ozel, Naim Bugra","Zhang, Jieying","Gu, Dongdi","Zhang, Yang",,
+ACCT,2301,003,8,11,18,6,6,,2,3,5,,3,,1,,,,4,,"Ozel, Naim Bugra","Zhang, Jieying","Gu, Dongdi","Zhang, Yang",,
+ACCT,2301,004,5,3,16,11,5,4,8,8,3,,1,,2,,,,1,,"Ozel, Naim Bugra","Zhang, Jieying","Gu, Dongdi","Zhang, Yang",,
+ACCT,2301,005,7,7,9,7,11,,4,4,8,,3,,3,,,,3,,"Ozel, Naim Bugra","Zhang, Jieying","Gu, Dongdi","Zhang, Yang",,
+ACCT,2301,006,3,6,13,12,6,3,4,6,4,,2,,3,,,,5,,"Ozel, Naim Bugra","Zhang, Jieying","Gu, Dongdi","Zhang, Yang",,
+ACCT,2301,007,7,4,8,9,2,2,3,2,,1,,,1,,,,,,"Yayvak, Berk",,,,,
+ACCT,2301,501,6,7,9,3,5,3,1,1,1,1,,,2,,,,,,"Zhou, Junfei",,,,,
+ACCT,2302,001,4,17,,5,10,,5,9,,1,7,,3,,,,2,,"Zolton, Kathy","Weber, Josiah C",,,,
+ACCT,2302,002,4,6,6,12,10,6,5,3,5,2,2,4,1,,,,,,"Sinha, Kirti","Chen, Hangu",,,,
+ACCT,2302,003,8,6,5,7,5,7,12,7,1,1,3,1,3,,,,1,,"Sinha, Kirti","Chen, Hangu",,,,
+ACCT,2302,004,4,11,10,10,16,5,4,3,2,1,,,,,,,,,"Pereira Pinto, Jedson","Shivaani, MV",,,,
+ACCT,2302,005,5,9,7,5,9,9,5,5,6,1,,,3,,1,,1,,"Sinha, Kirti","Chen, Hangu",,,,
+ACCT,2302,006,7,8,9,5,10,6,4,4,2,2,,2,,,,,,,"Pereira Pinto, Jedson","Shivaani, MV",,,,
+ACCT,2302,007,6,7,3,11,8,6,4,8,,,2,,6,,,,3,,"Dai, Zhonglan","Parupati, Sunil K",,,,
+ACCT,2302,008,7,8,6,4,6,8,10,1,4,2,1,1,1,,,,,,"Pereira Pinto, Jedson","Shivaani, MV",,,,
+ACCT,2302,501,4,7,8,6,8,2,3,1,,3,2,,6,,,,6,,"Janakiraman, Surya N","Ai, Lanru",,,,
+ACCT,3101,PPA,,,,,,,,,,,,,,76,,,,,"Bortz, Tiffany A","Mckenzie, Dylan",,,,
+ACCT,3312,001,13,14,10,16,4,1,1,,,,,,1,,,,,,"Johnson, Jennifer G","Soppannavar, Gauri C",,,,
+ACCT,3322,001,,10,,2,8,3,,5,1,,,,5,,,,4,,"Goodrich, Mary Beth W","Rashmi, Richa",,,,
+ACCT,3331,001,10,8,6,,4,5,6,,2,3,1,1,,,,,2,,"Zhou, Yibin","Ai, Lanru",,,,
+ACCT,3331,002,8,6,3,,3,14,5,,,3,,,3,,,,2,,"Zhou, Yibin","Ai, Lanru",,,,
+ACCT,3331,501,9,6,1,3,1,4,1,,,,,,,,,,1,,"Kim, Tae Wook","Liu, Ruichao",,,,
+ACCT,3332,001,7,8,1,6,8,4,,9,,1,9,1,3,,,,4,,"Bortz, Tiffany A","Mckenzie, Dylan",,,,
+ACCT,3332,501,,,2,1,3,4,2,2,1,1,,,4,,,,3,,"Cheng, Samuel",,,,,
+ACCT,3341,001,5,4,8,7,7,4,4,5,4,,,,,,,,,,"Sadka, Gil","Wang, Xiao",,,,
+ACCT,3341,002,7,13,7,4,3,5,2,4,3,,,,,,,,,,"Sadka, Gil","Wang, Xiao",,,,
+ACCT,3341,501,5,3,4,5,4,6,6,7,7,,,,,,,,1,,"Sadka, Gil","Wang, Xiao",,,,
+ACCT,3350,501,,9,13,8,15,5,2,6,,,,,1,,1,,,,"Frost, Sandra M","Muse, Abigail M",,,,
+ACCT,3350,PPA,4,12,13,11,9,6,10,2,1,3,3,,,,,,,,"Gamino, John P",,,,,
+ACCT,4301,501,3,5,6,5,3,3,5,2,2,1,,,1,,,,5,,"Hagen, John","Batchala, Shashank Prapoorna",,,,
+ACCT,4334,001,,8,,,7,,1,10,,,1,,,,,,,,"Linsteadt, Chris C",,,,,
+ACCT,4334,501,,14,,1,13,,,11,1,,2,,2,,,,,,"Linsteadt, Chris C",,,,,
+ACCT,4337,501,1,2,2,3,5,3,3,3,4,1,1,,1,,,,5,,"Ballew, Gregory","Soppannavar, Gauri C",,,,
+ACCT,4340,001,16,8,,4,3,4,1,3,1,3,1,,2,,,,,,"Johnson, Jennifer G","Bull, Garrett M",,,,
+ACCT,4342,501,5,4,11,5,6,7,10,4,1,2,,,,,,,1,,"Johnson, Jennifer G","Bull, Garrett M",,,,
+ACCT,4342,PP1,11,7,4,3,2,1,,,,,,,,,,,,,"Johnson, Jennifer G","Bull, Garrett M",,,,
+ACCT,4342,PP2,13,12,9,4,1,,,,,,,,,,,,,,"Johnson, Jennifer G","Bull, Garrett M",,,,
+ACCT,4V80,PPA,,,,,,,,,,,,,,61,,,,,"Bortz, Tiffany A","Mckenzie, Dylan","Muse, Abigail M",,,
+ACCT,6202,501,,4,,4,3,,8,3,,,,,,,,,1,,"Dai, Zhonglan","Parupati, Sunil K",,,,
+ACCT,6202,CW1,,8,3,,1,,,,,,,,,,,,,,"Sadka, Gil",,,,,
+ACCT,6202,GW1,,11,2,2,4,,,1,,,,,1,,,,,,"Sadka, Gil",,,,,
+ACCT,6202,MBC,,10,3,10,7,2,9,3,,,,,,,,,,,"Dai, Zhonglan","Parupati, Sunil K",,,,
+ACCT,6202,MBP,,9,,,8,1,,5,,,,,,,,,,,"Dai, Zhonglan","Parupati, Sunil K",,,,
+ACCT,6202,XH1,,14,2,1,2,1,,,,,,,,,,,,,"Sadka, Gil",,,,,
+ACCT,6291,SS1,,38,,,19,,,1,,,,,,,,,1,,"Zolton, Kathy",,,,,
+ACCT,6292,SS1,,38,,,16,,,2,,,,,1,,,,,,"Linsteadt, Chris C",,,,,
+ACCT,6293,SS1,,41,,,19,,,,,,,,,,,,,,"Betanzos, Christina L","Solcher, Steven J",,,,
+ACCT,6301,0W1,,6,11,10,6,7,6,,,,,,2,,,,,,"Ali, Ashiq","Liu, Ruichao",,,,
+ACCT,6301,501,,22,2,11,8,3,4,4,,,,,2,,,,,,"Ballew, Gregory","Soppannavar, Gauri C",,,,
+ACCT,6301,CW1,,11,1,1,1,,,,,,,,,,,,,,"Barden, John P",,,,,
+ACCT,6305,001,,24,8,7,1,,,,,,,,,,,,,,"Kim, Tae Wook","Liu, Ruichao",,,,
+ACCT,6305,002,,15,4,6,1,,,,,,,,,,,,,,"Kim, Tae Wook","Liu, Ruichao",,,,
+ACCT,6305,501,,8,3,3,,,,,,,,,,,,,2,,"Kim, Tae Wook","Liu, Ruichao",,,,
+ACCT,6309,0W1,,1,1,4,2,,1,1,,,,,,,,,,,"Islam, Naser","Tomar, Geetanjali",,,,
+ACCT,6320,0W1,,3,1,4,2,2,1,,,,,,,,,,,,"Cavusoglu, Huseyin","Goswami, Garima",,,,
+ACCT,6330,501,,5,,2,3,,,4,,,,,2,,,,1,,"Cready, William M","Weber, Josiah C",,,,
+ACCT,6331,5W1,,8,5,4,1,1,1,,,,,,,,,,2,,"Janakiraman, Surya N","Ai, Lanru",,,,
+ACCT,6332,5W1,,10,,,8,,,3,,,,,,,,,,,"Zolton, Kathy","Weber, Josiah C",,,,
+ACCT,6333,501,,9,,,8,,,4,,,,,1,,,,1,,"Zolton, Kathy","Weber, Josiah C",,,,
+ACCT,6335,0W1,,13,5,15,8,2,3,1,,,,,,,,,1,,"Bortz, Tiffany A","Muse, Abigail M",,,,
+ACCT,6335,PP1,,8,12,3,2,2,,,,,,,,,,,,,"Bortz, Tiffany A","Muse, Abigail M",,,,
+ACCT,6335,PP2,,17,,15,8,,,,,,,,,,,,,,"Bortz, Tiffany A","Muse, Abigail M",,,,
+ACCT,6336,001,,14,5,4,14,2,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+ACCT,6338,0W1,,8,2,3,6,3,,3,,,,,1,,,,3,,"Goodrich, Mary Beth W","Rashmi, Richa",,,,
+ACCT,6344,501,,15,7,,,,,,,,,,,,,,,,"Solcher, Steven J","Li, Catherine X",,,,
+ACCT,6353,501,,8,2,3,8,3,4,7,,,,,1,,,,,,"Gamino, John P",,,,,
+ACCT,6353,PP1,,5,11,15,8,,,,,,,,,,,,,,"Solcher, Steven J","Li, Catherine X",,,,
+ACCT,6356,PP1,,26,2,,,,,,,,,,,,,,,,"Gamino, John P",,,,,
+ACCT,6374,501,,23,12,9,1,3,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+ACCT,6380,501,,12,4,6,3,,,,,,,,,,,,1,,"Mauriello, Joseph A",,,,,
+ACCT,6384,501,,9,11,2,2,1,,,,,,,,,1,,1,,"Kromer, Jeffrey R","Li, Catherine X",,,,
+ACCT,6392,501,,4,9,8,,,,,,,,,,,,,,,"Mauriello, Joseph A",,,,,
+ACN,5314,001,,23,,,8,,,,,,,,,,1,,1,,"Golden, Richard M","Malaiya, Ritesh K",,,,
+ACN,6313,001,,1,4,3,4,,1,,,,,,,,,,,,"Fearon, Danielle","Latteri, Christopher W",,,,
+ACN,6330,001,,5,,1,3,1,,1,,,,,1,,,,,,"Seaman, Kendra L",,,,,
+ACN,6332,001,,18,,2,,,1,,,,,,,,,,,,"Raman, Rachna",,,,,
+ACN,6338,001,,6,,,4,,,2,,,,,,,,,,,"Kennedy, Kristen M",,,,,
+ACN,6342,0W1,,18,4,1,,,1,,,,,,,,,,1,,"Orrick, Erika D",,,,,
+ACN,6346,001,,6,,,6,,,,,,,,1,,,,1,,"Rincon, Millie",,,,,
+ACN,6374,0H1,,11,1,,,,,,,,,,,,,,,,"Jahangiri, Faisal R",,,,,
+ACN,6V71,013,,,,,,,,,,,,,,,,,1,13,"Golden, Richard M",,,,,
+ACN,6V81,0H1,,2,5,2,,1,1,1,,,,,,,,,,,"Maqbool, Mohsin",,,,,
+ACN,6V81,502,,18,,,,,,,,,,,,,,,1,,"Estevez, Leonardo W",,,,,
+ACN,7343,001,,8,3,,3,,,,,,,,,,,,,,"Thompson, Lucien T",,,,,
+ACN,7372,001,,8,2,,,,,,,,,,,,,,,,"Burton, Michael D",,,,,
+ACN,7372,002,,1,1,4,2,4,,1,,,,,,,,,,,"Nguyen, Lena H",,,,,
+ACTS,4301,001,6,,2,1,1,3,1,1,1,,2,,2,,,,,,"Makhijani, Neha","Xu, Xiufeng",,,,
+ACTS,4302,001,2,2,1,1,5,1,4,1,1,2,2,1,1,,,,,,"Humphreys, Natalia","Xu, Xiufeng",,,,
+ACTS,4305,001,1,1,,2,,3,2,,2,1,2,2,,,,,,,"Humphreys, Natalia","Liu, Jingzhou",,,,
+ACTS,4310,001,4,2,4,2,,,,,,,,,,,,,,,"Hong, Liang",,,,,
+AHST,1303,001,31,17,21,10,14,6,4,3,1,2,,,1,,,,2,,"McDonald, Jacquelyn D","Alake, Olaoluwa J","Daneshvarkashkooli, Marjan",,,
+AHST,1303,002,33,24,21,11,3,4,2,3,3,,,,8,,,,2,,"McDonald, Jacquelyn D","Zhang, Shengxin","Ghahari Kermani, Arash",,,
+AHST,2331,001,,21,7,5,7,6,1,,,1,3,3,9,,,,2,,"Terranova, Charissa N","Okwulogu, Maureen","Vega Mora, Brenda G",,,
+AHST,2331,HN1,13,10,1,,,,,,,,,,,,,,,,"Avram, Danielle M",,,,,
+AHST,3318,001,,14,3,,3,2,2,1,,1,,1,2,,,,2,,"Terranova, Charissa N",,,,,
+AHST,4342,001,33,12,,,,,,,,,,,1,,,,,,"Alibhai, AliAsgar H",,,,,
+AMS,2300,001,12,3,4,,3,,1,,1,,,,3,,,,2,,"Hammonds, Kyle",,,,,
+AMS,2300,002,11,15,13,1,1,,,1,,,,,,,,,,,"Lusk, Marc L",,,,,
+AMS,2341,001,,16,8,10,20,3,4,2,,,,,1,,,,4,,"Naqvi, Syed K",,,,,
+AMS,3316,0W1,14,4,5,3,4,2,,1,2,1,,,5,,,,1,,"Winstead, Elizabeth L",,,,,
+AMS,3350,0W1,14,7,5,2,4,,,1,,,,1,3,,,,3,,"Winstead, Elizabeth L",,,,,
+AMS,4300,5H1,12,6,3,,3,1,2,,,,,,2,,,,1,,"Ross, Alyssa N",,,,,
+ANGM,2303,001,7,21,39,8,4,5,,3,1,,,,1,,,,,,"Grieshaber, Amy","Piantino, Raquel C","Homsher, Natalie G",,,
+ANGM,2303,002,2,4,18,8,7,5,3,,,,,1,,,,,,,"Denner, Grace A",,,,,
+ANGM,2305,0W1,14,8,6,4,4,6,1,1,1,,1,,5,,,,5,,"Lim, Fengjie","Cressman, Benjamin I",,,,
+ANGM,2309,0W1,10,4,12,3,1,4,1,1,1,2,,,2,,,,3,,"Griffin, Troy","Khamsehnezhad, Mozhdeh",,,,
+ANGM,2309,0W2,17,20,5,2,2,,1,,,,,,,,,,2,,"Fechter, Todd A","Wood, Lorin W",,,,
+ANGM,2310,0H1,49,24,23,12,10,1,1,2,1,2,2,5,11,,,,8,,"Lewis, Timothy M","De Sagun, Jerrick Jay A","Gutierrez, Joseph W","Ahr, Allanah G","Fernandez, Daniel S","Clarke, Alissa C"
+ANGM,2325,001,8,8,10,9,1,1,3,2,2,,2,,,,,,1,,"Caldwell, Bryon A","Wheeler, Jonathan M",,,,
+ANGM,2345,001,5,9,5,2,6,1,,,,,,,1,,,,1,,"Gupta-Fitzgerald, Harold E",,,,,
+ANGM,2345,002,6,2,9,3,1,3,,,2,,,,1,,,,1,,"Gupta-Fitzgerald, Harold E",,,,,
+ANGM,2345,003,8,3,4,,1,1,1,1,1,,,,2,,,,1,,"Marks, David",,,,,
+ANGM,2345,004,9,8,6,1,1,3,,,1,,,,1,,,,,,"Marks, David",,,,,
+ANGM,2375,001,,90,1,,,1,2,,,,1,,3,,,,,,"Evans, Monica J","Kusupati, Anish C","Kim, Da Hyun",,,
+ANGM,3305,001,,2,5,2,6,6,2,4,,,,,1,,,,1,,"McComber, Sean J","Subochev, Andrei",,,,
+ANGM,3305,501,,22,,,4,,,1,,,,,,,,,2,,"Manriquez, Robert J",,,,,
+ANGM,3305,502,,21,,,4,,,2,,,1,,2,,,,,,"Manriquez, Robert J",,,,,
+ANGM,3306,001,1,5,8,2,3,,1,1,2,1,,1,3,,,,,,"Boyd, Elizabeth S","Wu, Benjamin",,,,
+ANGM,3306,002,,1,,2,6,4,1,5,4,1,2,,3,,,,1,,"Johnson, Casey A",,,,,
+ANGM,3306,003,,7,4,2,8,,1,,,1,2,,1,,,,3,,"Boyd, Elizabeth S","Wu, Benjamin",,,,
+ANGM,3306,501,3,8,2,2,4,,2,,4,,1,1,3,,,,,,"Khamnouane, Singkham S",,,,,
+ANGM,3307,001,,8,7,7,1,,2,,,1,,,1,,,,1,,"McCord, Peter A",,,,,
+ANGM,3307,002,2,4,9,6,3,,1,1,,1,,,3,,,,,,"McCord, Peter A",,,,,
+ANGM,3308,001,,1,2,6,4,1,,3,2,,2,,8,,,,,,"Johnson, Casey A",,,,,
+ANGM,3308,002,,2,3,4,3,5,4,2,,,,,6,,1,,,,"Johnson, Casey A",,,,,
+ANGM,3310,001,2,1,5,3,5,1,1,1,3,1,,,3,,,,,,"Lim, Fengjie",,,,,
+ANGM,3311,001,5,2,5,2,3,4,2,,3,1,,1,1,,,,1,,"Lim, Fengjie",,,,,
+ANGM,3311,002,,2,1,1,4,1,3,2,3,4,5,1,3,,,,,,"Johnson, Casey A",,,,,
+ANGM,3313,001,,2,1,2,4,2,,1,2,1,,,,,,,1,,"Gardner, Frederick",,,,,
+ANGM,3313,002,2,2,3,,2,1,,2,,,,,1,,2,,4,,"Gardner, Frederick",,,,,
+ANGM,3315,001,10,7,8,3,2,,,,,,,,,,,,,,"Veras de Souza, Christine",,,,,
+ANGM,3315,002,1,7,6,6,4,2,,2,,1,,,,,,,,,"Grieshaber, Amy",,,,,
+ANGM,3315,0S1,13,4,6,1,,,1,,,,,,,,,,,,"Veras de Souza, Christine",,,,,
+ANGM,3320,001,3,4,5,,3,,,,,,,2,,,,,1,,"Salter, Monika M",,,,,
+ANGM,3338,001,9,4,8,2,2,,,,1,1,,,3,,,,,,"Griffin, Troy",,,,,
+ANGM,3338,002,21,3,1,,,1,,1,,,,,2,,,,,,"Griffin, Troy","Chaudhary, Anisha",,,,
+ANGM,3365,001,9,7,11,1,,,,,,1,,,,,,,,,"Christopher, Timothy V","Schoonover, Richard",,,,
+ANGM,3365,501,7,16,4,2,,1,,,,,,,,,,,,,"Billingslea, Steven L",,,,,
+ANGM,3366,001,11,6,6,2,1,2,1,,1,,,,,,,,,,"Murray, Jack A",,,,,
+ANGM,3366,002,3,8,5,6,,3,1,1,1,1,,,,,,,,,"Irby, Cameron L",,,,,
+ANGM,3367,001,,1,6,4,7,4,3,1,,1,,,3,,,,,,"Chandler, Adam W","Obuobi, Samra",,,,
+ANGM,3367,002,3,4,9,4,2,2,,1,1,,1,1,1,,,,1,,"Murray, Jack A",,,,,
+ANGM,3368,001,,2,4,8,1,4,1,2,3,,,,3,,,,,,"Lim, Fengjie",,,,,
+ANGM,3368,002,2,6,6,5,2,2,1,1,1,1,,,2,,,,2,,"Chandler, Adam W",,,,,
+ANGM,3370,001,1,8,15,3,,,1,,,,1,,,,1,,,,"Price, Jeffrey T",,,,,
+ANGM,3372,001,4,7,6,1,2,1,,1,,2,,,6,,,,,,"Gupta-Fitzgerald, Harold E",,,,,
+ANGM,3373,101,13,1,,,,,,,,,,,,,,,,,"Marks, David",,,,,
+ANGM,3380,101,5,3,9,1,,1,,,,,,,,,,,,,"Price, Jeffrey T",,,,,
+ANGM,4305,001,,,1,4,4,4,2,2,,,,,2,,,,,,"Caldwell, Bryon A",,,,,
+ANGM,4306,001,,3,6,1,5,2,,2,,,,,,,,,,,"Boyd, Elizabeth S",,,,,
+ANGM,4307,001,2,3,11,4,3,,1,,,,,,,,,,,,"McCord, Peter A",,,,,
+ANGM,4308,001,,9,1,,2,1,3,,,,,,2,,,,,,"Farrar, Eric T",,,,,
+ANGM,4310,501,5,11,8,4,,,,,1,,,,,,,,,,"Buxkamper, Adam M",,,,,
+ANGM,4312,001,,1,8,2,3,2,2,,1,,,,,,,,,,"Boyd, Elizabeth S",,,,,
+ANGM,4314,101,4,1,1,2,3,4,1,,2,,,2,,,,,,,"Salter, Monika M",,,,,
+ANGM,4315,001,,4,4,1,3,3,1,,,,,,1,,,,1,,"Caldwell, Bryon A",,,,,
+ANGM,4316,001,,21,,,,,,,,,,,,,,,,,"Salter, Monika M",,,,,
+ANGM,4316,002,,19,,,,,,,,,,,,,,,,,"McCord, Peter A",,,,,
+ANGM,4320,001,1,9,1,1,2,,,2,1,,,,1,,,,1,,"Fechter, Todd A",,,,,
+ANGM,4323,001,,2,7,1,2,,1,3,,,,,3,,,,,,"Johnson, Casey A",,,,,
+ANGM,4338,001,,13,2,4,3,2,,,2,1,,,,,,,,,"Farrar, Eric T",,,,,
+ANGM,4365,001,11,1,1,1,1,2,,,,,,1,,,,,1,,"Christopher, Timothy V",,,,,
+ANGM,4365,002,10,3,2,1,1,,1,,,,,,,,,,,,"Christopher, Timothy V",,,,,
+ANGM,4369,001,,17,,,,,,,,,,,,,,,,,"Evans, Monica J",,,,,
+ANGM,4370,101,6,4,6,,,1,1,,,,,,,,,,1,,"Lewis, Timothy M",,,,,
+ANGM,4370,102,9,6,2,1,1,,,,,,,,,,,,,,"Lewis, Timothy M",,,,,
+ANGM,4374,001,1,8,4,,1,1,1,1,1,,,1,,,,,,,"Chandler, Adam W",,,,,
+ANGM,4377,001,18,1,1,,,,,,,,,,,,,,,,"Lewis, Timothy M",,,,,
+ANGM,4377,002,20,,2,1,,,,,,,,,,,,,,,"Chandler, Adam W",,,,,
+ARAB,1311,001,2,3,4,1,,,,1,,,,,1,,,,,,"Anjum, Zafar",,,,,
+ARAB,1312,001,1,2,5,1,1,,,,,,,,,,,,,,"Anjum, Zafar",,,,,
+ARAB,3351,001,2,4,4,1,,,,,,,,,,,,,,,"Anjum, Zafar",,,,,
+ARHM,3342,001,5,8,7,2,1,2,,,,,,,2,,,,1,,"Hill, Kimberly D",,,,,
+ARHM,3342,002,,,,,,,,,,,,,,21,,,,,"Gossin, Pamela S",,,,,
+ARHM,6310,001,,9,3,3,5,,,,,,,,,,1,,1,,"Wilson, Michael L","Cotter, Sean J",,,,
+ARTS,1301,0W1,100,16,8,3,8,3,,2,,,,,,,,,,,"Wilder, James E","Payne, Nicholas A","Cai, Rebecca",,,
+ARTS,1316,001,3,3,5,4,1,1,,,,,,,,,,,,,"Jafarpour, Zahra",,,,,
+ARTS,1316,002,1,1,2,4,4,2,2,1,,1,,,,,,,,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,1316,003,11,7,,,,,,,,,,,,,,,,,"Takaloubighash, Maryam",,,,,
+ARTS,1316,501,1,11,2,1,1,,,1,,,,,,,,,,,"Fridge, Brian D",,,,,
+ARTS,2316,001,3,14,,,,,,,,,,,,,,,,,"Song, Haoyi",,,,,
+ARTS,2316,002,6,4,3,,2,,,,,,,1,,,,,1,,"Akinwole, Oluwadare (Dare)",,,,,
+ARTS,2316,501,12,1,,,,,,,,,,,1,,,,,,"Egan, Trey T",,,,,
+ARTS,2348,001,3,12,,,,,,,,,,,,,,,,,"Williams, Thomas E",,,,,
+ARTS,2350,001,6,2,1,,,,,,,,,,2,,,,,,"Lyon, Tara L",,,,,
+ARTS,2350,002,1,6,2,,,,,,,,,,3,,,,,,"Baigmoradi, Fatemeh",,,,,
+ARTS,2380,001,4,5,1,,1,,,,1,,,,2,,,,,,"Egan, Trey T",,,,,
+ARTS,2381,001,2,4,6,,1,,,,1,,,,,,,,,,"Cochran, Kristen N",,,,,
+ARTS,3311,001,7,7,3,,,,,,,,,,,,,,,,"Fridge, Brian D",,,,,
+ARTS,3315,001,6,5,,1,,,,,,,,,,,,,,,"Curry, Val",,,,,
+ARTS,3340,001,,3,3,2,,,,,,1,,,1,,,,,,"Cochran, Kristen N",,,,,
+ARTS,3341,001,,17,,,,,,,,,,,,,,,,,"Shi, Carle",,,,,
+ARTS,3363,001,2,7,,1,1,,,,,,,,,,,,,,"Tady, Lorraine T",,,,,
+ARTS,3364,501,4,10,,,,,,,,,,,,,,,,,"Williams, Thomas E",,,,,
+ARTS,3367,001,,4,6,2,1,1,1,2,,,,,1,,,,1,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,3367,002,7,6,1,3,,,1,,,,,,,,,,,,"Min, Inki A",,,,,
+ARTS,3368,001,4,4,3,2,1,,,,,,1,,,,,,,,"Reyes, Marcela",,,,,
+ARTS,3369,001,,10,,1,1,1,,,,,,,,,,,,,"Tady, Lorraine T",,,,,
+ARTS,3371,002,3,6,2,1,,,,,,,,,1,,,,1,,"Durant, Stephanie D",,,,,
+ARTS,3372,001,,3,6,6,1,1,,,,,,,,,,,2,,"Palmer, Marcy A",,,,,
+ARTS,3373,001,,14,,,,,,,,,,,,1,,,,,"Tady, Lorraine T",,,,,
+ARTS,3374,001,4,11,,1,1,,,,,,,,,,,,,,"Durant, Stephanie D",,,,,
+ARTS,3375,001,9,3,,1,1,,,,,,,,,,,,,,"Randall, Steven",,,,,
+ARTS,3377,0H1,,4,1,5,1,,,,1,,,,3,,,,,,"Palmer, Marcy A",,,,,
+ARTS,3383,001,1,2,6,7,1,2,,,,,,,,,,,,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,4310,501,2,1,4,1,,2,,1,,,,,,,,,,,"Avram, Danielle M",,,,,
+ARTS,4366,001,,3,4,2,3,2,,,,,,,,,,,,,"Higgins-Stirrup, Brynn",,,,,
+ARTS,4368,001,7,9,,,,,,,,,,,,,,,,,"Pomara, John J",,,,,
+ATCM,2300,001,12,59,21,7,23,13,6,10,5,2,4,2,10,,,,3,,"Cooley, Heidi R","Winter, Sabine","Amartey, Belinda","Rahman, Maruf","Vo, Angelene H","Han, Jinxiu"
+ATCM,2301,001,8,4,3,2,2,,1,1,1,,1,1,5,,,,,,"Doust-Haghighi, Elham",,,,,
+ATCM,2301,002,13,6,4,1,1,1,3,,,,,,1,,,,,,"Jaeggli, Erika",,,,,
+ATCM,2301,003,16,1,2,3,2,1,1,,,,,,2,,,,,,"Ashkaboosi, Maryam",,,,,
+ATCM,2301,004,,12,7,4,5,1,1,,,,,,,,,,,,"Asgharpour, Hadi",,,,,
+ATCM,2301,006,2,11,4,,3,2,2,1,,,,,3,,,,2,,"Zamaniderkani, Vajihe",,,,,
+ATCM,2301,007,12,2,1,1,2,2,1,1,1,,,1,3,,,,,,"Ashkaboosi, Maryam",,,,,
+ATCM,2301,0W1,2,7,5,2,1,2,1,5,,,2,1,1,,,,,,"Trosper, Elizabeth M","Vo, Baotran N",,,,
+ATCM,2302,001,2,3,5,2,3,4,1,,1,,,,3,,,,1,,"Barreiro, Isi J",,,,,
+ATCM,2302,002,2,12,7,2,1,,,,,,,,1,,,,,,"Minnish, Roxanne W","Vahed Khoshknab, Tina",,,,
+ATCM,2302,003,10,7,4,1,,1,1,1,,1,,,2,,,,,,"De Leon, Jennifer M",,,,,
+ATCM,2302,004,9,7,5,3,2,,1,1,,,,,1,,,,,,"Clement, Shonte M",,,,,
+ATCM,2302,005,5,6,3,1,1,4,1,2,1,2,1,,1,,,,1,,"Ashouri, Shaghayegh",,,,,
+ATCM,2302,006,6,11,5,,3,1,,1,,,1,,2,,,,,,"Minnish, Roxanne W","Vahed Khoshknab, Tina",,,,
+ATCM,2302,501,6,3,2,2,1,,,1,,,4,,,,,,2,,"Gupta, Suvash",,,,,
+ATCM,2321,001,,2,10,3,4,5,4,,,,,,1,,,,,,"Imaoka, Laura B",,,,,
+ATCM,2321,002,2,9,17,,,,,,,,,,,,,,,,"Shukla, Nishanshi A",,,,,
+ATCM,2322,001,13,14,4,4,7,1,,,,,,1,,,,,1,,"Wu, Hong-An","Welwood, Samantha F",,,,
+ATCM,2325,001,,27,,,2,,,,,,,,1,,,,,,"Nguyen, Josef D",,,,,
+ATCM,2330,001,4,6,,2,6,,2,4,,,2,,,,,,,,"Martinez Ochoa, Angelica M",,,,,
+ATCM,2330,0W1,,,3,3,5,5,2,1,1,1,,,9,,,,,,"Nielsen, Christina R","Ayodabo, Sunday J",,,,
+ATCM,2330,0W2,,,1,2,3,6,3,1,1,3,1,,6,,,,1,,"Nielsen, Christina R","Ayodabo, Sunday J",,,,
+ATCM,2335,001,,14,2,1,,,,,,,,,1,,,,2,,"Burrough, Xtine L",,,,,
+ATCM,2340,001,2,36,7,14,16,6,7,2,2,,3,,3,,,,,,"Gooch, John C","Cole, Abby","Pietsch, Samuel R",,,
+ATCM,2350,001,10,8,5,1,2,1,,1,1,,,,,,,,1,,"Jones, Jazmine Q",,,,,
+ATCM,2350,002,16,6,,,5,,,1,,,,,1,,,,,,"Trosper, Elizabeth M","Yu, Yiding",,,,
+ATCM,2350,501,13,1,1,1,1,1,,1,,,,,2,,,,,,"Nair, Vinayak",,,,,
+ATCM,2355,001,1,1,1,2,1,1,1,2,4,1,,,3,,,,1,,"Marder, Amanda K",,,,,
+ATCM,2360,0W1,34,8,3,7,2,,2,1,1,,,,,,,,,,"Cox, Norman L",,,,,
+ATCM,3301,001,,,7,5,2,2,,,,,,,1,,,,,,"Imaoka, Laura B","Hernandez, Luke A",,,,
+ATCM,3301,003,6,3,4,,1,1,,1,,1,,,1,,,,,,"Heaslip, Audra",,,,,
+ATCM,3301,004,3,5,2,1,3,1,,,,,,,3,,,,1,,"Heaslip, Audra",,,,,
+ATCM,3301,005,,2,12,,,,2,,,1,,,1,,,,,,"Whitlock, Kathryn",,,,,
+ATCM,3301,006,4,3,4,,1,2,1,,1,,1,,,,,,1,,"Heaslip, Audra","Rahman, Mohammad K",,,,
+ATCM,3301,007,3,7,2,1,,,2,,,,1,,2,,1,,,,"Heaslip, Audra","Rahman, Mohammad K",,,,
+ATCM,3301,008,1,1,5,2,2,,,,,,1,,,,,,1,,"Khatri, Hamida",,,,,
+ATCM,3304,001,2,3,1,,3,2,,,,,,,2,,1,,2,,"Gardner, Frederick",,,,,
+ATCM,3320,001,11,7,7,2,,1,1,,,,,,1,,,,,,"Meador, Daryl",,,,,
+ATCM,3321,001,,5,10,6,1,1,1,2,,,1,,3,,,,1,,"Valkanova, Dora R",,,,,
+ATCM,3336,001,1,8,6,1,6,2,1,,1,,1,,2,,,,,,"McKinney, Mark",,,,,
+ATCM,3336,002,2,13,5,1,5,1,,1,,,,,,,,,,,"McKinney, Mark",,,,,
+ATCM,3336,501,5,10,2,1,,1,,,,,,,2,,,,1,,"Polansky, Adam A",,,,,
+ATCM,3337,001,7,7,5,,,4,2,,,1,,,1,,,,1,,"Starzer, Kenneth W",,,,,
+ATCM,3337,0W1,13,8,2,4,,,1,,,,,,2,,,,,,"Wood, Harold G",,,,,
+ATCM,3337,0W2,9,9,11,,,,,,,,1,,,,,,,,"Wood, Harold G",,,,,
+ATCM,3340,001,20,3,3,,1,2,1,,,,,,,,,,,,"Cox, Norman L",,,,,
+ATCM,3340,002,9,5,4,2,1,2,,3,4,,,,,,,,,,"Cox, Norman L",,,,,
+ATCM,3340,003,20,2,5,1,1,2,,,,,,,,,,,,,"Cox, Norman L",,,,,
+ATCM,3345,001,5,9,2,1,,1,,,,,,,1,,,,,,"Haws, Tyler",,,,,
+ATCM,3350,0H1,5,2,2,,3,5,1,,1,1,,2,6,,,,,,"Hewitt, Sharon A","Bhatia, Parul",,,,
+ATCM,3350,0W2,2,8,2,3,3,3,2,1,,1,1,1,3,,,,,,"Hewitt, Sharon A","Bhatia, Parul",,,,
+ATCM,3350,501,2,20,2,,1,,1,1,,,,,1,,,,,,"Kondas, Kyle S",,,,,
+ATCM,3356,501,5,2,1,1,2,,,1,,,,,1,,,,,,"Scott, Andrew F",,,,,
+ATCM,3388,002,5,5,3,1,2,1,1,1,,,,,1,,,,2,,"Fraley, James M",,,,,
+ATCM,3388,003,6,4,3,,1,2,,,,,,,1,,,,,,"Fraley, James M",,,,,
+ATCM,4319,001,15,1,1,2,,,,,,,,,,,,,,,"Ayres, Cameron M",,,,,
+ATCM,4319,002,,1,4,2,6,3,2,,1,,,,,,,,,,"Grieshaber, Amy",,,,,
+ATCM,4319,003,1,1,1,,1,1,,1,,,,,4,,1,,5,,"Gardner, Frederick",,,,,
+ATCM,4320,501,8,7,1,1,3,3,,1,,,,,2,,,,,,"Rheams, David C",,,,,
+ATCM,4323,001,5,2,2,,1,3,,1,,,,1,,,,,,,"Lee, Yueh-Jung",,,,,
+ATCM,4334,001,,,3,3,3,,1,,,,,,1,,,,,,"Valkanova, Dora R",,,,,
+ATCM,4337,0W1,3,14,1,5,1,2,1,,,,,,1,,1,,,,"Wood, Harold G",,,,,
+ATCM,4337,0W2,11,11,1,3,2,1,,,,,,,1,,,,,,"Wood, Harold G",,,,,
+ATCM,4339,001,,13,3,1,,,,,,,,,,,,,,,"Farrar, Eric T",,,,,
+ATCM,4346,001,1,4,5,2,2,,,,,,,,1,,,,,,"Marks, David",,,,,
+ATCM,4350,0W1,2,1,5,2,1,1,,1,1,1,1,,1,,,,1,,"Hewitt, Sharon A",,,,,
+ATCM,4350,0W2,7,9,3,,,1,1,1,1,2,,,4,,,,1,,"Hewitt, Sharon A",,,,,
+ATCM,4364,001,1,13,5,,1,,,,,,,,,,,,,,"McKinney, Mark",,,,,
+ATCM,4364,002,7,1,,,,,,,,,,,2,,,,1,,"Gupta-Fitzgerald, Harold E",,,,,
+ATCM,4364,501,2,10,7,,,,,,,,,,,,,,,,"McKinney, Mark",,,,,
+ATCM,4384,0H1,12,17,3,1,2,,,1,1,,,,3,,,,,,"Sengupta, Karl",,,,,
+ATCM,4384,0H3,18,17,2,,2,,,,,,,,1,,,,,,"Sengupta, Karl",,,,,
+ATCM,4384,0W1,,12,6,6,6,4,1,2,2,,,,1,,,,,,"Johnson, Janet L",,,,,
+ATCM,4397,001,,1,1,7,4,5,1,1,3,2,,,,,,,,,"Grieshaber, Amy",,,,,
+ATCM,4397,002,11,1,3,3,,1,1,1,1,,,,2,,,,1,,"Griffin, Troy",,,,,
+ATCM,4397,003,14,4,,,4,,,,,,,,,,,,1,,"Trosper, Elizabeth M",,,,,
+ATCM,4397,004,9,2,5,2,3,2,1,1,,,,,,,,,,,"Fraley, James M",,,,,
+ATCM,4397,0H1,6,9,3,2,3,,,,1,,,,,,,,,,"Minnish, Roxanne W",,,,,
+ATCM,4397,0W1,4,1,2,1,1,1,,,,,,,2,,,,,,"Fraley, James M",,,,,
+ATCM,6315,001,,2,2,2,2,,,1,,,,,,,,,1,,"Veras de Souza, Christine",,,,,
+ATCM,6322,001,,10,,,,,,,,,,,,,,,,,"Burrough, Xtine L",,,,,
+ATCM,6326,001,,10,,,,,,,,,,,,,,,,,"Terry, Dean D",,,,,
+ATCM,6344,001,,8,3,,,,1,,,,,,,,,,,,"Lewis, Timothy M",,,,,
+ATCM,6377,001,,11,,,,,,,,,,,,,,,,,"Sweet, Kevin J",,,,,
+AUD,6113,001,,,,,,,,,,,,,,,,,,26,"Cokely, Carol G",,,,,
+AUD,6306,001,,13,,,,,,,,,,,,,,,,,"Assmann, Peter F",,,,,
+AUD,6311,001,,10,,,4,,,1,,,,,,,,,,,"Clark, Jackie L","Cochran, Aaron W",,,,
+AUD,6318,001,,8,4,2,,,1,,,,,,,,,,,,"Warner-Czyz, Andrea D",,,,,
+AUD,7205,501,,25,2,,,,,,,,,,,,,,,,"LePrell, Colleen G",,,,,
+AUD,7220,001,,5,9,1,,,,,,,,,,,,,,,"Jahn, Kelly N",,,,,
+AUD,7250,001,,13,,,,,,,,,,,,,,,,,"Cokely, Carol G",,,,,
+AUD,7280,009,,,,,,,,,,,,,1,,,,,12,"Griffiths, Scott K",,,,,
+AUD,7280,070,,,,,,,,,,,,,,,,,,14,"Clark, Jackie L",,,,,
+AUD,7280,071,,,,,,,,,,,,,,,,,,15,"Mosley, Cornetta",,,,,
+AUD,7321,001,,8,2,3,2,,,,,,,,,,,,,,"Lobarinas, Edward",,,,,
+AUD,7326,501,,10,4,,,,,,,,,,,,,,,,"Thibodeau, Linda K",,,,,
+AUD,7351,001,,12,2,,,,,,,,,,,,,,,,"Griffiths, Scott K",,,,,
+AUD,8V97,064,,,,,,,,,,,,,,,,,,12,"Cokely, Carol G",,,,,
+BA,1310,001,7,7,14,5,3,2,3,1,,,,,,,,,7,,"Levine, Shahal S","Naik, Nagpritam Pradeep",,,,
+BA,1310,002,1,7,4,4,8,17,4,6,2,,2,,1,,,,,,"Hyndman, Kyle B","Momeni, Seyedreza",,,,
+BA,1310,003,1,4,3,3,8,9,6,5,7,,2,,3,,,,1,,"Hyndman, Kyle B","Momeni, Seyedreza",,,,
+BA,1310,004,9,5,9,9,3,5,2,2,2,,,1,3,,,,3,,"Levine, Shahal S","Naik, Nagpritam Pradeep",,,,
+BA,1320,001,6,3,11,10,3,6,7,4,3,,,,1,,,,2,,"Blueshtein, Moran","Abedini, Behnaz","Kumar, Harish","Liu, Jiabin",,
+BA,1320,002,,25,15,1,9,8,,,,,,,,,,,,,"Lewin, Peter","Kohli, Raghav",,,,
+BA,1320,003,,3,9,6,6,13,5,2,1,1,,,,,,,2,,"Zhao, Xiaodan",,,,,
+BA,1320,004,1,5,6,6,7,8,1,5,1,4,3,,,,,,,,"Zhao, Xiaodan",,,,,
+BA,1320,501,,21,14,4,8,2,4,1,,,1,,,,,,,,"Lewin, Peter","Kohli, Raghav",,,,
+BA,3300,001,6,4,7,9,7,3,1,4,1,,1,,1,,,,4,,"Liebowitz, Stanley J",,,,,
+BA,3300,002,2,12,7,5,4,5,6,1,1,,,,1,,,,2,,"Zhou, Junya",,,,,
+BA,3300,501,1,11,7,5,8,1,4,4,2,,,,,,,,,,"Zhou, Junya",,,,,
+BA,4090,002,,,,,,,,,,,,,,17,,,,,"Gamino, John P",,,,,
+BA,4090,091,,,,,,,,,,,,,,19,,1,,,"Henderson, Thomas C",,,,,
+BA,4090,092,,,,,,,,,,,,,,31,,,,,"Gamino, John P",,,,,
+BA,4095,0W1,,,,,,,,,,,,,,169,,,,,"Owens, Dawn M",,,,,
+BA,4095,0W2,,,,,,,,,,,,,,91,,7,,,"Owens, Dawn M",,,,,
+BA,4V90,093,,,,,,,,,,,,,,18,,,,,"Henderson, Thomas C",,,,,
+BCOM,1300,001,,5,7,2,2,2,1,2,,,3,1,2,,,,,,"Moore, Sarah E","Iqbal, Mashiyat",,,,
+BCOM,1300,002,1,,3,4,2,,1,2,1,1,2,,2,,,,,,"Moore, Sarah E","Iqbal, Mashiyat",,,,
+BCOM,3300,001,,2,8,5,7,1,3,4,3,,,,,,,,,,"Watson, John M","Rajesh, Rishapp",,,,
+BCOM,3300,002,6,11,12,3,2,1,,,2,,,1,,,,,,,"Woods Bennett, Joy M",,,,,
+BCOM,3300,003,1,32,4,1,,,,,,,,,1,,,,,,"Jacobson Jordan, Tatia","Verma, Tanya Shree",,,,
+BCOM,3300,004,1,4,9,7,7,4,2,1,,,3,,,,,,,,"Postolos, Christine A","Patel, Anjali Dipakbhai",,,,
+BCOM,3300,005,6,3,9,1,5,1,3,1,1,2,1,,4,,,,1,,"Cordova, Denise","Malladi, Sai Sirisha",,,,
+BCOM,3300,006,,5,6,6,11,3,2,1,,1,1,,3,,,,,,"Watson, John M","Rajesh, Rishapp",,,,
+BCOM,3300,007,1,7,7,7,7,6,3,1,,,,,,,,,1,,"Watson, John M","Rajesh, Rishapp",,,,
+BCOM,3300,008,,5,12,7,7,4,2,,1,,,1,,,,,1,,"Watson, John M","Rajesh, Rishapp",,,,
+BCOM,3300,009,,,4,5,3,8,1,,,,,,3,,,,,,"Pitchford, Bethany P","Elango, Neha",,,,
+BCOM,3300,501,,,3,4,4,6,4,3,,,,,2,,,,,,"Pitchford, Bethany P","Elango, Neha",,,,
+BCOM,3300,502,3,5,13,2,5,3,1,4,,,1,,,,,,,,"Cooper, Austin","Verma, Tanya Shree",,,,
+BCOM,4300,001,2,7,4,6,2,6,5,5,1,1,1,,,,,,,,"Cordova, Denise","Malladi, Sai Sirisha",,,,
+BCOM,4300,002,,4,10,7,5,4,4,2,2,,,1,,,,,1,,"Cordova, Denise","Malladi, Sai Sirisha",,,,
+BCOM,4300,003,1,10,6,3,7,9,1,1,2,,,,,,,,,,"Stewart, Julie M","Chitti, Sanjitha S",,,,
+BCOM,4300,004,,,4,5,8,10,2,6,3,,,2,,,,,,,"Stewart, Julie M","Chitti, Sanjitha S",,,,
+BCOM,4300,005,2,4,9,7,4,6,5,3,1,1,,,,,,,1,,"Cordova, Denise","Malladi, Sai Sirisha",,,,
+BCOM,4300,007,1,2,10,6,5,9,6,2,,1,,1,,,,,,,"Fry, Jennifer L",,,,,
+BCOM,4300,008,7,11,15,2,2,1,,1,,,,,,,,,,,"McCrady, Victoria D","Iqbal, Mashiyat",,,,
+BCOM,4300,009,5,4,16,4,6,3,,1,,,,,,,,,,,"McCrady, Victoria D","Iqbal, Mashiyat",,,,
+BCOM,4300,010,1,4,8,10,6,5,1,3,,,,,,,,,,,"McCrady, Victoria D","Iqbal, Mashiyat",,,,
+BCOM,4300,011,3,3,9,4,8,9,4,,,,,,,,,,,,"Pitchford, Bethany P","Elango, Neha",,,,
+BCOM,4300,012,,2,2,5,7,5,5,3,3,1,1,,2,,,,,,"Herman, Emily L",,,,,
+BCOM,4300,013,,2,4,6,5,7,1,2,,,,,,,,,,,"Siddiqui, Farah",,,,,
+BCOM,4300,014,,5,4,7,2,7,,3,1,,,,1,,,,,,"Moore, Jason",,,,,
+BCOM,4300,015,2,2,1,8,7,11,2,2,3,1,1,,,,,,,,"Stewart, Julie M","Chitti, Sanjitha S",,,,
+BCOM,4300,016,,8,14,10,5,4,,,,,,,1,,,,,,"Cordova, Denise","Malladi, Sai Sirisha",,,,
+BCOM,4300,017,,2,10,7,8,5,2,3,1,2,,,,,,,,,"Fry, Jennifer L",,,,,
+BCOM,4300,018,,,2,,24,2,,8,,,2,,2,,,,,,"Hornsby, Melanie",,,,,
+BCOM,4300,019,7,15,3,8,2,1,4,,1,,,,,,1,,,,"Loyless, Lauren",,,,,
+BCOM,4300,020,,2,7,4,5,12,1,2,,1,1,,2,,,,3,,"Stewart, Julie M","Chitti, Sanjitha S",,,,
+BCOM,4300,021,3,3,8,6,5,7,2,1,,,,1,1,,,,,,"McCrady, Victoria D","Iqbal, Mashiyat",,,,
+BCOM,4300,022,2,7,6,3,8,7,2,1,2,,,,1,,,,,,"Moore, Sarah E",,,,,
+BCOM,4300,501,,2,3,1,2,6,2,2,2,,,,2,,,,2,,"Alvarez, Manolo",,,,,
+BCOM,4300,503,3,1,1,,3,3,,1,2,1,,,,,,,,,"Usera, Daniel",,,,,
+BCOM,4300,504,3,8,5,1,12,3,4,1,1,,,,1,,,,1,,"Blockley, Caylin","Shah, Parthsarthi",,,,
+BCOM,4300,505,2,6,8,5,10,5,2,1,,,,,,,,,1,,"Ali, Shazia","Rajesh, Rishapp",,,,
+BCOM,4300,HO2,1,4,12,8,3,1,1,,,,,,,,,,,,"Lookadoo, Kathryn","Chitti, Sanjitha S",,,,
+BCOM,4300,HON,4,8,11,3,2,1,,,,,,,,,,,,,"Lookadoo, Kathryn","Chitti, Sanjitha S",,,,
+BIOL,1318,001,,3,,,10,,,9,,,3,,2,,,,1,,"Maitra, Meenakshi",,,,,
+BIOL,2111,501,16,24,15,8,6,9,7,5,8,6,7,12,4,,2,,,,"Srikanth, Uma","Lalami, Hamza","Suresh, Prarthana",,,
+BIOL,2112,001,4,7,8,3,5,6,1,2,4,,,2,1,,,,,,"Mazambani, Simbarashe",,,,,
+BIOL,2112,501,57,61,49,24,19,25,6,6,1,,,4,,,,,,,"Wilson, Michelle M",,,,,
+BIOL,2112,502,36,42,59,32,24,22,12,4,4,7,3,5,1,,,,,,"Padmanabhan, Ramesh","Parupalli, Preethi","Dao, Alex",,,
+BIOL,2281,301,8,3,1,5,1,3,2,,1,,,,,,,,,,"Pickett, Elizabeth A","Hossain, Fariha",,,,
+BIOL,2281,302,1,5,5,7,1,2,,,1,,,,1,,,,,,"Lin, Wen J","Liu, Junyu",,,,
+BIOL,2281,303,6,5,5,3,3,,,1,,,,,,,,,,,"Pickett, Elizabeth A","Khuwaja, Waris Muhammad",,,,
+BIOL,2281,304,2,10,4,1,3,1,1,,1,,,,,,,,,,"Lin, Wen J","Liu, Junyu",,,,
+BIOL,2281,305,1,4,3,1,2,3,1,,1,3,,1,2,,,,1,,"Huang, Yi","Khuwaja, Waris Muhammad",,,,
+BIOL,2281,306,1,5,4,2,1,2,2,,1,1,,3,,,,,1,,"Pickett, Elizabeth A","Tien, Hsin-Jung",,,,
+BIOL,2281,307,3,6,4,5,4,,,1,,,,,,,,,,,"Davenport, Anne M","Tien, Hsin-Jung",,,,
+BIOL,2281,308,2,6,,5,3,5,2,,,,,,,,,,,,"Lin, Wen J","Alemi, Parinazsadat",,,,
+BIOL,2281,309,2,14,3,1,2,,,,,,,,1,,,,,,"Davenport, Anne M","Arugonda, Ravali",,,,
+BIOL,2281,310,1,7,4,3,4,,2,,,,1,,,,,,,,"Huang, Yi","Maity, Tuhina",,,,
+BIOL,2281,311,2,1,4,6,,3,2,1,1,,,1,1,,,,1,,"Lin, Wen J","Briggs, Alyssa A",,,,
+BIOL,2281,312,2,9,6,2,2,,2,,,,,,,,,,,,"Pickett, Elizabeth A","Camp, John M",,,,
+BIOL,2281,313,2,8,4,1,1,1,2,1,,,,,1,,,,2,,"Davenport, Anne M","Arugonda, Ravali",,,,
+BIOL,2281,314,2,7,4,2,1,1,3,1,,1,,,1,,,,,,"Lin, Wen J","Briggs, Alyssa A",,,,
+BIOL,2281,315,6,8,3,3,,2,,,,,,,,,,,,,"Davenport, Anne M","Alemi, Parinazsadat",,,,
+BIOL,2281,316,,6,3,6,3,2,2,,,,,,,,,,,,"Pickett, Elizabeth A","Camp, John M",,,,
+BIOL,2281,317,2,3,2,6,4,3,1,,,1,,,,,,,1,,"Huang, Yi","Maity, Tuhina",,,,
+BIOL,2281,318,1,8,7,4,1,1,,,,,1,,,,,,,,"Huang, Yi","Elhawary, Ezzeldin N",,,,
+BIOL,2281,319,7,4,4,3,1,,1,,,,,,1,,,,1,,"Huang, Yi","Elhawary, Ezzeldin N",,,,
+BIOL,2281,320,4,10,3,1,2,1,1,,,,,,,,,,,,"Huang, Yi","Hossain, Fariha",,,,
+BIOL,2311,001,16,24,15,8,6,9,7,5,8,6,7,12,4,,2,,,,"Srikanth, Uma","Maiti, Dibyo","Gomez, Jessica E",,,
+BIOL,2312,001,57,61,49,24,19,25,6,6,1,,,4,,,,,1,,"Wilson, Michelle M","Thomas, Nathaniel","Liu, Chengcheng","Xu, Linyi",,
+BIOL,2312,002,36,42,59,32,24,22,12,4,4,7,3,5,1,,,,1,,"Padmanabhan, Ramesh","Parupalli, Preethi","Dao, Alex","Chen, Xingyu",,
+BIOL,2312,003,4,7,8,3,5,6,1,2,4,,,2,1,,,,,,"Mazambani, Simbarashe","Wilson, Michelle M","Thomas, Nathaniel",,,
+BIOL,3091,004,,,,,,,,,,,,,,13,,,,,"Delk, Nikki A",,,,,
+BIOL,3101,501,10,23,20,27,24,14,23,10,6,1,,,1,,,,1,,"De Jong, Jeff L","Afolami, Olufemi Ifeoluwa","Salaudeen, Ibrahim O",,,
+BIOL,3102,501,57,25,11,14,16,10,12,2,5,5,7,5,,,1,,2,,"Srikanth, Uma","Joshi, Purna A",,,,
+BIOL,3161,001,3,2,11,6,3,4,2,4,3,,,,1,,,,,,"Gavva, Sandhya R","Sunga, Sean Alec Lois B",,,,
+BIOL,3161,002,4,2,5,8,4,3,4,5,1,,,,1,,,,1,,"Gavva, Sandhya R","Sunga, Sean Alec Lois B",,,,
+BIOL,3161,003,3,2,1,1,2,,2,,,1,1,,2,,,,1,,"Dodani, Sheel C","Gavva, Sandhya R","Sibert, John",,,
+BIOL,3161,501,11,22,23,5,14,11,8,6,4,4,3,2,3,,,,1,,"Boyd, Stefanie D","Akter, Zakia","Yaqub, Muneer O",,,
+BIOL,3162,501,10,23,33,28,35,19,18,11,10,8,5,3,2,,,,,,"Reitzer, Lawrence J","Candas, Mehmet",,,,
+BIOL,3203,101,4,6,5,3,3,1,,1,,,,1,,,,,,,"Boyd, Stefanie D","Wickramasinghe, Piumi B","Bonde, Namrata Dinesh",,,
+BIOL,3203,601,2,7,2,1,2,,1,,1,,,,1,,,,,,"Gomez, Amy Jo M","Wickramasinghe, Piumi B","Bonde, Namrata Dinesh",,,
+BIOL,3301,001,10,23,20,27,24,14,23,10,6,1,,,1,,,,2,,"De Jong, Jeff L","Salaudeen, Ibrahim O","Afolami, Olufemi Ifeoluwa",,,
+BIOL,3302,001,57,25,11,14,16,10,12,2,5,5,7,5,,,1,,3,,"Srikanth, Uma","Joshi, Purna A","Patel, Umar J","Maity, Subhajit","Falah, Rafah M",
+BIOL,3303,001,20,49,21,8,10,3,2,1,1,1,2,,1,,,,,,"Sanchez, Erica L","Christensen, Priya M","Uppuluri, Aparna",,,
+BIOL,3318,001,68,16,10,3,,2,,1,1,1,,1,,,,,,,"Henson, Uyen N","Evers, Anna N",,,,
+BIOL,3320,001,2,,,1,1,,3,,1,2,,,1,,,,,,"Hajeri, Vinita","Walisundara, Walisundara M",,,,
+BIOL,3320,002,3,4,1,,1,1,,1,,,1,,2,,,,1,,"Hajeri, Vinita","Walisundara, Walisundara M",,,,
+BIOL,3325,001,17,14,6,3,1,1,,1,,,,,,,,,1,,"Sarcar, Subha",,,,,
+BIOL,3361,001,9,20,20,5,14,8,7,6,3,4,2,2,3,,,,3,,"Boyd, Stefanie D","Akter, Zakia","Yaqub, Muneer O",,,
+BIOL,3361,002,8,4,16,14,7,8,5,9,4,,,,2,,,,1,,"Gavva, Sandhya R","Sunga, Sean Alec Lois B",,,,
+BIOL,3361,003,3,3,2,2,2,,4,,,1,1,,2,,,,1,,"Dodani, Sheel C","Gavva, Sandhya R","Sibert, John",,,
+BIOL,3362,001,10,19,31,26,34,19,18,10,10,8,4,3,2,,,,,,"Candas, Mehmet","Reitzer, Lawrence J","Petter, Andrew T","Sunder Singh, Jacqulene Preethi","Soladogun, Adedamola S",
+BIOL,3370,001,20,5,3,,2,2,1,2,,,1,,1,,,,1,,"Wu, Zhuoru","Tiwari, Suman",,,,
+BIOL,3380,301,,3,3,2,1,1,,2,1,1,,,1,,,,1,,"Pan, Jing","Berisha, Eranda",,,,
+BIOL,3380,302,3,3,2,3,1,2,,,3,,2,1,,,,,,,"Rippel, Scott A","Zhabilov, Dannie",,,,
+BIOL,3380,303,4,2,2,1,4,2,1,,,2,,,,,,,,,"Rippel, Scott A","Zhabilov, Dannie",,,,
+BIOL,3380,304,7,4,1,2,2,2,1,,,,,,1,,,,,,"Mazambani, Simbarashe","Zhi, Jiahe",,,,
+BIOL,3380,305,3,1,3,1,1,,,1,,,,1,1,,,,,,"Mazambani, Simbarashe","Berisha, Eranda",,,,
+BIOL,3380,306,2,2,2,2,,3,,,,,1,,,,,,1,,"Pan, Jing","Liu, Yihan",,,,
+BIOL,3380,307,2,3,5,1,,4,2,,1,,1,,1,,,,,,"Rippel, Scott A","Shi, Zhan",,,,
+BIOL,3380,308,1,3,4,3,3,1,,1,1,1,,,,,,,2,,"Mazambani, Simbarashe","Shi, Zhan",,,,
+BIOL,3380,309,4,4,2,,,2,1,4,,2,,,,,,,1,,"Pan, Jing","Liu, Yihan",,,,
+BIOL,3380,311,4,7,3,2,2,,,1,1,,,,,,,,,,"Pan, Jing","Zhi, Jiahe",,,,
+BIOL,3385,001,1,6,1,2,7,1,4,2,,,4,,,,,,,,"Murchison, David F",,,,,
+BIOL,3388,001,7,3,5,2,7,4,,,1,,,,,,,,,,"Rippel, Scott A",,,,,
+BIOL,3455,301,,1,1,2,,2,,4,2,,1,,1,,,,,,"Maitra, Meenakshi","Ramirez, Ruben D","Hisam, Fatima",,,
+BIOL,3455,302,2,3,3,2,,3,1,5,3,2,2,1,4,,,,4,,"Maitra, Meenakshi","Ramirez, Ruben D","Hisam, Fatima",,,
+BIOL,3455,303,10,5,6,2,1,4,2,,2,1,,,,,,,3,,"Wu, Zhuoru","Ramirez, Ruben D","Gong, Hanling",,,
+BIOL,3455,304,1,3,2,,3,2,,2,1,2,1,1,3,,,,5,,"Maitra, Meenakshi","Ramirez, Ruben D","Veera, Kavya",,,
+BIOL,3455,305,,1,4,2,1,,3,,2,,1,,1,,,,2,,"Padmanabhan, Ramesh","Ramirez, Ruben D",,,,
+BIOL,3455,306,1,3,2,1,,2,1,,7,2,1,1,2,,,,2,,"Padmanabhan, Ramesh","Ramirez, Ruben D",,,,
+BIOL,3455,307,,,1,,1,4,2,1,2,,,1,1,,,,3,,"Padmanabhan, Ramesh","Ramirez, Ruben D","Veera, Kavya",,,
+BIOL,3455,801,4,4,3,6,5,3,3,1,3,1,,1,,,,,,,"Wu, Zhuoru","Ramirez, Ruben D","Gong, Hanling",,,
+BIOL,3455,802,2,1,3,4,3,5,1,1,4,1,,3,4,,,,2,,"Sarcar, Subha","Ramirez, Ruben D",,,,
+BIOL,3456,301,2,12,3,3,2,3,2,2,,1,,1,,,,,2,,"Yu, Wen-Ho","Spence, Lindsay J",,,,
+BIOL,3456,302,4,11,6,3,1,1,,1,2,,3,,,,,,1,,"Sarcar, Subha","Yu, Wen-Ho","Spence, Lindsay J",,,
+BIOL,3456,303,,4,,3,1,,1,1,,,,,,,,,,,"Sarcar, Subha","Yu, Wen-Ho","Balasundarasekar, Bhavani",,,
+BIOL,3456,304,2,9,8,1,3,1,1,3,2,1,,,1,,,,2,,"Yu, Wen-Ho","Zhang, Nan",,,,
+BIOL,3456,305,4,6,3,1,3,,1,1,,,,,,,,,1,,"Yu, Wen-Ho","Zhang, Nan",,,,
+BIOL,3456,801,1,4,2,2,,5,,2,1,,,,,,,,,,"Sarcar, Subha","Yu, Wen-Ho","Balasundarasekar, Bhavani",,,
+BIOL,3520,301,11,6,3,1,1,1,,,,,,,,,,,,,"Davenport, Anne M","Dalvi, Hrishikesh H","Dhar, Roopal",,,
+BIOL,3V00,001,1,2,2,,3,1,,3,1,,1,,2,,,,5,,"Voit, Eberhard O",,,,,
+BIOL,4302,024,15,,,,,,,,,,,,,,,,,,"Ramirez, Ruben D",,,,,
+BIOL,4302,028,4,8,,,,,,,,,,,,,,,,,"Srikanth, Uma",,,,,
+BIOL,4302,055,,20,,,,,,,,,,,,,,,,,"Lin, Wen J",,,,,
+BIOL,4302,060,,15,,,,,,,,,,,,,,,,,"Wilson, Michelle M","Thomas, Nathaniel","Liu, Chengcheng","Xu, Linyi",,
+BIOL,4302,066,10,,,,,,,,,,,,,,,,,,"Padmanabhan, Ramesh",,,,,
+BIOL,4310,001,5,12,9,15,10,6,4,2,,,,,1,,,,,,"Candas, Mehmet",,,,,
+BIOL,4345,001,,87,4,4,2,2,,,,,,,,,,,1,,"Wilson, Michelle M","Hossain, Md Liakat",,,,
+BIOL,4350,501,1,1,3,,,2,3,,,,1,1,3,,,,,,"Ramirez, Ruben D",,,,,
+BIOL,4357,001,9,1,2,3,,,,,,,,,,,,,,,"Srikanth, Uma","Sapkota, Darshan","Lalami, Hamza","Suresh, Prarthana",,
+BIOL,4360,001,3,7,2,1,1,,1,,,,,,,,,,,,"Pickett, Elizabeth A",,,,,
+BIOL,4380,301,4,3,1,1,,,,,,,,,1,,,,,,"Sadat, Eva L","Gomez, Amy Jo M","Salamat, Narges",,,
+BIOL,4380,302,9,4,3,2,1,,1,,,,,,,,,,,,"Sadat, Eva L","Gomez, Amy Jo M","Joshi, Ketki",,,
+BIOL,4380,304,15,3,,,1,,,,,,,,,,1,,,,"Gomez, Amy Jo M","Sadat, Eva L","Shryock, Douglas G",,,
+BIOL,4380,305,4,7,,2,1,2,,1,,,,,,,,,,,"Sadat, Eva L","Gomez, Amy Jo M","Chacon Castro, Maria Del Carmen",,,
+BIOL,4380,306,6,6,3,,3,1,1,,,,,,,,,,,,"Gomez, Amy Jo M","Sadat, Eva L","Konakalla, Anisha Reddy",,,
+BIOL,4385,001,1,15,1,8,3,,1,4,,,3,,,,,,,,"Murchison, David F",,,,,
+BIOL,4461,001,,3,5,2,5,3,,1,,,,,1,,,,,,"Boyd, Stefanie D",,,,,
+BIOL,5381,001,,29,,,10,,,,,,,,1,,,,1,,"Kim, Tae Hoon","Easterwood, Shayne",,,,
+BIOL,5410,001,,41,7,1,,,1,,,,,,,,,,1,,"DeNisco, Nicole J","Dillon, Nicholas","Basu, Ujjaini",,,
+BIOL,5440,001,,13,15,6,4,,1,1,,,,,,,,,,,"Delk, Nikki A","Yamauchi, Stephanie A",,,,
+BIOL,6252,001,,,,,,,,,,,,,,,,,1,22,"Sapkota, Darshan","Xuan, Zhenyu",,,,
+BIOL,6351,001,,11,4,1,,,1,,,,,,1,,,,,,"Dong, Xintong",,,,,
+BIOL,6370,001,,15,,,,,,,,,,,,,,,,,"Boll, Joseph M",,,,,
+BIOL,6385,001,,,3,3,2,,,,,,,,1,,,,1,,"Zhang, Michael Q","Chen, Xingyu",,,,
+BIOL,6V02,001,,,,,,,,,,,,,,,,,,27,"Jia, Lin",,,,,
+BIS,2190,0W1,9,5,2,5,2,3,1,,1,,,,1,,,,,,"Dornback, Sarah",,,,,
+BIS,2190,0W2,9,5,1,2,1,3,2,,1,,1,,2,,,,,,"Edwards, Christopher W",,,,,
+BIS,2190,0W3,12,7,,4,2,1,1,,1,,,1,,,,,,,"Henry, Loreen S",,,,,
+BIS,3320,001,10,10,5,,,,,,,,,,2,,,,,,"Lusk, Marc L",,,,,
+BIS,3320,002,9,5,6,2,,,,,,,,,,,,,,,"Lusk, Marc L",,,,,
+BIS,3320,003,12,15,6,1,,1,,,,,,,,,,,,,"Wright, David A",,,,,
+BIS,3320,004,14,5,2,1,1,,1,,,,,,3,,,,,,"Hammonds, Kyle",,,,,
+BIS,3320,005,3,4,2,1,,1,,1,2,,,,1,,,,,,"Hammonds, Kyle",,,,,
+BIS,3320,501,1,4,3,3,1,,2,,,,1,,,,,,,,"Wright, David A",,,,,
+BIS,4306,0W1,4,3,2,3,1,2,,,,,,,1,,,,2,,"Simpson, Carrie M",,,,,
+BLAW,2301,001,,25,5,5,25,13,9,2,1,,1,,1,,,,,,"Polze, Matthew M",,,,,
+BLAW,2301,002,,34,7,9,20,8,5,1,2,,,,1,,,,1,,"Polze, Matthew M",,,,,
+BLAW,2301,003,,30,3,14,22,8,6,1,1,1,,,1,,,,1,,"Polze, Matthew M",,,,,
+BLAW,2301,004,18,7,8,8,15,11,5,7,1,1,1,2,2,,,,2,,"Gamino, John P",,,,,
+BLAW,2301,005,1,4,12,8,6,8,4,2,1,,,,,,,,1,,"Sutton, Walter L","Soppannavar, Gauri C",,,,
+BLAW,2301,501,,7,13,1,5,10,9,10,16,,4,,10,,,,2,,"Betanzos, Christina L",,,,,
+BLAW,2301,502,,10,8,14,12,12,8,6,3,,5,,6,,,,2,,"Betanzos, Christina L",,,,,
+BLAW,2301,503,,11,10,7,11,9,7,11,9,,5,,3,,1,,1,,"Betanzos, Christina L",,,,,
+BLAW,4301,001,,21,18,5,2,,,,,,,,,,,,,,"Sutton, Walter L",,,,,
+BLAW,4305,001,3,6,,1,,,1,,,,,,,,,,,,"Baloul, Mirna",,,,,
+BLAW,4310,HON,,35,,,,,,,,,,,,,,,,,"Polze, Matthew M",,,,,
+BMEN,1208,301,3,6,1,3,3,1,1,,,,,,1,,,,,,"Myers, Kathleen M","Marasigan, Charlotte F","Balla, Eleni","Sargusingh, Mia J","Haghighi, Pegah",
+BMEN,1208,302,3,4,3,2,1,1,,,,,,1,,,,,,,"Myers, Kathleen M","Sargusingh, Mia J","Balla, Eleni","Marasigan, Charlotte F","Haghighi, Pegah",
+BMEN,1208,304,2,4,4,2,6,,,4,,,,,,,,,1,,"Meyer, Clark A","Haghighi, Pegah","Balla, Eleni","Sargusingh, Mia J","Marasigan, Charlotte F",
+BMEN,1208,305,1,7,3,2,5,3,2,1,,,,,,,,,,,"Meyer, Clark A","Haghighi, Pegah","Marasigan, Charlotte F","Balla, Eleni","Sargusingh, Mia J",
+BMEN,1208,3L1,5,1,3,1,2,1,1,,,,,,3,,,,,,"Myers, Kathleen M","Marasigan, Charlotte F","Balla, Eleni","Sargusingh, Mia J","Haghighi, Pegah",
+BMEN,1300,001,6,4,2,3,3,4,1,2,,1,,1,3,,,,2,,"Good, Levi B","Warren, Jeremy L",,,,
+BMEN,2320,001,1,1,1,3,5,2,4,8,7,3,1,,1,,,,2,,"Patel, Apurva R","Reyes, Anthony A",,,,
+BMEN,3200,001,,50,,1,2,,,,,,,1,1,,,,,,"Rivera, Christian","Stout, Angeloh M","Renake, Gauri S",,,
+BMEN,3220,101,2,3,1,2,1,,1,,,,,,1,,,,1,,"Ali, Tariq M","Akter, Nasrin",,,,
+BMEN,3220,102,3,4,5,3,1,,,1,,,,,,,,,,,"Ali, Tariq M","Solis, Elysandra M",,,,
+BMEN,3302,501,5,12,,5,8,,,4,,,3,,,,,,,,"Kim, Brian N","Bapanapalli, Vishnu Saket S",,,,
+BMEN,3310,001,8,6,2,3,,1,2,2,,3,,,1,,,,,,"Rivera, Christian","Taylor, Hudson R",,,,
+BMEN,3315,001,3,10,2,2,2,3,,3,,,,,,,,,,,"Cogan, Stuart","Gao, Yongsheng","Zare, Pariya",,,
+BMEN,3320,001,3,4,,4,8,3,1,2,2,,,,2,,,,,,"Ali, Tariq M","Akter, Nasrin","Solis, Elysandra M",,,
+BMEN,3325,001,,5,4,5,3,2,,1,1,,,,1,,,,,,"Brown, Katherine G","Pandala, Niharika",,,,
+BMEN,3331,001,6,21,13,5,3,6,2,,,,,,,,,,,,"Li, Yi",,,,,
+BMEN,3332,001,2,4,5,2,,3,1,,1,,,,,,,,,,"Hays, Seth A","Rastegar, Ghazal",,,,
+BMEN,3332,002,,6,4,,5,3,,3,2,,,,,,,,,,"Sirsi, Shashank R","Rastegar, Ghazal",,,,
+BMEN,3341,001,3,4,4,6,1,1,,,,2,,,,,,,1,,"Myers, Kathleen M","Shihabeddin, Tarik",,,,
+BMEN,3341,002,4,5,3,5,3,3,1,2,1,,,,1,,,,1,,"Myers, Kathleen M","Shihabeddin, Tarik",,,,
+BMEN,3380,001,2,5,7,2,5,1,,1,,,,,,,,,,,"Good, Levi B","Molaei Imenabadi, Rouzbeh",,,,
+BMEN,3399,001,9,2,10,3,2,5,,1,,1,1,,,,,,2,,"Rivera, Christian","Vahidi Zaman, Fatemeh","Taylor, Hudson R",,,
+BMEN,3399,002,10,8,5,2,1,1,1,,2,,,,2,,,,,,"Kang, Gu Eon","Taylor, Hudson R","Vahidi Zaman, Fatemeh",,,
+BMEN,4310,501,6,41,3,4,2,,,,2,,,,1,,,,1,,"Li, You","Rida, Zaina","Pandala, Niharika",,,
+BMEN,4341,001,,21,2,,1,,1,,,,,,,,,,,,"Jones, Caroline",,,,,
+BMEN,4355,001,2,7,5,1,1,1,,1,,,,,1,,,,1,,"Meyer, Clark A",,,,,
+BMEN,4360,001,5,30,8,7,1,2,1,1,,,1,,,,,,,,"Rodrigues, Danieli B","Prajapati, Krishna",,,,
+BMEN,4371,001,2,6,4,2,1,,,,,,,,,,,,,,"Ding, Yichen",,,,,
+BMEN,4389,001,,9,5,6,1,,1,,,,,,,,,,,,"Polk, Todd W","Tjahjono, Nathaniel S",,,,
+BMEN,4389,002,,2,5,2,3,,1,,,,,,,,,,,,"Polk, Todd W","Tjahjono, Nathaniel S",,,,
+BMEN,4389,003,1,12,4,5,3,,,,,,,,,,,,,,"Polk, Todd W","Tjahjono, Nathaniel S",,,,
+BMEN,6329,001,,23,1,,,,,,,,,,,,,,,,"Porter, Benjamin A",,,,,
+BMEN,6330,001,,17,3,1,,,,,,,,,,,,,,,"Hill, Roger J",,,,,
+BMEN,6338,001,,12,4,1,,,,,,,,,,,,,,,"Porter, Benjamin A",,,,,
+BMEN,6342,001,,20,,,,,,,,,,,,,,,,,"Rodrigues, Danieli B",,,,,
+BMEN,6345,001,,8,2,,,,,,,,,,,,,,,,"Obaid, Girgis A",,,,,
+BMEN,6373,001,,9,2,,1,,,,,,,,,,,,,,"Bian, Fang",,,,,
+BMEN,6374,001,,9,3,2,,,,1,,,,,,,,,,,"Dingal, Polimyr Caesar Dave P",,,,,
+BMEN,6382,001,,6,5,,,,,,,,,,,,,,,,"Bleris, Leonidas",,,,,
+BMEN,6V87,001,,6,2,1,1,,,,,,,,,,,,,,"Brown, Katherine G",,,,,
+BMEN,6V87,002,,6,4,2,2,,,,,,,,,,,,,,"Yurkovich, James T",,,,,
+BMEN,7088,001,,,,,,,,,,,,,,,,,,40,"Kang, Gu Eon",,,,,
+BMEN,7188,001,,19,1,2,,1,,,,,,,,,,,,,"Kang, Gu Eon",,,,,
+BPS,4305,001,,11,15,7,4,5,1,3,,1,,,,,,,,,"Deng, Shu",,,,,
+BPS,4305,002,,1,17,17,14,7,5,1,,1,,,2,,,,,,"West, Nicole","Kim, Hwayoung",,,,
+BPS,4305,003,,2,14,12,13,3,3,1,,,,,,,,,,,"West, Nicole","Kim, Hwayoung",,,,
+BPS,4305,501,3,2,1,7,5,1,3,4,1,,1,,2,,,,,,"Xia, Jun","Guo, Suifang",,,,
+BPS,4395,001,7,20,20,1,2,,,,,,,,,,,,,,"Penton, Kimia K",,,,,
+BPS,4395,002,,3,22,4,4,8,,,,,,,,,,,,,"An, Constance",,,,,
+BPS,4395,003,,50,,,,,,,,,,,,,,,,,"Parks, David","Loganathan, Naveen Kumar",,,,
+BPS,4395,004,,20,,11,19,,,,,,,,,,,,,,"Henderson, Thomas C",,,,,
+BPS,4395,005,6,5,11,3,11,3,1,5,1,,,,,,,,,,"Goodrich, Mary Beth W","Rashmi, Richa",,,,
+BPS,4395,007,,,12,12,14,7,1,,,,,,1,,,,,,"Kader, Lee",,,,,
+BPS,4395,008,6,14,17,6,7,,,,,,,,,,,,,,"Velayudham, Senthilnatha",,,,,
+BPS,4395,009,1,7,26,4,9,2,,1,,,,,,,,,,,"Harrison, Megan",,,,,
+BPS,4395,501,21,19,9,1,,,,,,,,,,,,,,,"Kitamura, Yuko",,,,,
+BPS,4395,502,,5,15,19,10,,,,,,,,,,,,,,"Segelhorst, Jon P",,,,,
+BPS,4396,001,21,7,7,2,1,,,1,3,,,,,,,,,,"Albrecht, Maria",,,,,
+BPS,6310,0W1,,31,7,7,2,,,,,,,,,,,,1,,"Xia, Jun","Guo, Suifang",,,,
+BPS,6310,501,,10,,,9,,,,,,,,,,,,,,"Dess, Gregory G","Song, You-Xiang",,,,
+BPS,6310,CH1,,29,,,,,,,,,,,,,,,,,"Gustin, Jan D",,,,,
+BPS,6310,GW1,,10,6,4,4,1,,,,,,,,,,,,,"Choi, Emily",,,,,
+BPS,6310,MBP,,13,9,1,,,,,,,,,,,,,,,"Lin, Zhiang","Jafari Gorizi, Amirsalar",,,,
+BPS,6332,CW1,,34,4,,,,,,,,,,,,,,,,"Ghosh, Anne F",,,,,
+BPS,6360,501,,6,3,2,4,,,1,,,,,,,,,,,"Hicks, Jeffrey N",,,,,
+BPS,6387,XH1,,12,9,,,,,,,,,,,,,,,,"Sachdeva, Deepak",,,,,
+BUAN,6009,001,,,,,,,,,,,,,,,,,,17,"Shekhar, Gaurav",,,,,
+BUAN,6009,091,,,,,,,,,,,,,,,,,,25,"Shekhar, Gaurav",,,,,
+BUAN,6312,001,,8,13,15,11,6,2,3,,,,,,,,,,,"Scott, Jonathan","Ouko, Daisy A",,,,
+BUAN,6312,002,,8,12,8,10,7,3,1,,,,,1,,,,,,"Liu, Quanquan","Katha, Tasfia T",,,,
+BUAN,6312,003,,9,12,16,8,6,4,1,,,,,,,,,,,"Liu, Quanquan","Katha, Tasfia T",,,,
+BUAN,6312,004,,6,11,14,17,4,4,3,,,,,,,,,,,"Scott, Jonathan","Ouko, Daisy A",,,,
+BUAN,6312,0W1,,9,9,6,4,2,4,2,,,,,1,,,,2,,"Blueshtein, Moran","Kumar, Harish","Abedini, Behnaz","Liu, Jiabin",,
+BUAN,6312,0W2,,2,6,8,4,15,6,2,,,,,,,,,1,,"Blueshtein, Moran","Kumar, Harish","Abedini, Behnaz","Liu, Jiabin",,
+BUAN,6312,501,,12,8,13,12,6,3,2,,,,,,,,,,,"Chudik, Alexander","Shah, Parth",,,,
+BUAN,6312,S01,,4,,3,1,2,,,,,,,,,,,,,"Blueshtein, Moran",,,,,
+BUAN,6312,S02,,8,12,16,12,6,4,,,,,,,,,,,,"Liu, Quanquan",,,,,
+BUAN,6312,SW1,,4,1,4,1,1,1,1,,,,,1,,,,1,,"Blueshtein, Moran",,,,,
+BUAN,6320,001,,23,20,6,4,3,,,,,,,,,,,,,"Srikanth, Kannan","Waghadkar, Ankita R",,,,
+BUAN,6320,002,,35,6,3,10,4,,,,,,,,,,,1,,"El-khodari, Gasan E","Desai, Preet Paras",,,,
+BUAN,6320,004,,5,1,3,1,,,,,,,,,,,,,,"Pandian, Thiru","Ratan, Vikram",,,,
+BUAN,6320,0W1,,18,4,6,11,,,,,,,,,,,,1,,"Ryu, Young U","Bachkaniwala, Jayraj",,,,
+BUAN,6320,501,,20,12,8,1,3,,,,,,,,,,,1,,"Srikanth, Kannan","Waghadkar, Ankita R",,,,
+BUAN,6320,502,,6,15,3,,,,,,,,,1,,,,,,"Kaya, Cuneyd C","Boda, Saandeep",,,,
+BUAN,6320,503,,9,4,2,,,,,,,,,,,,,,,"Kaya, Cuneyd C","Boda, Saandeep",,,,
+BUAN,6320,504,,25,15,13,4,2,,1,,,,,,,,,,,"Kamalzadeh, Hossein","Dasagrandhi, Veda Swaroop",,,,
+BUAN,6320,S01,,12,6,6,14,,,,,,,,2,,,,,,"Saleh, Ahed F",,,,,
+BUAN,6324,0W1,,2,7,,,,,1,,,,,,,,,,,"Menon, Syam S","Ghosh, Debapratim",,,,
+BUAN,6333,001,,12,8,2,5,2,,1,,,,,,,,,,,"Neouchi, Rabih","Pinnaka, Megha Sai Sree",,,,
+BUAN,6335,501,,15,9,11,3,2,2,2,,,,,,,,,,,"Samant, Mandar","Tahir, Rimsha",,,,
+BUAN,6335,502,,9,13,16,4,1,2,1,,,,,,,,,,,"Samant, Mandar","Tahir, Rimsha",,,,
+BUAN,6335,SW1,,8,1,5,7,4,,,,,,,,,,,,,"Narayan, Ravishankar L",,,,,
+BUAN,6337,001,,11,11,34,2,,,,,,,,,,,,,,"Shahrokhi Tehrani, Shervin","Ding, Yuchen",,,,
+BUAN,6337,002,,11,12,12,13,,,,,,,,,,,,,,"Murthi, B P","Lim, Taewook",,,,
+BUAN,6337,003,,4,9,15,10,,,,,,,,,,,,,,"Murthi, B P","Lim, Taewook",,,,
+BUAN,6337,004,,20,12,9,12,3,,,,,,,,,,,2,,"Joo, Joonhwi","Miao, Jin",,,,
+BUAN,6337,005,,14,15,23,,,,,,,,,,,,,,,"Shahrokhi Tehrani, Shervin","Ding, Yuchen",,,,
+BUAN,6337,006,,19,12,16,8,4,,,,,,,,,,,,,"Joo, Joonhwi","Miao, Jin",,,,
+BUAN,6337,0W1,,6,3,10,7,9,7,3,,,,,,,,,1,,"Subramanian, Upender","Park, Yeowoon",,,,
+BUAN,6337,0W2,,10,6,11,9,1,4,1,,,,,,,,,1,,"Subramanian, Upender","Park, Yeowoon",,,,
+BUAN,6337,501,,12,11,18,,,,,,,,,1,,,,,,"Shahrokhi Tehrani, Shervin","Ding, Yuchen",,,,
+BUAN,6337,S01,,21,12,27,,,,,,,,,,,,,,,"Shahrokhi Tehrani, Shervin","Ding, Yuchen",,,,
+BUAN,6337,S02,,44,9,4,3,,,,,,,,,,,,,,"Allison, Kyle",,,,,
+BUAN,6340,001,,38,7,,1,,,1,,,,,,,,,,,"Parker, Jason A",,,,,
+BUAN,6340,002,,11,2,1,2,,1,,,,,,,,,,,,"Lavastida, Thomas","Syed, Muaaz Ali",,,,
+BUAN,6340,003,,14,4,1,,1,,,,,,,,,,,,,"Parker, Jason A",,,,,
+BUAN,6340,004,,15,3,,2,,,,,,,,,,,,2,,"Parker, Jason A",,,,,
+BUAN,6340,S01,,20,11,2,,,,,,,,,,,,,1,,"Parker, Jason A",,,,,
+BUAN,6340,SW1,,24,7,4,1,,,,,,,,,,,,,,"Koju, Vijay",,,,,
+BUAN,6341,001,,19,12,15,1,,,,,,,,,,,,,,"Wu, Lidong","Dube, Anushka",,,,
+BUAN,6341,002,,9,17,14,8,1,,,,,,,,,,,,,"Cao, Ziyi","Nednurkar, Suma",,,,
+BUAN,6341,003,,10,8,4,1,,,,,,,,,,,,,,"Tang, Shaojie","Nednurkar, Suma",,,,
+BUAN,6341,004,,4,3,2,1,,,,,,,,,,,,1,,"Tang, Shaojie","Nednurkar, Suma",,,,
+BUAN,6341,0W1,,3,2,3,1,2,,,,,,,,,,,1,,"Smashnov, Uri","Dube, Anushka",,,,
+BUAN,6341,501,,7,9,2,3,2,,,,,,,,,,,,,"Cao, Ziyi","Nednurkar, Suma",,,,
+BUAN,6341,S01,,39,4,6,3,4,3,1,,,,,,,,,,,"Zemoodeh, Amir",,,,,
+BUAN,6341,SW1,,6,5,6,5,2,,2,,,,,,,,,1,,"Smashnov, Uri",,,,,
+BUAN,6342,001,,8,3,5,3,3,,1,,,,,,,,,,,"Singh, Harpreet","Ghosh, Debapratim",,,,
+BUAN,6342,501,,27,9,9,8,,,,,,,,,,,,,,"El-khodari, Gasan E","Desai, Preet Paras",,,,
+BUAN,6342,S01,,9,12,15,5,5,2,4,,,,,,,,,,,"Singh, Harpreet",,,,,
+BUAN,6344,501,,4,6,5,1,1,,1,,,,,,,,,,,"Maru, Vatsal K","Tiwari, Ragini",,,,
+BUAN,6344,5W1,,4,2,1,2,1,,1,,,,,,,,,1,,"Maru, Vatsal K","Tiwari, Ragini",,,,
+BUAN,6344,S01,,26,13,7,2,,,,,,,,,,,,,,"Allison, Kyle",,,,,
+BUAN,6346,001,,9,5,7,3,,,,,,,,,,,,,,"El-Youssef, Rami","Memon, Muhammad Shahab",,,,
+BUAN,6346,002,,20,5,4,8,,,,,,,,,,,,,,"El-khodari, Gasan E","Bhadalia, Raj",,,,
+BUAN,6346,0W1,,3,1,24,,,,,,,,,,,,,,,"Perez, Jerry",,,,,
+BUAN,6346,501,,16,9,6,5,,,,,,,,,,,,,,"El-khodari, Gasan E","Bhadalia, Raj",,,,
+BUAN,6346,502,,17,4,12,4,,,,,,,,,,,,,,"El-Youssef, Rami","Memon, Muhammad Shahab",,,,
+BUAN,6346,503,,14,7,7,4,,,,,,,,,,,,,,"El-Youssef, Rami","Memon, Muhammad Shahab",,,,
+BUAN,6346,504,,16,5,2,2,,,,,,,,,,,,,,"Kamalzadeh, Hossein","Dasagrandhi, Veda Swaroop",,,,
+BUAN,6346,505,,7,4,,,,,,,,,,,,,,,,"Shadid, Waseem G","Boggarapu, Rajarshi",,,,
+BUAN,6346,S01,,9,,6,6,4,2,3,,,,,,,,,,,"Paes, Antonio D",,,,,
+BUAN,6346,SW1,,18,6,33,,,,,,,,,,,,,,,"Perez, Jerry",,,,,
+BUAN,6356,001,,8,6,7,1,2,1,,,,,,,,,,,,"Sun, Shujing","Gunna, Rajavardhan Reddy",,,,
+BUAN,6356,003,,14,5,2,1,,,1,,,,,,,,,,,"Sun, Shujing","Gunna, Rajavardhan Reddy",,,,
+BUAN,6356,0W1,,9,4,4,4,1,1,,,,,,,,,,1,,"Parker, Jason A",,,,,
+BUAN,6356,501,,8,6,7,6,,,,,,,,,,,,,,"Lee, Heeseung","Tahir, Rimsha",,,,
+BUAN,6356,502,,10,8,7,5,1,,,,,,,,,,,,,"Lee, Heeseung","Tahir, Rimsha",,,,
+BUAN,6356,S01,,18,6,5,,,,,,,,,2,,,,,,"Shrivastava, Prakash C",,,,,
+BUAN,6357,SW1,,28,7,,1,3,,,,,,,,,,,,,"Johnston, Walter L",,,,,
+BUAN,6359,001,,6,6,5,8,10,7,5,,,,,2,,,,1,,"Toptal, Aysegul","Bhupalam, Harish",,,,
+BUAN,6359,0W1,,10,7,6,7,2,1,1,,,,,,,,,,,"Ahadi, Khatereh","Vashist, Shekhar",,,,
+BUAN,6359,502,,4,2,2,4,1,1,1,,,,,,,,,,,"Sethi, Avanti P","Emandi, Kusuma P",,,,
+BUAN,6359,503,,7,2,4,3,2,2,,,,,,,,1,,,,"Sethi, Avanti P",,,,,
+BUAN,6359,5W1,,2,7,3,3,3,,1,,,,,2,,,,1,,"Whalen, Tristan G","Poluri, Sai Krishna Reddy",,,,
+BUAN,6359,S02,,4,5,8,3,6,4,1,,,,,,,,,,,"Whalen, Tristan G",,,,,
+BUAN,6359,SW1,,4,2,,2,1,1,,,,,,,,,,1,,"Ahadi, Khatereh",,,,,
+BUAN,6382,501,,23,11,16,4,,,,,,,,,,,,,,"El-Youssef, Rami","Bhadalia, Raj",,,,
+BUAN,6382,SW1,,11,2,2,2,,2,1,,,,,,,,,,,"Khafizov, Farid T",,,,,
+BUAN,6383,001,,10,3,7,3,1,,,,,,,,,1,,,,"Menon, Syam S","Ghosh, Debapratim",,,,
+BUAN,6385,S01,,9,2,,,,,,,,,,,,,,,,"Asgar, Talukdar S",,,,,
+BUAN,6390,001,,47,2,3,2,,,,,,,,,,,,,,"Shadid, Waseem G","Dasagrandhi, Veda Swaroop",,,,
+BUAN,6390,002,,20,17,11,5,,,,,,,,,,,,,,"Sabir, Muhammad F",,,,,
+BUAN,6390,003,,21,18,11,2,2,,,,,,,,,,,,,"Dean, Brian J","Syed, Muaaz Ali",,,,
+BUAN,6390,501,,42,1,,,,,,,,,,,,,,1,,"Alvarez, Jose A","Gunna, Rajavardhan Reddy",,,,
+BUAN,6390,S01,,56,7,,3,1,,,,,,,,,,,,,"Johnston, Walter L",,,,,
+BUAN,6392,001,,7,9,10,7,,,3,,,,,,,,,1,,"Mehra, Amit","Mungi, Swapnil",,,,
+BUAN,6392,0W1,,6,5,7,2,,,,,,,,,,,,,,"Mehra, Amit","Mungi, Swapnil",,,,
+BUAN,6392,501,,16,9,4,5,,1,1,,,,,,,,,,,"Koju, Vijay","Batchala, Shashank Prapoorna",,,,
+BUAN,6398,001,,52,3,2,5,3,2,3,,,,,4,,,,,,"Nguyen, Hien T","Chougule, Vineet",,,,
+BUAN,6398,002,,7,6,2,3,1,,,,,,,1,,,,2,,"Wang, Yining","Yerpude, Piyush",,,,
+BUAN,6398,003,,55,8,4,3,1,1,,,,,,1,,,,,,"Nguyen, Hien T","Chougule, Vineet",,,,
+BUAN,6398,004,,45,12,5,4,1,3,2,,,,,,,,,,,"Whalen, Tristan G","Poluri, Sai Krishna Reddy",,,,
+BUAN,6398,0W1,,2,1,3,1,2,1,1,,,,,,,,,,,"Ramezani, Rasoul","Yerpude, Piyush",,,,
+BUAN,6398,0W2,,37,4,1,,,1,,,,,,,,,,,,"Whalen, Tristan G","Poluri, Sai Krishna Reddy",,,,
+BUAN,6398,501,,48,7,6,4,,1,2,,,,,2,,,,,,"Nguyen, Hien T","Chougule, Vineet",,,,
+BUAN,6398,S01,,12,,2,4,2,5,7,,,,,,,,,,,"Ramezani, Rasoul",,,,,
+BUAN,6398,SW1,,3,1,1,,2,1,2,,,,,,,,,1,,"Ramezani, Rasoul",,,,,
+BUAN,6V98,001,,,,,,,,,,,,,,,,,,129,"Shekhar, Gaurav",,,,,
+BUAN,6V98,091,,,,,,,,,,,,,,,,,,22,"Shekhar, Gaurav",,,,,
+BUAN,6V99,001,,4,3,1,1,1,,4,,,,,,,,,,,"Paes, Antonio D","Nalari, Nishma",,,,
+BUAN,6V99,501,,26,11,10,9,3,,1,,,,,,,,,,,"Shekhar, Gaurav","Dasagrandhi, Veda Swaroop",,,,
+CE,1202,001,5,3,1,1,1,1,2,4,2,1,,,1,,,,2,,"Cogan, Diana L",,,,,
+CE,1202,002,14,5,2,4,,1,,1,3,1,1,,4,,,,,,"Cogan, Diana L",,,,,
+CE,1202,003,7,1,1,1,5,2,,1,,2,2,1,2,,,,1,,"Cogan, Diana L",,,,,
+CE,1202,004,16,2,4,2,2,2,1,1,,,,,,,,,1,,"Cogan, Diana L",,,,,
+CE,2301,001,,9,,1,4,3,1,6,1,,2,,1,,,,,,"Lee, Gil S","Chowdhury, Saikat","Ghosh, Prosenjit Kumar",,,
+CE,2305,502,,4,1,,1,1,,,,1,,,,,,,3,,"Willson, James",,,,,
+CE,2310,001,10,4,8,3,3,,2,1,1,,1,,,,,,2,,"Ahmed, Shaheen","Feng, Jinkun","Daneshnazar, Milad",,,
+CE,2310,501,9,9,5,3,2,1,1,2,1,,3,,2,,,,,,"Ahmed, Shaheen","Daneshnazar, Milad","Kim, Jeonghwan","Feng, Jinkun",,
+CE,2336,003,2,2,1,3,3,,,,,,,,2,,,,,,"Ricks, Brian",,,,,
+CE,3161,051,1,8,9,6,2,,1,,,,,,,,,,,,"Mezenner, Rabah","Tariq, Zaid Bin","Chandra, Shreeram Suresh",,,
+CE,3161,091,,1,4,3,6,1,2,1,,,,,2,,,,,,"Mezenner, Rabah","Chandra, Shreeram Suresh","Tariq, Zaid Bin",,,
+CE,3201,001,6,14,4,,1,,,1,1,,2,,,,,,,,"Nikoubin Boroujeni, Tooraj","Duraisamy Swamikannan, Lena","Mohammadian Mosammam, Behnam","Sayem, Ahmad Sayeed","Khalesidoost, Sina",
+CE,3201,002,2,11,2,,2,2,2,,1,,,,,,,,,,"Nikoubin Boroujeni, Tooraj","Duraisamy Swamikannan, Lena","Mohammadian Mosammam, Behnam","Sayem, Ahmad Sayeed","Khalesidoost, Sina",
+CE,3202,002,4,6,2,,1,1,1,1,2,,,,,,,,1,,"Ahmed, Shaheen","Tayeb Naimi, Shideh","Parvez, Mohammad Salman","Nikfarjam, Hamed",,
+CE,3303,001,3,9,3,2,2,,,4,3,2,2,3,6,,,,2,,"Kehtarnavaz, Nasser","Alam, Lamia",,,,
+CE,3310,001,,4,,,,2,,,,,1,,2,,,,2,,"Tinker, Mark T","Ghosh, Prosenjit Kumar",,,,
+CE,3311,002,1,4,,1,,3,,2,3,,2,,,,,,,,"Liu, Jin","Li, Xiaoyang","Mahbub, Mohammed Nahiyan",,,
+CE,3311,003,1,3,2,2,6,1,,,,,,,1,,,,,,"Lee, Hoi","Yao, Yifan",,,,
+CE,3320,001,6,7,3,3,3,3,3,1,1,,,,1,,,,,,"Pedram, Hossein","Abbas, Farhat","Kamalzadeh, Moojan",,,
+CE,3320,002,6,7,3,3,3,1,3,2,2,,2,,,,,,1,,"Basu, Kanad","Kim, Jeonghwan",,,,
+CE,3345,008,1,3,3,2,1,,,1,,,,,,,,,1,,"Erbatur, Serdar",,,,,
+CE,4204,001,12,6,11,2,1,,,,,,,,,,,,,,"Young, Chadwin D","Jones, Colby W","Parvez, Mohammad Salman",,,
+CE,4205,001,2,7,,,,,,1,,,,,1,,,,,,"Akin, Bilal","Jena, Sritam","Afshar, Mojtaba","Efe, Lutfu E",,
+CE,4304,001,3,9,1,,3,,,1,4,,,,4,,,,1,,"Swartz, William P","Habibi Dehsheikhi, Mostafa",,,,
+CE,4304,002,6,12,2,2,2,2,1,1,1,,,,1,,,,,,"Swartz, William P","Habibi Dehsheikhi, Mostafa",,,,
+CE,4331,001,,13,1,,2,1,1,,,,1,,,,,,,,"Tamil, Lakshman S","Joglekar, Aditya S",,,,
+CE,4348,501,5,3,16,8,6,3,,1,,,1,,,,,,,,"Mittal, Neeraj","De, Partha","Sipai, Sushila","Aggarwal, Alakh","Sakib, Md Nazmus",
+CE,4370,001,9,5,3,5,4,,2,,2,,,,,,,,,,"Pedram, Hossein","Rashid, Md Imtiaz","Munia, Munawara Saiyara",,,
+CE,4370,002,3,28,4,2,3,1,,1,,,,,1,,,,,,"Swartz, William P","Sathe, Chaitali Gajanan","Rashid, Md Imtiaz",,,
+CE,4388,001,,17,,,,,,,,,,,,,,,,,"Tacca, Marco",,,,,
+CE,4388,002,,13,,,1,,,,,,,,,,,,,,"Skinner, Neal G",,,,,
+CE,4389,001,1,6,3,,1,,,,,,,,,,,,,,"Skinner, Neal G",,,,,
+CE,4389,004,1,7,2,2,,,,1,,,,,,,,,,,"Tacca, Marco",,,,,
+CE,4389,005,1,8,4,,,,,,,,,,,,,,,,"Tacca, Marco",,,,,
+CE,6301,001,,18,2,,3,1,2,2,,,,,,,,,,,"Swartz, William P","Ezechukwu, Dismas N","Afroz, Nosheen",,,
+CE,6302,001,,23,4,,1,,,,,,,,1,,,,,,"Nikoubin Boroujeni, Tooraj","Hashemi Esmaeilabad, Seyed Saeed",,,,
+CE,6303,001,,4,5,2,7,3,2,1,,,,,,,,,,,"Nourani, Mehrdad","Afroz, Nosheen",,,,
+CE,6304,001,,14,4,3,,,,1,,,,,,,,,,,"Pedram, Hossein","Zhao, Guangwei","Hashemi Esmaeilabad, Seyed Saeed",,,
+CE,6306,501,,13,,,,,,,,,,,,,,,,,"Wang, Alice","Gao, Tianning",,,,
+CGS,2301,0W1,14,12,7,7,3,1,2,1,1,1,,,,,,,1,,"Hooge, Kimberley D","Lilly, Lauren H",,,,
+CGS,2301,HN1,4,4,,2,1,3,,1,,,1,,,,,,1,,"O'Toole, Alice J",,,,,
+CGS,3361,001,8,2,1,,1,,,,,,,,,,,,,,"Roark, Dana A","Cortez, Jared I",,,,
+CGS,3361,002,,1,,,3,,,5,,,,,3,,,,,,"Wig, Gagandeep S","Skolasinska, Paulina A",,,,
+CGS,4320,001,1,5,1,2,3,,,,,,,,1,,,,2,,"Krawczyk, Daniel C",,,,,
+CGS,4353,0W1,17,8,5,3,3,1,,,,1,,,,,,,,,"Orrick, Erika D",,,,,
+CHEM,1111,101,2,5,3,,1,5,2,1,2,1,1,,5,,,,,,"Abeykoon, Nimali C","Umer, Arslan",,,,
+CHEM,1111,102,4,6,2,2,2,3,3,1,1,,,2,,,,,,,"Abeykoon, Nimali C","Umer, Arslan",,,,
+CHEM,1111,103,12,5,5,1,1,1,2,,,,,,1,,,,,,"Qin, Yanping","Brown, Monet R",,,,
+CHEM,1111,104,5,4,6,3,3,2,,1,,1,1,1,1,,,,,,"Tripathi, Kiran","Najjari, Aryan",,,,
+CHEM,1111,105,6,3,2,4,2,3,3,,,1,,,1,,,,,,"Tripathi, Kiran","Brown, Monet R",,,,
+CHEM,1111,106,11,7,3,2,1,1,1,,,,1,,2,,,,,,"Qin, Yanping","Brown, Monet R","Najjari, Aryan",,,
+CHEM,1112,101,19,2,3,1,1,2,,,,,,,1,,,,,,"Abeykoon, Nimali C","Budhathoki, Prakriti",,,,
+CHEM,1112,102,11,8,4,2,3,2,,,,,,,,,,,,,"Tripathi, Kiran","Hoot, Robert E",,,,
+CHEM,1112,103,9,4,3,2,1,3,2,2,1,,1,1,1,,,,,,"Tripathi, Kiran","Wicherts, Dylan M",,,,
+CHEM,1112,104,16,3,3,1,1,1,1,,1,,,,2,,,,,,"Tripathi, Kiran","Budhathoki, Prakriti",,,,
+CHEM,1112,105,12,9,1,4,1,1,,,1,,,,,,,,,,"Qin, Yanping","Hoot, Robert E",,,,
+CHEM,1112,106,17,9,2,,,,,,,,,,1,,,,1,,"Qin, Yanping","Nayak, Ritika",,,,
+CHEM,1112,107,17,7,4,1,,,,,,,,,,,,,,,"Anka, Fadwa H","Mir Sharifian, Arefehsadat",,,,
+CHEM,1112,108,18,4,2,2,,2,,,,,,2,,,,,,,"Anka, Fadwa H","Gupta, Rishabh",,,,
+CHEM,1112,109,18,7,2,2,1,,,,,,,,,,,,,,"Hashami, Zohreh","Ullah, Najeeb",,,,
+CHEM,1112,110,13,9,2,1,3,,1,,,,,,,,,,,,"Anka, Fadwa H","Shende, Prapti M",,,,
+CHEM,1112,111,19,7,,1,2,1,,,,,,,,,,,,,"Anka, Fadwa H","Polara, Sarthi",,,,
+CHEM,1112,112,21,7,,,,,,,,,1,1,,,,,,,"Hashami, Zohreh","Iqbal, Nafees",,,,
+CHEM,1112,113,13,6,8,,,1,,,,,,,,,,,1,,"Tripathi, Kiran","Mazhar, Noreen",,,,
+CHEM,1112,114,17,7,3,2,,,1,,,,,,,,,,,,"Abeykoon, Nimali C","Umeh, Queensley C",,,,
+CHEM,1112,115,10,7,2,4,4,1,,2,,,,,,,,,,,"Huang, Yu","Farvid, Seyedmajid","Iqbal, Nafees",,,
+CHEM,1112,116,9,9,2,3,,2,,,,1,,1,2,,,,,,"Abeykoon, Nimali C","Gupta, Rishabh",,,,
+CHEM,1112,117,20,7,1,1,,,1,,,,,,,,,,,,"Abeykoon, Nimali C","Umeh, Queensley C",,,,
+CHEM,1112,118,11,11,4,1,1,2,,,,,,,,,,,,,"Qin, Yanping","Mir Sharifian, Arefehsadat",,,,
+CHEM,1112,119,17,8,1,1,2,,,,,,,,,,,,,,"Qin, Yanping","Nayak, Ritika",,,,
+CHEM,1112,120,17,7,2,1,1,1,,,,,,,,,,,,,"Abeykoon, Nimali C","Wicherts, Dylan M",,,,
+CHEM,1112,121,12,11,2,1,1,,3,,,,,,,,,,,,"Gavva, Sandhya R","Santos Fernandez, Regino",,,,
+CHEM,1112,122,20,6,2,1,1,,,,,,,,,,,,,,"Anka, Fadwa H","Santos Fernandez, Regino",,,,
+CHEM,1112,123,21,5,,2,1,,,,,,,,,,,,,,"Qin, Yanping","Mazhar, Noreen",,,,
+CHEM,1112,124,21,5,2,1,,,1,,,,,,,,,,,,"Anka, Fadwa H","Polara, Sarthi",,,,
+CHEM,1112,125,13,11,1,2,1,,,,,,,,,,,,,,"Anka, Fadwa H","Ullah, Najeeb",,,,
+CHEM,1112,601,11,10,1,2,2,1,1,1,,,,,1,,,,,,"Sisk, Joshua R","Barnes, Sydney",,,,
+CHEM,1112,602,7,11,2,2,1,1,1,3,,,1,,,,,,,,"Sisk, Joshua R","Chen, Qiwei",,,,
+CHEM,1112,603,12,6,2,4,2,,1,,1,,,1,1,,,,,,"Sisk, Joshua R","Barnes, Sydney","Chen, Qiwei",,,
+CHEM,1112,604,11,10,3,1,2,,1,,,,1,,1,,,,,,"Sisk, Joshua R","Shende, Prapti M",,,,
+CHEM,1116,HN1,7,16,,2,,,,,,,,,,,,,,,"Sibert, John W",,,,,
+CHEM,1311,001,19,20,13,5,13,26,17,22,24,23,6,12,42,,,,13,,"Sra, Amandeep K","Kumari, Sneha",,,,
+CHEM,1312,001,3,14,11,18,10,17,7,13,21,11,14,11,28,,,,3,,"Abeykoon, Nimali C",,,,,
+CHEM,1312,002,11,29,22,25,14,26,9,13,16,5,6,,13,,,,5,,"Taylor, Stephanie M",,,,,
+CHEM,1312,003,3,24,10,9,17,19,15,18,24,7,10,6,26,,,,4,,"Dieckmann, Gregg R",,,,,
+CHEM,1312,004,14,42,19,14,27,21,16,5,12,1,8,4,9,,,,2,,"Huang, Yu",,,,,
+CHEM,1312,005,1,16,15,9,9,19,13,21,27,8,14,7,25,,1,,5,,"Dieckmann, Gregg R",,,,,
+CHEM,1316,HN1,7,8,,6,1,1,1,2,,,,,,,,,,,"Sibert, John W",,,,,
+CHEM,2233,001,70,45,6,3,1,,,,,,,,,,,,,,"Cortes, Sergio","Wijenayake, Sumudu N","Panapitiya, Nimanka P","Tran, Daniel N",,
+CHEM,2233,002,79,53,9,1,1,,,,,,,,,,,,,,"Cortes, Sergio","Wijenayake, Sumudu N","Tran, Daniel N","Panapitiya, Nimanka P",,
+CHEM,2233,003,60,50,9,1,,,,,,1,,,,,,,,,"Cortes, Sergio","Wijenayake, Sumudu N","Tran, Daniel N","Panapitiya, Nimanka P",,
+CHEM,2233,0W1,205,59,6,4,,,,,,,,,,,,,,,"Cortes, Sergio","Wijenayake, Sumudu N","Tran, Daniel N","Panapitiya, Nimanka P",,
+CHEM,2237,HN1,14,3,,,,,,,,,,,,,,,,,"Thompson, Christina M","Ehrman, Ryanne N",,,,
+CHEM,2323,001,22,11,4,,3,5,3,6,8,5,5,,20,,1,,6,,"Novak, Bruce M",,,,,
+CHEM,2323,002,15,11,3,6,6,11,3,13,6,13,8,,26,,1,,6,,"Novak, Bruce M",,,,,
+CHEM,2324,001,11,23,9,5,8,8,2,2,,,1,,2,,,,,,"Wijenayake, Sumudu N","Li, Baowen",,,,
+CHEM,2325,001,17,26,4,17,9,9,12,9,16,7,7,,10,,,,2,,"Thompson, Christina M","Amini-Harandi, Zahra",,,,
+CHEM,2325,002,22,38,14,14,12,8,11,9,4,3,1,,5,,,,4,,"Tran, Daniel N",,,,,
+CHEM,2325,003,19,40,8,16,16,9,11,8,8,4,2,,1,,,,2,,"Panapitiya, Nimanka P","Pradhan, Subham",,,,
+CHEM,2325,004,12,16,4,14,8,20,13,11,17,8,12,5,,,,,4,,"Ahn, Jung-Mo","Walimuni Mudiyanselage, Chamila Sandaruwan B",,,,
+CHEM,2325,005,3,5,4,10,7,16,11,12,15,11,8,,17,,,,4,,"Cortes, Sergio","Stefan, Mihaela C","Li, Baowen",,,
+CHEM,2328,HN1,3,7,1,4,2,1,,,,,,,,,,,,,"Biewer, Michael C","Popa, Marius S",,,,
+CHEM,2401,001,4,5,2,2,1,2,1,,1,1,,,,,,,,,"Dissanayake, Dushanthi S","Relix, Daniel E",,,,
+CHEM,2401,002,1,2,3,2,,1,2,1,,,1,,,,,,,,"Pantano, Paul",,,,,
+CHEM,2401,003,1,2,5,,,2,2,2,1,,,,,,,,,,"Pantano, Paul",,,,,
+CHEM,3321,001,3,9,3,4,10,5,,3,3,1,2,,,,,,,,"Torabifard, Hedieh","Aranda, Aidely",,,,
+CHEM,3322,001,6,3,,6,6,6,,2,2,2,2,,,,,,1,,"Nielsen, Steven O","Tran, Ly T",,,,
+CHEM,3361,001,2,2,3,,,3,1,,1,,1,,,,,,,,"Boyd, Stefanie D","Akter, Zakia","Yaqub, Muneer O",,,
+CHEM,3362,001,,4,2,2,1,,,1,,,1,,,,,,,,"Candas, Mehmet","Reitzer, Lawrence J","Petter, Andrew T","Sunder Singh, Jacqulene Preethi","Soladogun, Adedamola S",
+CHEM,3471,002,3,4,2,,1,,,,,,,,,,,,,,"Gassensmith, Jeremiah J","Trashi, Orikeda","Howlett, Thomas S",,,
+CHEM,3472,001,1,,1,3,1,1,,,2,1,3,,,,,,,,"Qin, Yanping","Wang, Ziqi","Igie, Nosakhare F",,,
+CHEM,3472,002,2,4,2,3,,1,,1,,,,,,,,,,,"Hashami, Zohreh","Haque, Syed Fahad Bin","Abbas, Muhammad",,,
+CHEM,4332,001,2,,2,5,4,,,,,,,,,,,,,,"Romiti, Filippo",,,,,
+CHEM,4340,001,,22,,,1,,,,,,,,,,,,,,"Stefan, Mihaela C",,,,,
+CHEM,4473,001,3,,3,1,1,2,,1,,,,,,,,,,,"Anka, Fadwa H","Brand, Emily J","Beck, Erling","Hildebrand, Dax J",,
+CHEM,4473,002,1,7,,3,2,,1,,1,,,,,,,,,,"Huang, Yu","Beck, Erling","Brand, Emily J","Hildebrand, Dax J",,
+CHEM,5332,001,,5,1,3,1,,,,,,,,,,,,,,"Romiti, Filippo",,,,,
+CHEM,5340,001,,13,,,,,,,,,,,,,,,,,"Stefan, Mihaela C",,,,,
+CHEM,6100,001,,,,,,,,,,,,,,,,,,120,"Romiti, Filippo",,,,,
+CHEM,6389,001,,38,,,,,,,,,,,,,,,,,"Wriedt, Mario",,,,,
+CHEM,8V91,024,,,,,,,,,,,,,,,1,,,11,"Stefan, Mihaela C",,,,,
+CHIN,1311,001,2,1,1,2,3,,,,2,,1,,,,,,1,,"Ye, Lijing",,,,,
+CHIN,1312,001,1,5,2,1,3,,,,,,,,,,,,,,"Ye, Lijing",,,,,
+CLDP,3303,001,4,4,5,1,3,1,1,2,1,,,,2,,,,,,"Klimkowski, Hillary E",,,,,
+CLDP,3305,001,,17,,,10,,,,,,,,1,,,,,,"Jett, Whitney G",,,,,
+CLDP,3310,001,,1,1,,2,3,3,1,2,,,1,,,,,1,,"Nelson Taylor, Jackie A",,,,,
+CLDP,3310,0W1,,20,,2,2,,1,,,,,,,,,,,,"Bonner, Deborah","Koch, Mia N",,,,
+CLDP,3332,001,,7,9,11,8,2,3,1,3,1,1,,1,,,,,,"Drew, Linda M","Redig, Samantha L",,,,
+CLDP,3338,001,,4,,2,1,1,,1,,,,,,,,,1,,"Tang, Alva","Liu, Yilin",,,,
+CLDP,3339,0H1,,4,,1,3,2,,4,1,,,,3,,,,1,,"Huxtable-Jester, Karen J","Hsieh, Uan-Luen",,,,
+CLDP,3342,501,2,12,6,4,2,4,1,,,,1,,,,,,,,"Bonner, Deborah","Gholap, Neha P",,,,
+CLDP,3362,001,8,9,6,3,4,1,3,1,,1,,,,,,,,,"Atchison, Kristin J","Monroe, Anthony J",,,,
+CLDP,3394,0H1,,14,,,1,,,,,,,,,,1,,2,,"Grant, Meridith G","Holmes, Melanie C",,,,
+CLDP,4308,001,,9,,,4,,,1,,,,,,,,,,,"Touchstone, Emily W","Cullinan, McKenzie B",,,,
+COMD,6101,0W1,,,,,,,,,,,,,,,,,,15,"Dean, Lucinda L",,,,,
+COMD,6112,0W1,,,,,,,,,,,,,,,,,,20,"Walsh, Diane G",,,,,
+COMD,6221,001,,39,46,10,3,1,,,,,,,,,,,1,,"Shembel, Adrianna C",,,,,
+COMD,6240,001,,61,,,2,,,,,,,,,,,,,,"Touchstone, Emily W",,,,,
+COMD,6308,001,,24,,,,,,,,,,,,,,,,,"Rich, Judith B",,,,,
+COMD,6320,001,,25,,,,,,,,,,,,,,,,,"Smith, Irma E","Dean, Lucinda L",,,,
+COMD,6377,001,,22,,,,,,,,,,,,,,,,,"Kenedi, A Helen I","Sale, Felicity F",,,,
+COMD,6378,001,,71,,,9,,,1,,,,,,,,,,,"Dean, Lucinda L","Sale, Felicity F",,,,
+COMD,6630,044,,,,,,,,,,,,,,,,,,11,"Walsh, Diane G",,,,,
+COMD,6630,064,,,,,,,,,,,,,,,,,,12,"Cokely, Carol G",,,,,
+COMD,6630,069,,,,,,,,,,,,,,,,,,11,"Kenedi, A Helen I",,,,,
+COMD,6630,144,,,,,,,,,,,,,,,,,,11,"Walsh, Diane G",,,,,
+COMD,7208,001,,17,,,,,,1,,,,,,,,,,,"Brown, Allison T",,,,,
+COMD,7219,001,,67,,,2,,,,,,,,,,,,,,"Touchstone, Emily W","Sack, Leah R",,,,
+COMD,7221,001,,49,,,4,,,,,,,,,,,,,,"Carter, Jessica A",,,,,
+COMD,7301,501,,21,,,,,,,,,,,,,,,,,"Rich, Judith B",,,,,
+COMD,7307,001,,39,,,2,,,,,,,,,,,,,,"Kenedi, A Helen I",,,,,
+COMD,7325,0W1,,13,7,4,2,2,,,,,,,,,,,,,"Mosley, Cornetta",,,,,
+COMD,7336,001,,18,2,4,2,,,,,,,,,,,,,,"Rollins, Pamela R",,,,,
+COMD,7384,501,,31,,,,,,,,,,,,,,,,,"Lombardi, Christina L",,,,,
+COMD,7V56,001,,15,,1,1,,,,,,,,,,,,,,"Su, Lei",,,,,
+COMM,1311,001,6,15,7,13,6,4,2,1,1,3,,,2,,,,,,"Totusek, Patricia F","Mathis, Erik","Williams, Alecia N",,,
+COMM,1311,002,,2,7,5,5,1,1,1,,,,,2,,,,,,"Baker, Barbara L",,,,,
+COMM,1311,003,,5,8,3,2,3,,1,,,,,,,,,1,,"Baker, Barbara L",,,,,
+COMM,1311,006,11,10,2,,,1,,,,,,,,,,,,,"Totusek, Patricia F",,,,,
+COMM,1311,0H1,3,2,3,3,1,,1,1,,,1,,,,,,5,,"Sova, Melodee L",,,,,
+COMM,1311,0H2,7,14,3,,,,,,,,,,,,,,,,"Davis, Letitia A",,,,,
+COMM,1311,0H5,16,6,1,,,,,,,,,,,,,,,,"Tanner, Lari J",,,,,
+COMM,1311,0H6,,8,4,1,1,3,3,,,,,,,,,,2,,"Sluder, Jeanne",,,,,
+COMM,1311,0H7,,5,7,4,2,,,3,,1,,,,,,,,,"Sluder, Jeanne",,,,,
+COMM,1311,0W1,3,9,4,3,3,,,,,,,,,,,,2,,"Templeton, Allison A",,,,,
+COMM,1311,0W2,2,7,3,3,1,1,1,1,,1,1,,1,,,,2,,"Templeton, Allison A",,,,,
+COMM,1311,0W3,15,4,1,2,,,,,,,,,2,,,,,,"Sova, Melodee L",,,,,
+COMM,1311,0W4,3,7,1,3,,,2,1,,,,,3,,,,4,,"Sova, Melodee L",,,,,
+COMM,1311,0W5,4,12,3,1,1,1,,1,,,,,,,,,,,"Totusek, Patricia F",,,,,
+COMM,1311,0W6,5,6,4,2,1,,,,,,,,1,,,,1,,"Vazzi, Lisa",,,,,
+COMM,1311,0W7,5,8,3,1,1,,2,,,,,,,,,,3,,"Vazzi, Lisa",,,,,
+COMM,1311,0W8,7,4,2,2,2,2,,,,1,,,2,,,,1,,"Tanner, Lari J",,,,,
+COMM,1311,0W9,7,7,3,1,1,1,2,,,,,,1,,,,,,"Williams, Alecia N",,,,,
+COMM,1311,5W1,5,7,2,2,2,,,1,,,,,2,,1,,,,"Fraley, James M",,,,,
+COMM,1315,0H1,20,8,1,1,,,,,,,,,,,,,,,"Saenz, Michael A",,,,,
+COMM,1315,0H2,1,4,8,2,2,,,1,2,,,1,6,,,,2,,"Sova, Melodee L",,,,,
+COMM,1315,0H3,,1,7,3,2,,,,1,1,1,,3,,,,,,"Aranda, Johnson",,,,,
+COMM,1315,0H4,2,3,3,3,1,,,1,1,,,,5,,,,,,"Aranda, Johnson",,,,,
+COMM,1315,0H5,5,4,4,2,1,1,2,2,,,,,2,,,,,,"Skiles, Bradley W",,,,,
+COMM,1315,0H6,,1,6,6,2,1,2,2,1,1,,,,,,,1,,"Sova, Melodee L",,,,,
+COMM,1315,0H7,3,11,4,2,1,,1,1,,,,,,,,,,,"Templeton, Allison A",,,,,
+COMM,1315,0H8,3,10,5,3,1,,1,,,,,,,,,,,,"Templeton, Allison A",,,,,
+COMM,1315,0H9,3,1,3,1,2,1,1,,1,,2,,4,,,,1,,"Lingo, Kathy P",,,,,
+COMM,1315,0W1,10,6,3,2,,1,1,,,,,,,,,,,,"Cannon, Charles",,,,,
+COMM,1315,0W2,1,8,5,3,,,,,,,,,3,,,,2,,"Cannon, Charles",,,,,
+COMM,1315,0W3,,1,2,8,4,2,1,,,,1,,3,,,,1,,"Bromberg, Mike",,,,,
+COMM,1315,0W4,1,5,3,2,2,1,,,1,,1,,5,,,,2,,"Bromberg, Mike",,,,,
+COMM,1320,001,,2,2,1,1,,2,2,,,,,,,,,,,"Baker, Barbara L",,,,,
+COMM,3340,001,6,4,2,,,,1,,,,,,,,,,,,"Totusek, Patricia F",,,,,
+COMM,4305,0W1,,10,5,3,1,,1,,1,,,,2,,,,,,"Schlobohm, Maribeth L",,,,,
+COMM,4360,0H1,3,4,3,,3,,,,,,,,,,,,1,,"King, Carie S",,,,,
+CRIM,1301,001,,10,13,15,12,8,5,4,3,,,,4,,,,,,"Escobedo, Allison E",,,,,
+CRIM,1301,0W1,2,11,11,2,12,12,1,6,2,,,1,5,,,,,,"Harris, Michelle N","Karmakar, Anasuya",,,,
+CRIM,1307,001,10,14,15,4,7,9,6,2,1,1,,,2,,,,2,,"Hull, Kerrie Ann",,,,,
+CRIM,1307,0W1,17,20,18,6,9,8,1,,,1,,,,,,,,,"Vasquez, Arthur G","Mcchriston, Marvin",,,,
+CRIM,2306,501,2,8,3,1,1,,2,,3,,,,2,,,,1,,"Duke, Clifford",,,,,
+CRIM,2313,0W1,11,17,6,5,5,,4,,2,,,,1,,,,,,"Hong, Sunmin",,,,,
+CRIM,2316,0W1,6,14,,5,3,,3,4,,,1,,1,,,,,,"Van Blarcum, Lauren N",,,,,
+CRIM,2317,0W1,4,18,11,3,4,4,1,3,3,,,,2,,,,,,"Worrall, John L","Lee, Jaebom",,,,
+CRIM,3300,0W1,2,29,13,2,11,1,4,6,,,2,1,3,,,,1,,"Worrall, John L","Puddy, Haley N",,,,
+CRIM,3301,0W1,28,12,9,4,1,,3,4,,,,,3,,,,1,,"Getty, Ryan M","Wang, Wenyi",,,,
+CRIM,3302,0W1,13,14,3,5,5,2,2,3,,,,,2,,,,1,,"Lee, Yeungjeom","Yoon, Minyeong",,,,
+CRIM,3303,001,25,8,8,2,3,,,,,,,,1,,,,,,"Vasquez, Arthur G","Mcchriston, Marvin",,,,
+CRIM,3307,0W1,55,11,4,1,1,,,,,,,,,,,,,,"Vasquez, Arthur G","Mcchriston, Marvin",,,,
+CRIM,3310,0W1,27,15,8,4,6,4,2,,,2,1,,5,,,,1,,"Wilds, Katherine M",,,,,
+CRIM,3312,001,2,2,3,1,2,3,4,1,1,4,,,,,,,1,,"Jacobs, Bruce A","Lee, Jaebom",,,,
+CRIM,3319,0W1,,19,7,4,3,3,1,2,,,,,1,,,,,,"Hamer, Karen",,,,,
+CRIM,4311,0W1,,27,5,3,3,1,2,,1,1,,,,,,,,,"Burton, Alexander","Puddy, Haley N",,,,
+CRIM,4322,001,,25,2,2,3,2,,1,1,,1,,1,,,,,,"Krajewski, Andrew T","Olszewski, Hailey",,,,
+CRIM,4396,001,5,14,6,5,2,3,1,,,,,1,,,,,1,,"Boots, Denise P","Manuel, Samantha A","Si, Wen",,,
+CRIM,4396,002,22,6,1,,,,1,,,,,,,,,,,,"Vasquez, Arthur G","Mcchriston, Marvin",,,,
+CRIM,6308,001,,8,,1,,,,,,,,,1,,,,1,,"Harris, Michelle N",,,,,
+CRIM,6311,501,,12,,,,,,,,,,,,,,,,,"Getty, Ryan M",,,,,
+CRIM,6315,001,,13,,3,,,,,,,,,,,,,,,"Jacobs, Bruce A",,,,,
+CRIM,6381,501,,17,,,,,,,,,,,,,,,,,"Love, Tony","Islam, Mohammad Touhidul",,,,
+CRWT,2301,001,8,5,2,,,2,,1,,,,,,,,,1,,"Burghelea, Clara I",,,,,
+CRWT,2301,003,7,7,,2,,,,1,,,1,,1,,,,,,"Sahota, Kiran B",,,,,
+CRWT,2301,004,3,4,1,,1,,1,1,,,2,,2,,,,1,,"Brandow, Carmon",,,,,
+CRWT,2301,005,6,,2,1,2,1,3,1,1,,,,,,,,1,,"Brandow, Carmon",,,,,
+CRWT,2301,006,7,4,4,,1,1,,,,,,,,,1,,,,"Burghelea, Clara I",,,,,
+CRWT,2301,007,3,11,2,,1,1,,,,,,,1,,,,,,"Sahota, Kiran B",,,,,
+CRWT,2301,501,5,2,1,1,,,1,,1,,,1,,,,,,,"Neal, Laura",,,,,
+CRWT,3306,001,2,10,1,1,,,,,,,,,,,,,,,"Martinez, Manuel L",,,,,
+CRWT,3308,001,,11,,,2,,1,,,,,,1,,,,,,"VanWormer, Gretchen",,,,,
+CRWT,3330,501,,,8,3,2,1,,,,,,,,,,,,,"Vincent, Shelby D",,,,,
+CRWT,3351,002,1,5,7,,,,,1,,,,,,,,,,,"Stone, Naomi S",,,,,
+CRWT,3354,001,,14,1,1,,,,,,,,,,,,,,,"Goldberg, Paula",,,,,
+CRWT,3354,501,,14,,1,,,,,,,,,,,,,,,"Goldberg, Paula",,,,,
+CRWT,4307,001,2,8,1,1,,,,,,,,,,,,,,,"Martinez, Manuel L",,,,,
+CS,1134,101,18,30,,1,1,,,,,,,,3,,,,,,"Karrah, Shyam S",,,,,
+CS,1134,102,40,2,2,,,3,,1,2,,3,,1,,,,,,"Veerasamy, Jeyakesavan",,,,,
+CS,1325,001,,11,19,6,11,11,7,3,4,5,,,4,,,,1,,"Solanki, Nidhiben M",,,,,
+CS,1325,002,1,12,9,10,13,9,14,9,7,3,1,,7,,,,2,,"Solanki, Nidhiben M",,,,,
+CS,1334,001,10,29,5,10,4,,1,,,1,,,5,,,,,,"Karrah, Shyam S",,,,,
+CS,1334,002,13,6,3,4,2,4,,,4,2,2,1,3,,,,1,,"Veerasamy, Jeyakesavan",,,,,
+CS,1335,001,10,11,10,7,1,1,1,9,1,1,5,2,,,,,1,,"Veerasamy, Jeyakesavan",,,,,
+CS,1335,002,14,8,12,6,4,7,4,3,2,1,,,3,,,,1,,"Narayanasami, Priya",,,,,
+CS,1337,002,6,8,12,6,5,8,2,3,1,2,3,2,6,,,,2,,"Narayanasami, Priya",,,,,
+CS,1337,003,22,3,8,4,2,5,1,2,1,2,2,2,10,,,,2,,"Srinivasan, Srimathi",,,,,
+CS,1337,004,1,11,2,5,11,7,4,15,3,1,5,1,4,,,,2,,"Gupta, Neeraj K",,,,,
+CS,1337,005,6,3,4,2,7,9,3,1,1,1,1,1,8,,,,1,,"Srinivasan, Srimathi",,,,,
+CS,1337,006,13,6,14,7,1,5,3,5,1,,,1,6,,,,4,,"Srinivasan, Srimathi",,,,,
+CS,1337,007,2,8,4,1,12,1,2,5,2,,2,1,4,,,,22,,"Smith, Jason W",,,,,
+CS,1337,008,1,6,6,3,15,2,6,7,4,2,3,,11,,,,8,,"Smith, Jason W",,,,,
+CS,1337,010,5,27,,2,14,,3,7,,,4,,5,,,,3,,"DeGroot, Doug","Uddin, Md Nahiyan",,,,
+CS,1337,011,15,6,5,7,5,6,2,3,1,1,2,,10,,,,7,,"Razo-Razo, Miguel Angel",,,,,
+CS,1337,012,7,25,,1,14,,4,14,,,1,,3,,,,3,,"DeGroot, Doug",,,,,
+CS,1337,0W1,8,22,13,7,4,3,4,2,,,2,,1,,,,2,,"Dollinger, Scott M",,,,,
+CS,1337,0W9,12,32,13,7,2,1,1,1,,,2,,2,,,,1,,"Dollinger, Scott M",,,,,
+CS,1337,501,5,4,4,2,2,5,7,3,1,,,2,11,,,,5,,"Razo-Razo, Miguel Angel",,,,,
+CS,1436,002,1,3,4,3,1,3,6,9,4,6,3,2,20,,1,,1,,"Thompson, Laurie A",,,,,
+CS,1436,003,5,12,11,6,12,7,2,5,2,2,2,1,4,,,,1,,"Arnold, Gordon L",,,,,
+CS,1436,004,8,9,6,7,8,4,4,3,5,2,2,3,5,,,,1,,"Karrah, Shyam S",,,,,
+CS,2305,001,1,2,3,3,4,3,2,4,2,,1,,5,,,,5,,"Ntafos, Simeon C",,,,,
+CS,2305,002,5,16,12,14,23,22,13,19,,3,3,3,5,,,,3,,"Chin, Wei-Pang",,,,,
+CS,2305,003,,4,5,12,14,11,15,5,2,1,2,1,3,,,,4,,"Ntafos, Simeon C",,,,,
+CS,2305,004,9,9,12,19,19,25,17,14,,3,4,3,3,,,,2,,"Chin, Wei-Pang",,,,,
+CS,2305,501,4,16,13,9,31,7,15,13,8,4,5,3,11,,,,6,,"Willson, James",,,,,
+CS,2305,502,4,19,13,10,29,12,10,10,7,4,4,2,9,,,,4,,"Willson, James",,,,,
+CS,2336,001,4,3,,3,1,2,2,3,2,1,,1,21,,,,13,,"Smith, Jason W",,,,,
+CS,2336,002,11,20,9,9,14,1,1,6,2,2,3,1,4,,,,2,,"Ricks, Brian",,,,,
+CS,2336,003,16,13,5,5,11,6,4,6,1,,1,1,6,,,,2,,"Ricks, Brian",,,,,
+CS,2336,004,3,2,10,4,6,1,,5,,2,2,1,3,,,,1,,"Gupta, Neeraj K",,,,,
+CS,2336,501,1,2,1,2,2,1,,2,1,,2,,4,,,,3,,"Maweu, Barbara M",,,,,
+CS,2337,001,2,15,6,6,6,2,3,2,1,1,2,,6,,,,5,,"Arnold, Gordon L",,,,,
+CS,2340,001,5,2,3,,7,5,,5,1,,4,,4,,,,2,,"Wang, Alice",,,,,
+CS,2340,002,6,2,4,6,5,4,2,3,3,1,4,,6,,,,5,,"Zhao, Yi",,,,,
+CS,2340,003,16,7,14,9,2,4,3,2,7,,3,,3,,,,3,,"Karami, Gity",,,,,
+CS,2340,004,2,3,7,,2,5,,8,2,,3,,4,,,,,,"Wang, Alice",,,,,
+CS,2340,005,,11,1,1,10,2,,7,1,,2,,13,,,,16,,"Cole, John P",,,,,
+CS,2340,006,4,23,14,11,6,4,3,1,,1,,,,,,,1,,"Jaffal, Wafa",,,,,
+CS,2340,007,15,11,6,6,12,2,5,5,1,1,,1,5,,,,1,,"Ricks, Brian",,,,,
+CS,2340,008,10,7,7,1,4,,1,2,3,,3,,,,,,,,"Nikoubin Boroujeni, Tooraj",,,,,
+CS,2340,501,9,4,4,,11,6,,12,1,,4,,6,,,,,,"Wang, Alice",,,,,
+CS,2340,HN1,1,17,9,2,4,2,,,,,,,1,,,,,,"Nguyen, Nhut",,,,,
+CS,3162,052,44,44,12,6,7,1,1,1,1,2,2,,1,,,,1,,"Debroy, Vidroha",,,,,
+CS,3162,053,50,50,10,10,5,,3,,2,1,1,,2,,,,,,"Debroy, Vidroha",,,,,
+CS,3162,091,89,25,5,3,3,,,3,1,1,1,,4,,,,,,"Debroy, Vidroha",,,,,
+CS,3162,092,70,34,7,5,5,,3,4,1,1,3,1,2,,,,,,"Debroy, Vidroha",,,,,
+CS,3305,001,10,20,11,8,2,3,8,10,3,1,1,1,3,,,,17,,"Jue, Jason P",,,,,
+CS,3305,002,22,2,,2,3,1,,2,2,1,2,,1,,,,,,"Ouyang, Jessica J",,,,,
+CS,3305,003,5,34,7,15,21,5,6,1,3,,,,1,,,,1,,"Satpute, Meghana N",,,,,
+CS,3305,004,11,31,8,23,15,5,1,2,1,,,,2,,,,1,,"Satpute, Meghana N",,,,,
+CS,3305,005,10,21,12,11,14,7,5,4,,1,2,,2,,,,7,,"Prabhakaran, Balakrishnan",,,,,
+CS,3305,006,4,4,4,5,3,4,2,6,4,6,4,5,5,,,,22,,"Desmedt, Yvo G",,,,,
+CS,3305,HON,1,9,12,2,2,5,1,,,,,,1,,,,8,,"Chitturi, Bhadrachalam",,,,,
+CS,3341,001,7,10,,9,13,,25,10,,6,1,,,,,,3,,"Smiley, Octavious","Uddin, Mohammad Afser",,,,
+CS,3341,002,11,14,9,9,13,8,8,4,5,3,6,3,2,,,,,,"Jiang, Shengjie","Thomas, Yaga S",,,,
+CS,3341,003,1,7,,7,16,,17,20,,5,6,,4,,,,2,,"Smiley, Octavious","Yang, Jie",,,,
+CS,3341,004,3,3,8,7,7,7,6,11,13,5,2,2,7,,,,2,,"Guo, Huizhen","Garg, Bhanu",,,,
+CS,3341,005,12,12,6,6,11,7,1,7,2,3,6,3,4,,,,4,,"Jiang, Shengjie","Thomas, Yaga S",,,,
+CS,3341,006,2,9,,4,12,,21,7,,2,,,,,,,1,,"Smiley, Octavious","Yang, Jie",,,,
+CS,3341,501,2,10,6,6,12,8,10,9,5,6,3,,11,,,,1,,"Guo, Huizhen","Garg, Bhanu",,,,
+CS,3345,001,3,10,10,8,11,9,4,5,2,2,,,,,,,1,,"Ozbirn, Greg A",,,,,
+CS,3345,002,1,13,7,8,9,7,5,5,3,,3,,2,,,,1,,"Zhao, Yi",,,,,
+CS,3345,003,6,18,6,20,11,2,4,3,1,,,,,,,,2,,"Satpute, Meghana N",,,,,
+CS,3345,004,3,3,4,8,12,1,11,7,3,1,,,,,,,1,,"Bereg, Sergey",,,,,
+CS,3345,005,5,7,6,8,13,8,1,4,2,1,2,1,2,,,,2,,"Feng, Ranran",,,,,
+CS,3345,006,1,18,16,9,18,3,3,1,,,1,,,,,,,,"Feng, Ranran",,,,,
+CS,3345,007,12,9,7,13,9,3,5,1,,,,,,,,,2,,"Chitturi, Bhadrachalam",,,,,
+CS,3345,008,7,14,17,7,5,4,4,,,,1,,,,,,,,"Erbatur, Serdar",,,,,
+CS,3345,501,9,13,5,15,6,8,2,1,2,,2,,,,,,1,,"Khan, Kamran Z",,,,,
+CS,3345,502,12,15,3,17,11,5,,2,2,,,,1,,,,,,"Khan, Kamran Z",,,,,
+CS,3345,503,14,15,5,6,10,7,,5,,,1,,2,,,,,,"Mohamed, Omar",,,,,
+CS,3354,001,3,10,7,10,10,13,2,3,2,2,4,,1,,,,,,"Paulk, Mark C",,,,,
+CS,3354,002,10,21,16,9,4,3,1,1,,,,,,,,,,,"Narayanasami, Priya",,,,,
+CS,3354,003,,15,8,11,19,4,3,6,,1,,,1,,,,,,"Cankaya, Ebru",,,,,
+CS,3354,004,7,10,22,6,7,5,2,1,1,,2,1,,,,,,,"Nouroz Borazjany, Mehra",,,,,
+CS,3354,005,41,14,2,3,3,,,,,,,,,,,,,,"Peterson, Erik A",,,,,
+CS,3354,501,10,10,11,9,5,4,2,1,3,,1,,1,,,,,,"Christiansen, Michael G",,,,,
+CS,3354,502,15,21,8,7,5,2,4,4,,,1,,1,,1,,,,"Christiansen, Michael G",,,,,
+CS,3354,503,16,23,16,,3,5,1,1,,1,,,2,,,,,,"Srinivasan, Srimathi",,,,,
+CS,3354,HON,4,11,8,,,1,,,,,,1,,,,,1,,"Zalila-Wenkstern, Rym",,,,,
+CS,3377,001,14,36,9,8,5,1,2,1,,,,,2,,,,2,,"Dollinger, Scott M",,,,,
+CS,3377,002,16,7,13,7,4,13,5,7,3,3,,1,2,,,,1,,"Veerasamy, Jeyakesavan",,,,,
+CS,3377,003,2,2,5,7,5,11,11,10,3,,2,,2,,,,5,,"Min, Richard K",,,,,
+CS,3377,004,6,32,12,17,6,1,1,1,3,,,,2,,,,1,,"Feng, Ranran",,,,,
+CS,3377,005,14,22,11,6,5,5,2,1,,,,1,,,,,1,,"Alagar, Sridhar",,,,,
+CS,3377,006,3,17,20,17,6,9,4,4,6,,,,,,,,,,"Karami, Gity",,,,,
+CS,3377,007,1,16,,7,29,1,1,12,1,,,,5,,,,,,"Belkoura, Mohamed Amine",,,,,
+CS,3377,501,4,17,1,2,37,,3,11,1,,2,,2,,,,1,,"Belkoura, Mohamed Amine",,,,,
+CS,3377,503,13,18,15,4,4,1,1,,1,,3,,3,,,,,,"Alagar, Sridhar",,,,,
+CS,4141,101,11,2,5,,,,,,1,,,,,,,,1,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,102,14,4,,,1,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,103,7,3,4,,4,,,,,,,,1,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,104,9,7,1,1,,1,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,105,17,3,,,,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,106,11,6,,1,,1,,,,,,1,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,107,16,3,,,,1,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,108,15,2,1,1,1,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,109,13,2,,1,1,2,,,,,,,1,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,110,13,7,,,,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,111,11,8,1,,,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,112,11,7,,,2,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,113,12,7,,,,,,,1,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,114,18,1,,1,,,,,,,,,,,,,,,"Becker, Eric W","Dakshit, Sristi","Cai, Yuchen","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,115,10,5,3,,1,,,,,1,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,116,13,4,1,1,1,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,117,9,5,3,,,2,,,,,1,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,118,13,3,1,,2,,,,,,,,1,,,,,,"Becker, Eric W","Park, Jaehyun","Yeo, Eun",,,
+CS,4141,601,6,6,5,2,1,,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,602,8,5,2,,2,1,1,,,,,,1,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,603,6,10,,,2,,1,1,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,604,13,2,2,,2,1,,,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,605,8,6,1,,2,,2,1,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,607,10,7,2,,1,,,,,,,,,,,,,,"Becker, Eric W","Dakshit, Sristi","Cai, Yuchen","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,HO1,12,1,2,3,,,,1,,,,,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4141,HON,16,1,,,1,1,,,,,,1,,,,,,,"Becker, Eric W","Cai, Yuchen","Dakshit, Sristi","Pham, To Kim Bao","Rouhani, Hamid","Yeo, Eun"
+CS,4301,001,,3,1,2,1,,,2,,,,,1,,,,2,,"Hamlen, Kevin W","Kadoi, Takemaru",,,,
+CS,4301,002,40,31,2,,,,1,,,,,,,,,,,,"Thuraisingham, Bhavani M","Islam, Md Shihabul",,,,
+CS,4301,003,4,3,1,1,4,,,1,,1,,,4,,1,,3,,"Desmedt, Yvo G",,,,,
+CS,4301,004,,14,1,1,,2,2,2,,,1,1,,,,,5,,"Alghofaili, Rawan","Pratap, Ashish",,,,
+CS,4332,001,81,2,,,,5,1,,,,,,1,,,,,,"Feng, Ranran","Guo, Jinghui",,,,
+CS,4337,001,14,18,10,7,8,10,4,3,5,,2,,1,,,,2,,"Karami, Gity","Nik Khah, Arman",,,,
+CS,4337,002,,12,16,7,18,5,9,6,5,,,,1,,,,,,"Davis, Chris I","Rath, Avilash S",,,,
+CS,4337,003,2,7,6,8,15,13,6,8,6,3,4,,5,,,,1,,"Zhao, Yi","Kadoi, Takemaru","Hatfield, Cody R",,,
+CS,4337,501,,5,7,9,12,9,3,2,3,2,,,6,,,,1,,"Salazar, Elmer E","Zhang, Yue",,,,
+CS,4337,502,,7,15,10,5,4,1,,1,,,1,5,,,,2,,"Salazar, Elmer E","Zhang, Yue","Patel, Smit Soneshbhai",,,
+CS,4337,503,5,6,7,6,3,8,10,7,3,,1,,,,,,1,,"Min, Richard K",,,,,
+CS,4337,504,1,16,15,6,9,13,11,6,3,,,,2,,1,,1,,"Davis, Chris I","Saha, Pritom K",,,,
+CS,4337,HON,1,22,3,2,,,,,,,,,,,1,,,,"Davis, Chris I","Zhao, Wenjie",,,,
+CS,4341,001,,23,6,7,4,4,,16,,,8,,2,,,,2,,"Li, Bingzhe","Sensintaffar, Alex H",,,,
+CS,4341,002,36,16,5,7,9,5,,10,,,,,2,,,,,,"Mohamed, Omar",,,,,
+CS,4341,501,30,10,13,9,8,6,,12,1,,,,1,,,,,,"Mohamed, Omar",,,,,
+CS,4341,502,31,14,13,1,5,2,5,2,6,2,2,1,3,,,,2,,"Becker, Eric W","Park, Jaehyun",,,,
+CS,4341,503,16,12,11,6,6,2,,13,,,6,,6,,,,2,,"Mohamed, Omar",,,,,
+CS,4341,504,21,10,10,6,10,5,3,2,8,,4,,5,,,,,,"Karami, Gity","Omidi, Zahra",,,,
+CS,4341,HON,,7,5,1,9,,,,,,,,,,,,,,"Cankaya, Ebru","Sensintaffar, Alex H",,,,
+CS,4347,001,25,26,7,4,2,,1,2,,,,,,,,,,,"Wang, Xinda","Kamal, Minhas",,,,
+CS,4347,002,19,7,4,11,6,3,6,4,4,,1,,,,,,,,"Omer, Jalal S",,,,,
+CS,4347,003,24,25,13,2,1,2,1,1,1,,,,,,,,1,,"Becker, Eric W","Kozuch, Mary G",,,,
+CS,4347,004,1,16,11,7,19,4,1,,,,,,,,,,,,"Kumar, Pushpa S","Du, Wenbo",,,,
+CS,4347,005,3,16,8,13,17,6,4,,,,,,,,,,,,"Kumar, Pushpa S","Birashk, Amin",,,,
+CS,4347,006,5,16,14,9,13,2,4,1,,1,,,1,,,,,,"Wu, Wei L","Li, Xiao","Wang, Guanghua",,,
+CS,4347,501,2,9,11,6,4,,,1,1,,,,1,,1,,2,,"Kantarcioglu, Murat","Irtiza, Saquib",,,,
+CS,4347,502,17,6,4,3,8,9,7,12,1,,1,1,,,,,1,,"Omer, Jalal S",,,,,
+CS,4348,001,3,4,9,9,11,10,6,2,3,2,4,1,,,,,5,,"Ozbirn, Greg A","Pallapothula, Likhitha",,,,
+CS,4348,002,17,29,11,5,6,,2,1,,,,,,,,,,,"Peterson, Erik A","Miao, Miao",,,,
+CS,4348,003,1,5,22,16,7,10,5,1,3,,1,,3,,,,,,"Salazar, Elmer E","Zhang, Baoming",,,,
+CS,4348,004,3,7,9,10,10,10,11,4,4,1,3,1,,,,,,,"Ozbirn, Greg A","Lee, Yi-Hui",,,,
+CS,4348,005,43,15,8,,2,,1,1,,,,,,,1,,,,"DeGroot, Doug","Uddin, Md Nahiyan",,,,
+CS,4348,006,3,11,13,11,17,5,3,2,1,,1,,1,,,,4,,"Mittal, Neeraj","Li, Jia",,,,
+CS,4348,501,,4,7,10,7,10,3,5,5,3,2,3,4,,1,,6,,"Ozbirn, Greg A","Guo, Xiaosu",,,,
+CS,4348,502,2,11,8,8,14,6,2,3,1,1,,2,2,,,,,,"Ozbirn, Greg A","De, Partha","Aggarwal, Alakh","Sakib, Md Nazmus","Sipai, Sushila","Prakash, Ravi"
+CS,4349,001,4,21,22,16,11,7,4,2,,,,,,,1,,,,"Chida, Anjum","Nie, Liangyu",,,,
+CS,4349,002,3,26,25,13,18,3,1,1,,,,,,,,,,,"Chida, Anjum","Rong, Xiaokai",,,,
+CS,4349,003,2,12,12,21,15,11,9,2,2,1,,,,,,,2,,"Raichel, Benjamin A","Perry, Jonathan J",,,,
+CS,4349,004,4,35,14,10,21,1,,1,1,,,,1,,,,,,"Du, Ding Z","Wang, Wenting",,,,
+CS,4349,005,7,14,19,17,8,10,10,2,1,,1,,1,,,,,,"Erbatur, Serdar",,,,,
+CS,4349,006,1,2,1,3,2,9,4,1,3,,,1,6,,,,6,,"Daescu, Ovidiu","De, Partha","Aggarwal, Alakh",,,
+CS,4361,001,6,19,6,7,18,5,7,8,4,,,,,,,,,,"Kumar, Pushpa S","Allu, Sai Haneesh",,,,
+CS,4365,001,2,7,14,13,11,4,2,,3,1,,,,1,,,2,,"Natarajan, Sriraam","He, Kaiyu",,,,
+CS,4365,002,17,23,17,10,8,5,4,2,2,,,,,,,,2,,"Chida, Anjum","Bansal, Rishita",,,,
+CS,4365,003,8,9,3,5,6,6,10,10,11,,6,,2,,1,,1,,"Gogate, Vibhav G","Malhotra, Brij Gulsharan",,,,
+CS,4365,004,14,21,20,6,3,2,,3,,,,,4,,,,3,,"Guo, Yunhui","Zhao, Wenjie",,,,
+CS,4365,501,,7,6,7,4,4,5,3,,,1,,3,,,,7,,"Ng, Yu Chung Vincent","Nguyen, Khoi P","Sipai, Sushila",,,
+CS,4365,HON,4,6,4,1,1,1,,,,,,,,,,,4,,"Ng, Yu Chung Vincent","Nguyen, Khoi P","He, Kaiyu",,,
+CS,4375,001,30,11,22,4,9,3,,1,,,,,1,,,,5,,"Du, Xinya","Li, Ruosen","Jing, Liqiang",,,
+CS,4375,002,1,7,14,4,5,,2,2,,,2,3,,,,,1,,"Chen, Feng","Ou, Yuzhe",,,,
+CS,4375,003,4,18,22,19,7,4,3,1,,,1,1,3,,,,5,,"Iyer, Rishabh K","Majee, Anay","Ou, Yuzhe",,,
+CS,4375,501,14,19,6,30,3,2,2,5,2,,2,,2,,,,,,"Khan, Kamran Z",,,,,
+CS,4375,502,10,20,8,21,9,4,5,9,3,,1,,,,,,,,"Khan, Kamran Z",,,,,
+CS,4376,001,6,4,10,16,20,10,5,3,1,,1,,1,,,,,,"Paulk, Mark C","Hsu, Chih-Wei",,,,
+CS,4376,002,2,10,10,7,22,9,11,4,2,,1,,,,1,,,,"Paulk, Mark C","Ocampo Diaz, Gerardo",,,,
+CS,4384,001,6,7,1,8,9,6,2,4,,4,2,4,3,,,,6,,"Chitturi, Bhadrachalam",,,,,
+CS,4384,002,10,18,10,6,16,10,5,7,7,2,3,1,5,,,,,,"Willson, James","Wang, Zilong",,,,
+CS,4384,501,,24,38,14,5,9,3,2,,,,,2,,1,,2,,"Davis, Chris I","Xu, Ouyang",,,,
+CS,4384,502,7,13,15,17,21,11,11,1,2,,,,1,,,,1,,"Erbatur, Serdar",,,,,
+CS,4384,503,5,12,16,8,11,13,9,3,1,1,,,,,,,1,,"Erbatur, Serdar",,,,,
+CS,4384,HON,3,9,2,2,,,,,,,,,,,,,,,"Huynh, Dung T",,,,,
+CS,4386,501,1,5,3,2,3,5,1,2,1,2,,2,4,,,,1,,"Gupta, Neeraj K","Lee, Jaeseong",,,,
+CS,4390,001,,4,1,2,,3,2,2,2,1,1,,,,,,1,,"Nguyen, Nhut","Deniz, Omer Faruk",,,,
+CS,4390,002,,5,11,9,11,15,8,4,2,1,1,1,4,,1,,,,"Haas, Zygmunt J","Mulka, Sai Tharun Reddy","Rathnasuriya, Ravishka S",,,
+CS,4390,003,3,21,17,10,13,,4,3,1,,1,,2,,,,,,"Solanki, Nidhiben M","Garg, Priyanshi",,,,
+CS,4390,004,7,4,6,,7,13,6,7,1,1,3,3,1,,,,9,,"Ding, Yi","Choudhary, Milind",,,,
+CS,4390,005,3,5,6,16,9,10,5,5,6,2,2,,5,,,,1,,"Haas, Zygmunt J","Rathnasuriya, Ravishka S","Mulka, Sai Tharun Reddy",,,
+CS,4390,501,1,2,2,3,1,2,2,2,4,1,2,1,2,,,,1,,"Cobb, Jorge A","Deniz, Omer Faruk",,,,
+CS,4391,001,,14,8,5,7,5,6,13,,4,8,,1,,,,,,"Xiang, Yu",Jishnu J,,,,
+CS,4393,001,,9,3,1,6,4,2,3,4,2,1,,1,,,,2,,"Nguyen, Nhut","Qi, Weiliang",,,,
+CS,4395,001,2,12,14,17,11,10,4,3,1,1,,1,1,,,,2,,"Harabagiu, Sanda M","Weinzierl, Maxwell A","Ailneni, Rakshitha Rao",,,
+CS,4396,001,2,5,10,1,2,6,,3,1,,1,,3,,,,1,,"Sarac, Kamil","Das, Souvik",,,,
+CS,4398,001,1,7,3,3,7,2,2,2,2,2,,,1,,,,2,,"Gupta, Neeraj K","Qi, Weiliang","Lee, Jaeseong",,,
+CS,4459,001,2,8,7,3,8,6,2,1,2,,,,1,,,,3,,"Jee, Kangkook",,,,,
+CS,4485,0W1,121,233,77,23,23,15,1,4,1,,1,,3,,,,,,"Razo-Razo, Miguel Angel","Cole, John P","Kumar, Pushpa S","Alagar, Sridhar","Cankaya, Ebru","Becker, Eric W"
+CS,4V95,001,,10,,1,1,,,,,,,,1,,,,,,"Mittal, Neeraj",,,,,
+CS,5333,501,,8,4,2,8,,,,,,,,,,,,,,"Chin, Wei-Pang",,,,,
+CS,5343,001,,19,8,9,3,,5,1,,,,,6,,,,3,,"Alagar, Sridhar",,,,,
+CS,5348,502,,17,4,2,,,,,,,,,,,,,,,"Ozbirn, Greg A","De, Partha","Aggarwal, Alakh","Sakib, Md Nazmus","Sipai, Sushila","Prakash, Ravi"
+CS,6301,001,,27,2,,,,,,,,,,,,,,,,"Gibney, Daniel J",,,,,
+CS,6301,M01,,7,,2,1,,,,,,,,,,,,,,"Nguyen, Nhut",,,,,
+CS,6301,M02,,8,2,,,,,,,,,,,,,,,,"Davis, Chris I",,,,,
+CS,6304,001,,6,,1,1,,,,,,,,2,,,,,,"Pedram, Hossein","Zhao, Guangwei","Hashemi Esmaeilabad, Seyed Saeed",,,
+CS,6305,501,,28,2,1,4,,,1,,,,,,,,,1,,"Cankaya, Ebru","Hatfield, Cody R",,,,
+CS,6307,001,,12,7,2,,,,,,,,,,,,,,,"Nagar, Anurag","Su, Ke",,,,
+CS,6308,501,,27,5,11,3,1,,,,,,,,,,,,,"Ricks, Brian",,,,,
+CS,6313,001,,3,3,2,1,1,,,,,,,,,,,1,,"Chen, Min","Kim, Jimi",,,,
+CS,6313,002,,34,11,17,11,3,3,1,,,,,1,,,,,,"Chen, Min","Kim, Jimi",,,,
+CS,6314,501,,37,45,20,,,,,,,,,,,,,2,,"Min, Richard K","Zhou, Yisheng","Li, Xiao",,,
+CS,6319,001,,11,7,5,6,,,,,,,,1,,,,,,"Fox, Emily K",,,,,
+CS,6320,001,,81,44,16,8,4,1,2,,,,,2,,,,2,,"Mazidi, Karen J","Kushwaha, Saksham Singh","Liu, Ximeng",,,
+CS,6320,002,,12,,,,,,,,,,,1,,,,,,"Erekhinskaya, Tatiana N",,,,,
+CS,6322,001,,56,12,8,3,,,,,,,,,,,,,,"Harabagiu, Sanda M","Weinzierl, Maxwell A",,,,
+CS,6324,001,,38,10,3,3,4,1,2,,,,,3,,,,3,,"Kim, Chung Hwan","Mohan, Sudharssan T","Bhardwaj, Ayush",,,
+CS,6334,001,,49,17,3,1,5,2,4,,,,,,,,,1,,"Kim, Jin Ryong","Bhardwaj, Ayush","Pratap, Ashish",,,
+CS,6340,001,,4,1,2,2,3,,,,,,,,,,,,,"Haas, Zygmunt J","Rathnasuriya, Ravishka S","Mulka, Sai Tharun Reddy",,,
+CS,6346,001,,12,8,2,,,,,,,,,,,,,1,,"Mittal, Neeraj","Mao, Wei",,,,
+CS,6347,001,,29,5,5,4,2,1,,,,,,1,,,,1,,"Ruozzi, Nicholas R","Pallapothula, Likhitha",,,,
+CS,6348,001,,74,,,,,,,,,,,,,,,1,,"Thuraisingham, Bhavani M","Islam, Md Shihabul",,,,
+CS,6349,501,,66,13,8,1,,,,,,,,,,,,1,,"Hao, Shuang","Zhao, Yichen",,,,
+CS,6350,001,,56,30,11,2,,,,,,,,,,,,,,"Nagar, Anurag","Nguyen, Phat V","Irtiza, Saquib",,,
+CS,6350,002,,54,34,9,2,,,,,,,,,,,,,,"Nagar, Anurag","Song, Zihe","Irtiza, Saquib",,,
+CS,6353,001,,39,7,2,4,3,1,1,,,,,2,,,,,,"Wei, Shiyi","Miao, Miao","Rafieian, Mohammad",,,
+CS,6356,001,,37,7,7,3,,1,,,,,,1,,,,,,"Wei, Shiyi","Ahmed, Meah T","Rafieian, Mohammad",,,
+CS,6359,001,,10,1,1,,1,,,,,,,,,,,,,"Nouroz Borazjany, Mehra",,,,,
+CS,6360,001,,33,8,11,4,5,5,,,,,,,,,,,,"Omer, Jalal S","Alshomar, Ahmad",,,,
+CS,6360,002,,21,14,5,7,1,1,1,,,,,2,,,,,,"Wu, Wei L","Wang, Guanghua","Li, Xiao",,,
+CS,6360,003,,31,6,11,3,3,4,,,,,,,,,,,,"Omer, Jalal S","Patel, Smit Soneshbhai",,,,
+CS,6360,M01,,6,,,7,1,,,,,,,,,,,,,"Cole, John P",,,,,
+CS,6363,001,,21,16,14,8,3,1,1,,,,,,,,,2,,"Huynh, Dung T","Lam, Tan D",,,,
+CS,6363,501,,21,9,15,14,7,1,,,,,,,,,,1,,"Bereg, Sergey","Mao, Wei",,,,
+CS,6363,502,,28,9,6,15,5,,,,,,,,,,,1,,"Du, Ding Z","Su, Ke",,,,
+CS,6364,001,,23,28,15,9,4,,1,,,,,2,,,,3,,"Ng, Yu Chung Vincent","Nguyen, Khoi P",,,,
+CS,6366,001,,9,5,,1,1,3,1,,,,,1,,,,3,,"Guo, Xiaohu","Aggarwal, Alakh",,,,
+CS,6367,001,,20,24,7,2,1,,,,,,,,,,,,,"Wong, Weichen E","Hsu, Chih-Wei","Chen, Zizhao",,,
+CS,6371,001,,2,4,1,2,1,1,1,,,,,,,,,,,"Hamlen, Kevin W","Kadoi, Takemaru",,,,
+CS,6374,001,,12,1,6,,2,,,,,,,,,,,1,,"Gupta, Gopal","Lam, Tan D",,,,
+CS,6375,001,,81,48,22,2,,,,,,,,,,1,,2,,"Nagar, Anurag","De, Partha","Song, Xiaoyu","Pham, Truong Q",,
+CS,6378,001,,17,4,4,13,7,1,1,,,,,1,,,,,,"Prakash, Ravi","Miao, Miao",,,,
+CS,6384,001,,39,22,7,10,1,,,,,,,,,,,,,"Tian, Yapeng","Pian, Weiguo",,,,
+CS,7301,001,,14,8,3,,1,,,,,,,,,,,,,"Yang, Wei",,,,,
+CS,7301,501,,13,,,,,,,,,,,,,,,,,"Khan, Latifur R",,,,,
+CS,8V07,065,,,,,,,,,,,,,,,,,,10,"Khan, Latifur R",,,,,
+CS,8V07,079,,,,,,,,,,,,,,,,,,11,"Chen, Feng",,,,,
+DANC,1305,001,5,15,6,,2,4,,,1,,,,,,,,,,"Bai, Xuejing",,,,,
+DANC,1305,HN1,6,8,3,1,,,,,,,,,,,,,,,"Saba, Monica M",,,,,
+DANC,1310,0H1,27,9,,1,5,2,1,,,1,,,1,,,,2,,"De Jesus, Marquita S",,,,,
+DANC,1310,0H2,20,3,9,2,2,3,1,1,2,,,1,4,,,,1,,"Miron, Emmalyn W",,,,,
+DANC,1310,0W1,5,30,,6,3,,3,1,,,,,,,,,2,,"Johnson, Melissa A",,,,,
+DANC,1310,501,6,2,,3,4,,,1,,,,,1,,,,,,"Duplantier, Hayley J",,,,,
+DANC,2321,002,10,4,,1,2,,,,,,,,1,1,,,,,"Duplantier, Hayley J",,,,,
+DANC,2332,001,9,3,,2,1,,,,,,,,,,,,,,"Johnson, Melissa A",,,,,
+DANC,2333,001,8,2,,,2,,,,,,,,,,,,,,"Johnson, Melissa A",,,,,
+DANC,2334,001,4,3,1,,1,1,,1,,,,,,,,,,,"Callon, Cheryl",,,,,
+DANC,3335,001,2,7,1,,1,,,,,,,,,,,,,,"Saba, Monica M",,,,,
+DANC,3340,001,2,3,,,4,,1,1,,,,,1,,,,1,,"Johnson, Melissa A",,,,,
+DANC,3345,001,10,,,,,,,,,,,,,,,,,,"Saba, Monica M",,,,,
+DBUA,7414,SH1,,8,1,,,,,1,,,,,,,,,,,"Janakiraman, Ganesh","Radhakrishnan, Suresh","Murthi, B P","Peng, Mike W","Zhang, Huibing","Zheng, Zhiqiang"
+DBUA,7416,SH1,,3,3,2,1,,,1,,,,,,,,,,,"Mehra, Amit",,,,,
+ECON,2301,001,10,7,5,6,3,3,1,1,2,1,2,,4,,,,3,,"Islam, Azharul",,,,,
+ECON,2301,002,8,15,13,5,28,7,6,22,4,3,7,2,4,,,,5,,"Ketsler, Luba","Hu, Taowen",,,,
+ECON,2301,003,8,23,4,7,20,13,5,15,5,,4,2,2,,,,4,,"Ketsler, Luba","Li, Ang",,,,
+ECON,2301,004,1,5,4,8,13,2,4,1,2,1,1,,1,,,,3,,"Yue, Wanwan","Pandey, Abhishek",,,,
+ECON,2301,501,1,1,1,2,3,4,2,2,6,,5,,9,,,,8,,"Barua Soni, Prajyna P",,,,,
+ECON,2301,502,5,8,7,5,16,8,12,7,3,2,2,2,9,,,,3,,"Yue, Wanwan","Pandey, Abhishek",,,,
+ECON,2302,001,18,24,30,16,13,10,3,2,1,1,1,2,4,,,,3,,"Lu, Yundi","Mou, Hao",,,,
+ECON,2302,002,2,15,4,4,24,10,1,17,1,2,3,1,8,,,,8,,"Grover, William C","Hou, Shengting",,,,
+ECON,2302,003,3,6,4,5,10,3,9,5,,2,,,,,,,1,,"Miller, Darwin W","Johra, Fatema Tuj",,,,
+ECON,2302,004,6,2,6,4,5,2,3,7,1,1,1,,1,,,,,,"Yue, Wanwan","Wang, Moses",,,,
+ECON,2302,501,,2,3,3,3,5,5,4,3,,3,1,3,,,,1,,"Yue, Wanwan","Wang, Moses",,,,
+ECON,3310,001,3,1,4,4,7,,1,4,,,3,,2,,,,,,"Yue, Wanwan","Yinusa, Jamiu A",,,,
+ECON,3310,501,2,1,2,,3,,2,2,1,,1,,1,,,,1,,"Burton, Anne M","Li, Ji",,,,
+ECON,3311,002,10,6,6,2,2,2,2,1,1,,,1,,,,,,,"Panovska, Irina B","Bing, Yuanchen",,,,
+ECON,3315,001,5,12,2,7,7,,1,,,,1,,3,,,,5,,"Beron, Kurt J","Kaufman, Jonathan A",,,,
+ECON,3330,001,9,29,6,8,12,7,,3,,,,,1,,,,,,"Ketsler, Luba",,,,,
+ECON,3330,002,8,26,5,9,9,5,1,2,1,,2,,,,,,1,,"Ketsler, Luba",,,,,
+ECON,3338,001,,5,9,4,9,2,2,6,2,1,1,1,1,,,,,,"Burton, Anne M",,,,,
+ECON,4301,001,9,6,,3,6,,3,5,,2,4,,1,,,,2,,"Siqueira, Kevin J","Yu, Yiqun",,,,
+ECON,4320,001,1,4,3,5,4,,2,1,2,,,,,,,,1,,"Murdoch, James C",,,,,
+ECON,4351,001,5,6,,3,3,,,1,,,,,1,,,,,,"Grover, William C",,,,,
+ECON,4355,001,7,3,4,3,1,1,,,2,,2,,2,,,,,,"Li, Dong","Fu, Nan",,,,
+ECON,4382,501,,4,7,4,1,7,,,3,2,,,1,,,,,,"Granados, Camilo","Jin, Tong",,,,
+ECON,4385,0H1,25,2,2,,1,,,,,,,,,,,,,,"Panovska, Irina B","Bing, Yuanchen",,,,
+ECON,4396,501,2,6,4,4,7,2,1,1,,1,,,,,,,1,,"Grover, William C",,,,,
+ECON,5397,0H1,,13,1,,,,,,,,,,,,,,,,"Panovska, Irina B","Bing, Yuanchen",,,,
+ECON,6309,001,,9,2,3,3,,2,1,,,,,1,,,,,,"Sul, Donggyu","Morgan, Lynn A",,,,
+ECON,7301,001,,3,,5,1,,4,,,,,,1,,,,,,"Siqueira, Kevin J","Yu, Yiqun",,,,
+ECON,7302,001,,5,2,,,3,,1,,,,,2,,,,,,"Valcarcel, Victor J",,,,,
+ECS,3390,001,,,2,4,5,3,1,1,,,,,2,,,,1,,"Crowder, Wade A",,,,,
+ECS,3390,002,,,1,3,4,,2,2,2,,,,3,,,,1,,"Crowder, Wade A",,,,,
+ECS,3390,003,,,2,2,3,5,1,3,1,,,,2,,,,,,"Crowder, Wade A",,,,,
+ECS,3390,004,,,4,2,3,2,1,1,1,,,,5,,,,,,"Crowder, Wade A",,,,,
+ECS,3390,005,2,14,3,,,,,,,,,,,,,,,,"Johnson, Janet L",,,,,
+ECS,3390,006,1,12,5,,,,,,,,,,,,,,1,,"Mckee-Williams, Candie D",,,,,
+ECS,3390,007,2,5,,3,2,1,1,1,,,2,,2,,,,,,"Glauser, Janece B",,,,,
+ECS,3390,008,,3,1,3,2,1,1,,,,,,6,,,,2,,"Glauser, Janece B",,,,,
+ECS,3390,009,,9,5,1,1,2,,,,,,,1,,,,,,"Mckee-Williams, Candie D",,,,,
+ECS,3390,0H1,,10,3,,2,1,1,,,,,,,,,,1,,"Johnson, Janet L",,,,,
+ECS,3390,0H2,8,5,1,1,1,,,,1,,1,,1,,,,,,"Montgomery, Christina F",,,,,
+ECS,3390,0H3,,15,1,1,,,,,,,,,,,1,,,,"Hartmann, Jonathan",,,,,
+ECS,3390,0H4,9,7,1,1,,,,,,,,,,,,,1,,"Hernandez-Katz, Melissa M",,,,,
+ECS,3390,0H5,,15,1,,,,,1,,,,,1,,,,1,,"Hartmann, Jonathan",,,,,
+ECS,3390,0H6,,8,6,3,,,,1,1,,,,,,,,,,"Johnson, Janet L",,,,,
+ECS,3390,0H7,4,4,7,1,,,,1,,,,,1,,,,,,"Mckee-Williams, Candie D",,,,,
+ECS,3390,0H8,3,3,1,,4,3,1,,,,,,3,,,,1,,"Glauser, Janece B",,,,,
+ECS,3390,0H9,,4,,,7,2,,,1,,,,3,,,,1,,"Glauser, Janece B",,,,,
+ECS,3390,0S1,2,11,3,3,,,,,,,,,,,,,,,"Ryan, Christopher J",,,,,
+ECS,3390,0W1,7,13,14,7,7,5,6,3,1,1,2,,9,,,,2,,"Ryan, Christopher J",,,,,
+ECS,3390,0W2,,27,34,6,3,3,,,,,1,2,4,,,,,,"Ryan, Christopher J",,,,,
+ECS,3390,0W3,38,15,2,2,10,,1,5,2,,2,,3,,,,,,"Scally, Deborah A",,,,,
+ECS,3390,0W4,4,12,1,,,,1,,,,1,,,,,,,,"Schlobohm, Maribeth L",,,,,
+ECS,3390,0W5,3,7,3,,3,,2,,,,,,,,,,1,,"Schlobohm, Maribeth L",,,,,
+ECS,3390,0W6,,16,,1,2,,,,,,,,,,,,,,"Schlobohm, Maribeth L",,,,,
+ECS,3390,0W7,19,36,8,3,7,,2,1,,,1,,2,,,,,,"Scally, Deborah A",,,,,
+ECS,3390,0W8,2,18,15,13,7,7,2,4,,1,1,,7,,,,,,"Ryan, Christopher J",,,,,
+ECS,3390,110,2,5,7,3,1,,,,,,,,,,,,,,"Siddiqui, Farah",,,,,
+ECS,3390,111,,3,9,1,2,1,2,1,,,,,,,,,,,"Mckee-Williams, Candie D",,,,,
+ECS,3390,112,9,7,1,,2,,,,,,,,,,,,,,"Montgomery, Christina F",,,,,
+ECS,3390,501,3,10,1,,,1,,1,,,1,,1,,,,1,,"Scally, Deborah A",,,,,
+ECS,3390,502,5,2,1,,6,1,,,1,1,,,2,,,,,,"Scally, Deborah A",,,,,
+ECS,3390,503,4,1,7,3,1,1,,1,,,1,,,,,,,,"Moore, Lindsay E",,,,,
+ECS,3390,504,3,7,3,,2,1,2,,,,1,,,,,,,,"Moore, Lindsay E",,,,,
+ECS,3390,HN1,12,3,1,,3,,,,,,,,,,,,,,"Montgomery, Christina F",,,,,
+ECSC,5177,001,,,,,,,,,,,,,,,,,,58,"Stewart, Mary Ann C",,,,,
+ECSC,5179,001,,,,,,,,,,,,,,,1,,,30,"Stewart, Mary Ann C",,,,,
+ED,3314,001,8,4,,1,,,,,,,,,,,,,,,"Gladden, Terri S",,,,,
+ED,3314,501,7,8,3,1,,,,,,,,,,,,,,,"Gladden, Terri S",,,,,
+ED,3315,0W1,,18,1,1,1,,,,,,1,,1,,,,,,"Leek, Patricia A",,,,,
+ED,3315,0W2,,15,2,1,2,1,,,,,,,,,,,,,"Leek, Patricia A",,,,,
+ED,3339,0H1,,7,2,1,,1,,,,,,,,,,,,,"McNeel, Michele E",,,,,
+ED,3342,501,,,5,3,1,,1,,,,,,,,,,,,"Ashmore, Barbara A",,,,,
+ED,3382,501,7,4,4,,,,,,,,,,,,,,,,"Michener, Nicole L",,,,,
+ED,4344,501,4,,2,4,2,,,1,,,,,,,,,,,"Huisman, Ingrid",,,,,
+ED,4351,001,2,11,6,5,1,1,2,,,,,,,,,,1,,"Davis, Renee",,,,,
+ED,4351,501,7,3,1,1,,2,,,,,,,1,,,,,,"Davis, Renee",,,,,
+ED,4352,501,,2,4,3,5,5,1,2,1,,,,2,,,,,,"McNeel, Michele E",,,,,
+ED,4357,001,,15,1,1,,1,,,,,,,,,,,,,"Leek, Patricia A",,,,,
+ED,4359,0W1,1,3,,1,2,1,,2,1,,1,,2,,,,2,,"Root, Alexey W",,,,,
+ED,4363,0H1,,8,6,3,1,,,,,,1,,,,,,,,"Leek, Patricia A",,,,,
+ED,4372,5H1,8,2,3,,,,,,,,,,1,,,,,,"Mahmoud, Ramy A",,,,,
+ED,4372,5H2,3,1,3,1,1,,,,,1,,,1,,,,,,"Christensen, Rhonda",,,,,
+ED,4V95,0W1,8,2,,,2,,1,1,1,,,,,,,,,,"Simpson, Carrie M",,,,,
+EE,1202,001,3,,,2,1,3,2,2,1,,1,,1,,,,1,,"Cogan, Diana L",,,,,
+EE,1202,002,9,1,,2,5,1,,1,,,,,,,,,,,"Cogan, Diana L",,,,,
+EE,1202,003,13,4,4,,4,1,,2,,2,1,,1,,,,,,"Cogan, Diana L",,,,,
+EE,1202,004,11,3,6,1,3,2,,1,1,,,,1,,,,,,"Cogan, Diana L",,,,,
+EE,2301,001,2,5,1,3,3,1,2,2,,,,,,,,,,,"Lee, Gil S","Chowdhury, Saikat","Ghosh, Prosenjit Kumar",,,
+EE,2301,501,2,8,6,6,5,5,3,4,4,,,4,,,,,2,,"Yekkehkhany, Ali","Arafat, Easir","Ghosh, Prosenjit Kumar",,,
+EE,2310,001,8,9,2,3,2,1,5,,1,,2,,1,,,,,,"Ahmed, Shaheen","Feng, Jinkun","Daneshnazar, Milad",,,
+EE,2310,501,10,5,4,3,2,,,1,,,1,,2,,,,,,"Ahmed, Shaheen","Daneshnazar, Milad","Kim, Jeonghwan","Feng, Jinkun",,
+EE,3161,051,5,11,6,6,7,,2,,,,,,,,,,,,"Mezenner, Rabah","Tariq, Zaid Bin","Chandra, Shreeram Suresh",,,
+EE,3161,091,1,3,4,3,8,1,,1,,,1,,3,,,,,,"Mezenner, Rabah","Chandra, Shreeram Suresh","Tariq, Zaid Bin",,,
+EE,3201,001,3,20,,1,,1,,,4,,2,,,,,,,,"Nikoubin Boroujeni, Tooraj","Duraisamy Swamikannan, Lena","Mohammadian Mosammam, Behnam","Sayem, Ahmad Sayeed","Khalesidoost, Sina",
+EE,3201,002,5,12,3,,4,1,,1,,,2,,,,,,,,"Nikoubin Boroujeni, Tooraj","Duraisamy Swamikannan, Lena","Mohammadian Mosammam, Behnam","Sayem, Ahmad Sayeed","Khalesidoost, Sina",
+EE,3202,001,,3,,4,9,1,3,1,,,1,,,,,,,,"Kiasaleh, Kamran","Mahbub, Mohammed Nahiyan","Rahman, Md. Asifur",,,
+EE,3202,002,10,7,4,1,8,2,2,2,1,,,,3,,,,1,,"Ahmed, Shaheen","Tayeb Naimi, Shideh","Parvez, Mohammad Salman","Nikfarjam, Hamed",,
+EE,3302,001,6,6,3,4,5,5,4,2,2,,,,2,,1,,4,,"Busso Recabarren, Carlos A","Mote, Pravin C",,,,
+EE,3302,501,3,2,,1,,2,1,2,4,,1,3,3,,,,,,"Panahi, Issa M","Tariq, Zaid Bin",,,,
+EE,3310,001,,9,3,4,4,1,3,1,,,2,,2,,,,,,"Tinker, Mark T","Ghosh, Prosenjit Kumar",,,,
+EE,3310,002,2,9,,1,11,,,12,,,2,,6,,1,,2,,"Overzet, Lawrence J","Khalesidoost, Sina","C N, Muhammed Ajmal","Guo, Bin",,
+EE,3311,002,2,4,2,4,4,2,,1,5,,2,,1,,,,1,,"Liu, Jin","Li, Xiaoyang","Mahbub, Mohammed Nahiyan",,,
+EE,3311,003,1,7,6,4,10,3,,,1,,,,,,,,,,"Lee, Hoi","Yao, Yifan",,,,
+EE,3320,001,9,3,7,3,7,3,1,2,3,,,,,,,,,,"Pedram, Hossein","Abbas, Farhat","Kamalzadeh, Moojan",,,
+EE,3320,002,4,7,3,10,2,,4,3,1,,1,,,,,,1,,"Basu, Kanad","Kim, Jeonghwan",,,,
+EE,4204,001,19,18,1,2,2,1,,,,,,,,,,,,,"Young, Chadwin D","Jones, Colby W","Parvez, Mohammad Salman",,,
+EE,4205,001,5,18,,1,1,,,,,,,,,,,,,,"Akin, Bilal","Jena, Sritam","Afshar, Mojtaba","Efe, Lutfu E",,
+EE,4301,001,1,5,6,2,1,3,3,3,1,,,,1,,,,1,,"Heins, Matthew S","Abbas, Farhat",,,,
+EE,4301,002,16,7,4,2,2,2,3,2,,,,,,,,,1,,"Mahbub, Ifana","Murshed, Abu H",,,,
+EE,4304,001,,,,1,4,1,2,1,1,,1,1,1,,,,,,"Swartz, William P","Habibi Dehsheikhi, Mostafa",,,,
+EE,4304,002,1,4,1,1,,1,,2,2,,2,,,,,,,,"Swartz, William P","Habibi Dehsheikhi, Mostafa",,,,
+EE,4310,001,1,3,8,2,5,13,10,3,4,5,2,,,,,,,,"Abbas, Waseem","Peng, Genchang",,,,
+EE,4310,002,,3,,4,4,3,3,5,1,,1,,2,,,,,,"Melendez De La Hoz, Rosana M","Peng, Genchang","Abbas, Waseem",,,
+EE,4331,001,,21,3,,2,1,1,,1,,1,,,,,,,,"Tamil, Lakshman S","Joglekar, Aditya S",,,,
+EE,4340,001,5,9,6,2,6,1,,,7,,1,,1,,,,1,,"Liu, Jin","Muraleedharan Sudha, Athul",,,,
+EE,4360,001,,2,,4,4,,,,1,,,,,,,,,,"Minn, Hlaing","Uddin, Mohammed Belal",,,,
+EE,4367,001,,16,,8,7,2,5,,3,,,,,,,,1,,"Fumagalli, Andrea","Rahim, Muhammad Ridwanur",,,,
+EE,4368,001,,8,,1,2,,2,1,2,,,,,,,,,,"Lehmann, Randall E","Saha, Nabanita",,,,
+EE,4368,002,1,17,2,2,14,5,,4,1,,,,,,,,,,"Lehmann, Randall E","Khan, Salek A",,,,
+EE,4370,001,11,3,8,3,5,6,1,1,1,,,,,,,,1,,"Pedram, Hossein","Rashid, Md Imtiaz","Munia, Munawara Saiyara",,,
+EE,4370,002,1,13,4,1,,3,,,1,,,,2,,,,,,"Swartz, William P","Sathe, Chaitali Gajanan","Rashid, Md Imtiaz",,,
+EE,4388,001,,19,,,,,,,,,,,,,,,,,"Tacca, Marco",,,,,
+EE,4388,002,,8,,,3,,,,,,,,,,,,,,"Skinner, Neal G",,,,,
+EE,4389,001,3,12,1,1,3,,,,,,,,,,,,,,"Skinner, Neal G",,,,,
+EE,4389,004,1,15,2,,3,,,1,,,,,,,,,,,"Tacca, Marco",,,,,
+EE,4389,005,,12,1,1,2,,,1,,,,,,,,,,,"Tacca, Marco",,,,,
+EE,4V95,001,7,1,,,1,1,1,,,,,,,,,,,,"Ghassemi, Mona","Rahman, Md. Asifur",,,,
+EE,4V95,0S1,,16,,,1,,,,,,,,,,,,,,"Heins, Matthew S",,,,,
+EECS,6302,001,,8,,,1,1,,,,,,,,,,,,,"Spong, Mark W",,,,,
+EECT,6326,001,,4,4,3,3,5,,,,,,,,,,,,,"Lee, Hoi","Yao, Yifan",,,,
+EEDG,6301,001,,16,3,,,,,,,,,,,,,,1,,"Swartz, William P","Ezechukwu, Dismas N","Afroz, Nosheen",,,
+EEDG,6302,001,,18,,1,,,,,,,,,,,,,,,"Nikoubin Boroujeni, Tooraj","Hashemi Esmaeilabad, Seyed Saeed",,,,
+EEDG,6303,001,,2,9,5,4,2,3,1,,,,,,,,,,,"Nourani, Mehrdad","Afroz, Nosheen",,,,
+EEDG,6304,001,,11,,,,,,,,,,,,,,,2,,"Pedram, Hossein","Zhao, Guangwei","Hashemi Esmaeilabad, Seyed Saeed",,,
+EEDG,6306,501,,26,,,,,,,,,,,,,,,,,"Wang, Alice","Gao, Tianning",,,,
+EEDG,7V81,001,,38,2,,1,,,,,,,,,,,,,,"Shamsi, Kaveh","Zhao, Guangwei",,,,
+EEGR,8V70,011,,,,,,,,,,,,,,,,,,12,"Hansen, John H",,,,,
+EEGR,8V70,021,,,,,,,,,,,,,,,,,,13,"Fahimi, Babak",,,,,
+EEGR,8V70,044,,,,,,,,,,,,,,,,,,10,"Makris, Georgios",,,,,
+EEGR,8V70,104,,,,,,,,,,,,,,,,,,11,"Ghassemi, Mona",,,,,
+EEMF,6327,001,,5,6,2,,,,,,,,,,,,,,,"Young, Chadwin D","Baikadi, Pranay Kumar Reddy",,,,
+EEPE,6357,001,,11,1,,,,,,,,,,,,,,,,"Fahimi, Babak","Ghaderi, Mohammad Hasan",,,,
+EEPE,6398,001,,10,2,,4,1,,,,,,,,,,,,,"Gardner, Matthew","Khalesidoost, Sina",,,,
+EERF,6311,001,,8,4,3,3,5,,,,,,,,,1,,,,"Henderson, Rashaunda M","Sah, Pallav Kumar",,,,
+EERF,6393,001,,5,3,3,,,,,,,,,,,,,,,"Heins, Matthew S","Medina, Oscar F",,,,
+EERF,6395,001,,7,3,,2,1,1,1,,,,,,,,,,,"Lehmann, Randall E","Abbas, Farhat",,,,
+EERF,7V89,001,,9,,2,,,,,,,,,,,,,,,"Mahbub, Ifana","Medina, Oscar F",,,,
+EESC,6352,001,,3,1,4,5,,,,,,,,,,,,1,,"Minn, Hlaing","Uddin, Mohammed Belal",,,,
+EESC,6395,001,,13,10,7,,,,,,,,,,,,,,,"Tamil, Lakshman S",,,,,
+ENGR,2300,001,2,12,9,4,1,7,2,1,,1,,,1,,,,,,"Mezenner, Rabah","Tariq, Zaid Bin","Uddin, Mohammed Belal",,,
+ENGR,2300,002,3,4,,3,5,7,4,2,3,3,,3,8,,,,2,,"Khoobroo, Amir","Ahmed, Sabrina",,,,
+ENGR,2300,003,5,12,6,4,4,3,1,2,,,1,,1,,,,1,,"Mezenner, Rabah","Mahmoud, Mohamed H","Ghaderi, Mohammad Hasan","Peng, Genchang",,
+ENGR,2300,004,5,13,6,7,5,1,1,2,2,,1,,1,,,,,,"Heins, Matthew S","Sonawane, Akshay Bhagwan",,,,
+ENGR,2300,006,3,14,1,10,9,,4,7,1,,,,,,,,,,"Ali, Mohammed Z","Kamalzadeh, Moojan","Guo, Bin","Karbalayghareh, Mehdi",,
+ENGR,2300,007,5,16,9,1,9,3,1,1,1,1,,1,,,,,1,,"Mezenner, Rabah","Mahmoud, Mohamed H","Chandra, Shreeram Suresh",,,
+ENGR,2300,501,3,19,,9,10,,1,1,,,,,1,,,,3,,"Ali, Mohammed Z","Mote, Pravin C","Joglekar, Aditya S","Karbalayghareh, Mehdi",,
+ENGR,3300,001,,4,,,9,,1,8,4,,6,,1,,,,,,"Lee, Jung S","Karbalayghareh, Mehdi",,,,
+ENGR,3300,002,2,8,,2,20,,,8,1,,2,,2,,,,,,"Lee, Jung S","Xie, Hao",,,,
+ENGR,3300,003,,17,,1,6,,1,8,2,,4,,,,,,3,,"Lee, Jung S","Dai, Jiazhi","Noor Shoudha, Shamman",,,
+ENGR,3300,004,6,5,1,5,4,4,2,,7,,2,2,4,,,,2,,"Saad, Ricardo E","Noor Shoudha, Shamman",,,,
+ENGR,3300,005,2,2,1,2,1,2,1,4,2,1,,,3,,,,1,,"Vandenberghe, William Gerard Hubert",Joslin Sunder Prasanna,"Kamalzadeh, Moojan","Ahmed, Sabrina",,
+ENGR,3300,501,,4,,,10,,,7,2,,3,,2,,,,,,"Lee, Jung S","Nikfarjam, Hamed","Noor Shoudha, Shamman","Dai, Jiazhi",,
+ENGR,3341,001,7,4,,,1,1,1,3,2,,1,2,,,,,2,,"Fonseka, John P","Hewawaduge, Dhanushki B",,,,
+ENGR,3341,002,3,6,6,10,13,2,2,2,,,,,,,,,1,,"Saquib, Mohammad","Nayemuzzaman, Sk",,,,
+ENGR,3341,004,7,7,5,4,15,,2,1,,,2,,,,,,1,,"Saquib, Mohammad","Nayemuzzaman, Sk",,,,
+ENGR,3341,005,2,12,3,5,7,3,,6,1,,1,,,,,,,,"Ali, Mohammed Z","Hewawaduge, Dhanushki B",,,,
+ENGR,3341,006,1,1,,1,,1,,1,1,,,5,,,,,1,,"Fonseka, John P","Hewawaduge, Dhanushki B",,,,
+ENGR,3341,0H1,,12,2,2,4,3,,6,2,1,2,,4,,,,2,,"Gelb, Lev D","Ma, Zhihao",,,,
+ENGY,3301,001,6,8,4,2,2,,,,1,,,,,,,,,,"Sibley, Daniel C",,,,,
+ENGY,3302,001,4,2,1,1,3,,1,2,,,,,,,,,,,"Frank, Kevin C",,,,,
+ENGY,4313,001,4,7,4,2,1,1,,,,,,,,,,,,,"Sibley, Daniel C",,,,,
+ENTP,3301,001,5,9,9,14,10,,1,,,,,,,,,,,,"Nichols, Paul M",,,,,
+ENTP,3301,002,2,1,5,4,7,11,6,4,1,,,1,,,,,,,"Chen, Qingqing","Guo, Suifang",,,,
+ENTP,3301,003,,3,8,13,8,5,,2,1,1,,,,,,,2,,"Bhatti, Christopher",,,,,
+ENTP,3301,0W1,,15,,,33,,,1,,,1,,,,,,,,"Pedigo, Madison F",,,,,
+ENTP,3301,0W2,,18,,,31,,,1,,,,,,,,,,,"Pedigo, Madison F",,,,,
+ENTP,3301,501,1,2,6,2,1,5,2,1,2,,1,,2,,,,,,"Chen, Qingqing","Guo, Suifang",,,,
+ENTP,3320,001,3,2,3,2,1,,2,1,1,,,,,,,,,,"Hoang, Brian Q",,,,,
+ENTP,3360,002,3,1,4,,3,,,1,,,,,,,,,,,"Wen, Yaxin",,,,,
+ENTP,4311,001,,21,,9,12,,1,4,,,,,,,,,1,,"Marcus-Rehtmeyer, Carol","Sharma, Neeru M",,,,
+ENTP,4320,501,7,13,23,1,5,3,1,,,,,,,,,,,,"Wright, Kimberly E",,,,,
+ENTP,4340,501,,5,16,14,19,12,2,,,,,,,,,,,,"Wright, Robert G","Fickel, Mary","Chelakalapally, Srikesh K","Ojha, Dhwani Bakulkumar",,
+ENTP,4399,001,1,5,7,1,3,,,,,,,,,,,,,,"Choi, Emily","Kulkarni, Chinmay",,,,
+ENTP,4V00,501,4,4,4,,1,,,,,,,,,,,,,,"Levine, Shahal S","Naik, Nagpritam Pradeep",,,,
+ENTP,6370,0W1,,10,12,3,15,4,,4,,,,,,,,,2,,"Kimzey, Jackie R","Kulkarni, Shraddha G",,,,
+ENTP,6370,501,,12,11,2,18,3,,,,,,,1,,,,,,"Kimzey, Jackie R",,,,,
+ENTP,6370,502,,7,2,4,4,1,1,,,,,,,,,,,,"Evans, David",,,,,
+ENTP,6375,501,,3,7,10,4,1,1,,,,,,,,,,,,"Shah, Rajiv R","Sharma, Neeru M","Kulkarni, Chinmay",,,
+ENTP,6375,502,,1,5,6,4,8,,,,,,,,,,,,,"Nichols, Paul M",,,,,
+ENTP,6390,501,,11,4,,,,,,,,,,,,,,,,"Nichols, Paul M",,,,,
+ENTP,6394,XH1,,10,3,,7,,,,,,,,,,,,,,"Kimzey, Jackie R","Kulkarni, Shraddha G",,,,
+ENTP,6398,501,,12,14,11,6,,,,,,,,,,,,,,"Shah, Rajiv R",,,,,
+ENVR,2302,001,2,2,1,2,5,2,1,1,1,,,,1,,,,,,"Adeuga, Adewole M",,,,,
+ENVR,2302,0W1,4,10,10,7,4,4,2,2,2,,1,1,4,,,,1,,"Ahmed, Md. Nakir",,,,,
+EPCS,2200,001,9,21,12,14,3,,,,,,,,,,,,1,,"Aird, Jeanie A",,,,,
+EPCS,2200,002,9,22,9,11,2,6,,,,,,,,,1,,,,"Aird, Jeanie A",,,,,
+EPCS,3200,001,3,5,2,,,1,,,,,,,,,,,,,"Aird, Jeanie A",,,,,
+EPCS,3200,002,2,3,4,1,3,,,,,,,,,,,,,,"Aird, Jeanie A",,,,,
+EPPS,2301,001,3,14,2,1,9,3,2,2,,,,,3,,,,1,,"Noe, Ricardo",,,,,
+EPPS,2301,002,1,1,2,2,2,1,3,,1,,,,,,,,,,"Shin, Hanna",,,,,
+EPPS,2301,0W1,7,5,7,2,4,3,4,8,1,1,1,,5,,,,,,"Kosiewicz, Holly","Choi, Sunghye",,,,
+EPPS,2302,001,3,9,4,2,8,1,1,,,,1,,3,,,,,,"Brunell, Thomas L","Thakar, Rahul A",,,,
+EPPS,2302,002,13,6,4,2,4,2,,1,,,,,,,,,,,"Bray, Timothy M","Chowdhry, Shivani",,,,
+EPPS,2302,003,1,6,3,2,2,,,,,1,,,,,,,,,"Griffith, Daniel A","Wu, Yanan",,,,
+EPPS,3100,001,,,,,,,,,,,,,,10,,,,,"Holmes, Jennifer S",,,,,
+EPPS,6313,501,,10,2,2,2,1,3,,,,,,1,,,,4,,"Grover, William C",,,,,
+EPPS,6316,501,,9,8,4,5,1,,1,,,,,,,,,3,,"Krajewski, Andrew T","Yoon, Youngseok","Medhi, Kashmiri",,,
+EPPS,6323,001,,15,4,4,,,,,,,,,,,,,,,"Ho, Ka-Yiu","Chan, Chun Man",,,,
+EPPS,6326,501,,4,2,4,2,,2,1,,,,,2,,,,,,"Tiefelsdorf, Michael R","Yang, Yalin",,,,
+EPPS,6346,001,,10,2,1,,,,,,,,,,,1,,,,"Gavigan, Brenda B",,,,,
+EPPS,6354,001,,11,4,4,,1,,,,,,,,,,,,,"Ho, Ka-Yiu","Chan, Chun Man",,,,
+FILM,1303,001,25,6,1,,,1,2,,,,,,,,,,,,"Shafek, Amal S",,,,,
+FILM,1303,002,25,8,1,,,,,,,,,,,,,,,,"Shafek, Amal S",,,,,
+FILM,1303,003,9,7,7,5,1,,1,,,1,,,3,,,,,,"Prakash, Arya",,,,,
+FILM,1303,004,4,18,6,1,,1,,,,,,,1,,,,1,,"Biswas, Madhavi",,,,,
+FILM,2332,001,7,9,6,3,2,3,1,,,,,,1,,,,,,"Oliver, Stephanie R",,,,,
+FILM,2332,002,22,9,2,1,4,1,,,,,,,,,,,,,"Mahan, Mazyar",,,,,
+FILM,2332,003,9,7,6,4,3,5,,2,1,,,,3,,,,,,"Wellborn, Brecken H",,,,,
+FILM,2332,004,11,9,2,4,2,,1,2,1,,,,1,,,,,,"Cooper, Dalton W",,,,,
+FILM,2332,0W1,1,7,2,6,13,4,6,1,,,2,,1,,,,1,,"Cooper, Mark","Hay, Celia",,,,
+FILM,2332,0W2,3,4,2,3,14,4,3,3,3,,,,2,,,,2,,"Cooper, Mark","Hay, Celia",,,,
+FILM,2332,501,,4,2,4,10,9,7,3,7,2,1,1,1,,,,1,,"Petty, John E","Khoshniat, Ahmad","Zhang, Yan",,,
+FILM,3321,001,4,5,2,3,1,1,,,,,,,2,,,,2,,"McLean, Adrienne L",,,,,
+FILM,3342,001,6,7,3,2,2,,,,,,,,,,,,1,,"Berger, Hanno",,,,,
+FIN,3300,001,,16,,,13,,,4,,,1,,4,,,,,,"Oyima-Antseleve, Ndackyssa",,,,,
+FIN,3300,0W1,,36,,,11,,,1,,,,,,,,,,,"Lynch, Julie","Khadayate, Nikhar",,,,
+FIN,3305,001,,5,1,2,2,1,,4,4,,4,1,2,,,,,,"Guttery, Randall","Orekan, Paullina K",,,,
+FIN,3305,002,1,3,7,2,7,2,3,2,3,,3,,4,,,,,,"Guttery, Randall","Orekan, Paullina K",,,,
+FIN,3305,003,1,2,2,3,3,2,1,2,3,1,,,2,,,,1,,"Guttery, Randall","Orekan, Paullina K",,,,
+FIN,3320,001,,15,6,6,8,6,3,12,,,,,2,,,,1,,"Wang, Pingle","Sawal, Jyoti A",,,,
+FIN,3320,002,3,2,3,4,6,3,6,5,1,2,,3,3,,,,,,"Oyima-Antseleve, Ndackyssa",,,,,
+FIN,3320,003,,13,3,4,7,8,5,1,3,,1,,,,,,,,"Mace, Christopher","Chai, Maoyuan",,,,
+FIN,3320,004,,5,11,7,5,4,5,8,,,3,,,,,,,,"Li, Jun","Baniwal, Vedant",,,,
+FIN,3320,005,1,16,5,10,8,2,4,2,,,1,,,,,,,,"Mace, Christopher",,,,,
+FIN,3320,006,,7,10,6,7,3,7,7,3,,4,,1,,,,,,"Li, Jun","Baniwal, Vedant",,,,
+FIN,3320,007,,9,8,5,10,3,6,1,4,,,,2,,,,,,"Reilly, Christopher P","Liu, Jiabin","Abedini, Behnaz",,,
+FIN,3320,008,,7,13,7,9,3,3,,3,,,,,,,,2,,"Reilly, Christopher P","Liu, Jiabin","Abedini, Behnaz",,,
+FIN,3320,009,,9,2,6,6,3,4,5,1,,3,,,,,,,,"Li, Jun","Baniwal, Vedant",,,,
+FIN,3320,010,1,7,6,10,10,5,5,,,,,,,,,,,,"Nguyen, Nam H",,,,,
+FIN,3320,011,,11,8,7,10,2,6,3,,,,,1,,,,,,"Reilly, Christopher P","Liu, Jiabin","Abedini, Behnaz",,,
+FIN,3320,012,10,5,4,5,11,3,,3,1,,1,,,,,,,,"Hamzeh, Alireza",,,,,
+FIN,3320,013,3,3,5,1,1,2,1,1,1,4,1,3,3,,,,1,,"Gurun, Ayfer","Landolsi, Mohamed Adam",,,,
+FIN,3320,015,,15,4,5,8,6,8,4,4,1,1,,,,,,,,"Mace, Christopher",,,,,
+FIN,3320,016,4,5,5,3,4,2,1,11,,,,,2,,,,4,,"Bachani, Girish",,,,,
+FIN,3320,017,,11,4,4,6,4,2,8,,,,,1,,,,3,,"Wang, Pingle","Sawal, Jyoti A",,,,
+FIN,3320,501,4,8,9,10,6,1,3,1,,,1,,,,,,2,,"Khanapure, Revansiddha B","Yedlapalli, Sai Sri Harsha",,,,
+FIN,3320,502,1,2,3,3,1,3,,2,,,,,1,,,,1,,"Huang, Zhuowei",,,,,
+FIN,3320,HON,,19,5,5,14,2,,1,,,,,,,,,2,,"Wang, Pingle","Sawal, Jyoti A",,,,
+FIN,3340,001,,18,4,2,12,6,2,3,,,,,,,,,1,,"Lewin, Peter",,,,,
+FIN,3350,001,,8,9,4,2,8,,3,2,,2,,2,,,,,,"Xia, Han","Zhang, Qiyan",,,,
+FIN,3350,002,,8,2,,1,2,1,,,,,,1,,,,2,,"Xia, Han","Zhang, Qiyan",,,,
+FIN,3360,001,4,3,9,6,7,9,3,2,3,,,1,,,,,,,"Mao, Yingdong",,,,,
+FIN,3360,002,14,18,3,,5,,,,,,2,,,,,,1,,"Wen, Yaxin",,,,,
+FIN,3365,0W1,2,5,4,1,2,1,,1,,,,,,,,,,,"DeCourcy, George A",,,,,
+FIN,3370,001,8,,3,1,3,2,,1,1,,,,1,,,,,,"Kaplan, Larry S",,,,,
+FIN,3370,002,7,4,4,4,2,4,6,1,,1,,,2,,,,,,"Kaplan, Larry S",,,,,
+FIN,3380,001,,3,4,5,4,5,4,2,4,5,,,,,,,,,"Gurun, Ayfer","Landolsi, Mohamed Adam",,,,
+FIN,3380,002,1,7,1,,1,2,4,,1,3,2,,,,,,,,"Gurun, Ayfer","Landolsi, Mohamed Adam",,,,
+FIN,3390,002,,18,9,2,4,4,3,3,2,4,,,2,,,,1,,"Kaur, Dupinderjeet","Sheth, Tanay",,,,
+FIN,3390,003,14,4,4,5,4,1,1,3,1,3,1,4,2,,,,2,,"Nishi, Hirofumi","Bhave, Isha S",,,,
+FIN,3390,004,,18,6,2,3,1,2,5,4,2,,,7,,1,,,,"Kaur, Dupinderjeet","Sheth, Tanay",,,,
+FIN,3390,501,4,7,4,5,4,3,1,2,2,1,1,2,9,,,,,,"Nishi, Hirofumi","Bhave, Isha S",,,,
+FIN,3395,001,,13,7,9,9,10,,,,,,,,,,,,,"Noland, Jeffrey S",,,,,
+FIN,4080,001,,,,,,,,,,,,,,10,,,,,"Nishi, Hirofumi",,,,,
+FIN,4080,091,,,,,,,,,,,,,,22,,1,1,,"Nishi, Hirofumi",,,,,
+FIN,4300,001,2,9,7,25,15,,1,,,,,,,,,,,,"Khanapure, Revansiddha B","Yedlapalli, Sai Sri Harsha",,,,
+FIN,4300,002,10,7,7,12,3,4,1,2,,,,,,,,,1,,"Tang, Xiaoxiao","Park, Taeyoung",,,,
+FIN,4300,003,4,10,10,4,4,6,2,4,,,1,,1,,,,,,"Tang, Xiaoxiao","Park, Taeyoung",,,,
+FIN,4300,501,10,7,12,4,3,3,,3,,,2,,,,,,,,"Tang, Xiaoxiao","Park, Taeyoung",,,,
+FIN,4303,001,1,1,2,3,1,2,,,,,,,,,,,,,"Ballew, Gregory",,,,,
+FIN,4307,001,,9,7,7,8,8,,,,,,,,,,,,,"Noland, Jeffrey S",,,,,
+FIN,4310,003,4,4,3,4,5,7,4,2,6,,3,,5,,,,,,"Anderson, Frank W",,,,,
+FIN,4310,004,3,2,2,2,4,3,1,3,1,2,1,3,1,,,,,,"Zhong, Hongda","Hu, Jiawei",,,,
+FIN,4310,005,,3,1,5,1,3,2,1,1,1,3,3,3,,,,,,"Zhong, Hongda","Hu, Jiawei",,,,
+FIN,4321,501,,8,,1,7,,,4,1,,1,,,,,,,,"Hedgecock, Blake",,,,,
+FIN,4332,001,,6,10,3,2,1,1,,,,,,,,,,,,"Haynes, Steven","Merchant, Ali Arsal",,,,
+FIN,4333,001,4,8,3,1,1,,,,3,,,,,,,,,,"Haynes, Steven","Merchant, Ali Arsal",,,,
+FIN,4336,001,4,22,7,5,1,,,1,,,,,,,,,,,"Haynes, Steven","Merchant, Ali Arsal",,,,
+FIN,4340,001,,5,2,1,3,2,2,3,,,,,,,,,,,"Kaur, Dupinderjeet","Sheth, Tanay",,,,
+FIN,4345,001,1,17,15,4,7,2,,,,,,,,,,,1,,"Ma, Liping","Sadeghi, Ali",,,,
+FIN,4354,001,2,9,4,2,2,,,,,,,,,,,,,,"Haynes, Steven","Merchant, Ali Arsal",,,,
+FIN,4390,001,,34,,,1,,,,,,,,1,,,,1,,"Murray, Jennifer R",,,,,
+FIN,4395,001,,,8,11,6,1,,,,,,,,,,,,,"Kieschnick, Robert L",,,,,
+FIN,4395,002,1,11,4,3,4,2,,3,1,,,,,,,,,,"Anderson, Frank W",,,,,
+FIN,4V80,093,,,,,,,,,,,,,,18,,,,,"Nishi, Hirofumi",,,,,
+FIN,6301,001,,10,6,5,4,1,,,,,,,,,,,,,"Nanda, Vikram K","Kurucak, Abdurrahman",,,,
+FIN,6301,002,,35,2,2,6,,1,2,,,,,1,,,,,,"El-Ashmawi, Amal H",,,,,
+FIN,6301,0W1,,15,14,8,4,3,7,9,,,,,3,,,,2,,"Nishi, Hirofumi","Bhave, Isha S",,,,
+FIN,6301,AW1,,13,2,,,,,,,,,,,,1,,,,"Reichert, Carolyn A",,,,,
+FIN,6301,CW1,,20,2,,,,,,,,,,,,,,,,"Minch, Lauren",,,,,
+FIN,6301,GW1,,12,7,1,2,,,,,,,,1,,,,,,"Reichert, Carolyn A",,,,,
+FIN,6301,MBP,,14,2,4,10,,,,,,,,1,,,,,,"Reichert, Carolyn A",,,,,
+FIN,6307,0W1,,7,7,4,4,2,5,,,,,,1,,,,1,,"Ma, Liping","Sadeghi, Ali",,,,
+FIN,6307,501,,6,8,2,4,1,2,1,,,,,,,,,,,"Ma, Liping","Sadeghi, Ali",,,,
+FIN,6308,0W1,,12,9,,7,4,1,,,,,,,,,,2,,"Lewin, Peter",,,,,
+FIN,6310,501,,22,24,6,6,,,,,,,,,,,,,,"Khanapure, Revansiddha B","Yedlapalli, Sai Sri Harsha",,,,
+FIN,6314,0W1,,8,3,9,6,2,,,,,,,,,,,1,,"Manzi, Jeff",,,,,
+FIN,6315,501,,1,3,1,3,,1,1,,,,,,,,,,,"Shah, Rajiv R","Momeni, Seyedreza",,,,
+FIN,6316,501,,4,3,3,1,1,,,,,,,1,,,,,,"Von Drathen, Christian",,,,,
+FIN,6318,501,,6,9,6,3,4,2,4,,,,,,,,,1,,"Baranchuk, Nina","Kurucak, Abdurrahman",,,,
+FIN,6321,0W1,,19,1,2,3,,,,,,,,1,,,,,,"Lynch, Julie","Khadayate, Nikhar",,,,
+FIN,6322,0W1,,31,4,8,7,1,1,,,,,,,,,,,,"DeCourcy, George A",,,,,
+FIN,6325,501,,13,5,2,,,,,,,,,,,,,1,,"Xia, Han","Zhang, Qiyan",,,,
+FIN,6326,5W1,,10,,,,,,,,,,,,,,,,,"Hedgecock, Blake",,,,,
+FIN,6335,501,,31,11,3,3,,,,,,,,,,,,,,"Sibley, Daniel C",,,,,
+FIN,6336,501,,11,12,,,,,,,,,,,,,,,,"Sibley, Daniel C",,,,,
+FIN,6352,001,,4,3,1,5,,,,,,,,,,,,8,,"Von Drathen, Christian","Parakh, Shraddha",,,,
+FIN,6352,501,,9,8,9,13,2,3,1,,,,,,,,,1,,"Davis, Richard L",,,,,
+FIN,6353,501,,13,6,3,1,,2,,,,,,,,,,1,,"Zhang, Huibing","Landolsi, Mohamed Adam",,,,
+FIN,6360,001,,19,7,4,6,3,1,1,,,,,,,,,,,"Kaur, Dupinderjeet","Sheth, Tanay",,,,
+FIN,6360,0W1,,5,8,11,,,,,,,,,,,,,1,,"Zhao, Feng","Hu, Jiawei",,,,
+FIN,6368,001,,7,5,,,1,,,,,,,,,,,,,"Ma, Liping","Sadeghi, Ali",,,,
+FIN,6392,0W1,,3,4,4,2,1,1,,,,,,,,,,1,,"Zheng, Zhiqiang",,,,,
+FIN,6V98,001,,,,,,,,,,,,,,,,,,22,"Reichert, Carolyn A",,,,,
+FTEC,6311,F01,,1,7,9,7,,,,,,,,,,,,,,"Scott, James",,,,,
+FTEC,6331,F01,,4,10,1,1,,,,,,,,,,,,,,"Haynes, Steven",,,,,
+FTEC,6334,F01,,13,1,2,1,,,,,,,,1,,,,,,"Zemoodeh, Amir",,,,,
+FTEC,6V99,F01,,12,5,,,,1,,,,,,1,,,,,,"Ma, Liping","Kieschnick, Robert L","Ayres, Jeffrey A",,,
+GEOG,2302,0W1,6,6,5,4,8,1,,1,1,1,1,2,4,,,,3,,"Ahmed, Md. Nakir",,,,,
+GEOG,2303,001,,3,3,3,,1,,1,,,,,2,,,,,,"Conway, Crystal M",,,,,
+GEOG,2303,0W1,,2,6,20,8,7,5,1,2,3,2,2,2,,,,,,"Davenport, Miranda J",,,,,
+GEOG,3359,001,2,2,4,5,,,2,,,1,,,,,,,,,"Rahman, Muhammad","Shi, Zheng",,,,
+GEOG,3372,001,6,4,2,4,3,2,,1,,,,,,,,,,,"Rahman, Muhammad","Gamarra Pacheco, Jose A",,,,
+GEOS,1104,101,1,3,4,2,2,,,,,,,,,,,,,,"Pujana, Ignacio","Pennington, Carson N",,,,
+GEOS,1303,001,5,7,5,4,8,5,3,,6,,,,1,,,,1,,"Yurchenko, Inessa","Adigwe, Fidelis A",,,,
+GEOS,1303,0W1,44,84,28,18,21,22,4,11,12,1,1,3,7,,,,1,,"Pujana, Ignacio","Griffin, William R","Adigwe, Fidelis A",,,
+GEOS,1303,501,5,11,5,6,3,,,,,,,,,,,,,,"Griffin, William R","Crowley, Clinton W",,,,
+GEOS,1304,001,3,6,1,2,2,,,,,,,,,,,,,,"Pujana, Ignacio","Pennington, Carson N",,,,
+GEOS,2302,001,1,3,2,2,2,2,1,1,,,,,2,,,,,,"Adeuga, Adewole M",,,,,
+GEOS,2310,0W1,3,9,1,4,1,2,1,2,2,,2,,4,,,,5,,"Brikowski, Thomas H","Karimi, Fatemeh",,,,
+GEOS,2409,001,,9,4,2,1,,,,,,,,,,,,,,"Griffin, William R","Willis, Siloa B","Mesbah, Niloofar",,,
+GEOS,3111,001,,13,,,,,,,,,,,,,,,,,"Stern, Robert J","Crowley, Clinton W",,,,
+GEOS,3434,001,4,3,2,2,3,,1,1,,,,,1,,,,,,"Pujana, Ignacio","Dodds, Henry R",,,,
+GEOS,3470,001,1,,1,1,,2,1,1,4,2,,,3,,,,,,"Pirouz, Steven","Tamadoni, Amin","Rangel-Landeros, Isaac A",,,
+GEOS,4322,001,3,7,3,1,1,,,1,1,,,,,,,,,,"Sickmann, Zachary",,,,,
+GEOS,4390,001,2,9,1,1,3,,,,,,,,1,,,,,,"Yurchenko, Inessa","Abayomi, Ayodele A",,,,
+GEOS,5309,001,,10,,,,,,,,,,,,,,,,,"Waite, Lowell",,,,,
+GEOS,5375,001,,4,5,3,3,,,,,,,,,,,,,,"Stern, Robert J",,,,,
+GISC,3304,001,,8,,,1,,,1,,,,,,,,,,,"Drouillard, Matthew J",,,,,
+GISC,4382,001,1,1,2,,2,,2,,,,,,,,,,2,,"Chun, Yongwan","Kulsum, Umme",,,,
+GISC,4386,001,6,2,1,1,1,,,,,,,,1,,,,1,,"Cummings, Anthony R","Chen, Hao","Chowdhury, Yeamin Faria",,,
+GISC,6323,501,,5,2,1,,3,,,,,,,1,,,,,,"Tiefelsdorf, Michael R","Yang, Yalin",,,,
+GISC,6381,501,,2,3,,2,,,1,,,,,2,,,,,,"Rahman, Muhammad","Dong, Fangchao",,,,
+GISC,6388,501,,7,5,1,,,,,,,,,,,,,,,"Chun, Yongwan","Lee, Changho",,,,
+GOVT,2305,001,2,17,31,30,22,18,5,4,2,2,2,1,11,,,,1,,"Johnson, Sara K",,,,,
+GOVT,2305,002,27,43,24,15,4,4,3,3,,2,,1,,,,,,,"Montgomery, Joshua P","Hollis, Camron",,,,
+GOVT,2305,003,6,15,26,23,19,11,6,4,,,3,1,6,,,,,,"Johnson, Sara K",,,,,
+GOVT,2305,004,95,102,35,24,11,16,3,4,2,1,1,,4,,,,,,"Montgomery, Joshua P","Hollis, Camron",,,,
+GOVT,2305,501,,28,32,34,38,34,15,11,4,3,4,3,8,,,,2,,"Muenks, Patrick",,,,,
+GOVT,2305,HN1,7,9,3,3,,1,,,,,1,,,,,,,,"Miller, Banks P",,,,,
+GOVT,2306,001,,8,13,23,22,18,5,10,4,1,,2,6,,,,2,,"Lowry, Robert C","Pillai, Maitreyi M",,,,
+GOVT,2306,002,18,37,36,28,21,17,1,3,2,3,1,,1,,,,,,"Johnson, Sara K",,,,,
+GOVT,2306,003,2,4,3,2,3,6,4,2,2,1,,,3,,,,,,"Searing, Elizabeth A",,,,,
+GOVT,2306,004,,205,59,17,3,6,3,1,1,2,,,1,,,,,,"Elliott, Euel W","Shafiq, Sadman",,,,
+GOVT,2306,005,,203,62,19,5,4,,2,1,2,1,,1,,,,,,"Elliott, Euel W","Shafiq, Sadman",,,,
+GOVT,2306,006,85,70,38,16,7,6,5,,2,,,,1,,,,,,"Montgomery, Joshua P","Hollis, Camron",,,,
+GOVT,2306,501,4,37,36,50,42,30,18,12,9,3,1,1,11,,,,1,,"Muenks, Patrick",,,,,
+GOVT,2306,HN1,,15,6,1,,1,,,,,,,,,,,,,"Elliott, Euel W","Scotch, Richard K","Shafiq, Sadman",,,
+GOVT,2306,HN2,,16,5,2,,,,,,,,,1,,,,,,"Elliott, Euel W","Scotch, Richard K","Shafiq, Sadman",,,
+GOVT,2306,HN3,9,5,1,1,1,2,,1,1,,,1,1,,,,1,,"Muenks, Patrick",,,,,
+GOVT,2306,HN4,7,6,2,2,,1,,,1,,1,1,1,,,,1,,"Johnson, Sara K",,,,,
+GST,2300,001,,4,3,6,4,1,,,,,,,3,,,,,,"Werhnyak, Larissa",,,,,
+HCS,6313,002,,8,6,1,1,,,,,,,,,,,,,,"Ackerman, Robert A","Millward, Kennedy A",,,,
+HCS,6315,001,,13,1,1,,1,,,,,,,,,,,,,"Kolber, Benedict J",,,,,
+HCS,6317,001,,11,,,,,,,,,,,,,1,,,,"Yoon, Leehyun",,,,,
+HCS,6376,001,,8,2,,,,,,,,,,,,,,,,"Park, Bo Kyung",,,,,
+HCS,7121,001,,,,,,,,,,,,,,,,,,40,"Kilgard, Michael P",,,,,
+HCS,7311,001,,5,5,3,,,,,,,,,,,,,,,"Nelson Taylor, Jackie A",,,,,
+HCS,7324,001,,12,,,,,,,,,,,,,,,,,"Evans, Julia L",,,,,
+HCS,7343,001,,6,3,,2,,,,,,,,,,,,,,"Thompson, Lucien T",,,,,
+HCS,7355,003,,8,3,2,1,,1,,,,,,,,,,,,"Warren, Stacie",,,,,
+HCS,7355,005,,5,4,3,2,,,,,,,,,,1,,,,"Kent, Jerillyn",,,,,
+HDCD,6316,001,,12,,,1,,,,,,,,,,,,,,"Stankovic-Ramirez, Zlata",,,,,
+HDCD,6320,001,,11,,,2,,,,,,,,,,,,,,"Grant, Meridith G",,,,,
+HDCD,6395,501,,11,,,,,,,,,,,,,,,,,"Capili, Conrad R",,,,,
+HDCD,6V20,501,,,,,,,,,,,,,,,,,,10,"Stankovic-Ramirez, Zlata",,,,,
+HIST,1301,501,4,19,3,4,6,1,1,2,,,,,,,,,,,"Pettengill, Ryan S",,,,,
+HIST,1302,001,25,59,71,24,16,14,8,3,3,4,2,,7,,,,1,,"Schulze, Jeffrey M","Shows, Gregory S","Atman, Sabri","Akhighu, Odegua M","Hill, Travis B",
+HIST,2301,001,4,9,25,30,31,29,15,15,16,9,9,7,17,,,,12,,"Schulze, Jeffrey M","Turner, Joey A","Vecchio, Anthony","Sampson, Eric","Armstrong, Jennifer J",
+HIST,2301,002,5,9,1,2,3,3,,,1,,,1,,,,,,,"Stewart, Whitney N",,,,,
+HIST,2330,001,10,43,31,5,46,17,5,25,12,1,10,9,13,,1,,9,,"Flippen, John B","Li, Ang","Seidl-Staley, Ash J","Leon Dubon, Saul V","Brown, Derek W",
+HIST,2341,001,,4,11,10,10,10,3,4,2,2,1,,10,,,,1,,"Farmer, J Michael",,,,,
+HIST,2341,HN1,,13,3,2,1,,,,1,,,,,,,,,,"Farmer, J Michael",,,,,
+HIST,2350,001,,13,3,2,6,2,1,2,3,,2,,3,,,,2,,"Rankin, Monica A",,,,,
+HIST,2360,501,,1,1,5,2,,,,,1,,,2,,,,1,,"Wilson, Michael L",,,,,
+HIST,2381,001,6,85,28,21,12,7,1,2,2,2,1,3,5,,,,1,,"Ring, Natalie J","Gee, Taylor N","Rufino, Maria E","Murphy, Trisha",,
+HIST,2384,001,41,127,25,9,15,4,2,8,1,1,1,1,2,,,,2,,"Fischer, Anne G","Gagnet, Coco","Lakhani, Brenda L","Ford, Angela","Edwards, Jeffery G",
+HIST,3301,001,1,7,1,2,,1,1,1,,,,,1,,,,,,"Hill, Kimberly D",,,,,
+HIST,3307,0W1,1,4,13,6,5,,1,,,,,,,,,,,,"Pfister, Debra H",,,,,
+HIST,3328,002,6,,2,2,1,3,1,,,,,,,,,,,,"Tsou, Jonathan Y",,,,,
+HIST,3337,001,,15,,1,9,,,1,,,,,,,,,,,"Channell, David F","Amato, Lawrence A",,,,
+HIST,3340,501,1,2,2,2,6,,,,,,,,,,,,,,"Stewart, Whitney N",,,,,
+HIST,3350,001,2,5,5,1,1,1,,1,,,,,,,,,,,"Li, En",,,,,
+HIST,3350,003,,10,2,,2,1,,,,,,,2,,,,,,"Channell, David F","Jakobsson, Pia K",,,,
+HIST,3350,0S1,,24,,,,,,,,,,,,,,,,,"Admiral, Rosemary G",,,,,
+HIST,3364,001,1,4,1,,,1,,3,,,,,,,,,1,,"Wright, Ben",,,,,
+HIST,3376,001,,1,2,2,3,2,,,,,,,2,,,,,,"Wickberg, Daniel B",,,,,
+HIST,3395,001,2,2,3,2,2,1,,,,,,1,2,,,,,,"Schulze, Jeffrey M",,,,,
+HIST,4358,001,2,4,1,1,,,,,,,,,2,,,,,,"Li, En",,,,,
+HIST,4358,501,1,1,1,3,1,1,,2,,,2,,2,,,,2,,"Farmer, J Michael",,,,,
+HIST,4359,001,,14,1,,1,1,,,,,,,1,,,,1,,"Rankin, Monica A",,,,,
+HIST,4378,001,,4,3,3,1,1,,,,,,,,,,,1,,"Ring, Natalie J",,,,,
+HIST,4388,501,3,6,2,2,1,,,1,,,,,,,,,,,"Pfister, Debra H",,,,,
+HIST,4390,001,,5,4,3,,3,1,,,,,,3,,,,,,"Wickberg, Daniel B",,,,,
+HIST,6320,001,,8,,1,,,,1,,,,,,,,,,,"Wright, Ben",,,,,
+HIST,6342,0W1,,9,,,,,,,,,,,,,3,,,,"Roemer, Nils H",,,,,
+HIST,6344,001,,9,1,1,,,,,,,,,,,,,,,"Patterson, David A",,,,,
+HLTH,1100,001,,2,7,16,29,46,31,23,22,12,21,,5,,,,5,,"Byrnes, Kathleen A",,,,,
+HLTH,1301,0W1,,1,8,4,1,3,,1,1,1,,,2,,,,1,,"Baetge, Claire",,,,,
+HLTH,1301,0W2,,6,9,4,3,4,4,1,1,,1,1,2,,,,,,"Baetge, Claire",,,,,
+HLTH,1322,0W1,,29,,1,7,,2,,,,,,,,,,,,"Mcbride, Rachael L",,,,,
+HLTH,1322,0W2,,33,,2,1,,1,1,,,,,,,,,,,"Mcbride, Rachael L",,,,,
+HLTH,3101,0W1,,138,,,10,,,1,,,1,,,,,,,,"Sandon, Lona",,,,,
+HLTH,3101,0W2,,132,,,13,,,1,,,,,,,,,,,"Sandon, Lona",,,,,
+HLTH,3101,0W3,,65,,,5,,,1,,,1,,1,,,,,,"Sandon, Lona",,,,,
+HLTH,3101,0W4,,43,,,3,,,3,,,1,,,,,,,,"Sandon, Lona",,,,,
+HLTH,3301,001,,2,4,3,2,6,6,3,3,2,1,,3,,,,,,"Byrnes, Kathleen A",,,,,
+HLTH,3305,001,,5,3,4,2,2,,1,,,1,1,,,,,,,"Stark, Azadeh T",,,,,
+HLTH,3305,002,1,3,3,2,4,4,,,,,,,,,,,,,"Stark, Azadeh T",,,,,
+HLTH,3305,003,6,11,20,11,7,5,2,1,1,,,,,,1,,,,"Robb, Horace A",,,,,
+HLTH,3315,001,,5,20,13,16,24,9,11,9,2,2,,1,,,,1,,"Byrnes, Kathleen A",,,,,
+HLTH,4108,001,24,9,,1,,2,1,,,,3,,,,,,,,"Rainey, Anthony D",,,,,
+HLTH,4304,001,1,7,40,3,1,1,,,,,,,1,,,,,,"Byrnes, Kathleen A",,,,,
+HLTH,4304,002,,10,,,,,,,,,,,1,,,,1,,"Krawietz, Paul",,,,,
+HLTH,4304,501,,26,5,3,,,1,,,2,,,,,,,,,"Askew, Victoria",,,,,
+HLTH,4305,001,2,5,9,6,7,5,,1,1,,,,,,,,,,"Stark, Azadeh T",,,,,
+HLTH,4305,002,3,3,9,6,3,3,2,2,,,,,1,,,,,,"Stark, Azadeh T",,,,,
+HLTH,4306,001,2,1,5,7,1,5,3,2,1,2,1,,,,,,,,"Savard, Ryan R",,,,,
+HLTH,4306,002,1,1,4,3,5,3,,,3,,1,1,,,,,,,"Savard, Ryan R",,,,,
+HLTH,4310,0W1,21,2,6,3,,,,,,,,,1,,,,,,"Edwards, Christopher W",,,,,
+HLTH,4310,0W2,7,6,3,2,5,3,,1,,,2,,3,,,,3,,"Dornback, Sarah",,,,,
+HMGT,3301,001,15,7,12,9,3,1,3,2,,1,,,5,,,,1,,"Tesmer, Kristin M","Thakkar, Princy",,,,
+HMGT,3301,002,4,3,10,10,1,6,1,1,1,,,,,,,,,,"Robb, Horace A",,,,,
+HMGT,3301,003,6,7,16,10,5,7,1,,,2,,,3,,,,,,"Tesmer, Kristin M","Thakkar, Princy",,,,
+HMGT,3310,001,10,5,5,1,4,1,4,1,,2,,2,,,,,1,,"Tesmer, Kristin M","Thakkar, Princy",,,,
+HMGT,3310,002,6,3,11,3,5,3,1,,,1,2,1,,,,,1,,"Tesmer, Kristin M","Thakkar, Princy",,,,
+HMGT,3311,001,,12,,1,5,,,6,,1,2,,,,,,,,"Karnuta, Daniel","Kim, Jihu",,,,
+HMGT,3311,002,,4,,1,6,,,3,,,1,,,,,,,,"Karnuta, Daniel","Kim, Jihu",,,,
+HMGT,3320,002,,11,,1,7,,,5,,,1,,,,,,,,"Karnuta, Daniel","Kim, Jihu",,,,
+HMGT,4321,001,1,17,,5,22,2,1,3,1,,,,,,,,,,"Nedbal, Joseph","Dhande, Pratik V",,,,
+HMGT,4395,001,5,15,9,3,,,,1,,,,,,,,,,,"Kheirandish, Ali",,,,,
+HMGT,4V90,093,,,,,,,,,,,,,,11,,,,,"Tesmer, Kristin M",,,,,
+HMGT,6310,AW1,,10,4,,,3,,,,,,,,,,,,,"Abbaszadegan, Hamed",,,,,
+HMGT,6311,0W1,,10,,,4,,,,,,,,,,,,,,"Karnuta, Daniel",,,,,
+HMGT,6320,0W1,,52,,,6,,,2,,,,,,,,,,,"Thurgood, Keith L","Song, You-Xiang","Thakkar, Princy",,,
+HMGT,6320,0W2,,47,,,12,,,,,,,,,,,,,,"Thurgood, Keith L","Thakkar, Princy","Song, You-Xiang",,,
+HMGT,6320,0W3,,53,,,6,,,,,,,,,,,,,,"Thurgood, Keith L","Song, You-Xiang","Thakkar, Princy",,,
+HMGT,6320,501,,36,,,6,,,,,,,,,,,,,,"Bryan, Mary C",,,,,
+HMGT,6321,0W1,,,2,5,3,5,2,2,,,,,4,,,,,,"Ramanathan, Kannan",,,,,
+HMGT,6323,0W1,,13,5,9,2,,,,,,,,,,,,1,,"Ayvaci, Mehmet U","Yan, Zhen",,,,
+HMGT,6325,501,,6,5,3,3,,,,,,,,,,,,,,"Wang, Guihua","Thiruppathy, Balaji",,,,
+HMGT,6327,501,,23,,1,3,,,,,,,,,,,,,,"Stephens, Timothy G",,,,,
+HMGT,6330,0W1,,11,5,5,3,,,,,,,,,,,,1,,"Drummond, Jeffery P",,,,,
+HMGT,6331,501,,18,,,5,,,,,,,,,,,,,,"Malaise, Michael",,,,,
+HMGT,6332,0W1,,8,3,6,4,7,6,3,,,,,4,,,,,,"Ramanathan, Kannan","Vernekar, Hitali","Duraphe, Shreyas",,,
+HMGT,6332,CH1,,16,5,,,,,,,,,,,,,,,,"Ramanathan, Kannan",,,,,
+HMGT,6406,AH1,,36,,,,,,,,,,,,,,,4,,"Taylor, Donald E",,,,,
+HMGT,6408,AH1,,34,1,,,,,,,,,,,,,,3,,"Taylor, Donald E","Convery, Paul",,,,
+HMGT,6410,AH6,,14,2,2,,,,,,,,,,,,,1,,"Convery, Paul","Kaiser, Robert C",,,,
+HMGT,6V99,AH6,,14,1,,1,,,,,,,,,,,,1,,"Tesmer, Kristin M","Kaiser, Robert C",,,,
+HONS,3102,HN1,,13,,,,,,,,,1,,,,,,,,"Towner, Theresa M",,,,,
+HONS,3103,HN1,3,7,2,,,,,,,,,,,,,,,,"Rippel, Scott A","Thompson, Christina M",,,,
+HONS,3104,HN1,5,8,1,1,,,,,,,,,,,,,,,"Dow, Douglas C",,,,,
+HONS,3108,HN1,,12,,,,,,1,,,,,,,,,,,"Prakash, Ravi",,,,,
+HONS,3110,HN1,,13,,,,1,,,,,,,,,,,,,"LaDow, Eva S","Dow, Douglas C","Skinner, Donal C",,,
+HONS,3111,HN1,4,7,1,1,,,,,,,,,1,,,,,,"Thompson, Christina M",,,,,
+HONS,3116,HN1,,14,,1,,,,,,,,,,,,,,,"Murchison, David F",,,,,
+HONS,3118,HN1,4,6,4,,,,,,,,,,,,,,1,,"Wilson, Michael L",,,,,
+HONS,3199,HN1,14,,,,,,,,,,,,,,,,,,"Skinner, Donal C",,,,,
+HONS,3199,HN2,,14,,,,,,,,,,,,,,,,,"Stefan, Mihaela C",,,,,
+HONS,3199,HN3,5,3,,,2,,,,,,1,,1,,,,,,"Amato, Lawrence A",,,,,
+HONS,3199,HN5,,13,,,,,,1,,,,,,,,,,,"Nguyen, Josef D",,,,,
+HONS,3199,HN7,11,,2,,,,,,,,,,,,,,,,"Murphy, Jessica C",,,,,
+HONS,3199,HN8,,12,,,,,,,,,,,,,,,,,"Dieckmann, Gregg R",,,,,
+HONS,3199,HN9,,14,,,,,,,,,1,,,,,,,,"Krajewski, Andrew T",,,,,
+HONS,3V00,HN1,19,,,,,,,,,,,,,,,,,,"Skinner, Donal C",,,,,
+HONS,3V00,HS1,4,13,,,,,,,,,,,,,,,,,"Skinner, Donal C",,,,,
+IMS,3310,001,1,16,5,9,20,1,3,3,,2,,,,,,,,,"Henderson, Thomas C",,,,,
+IMS,3310,002,1,6,6,16,10,5,8,4,2,1,,,2,,,,,,"Woldu, Habte G","Varghese, Sijo M",,,,
+IMS,3310,003,,5,3,9,11,7,15,4,7,2,,1,,,,,,,"Woldu, Habte G","Varghese, Sijo M",,,,
+IMS,3310,004,,25,26,7,6,1,,,,,,,,,,,,,"Wang, Jiyu",,,,,
+IMS,3310,005,,4,14,11,9,13,2,1,5,,,1,3,,,,,,"Skuza, Agnieszka","Kulkarni, Shraddha G",,,,
+IMS,3310,006,14,33,9,3,3,,,,,,,,1,,,,,,"Garg, Suyash",,,,,
+IMS,3310,007,,26,17,12,7,1,,,,,,,,,,,,,"Shen, Jia",,,,,
+IMS,3310,008,1,26,9,14,6,4,2,2,,,1,,,,,,,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,3310,009,,16,14,9,12,4,5,4,,,,,,,,,,,"Liu, Yilin",,,,,
+IMS,3310,010,2,19,1,9,17,1,4,4,,2,3,,2,,,,1,,"Henderson, Thomas C",,,,,
+IMS,3310,011,,3,9,15,21,8,4,1,,,,1,1,,,,,,"Tsang, Wing K","Jafari Gorizi, Amirsalar",,,,
+IMS,3310,501,2,6,3,5,17,2,11,1,,4,5,,2,,,,1,,"Henderson, Thomas C",,,,,
+IMS,3310,502,,5,11,16,16,6,4,2,,,,,1,,,,,,"Tsang, Wing K","Jafari Gorizi, Amirsalar",,,,
+IMS,3V93,0S1,,15,1,,,,,,,,,,,,,,,,"Zydorek, Hubert",,,,,
+IMS,3V94,0S1,,8,2,1,,,,,,,,,,,,,,,"Musekura, Celestin","Woldu, Habte G","Varghese, Sijo M",,,
+IMS,4330,001,,4,5,6,8,7,3,3,1,,,,,,,,1,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,4335,501,,1,18,13,12,8,,,,,,,,,,,2,,"Wright, Robert G","Fickel, Mary","Chelakalapally, Srikesh K","Ojha, Dhwani Bakulkumar",,
+IMS,4350,001,2,16,,,,,,,,,1,,,,,,,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,4373,501,,6,12,10,6,3,1,1,1,,,,,,,,,,"Zydorek, Hubert","Khopade, Manasi Sanjay",,,,
+IMS,6254,XH1,,20,,,,,,,,,,,,,,,,,"Barden, John P",,,,,
+IMS,6304,0W1,,11,17,17,5,,1,1,,,,,1,,,,,,"Woldu, Habte G","Nidadavolu, Siri Chandana",,,,
+IMS,6304,501,,5,5,10,10,4,,1,,,,,,,,,1,,"Woldu, Habte G","Nidadavolu, Siri Chandana",,,,
+IMS,6304,XH1,,13,3,3,1,,,,,,,,,,,,,,"Kiser, Stephen L",,,,,
+IMS,6345,GW1,,1,6,1,10,3,,1,,,,,,,,,,,"Solomon, Lawrence N",,,,,
+IMS,6365,0W1,,17,6,18,8,1,,,,,,,,,,,1,,"Woldu, Habte G","Nidadavolu, Siri Chandana",,,,
+IMS,6365,AW1,,13,,,,,,,,,,,,,,,,,"Dowse, Eileen",,,,,
+IMS,6365,CW1,,23,2,3,,,,,,,,,,,,,,,"Woldu, Habte G","Nidadavolu, Siri Chandana",,,,
+IMS,6381,5W1,,5,3,2,1,2,,,,,,,,,,,,,"Skuza, Agnieszka","Kulkarni, Shraddha G",,,,
+IMS,6V92,0S1,,23,7,1,,,,,,,,,,,1,,,,"Shatz, Lisa B",,,,,
+IPEC,4376,001,2,7,,1,,,,,,,,,,,,,,,"Torno, Randell",,,,,
+IPEC,4396,002,2,6,3,,,,,,,,,,,,,,,,"Hanson-Defusco, Jessica E","Singh, Sonali",,,,
+ISIS,3312,001,,4,,2,3,,,2,,1,,,4,,,,2,,"Wissinger, Tonja",,,,,
+ISIS,3334,001,5,,2,2,,2,,,,,,,1,,,,1,,"Cropps, Torrie","Castillo, Florence",,,,
+ISIS,3335,0W1,1,3,11,1,6,4,,2,2,,,,1,,,,,,"Rosa, Jonathan",,,,,
+ISIS,4303,001,,3,3,3,3,1,,,,,,,,,,,,,"Werhnyak, Larissa",,,,,
+ISIS,4310,001,,27,,,1,,,,,,,,,,,,,,"Aubrey, Lea E",,,,,
+ISIS,4V89,001,9,1,2,2,3,,,,,,,,,,,,,,"Hammonds, Kyle",,,,,
+ISIS,4V89,002,12,7,3,,2,,,,,,,,,,,,,,"Lusk, Marc L",,,,,
+ISNS,2359,001,1,14,9,3,3,1,1,2,1,,,,,,,,,,"Griffin, William R","Putri, Gabriella E",,,,
+ISNS,2359,0W1,238,38,31,10,8,9,9,9,10,2,2,3,13,,,,3,,"Pirouz, Steven","Pujana, Ignacio","Huang, Chongpeng",,,
+ISNS,2359,0W2,166,28,34,18,10,14,5,4,4,4,3,,9,,1,,2,,"Pirouz, Steven","Pujana, Ignacio","Huang, Chongpeng",,,
+ISNS,2366,001,,3,5,,5,1,1,1,,,1,,,,,,,,"McCauley, Steven",,,,,
+ISNS,2367,0W1,134,130,35,11,33,17,4,7,11,2,2,5,5,,,,2,,"Pujana, Ignacio","Adeyemi, Oluwaseun",,,,
+ISNS,2367,0W2,114,129,50,20,34,15,3,5,8,3,2,3,10,,,,1,,"Pujana, Ignacio","Adeyemi, Oluwaseun",,,,
+ISNS,2368,001,,6,8,6,7,11,1,3,8,,3,,4,,,,,,"McCauley, Steven","Palos, Rylee K",,,,
+ISNS,3373,001,1,4,2,4,4,1,1,3,,1,,,1,,,,1,,"Khan, Amena L",,,,,
+ITSS,3300,001,1,7,18,8,19,5,1,3,,,1,,1,,,,,,"Short, Kevin P","Kalakonda, Mounika",,,,
+ITSS,3300,002,,7,10,11,9,6,6,3,3,3,2,1,,,,,3,,"Shrivastava, Prakash C","Merchant, Zainab Qaid",,,,
+ITSS,3300,003,,26,,,24,,,8,,,1,,4,,,,2,,"Bose, Ranavir",,,,,
+ITSS,3300,004,,9,12,6,9,10,6,2,1,1,,1,2,,,,4,,"Shrivastava, Prakash C","Merchant, Zainab Qaid",,,,
+ITSS,3300,005,5,15,7,11,9,4,6,5,,1,1,1,,,,,,,"Liu, Yihong",,,,,
+ITSS,3300,007,,24,,,28,,,5,,,3,,2,,,,1,,"Bose, Ranavir",,,,,
+ITSS,3300,008,,17,10,9,12,5,4,3,,,1,,1,,,,2,,"Hansen, Atanas Y","Azadjoutabari, Farhad",,,,
+ITSS,3300,501,6,5,7,8,13,8,9,2,,,1,,4,,,,,,"Young, John G","Waghadkar, Ankita R",,,,
+ITSS,3300,502,1,2,5,5,14,13,4,4,3,5,4,2,3,,,,,,"Neal, Angela","Boda, Saandeep",,,,
+ITSS,3300,503,,11,9,13,11,6,3,3,2,2,1,,1,,,,2,,"Hansen, Atanas Y","Azadjoutabari, Farhad",,,,
+ITSS,3300,504,1,10,13,4,11,4,1,4,,2,1,,4,,,,1,,"Scott, James","Gullapalli, Lokesh",,,,
+ITSS,3300,505,,20,,,21,,,6,,,6,,8,,,,1,,"Bose, Ranavir",,,,,
+ITSS,3300,506,,33,8,7,6,5,2,1,2,,,1,,,,,,,"Owens, Sean M","Boda, Saandeep",,,,
+ITSS,3300,507,,3,23,14,15,1,1,2,1,2,,,1,,,,2,,"Bodeker, Alison J","Chandnani, Gitika Ramesh",,,,
+ITSS,3300,508,7,1,8,6,5,9,7,3,5,4,2,,6,,,,,,"Ceverha, Paul W","Gupta, Shubhrata",,,,
+ITSS,3300,HON,1,21,17,7,10,,,,,,1,,,,,,,,"Short, Kevin P","Kalakonda, Mounika",,,,
+ITSS,3311,001,,11,15,10,8,12,5,,,,,,1,,,,,,"Xie, Si",,,,,
+ITSS,3311,002,21,15,9,7,2,5,1,4,,,,,,,,,,,"Sun, Kai",,,,,
+ITSS,3311,003,24,15,9,5,3,1,,,1,1,,3,,,,,1,,"Aksoy, Ozgur",,,,,
+ITSS,3311,004,2,4,10,11,11,7,3,2,2,,,,1,,,,,,"Franson, Robert","Laghate, Priyanka Shirish",,,,
+ITSS,3311,0W1,,12,7,8,9,11,5,1,,,1,,,,,,1,,"Short, Kevin P","Gupta, Shubhrata",,,,
+ITSS,3311,501,7,,12,18,16,10,,,1,,1,,,,,,,,"Khan, Masudal H","Laghate, Priyanka Shirish",,,,
+ITSS,3311,502,,5,7,11,4,11,6,7,,,,,6,,,,4,,"Franson, Robert","Laghate, Priyanka Shirish",,,,
+ITSS,3312,001,3,34,10,3,5,1,1,,,1,,,2,,,,,,"Luo, Ning",,,,,
+ITSS,3312,501,5,28,4,4,6,1,2,5,,,1,,,,,,1,,"Zhao, Zehan",,,,,
+ITSS,3390,001,1,7,12,8,7,5,4,3,4,1,,1,1,,,,2,,"Neal, Angela","Boda, Saandeep",,,,
+ITSS,4090,001,,,,,,,,,,,,,,13,,,,,"Stephens, Timothy G",,,,,
+ITSS,4090,091,,,,,,,,,,,,,,41,,1,,,"Stephens, Timothy G",,,,,
+ITSS,4300,001,,22,11,5,7,8,2,2,1,1,,1,,,,,,,"Aria, Reza","Sirsat, Disha",,,,
+ITSS,4300,003,2,2,11,10,10,6,5,1,4,,,,2,,,,1,,"Scott, James","Gullapalli, Lokesh",,,,
+ITSS,4300,501,,15,15,9,13,2,6,1,,1,,,,,,,,,"Aria, Reza","Sirsat, Disha",,,,
+ITSS,4300,502,2,8,6,12,8,8,1,2,1,1,,1,2,,,,2,,"Scott, James","Gullapalli, Lokesh",,,,
+ITSS,4301,501,1,2,3,2,1,2,2,1,,,,,,,,,1,,"Hagen, John","Batchala, Shashank Prapoorna",,,,
+ITSS,4330,001,3,4,9,9,8,5,2,2,1,,1,,,,,,2,,"Hanifiafshar, Sharmin","Azadjoutabari, Farhad",,,,
+ITSS,4330,002,3,3,10,10,19,5,2,6,,,,,1,,,,1,,"Hanifiafshar, Sharmin","Azadjoutabari, Farhad",,,,
+ITSS,4330,003,,7,7,7,5,3,,3,1,,,,2,,,,2,,"Zhu, Lijun","Laghate, Priyanka Shirish",,,,
+ITSS,4330,501,3,6,9,11,12,8,6,6,,,,,1,,,,,,"Khan, Taimur A","Chilukuri, Dheeraj R",,,,
+ITSS,4340,001,,6,,7,17,2,4,5,1,1,1,,1,1,,,,,"Thompson, Luell O","Krovvidi, Sri Sai Satya Srinivas",,,,
+ITSS,4351,001,,34,9,7,9,4,,,,,,,,,,,1,,"Stephens, Timothy G","Dogra, Abhay",,,,
+ITSS,4351,002,,7,14,18,10,11,1,1,1,,,,1,,,,,,"Pandian, Thiru","Ratan, Vikram",,,,
+ITSS,4351,501,,4,7,22,13,2,1,,1,,,,,,,,,,"Pandian, Thiru","Ratan, Vikram",,,,
+ITSS,4351,502,14,17,8,7,2,1,,2,1,,,1,1,,,,,,"Baig, Juveria I","Ratan, Vikram",,,,
+ITSS,4352,001,,1,8,13,20,13,2,4,3,,,,,,,,,,"Maru, Vatsal K","Boggarapu, Rajarshi",,,,
+ITSS,4352,002,,1,4,15,18,11,4,5,2,,1,,1,,,,1,,"Maru, Vatsal K","Boggarapu, Rajarshi",,,,
+ITSS,4352,003,,2,3,12,14,8,4,5,1,1,1,1,1,,,,1,,"Maru, Vatsal K","Boggarapu, Rajarshi",,,,
+ITSS,4353,001,,9,15,20,8,3,1,,2,,,,,,,,,,"Akarte, Prajakti V","Batchala, Shashank Prapoorna",,,,
+ITSS,4353,002,,15,2,4,4,2,1,1,4,,,1,,,,,,,"Shrivastava, Prakash C","Merchant, Zainab Qaid",,,,
+ITSS,4354,001,14,8,4,10,2,8,4,,3,,,,,,,,2,,"Bradbury, Judd D","Suryawanshi, Swapnal Sunil",,,,
+ITSS,4355,001,,7,26,20,5,3,,,,,,,,,,,,,"Akarte, Prajakti V","Batchala, Shashank Prapoorna",,,,
+ITSS,4360,001,4,10,13,6,11,10,4,3,3,,,,,,,,,,"Ginevich, Rostislav A","Katakam, Divya Bala Sunaina",,,,
+ITSS,4360,002,15,20,18,3,2,3,3,,1,,,,,,,,,,"Howe, Nathaniel M",,,,,
+ITSS,4360,501,2,9,9,2,13,11,6,7,1,,,,1,,,,,,"Thirumalai, Nambi D","Dogra, Abhay",,,,
+ITSS,4360,502,,4,3,7,3,2,1,,,,,,,,,,,,"More, Satish P","Dogra, Abhay",,,,
+ITSS,4362,501,2,15,5,13,16,3,1,3,,,,,,,,,1,,"Khan, Taimur A","Chilukuri, Dheeraj R",,,,
+ITSS,4370,001,1,3,6,14,13,11,3,5,4,,,,,,,,,,"Hefley, William E","Goswami, Garima",,,,
+ITSS,4370,501,,,3,,3,10,7,5,2,1,1,,,,,,1,,"Hefley, William E","Goswami, Garima",,,,
+ITSS,4370,502,3,12,8,14,12,4,4,1,1,,,,,,,,,,"Young, John G","Waghadkar, Ankita R",,,,
+ITSS,4371,001,11,5,6,5,7,5,4,3,1,,5,1,2,1,,,3,,"Ganesan, Sankaranarayanan","Sasanapuri, Venkata Giri",,,,
+ITSS,4380,001,,15,20,11,1,,,,,,,,,,,,,,"Wu, Lidong","Dube, Anushka",,,,
+ITSS,4381,001,,15,17,11,10,5,4,1,1,,1,,,,,,,,"Chen, Luoying",,,,,
+ITSS,4381,501,29,15,7,5,2,,,,,,1,,,,,,1,,"Zhang, Hong",,,,,
+ITSS,4382,001,6,18,12,18,2,1,,1,,,,,,,,,,,"Wu, Lidong","Dube, Anushka",,,,
+ITSS,4395,001,40,7,,1,,1,,,,,,,,,,,,,"Baig, Juveria I",,,,,
+ITSS,4395,002,31,11,2,2,4,,,,,,,,,,,,,,"Stogsdill, Robert W",,,,,
+ITSS,4V95,001,,2,1,5,1,6,2,,,,,,1,,,,,,"Pandian, Thiru","Ratan, Vikram",,,,
+JAPN,1311,001,8,1,4,,1,2,,1,1,,,,1,,,,,,"Tamakoshi, Yuki",,,,,
+JAPN,1311,002,3,5,3,1,3,1,2,,1,,,,,,,,,,"Evans, Leonard W",,,,,
+JAPN,1312,001,10,4,1,3,1,,,,,,,,,,,,,,"Tamakoshi, Yuki",,,,,
+JAPN,1312,002,2,3,3,,1,,,,1,,,,2,,,,,,"Evans, Leonard W",,,,,
+KORE,1311,001,6,4,2,,2,3,,,,,,,,,,,,,"Jeong, Hyejeong",,,,,
+KORE,1311,002,9,2,2,2,2,2,,,,,,,,,,,,,"Jeong, Hyejeong",,,,,
+KORE,1312,001,1,2,4,3,2,1,1,1,,,,,1,,,,,,"Bang, Hwaja",,,,,
+KORE,2312,001,5,2,2,2,,,,,,,,,,,,,,,"Yoon, Jajoo",,,,,
+LIT,1301,001,25,8,7,13,11,4,1,1,,,1,,2,,,,4,,"Ingrao, Peter J","Yang, Dawn D","Gu, Jiajia","D'Monte, Nikita","Esmail, Fatima N","Barnes, Claudia"
+LIT,1301,002,40,10,8,22,11,11,,,1,,1,,1,,,,2,,"Ingrao, Peter J","Yang, Dawn D","Gu, Jiajia","D'Monte, Nikita","Esmail, Fatima N","Barnes, Claudia"
+LIT,1301,003,43,8,19,18,19,2,2,,1,,,,1,,,,2,,"Ingrao, Peter J","Yang, Dawn D","Gu, Jiajia","D'Monte, Nikita","Esmail, Fatima N","Barnes, Claudia"
+LIT,2321,001,5,4,3,2,,1,,2,,,,,,,,,,,"Evans, William A",,,,,
+LIT,2322,001,11,1,1,2,1,2,,,,,,,,,,,2,,"Ogbaa, Maurine",,,,,
+LIT,2331,001,2,3,5,1,,2,1,,1,1,1,1,3,,,,1,,"Cates, Rosemond T",,,,,
+LIT,2331,002,,2,7,1,2,1,,2,,,,1,2,,,,,,"Gray, Janelle N",,,,,
+LIT,2331,003,,16,10,,,1,,1,,,,,5,,,,,,"Aday, Isaac J",,,,,
+LIT,2331,004,,1,6,5,8,2,2,3,,1,,,2,,,,2,,"Cranfill, Jennifer E",,,,,
+LIT,2331,005,3,7,4,5,1,1,2,,1,,,1,1,,,,,,"Baker, Matthew W",,,,,
+LIT,2350,001,7,3,1,,2,1,,,,,,,,,,,1,,"Brewer, Kenneth L",,,,,
+LIT,3300,001,,8,3,1,5,1,,,,,1,,,,,,,,"Towner, Theresa M",,,,,
+LIT,3316,001,1,18,3,2,1,,1,1,1,,,,2,,,,4,,"Kratz, Dennis M",,,,,
+LIT,3319,001,,8,9,1,1,,,,,,,,,,,,,,"Greer, Erin E",,,,,
+LIT,3319,002,12,2,,,,,,,,,,,,,,,,,"Ingrao, Peter J",,,,,
+LIT,3319,003,16,4,,1,,1,,,,,,,,,,,,,"Brewer, Kenneth L",,,,,
+LIT,3330,501,4,4,1,,1,1,,,,,,,,,,,,,"Saunders, Joy",,,,,
+LIT,3337,001,3,11,2,,,,,,,,,,,,,,,,"Wang, Mai",,,,,
+LIT,3338,001,,3,4,2,3,1,,,,,1,,,,,,1,,"Brecheisen, Davis",,,,,
+LIT,3339,001,5,3,1,1,2,,,1,,,,,,,,,1,,"Riley, Kristin N",,,,,
+LIT,4329,001,2,10,3,,,,,,,,,,,,,,,,"Wang, Mai",,,,,
+LIT,4329,002,,4,7,,,2,,,,,,,1,,,,,,"Greer, Erin E",,,,,
+LIT,4390,001,,17,,,,,,,,,,,,,,,,,"Brewer, Kenneth L",,,,,
+LIT,6308,002,,7,2,,,,,,,,,,2,,,,,,"Towner, Theresa M",,,,,
+LIT,6320,001,,7,2,1,,,,,,,,,,,1,,,,"Stone, Naomi S",,,,,
+LIT,6321,001,,9,,,,,,,,,,,1,,,,,,"Ogbaa, Maurine",,,,,
+LIT,7300,001,,13,,,,,,,,,,,,,1,,,,"Hatfield, Charles D",,,,,
+MAS,6102,051,,,,,,,,,,,,,,,,,1,58,"Siri, Brenda","Kedar, Devashish Jitendra","Shetty, Asmita","Nagpal, Pushkar","Tyagi, Rishabh","Ramanathan, Meera"
+MAS,6102,052,,,,,,,,,,,,,1,,,,1,51,"Wilkerson, Cassandra","Adeleye, Rhoda A","Das, Rudranil","Chavan, Siddhesh","Bhanushali, Riddhi Ashok","Elbanna, Kareem M"
+MAS,6102,053,,,,,,,,,,,,,,,,,3,44,"Razvi, Ali","Patidar, Manasvi","Balagopal, Bhavana","Ramanathan, Meera","Sonare, Mugdha R","Sajja, Venkateswarlu"
+MAS,6102,093,,,,,,,,,,,,,,,,,,10,"Razvi, Ali","Ramanathan, Meera","Sajja, Venkateswarlu",,,
+MAS,6102,0W1,,,,,,,,,,,,,1,,,,,12,"Chen, Tiffany",,,,,
+MAS,6102,551,,,,,,,,,,,,,1,,,,,39,"Webb, Brett","Mishra, Neeti","Nagpal, Pushkar","Sonare, Mugdha R","Subburam, Rubaasri","Balagopal, Bhavana"
+MAS,6102,552,,,,,,,,,,,,,,,,,1,43,"Tajahmadi, Ariana T","Agarwal, Vineet Vinod","Thite, Ankita","Khachane, Sharayu V","Bhardwaj, Rakshit","Gosavi, Aparna"
+MAS,6102,592,,,,,,,,,,,,,,,,,,26,"Wise, Alex G","Gosavi, Aparna","Bhardwaj, Rakshit",,,
+MAS,6102,SW1,,,,,,,,,,,,,2,,,,1,40,"Kim, Tommy C","Singh, Rana Udayveer",,,,
+MAS,6V98,001,,,,,,,,,,,,,,,,,,13,"Fierst, John","Widdifield, David S",,,,
+MATH,1306,001,2,4,3,1,5,3,3,,1,,,3,,,,,,,"Sutton, Julie","Randolph, Erika D",,,,
+MATH,1306,002,3,7,2,1,5,2,1,1,2,,,1,1,,,,,,"Sutton, Julie","Randolph, Erika D",,,,
+MATH,1314,001,1,1,3,1,3,1,3,1,1,1,,,2,,,,1,,"Alvarado, Iris",,,,,
+MATH,1314,002,2,2,4,4,2,2,,2,,1,1,,5,,,,,,"Alvarado, Iris",,,,,
+MATH,1314,003,1,2,1,,1,3,3,2,2,,1,,1,,,,3,,"Alvarado, Iris",,,,,
+MATH,1314,004,2,4,2,2,2,2,4,2,5,1,,2,7,,,,2,,"Alvarado, Iris",,,,,
+MATH,1316,001,6,3,3,2,3,3,2,,2,,1,1,1,,,,,,"Duruoha, Adannah",,,,,
+MATH,1316,002,2,5,6,2,6,2,2,3,2,,2,,6,,,,,,"Duruoha, Adannah",,,,,
+MATH,1325,002,4,6,3,2,3,4,3,6,5,1,2,1,6,,,,2,,"Patel, Jigarkumar S",,,,,
+MATH,1325,003,1,1,,5,3,2,4,5,10,3,1,1,2,,1,,5,,"Murza, Adrian C","Goni, Hazera",,,,
+MATH,1325,004,2,2,,5,6,7,3,5,7,1,1,,4,,,,1,,"Rakotomalala, Diarisoa Mihaja Andriamanisa",,,,,
+MATH,1325,005,1,2,3,3,4,4,2,4,5,2,1,1,9,,,,2,,"Biswas, Saikat",,,,,
+MATH,1325,006,4,10,5,5,3,2,2,3,4,2,1,,2,,,,3,,"Patel, Jigarkumar S",,,,,
+MATH,1325,007,1,,3,7,,2,2,4,3,2,2,,7,,,,2,,"Biswas, Saikat",,,,,
+MATH,1325,008,3,7,3,6,4,1,8,1,4,,,1,4,,,,2,,"Rakotomalala, Diarisoa Mihaja Andriamanisa",,,,,
+MATH,1325,501,,,2,3,3,6,4,4,7,4,2,2,5,,,,2,,"Rakotomalala, Diarisoa Mihaja Andriamanisa",,,,,
+MATH,1325,502,,1,2,3,,,4,2,1,,2,2,1,,2,,3,,"Murza, Adrian C","Anjum, Sharaf",,,,
+MATH,1326,001,,10,5,5,5,4,,2,6,1,1,1,1,,,,3,,"Foley, Manjula",,,,,
+MATH,1326,002,4,5,2,,7,3,3,7,8,,,1,2,,1,,,,"Kehoe, Joselle D",,,,,
+MATH,1326,003,8,9,6,6,3,,2,1,4,,2,,2,,,,1,,"Foley, Manjula",,,,,
+MATH,1326,004,2,4,3,3,7,3,2,,4,,,,5,,,,4,,"Mussa, Derege H",,,,,
+MATH,1326,005,9,7,4,3,5,1,2,4,4,,,,2,,,,1,,"Foley, Manjula",,,,,
+MATH,1326,006,9,5,5,5,1,2,2,6,1,,,,1,,,,,,"Akbar, Mohammad M",,,,,
+MATH,1326,007,2,11,5,4,5,,5,3,4,,,3,1,,,,1,,"Kehoe, Joselle D",,,,,
+MATH,1326,008,2,3,2,1,3,,4,1,3,,1,2,3,,,,4,,"Mussa, Derege H",,,,,
+MATH,1326,009,4,2,6,,6,3,1,3,5,,1,1,3,,,,6,,"Mussa, Derege H",,,,,
+MATH,1326,010,1,7,8,4,5,4,2,2,4,,1,,4,,,,2,,"Kehoe, Joselle D",,,,,
+MATH,1326,501,5,11,3,4,4,4,1,2,4,,2,1,1,,,,,,"Kehoe, Joselle D",,,,,
+MATH,2312,001,,2,7,1,,6,1,4,2,1,3,2,2,,,,,,"Murza, Adrian C","Williams, Matthew A",,,,
+MATH,2312,002,,2,4,2,4,2,3,3,4,1,2,,5,,,,3,,"Murza, Adrian C","Ranpati Dewage, Manjula Mahesh K",,,,
+MATH,2312,003,1,3,2,6,4,7,2,,2,1,,,2,,,,2,,"Martynova, Irina","Crane, Casey M",,,,
+MATH,2312,004,2,1,4,2,2,1,2,6,5,1,4,1,6,,,,,,"Martynova, Irina","Uddin, Md. Joshem",,,,
+MATH,2333,001,6,6,,1,3,3,,1,4,,1,1,1,,,,4,,"Rakotomalala, Diarisoa Mihaja Andriamanisa","Seiffert, Lucas",,,,
+MATH,2370,001,,2,2,1,3,,2,1,2,,1,1,3,,,,,,"Garrett, Bentley T","Seiffert, Lucas",,,,
+MATH,2413,001,,2,2,4,1,4,4,5,3,1,1,1,9,,,,2,,"Paudel, Ajaya B",,,,,
+MATH,2413,002,1,1,2,4,2,2,3,3,3,2,4,2,9,,,,1,,"Paudel, Ajaya B",,,,,
+MATH,2413,003,,1,2,2,3,3,5,1,3,,5,,6,,,,1,,"Cao, Yan",,,,,
+MATH,2413,004,1,1,3,3,5,3,1,3,4,1,2,,8,,,,,,"Cao, Yan",,,,,
+MATH,2413,005,1,1,,1,2,1,1,6,3,4,1,5,7,,,,1,,"Ding, Hui",,,,,
+MATH,2413,006,2,2,1,2,3,2,5,3,1,2,3,,8,,,,2,,"Wu, Cheyu",,,,,
+MATH,2413,007,2,2,5,1,4,4,6,2,6,,2,1,5,,,,,,"Nguyen, Mylinh T",,,,,
+MATH,2413,008,,1,,2,5,2,4,1,4,1,3,4,7,,,,,,"Ding, Hui",,,,,
+MATH,2413,009,1,4,4,4,1,,1,1,3,3,3,1,5,,,,1,,"Wu, Cheyu",,,,,
+MATH,2413,010,,2,4,1,1,3,3,2,4,3,2,1,12,,,,,,"Paudel, Ajaya B",,,,,
+MATH,2413,011,,1,2,3,6,3,3,2,4,1,3,1,9,,,,,,"Paudel, Ajaya B",,,,,
+MATH,2413,012,,,2,2,1,2,2,3,2,2,3,5,5,,,,1,,"Ding, Hui",,,,,
+MATH,2414,001,,1,,,2,4,4,4,8,1,1,1,9,,,,2,,"Liu, Runzhou",,,,,
+MATH,2414,002,1,3,5,,,,3,1,3,3,3,,12,,,,6,,"Tran, Anh T",,,,,
+MATH,2414,003,2,4,4,2,2,4,1,2,3,4,2,,6,,,,2,,"Tran, Anh T",,,,,
+MATH,2414,004,3,5,3,3,5,2,5,5,3,,1,,3,,,,2,,"Aman, Kelly C",,,,,
+MATH,2414,005,4,7,2,,3,4,4,3,4,1,3,,4,,,,,,"Sultana, Nasrin",,,,,
+MATH,2414,006,4,6,3,5,4,,3,6,2,,,1,4,,,,1,,"Sultana, Nasrin",,,,,
+MATH,2414,007,,3,,1,2,4,3,4,2,2,,1,15,,,,2,,"Liu, Runzhou",,,,,
+MATH,2414,008,,4,3,5,3,4,5,6,2,1,,2,4,,,,1,,"Garrett, Bentley T",,,,,
+MATH,2414,009,3,7,7,1,3,2,5,3,3,,1,,4,,,,,,"Duruoha, Adannah",,,,,
+MATH,2414,010,,3,7,3,1,3,4,3,6,,,1,7,,,,2,,"Sultana, Nasrin",,,,,
+MATH,2414,011,2,4,1,6,6,4,2,5,3,1,,1,5,,,,,,"Garrett, Bentley T",,,,,
+MATH,2414,012,,5,5,2,3,4,3,3,4,1,2,1,5,,,,,,"Garrett, Bentley T",,,,,
+MATH,2414,013,2,5,4,1,1,2,3,5,4,1,1,,11,,,,,,"Nguyen, Mylinh T",,,,,
+MATH,2414,014,1,4,1,3,4,5,3,3,6,1,,2,7,,,,,,"Sultana, Nasrin",,,,,
+MATH,2414,015,5,4,3,1,5,4,2,1,2,,1,1,10,,,,,,"Aman, Kelly C",,,,,
+MATH,2414,016,5,8,5,3,8,,4,2,2,1,,,1,,,,1,,"Duruoha, Adannah",,,,,
+MATH,2414,017,,3,2,2,2,3,2,2,1,1,2,3,14,,,,2,,"Liu, Runzhou",,,,,
+MATH,2414,018,2,5,4,3,6,1,2,5,4,1,1,1,4,,,,,,"Nguyen, Mylinh T",,,,,
+MATH,2414,019,,5,,3,5,3,2,4,3,1,,3,7,,,,2,,"Liu, Runzhou",,,,,
+MATH,2414,020,3,3,2,4,6,3,2,3,4,1,1,1,5,,,,2,,"Aman, Kelly C",,,,,
+MATH,2414,021,1,1,5,3,1,5,2,3,3,2,2,1,7,,,,3,,"Ding, Hui",,,,,
+MATH,2414,022,,3,,,2,,2,4,3,5,2,1,6,,,,,,"Eydelzon, Anatoly",,,,,
+MATH,2415,001,,6,6,2,5,3,3,1,3,4,2,3,6,,,,3,,"Eydelzon, Anatoly",,,,,
+MATH,2415,002,,4,5,2,7,2,8,3,5,1,2,1,5,,,,3,,"Martynova, Irina",,,,,
+MATH,2415,003,2,2,5,5,3,4,2,7,7,4,1,2,2,,,,,,"Martynova, Irina",,,,,
+MATH,2415,004,2,,2,5,4,3,6,3,2,,1,2,10,,,,2,,"Eydelzon, Anatoly",,,,,
+MATH,2417,001,1,,1,1,,,2,2,1,,,,7,,,,5,,"Ahsan, Mohammad K",,,,,
+MATH,2417,002,1,2,1,,7,5,,4,2,1,3,,2,,,,2,,"Dahal, Rabin",,,,,
+MATH,2417,003,,1,1,3,,2,4,3,2,2,2,1,8,,,,,,"Ohsawa, Tomoki",,,,,
+MATH,2417,004,1,,2,1,3,1,5,1,,2,,,10,,,,2,,"Ahsan, Mohammad K",,,,,
+MATH,2418,001,6,4,6,4,5,2,4,4,3,3,2,6,9,,,,7,,"Wu, Cheyu",,,,,
+MATH,2418,002,15,3,3,3,2,2,4,1,4,2,1,2,3,,,,,,"Makhijani, Neha",,,,,
+MATH,2418,003,7,3,2,3,3,4,5,2,3,3,1,5,7,,,,,,"Adabrah, Anani Komla",,,,,
+MATH,2418,004,9,4,2,4,2,8,2,4,5,1,2,2,3,,,,,,"Adabrah, Anani Komla",,,,,
+MATH,2418,005,11,4,7,7,6,4,4,2,4,3,3,2,8,,,,5,,"Makhijani, Neha",,,,,
+MATH,2418,006,6,4,5,7,5,3,7,3,1,3,4,4,15,,,,1,,"Arnold, Maxim",,,,,
+MATH,2418,007,8,,2,,7,4,3,4,3,1,1,4,4,,,,3,,"Adabrah, Anani Komla",,,,,
+MATH,2418,008,5,5,4,4,4,5,5,2,,3,2,4,9,,,,2,,"Wu, Cheyu",,,,,
+MATH,2418,501,7,2,4,4,4,3,3,1,3,1,2,2,14,,,,5,,"Arnold, Maxim",,,,,
+MATH,2418,502,3,1,2,2,2,2,2,3,4,,2,3,10,,,,4,,"Turi, Janos",,,,,
+MATH,2418,HN1,7,3,1,1,,1,,,,,,,,,,,2,,"Ramakrishna, Viswanath","Ranpati Dewage, Manjula Mahesh K",,,,
+MATH,2419,001,8,4,7,5,6,3,4,2,2,,2,,4,,,,,,"Dahal, Rabin",,,,,
+MATH,2419,002,2,3,6,4,3,8,6,1,4,1,1,3,4,,,,2,,"Dahal, Rabin",,,,,
+MATH,2419,003,4,1,5,3,5,3,1,3,,1,1,1,6,,,,1,,"Ahsan, Mohammad K",,,,,
+MATH,2419,004,2,4,4,3,3,8,2,4,1,3,,1,5,,,,3,,"Ahsan, Mohammad K",,,,,
+MATH,2419,HN1,7,5,2,,1,,,,,,,,,,,,,,"Williams, Nathan F","Murad, Mohammad Hassan",,,,
+MATH,2420,001,2,5,3,1,4,,,1,7,,,,,,,,2,,"Patel, Jigarkumar S",,,,,
+MATH,2420,002,5,2,7,8,8,2,3,5,6,,1,,,,,,,,"Makarenkov, Oleg",,,,,
+MATH,2420,003,2,4,2,3,5,2,2,3,8,,5,,,,,,2,,"Makarenkov, Oleg",,,,,
+MATH,2420,004,6,10,7,2,6,2,2,5,5,,1,,,,,,1,,"Rachinskiy, Dmitry",,,,,
+MATH,3310,001,6,9,6,3,3,5,4,,1,,1,,1,,,,,,"Dabkowski, Malgorzata A","Gettemy, Aidan R",,,,
+MATH,3310,002,4,9,10,5,6,2,2,1,2,,,,,,,,1,,"Dabkowski, Malgorzata A","Gettemy, Aidan R",,,,
+MATH,3311,001,1,2,2,2,1,2,1,3,,,,1,1,,,,,,"Dabkowski, Malgorzata A","Rawat, Richa",,,,
+MATH,3311,002,4,2,1,5,4,,3,,,,,,,,,,,,"Dabkowski, Malgorzata A","Gettemy, Aidan R",,,,
+MATH,3312,001,5,2,,,,,1,3,2,,1,,2,,1,,,,"Arreche Aguayo, Carlos E","Babbitt, Matthew W",,,,
+MATH,3315,001,9,16,13,4,4,2,,1,,,,,3,,,,2,,"Williams, Nathan F","Stack, Jason C",,,,
+MATH,3351,001,5,5,,2,9,1,2,6,5,,,3,4,,,,3,,"McKeown, Stephen","Liu, Jingzhou",,,,
+MATH,3351,002,4,13,15,3,2,2,1,,,,,,,,,,1,,"Krawcewicz, Wieslaw Z","Liu, Jingzhou",,,,
+MATH,3379,001,1,5,,,4,1,1,1,2,1,,,3,,,,1,,"Conlon, Ronan",,,,,
+MATH,3380,001,2,4,,1,5,,2,2,,,1,,2,,,,1,,"McKeown, Stephen","Kushtagi, Sri Rama Chandra",,,,
+MATH,4302,001,,8,7,1,1,1,,1,1,,,,2,,,,,,"Dabkowski, Mieczyslaw K","Sinha Roy, Sushmita",,,,
+MATH,4302,002,3,6,4,6,,3,1,1,,,1,,,,,,,,"Dabkowski, Mieczyslaw K","Sinha Roy, Sushmita",,,,
+MATH,4332,501,22,7,6,5,1,2,2,,2,,,,1,,,,,,"Adabrah, Anani Komla","Wasala Mudiyanselage, Indrajith K",,,,
+MATH,4334,001,1,1,3,5,2,,,1,3,1,,1,,,,,,,"Biswas, Saikat","Cao, Jianpeng",,,,
+MATH,4334,501,2,,3,2,2,1,,1,2,,,,,,,,1,,"Biswas, Saikat","Cao, Jianpeng",,,,
+MATH,4355,001,4,3,2,3,,,2,2,1,1,,1,3,,,,2,,"Ramakrishna, Viswanath","Hasija, Jyoti",,,,
+MATH,4362,001,3,6,,,6,,,2,1,,,,2,,,,,,"Zweck, John W","Malhotra, Sakshi",,,,
+MATH,5303,001,,15,3,1,1,,,,,,,,,,,,,,"Eydelzon, Anatoly","Malhotra, Sakshi",,,,
+MATH,6302,501,,2,10,4,3,,,,,,,,,,,,1,,"Krawcewicz, Wieslaw Z","Mitra, Arnaja",,,,
+MATH,6303,001,,7,7,2,2,1,,,,,,,3,,,,,,"Conlon, Ronan",,,,,
+MATH,6310,001,,11,,6,4,2,,,,,,,,,,,1,,"Coskunuzer, Baris","Tola, Astrit",,,,
+MATH,6312,001,,12,4,,2,2,,,,,,,3,,,,1,,"Arreche Aguayo, Carlos E","Babbitt, Matthew W",,,,
+MATH,6321,001,,11,5,1,,,,,,,,,,,,,,,"Turi, Janos",,,,,
+MATH,6322,501,,3,7,2,3,2,1,,,,,,,,1,,,,"Ramakrishna, Viswanath",,,,,
+MATH,6340,001,,3,2,1,3,3,,,,,,,,,,,,,"Minkoff, Susan E",,,,,
+MECH,1208,0W1,26,46,35,16,11,8,4,1,3,,,,,,,,,,"Fadda, Dani Z","Thamban, P L Stephan","Chowdhury, Mohammed Al-Evan",,,
+MECH,2120,101,4,3,8,3,1,,,,1,,,,2,,,,,,"Lu, Hongbing","Srivastava, Rajat",,,,
+MECH,2120,102,2,6,4,5,3,1,,,,,,,,,,,,,"Lu, Hongbing","Srivastava, Rajat",,,,
+MECH,2120,103,3,11,4,1,1,,1,,,,,,1,,,,,,"Lu, Hongbing","Nambiar, Visakhan V",,,,
+MECH,2120,104,6,5,4,1,1,,2,,,,,,2,,,,,,"Lu, Hongbing","Nambiar, Visakhan V",,,,
+MECH,2120,105,13,6,1,,,,,,,,,,,,,,,,"Lu, Hongbing","Felicio Perruci, Gustavo",,,,
+MECH,2310,001,2,1,,,2,,,5,,,1,,3,,,,1,,"Kumar, Golden",,,,,
+MECH,2310,002,3,4,1,6,6,4,1,4,3,4,5,1,3,,,,1,,"Thamban, P L Stephan","Ravichander, Bharath Bhushan",,,,
+MECH,2320,002,3,2,6,1,10,3,,1,,,,,,,,,,,"Ryu, ILL","Nguyen, Phu Cuong","Mannan, Musa Ibne",,,
+MECH,2320,003,3,9,8,1,7,6,6,11,3,,1,,3,,,,2,,"Leem, Juyoung","Mannan, Musa Ibne",,,,
+MECH,2330,001,2,4,,6,6,,1,2,,,4,,,,,,1,,"Ni, Xinchen",,,,,
+MECH,2330,002,2,8,3,6,3,9,7,5,5,4,6,2,,,,,,,"Thamban, P L Stephan","Miles, Drew",,,,
+MECH,2340,001,,14,7,3,3,1,4,5,1,,,,1,,,,,,"Hart, Robert A","Chen, Justin",,,,
+MECH,3105,101,4,5,5,5,4,6,4,3,,3,1,,2,,,,,,"Rios, Oziel","Mao, Zhiqi",,,,
+MECH,3105,102,6,7,14,6,4,4,3,4,5,,1,,4,,,,,,"Rios, Oziel","Mao, Zhiqi",,,,
+MECH,3115,101,,10,11,2,,,,,,,,,,,,,,,"Jin, Yaqing","Gong, Pengyao",,,,
+MECH,3115,102,8,14,,,,,,,,,,,,,,,,,"Jin, Yaqing","Zani, Md. Rafsan",,,,
+MECH,3115,103,16,1,3,,,1,,1,,,,,,,,,,,"Jin, Yaqing","Charles, Daniel",,,,
+MECH,3115,104,,8,13,1,,,,,,,,,,,,,,,"Jin, Yaqing","Bhamitipadi Suresh, Dhanush",,,,
+MECH,3115,105,4,,11,3,3,,,,,,,,,,,,,,"Jin, Yaqing","Gong, Pengyao",,,,
+MECH,3115,106,12,5,4,1,,,,,,,,,,,,,,,"Jin, Yaqing","Zani, Md. Rafsan",,,,
+MECH,3120,101,4,5,,7,5,,,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O",,,
+MECH,3120,102,1,7,,10,3,1,,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O",,,
+MECH,3120,104,4,4,,3,1,3,1,,,,,,,,,,,,"Hassanipour, Fatemeh","Gutierrez Pua, Lizeth D","Olapojoye, Abdullahi O",,,
+MECH,3150,101,,14,20,12,5,3,3,4,1,,1,,1,,,,1,,"Park, Wooram","Li, Benquan",,,,
+MECH,3150,102,1,17,10,12,7,6,3,2,2,,,,,,,,,,"Park, Wooram","Li, Benquan",,,,
+MECH,3305,0W1,3,14,6,8,14,12,12,7,5,2,1,2,10,,,,1,,"Fadda, Dani Z","Ovy, S M Al Islam",,,,
+MECH,3310,001,,,2,2,5,3,4,3,,,1,1,3,,,,,,"Anderson, William C","Keewan, Ashraf Z",,,,
+MECH,3310,0H1,9,8,9,7,9,8,7,5,4,,1,,1,,,,2,,"Ouyang, Hui","Chowdhury, Md Tareq",,,,
+MECH,3315,001,1,2,2,7,15,9,1,6,8,3,4,1,4,,,,1,,"Anderson, William C","Keewan, Ashraf Z",,,,
+MECH,3320,001,8,5,6,6,4,5,9,5,8,,4,,4,,,,4,,"You, Seung M","Rahimi, Hootan",,,,
+MECH,3320,002,4,11,12,6,10,8,7,3,3,,2,,1,,1,,2,,"Dai, Xianming","Wyke, Kuwin",,,,
+MECH,3340,001,5,16,8,8,11,5,5,1,2,,,,3,,1,,,,"Li, Yaoyu","Naseri, Mohammadamin",,,,
+MECH,3340,002,5,25,3,1,19,3,1,5,,,,,3,,,,,,"Koeln, Justin P",,,,,
+MECH,3350,001,10,3,4,8,7,10,2,10,3,5,1,,6,,,,1,,"Rios, Oziel","Edwards, Shanae L",,,,
+MECH,3351,001,2,8,,4,7,,2,2,,,,,1,,,,1,,"Kumar, Golden",,,,,
+MECH,3351,002,6,5,9,13,12,15,11,3,,,,1,,,,,,,"Bernal Montoya, Rodrigo A","Hossain, Al-Mustasin A",,,,
+MECH,3360,002,,12,8,19,17,8,3,2,,,,,,,,,1,,"Minary-Jolandan, Majid","Jiao, Yuxin",,,,
+MECH,4110,102,2,5,2,1,4,1,1,,,,,,1,,,,,,"Koeln, Justin P","Shaikh, Juned","Gomez, Alexander M",,,
+MECH,4110,103,1,3,,,1,1,2,,2,,,,1,,,,,,"Koeln, Justin P","Gomez, Alexander M","Shaikh, Juned",,,
+MECH,4110,104,,4,2,,2,3,1,,,,,,1,,,,,,"Koeln, Justin P","Shaikh, Juned","Gomez, Alexander M",,,
+MECH,4110,106,1,,1,2,1,1,,,2,,,,2,,,,,,"Koeln, Justin P","Gomez, Alexander M","Shaikh, Juned",,,
+MECH,4310,002,,7,5,2,8,13,2,8,4,,2,,4,,,,2,,"Summers, Tyler H","You, Shilin",,,,
+MECH,4342,001,1,2,,3,4,4,2,1,,,,,1,,,,,,"Park, Wooram","Lagria, Joshua Benedict M",,,,
+MECH,4365,001,,14,1,2,1,1,,,,,,,3,,,,3,,"Zhang, Jie",,,,,
+MECH,4381,001,,11,,,8,,,,,,,,,,,,,,"Hart, Robert A",,,,,
+MECH,4382,001,5,49,23,10,12,2,4,1,1,,,,,,,,,,"Hart, Robert A","Tjahjono, Nathaniel S",,,,
+MECH,4V95,002,,3,4,3,1,1,1,,1,,,,,,,,,,"Minary-Jolandan, Majid",,,,,
+MECH,4V95,003,2,13,11,15,7,4,1,2,1,1,,1,1,,,,1,,"Li, Wei","Mysore Nagaraja, Kishore",,,,
+MECH,4V95,004,7,9,1,,,,,,,,,,,,,,,,"Miller, Kristin S",,,,,
+MECH,4V95,006,,4,3,,2,3,,,,,,,,,,,,,"Rios, Oziel",,,,,
+MECH,4V95,009,,8,6,3,,,,,,,,,,,,,,,"Ni, Xinchen",,,,,
+MECH,4V95,0W1,1,5,4,7,7,10,5,5,1,,,,,,,,1,,"Fadda, Dani Z","Bizhan Pour, Ali",,,,
+MECH,4V95,501,1,4,7,2,4,4,3,,,,,,,,3,,,,"Tadesse, Yonas T","Matharu, Pawandeep S",,,,
+MECH,6309,001,,5,5,4,3,2,,,,,,,,,,,,,"Park, Wooram",,,,,
+MECH,6314,001,,9,1,,9,2,,2,,,,,,,,,1,,"Spong, Mark W",,,,,
+MECH,6317,001,,10,,,3,,,,,,,,,,,,,,"Spong, Mark W",,,,,
+MECH,6323,001,,7,,,1,1,,,,,,,,,,,1,,"Zare, Armin",,,,,
+MECH,6327,001,,12,1,2,2,,,,,,,,,,,,,,"Summers, Tyler H",,,,,
+MECH,6333,001,,16,6,3,9,4,1,1,,,,,,,,,1,,"Malik, Arif S",,,,,
+MECH,6334,001,,6,7,6,,1,,,,,,,,,,,,,"Tadesse, Yonas T",,,,,
+MECH,6336,002,,11,4,,,,,,,,,,,,,,,,"Minary-Jolandan, Majid",,,,,
+MECH,6339,001,,6,3,2,,1,,1,,,,,,,,,,,"Griffith, Daniel T",,,,,
+MECH,6347,001,,4,,,3,2,1,3,,,,,,,,,,,"Pourkamali Anaraki, Siavash","Nikfarjam, Hamed",,,,
+MECH,6353,001,,8,2,1,,,,,,,,,,,,,,,"Qian, Dong",,,,,
+MECH,6373,001,,5,2,4,1,1,,3,,,,,,,,,,,"You, Seung M",,,,,
+MECH,6377,001,,10,1,,,,,,,,,,,,,,,,"Xiong, Guoping",,,,,
+MECH,6V49,001,,5,1,2,1,,,1,,,,,2,,,,,,"Reynolds, Samuel E",,,,,
+MECH,6V49,501,,6,4,,,1,,,,,,,,,,,,,"Tadesse, Yonas T","Matharu, Pawandeep S",,,,
+MECH,7393,001,,11,1,,,,,,,,,,,,,,,,"Xu, Yanwen",,,,,
+MECH,8V70,014,,,,,,,,,,,,,,,,,,10,"Lu, Hongbing",,,,,
+MECO,6303,001,,9,7,4,5,2,2,1,,,,,,,,,1,,"Liebowitz, Stanley J","Gollapudi, Ravindra",,,,
+MECO,6303,0W1,,16,10,5,11,7,4,,,,,,,,,,1,,"Lewin, Peter",,,,,
+MECO,6303,GW1,,10,14,3,5,2,,,,,,,1,,,,1,,"Kiser, Stephen L",,,,,
+MECO,6350,001,,1,4,2,2,3,1,,,,,,,,,,1,,"Hyndman, Kyle B",,,,,
+MIS,6009,001,,,,,,,,,,,,,,,,,,18,"Thouin, Mark F",,,,,
+MIS,6009,091,,,,,,,,,,,,,,,,,,21,"Thouin, Mark F",,,,,
+MIS,6302,001,,14,18,14,8,,,,,,,,,,,,2,,"Gondhalekar, Vasant","Tiwari, Ragini",,,,
+MIS,6302,0W1,,7,20,3,,,,,,,,,,,,,,,"Alkhudari, May","Panchal, Dhawal U",,,,
+MIS,6308,001,,22,14,8,6,,,,,,,,,,,,,,"Srikanth, Kannan","Kalakonda, Mounika",,,,
+MIS,6308,003,,31,9,5,3,2,,,,,,,,,,,,,"Sivaramakrishnan, Sriram","Shah, Dharmit N",,,,
+MIS,6308,004,,6,7,8,5,2,3,5,,,,,,,,,,,"Thomas, Sunela","Gorre, Rakshith Reddy",,,,
+MIS,6308,005,,7,7,11,7,8,2,6,,,,,,,,,,,"Thomas, Sunela","Gorre, Rakshith Reddy",,,,
+MIS,6308,0W1,,28,4,3,12,,,,,,,,,,,,,,"Raghunathan, Srinivasan","Yan, Zhen",,,,
+MIS,6309,001,,26,5,21,7,3,1,,,,,,,,,,,,"Islam, Naser","Tomar, Geetanjali",,,,
+MIS,6309,0W1,,18,,10,10,1,1,3,,,,,1,,,,,,"Islam, Naser","Tomar, Geetanjali",,,,
+MIS,6309,501,,32,1,14,10,,,4,,,,,,,,,,,"Islam, Naser","Tomar, Geetanjali",,,,
+MIS,6309,502,,10,10,8,7,,,,,,,,,,,,,,"Damra, Wael",,,,,
+MIS,6309,S01,,7,5,4,4,,,,,,,,1,,,,,,"Damra, Wael",,,,,
+MIS,6313,0W1,,29,,,27,,,1,,,,,1,,,,2,,"Sarkar, Sumit","Xue, Zhaokun",,,,
+MIS,6313,MBC,,44,,,,,,,,,,,,,,,,,"Sivaramakrishnan, Sriram","Shah, Dharmit N",,,,
+MIS,6313,XW1,,9,4,2,5,,,,,,,,,,,,,,"Wiant, Russell",,,,,
+MIS,6319,0W1,,2,,,10,,,6,,,,,,,,,,,"Thompson, Luell O","Krovvidi, Sri Sai Satya Srinivas",,,,
+MIS,6319,501,,12,,,10,,,9,,,,,,,,,,,"Thompson, Luell O","Krovvidi, Sri Sai Satya Srinivas",,,,
+MIS,6324,0W1,,12,7,7,7,2,,,,,,,,,,,,,"Menon, Syam S","Ghosh, Debapratim",,,,
+MIS,6326,0W1,,5,4,2,4,,,,,,,,1,,,,,,"Ryu, Young U","Bachkaniwala, Jayraj",,,,
+MIS,6330,0W1,,13,10,7,6,2,1,1,,,,,,,,,,,"Cavusoglu, Huseyin","Goswami, Garima",,,,
+MIS,6330,501,,15,13,12,3,,,1,,,,,1,,,,,,"Ivaschenko, Alex I","Katakam, Divya Bala Sunaina",,,,
+MIS,6332,5W1,,21,,,5,,,,,,,,,,,,,,"Thompson, Luell O","Krovvidi, Sri Sai Satya Srinivas",,,,
+MIS,6333,001,,4,14,21,12,4,1,,,,,,,,1,,1,,"Shroff, Tejas N","Chilukuri, Dheeraj R",,,,
+MIS,6337,001,,6,2,7,7,,,,,,,,,,,,,,"Mauriello, Joseph A","Tran, Bao G",,,,
+MIS,6339,501,,9,3,1,,2,,,,,,,,,,,,,"Kromer, Jeffrey R","Li, Catherine X",,,,
+MIS,6344,501,,9,10,5,7,7,1,2,,,,,,,,,,,"Maru, Vatsal K","Tiwari, Ragini",,,,
+MIS,6344,5W1,,4,11,3,12,2,2,,,,,,,,,,,,"Maru, Vatsal K","Tiwari, Ragini",,,,
+MIS,6346,001,,17,12,11,3,,,,,,,,,,,,,,"El-Youssef, Rami","Memon, Muhammad Shahab",,,,
+MIS,6346,002,,13,9,3,5,,,,,,,,,,,,,,"El-khodari, Gasan E","Bhadalia, Raj",,,,
+MIS,6346,0W1,,9,2,20,,,,,,,,,,,,,,,"Perez, Jerry",,,,,
+MIS,6346,501,,16,7,5,5,,,,,,,,,,,,,,"El-khodari, Gasan E","Bhadalia, Raj",,,,
+MIS,6346,502,,12,3,9,7,,,,,,,,,,,,,,"El-Youssef, Rami","Memon, Muhammad Shahab",,,,
+MIS,6346,503,,10,17,6,3,,,,,,,,,,,,,,"El-Youssef, Rami","Memon, Muhammad Shahab",,,,
+MIS,6346,504,,16,8,6,5,,,,,,,,,,,,,,"Kamalzadeh, Hossein","Dasagrandhi, Veda Swaroop",,,,
+MIS,6349,002,,17,29,11,4,,,,,,,,,,,,,,"Aria, Reza","Srinivas, Rohan",,,,
+MIS,6349,003,,36,13,5,3,2,,2,,,,,,,,,,,"Aria, Reza","Srinivas, Rohan",,,,
+MIS,6349,5W1,,17,13,6,1,1,,,,,,,1,,,,,,"Short, Kevin P","Gupta, Shubhrata",,,,
+MIS,6356,003,,8,5,,,,,,,,,,,,,,,,"Sun, Shujing","Gunna, Rajavardhan Reddy",,,,
+MIS,6356,501,,10,10,3,5,,,,,,,,,,,,,,"Lee, Heeseung","Tahir, Rimsha",,,,
+MIS,6356,502,,8,4,2,3,,,,,,,,,,,,,,"Lee, Heeseung","Tahir, Rimsha",,,,
+MIS,6360,0W1,,23,20,3,4,3,,2,,,,,,,,,,,"Thouin, Mark F","Srinivas, Rohan",,,,
+MIS,6363,002,,14,10,7,11,12,4,2,,,,,,,,,,,"Song, Liugen",,,,,
+MIS,6363,003,,22,21,8,1,5,2,,,,,,,,,,,,"Nasir, Kamal","Nalari, Nishma",,,,
+MIS,6363,0W1,,47,5,1,1,2,,,,,,,,,,,1,,"Calisir, Engin","Sasanapuri, Venkata Giri",,,,
+MIS,6363,501,,30,10,10,4,2,2,1,,,,,,,,,,,"Song, Liugen",,,,,
+MIS,6363,502,,25,5,5,2,8,5,4,,,,,1,,,,1,,"Ganesan, Sankaranarayanan","Sasanapuri, Venkata Giri",,,,
+MIS,6363,S01,,9,8,7,5,,,,,,,,,,,,,,"Raheem, Abdul",,,,,
+MIS,6369,501,,7,15,7,8,2,2,3,,,,,,,,,,,"Subramoniam, Ramesh","Somasundaram, Saisubramanian",,,,
+MIS,6373,501,,26,33,1,,1,1,,,,,,,,,,,,"Ginevich, Rostislav A","Katakam, Divya Bala Sunaina",,,,
+MIS,6374,001,,6,7,4,1,,,,,,,,,,,,,,"Shrivastava, Prakash C","Bachkaniwala, Jayraj",,,,
+MIS,6375,501,,1,4,7,1,,,,,,,,,,,,,,"Shah, Rajiv R","Sharma, Neeru M","Kulkarni, Chinmay",,,
+MIS,6375,502,,2,3,6,4,8,,,,,,,,,,,,,"Nichols, Paul M",,,,,
+MIS,6378,001,,48,8,1,2,,,1,,,,,,,,,,,"Thanawalla, Moyez","Chandnani, Gitika Ramesh",,,,
+MIS,6378,002,,34,9,5,3,,1,,,,,,1,,,,1,,"Thanawalla, Moyez","Chandnani, Gitika Ramesh",,,,
+MIS,6380,001,,6,8,4,3,5,,2,,,,,1,,,,,,"Bradbury, Judd D","Suryawanshi, Swapnal Sunil",,,,
+MIS,6380,002,,28,3,11,7,,,2,,,,,,,,,,,"Islam, Naser","Pathania, Arjun Singh",,,,
+MIS,6380,003,,10,12,3,5,3,3,2,,,,,2,,,,,,"Bradbury, Judd D","Suryawanshi, Swapnal Sunil",,,,
+MIS,6380,004,,27,5,10,8,,,1,,,,,,,,,,,"Islam, Naser","Pathania, Arjun Singh",,,,
+MIS,6380,0W1,,5,7,8,7,1,4,1,,,,,2,,,,,,"Bradbury, Judd D","Suryawanshi, Swapnal Sunil",,,,
+MIS,6380,501,,29,3,13,7,1,1,,,,,,,,,,,,"Islam, Naser","Pathania, Arjun Singh",,,,
+MIS,6380,SW1,,3,2,4,1,1,,1,,,,,,,,,,,"Bradbury, Judd D",,,,,
+MIS,6382,001,,15,7,8,4,6,5,4,,,,,,,,,,,"Wang, Hongchang","Panchal, Dhawal U",,,,
+MIS,6382,002,,14,12,5,5,2,2,5,,,,,,,,,1,,"Wang, Hongchang","Panchal, Dhawal U",,,,
+MIS,6382,003,,13,17,8,2,4,,,,,,,,,,,1,,"Neouchi, Rabih","Pinnaka, Megha Sai Sree",,,,
+MIS,6382,501,,6,5,14,6,9,2,6,,,,,1,,,,,,"Wang, Hongchang","Panchal, Dhawal U",,,,
+MIS,6382,502,,10,5,8,4,1,,,,,,,,,,,,,"Neouchi, Rabih","Pinnaka, Megha Sai Sree",,,,
+MIS,6382,503,,5,8,6,5,2,,,,,,,,,,,,,"Neouchi, Rabih","Pinnaka, Megha Sai Sree",,,,
+MIS,6389,001,,21,8,4,3,3,1,3,,,,,1,,,,,,"Calisir, Engin","Sasanapuri, Venkata Giri",,,,
+MIS,6389,501,,4,16,15,17,4,1,1,,,,,1,,,,,,"Koonjbearry, Karmaueer","Gullapalli, Lokesh",,,,
+MIS,6392,001,,4,8,2,3,,,1,,,,,,,,,,,"Mehra, Amit","Mungi, Swapnil",,,,
+MIS,6392,0W1,,,2,5,1,,,2,,,,,,,,,,,"Mehra, Amit","Mungi, Swapnil",,,,
+MIS,6392,501,,4,4,4,,1,,,,,,,,,,,,,"Koju, Vijay","Batchala, Shashank Prapoorna",,,,
+MIS,6393,001,,31,24,2,,,,1,,,,,,,,,,,"Lowe, Florence","Dhande, Pratik V",,,,
+MIS,6393,002,,14,16,18,11,1,,,,,,,,,,,,,"Gondhalekar, Vasant","Tiwari, Ragini",,,,
+MIS,6393,501,,12,6,3,3,1,,,,,,,,,,,,,"Bose, Ashim","Shah, Dharmit N",,,,
+MIS,6393,502,,7,9,6,,,,,,,,,,,,,,,"Varshney, Manisha",,,,,
+MIS,6396,001,,5,4,2,3,1,,3,,,,,,,,,,,"Hefley, William E","Dhande, Pratik V",,,,
+MIS,6396,501,,5,2,4,2,1,,,,,,,,,,,,,"Hefley, William E","Dhande, Pratik V",,,,
+MIS,6398,001,,12,7,,,,,,,,,,,,,,1,,"Aria, Reza","Sirsat, Disha",,,,
+MIS,6V98,001,,,,,,,,,,,,,,,,,,170,"Thouin, Mark F",,,,,
+MIS,6V98,091,,,,,,,,,,,,,,,,,,22,"Thouin, Mark F",,,,,
+MIS,6V99,001,,44,9,2,3,2,,,,,,,,,,,1,,"Aria, Reza","Srinivas, Rohan",,,,
+MIS,6V99,501,,3,3,3,3,4,2,1,,,,,,,,,1,,"Shroff, Tejas N","Chilukuri, Dheeraj R",,,,
+MIS,7220,001,,9,1,,,,,,,,,,,,,,,,"Jacob, Varghese S","Martinez, Sabrina N",,,,
+MKT,3300,001,26,5,6,10,9,2,2,,,,,,,,,,,,"Jameei Osgouei, Ata",,,,,
+MKT,3300,002,23,15,5,11,4,1,,1,,,,,,,,,,,"Jameei Osgouei, Ata",,,,,
+MKT,3300,003,31,5,2,4,2,2,2,,,,,,,,,,,,"Saremi, Ehsan",,,,,
+MKT,3300,004,19,14,5,3,2,1,2,,,,,,,,,,,,"Alavi, Seyyedeh Soogand",,,,,
+MKT,3300,005,4,14,24,5,4,1,1,2,,1,,,1,,,,2,,"Haseman, Charles T","Salehi Heidari, Samira","Haworth, Julie B",,,
+MKT,3300,006,16,11,5,10,6,,,,,,,,,,,,,,"Roshangarzadeh, Reza",,,,,
+MKT,3300,007,24,6,5,5,7,,,,,,,,,,,,1,,"Roshangarzadeh, Reza",,,,,
+MKT,3300,008,15,23,7,5,4,4,1,,,,,,1,,,,,,"Kong, Xinyao","Malhi, Asha K",,,,
+MKT,3300,009,17,21,7,5,,7,2,,,1,,,,,,,,,"Kong, Xinyao","Malhi, Asha K",,,,
+MKT,3300,010,,5,2,5,6,2,10,9,,7,1,,,,,,1,,"Rajaratnam, Daniel",,,,,
+MKT,3300,011,1,1,7,4,15,1,3,6,,1,1,1,2,,,,1,,"Wu, Fang","Yu, Tongpu",,,,
+MKT,3300,012,2,6,13,12,5,9,2,2,3,,2,,3,,,,3,,"Meda, Edward","Adep, Pravin Ravindra","Choi, Eunsung","Salehi Heidari, Samira",,
+MKT,3300,0E1,3,9,6,3,3,2,1,1,3,1,4,,4,,,,,,"Meda, Edward","Adep, Pravin Ravindra","Choi, Eunsung","Salehi Heidari, Samira",,
+MKT,3300,0W1,,6,8,10,12,7,4,,,1,,,1,,,,,,"Pahwa, Parneet","Sanzgiri, Kush Abhijit",,,,
+MKT,3300,0W2,,4,5,10,13,9,6,2,,,,,,,,,1,,"Wu, Fang","Yu, Tongpu",,,,
+MKT,3300,501,30,2,3,1,2,2,,1,1,,,2,,,,,,,"Johnson, Quincy",,,,,
+MKT,3300,502,4,10,9,5,7,7,1,,2,2,,,,,,,,,"Meda, Edward","Adep, Pravin Ravindra","Choi, Eunsung",,,
+MKT,3300,HON,10,33,13,2,,,,,,,,,,,,,,,"Egeland, Rita E",,,,,
+MKT,3320,001,,3,11,10,13,5,5,,,,,1,,,,,,,"Wu, Fang","Yu, Tongpu",,,,
+MKT,3330,001,3,6,5,4,3,5,1,,,,1,,2,,,,,,"Amirpour, Semiramis",,,,,
+MKT,3330,002,1,10,7,2,3,3,,,2,1,1,,,,,,,,"Amirpour, Semiramis",,,,,
+MKT,3330,003,,9,11,5,2,1,,1,1,,,,,,,,,,"Amirpour, Semiramis",,,,,
+MKT,3330,004,2,9,8,3,2,2,,,,1,,1,,,,,1,,"Amirpour, Semiramis",,,,,
+MKT,3330,501,1,4,9,1,3,3,,1,1,,1,,1,,,,2,,"Baig, Muhammad J",,,,,
+MKT,3340,001,3,11,4,13,18,3,4,3,,1,,,,,,,,,"Zhang, Wensi","Choi, Eunsung",,,,
+MKT,3340,501,2,12,3,7,7,,5,2,,2,,,,,,,,,"Zhang, Wensi","Choi, Eunsung",,,,
+MKT,4090,091,,,,,,,,,,,,,,20,,,,,"Haworth, Julie B",,,,,
+MKT,4330,001,3,14,10,2,2,5,1,1,1,,,,1,,,,,,"Clifton, Scott W",,,,,
+MKT,4330,0W1,4,6,4,4,7,12,2,1,2,,1,2,1,,,,,,"Edsel, Alexander D",,,,,
+MKT,4330,0W2,8,8,8,5,6,4,1,4,,1,1,2,,,,,1,,"Edsel, Alexander D",,,,,
+MKT,4331,001,4,10,3,1,2,,,1,,,2,1,1,,,,4,,"Dover, Howard F",,,,,
+MKT,4331,003,,4,6,,2,,,3,1,,1,1,6,,,,2,,"Dover, Howard F",,,,,
+MKT,4332,001,3,11,2,1,1,1,,1,,,1,,,,,,2,,"Dover, Howard F",,,,,
+MKT,4333,001,,,2,,1,,1,3,1,,2,,,,,,,,"Fatehi, Soraya","Pinto, Shayne",,,,
+MKT,4334,001,1,14,11,21,6,3,,1,,,,,,,,,,,"Pahwa, Parneet","Sanzgiri, Kush Abhijit",,,,
+MKT,4335,001,8,13,1,,,,,,,,,,,,,,,,"Haseman, Charles T","Salehi Heidari, Samira","Haworth, Julie B",,,
+MKT,4336,501,4,20,6,2,,2,2,,,,,,,,,,,,"Haseman, Charles T","Salehi Heidari, Samira","Haworth, Julie B",,,
+MKT,4337,001,7,15,14,6,1,1,,,,,,,,,,,,,"Haworth, Julie B","Shukla, Robin V",,,,
+MKT,4338,501,,28,,,3,,,1,,,,,,,,,,,"Dickinson, Keith H",,,,,
+MKT,4340,001,,1,6,8,5,4,4,3,4,,,,,,,,1,,"Kirk-Rolley, Lori",,,,,
+MKT,4350,001,1,3,7,1,8,10,2,4,,,2,,,,,,,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,4360,001,24,24,7,1,3,,,,,,,,,,,,,,"Haworth, Julie B","Shukla, Robin V","Shah, Sarjil Premal",,,
+MKT,4360,501,24,28,6,,1,,,,,,,,,,,,,,"Johnson, Quincy",,,,,
+MKT,4360,503,16,12,16,10,1,4,,,,,,,,,,,,,"Albrecht, Maria",,,,,
+MKT,4395,001,1,20,24,3,1,,,,,,,,,,,,,,"Egeland, Rita E",,,,,
+MKT,4V90,093,,,,,,,,,,,,,,19,,,,,"Haworth, Julie B",,,,,
+MKT,6301,001,,12,1,2,8,1,2,4,,,,,2,,,,,,"Rajaratnam, Daniel",,,,,
+MKT,6301,0W1,,18,3,4,10,6,,,,,,,1,,,,2,,"Pahwa, Parneet","Sanzgiri, Kush Abhijit",,,,
+MKT,6301,0W2,,13,4,4,12,5,4,2,,,,,,,,,,,"Kumar, Nanda S","Nozari, Salar",,,,
+MKT,6301,501,,11,6,13,6,,,,,,,,3,,,,,,"Jain, Sanjay","Wang, Lingbo",,,,
+MKT,6301,502,,11,8,17,8,,,,,,,,,,,,,,"Jain, Sanjay","Wang, Lingbo",,,,
+MKT,6301,AW1,,18,,,,,,,,,,,,,,,,,"Reichmuth, Gary",,,,,
+MKT,6301,CW1,,28,,,2,,,,,,,,,,,,,,"Munch, James",,,,,
+MKT,6301,GW1,,12,4,4,,,,,,,,,,,,,2,,"Reichmuth, Gary",,,,,
+MKT,6301,GW2,,5,5,2,1,,,,,,,,,,,,,,"Reichmuth, Gary",,,,,
+MKT,6309,501,,13,5,5,2,,2,1,,,,,,,,,,,"Rajaratnam, Daniel",,,,,
+MKT,6310,0W1,,13,5,19,5,2,1,1,,,,,,,,,2,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6321,0W1,,17,3,9,14,2,1,,,,,,1,,,,,,"Edsel, Alexander D",,,,,
+MKT,6330,0W1,,6,3,6,12,3,4,,,,,,,,,,1,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6332,501,,5,4,,3,2,1,,,,,,,,,,,,"Biswas, Abhijit","Chundru Venkateswara Prasad, Sai Thushara Chowdary",,,,
+MKT,6334,001,,11,8,3,2,3,1,1,,,,,,,,,,,"Dover, Howard F",,,,,
+MKT,6339,501,,19,13,4,2,,,,,,,,,,,,,,"Subramanian, Upender","Park, Yeowoon",,,,
+MKT,6343,501,,7,7,6,7,1,,,,,,,,,,,,,"Xie, Ying","Nozari, Salar",,,,
+MKT,6345,001,,6,1,8,3,,,,,,,,,,,,,,"Murthi, B P",,,,,
+MKT,6349,501,,24,3,2,3,1,,1,,,,,,,,,,,"Tirone, Guido",,,,,
+MKT,6352,001,,28,12,6,6,2,1,1,,,,,,,,,,,"Tirone, Guido",,,,,
+MKT,6352,0W1,,16,6,11,10,2,1,1,,,,,1,,,,,,"Tirone, Guido",,,,,
+MKT,6V98,001,,,,,,,,,,,,,,,,,,15,"Edsel, Alexander D",,,,,
+MSEN,5360,001,,2,3,2,14,2,2,,,,,,,,,,,,"Walker, Amy V","DiCarlo, Alexandra H",,,,
+MSEN,6324,001,,5,8,4,4,2,,1,,,,,,,,,,,"Brenner, Kevin","Mia, Imon",,,,
+MUSI,1306,0H1,20,19,,3,1,2,,1,1,,,,1,,,,1,,"Salisbury, Linda",,,,,
+MUSI,1306,0H2,22,7,,5,2,3,2,,1,,,3,2,,,,,,"Salisbury, Linda",,,,,
+MUSI,1306,0W1,40,48,23,6,7,3,3,1,1,,1,,4,,,,2,,"Bennett, Jason M","Bennett, Jason H","Kalkanli, Ogulcan",,,
+MUSI,1306,501,,36,3,3,4,,,2,,,1,,,,,,,,"Lapinski, Robert M",,,,,
+MUSI,1306,HN1,15,9,,,1,,,,,,,,,,,,,,"Rushing, Katrina C",,,,,
+MUSI,2113,501,3,18,,,,,,,,,,,,,,,,,"Gerard, Lori A",,,,,
+MUSI,2315,001,,13,4,1,1,,,,,,,,,,,,,,"Hodan, Daniel M",,,,,
+MUSI,2315,002,13,2,1,,1,,,,,,,,1,,,,,,"Wilder, James E",,,,,
+MUSI,2315,501,,9,2,,3,,,,1,,,,1,,,,2,,"Hodan, Daniel M",,,,,
+MUSI,2317,001,6,1,1,2,1,,,,,,,,1,,,,,,"Arutyunyan, Artem",,,,,
+MUSI,2317,002,11,2,,,,,,,,,,,,,,,1,,"Oh, Domi",,,,,
+MUSI,2317,003,7,2,2,1,,,,,,,,,,,,,2,,"Arutyunyan, Artem",,,,,
+MUSI,2319,001,,10,1,,1,1,,,,,,,,,,,1,,"Durbin, Kelly P",,,,,
+MUSI,2321,001,14,9,2,8,4,,2,1,1,,1,3,,,,,,,"Mei, Yuxin",,,,,
+MUSI,2322,001,,10,1,1,3,2,1,1,1,2,,1,2,,,,3,,"Gerard, Lori A",,,,,
+MUSI,2322,0W1,13,6,,1,3,,1,2,,,,,2,,,,1,,"Bennett, Rodger",,,,,
+MUSI,2325,001,,7,4,,,,,1,,,,,,,,,1,,"Riemer Bueckert, Nili S",,,,,
+MUSI,2328,001,10,5,1,,,1,,1,,,,,2,,,,,,"Rushing, Katrina C",,,,,
+MUSI,2328,002,9,7,1,2,3,1,,4,,,1,,1,,,,,,"Rushing, Katrina C",,,,,
+MUSI,3122,001,11,,,,,,,,,,,,,,,,,,"Salisbury, Linda",,,,,
+MUSI,3127,001,,58,3,3,,,,,,,,,1,,,,,,"Palant, Jonathan A",,,,,
+MUSI,3229,001,5,17,2,,,,,1,,,,,,,,,,,"Parsoneault, Catherine J",,,,,
+MUSI,3322,003,7,2,2,,1,,,,,,,,1,,,,1,,"Evans, Kathryn C",,,,,
+MUSI,3325,001,2,3,3,,1,,,1,,,,,,,,,,,"Durbin, Kelly P",,,,,
+MUSI,3342,0W1,3,6,,2,,,,,,,,,,,,,,,"Bennett, Rodger",,,,,
+MUSI,3380,501,5,1,1,1,,,1,1,1,,,,1,,,,,,"Corder, Vanessa",,,,,
+MUSI,3382,001,,11,2,,,,,1,,,1,,,,,,,,"Riemer Bueckert, Nili S",,,,,
+MUSI,3388,001,7,4,3,,,,,,,,,,,,,,1,,"Oh, Domi",,,,,
+MUSI,4112,001,,13,,,,,,,,,,,,,,,,,"Rodriguez, Robert X",,,,,
+MUSI,4118,501,,37,,,,,,,,,,,,,,,,,"Ming, Adron",,,,,
+MUSI,4120,501,,40,,,,,,,,,1,,,,,,,,"Lapinski, Robert M",,,,,
+MUSI,4185,001,,26,,,,,,,,,,,,,,,,,"Palant, Jonathan A",,,,,
+MUSI,4186,001,,17,,,,,,,,,,,,,,,,,"Durbin, Kelly P",,,,,
+NATS,1141,001,9,2,,,,,,,,,,,,,,,,,"Hennessy, Emily T",,,,,
+NATS,1143,001,6,5,1,1,,,,,1,,,,,,,,,,"Lalani, Amin",,,,,
+NATS,1143,002,14,3,1,1,1,,,,,,,,1,,,,1,,"Kirkland, Pamela I",,,,,
+NATS,1143,003,8,4,2,1,1,1,,1,,,,,1,,,,1,,"Donaldson, Katherine E",,,,,
+NATS,1143,004,3,8,1,2,2,1,1,,,,,,,,,,,,"Gregory, Denise",,,,,
+NATS,2333,001,15,9,2,2,1,,,,,,,,1,,,,,,"Taylor, Stephanie M","Robinson, Kelly E",,,,
+NATS,3341,001,9,1,2,,1,,,,,,,,,,,,1,,"Dorsey, Floyd Z",,,,,
+NATS,3343,001,,4,2,1,3,1,,,,,,,,,,,,,"York, Megan K",,,,,
+NATS,4100,051,,,,,,,,,,,,,,14,,1,,,"Krawietz, Paul",,,,,
+NATS,4141,501,,19,,,,,,,,,,,,,,,,,"Dorsey, Floyd Z","Mcconnell, James S",,,,
+NATS,4390,001,4,3,1,3,,4,,,,,,,,,,,,,"Hajeri, Vinita","Taylor, Stephanie M","Li, Andy","Robinson, Kelly E",,
+NATS,4694,001,1,15,,,1,,,,,,,,,,,,,,"Dorsey, Floyd Z","Mcconnell, James S",,,,
+NATS,4V91,001,,15,,,,,,,,,,,,,,,,,"D'Arcy, Sheena M",,,,,
+NSC,3361,001,15,29,20,12,16,14,11,24,39,,9,,16,,1,,8,,"Miller, Van S",,,,,
+NSC,3361,002,5,10,10,8,6,4,6,2,7,1,3,1,3,,,,1,,"Raboune, Siham","Kim, Minsung",,,,
+NSC,3361,003,,3,5,3,2,4,5,3,2,4,2,3,1,,,,2,,"McWilliams, Steven P",,,,,
+NSC,3361,004,2,7,10,4,7,6,8,7,7,2,4,7,7,,,,1,,"McWilliams, Steven P",,,,,
+NSC,3361,005,6,13,10,8,8,6,3,2,,,,1,,,,,1,,"Marks, William","Rodriguez, Daniella",,,,
+NSC,3361,HN1,2,11,5,1,2,,1,1,1,,,,,,,,,,"LaDow, Eva S","Sultana, Rukhsana","Skinner, Donal C",,,
+NSC,3361,HN2,4,4,2,3,1,,,,1,,2,,,,,,,,"LaDow, Eva S","Sultana, Rukhsana","Skinner, Donal C",,,
+NSC,4320,0H1,1,6,5,5,5,4,2,,,1,2,1,4,,,,1,,"Maqbool, Mohsin",,,,,
+NSC,4351,001,7,12,4,2,2,1,,,,,,,1,,,,,,"Miller, Van S",,,,,
+NSC,4352,001,38,32,16,6,4,7,1,4,3,1,2,,4,,,,,,"Zwierzchowski, Amy","Carreon, Ana S",,,,
+NSC,4352,002,14,11,7,2,4,2,,,,,,,,,,,,,"Marks, William",,,,,
+NSC,4353,101,,4,3,,,1,,1,,,,1,,,,,,,"Raboune, Siham","Williams, Brendan",,,,
+NSC,4353,102,8,4,,1,1,1,,,,,,,,,,,,,"Zwierzchowski, Amy","Arnold, Rachel L",,,,
+NSC,4353,104,6,5,3,,,,,,,,,,,,,,,,"Zwierzchowski, Amy","Schaub, Mandee",,,,
+NSC,4353,105,2,3,2,,1,,,,,2,,,1,,,,2,,"Taylor, Anna M","Hudson, Rachael N",,,,
+NSC,4353,106,3,5,2,,,,,,,,,,,,,,,,"Sultana, Rukhsana","Suzaki, Aoi",,,,
+NSC,4353,109,5,1,1,,1,1,,,,,,,,,,,2,,"Taylor, Anna M","Ristvedt, Tabitha",,,,
+NSC,4354,001,2,24,12,18,6,7,3,5,8,3,1,,5,,,,2,,"Raboune, Siham","Nematgorgani, Shiva",,,,
+NSC,4354,002,8,11,9,4,5,3,2,,1,1,1,,,,1,,,,"Marks, William",,,,,
+NSC,4356,001,,97,,,17,,,7,1,,,,1,,,,4,,"Rennaker, Robert L",,,,,
+NSC,4357,001,,4,2,3,1,,,1,,2,,,,,,,,,"Rodriguez, Christa M",,,,,
+NSC,4358,001,136,99,45,14,3,2,,1,,,,,,,,,,,"Price, Theodore J","Ashshareef, Salma","Shiers, Stephanie I","Hankerd, Kali","Davis, Olivia C","Arendt-Tranholm, Asta"
+NSC,4358,HN1,,3,4,2,2,1,,1,,,,,,,,,,,"Sadler, Katelyn E",,,,,
+NSC,4361,001,,17,,,5,,,3,,,1,,1,,,,,,"Shirazi, Vanessa J",,,,,
+NSC,4363,001,3,5,12,5,2,5,2,2,2,,,,,,,,2,,"Raboune, Siham",,,,,
+NSC,4363,002,9,6,7,2,4,3,,,,,,,,,,,,,"Zwierzchowski, Amy",,,,,
+NSC,4363,HN1,4,7,5,1,3,,,1,,,,,,,,,,,"LaDow, Eva S","Skinner, Donal C",,,,
+NSC,4364,0W1,8,36,,,,,,,,,,,1,,,,,,"Shareef, Safi Ullah","Mendez, Skylar A",,,,
+NSC,4366,001,29,30,20,9,8,3,1,7,3,,5,,10,,,,3,,"Taylor, Anna M","Ramos Freitas, Lindsey E",,,,
+NSC,4366,002,22,5,2,4,7,7,6,4,3,,1,,3,,,,,,"Miller, Van S","Gayluak, Ynaluak J",,,,
+NSC,4371,001,1,7,1,,,,1,,,,1,,,,,,2,,"Kilgard, Michael P",,,,,
+NSC,4380,001,,14,,,10,,,4,,,1,,7,,,,1,,"Solodkin, Ana J",,,,,
+NSC,4381,001,,58,,,5,,,,,,,,,,,,,,"Thorn, Catherine A","Yang, Ke",,,,
+NSC,4382,0W1,72,24,11,2,1,,,,,,,,,,,,,,"Jahangiri, Faisal R","Vu, Lily T",,,,
+NSC,4383,5H1,5,3,4,,2,,,,,,,,,,,,,,"Jahangiri, Faisal R",,,,,
+NSC,4385,0W1,,25,10,4,3,1,1,1,,,,,1,,,,,,"Sullivan, Erin A",,,,,
+NSC,4V90,001,6,3,5,2,1,5,2,4,1,,,,,,,,1,,"Miller, Van S",,,,,
+NSC,4V90,002,5,13,9,4,,1,,1,,,,,,,,,1,,"McWilliams, Steven P",,,,,
+NSC,4V96,006,,,,,,,,,,,,,,10,,,,,"Zwierzchowski, Amy",,,,,
+OB,6248,CW1,,26,,,,,,,,,,,,,,,2,,"Hicks, Robert F",,,,,
+OB,6249,CW1,,22,,,,,,,,,,,,,,,,,"Warner, Lizette",,,,,
+OB,6301,001,,9,10,9,5,2,2,2,,,,,,,,,,,"Skuza, Agnieszka","Kulkarni, Shraddha G",,,,
+OB,6301,0W1,,38,20,5,8,3,,,,,,,2,,,,,,"Hasenhuttl, Maria","Teschner, Ryan S","Varshney, Subhadra",,,
+OB,6301,0W2,,17,12,6,2,4,,,,,,,,,,,1,,"Skuza, Agnieszka","Kulkarni, Shraddha G",,,,
+OB,6301,501,,11,16,14,2,3,2,1,,,,,1,,,,,,"Hicks, Jeffrey N","Bonon, Claudia V",,,,
+OB,6301,MBP,,23,5,1,1,,,,,,,,1,,,,,,"Hasenhuttl, Maria",,,,,
+OB,6331,5W1,,18,3,,1,3,,,,,,,,,,,,,"Hasenhuttl, Maria","Varshney, Subhadra",,,,
+OB,6332,001,,21,2,2,10,1,1,3,,,,,,,,,,,"Ziegler, Laurie L","Teschner, Ryan S","Sangamanath, Vrushab",,,
+OB,6332,0W1,,29,,3,6,,1,,,,,,,,,,,,"Ziegler, Laurie L","Teschner, Ryan S","Sangamanath, Vrushab",,,
+OB,6332,0W2,,30,,2,6,,,,,,,,,,,,,,"Ziegler, Laurie L","Teschner, Ryan S",,,,
+OB,6332,0W3,,41,,,7,1,,,,,,,,,,,,,"Ziegler, Laurie L","Teschner, Ryan S",,,,
+OB,6332,501,,30,1,3,8,,1,,,,,,,,,,,,"Ziegler, Laurie L","Teschner, Ryan S","Sangamanath, Vrushab",,,
+OB,6332,MBP,,43,2,,,,,,,,,,,,,,1,,"Ritchey, Kemberly A",,,,,
+OB,6334,GW1,,11,,,,,,,,,,,,,,,,,"Thurgood, Keith L",,,,,
+OB,6337,CH1,,31,,,,,,,,,,,,,,,,,"Latham, Van M","Plaisance Bryan, Suzette T",,,,
+OB,6337,CH2,,22,,,,,,1,,,,,,,,,,,"Latham, Van M","Plaisance Bryan, Suzette T",,,,
+OB,6338,CH1,,17,1,2,1,,,1,,,,,,,,,1,,"Rentschler, Margaret F","Rofsky, Neil M",,,,
+OB,6338,CH2,,24,6,,,,,,,,,,,,,,1,,"Rentschler, Margaret F","Rofsky, Neil M",,,,
+OB,6339,XH1,,11,9,,,,,,,,,,,,,,,,"Bolton, Gary",,,,,
+OB,6342,CW1,,35,4,2,4,2,,,,,,,,,,,,,"Norton, Larry W",,,,,
+OB,6346,CW1,,29,7,7,3,,,1,,,,,1,,,,2,,"Latham, Van M",,,,,
+OB,6350,CW1,,18,3,1,2,2,,,,,,,,,,,2,,"Hicks, Robert F","Rentschler, Margaret F",,,,
+OB,6351,CW1,,18,2,,1,,,1,,,,,,,,,,,"Warner, Lizette","Rentschler, Margaret F",,,,
+OB,6356,CW1,,23,3,,,1,,,,,,,,,,,1,,"Albrecht, Dale J",,,,,
+OB,6377,CW1,,32,,,1,,,,,,,,,,,,1,,"Plaisance Bryan, Suzette T",,,,,
+OBHR,3310,001,,8,28,12,3,3,2,2,1,,3,,1,,,,,,"Hicks, Jeffrey N","Bonon, Claudia V",,,,
+OBHR,3310,002,10,7,2,6,9,2,3,2,,1,4,,1,,,,1,,"Knowlton, Karren","Kim, Hwayoung",,,,
+OBHR,3310,003,3,2,7,6,3,12,5,2,5,3,5,3,2,,,,1,,"Li, Ning","Kim, Jihu",,,,
+OBHR,3310,004,5,4,4,6,5,10,1,7,2,3,1,4,2,,,,2,,"Li, Ning","Kim, Jihu",,,,
+OBHR,3310,005,16,15,14,8,3,3,,,1,,,,,,,,,,"Guo, Nan",,,,,
+OBHR,3310,006,5,1,9,6,6,11,2,3,5,1,1,5,4,,,,,,"Li, Ning","Kim, Jihu",,,,
+OBHR,3310,007,9,11,3,5,8,10,1,6,1,2,2,,1,,,,,,"Knowlton, Karren","Kim, Hwayoung",,,,
+OBHR,3310,008,,3,18,13,8,7,2,6,2,,,,,,,,1,,"Hicks, Jeffrey N","Bonon, Claudia V",,,,
+OBHR,3310,009,12,13,4,,,,,1,,,,,,,,,,,"Huang, He",,,,,
+OBHR,3310,HON,,11,28,4,1,1,,,,,1,,1,,,,,,"Hicks, Jeffrey N","Bonon, Claudia V",,,,
+OBHR,3330,001,8,20,12,5,5,4,2,4,1,,2,,,,,,,,"Meda, Edward","Adep, Pravin Ravindra","Choi, Eunsung",,,
+OBHR,3330,002,23,13,19,6,2,,,,,,,,,,,,,,"Green, Rhonda",,,,,
+OBHR,3330,004,45,7,4,1,,2,1,1,1,,,1,,,,,,,"Albrecht, Dale J","Zhang, Zelu",,,,
+OBHR,3330,005,5,13,13,4,5,5,4,2,2,,2,,,,,,1,,"Meda, Edward","Adep, Pravin Ravindra","Choi, Eunsung",,,
+OBHR,3330,007,7,7,6,9,12,6,2,4,3,,1,,1,,,,,,"Weekley, Jeffrey A","Zhang, Zelu",,,,
+OBHR,3330,008,48,7,,3,1,3,,1,,,,,,,,,,,"Albrecht, Dale J","Zhang, Zelu",,,,
+OBHR,3330,501,22,11,8,9,3,1,2,1,,,,,2,,,,,,"Thomas, Alayna G",,,,,
+OBHR,3330,502,11,7,9,7,3,5,1,,,,,,,,,,,,"Thomas, Alayna G",,,,,
+OBHR,4310,001,45,9,3,,2,,,1,,,,,,,,,,,"McNulty, Diane S","Barden, John P","Adep, Pravin Ravindra",,,
+OBHR,4331,001,21,4,6,5,,3,,,1,,,,,,,,,,"Albrecht, Dale J",,,,,
+OBHR,4333,501,2,6,11,6,1,1,,,,,,,,,,,,,"Albrecht, Dale J",,,,,
+OBHR,4334,001,4,3,1,4,7,1,1,2,,,,,,,,,,,"Weekley, Jeffrey A","Zhang, Zelu",,,,
+OBHR,4335,001,1,6,8,7,2,2,1,,1,,,,,,,,,,"Meda, Edward","Adep, Pravin Ravindra","Choi, Eunsung",,,
+OBHR,4337,502,,4,3,1,2,,1,,,,,,,,,,,,"Ward, Emily J",,,,,
+OBHR,4354,001,1,16,12,1,2,4,,,,,,,,,,,,,"Meda, Edward","Adep, Pravin Ravindra","Choi, Eunsung",,,
+OBHR,4395,001,2,7,9,8,4,4,,,,,,,,,,,,,"Weekley, Jeffrey A","Zhang, Zelu",,,,
+OPRE,3310,001,,12,16,9,18,11,,2,,,,,3,,,,3,,"Celik, Beyza",,,,,
+OPRE,3310,002,6,12,16,13,16,6,4,2,,2,2,,,,,,,,"Kennedyd, Sarmann I","Dang, Sidakvir S","Kurvinkop, Amit A",,,
+OPRE,3310,003,3,14,16,11,11,10,6,3,4,1,,,1,,,,,,"Kennedyd, Sarmann I","Kurvinkop, Amit A","Dang, Sidakvir S",,,
+OPRE,3310,004,5,13,11,7,11,6,5,11,4,,4,,2,,,,1,,"Venkataraman, Ashwin","Jiang, Shanlin",,,,
+OPRE,3310,005,,35,,5,33,,2,5,,,,,,,,,,,"Hogan, James W",,,,,
+OPRE,3310,006,4,6,7,14,22,9,8,4,2,1,1,1,1,,,,,,"Kennedyd, Sarmann I","Dang, Sidakvir S","Kurvinkop, Amit A",,,
+OPRE,3310,007,2,10,12,10,15,5,10,10,,,1,,3,,,,,,"Venkataraman, Ashwin","Jiang, Shanlin",,,,
+OPRE,3310,008,1,11,8,3,10,8,,22,1,,8,,,,,,1,,"Parks, David","Loganathan, Naveen Kumar",,,,
+OPRE,3310,009,6,3,10,13,11,9,5,5,3,2,2,1,3,,,,2,,"Kennedyd, Sarmann I","Kurvinkop, Amit A","Dang, Sidakvir S",,,
+OPRE,3310,0W1,,5,,2,19,,8,21,,,9,,4,,,,,,"Deluke, Eugene",,,,,
+OPRE,3310,501,4,18,7,19,11,5,5,2,1,,,,,,,,1,,"Zhang, Minmin",,,,,
+OPRE,3310,5W1,18,10,5,5,3,1,,2,,,,,,,,,1,,"Widdifield, David S","Gupta, Prateek",,,,
+OPRE,3320,001,1,2,4,4,8,6,7,7,5,,2,,3,,,,3,,"Fatehi, Soraya","Pinto, Shayne",,,,
+OPRE,3330,001,9,12,18,8,12,8,3,3,1,,,,1,,,,,,"Alborz, Shawn",,,,,
+OPRE,3330,0W1,7,14,13,12,8,8,1,2,1,,,,1,,,,1,,"Alborz, Shawn",,,,,
+OPRE,3330,0W2,15,9,14,11,9,2,2,1,1,,,1,,,,,,,"Alborz, Shawn",,,,,
+OPRE,3333,001,7,13,14,6,8,6,4,3,5,,2,1,2,,,,2,,"Oguzman, Neslihan",,,,,
+OPRE,3333,002,3,22,8,9,8,8,9,1,3,1,1,,5,,,,1,,"Enayaty Ahangar, Negin","Riaz, Muhammad Ahson",,,,
+OPRE,3333,003,,22,11,17,5,3,7,3,4,2,1,,3,,,,1,,"Enayaty Ahangar, Negin","Riaz, Muhammad Ahson",,,,
+OPRE,3333,004,10,9,16,6,5,11,4,2,3,1,3,4,5,,,,,,"Oguzman, Neslihan",,,,,
+OPRE,3333,005,22,7,6,6,13,3,4,6,6,,,,,,,,4,,"Ahadi, Khatereh","Pasupuleti, Hima Bindu",,,,
+OPRE,3333,006,7,13,13,7,6,6,3,2,3,2,,2,6,,,,4,,"Brussolo, Monica E","Pasupuleti, Hima Bindu","Tsegaye, Anteneh D",,,
+OPRE,3333,007,,19,7,6,5,5,2,2,,,1,,,,,,,,"Nguyen, Hien T","Nguyen, Trung B",,,,
+OPRE,3333,0W1,1,11,3,6,4,7,8,2,3,2,2,3,7,,,,9,,"Enayaty Ahangar, Negin","Riaz, Muhammad Ahson",,,,
+OPRE,3333,501,3,8,12,7,6,10,6,3,5,2,1,5,3,,,,2,,"Sajjadi, Seyed R",,,,,
+OPRE,3340,001,6,13,6,7,3,7,4,7,4,5,4,,7,,,,5,,"Enayaty Ahangar, Negin","Yerpude, Piyush",,,,
+OPRE,3360,001,8,7,8,11,9,10,7,7,4,,4,1,5,,,,,,"Woldu, Malgorzata",,,,,
+OPRE,3360,002,1,13,8,11,11,6,9,3,2,,,,10,,,,2,,"Toptal, Aysegul","Bhupalam, Harish",,,,
+OPRE,3360,003,1,9,19,5,8,7,7,11,5,,5,,2,,,,1,,"Bu, Like",,,,,
+OPRE,3360,004,7,14,12,11,7,11,,11,1,,4,1,,,1,,,,"Du, Haokun",,,,,
+OPRE,3360,005,8,12,11,14,6,8,8,1,3,1,,,4,,,,3,,"Farzaneh, Mohammad Amin",,,,,
+OPRE,3360,006,20,11,9,13,11,3,3,5,1,,1,1,,,,,2,,"Ahadi, Khatereh","Vashist, Shekhar","Pasupuleti, Hima Bindu",,,
+OPRE,3360,007,8,18,6,4,17,5,4,4,4,3,1,,2,,2,,1,,"Qi, Anyan","Tahergandomabadi, Mohammadmahdi",,,,
+OPRE,3360,008,3,4,10,3,17,7,8,3,5,4,3,,5,,,,6,,"Naseri Taheri, Mohammad","Kantipudi, Satya Vinod",,,,
+OPRE,3360,0W1,8,11,9,14,10,4,4,1,4,3,1,1,1,,,,,,"Brussolo, Monica E","Pasupuleti, Hima Bindu",,,,
+OPRE,3360,501,4,5,9,14,17,9,7,4,1,,,,2,,,,4,,"Hegedus, Michael G",,,,,
+OPRE,3360,502,2,3,4,5,5,8,7,11,5,3,,1,3,,,,3,,"Woldu, Malgorzata",,,,,
+OPRE,4310,001,3,3,3,2,9,1,,3,2,2,2,,1,,,,,,"Ramanathan, Kannan","Duraphe, Shreyas","Vernekar, Hitali",,,
+OPRE,4330,501,13,14,8,3,2,1,,,,,,,,,,,,,"Widdifield, David S","Gupta, Prateek",,,,
+OPRE,4337,001,1,5,3,1,,,,,,,,,,,,,,,"Haworth, Julie B","Shukla, Robin V",,,,
+OPRE,4340,501,3,3,6,2,4,6,3,1,3,,1,,,,,,,,"Hu, Bin","Shahsavand, Parisa",,,,
+OPRE,4345,001,1,1,4,2,1,1,,2,,,1,,,,,,1,,"Fatehi, Soraya","Pinto, Shayne",,,,
+OPRE,4350,001,7,2,7,7,4,4,4,3,1,,2,2,1,,,,4,,"Sethi, Avanti P","Kiri, Yakshita M",,,,
+OPRE,4357,001,6,3,2,,1,3,1,1,,,,,1,,,,2,,"Naseri Taheri, Mohammad","Kantipudi, Satya Vinod",,,,
+OPRE,4V91,001,,15,,6,7,,,,,,,,,,,,,,"Subramoniam, Ramesh","Somasundaram, Saisubramanian",,,,
+OPRE,6301,002,,4,4,,4,4,2,3,,,,,1,,,,,,"Toptal, Aysegul","Bhupalam, Harish",,,,
+OPRE,6301,003,,15,13,9,8,1,4,,,,,,,,,,2,,"Ahadi, Khatereh","Vashist, Shekhar",,,,
+OPRE,6301,0W1,,13,4,10,10,5,3,5,,,,,,,,,6,,"Sethi, Avanti P","Kiri, Yakshita M",,,,
+OPRE,6301,0W2,,7,7,3,7,,1,2,,,,,1,,,,,,"Leach, Sonia E","Batra, Nirmanyu",,,,
+OPRE,6301,501,,2,1,,2,3,3,1,,,,,2,,,,1,,"Wang, Shouqiang","Thiruppathy, Balaji",,,,
+OPRE,6301,GW1,,14,,1,1,1,,1,,,,,1,,,,,,"Bush, Rhonda L",,,,,
+OPRE,6301,GW2,,7,3,6,1,2,1,,,,,,1,,,,1,,"Leach, Sonia E",,,,,
+OPRE,6302,001,,4,15,23,8,,,,,,,,,,,,1,,"Janakiraman, Ganesh","Tahergandomabadi, Mohammadmahdi",,,,
+OPRE,6302,0W1,,16,8,3,5,5,3,2,,,,,4,,,,7,,"Leach, Sonia E","Batra, Nirmanyu",,,,
+OPRE,6302,501,,11,8,14,7,,,,,,,,,,1,,1,,"Mirzaeian, Neda","Somasundaram, Saisubramanian",,,,
+OPRE,6302,5W1,,4,,2,5,1,,3,,,,,2,,,,1,,"Leach, Sonia E","Batra, Nirmanyu",,,,
+OPRE,6302,GW1,,8,4,2,,,,,,,,,,,,,,,"Widdifield, David S",,,,,
+OPRE,6302,MBC,,28,6,5,4,1,,,,,,,,,,,,,"Honhon, Dorothee B","Nguyen, Trung B",,,,
+OPRE,6302,XH1,,15,2,,1,,,1,,,,,,,,,,,"Honhon, Dorothee B",,,,,
+OPRE,6303,0W1,,6,3,4,4,,3,1,,,,,1,,,,3,,"Sethi, Avanti P","Emandi, Kusuma P",,,,
+OPRE,6304,501,,10,3,3,9,1,,2,,,,,,,,,,,"Wang, Mengxin","Nguyen, Trung B",,,,
+OPRE,6332,001,,19,13,17,9,5,2,,,,,,1,,,,,,"Rios Uribe, Ignacio A","Kiri, Yakshita M",,,,
+OPRE,6332,0W1,,10,3,6,5,5,3,10,,,,,2,,,,3,,"Ramanathan, Kannan","Duraphe, Shreyas","Vernekar, Hitali",,,
+OPRE,6332,0W2,,7,6,2,4,1,1,1,,,,,4,,,,1,,"Ramanathan, Kannan","Vernekar, Hitali","Duraphe, Shreyas",,,
+OPRE,6332,501,,28,6,10,7,5,,5,,,,,1,,1,,1,,"Ramanathan, Kannan","Duraphe, Shreyas","Vernekar, Hitali",,,
+OPRE,6341,5W1,,23,14,6,,,,,,,,,,,,,,,"Widdifield, David S",,,,,
+OPRE,6355,001,,8,12,5,,,,,,,,,,,,,,,"Bolton, Gary",,,,,
+OPRE,6359,001,,11,6,4,4,2,1,,,,,,,,,,,,"Toptal, Aysegul","Bhupalam, Harish",,,,
+OPRE,6359,0W1,,9,9,6,3,2,1,,,,,,,,,,,,"Ahadi, Khatereh","Vashist, Shekhar",,,,
+OPRE,6359,503,,4,,5,1,3,1,1,,,,,,,,,,,"Sethi, Avanti P",,,,,
+OPRE,6359,5W1,,2,7,6,6,3,,,,,,,,,,,,,"Whalen, Tristan G","Poluri, Sai Krishna Reddy",,,,
+OPRE,6362,001,,4,7,3,3,2,1,3,,,,,,,,,,,"Kennedyd, Sarmann I","Kurvinkop, Amit A","Dang, Sidakvir S",,,
+OPRE,6362,0W1,,19,11,4,9,2,,,,,,,,,,,,,"Alborz, Shawn",,,,,
+OPRE,6364,001,,6,2,2,,1,,,,,,,,,,,,,"Ramanathan, Kannan","Duraphe, Shreyas","Vernekar, Hitali",,,
+OPRE,6364,0W1,,10,6,5,3,1,2,,,,,,1,,,,,,"Rajamani, Divakar","Loganathan, Naveen Kumar",,,,
+OPRE,6366,0W1,,9,7,13,9,4,1,,,,,,,,,,,,"Cakanyildirim, Metin","Thiruppathy, Balaji",,,,
+OPRE,6366,501,,8,3,4,4,4,3,4,,,,,7,,,,3,,"Leach, Sonia E","Batra, Nirmanyu",,,,
+OPRE,6367,001,,40,,,,,,,,,,,,,,,,,"Parks, David",,,,,
+OPRE,6369,501,,6,17,9,1,,,,,,,,,,,,,,"Subramoniam, Ramesh","Somasundaram, Saisubramanian",,,,
+OPRE,6370,0W1,,3,3,3,2,2,,,,,,,,,,,,,"Frazelle, Andrew","Gupta, Prateek",,,,
+OPRE,6370,501,,48,10,6,4,,,2,,,,,,,,,,,"Sabri, Ehap H","Pinto, Shayne",,,,
+OPRE,6371,0W1,,14,19,14,14,13,,,,,,,,,,,,,"Hu, Bin","Shahsavand, Parisa",,,,
+OPRE,6371,PW1,,12,,,,,,,,,,,,,,,,,"Hogan, James W","Rajamani, Divakar",,,,
+OPRE,6378,501,,49,21,3,1,1,,,,,,,,,,,,,"Widdifield, David S",,,,,
+OPRE,6379,0W1,,10,14,8,7,6,1,1,,,,,1,,,,,,"Rajamani, Divakar","Loganathan, Naveen Kumar",,,,
+OPRE,6382,0W1,,34,,1,,1,,,,,,,1,,,,,,"Vicario, Joseph A","Divin, Diane T",,,,
+OPRE,6389,501,,6,2,3,2,1,,,,,,,,,,,,,"Cakanyildirim, Metin","Thiruppathy, Balaji",,,,
+OPRE,6V98,001,,,,,,,,,,,,,,,,,,56,"Fierst, John","Widdifield, David S",,,,
+OPRE,7351,0H1,,,,,,,,,,,,,,,,,,14,"Sethi, Suresh P",,,,,
+PA,3306,001,,7,1,,,2,,,,,,,,,,,,,"Parijat, Nabila",,,,,
+PA,3333,0W1,,1,6,2,5,2,,,1,,1,,1,,,,,,"Aggarwal, Jyoti",,,,,
+PA,3355,001,3,2,,1,3,,1,,,,,,,,,,,,"Parker, Kayla M",,,,,
+PA,3377,001,6,2,,1,1,,,,,,,,,,,,,,"Dzogolo, Moise M",,,,,
+PA,3378,0W1,,10,2,,1,2,,,,,,,2,,,,,,"Gorina, Eugenia","Kim, Youngrok",,,,
+PA,3380,0W1,9,7,1,2,1,1,,,,,,,1,,,,,,"Oh, Seongdeok",,,,,
+PA,4345,001,6,6,,,,,,1,,,,,,,,,2,,"Zeraatpisheh, Abdollah",,,,,
+PA,4357,001,2,4,2,1,1,,,,,,,,1,,,,,,"Russell Murray, Allison R",,,,,
+PA,4390,001,,15,,,,,,,,,,,,,,,,,"Benavides, Teodoro J",,,,,
+PA,4396,0W1,25,4,3,,1,,1,,1,,,,5,,,,,,"Maxwell, Sarah P",,,,,
+PA,6311,5H1,,10,,,,,,,,,,,,,,,,,"McCaskill, John R",,,,,
+PA,6315,501,,14,4,1,,,,,,,,,1,,,,,,"Harrington, James",,,,,
+PA,6320,0W1,,22,,,2,,,,,,,,,,,,1,,"McCandless, Sean",,,,,
+PA,6321,501,,18,,,,,,,,,,,,,,,,,"Benavides, Teodoro J",,,,,
+PA,6326,001,,12,,,,,,,,,,,,,,,,,"McCaskill, John R",,,,,
+PA,6345,0E1,,9,,,1,,,,,,,,,,,,,,"Sabharwal, Meghna",,,,,
+PA,6350,0W1,,7,,1,2,,,,,,,,,,,,1,,"Gorina, Eugenia",,,,,
+PA,6374,0W1,,11,4,1,,1,,,,,,,,,,,,,"Searing, Elizabeth A",,,,,
+PA,6386,502,,11,,,1,,,,,,,,,,,,,,"Benavides, Abraham",,,,,
+PA,6399,501,,11,,,,,,,,,,,,,,,,,"Harrington, James",,,,,
+PA,7314,501,,10,,,,,,,,,,,,,,,,,"McCaskill, John R",,,,,
+PHIL,1301,001,1,5,5,6,3,4,1,2,,,1,,1,,,,,,"Campos, Laura",,,,,
+PHIL,1301,002,,3,1,2,3,2,1,2,1,,,,1,,,,1,,"Bambach, Charles R",,,,,
+PHIL,1305,001,,28,,2,10,,1,6,,,8,,2,,,,4,,"Amato, Lawrence A","Meyer, Zachary M","Tijani, Kehinde O",,,
+PHIL,2303,001,8,6,2,3,3,1,2,,1,,,1,3,,,,2,,"Escalante, Elizabeth R",,,,,
+PHIL,3309,001,1,10,,2,5,,,2,,1,,,2,,,,,,"Amato, Lawrence A",,,,,
+PHIL,3328,002,4,2,,1,2,2,,1,,,1,,,,,,,,"Tsou, Jonathan Y",,,,,
+PHIL,4322,001,6,3,,,,,,,,,,,,,,,1,,"Amato, Lawrence A",,,,,
+PHIL,4323,001,5,9,2,,,,1,2,,,,,,,,,,,"Ren, Songyao",,,,,
+PHIL,4330,001,,6,2,4,,1,,1,,,,,,,,,1,,"Bambach, Charles R",,,,,
+PHIL,6312,001,,10,,,,,,,,,,,,,,,,,"Ren, Songyao",,,,,
+PHIN,1103,501,,30,,,,,,,,,,,,,,,1,,"Willoughby, Robert T",,,,,
+PHIN,1120,001,,24,,,,,,,,,,,,,,,,,"Gold, Terry",,,,,
+PHIN,1120,002,,16,,,,,,,,,,,1,,,,,,"Gold, Terry",,,,,
+PHIN,1121,501,,15,,,,,,,,,,,,,,,1,,"Bell, John S",,,,,
+PHYS,1101,101,2,25,1,1,,,,,,,,,,,,,,,"Khan, Amena L","Srivastava, Anusha",,,,
+PHYS,1101,102,18,9,,2,,,,,,,,,,,,,1,,"Khan, Amena L","Kajla, Rohit",,,,
+PHYS,1101,103,10,14,1,1,1,,,,1,,,,,,,,1,,"Khan, Amena L","Kajla, Rohit",,,,
+PHYS,1101,104,7,20,2,,,1,,,,,,,,,,,,,"Khan, Amena L","McNally, Christina M",,,,
+PHYS,1101,105,11,19,,,,,,,,,,,,,,,,,"Khan, Amena L","Magadi Shivalingaiah, Meghraj",,,,
+PHYS,1101,106,,27,1,1,,,,,,,,,,,,,,,"Khan, Amena L",,,,,
+PHYS,1101,107,5,23,,1,,1,,,,,,,,,,,,,"Khan, Amena L",,,,,
+PHYS,1101,108,4,24,2,,,,,,,,,,,,,,,,"Khan, Amena L","Rahman, Md. Musfiqur",,,,
+PHYS,1101,109,,23,1,,3,2,,,,,,,,,,,1,,"Khan, Amena L","Desai, Amogh N",,,,
+PHYS,1101,601,5,15,3,,,,,1,,,,,,,,,,,"Khan, Amena L","Yadav, Priti",,,,
+PHYS,1101,602,3,25,,,1,,,,,,,,,,,,,,"Khan, Amena L","Smith, Sean S",,,,
+PHYS,1101,603,3,7,1,1,,,,,,,,1,2,,,,,,"Khan, Amena L","Sapkota, Dipak",,,,
+PHYS,1102,101,7,17,1,1,2,,1,,1,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Shrestha, Samyak",,,
+PHYS,1102,102,,8,8,2,,,,,,,,,,,,,1,,"Saleh, Lamya","Mac Alevey, Paul J",,,,
+PHYS,1102,103,,19,8,2,1,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Bravo, Rainier Carlos B",,,
+PHYS,1102,104,1,12,13,2,,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Bravo, Rainier Carlos B",,,
+PHYS,1102,105,2,15,5,1,,,,,,,,,,,,,1,,"Saleh, Lamya","Mac Alevey, Paul J","Boren, Brandon K",,,
+PHYS,1102,601,19,7,,,,,,1,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Ahmad, Faiz",,,
+PHYS,1102,602,,23,1,,,,,,,,,,,,,,,,"Saleh, Lamya","Mac Alevey, Paul J","Hosseini, Seyed Hossein",,,
+PHYS,1301,001,28,72,40,19,6,9,7,16,8,2,1,1,8,,,,2,,"Khan, Amena L","Ameh, Emmanuel O",,,,
+PHYS,1301,002,16,15,15,12,12,11,8,8,8,3,3,3,3,,,,8,,"Penev, Kaloyan M","Romero, Angel E",,,,
+PHYS,1302,001,22,29,5,10,19,5,6,18,2,3,3,,3,,,,2,,"Kadala, Roger H","Hazboun, Chase J",,,,
+PHYS,1302,501,24,7,3,4,6,4,6,3,,,,,,,,,5,,"Rahmanian Koshkaki, Saeed","Arabiat, Aya H",,,,
+PHYS,2125,101,1,24,2,1,,,,,1,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Balagopal, Gokul",,,
+PHYS,2125,102,2,20,3,1,1,1,,,1,,,,,,,,,,"Kadala, Roger H","Khan, Amena L",,,,
+PHYS,2125,103,10,11,4,,,,,,1,,,,,,,,1,,"Kadala, Roger H","Khan, Amena L","Magadi Shivalingaiah, Meghraj",,,
+PHYS,2125,104,4,22,1,1,,1,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Iqbal, Mazhar",,,
+PHYS,2125,105,,27,,1,,,,1,,,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Iqbal, Mazhar",,,
+PHYS,2125,106,1,21,4,1,,,,,1,,1,,,,,,,,"Kadala, Roger H","Khan, Amena L","Hathurusinghe Dewage, Prabuddha Madusanka",,,
+PHYS,2125,107,1,25,,1,,,,1,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Hathurusinghe Dewage, Prabuddha Madusanka",,,
+PHYS,2125,108,6,22,,,,,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Romero, Angel E",,,
+PHYS,2125,109,,26,2,,,,,,,,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Desai, Amogh N",,,
+PHYS,2125,110,1,24,2,,,1,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Balagopal, Gokul",,,
+PHYS,2125,111,3,22,,2,,2,,,1,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","McNally, Christina M",,,
+PHYS,2125,112,1,24,1,1,,2,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Sawant, Niraj",,,
+PHYS,2125,113,2,21,2,,,,2,,,,1,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Khalid, Muhammad",,,
+PHYS,2125,114,10,15,3,,,,1,,,,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Sapkota, Dipak",,,
+PHYS,2125,115,12,17,,,,,,,,,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Rahman, Md. Musfiqur",,,
+PHYS,2125,116,8,19,1,,,1,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Yadav, Priti",,,
+PHYS,2125,117,7,21,,2,,,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Srivastava, Anusha",,,
+PHYS,2125,118,,23,3,1,1,,1,,,,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Azhiri, Reza B",,,
+PHYS,2125,119,6,17,2,,1,2,,,,1,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Ali, Akbar",,,
+PHYS,2125,120,4,19,5,,,,1,,,,1,,,,,,,,"Kadala, Roger H","Khan, Amena L","Ali, Akbar",,,
+PHYS,2125,121,11,18,1,,,,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Kapte, Isha Sunil",,,
+PHYS,2125,122,1,23,1,1,1,1,,,,,,,,,,,1,,"Kadala, Roger H","Khan, Amena L",,,,
+PHYS,2125,123,5,24,1,,,,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Jafarzadeh, Seyed Javad",,,
+PHYS,2125,124,,27,,1,,1,,,,,,1,,,,,,,"Kadala, Roger H","Khan, Amena L","Jafarzadeh, Seyed Javad",,,
+PHYS,2125,125,17,8,2,,,1,,1,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Kapte, Isha Sunil",,,
+PHYS,2125,126,,20,1,3,3,1,,,,,1,,,,,,,,"Kadala, Roger H","Khan, Amena L","Khalid, Muhammad",,,
+PHYS,2125,601,,28,,,,,,1,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Arabiat, Aya H",,,
+PHYS,2125,602,12,10,1,1,,1,1,,,,1,,2,,,,,,"Kadala, Roger H","Khan, Amena L","Kamble, Nisha Vinay",,,
+PHYS,2125,603,8,15,4,,,1,,,,,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Kamble, Nisha Vinay",,,
+PHYS,2125,604,1,18,4,2,,,,,,,1,,,,,,,,"Kadala, Roger H","Khan, Amena L","Mosadegh, Mahdi",,,
+PHYS,2125,605,2,22,3,1,,,,,,,,,1,,,,,,"Kadala, Roger H","Khan, Amena L","Mosadegh, Mahdi",,,
+PHYS,2125,606,,23,2,4,1,,,,,,,,,,,,,,"Kadala, Roger H","Khan, Amena L","Azhiri, Reza B",,,
+PHYS,2125,607,6,20,,1,,,1,1,,,,,,,,,1,,"Kadala, Roger H","Khan, Amena L","Vishwakarma, Prasoon",,,
+PHYS,2125,608,5,21,1,,1,,,,,,,,1,,,,1,,"Kadala, Roger H","Khan, Amena L","Sawant, Niraj",,,
+PHYS,2126,101,11,15,2,1,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Sooriyaarachchi, Vinu K",,,
+PHYS,2126,102,17,12,1,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya",,,,
+PHYS,2126,103,6,13,5,,,,,,1,,1,,1,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Palos, Rylee K",,,
+PHYS,2126,104,25,1,,,1,,1,,,,,,,,,,1,,"Mac Alevey, Paul J","Saleh, Lamya","Aker, Adam",,,
+PHYS,2126,105,10,13,,,,1,,,1,,,,1,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Kaji, Shalin Ronakkumar",,,
+PHYS,2126,106,21,8,1,,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Pineda, Crosby",,,
+PHYS,2126,107,9,18,1,,,,1,,,,,,1,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Shrestha, Samyak",,,
+PHYS,2126,108,10,17,1,1,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Ruwali, Shisir",,,
+PHYS,2126,109,19,4,2,1,1,1,,,,,,,2,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Ahmad, Faiz",,,
+PHYS,2126,110,16,11,,2,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Kaji, Shalin Ronakkumar",,,
+PHYS,2126,111,2,18,5,1,1,,,1,,,,,,,,,1,,"Mac Alevey, Paul J","Saleh, Lamya","Hosseini, Seyed Hossein",,,
+PHYS,2126,112,19,8,1,,2,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Pineda, Crosby","Sawant, Niraj",,
+PHYS,2126,113,,10,8,6,2,3,,,,,,,,,,,1,,"Mac Alevey, Paul J","Saleh, Lamya","Kaji, Shalin Ronakkumar","Obenza, Alexander M",,
+PHYS,2126,114,4,18,7,1,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Boren, Brandon K",,,
+PHYS,2126,601,2,5,13,9,,,,,,,,,,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Obenza, Alexander M",,,
+PHYS,2126,602,13,8,2,,1,2,,,1,,,,1,,,,,,"Mac Alevey, Paul J","Saleh, Lamya","Ruwali, Shisir",,,
+PHYS,2303,001,4,,,,2,1,1,,,,,2,1,,,,,,"Saleh, Lamya","Waczak, John",,,,
+PHYS,2325,001,13,34,6,11,24,12,12,38,1,2,18,1,10,,,,13,,"Kadala, Roger H","Seifi, Melodee O",,,,
+PHYS,2325,002,30,20,28,19,18,19,20,12,30,13,10,5,12,,,,7,,"Shi, Xiaoyan","Ghosh, Bishal K",,,,
+PHYS,2325,003,119,24,28,18,15,13,10,5,4,1,1,4,3,,,,2,,"Saleh, Lamya","Patel, Mahammed Suleman",,,,
+PHYS,2325,004,12,8,3,2,4,1,3,11,6,,,,5,,,,2,,"Zakhidov, Anvar A","Lochridge, Matthew D",,,,
+PHYS,2325,005,15,16,16,16,8,17,12,24,,,9,,3,,,,10,,"Kolodrubetz, Michael H","Sooriyaarachchi, Vinu K",,,,
+PHYS,2325,006,11,24,13,23,13,11,20,7,5,1,7,,6,,,,6,,"Zhang, Xiaojia","Zhao, Kehui",,,,
+PHYS,2326,001,1,35,10,13,16,7,11,15,16,2,5,7,9,,,,2,,"Da Silveira Rodrigues, Fabiano","Sooriyaarachchi, Vinu K",,,,
+PHYS,2326,002,6,40,11,18,34,19,8,2,3,,,,,,,,8,,"Lumata, Lloyd L",,,,,
+PHYS,2326,501,12,18,18,15,22,20,13,32,6,5,7,7,14,,,,9,,"Zhu, Qingyu",,,,,
+PHYS,3312,001,3,3,2,3,8,3,3,3,4,,,,4,,,,3,,"Kesden, Michael H","Gogoi, Antareep",,,,
+PHYS,3411,001,1,3,2,,4,,1,1,2,3,,,2,,,,1,,"Mac Alevey, Paul J","Zhao, Kehui",,,,
+PHYS,3427,001,15,4,1,,,,,,,,,,2,,,,,,"Pinheiro, Alexandre G",,,,,
+PHYS,4302,001,,6,10,7,5,1,1,1,,,,,3,,,,1,,"Gartstein, Yuri","Aker, Adam",,,,
+PHYS,4311,001,4,4,,5,6,,4,,1,,1,,1,,,,,,"Glosser, Robert","Xie, Yunan",,,,
+PHYS,4328,001,5,1,,5,1,2,,2,5,,2,,2,,,,2,,"Malko, Anton","Smith, Sean S",,,,
+PHYS,4350,001,2,2,,,2,,1,1,,,,,2,,,,,,"Rahmanian Koshkaki, Saeed",,,,,
+PHYS,4373,101,,10,,1,3,,,1,,,,,,,,,,,"Slinker, Jason D","Adams, Austen C",,,,
+PHYS,4392,001,4,3,4,1,4,,,2,,,,,,,,,,,"King, Lindsay J","Gogoi, Antareep",,,,
+PHYS,5302,001,,3,,1,5,,,1,,,,,,,,,,,"Mac Alevey, Paul J","Modumudi, Sai Madhav",,,,
+PHYS,5313,001,,7,2,1,,,,,,,,,,,,,1,,"Zhang, Fan","Dongre, Ninad Kailas",,,,
+PHYS,5320,001,,10,,,2,,,3,,,,,,,,,1,,"Chen, Lunjin","Vishwakarma, Prasoon",,,,
+PHYS,5336,001,,13,2,,1,,,,,,,,,,,,,,"Lary, David J",,,,,
+PHYS,5V48,002,,2,5,2,1,,,,,,,,1,,,,1,,"Smith, Aaron",,,,,
+PPOL,4312,001,2,3,3,,2,1,,,,,,,,,,,,,"Boots, Denise P","Manuel, Samantha A","Si, Wen",,,
+PPPE,6304,501,,10,2,,,,,,,,,,,,,,,,"Sobolev, Anton","Shi, Min",,,,
+PPPE,6308,0W1,,19,,,,1,,1,,,,,,,,,,,"Saibene, Paola",,,,,
+PPPE,6342,001,,5,2,2,1,3,,,,,,,,,,,2,,"Lamberova, Natalia","Subramanian, Venkatesh",,,,
+PPPE,6367,501,,12,1,2,2,1,,1,,,,,1,,,,,,"Cisneros Tersitsch, Marco Elias",,,,,
+PPPE,6368,001,,7,3,1,1,,,,,,,,,,,,,,"Peinhardt, Clint W",,,,,
+PPPE,8V97,056,,,,,,,,,,,,,,,,,,18,"Brunell, Thomas L",,,,,
+PSCI,3301,001,6,26,9,,4,,,,,,,,,,,,1,,"Jones, June A",,,,,
+PSCI,3306,001,2,13,12,4,1,,,,,,,,,,,,,,"Chang, Gary",,,,,
+PSCI,3310,001,25,6,4,,3,2,,,,,1,,,,,,1,,"McCaskill, John R",,,,,
+PSCI,3322,001,7,14,14,16,18,8,8,3,8,,3,,3,,,,,,"Miller, Banks P","Cincotta, Mamie G","Khan, Humza",,,
+PSCI,3322,HN1,5,15,5,,,,,,,,,,,,,,,,"Dow, Douglas C",,,,,
+PSCI,3328,001,,13,13,11,7,6,,2,2,1,,4,,,,,,,"Pinckney, Jonathan","Samat, Ahana M","Minoura, Haruna",,,
+PSCI,3333,001,6,7,21,12,13,4,5,3,2,,,,,,,,,,"Bram, Curtis","Eaton, John M","Peressotti, Giuseppe",,,
+PSCI,3350,001,11,33,5,1,8,4,,1,,,,,2,,,,,,"Cheruvu, Sivaram","Alfa, Victor L","Tao, Jing",,,
+PSCI,3362,001,3,14,8,5,3,7,2,3,1,,1,,4,,,,1,,"Muenks, Patrick","Elmore, Naela",,,,
+PSCI,4316,501,6,3,3,,,1,,,1,1,,1,,,,,,,"Cordell, Rebecca","Dao, Minh T",,,,
+PSCI,4321,001,18,12,7,1,,,,2,,,1,1,,,,,1,,"Widner, Katie",,,,,
+PSCI,4323,HN1,5,11,2,,,,,,,,,,,,,,,,"Roetzel Ossenfort, Natalie J",,,,,
+PSCI,4347,001,25,16,5,,,,,,,,,,,,,,,,"Sanchez De La Rosa, Andres Ricardo",,,,,
+PSCI,4348,501,12,9,8,4,,,1,,1,1,1,2,,,,,1,,"Cordell, Rebecca","Dao, Minh T",,,,
+PSCI,4354,501,3,15,7,4,1,,,,1,,,,,,,,,,"Jones, June A",,,,,
+PSCI,4356,001,1,6,6,2,3,2,2,,1,,,,,,,,,,"Peinhardt, Clint W","Heintze, Dagmar",,,,
+PSCI,4364,001,22,7,6,2,5,1,,,2,,1,,,,,,,,"Modjarrad, Sean Shahin",,,,,
+PSCI,4370,HN1,,48,,,,,,,,,,,,,,,,,"Chin, Michelle L",,,,,
+PSCI,4372,HN1,,48,,,,,,,,,,,,,,,,,"Daly, John A","Chin, Michelle L",,,,
+PSCI,4373,HN1,,47,,,1,,,,,,,,,,,,,,"Mbyirukira, Shema N","Nugent, Mary","Conrado, Aaron","Deitz, Janna","Chin, Michelle L",
+PSCI,4376,001,2,17,1,,2,,,1,,,,,,,,,1,,"Torno, Randell",,,,,
+PSCI,4V66,501,15,,,,,,,,,,,,,,,,,,"Seagroves, Tony A",,,,,
+PSCI,4V67,HN1,2,6,3,,,,,,,,,,,,,,,,"Joiner, Joanne",,,,,
+PSCI,4V76,HN1,,48,,,,,,,,,,,,,,,,,"Nugent, Mary","Ramanathan, Subhasri","Chin, Michelle L",,,
+PSCI,6308,0W1,,11,,,1,1,,,,,,,,,,,,,"Saibene, Paola",,,,,
+PSCI,6328,501,,8,3,3,,,,,,,,,,,,,,,"Sobolev, Anton",,,,,
+PSCI,6342,001,,12,3,1,,,,,,,,,,,,,,,"Cheruvu, Sivaram",,,,,
+PSCI,6347,001,,11,2,2,,,,,,,,,,,,,1,,"Miller, Banks P",,,,,
+PSY,2301,001,7,16,8,7,8,11,10,3,1,3,4,3,11,,,,2,,"Atchison, Kristin J","Heinrich, Melissa D",,,,
+PSY,2301,002,,53,31,13,11,6,5,3,1,,1,,4,,,,,,"Brody, Salena M","Williams, Denise D",,,,
+PSY,2301,0W1,11,40,44,17,14,6,3,7,,,,1,3,,,,1,,"Sasson, Noah J","Brown, Tracy",,,,
+PSY,2301,0W2,,47,35,9,14,6,3,4,3,1,1,1,5,,,,,,"Brody, Salena M","Carrico, Sara M",,,,
+PSY,2301,HN1,6,7,8,1,1,1,1,,,,,,,,,,,,"Devdas, Neetha R",,,,,
+PSY,2314,001,8,18,15,7,5,10,2,8,7,4,5,6,4,,,,,,"Atchison, Kristin J","Wu, Dennis",,,,
+PSY,2314,002,1,9,15,11,10,7,2,1,2,,2,1,4,,,,,,"Drew, Linda M","Delfosse, Camille M",,,,
+PSY,2317,001,9,6,3,1,3,3,2,1,2,,1,,1,,,,1,,"Atchison, Kristin J","Batchalli Maruthy, Gayathri",,,,
+PSY,2317,0W1,,51,18,5,5,5,1,1,1,,,,2,,,,,,"Fearon, Danielle","Behboudi, Mohammad Hossein",,,,
+PSY,2317,0W2,2,7,9,5,5,3,2,1,,,2,,3,,,,7,,"Ruggero, Camilo J","Kulkarni, Maitreyee",,,,
+PSY,3100,001,5,2,,1,2,,2,,,,1,,,,,,,,"Pouchie, Candida",,,,,
+PSY,3310,001,2,11,13,13,17,6,3,6,3,4,4,1,3,,,,2,,"Nelson Taylor, Jackie A",,,,,
+PSY,3310,002,,55,,,5,,,,,,,,1,,,,,,"Stankovic-Ramirez, Zlata","Hafiz, Mariam",,,,
+PSY,3310,0W1,,83,1,1,13,,1,2,,,2,,,,,,,,"Bonner, Deborah","Koch, Mia N",,,,
+PSY,3331,001,4,5,6,1,8,5,3,6,6,7,1,1,12,,,,,,"Kane, Heidi S","Han, Eun Jin",,,,
+PSY,3331,0H1,,30,6,12,14,10,6,21,8,3,1,,12,,,,2,,"Huxtable-Jester, Karen J","Hsieh, Uan-Luen",,,,
+PSY,3331,0W1,13,19,13,17,11,6,4,2,5,,2,1,1,,,,2,,"Park, Bo Kyung","Telidevara, Amrita Kaushik",,,,
+PSY,3332,001,,5,18,3,11,3,1,3,,1,,1,2,,,,,,"Drew, Linda M","Redig, Samantha L",,,,
+PSY,3338,001,4,10,5,4,3,2,3,,1,,1,,,,,,1,,"Tang, Alva","Liu, Yilin",,,,
+PSY,3339,0H1,,6,10,2,7,6,7,3,3,3,,,3,,,,,,"Huxtable-Jester, Karen J","Hsieh, Uan-Luen",,,,
+PSY,3342,501,4,22,9,9,5,4,2,2,,1,,1,,,,,,,"Bonner, Deborah","Gholap, Neha P",,,,
+PSY,3360,001,5,8,15,21,11,12,26,4,5,3,3,,2,,,,6,,"Assmann, Peter F","Pezanko, Luke",,,,
+PSY,3361,001,43,20,6,7,14,1,2,10,6,,4,2,2,,,,,,"Roark, Dana A","Cortez, Jared I",,,,
+PSY,3361,002,,12,,,20,,2,16,1,1,21,,6,,,,,,"Wig, Gagandeep S","Skolasinska, Paulina A",,,,
+PSY,3362,001,8,2,5,6,1,3,,2,,,3,,3,,,,,,"Atchison, Kristin J","Monroe, Anthony J",,,,
+PSY,3392,0W1,81,30,14,6,4,1,2,1,,,,,1,,,,,,"Grant, Meridith G","Sierra, Francisco J",,,,
+PSY,3392,0W2,12,13,9,10,9,6,5,11,4,2,3,1,9,,,,1,,"Poucher, Jesse W","Sudheesh, Athul",,,,
+PSY,3393,001,2,9,1,,2,1,1,,,,,,2,,,,,,"Frank, Colleen","Eisenberg, LuLu A",,,,
+PSY,3393,002,,6,5,8,5,,,,,,,,,,,,,,"Fearon, Danielle","Sanchez, Patricia Monique",,,,
+PSY,3393,003,1,9,2,1,4,,,3,1,,1,,1,,,,,,"Holub, Shayla C","Macphail, Donald C",,,,
+PSY,3393,004,,14,5,1,3,,,,,,,,,,,,,,"Fearon, Danielle","Leung, Carole",,,,
+PSY,3393,005,2,6,6,2,4,2,,,,,,,,,,,,,"Ybarra, Regina K","Wang, Bangjie",,,,
+PSY,3393,0W1,4,4,5,,3,3,,1,1,,,,,,,,,,"Shirvani, Forouz","Ma, Jessica",,,,
+PSY,3393,0W2,6,5,3,2,1,2,1,,,,,,1,,,,,,"Shirvani, Forouz","Eisenberg, LuLu A","Ma, Jessica",,,
+PSY,3393,501,,8,3,,2,1,1,1,,2,3,,1,,,,2,,"Tillman, Gail D","Sherard, Glenn H",,,,
+PSY,4320,001,8,11,4,6,8,6,5,1,,,1,,1,,,,2,,"Krawczyk, Daniel C",,,,,
+PSY,4326,001,3,11,4,5,1,2,2,,1,,,,,,,,1,,"Kent, Jerillyn",,,,,
+PSY,4328,001,3,5,6,5,7,12,2,8,4,3,4,,8,,,,2,,"Kane, Heidi S","Li, Yue",,,,
+PSY,4331,001,15,22,12,6,11,7,2,11,1,,3,1,1,,,,1,,"Poucher, Jesse W",,,,,
+PSY,4343,001,7,29,19,10,16,13,6,9,4,1,4,1,6,,,,2,,"Ybarra, Regina K","Gu, Pan",,,,
+PSY,4343,0W1,,20,22,15,42,25,16,13,5,1,1,1,4,,,,1,,"Pinkham, Amy E","Fan, Linlin",,,,
+PSY,4343,HN1,13,10,2,,,,,,,,,,,,,,,,"Devdas, Neetha R",,,,,
+PSY,4343,HN2,6,15,2,1,,,,,,,,,,,,,1,,"Devdas, Neetha R",,,,,
+PSY,4346,0W1,89,25,14,4,4,2,1,1,3,1,,2,2,,,,,,"Boynton, Catherine","Wilder, Siri",,,,
+PSY,4365,501,10,6,4,3,2,1,1,1,,,,1,1,,,,1,,"Raman, Rachna",,,,,
+PSY,4385,0W1,1,15,5,6,4,4,1,,1,1,,,1,,,,,,"Sullivan, Erin A",,,,,
+PSY,4386,001,2,4,6,3,9,2,5,3,,,1,,2,,,,1,,"Basak, Chandramallika",,,,,
+PSY,4394,001,,,,,,,,,,,,,,24,,1,,,"Choate, Michael J",,,,,
+PSY,4395,001,,,,,,,,,,,,,,42,1,1,1,,"Choate, Michael J",,,,,
+PSY,4V90,002,3,6,7,3,5,1,,1,,,,,1,,,,1,,"Skinner, Margaret",,,,,
+PSY,4V90,003,8,7,5,,,1,,2,,2,,1,2,,,,2,,"Skinner, Margaret",,,,,
+PSY,4V90,0W1,,12,2,1,6,1,4,1,,,,,4,,,,2,,"Ruggero, Jennifer L",,,,,
+PSYC,6331,001,,8,1,1,,1,,,,,,,,,,,,,"Mills, Candice M",,,,,
+PSYC,6352,0W1,,52,6,,,,,,,,,,,,,,,,"Krawczyk, Daniel C",,,,,
+REAL,3305,001,,,,1,,,4,3,2,,1,4,1,,,,,,"Guttery, Randall","Orekan, Paullina K",,,,
+REAL,3305,002,,,2,2,2,3,1,1,1,1,2,3,1,,,,,,"Guttery, Randall","Orekan, Paullina K",,,,
+REAL,3305,003,,1,,,2,,1,1,3,1,1,,,,,,1,,"Guttery, Randall","Orekan, Paullina K",,,,
+REAL,6321,0W1,,19,2,2,,2,,,,,,,,,,,,,"Lynch, Julie","Khadayate, Nikhar",,,,
+RELS,3351,001,2,5,1,3,1,,,,,,,,,,,,,,"Anjum, Zafar",,,,,
+RHET,1302,001,3,1,,,,1,,,,,1,,6,,,,1,,"Cakerice, John H",,,,,
+RHET,1302,002,3,2,3,2,2,1,,1,,,,,2,,,,,,"Hasan, Syeda Nadia",,,,,
+RHET,1302,004,1,1,1,1,1,1,2,1,2,,2,2,3,,,,,,"Cakerice, John H",,,,,
+RHET,1302,005,2,3,5,2,2,2,,1,,,,,,,,,1,,"Hasan, Syeda Nadia",,,,,
+RHET,1302,006,4,5,2,2,1,,,,,,,,2,,,,1,,"Morgan, George D",,,,,
+RHET,1302,007,6,5,1,,,,1,,,,,1,3,,,,,,"Hwang, Kyeongmin",,,,,
+RHET,1302,008,1,1,4,3,3,3,2,,,,,,1,,,,,,"Ahmad, Muhammad",,,,,
+RHET,1302,009,,3,2,3,2,1,,,,1,,,4,,,,,,"Nusrat, Masrufa A",,,,,
+RHET,1302,010,,2,1,,4,,,1,,,,1,3,,,,,,"Shabir, Junaid S",,,,,
+RHET,1302,011,,1,,4,4,,,,1,,,,1,,,,,,"Shabir, Junaid S",,,,,
+RHET,1302,012,5,4,,,1,,,,2,,,,5,,,,,,"Suller, Cristian Carlo L",,,,,
+RHET,1302,013,4,4,1,2,,1,1,2,1,,1,,,,,,,,"Heidari, Marjan",,,,,
+RHET,1302,014,6,,3,3,2,,1,,,,,,,,,,,,"Minzer, Karen",,,,,
+RHET,1302,015,2,,2,3,,1,,,,1,1,1,5,,,,,,"Suller, Cristian Carlo L",,,,,
+RHET,1302,016,7,1,4,,1,2,,,2,,,,,,,,1,,"Minzer, Karen",,,,,
+RHET,1302,017,1,2,,4,3,3,,,1,,,,4,,,,1,,"Priyadarshi, Abhipriya K",,,,,
+RHET,1302,018,7,1,2,2,,2,,,,,1,1,1,,,,,,"Arrabai, Mustafa M",,,,,
+RHET,1302,020,7,1,3,,1,2,2,,,,1,,1,,,,,,"Arrabai, Mustafa M",,,,,
+RHET,1302,021,5,4,2,1,1,1,,,,,,,1,,,,,,"Brazeal Garza, Lauren E",,,,,
+RHET,1302,022,2,3,5,3,2,,,1,,,,,,,,,,,"Feiz, Manzar",,,,,
+RHET,1302,023,4,4,4,,,1,1,,,,2,,1,,,,,,"Brazeal Garza, Lauren E",,,,,
+RHET,1302,024,3,3,3,2,3,,,1,,,,,2,,,,,,"Feiz, Manzar",,,,,
+RHET,1302,026,,7,2,3,3,,,1,,,1,,1,,,,,,"Al-Rashid, Entidhar H",,,,,
+RHET,1302,027,,3,6,3,3,,1,,,,1,,,,,,,,"Cantrell-Sutor, Jennifer D",,,,,
+RHET,1302,028,2,4,3,,,1,1,2,,,,,4,,,,1,,"Momeniabdolabadi, Bahareh",,,,,
+RHET,1302,029,,2,1,1,3,3,1,,1,1,1,1,1,,,,,,"Siddiqui, Rifat R",,,,,
+RHET,1302,030,2,9,1,2,1,,,,,,,,,,,,,,"Momeniabdolabadi, Bahareh",,,,,
+RHET,1302,031,,2,7,,3,,,,,,,1,2,,,,1,,"Siddiqui, Rifat R",,,,,
+RHET,1302,036,,,2,1,3,2,3,1,,,1,1,2,,,,1,,"Bhatt, Jenny",,,,,
+RHET,1302,037,1,9,1,3,1,1,,1,,,,,1,,,,,,"Drott, Caitlin",,,,,
+RHET,1302,039,1,5,,1,4,1,,1,,,,,4,,,,1,,"Aljararwa, Rasha",,,,,
+RHET,1302,040,,5,4,,1,1,1,,,,,1,4,,,,1,,"Aljararwa, Rasha",,,,,
+RHET,1302,041,,1,,1,2,2,,4,,1,1,1,3,,,,1,,"Yu, Katherine",,,,,
+RHET,1302,042,1,9,,1,4,1,,,,,,,1,,,,,,"Alem, Hosanna G",,,,,
+RHET,1302,043,,,1,,2,1,,2,1,,1,2,4,,,,1,,"Yu, Katherine",,,,,
+RHET,1302,044,2,8,3,1,3,,,,,,,,,,,,,,"Alem, Hosanna G",,,,,
+RHET,1302,0H1,8,4,,1,,1,1,,,,1,,1,,,,1,,"Anwesha, Swati",,,,,
+RHET,1302,0H2,4,6,6,1,,,,,,,,,1,,,,,,"Cantrell-Sutor, Jennifer D",,,,,
+RHET,1302,0H3,4,2,1,,1,3,1,1,,,1,,2,,1,,,,"Anwesha, Swati",,,,,
+RHET,1302,0H4,2,5,2,,,,,,1,1,,,3,,,,2,,"Ham, Jeeah",,,,,
+RHET,1302,0H5,5,10,1,,,1,,,,,,,1,,,,,,"Al-Rashid, Entidhar H",,,,,
+RHET,1302,0H6,7,4,3,1,,,1,,,,,,2,,,,,,"Ham, Jeeah",,,,,
+RHET,1302,0H7,,4,6,3,3,,,2,,,,,1,,,,,,"Sidders, Tiffany",,,,,
+RHET,1302,0H8,6,5,1,,,,,1,1,,2,,,,,,,,"Griffin, Janna L",,,,,
+RHET,1302,501,,4,1,1,1,1,,,,,,,2,,,,2,,"Nusrat, Masrufa A",,,,,
+RHET,1302,5H2,6,7,2,,,,,,1,,1,,2,,,,,,"Griffin, Janna L",,,,,
+RHET,2302,0H1,12,5,1,,,,,,,,,,1,,,,,,"Montgomery, Christina F",,,,,
+RHET,2302,0H2,5,4,2,,2,1,,1,1,,1,,1,,,,,,"Montgomery, Christina F",,,,,
+RHET,2302,0H3,,11,2,,1,1,2,,,,,,,,,,,,"Riley, Kristin N",,,,,
+RHET,2302,0H4,3,4,5,,2,1,,1,1,,,,,,,,1,,"Riley, Kristin N",,,,,
+RHET,4302,001,2,3,2,2,2,1,,,,,,,,,,,,,"King, Carie S",,,,,
+RMIS,4332,001,2,3,13,3,1,,,1,,,,,,,,,1,,"Haynes, Steven","Merchant, Ali Arsal",,,,
+SE,2340,005,,1,,,,,,,,,,,2,,,,7,,"Cole, John P",,,,,
+SE,2340,006,,1,,2,4,,2,1,1,1,,,,,,,,,"Jaffal, Wafa",,,,,
+SE,3162,052,11,6,4,1,1,,1,2,,,1,,,,,,,,"Debroy, Vidroha",,,,,
+SE,3162,053,6,4,2,,1,1,,2,,,,,,,,,,,"Debroy, Vidroha",,,,,
+SE,3162,091,12,2,,,1,,,,,,,,,,,,,,"Debroy, Vidroha",,,,,
+SE,3162,092,11,1,1,1,,,,,,,,,,,,,,,"Debroy, Vidroha",,,,,
+SE,3306,001,4,17,3,11,10,9,4,3,2,,,,2,,,,,,"Satpute, Meghana N",,,,,
+SE,3341,001,,,,1,2,,3,2,,2,,,1,,,,,,"Smiley, Octavious","Uddin, Mohammad Afser",,,,
+SE,3341,002,2,2,1,,3,,,3,2,1,,,1,,,,,,"Jiang, Shengjie","Thomas, Yaga S",,,,
+SE,3341,003,,2,,2,2,,3,5,,2,,,1,,,,,,"Smiley, Octavious","Yang, Jie",,,,
+SE,3341,004,,,1,1,1,1,2,4,1,1,4,2,3,,,,1,,"Guo, Huizhen","Garg, Bhanu",,,,
+SE,3341,005,,1,,,1,2,3,,,2,,1,2,,,,1,,"Jiang, Shengjie","Thomas, Yaga S",,,,
+SE,3341,006,1,,,1,2,,3,2,,,,,,,,,1,,"Smiley, Octavious","Yang, Jie",,,,
+SE,3345,004,,,,1,1,2,2,1,2,1,,,,,,,,,"Bereg, Sergey",,,,,
+SE,3345,005,,1,1,4,1,,2,,,,,,1,,,,,,"Feng, Ranran",,,,,
+SE,3345,007,1,1,3,5,1,,,2,,,,,,,,,,,"Chitturi, Bhadrachalam",,,,,
+SE,3345,503,3,3,2,2,2,,,1,,,,,,,,,,,"Mohamed, Omar",,,,,
+SE,3354,501,2,5,1,2,2,,1,1,1,,,,,,1,,,,"Christiansen, Michael G",,,,,
+SE,3377,001,2,3,4,,1,,,,1,,,,,,,,,,"Dollinger, Scott M",,,,,
+SE,3377,003,1,,2,1,2,,1,3,1,,,,,,,,2,,"Min, Richard K",,,,,
+SE,3377,503,5,2,2,1,1,,,,,,,,,,,,1,,"Alagar, Sridhar",,,,,
+SE,4347,004,2,5,,,7,1,,1,,,,,,,,,,,"Kumar, Pushpa S","Du, Wenbo",,,,
+SE,4348,001,,1,1,3,1,,,2,,,,,,,,,2,,"Ozbirn, Greg A","Pallapothula, Likhitha",,,,
+SE,4351,001,3,5,7,8,14,11,4,6,2,1,,,,,,,,,"Chung, Lawrence","Ntafos, Simeon C","Birsan, Vlad I",,,
+SE,4352,001,9,16,18,14,9,6,,5,2,,,,,,2,,,,"Christiansen, Michael G","Saha, Ramkrishna",,,,
+SE,4367,001,12,7,9,4,1,5,1,,1,,2,3,3,,,,,,"Nouroz Borazjany, Mehra","Lee, Jaeseong",,,,
+SE,4376,001,,,1,2,5,1,3,,,,,,,,,,,,"Paulk, Mark C","Hsu, Chih-Wei",,,,
+SE,4376,002,2,1,,2,3,2,1,,,,,,,,,,,,"Paulk, Mark C","Ocampo Diaz, Gerardo",,,,
+SE,4381,001,19,30,22,9,26,11,3,,,,,,,,,,,,"Smith, Klyne","Casas Murillo, Luis F","Guo, Hung-Jui",,,
+SE,4381,501,15,27,23,16,20,9,2,3,1,,1,,1,,,,1,,"Smith, Klyne","Casas Murillo, Luis F","Guo, Hung-Jui",,,
+SE,4485,001,1,61,,,,,,,,,,,,,,,,,"Wong, Weichen E","Chen, Zizhao","Hsu, Chih-Wei",,,
+SE,6316,001,,6,1,1,2,,,,,,,,,,,,,,"Paulk, Mark C",,,,,
+SE,6361,001,,7,6,3,4,1,,,,,,,,,,,1,,"Chung, Lawrence","Alshomar, Ahmad",,,,
+SE,6362,M01,,6,3,1,3,1,,,,,,,,,,,,,"Paulk, Mark C",,,,,
+SE,6367,001,,1,7,2,1,,,,,,,,,,,,,,"Wong, Weichen E","Hsu, Chih-Wei","Chen, Zizhao",,,
+SE,6387,M01,,10,,,,,,,,,,,,,,,,,"Gupta, Neeraj K",,,,,
+SGNL,1301,001,11,2,,1,,2,,,,,,,,,,,,,"Trammell-Conerly, Erika M",,,,,
+SOC,1301,0W1,50,13,7,,1,1,,,,,,,3,,,,,,"Dickey, Galen L",,,,,
+SOC,1301,0W2,31,4,,2,,1,,,,,,,,,,,1,,"Asfaw, Sirak",,,,,
+SOC,1301,HN1,13,7,2,2,,,,,1,,,,,,,,,,"Lanham, Carol C","Elsafadi, Hoda O",,,,
+SOC,2300,001,,6,5,8,1,2,,,1,,2,,1,,,,,,"Werhnyak, Larissa",,,,,
+SOC,2305,0W1,22,13,8,3,6,1,,1,,1,,,2,,,,1,,"Haque, Samiul",,,,,
+SOC,2319,0W1,38,6,,1,,,1,,,,,,1,,,,1,,"Asfaw, Sirak",,,,,
+SOC,3303,001,8,6,8,1,5,2,1,,,,,,3,,,,,,"Lanham, Carol C","Elsafadi, Hoda O",,,,
+SOC,3381,001,,20,2,5,3,,,,,,,,,,,,1,,"Gavigan, Brenda B","Elsafadi, Hoda O",,,,
+SOC,3392,001,25,,,,,,,,,,,,,,,,,,"Dickey, Galen L",,,,,
+SOC,4306,001,1,3,3,1,,1,,1,,,,,1,,,,,,"Skaggs, Sheryl L","Elsafadi, Hoda O",,,,
+SOC,4369,001,20,9,5,2,,,,1,,,,,1,,,,,,"Dickey, Galen L",,,,,
+SOC,4372,001,1,23,11,6,19,7,1,5,2,,,,2,,,,,,"Scotch, Richard K","Briggs-Megafu, Tamnala E",,,,
+SOC,4372,0W1,93,4,3,1,,1,,,,,,,,,,,,,"Dickey, Galen L",,,,,
+SOC,4396,0S1,24,,,,,,,,,,,,,,,,,,"Dickey, Galen L",,,,,
+SPAN,1311,001,1,6,1,2,1,1,,,1,,,,,,,,2,,"Saunders, Joy",,,,,
+SPAN,1311,002,5,5,,,3,,,,,1,,,,,,,,,"Puentes, Yunet",,,,,
+SPAN,1312,002,1,,3,3,1,1,,,,,,,,,,,1,,"Alins Breda, Diego",,,,,
+SPAN,2311,001,1,4,1,1,,1,,1,,1,,,,,,,,,"Alins Breda, Diego",,,,,
+SPAN,2311,002,1,2,4,,1,1,1,,,,,,,,,,,,"Alins Breda, Diego",,,,,
+SPAN,2312,001,3,3,3,1,,,1,,1,,,,,,,,,,"Camacho Guardado, Amalia Lorena",,,,,
+SPAN,2312,002,4,5,,,,,,,1,,,,,,,,1,,"Puentes, Yunet",,,,,
+SPAN,3311,001,5,3,5,1,4,1,,,,,,,,,,,,,"Camacho Guardado, Amalia Lorena",,,,,
+SPAN,3312,001,3,7,,,,,,1,,,,,,,,,,,"Camacho Guardado, Amalia Lorena",,,,,
+SPAN,3350,001,2,6,5,2,1,,,,,,,,,,,,,,"Alins Breda, Diego",,,,,
+SPAN,4330,0S1,20,5,,,,,,,,,,,,,,,,,"Camacho Guardado, Amalia Lorena",,,,,
+SPAU,3301,001,36,25,3,1,1,,,,,,1,,2,,,,,,"Aldridge, Michelle A",,,,,
+SPAU,3303,001,4,11,2,2,6,1,,1,,,,,1,,,,,,"Klimkowski, Hillary E",,,,,
+SPAU,3304,001,2,2,6,4,,5,3,3,3,2,,2,5,,,,,,"Walsh, Diane G","Mosley, Cornetta","Mundayoor, Saranya A",,,
+SPAU,3304,0W1,5,3,3,3,6,4,3,8,4,3,4,1,6,,1,,3,,"Mosley, Cornetta","Walsh, Diane G","Sharma, Susmi",,,
+SPAU,3340,001,,48,,,11,,,4,,,,,1,,,,,,"Neale, Hannah D","Kreidler, Kathryn V",,,,
+SPAU,3341,001,10,6,2,2,,1,,,,,,,1,,,,,,"Gohmert, Andrea K",,,,,
+SPAU,3343,001,3,9,4,5,4,2,2,1,,1,2,1,,,1,,,,"Mehta, Sonya","Thomas, Abbey L",,,,
+SPAU,3344,001,5,11,8,2,7,1,1,1,,,,,1,,,,,,"Behroozmand, Roozbeh","Qi, Shuang",,,,
+SPAU,3345,001,5,4,2,5,8,6,,2,,,3,1,1,,,,,,"Walsh, Diane G",,,,,
+SPAU,3388,0H1,,,,,,,,,,,,,,25,,,,,"Neale, Hannah D",,,,,
+SPAU,3390,0W1,,,,,,,,,,,,,,10,,,,,"Neale, Hannah D",,,,,
+SPAU,4308,001,,40,,,15,,,3,,,,,,,,,,,"Touchstone, Emily W","Cullinan, McKenzie B",,,,
+SPAU,4394,001,4,16,4,3,3,3,,,1,,,,,,,,,,"Klimkowski, Hillary E",,,,,
+STAT,1342,001,13,8,2,5,4,2,4,4,5,,3,1,3,,,,13,,"Koshevnik, Yuly","Wasala Mudiyanselage, Indrajith K",,,,
+STAT,2332,001,3,12,1,5,3,4,2,2,1,1,2,1,2,,,,1,,"Guo, Huizhen","Uddin, Mohammad Afser",,,,
+STAT,2332,002,8,7,5,5,5,5,3,7,8,2,1,,,,,,,,"Jiang, Shengjie","Zhao, Kun",,,,
+STAT,2332,003,31,18,4,6,1,3,,3,2,,,,,,,,1,,"Estacio-Hiroms, Kemelli","Wickramasinghe, Wickramasinghe M",,,,
+STAT,2332,004,1,10,9,6,7,2,4,2,1,,1,1,3,,,,,,"Guo, Huizhen","Uddin, Mohammad Afser",,,,
+STAT,2332,005,10,5,3,7,3,,4,2,2,,3,,1,,,,,,"Wu, Yunan","Zhao, Kun",,,,
+STAT,3355,001,15,18,6,6,5,4,1,8,,,,1,4,,,,,,"Li, Qiwei","Brakefield, Bryn M",,,,
+STAT,3355,002,11,21,,5,7,,,2,,,,,,,,,2,,"Smiley, Octavious","Brakefield, Bryn M",,,,
+STAT,3360,001,12,6,5,9,3,1,3,4,2,,,,1,,,,2,,"Koshevnik, Yuly","Shuvo, Farabi R",,,,
+STAT,4351,001,4,4,6,5,6,4,3,1,1,,,1,2,,,,2,,"Koshevnik, Yuly","Kim, Sungbum",,,,
+STAT,4352,001,9,5,4,5,6,4,4,4,,1,,,1,,,,2,,"Wu, Yunan","Fuksman, Lirit",,,,
+STAT,4352,501,7,,,5,3,4,,1,1,,1,2,,,,,,,"Efromovich, Sam","Fuksman, Lirit",,,,
+STAT,4354,001,6,6,4,8,7,3,3,,,1,,,,,,,,,"Jiang, Shengjie","Sajal, Ibrahim Hossain",,,,
+STAT,4355,001,14,2,7,4,2,6,1,1,,,,,,,,,,,"Tang, Chuan-Fa","Wang, Tingfang",,,,
+STAT,4360,001,9,2,4,7,4,7,5,,2,,,,1,,,,2,,"Wang, Jiayi","Wickramasinghe, Wickramasinghe M",,,,
+STAT,4382,001,10,5,5,6,3,,1,1,,,,1,1,,,,1,,"Koshevnik, Yuly","Zhao, Kun",,,,
+STAT,4475,001,9,10,3,,,,,,,,,,,,,,,,"Estacio-Hiroms, Kemelli","Wang, Tingfang",,,,
+STAT,5352,001,,6,1,2,4,2,,,,,,,2,,,,2,,"Chandra, Noirrit K","Shuvo, Farabi R",,,,
+STAT,5353,001,,27,3,2,3,2,,2,,,,,,,,,1,,"Li, Qiwei","Brakefield, Bryn M",,,,
+STAT,6332,501,,19,,,,,,,,,,,,,,,,,"Efromovich, Sam","Fuksman, Lirit",,,,
+STAT,6338,001,,5,6,5,1,2,,2,,,,,,,,,,,"Chen, Min","Kim, Jimi",,,,
+STAT,6339,001,,3,3,1,1,1,,2,,,,,1,,,,,,"Tang, Chuan-Fa",,,,,
+STAT,6348,001,,5,2,1,5,3,2,1,,,,,1,,,,,,"Biswas, Swati","Sajal, Ibrahim Hossain",,,,
+STAT,6390,001,,30,,,,,,,,,,,,,,,,,"Wu, Nan",,,,,
+SYSM,6302,001,,7,,,1,2,,,,,,,,,,,,,"Spong, Mark W",,,,,
+SYSM,6305,S01,,6,5,1,,,,,,,,,,,,,,,"Kapoor, Bhanu",,,,,
+SYSM,6329,501,,17,2,2,4,,,,,,,,,,,,,,"Koganti, Ramakrishna",,,,,
+SYSM,6329,S01,,4,1,6,,,,,,,,,,,,,,,"Koganti, Ramakrishna",,,,,
+SYSM,6V80,001,,8,1,,,1,,1,,,,,,,,,,,"Reynolds, Samuel E",,,,,
+SYSM,6319,S01,,4,2,,2,2,,,,,,,,,,,,,"Lewin, Peter",,,,,
+SYSM,6333,S01,,5,5,2,,,,,,,,,,,,,,,"Hicks, Jeffrey N","Bonon, Claudia V",,,,
+THEA,1310,001,23,12,6,4,1,,,1,2,,,,,,,,,,"Ferguson, Wesley A",,,,,
+THEA,1310,002,6,10,15,1,,2,,,2,1,,1,2,,,,,,"Enyaosah, Damian P",,,,,
+THEA,1310,003,41,3,3,,,,,,,,,,,,,,,,"Hamzeh, Fatemeh",,,,,
+THEA,1310,501,15,14,8,3,1,2,,1,,,,2,,,,,1,,"Ivey, Tinamarie",,,,,
+THEA,1310,HN1,22,,,,,,,,,,,,,,,,1,,"Trevino, Christopher L",,,,,
+THEA,1351,001,12,3,1,1,,,,,,,,,2,,,,2,,"Wensel, Laurence L",,,,,
+THEA,2372,002,5,5,3,,3,,,,,,,,,,,,2,,"Lingo, Kathy P",,,,,
+THEA,3353,101,12,,,,,,,,,,,,,,,,,,"Trevino, Christopher L",,,,,
+THEA,3372,001,1,7,,,3,1,,,,,,,,,,,,,"Lingo, Kathy P",,,,,
+THEA,4301,501,2,4,,1,,4,,,,,,,,,,,2,,"Curchack, Fred",,,,,
+UNIV,2075,001,,,,,,,,,,,,,,136,,11,,,"Beauchamp, Hillary L",,,,,
+UNIV,2V96,001,,,,,,,,,,,,,,16,,,,,"Jackson, D'Ric A",,,,,
+UNIV,3075,001,,,,,,,,,,,,,,61,,5,,,"Beauchamp, Hillary L",,,,,
+UNIV,3112,001,,,,,,,,,,,,,,55,,,2,,"LaDow, Eva S","Murphy, Jessica C",,,,
+UNIV,3310,001,,,,,,,,,,,,,,14,,1,,,"Dunn, Danielle","McKitrick, Avery",,,,
+UNIV,4074,001,,,,,,,,,,,,,,26,,,,,"Thomas, John D",,,,,
+UNIV,4074,002,,,,,,,,,,,,,,23,,,,,"Thomas, John D",,,,,
+UNIV,4074,003,,,,,,,,,,,,,,15,,,,,"Thomas, John D",,,,,
+UNIV,4075,001,,,,,,,,,,,,,,20,,,,,"Beauchamp, Hillary L",,,,,
+VPAS,3340,001,,4,5,5,2,1,,,,,,1,1,,,,,,"Baker, Barbara L",,,,,
+VPAS,4389,001,2,9,4,,,1,,,,,,,,,,,,,"Parsoneault, Catherine J",,,,,
+VPAS,6300,001,,12,,2,1,,,,,,,,2,,,,,,"Warren, Shilyh J",,,,,
+VPAS,6339,501,,10,,,,,,,,,,,,,,,,,"Pomara, John J",,,,,
+VPAS,6391,001,,17,2,,,,,,,,,,,,,,,,"Kim, Laura H","Randall, Steven",,,,
From 994c9a8d72818bda2c591a7e774609234c515b74 Mon Sep 17 00:00:00 2001
From: Ian <94922205+SoggyRhino@users.noreply.github.com>
Date: Mon, 4 Aug 2025 15:57:01 -0500
Subject: [PATCH 3/5] fixed static staticcheck error
---
parser/parser_test.go | 8 +++++---
1 file changed, 5 insertions(+), 3 deletions(-)
diff --git a/parser/parser_test.go b/parser/parser_test.go
index 443cbf7..668f6bc 100644
--- a/parser/parser_test.go
+++ b/parser/parser_test.go
@@ -180,8 +180,10 @@ func updateTestData() error {
for i, input := range utils.GetAllFilesWithExtension("testdata/coursebook/", ".html") {
- //manually load grades and profiles since it is usually called in Parse
- _ = loadGrades("testdata/grade-data/")
+ //manually load grades and profiles since it is usually called in Parse()
+ if err := loadGrades("testdata/grade-data/"); err != nil {
+ return fmt.Errorf("faild to load grade data: %v", err)
+ }
parse(input)
@@ -278,7 +280,7 @@ func updateTestData() error {
return fmt.Errorf("failed to load professors: %v", err)
}
// we need to remove meetings and sections since they are always empty when scrapped
- for i, _ := range professors {
+ for i := range professors {
professors[i].Sections = []primitive.ObjectID{}
professors[i].Office_hours = []schema.Meeting{}
}
From ad9b064d928631a00f01a2dea376b960dd94a09e Mon Sep 17 00:00:00 2001
From: Ian <94922205+SoggyRhino@users.noreply.github.com>
Date: Mon, 4 Aug 2025 15:57:01 -0500
Subject: [PATCH 4/5] fixed staticcheck error
---
parser/parser_test.go | 8 +++++---
1 file changed, 5 insertions(+), 3 deletions(-)
diff --git a/parser/parser_test.go b/parser/parser_test.go
index 443cbf7..668f6bc 100644
--- a/parser/parser_test.go
+++ b/parser/parser_test.go
@@ -180,8 +180,10 @@ func updateTestData() error {
for i, input := range utils.GetAllFilesWithExtension("testdata/coursebook/", ".html") {
- //manually load grades and profiles since it is usually called in Parse
- _ = loadGrades("testdata/grade-data/")
+ //manually load grades and profiles since it is usually called in Parse()
+ if err := loadGrades("testdata/grade-data/"); err != nil {
+ return fmt.Errorf("faild to load grade data: %v", err)
+ }
parse(input)
@@ -278,7 +280,7 @@ func updateTestData() error {
return fmt.Errorf("failed to load professors: %v", err)
}
// we need to remove meetings and sections since they are always empty when scrapped
- for i, _ := range professors {
+ for i := range professors {
professors[i].Sections = []primitive.ObjectID{}
professors[i].Office_hours = []schema.Meeting{}
}
From 60673aeb37c28e89005693adbf74721071c70801 Mon Sep 17 00:00:00 2001
From: Ian <94922205+SoggyRhino@users.noreply.github.com>
Date: Tue, 9 Sep 2025 12:27:48 -0500
Subject: [PATCH 5/5] Fixed update tests flag default to true, bypassing tests.
Fixed checking wrong test data in profileLoader_test.go. Make empty slice as
default for schema.Professors.
---
parser/courseParser_test.go | 7 +-
parser/gradeLoader.go | 11 +-
parser/gradeLoader_test.go | 6 +-
parser/parser.go | 6 +-
parser/parser_test.go | 11 +-
parser/professorParser.go | 5 +-
parser/profileLoader_test.go | 8 +-
parser/sectionParser.go | 2 +-
.../testdata/coursebook/case_000/course.json | 4 +-
.../coursebook/case_000/professors.json | 6 +-
.../testdata/coursebook/case_000/section.json | 6 +-
.../testdata/coursebook/case_001/course.json | 4 +-
.../coursebook/case_001/professors.json | 12 +-
.../testdata/coursebook/case_001/section.json | 8 +-
.../testdata/coursebook/case_002/course.json | 4 +-
.../coursebook/case_002/professors.json | 12 +-
.../testdata/coursebook/case_002/section.json | 8 +-
.../testdata/coursebook/case_003/course.json | 4 +-
.../coursebook/case_003/professors.json | 6 +-
.../testdata/coursebook/case_003/section.json | 6 +-
.../testdata/coursebook/case_004/course.json | 4 +-
.../coursebook/case_004/professors.json | 6 +-
.../testdata/coursebook/case_004/section.json | 6 +-
.../testdata/coursebook/case_005/course.json | 4 +-
.../testdata/coursebook/case_005/section.json | 4 +-
.../coursebook/case_006/classInfo.json | 14 --
.../testdata/coursebook/case_006/course.json | 25 --
.../testdata/coursebook/case_006/input.html | 219 ------------------
.../coursebook/case_006/professors.json | 1 -
.../testdata/coursebook/case_006/section.json | 51 ----
parser/testdata/coursebook/courses.json | 45 +---
parser/testdata/coursebook/professors.json | 68 +++---
parser/testdata/coursebook/profiles.json | 44 ++--
parser/testdata/coursebook/sections.json | 89 ++-----
parser/validator_test.go | 2 +-
35 files changed, 172 insertions(+), 546 deletions(-)
delete mode 100644 parser/testdata/coursebook/case_006/classInfo.json
delete mode 100644 parser/testdata/coursebook/case_006/course.json
delete mode 100644 parser/testdata/coursebook/case_006/input.html
delete mode 100644 parser/testdata/coursebook/case_006/professors.json
delete mode 100644 parser/testdata/coursebook/case_006/section.json
diff --git a/parser/courseParser_test.go b/parser/courseParser_test.go
index aebb2ec..9f13b2c 100644
--- a/parser/courseParser_test.go
+++ b/parser/courseParser_test.go
@@ -14,10 +14,14 @@ func TestGetCourse(t *testing.T) {
for name, testCase := range testData {
t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
_, courseNum := getInternalClassAndCourseNum(testCase.ClassInfo)
output := *getCourse(courseNum, testCase.Section.Academic_session, testCase.RowInfo, testCase.ClassInfo)
expected := testCase.Course
+ // skip fields that use primitive.ObjectID or are populated by ReqParser they are already
+ // covered in parser_test and are awkward to implement here, also mostly out of the scope of course parser
diff := cmp.Diff(expected, output, cmpopts.IgnoreFields(schema.Course{}, "Id", "Sections", "Enrollment_reqs", "Prerequisites"))
if diff != "" {
@@ -72,7 +76,6 @@ func TestGetCatalogYear(t *testing.T) {
defer FailTestIfPanic(t, name)
}
- // only call if we *expect* it to succeed
output := getCatalogYear(testCase.Session)
if !testCase.Panic && output != testCase.Expected {
t.Errorf("expected %q, got %q", testCase.Expected, output)
@@ -126,6 +129,8 @@ func TestGetPrefixAndCourseNum(t *testing.T) {
for name, testCase := range testCases {
t.Run(name, func(t *testing.T) {
+ t.Parallel()
+
if testCase.Panic {
defer FailTestIfNoPanic(t, name)
} else {
diff --git a/parser/gradeLoader.go b/parser/gradeLoader.go
index 6a72de1..65ee991 100644
--- a/parser/gradeLoader.go
+++ b/parser/gradeLoader.go
@@ -10,6 +10,8 @@ import (
"strings"
)
+const NumGradeColumns = 13
+
func loadGrades(csvDir string) error {
log.Print("Beginning grades loading.")
@@ -98,15 +100,14 @@ func csvToMap(csvFilePath string) (map[string][]int, error) {
}
for _, record := range records[1:] {
- // convert grade distribution from string to int
- intSlice := [14]int{}
+ intSlice := [NumGradeColumns + 1]int{}
- for j := 0; j < 13; j++ {
+ for j := 0; j < NumGradeColumns; j++ {
intSlice[j], _ = strconv.Atoi(record[aPlusCol+j])
}
- // add w number to the grade_distribution slice
+ // add w number to the end of grade_distribution slice
if wCol != -1 {
- intSlice[13], _ = strconv.Atoi(record[wCol])
+ intSlice[NumGradeColumns], _ = strconv.Atoi(record[wCol])
}
// add new grade distribution to map, keyed by SUBJECT + NUMBER + SECTION
diff --git a/parser/gradeLoader_test.go b/parser/gradeLoader_test.go
index 7997f99..e312566 100644
--- a/parser/gradeLoader_test.go
+++ b/parser/gradeLoader_test.go
@@ -63,7 +63,6 @@ func TestLoadGrades(t *testing.T) {
t.Errorf("failed to build csv file %v", err)
}
- //build expected map
expectedMap[name] = map[string][]int{
testCase.key: testCase.grades,
}
@@ -132,8 +131,9 @@ func buildCsv(t *testing.T, fileName string, subject string, catalogNumber strin
line := make([]string, 0, 28)
line = append(line, "", "", "", "", "", "", subject, catalogNumber, sectionNumber)
- line = append(line, gradesInput[0:13]...)
- line = append(line, "", "", "", "", "", gradesInput[13])
+ line = append(line, gradesInput[0:NumGradeColumns]...)
+ // move w from end of grade slice to csv position
+ line = append(line, "", "", "", "", "", gradesInput[NumGradeColumns])
if err = writer.Write(line); err != nil {
return fmt.Errorf("cannot write to file %s : %v", fileName, err)
diff --git a/parser/parser.go b/parser/parser.go
index 72b4c02..7997a65 100644
--- a/parser/parser.go
+++ b/parser/parser.go
@@ -79,7 +79,11 @@ func Parse(inDir string, outDir string, csvPath string, skipValidation bool) {
initMatchers()
for _, course := range Courses {
- ReqParsers[course.Id]()
+ if parseReqFunc, ok := ReqParsers[course.Id]; ok {
+ parseReqFunc()
+ } else {
+ fmt.Printf("Couldn't find course with id: %v", course.Id)
+ }
}
log.Print("Finished parsing course requisites!")
diff --git a/parser/parser_test.go b/parser/parser_test.go
index 668f6bc..62042ec 100644
--- a/parser/parser_test.go
+++ b/parser/parser_test.go
@@ -41,6 +41,8 @@ var (
testSections []schema.Section
// testProfessors is the unmarshalled /testdata/coursebook/professors.json
testProfessors []schema.Professor
+ // testProfiles is the unmarshalled /testdata/coursebook/profiles.json
+ testProfiles []schema.Professor
)
// TestMain entry point for all tests in the parser package.
@@ -57,7 +59,7 @@ var (
//
// `go test -v ./parser -args -update`
func TestMain(m *testing.M) {
- update := flag.Bool("update", true, "Regenerates the expected output for the provided test inputs. Should only be used when you are 100% sure your code is correct! It will make all test pass :)")
+ update := flag.Bool("update", false, "Regenerates the expected output for the provided test inputs. Should only be used when you are 100% sure your code is correct! It will make all test pass :)")
if !flag.Parsed() {
flag.Parse()
@@ -102,6 +104,11 @@ func TestMain(m *testing.M) {
log.Fatalf("Failed to load professors: %v", err)
}
+ testProfiles, err = utils.UnmarshallFile[[]schema.Professor]("./testdata/coursebook/profiles.json")
+ if err != nil {
+ log.Fatalf("Failed to load profiles: %v", err)
+ }
+
os.Exit(m.Run())
}
@@ -165,7 +172,7 @@ func loadTest(dir string) (result TestData, err error) {
//
// Errors may still occur while copying or deleting the testdata directory.
func updateTestData() error {
- //ignore logging
+ //suppress logs
log.SetOutput(&bytes.Buffer{})
defer log.SetOutput(os.Stdout)
diff --git a/parser/professorParser.go b/parser/professorParser.go
index 667a45a..2abf97d 100644
--- a/parser/professorParser.go
+++ b/parser/professorParser.go
@@ -10,10 +10,10 @@ import (
"go.mongodb.org/mongo-driver/bson/primitive"
)
-func parseProfessors(sectionId primitive.ObjectID, rowInfo map[string]*goquery.Selection, classInfo map[string]string) []primitive.ObjectID {
+func parseProfessors(sectionId primitive.ObjectID, rowInfo map[string]*goquery.Selection) []primitive.ObjectID {
professorText := utils.TrimWhitespace(rowInfo["Instructor(s):"].Text())
professorMatches := personRegexp.FindAllStringSubmatch(professorText, -1)
- var profRefs []primitive.ObjectID = make([]primitive.ObjectID, 0, len(professorMatches))
+ var profRefs = make([]primitive.ObjectID, 0, len(professorMatches))
for _, match := range professorMatches {
nameStr := utils.TrimWhitespace(match[1])
@@ -43,6 +43,7 @@ func parseProfessors(sectionId primitive.ObjectID, rowInfo map[string]*goquery.S
prof.Titles = []string{utils.TrimWhitespace(match[2])}
prof.Email = utils.TrimWhitespace(match[3])
prof.Sections = []primitive.ObjectID{sectionId}
+ prof.Office_hours = []schema.Meeting{}
profRefs = append(profRefs, prof.Id)
Professors[profKey] = prof
ProfessorIDMap[prof.Id] = profKey
diff --git a/parser/profileLoader_test.go b/parser/profileLoader_test.go
index 3d90110..f129103 100644
--- a/parser/profileLoader_test.go
+++ b/parser/profileLoader_test.go
@@ -1,9 +1,6 @@
package parser
import (
- "bytes"
- "log"
- "os"
"testing"
"github.com/UTDNebula/nebula-api/api/schema"
@@ -17,16 +14,13 @@ func TestProfileLoader(t *testing.T) {
professors := make(map[string]*schema.Professor)
professorIDMap := make(map[primitive.ObjectID]string)
- // profiles.json is just a copy of professors.json
- for _, prof := range testProfessors {
+ for _, prof := range testProfiles {
professorKey := prof.First_name + prof.Last_name
professors[professorKey] = &prof
professorIDMap[prof.Id] = professorKey
}
- log.SetOutput(&bytes.Buffer{})
err := loadProfiles("testdata/coursebook/")
- log.SetOutput(os.Stdout)
if err != nil {
t.Errorf("faild with error %v", err)
diff --git a/parser/sectionParser.go b/parser/sectionParser.go
index 6f8cadc..a6d3ac0 100644
--- a/parser/sectionParser.go
+++ b/parser/sectionParser.go
@@ -52,7 +52,7 @@ func parseSection(rowInfo map[string]*goquery.Selection, classInfo map[string]st
Section_number: sectionNumber,
Course_reference: courseRef.Id,
Academic_session: session,
- Professors: parseProfessors(id, rowInfo, classInfo),
+ Professors: parseProfessors(id, rowInfo),
Teaching_assistants: getTeachingAssistants(rowInfo),
Internal_class_number: classNum,
Instruction_mode: getInstructionMode(classInfo),
diff --git a/parser/testdata/coursebook/case_000/course.json b/parser/testdata/coursebook/case_000/course.json
index 7192ccf..0081fcc 100644
--- a/parser/testdata/coursebook/case_000/course.json
+++ b/parser/testdata/coursebook/case_000/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68911bed54c7e89bce3d42bc",
+ "_id": "68c05c5a43a5888bbec43bc6",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68911bed54c7e89bce3d42bd"
+ "68c05c5a43a5888bbec43bc7"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/coursebook/case_000/professors.json b/parser/testdata/coursebook/case_000/professors.json
index 1e816ee..412e324 100644
--- a/parser/testdata/coursebook/case_000/professors.json
+++ b/parser/testdata/coursebook/case_000/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68911bed54c7e89bce3d42be",
+ "_id": "68c05c5a43a5888bbec43bc8",
"first_name": "Botir",
"last_name": "Kobilov",
"titles": [
@@ -15,9 +15,9 @@
},
"profile_uri": "",
"image_uri": "",
- "office_hours": null,
+ "office_hours": [],
"sections": [
- "68911bed54c7e89bce3d42bd"
+ "68c05c5a43a5888bbec43bc7"
]
}
]
diff --git a/parser/testdata/coursebook/case_000/section.json b/parser/testdata/coursebook/case_000/section.json
index 766ed51..6558a15 100644
--- a/parser/testdata/coursebook/case_000/section.json
+++ b/parser/testdata/coursebook/case_000/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68911bed54c7e89bce3d42bd",
+ "_id": "68c05c5a43a5888bbec43bc7",
"section_number": "001",
- "course_reference": "68911bed54c7e89bce3d42bc",
+ "course_reference": "68c05c5a43a5888bbec43bc6",
"section_corequisites": null,
"academic_session": {
"name": "24F",
@@ -9,7 +9,7 @@
"end_date": "2024-12-13T00:00:00-06:00"
},
"professors": [
- "68911bed54c7e89bce3d42be"
+ "68c05c5a43a5888bbec43bc8"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/coursebook/case_001/course.json b/parser/testdata/coursebook/case_001/course.json
index cc46fea..b8cf985 100644
--- a/parser/testdata/coursebook/case_001/course.json
+++ b/parser/testdata/coursebook/case_001/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68911bed54c7e89bce3d42bf",
+ "_id": "68c05c5a43a5888bbec43bc9",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68911bed54c7e89bce3d42c0"
+ "68c05c5a43a5888bbec43bca"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/coursebook/case_001/professors.json b/parser/testdata/coursebook/case_001/professors.json
index bf68f62..ad61e38 100644
--- a/parser/testdata/coursebook/case_001/professors.json
+++ b/parser/testdata/coursebook/case_001/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68911bed54c7e89bce3d42c1",
+ "_id": "68c05c5a43a5888bbec43bcb",
"first_name": "Naim Bugra",
"last_name": "Ozel",
"titles": [
@@ -15,13 +15,13 @@
},
"profile_uri": "",
"image_uri": "",
- "office_hours": null,
+ "office_hours": [],
"sections": [
- "68911bed54c7e89bce3d42c0"
+ "68c05c5a43a5888bbec43bca"
]
},
{
- "_id": "68911bed54c7e89bce3d42c2",
+ "_id": "68c05c5a43a5888bbec43bcc",
"first_name": "Jieying",
"last_name": "Zhang",
"titles": [
@@ -36,9 +36,9 @@
},
"profile_uri": "",
"image_uri": "",
- "office_hours": null,
+ "office_hours": [],
"sections": [
- "68911bed54c7e89bce3d42c0"
+ "68c05c5a43a5888bbec43bca"
]
}
]
diff --git a/parser/testdata/coursebook/case_001/section.json b/parser/testdata/coursebook/case_001/section.json
index b620b7a..88c7d6a 100644
--- a/parser/testdata/coursebook/case_001/section.json
+++ b/parser/testdata/coursebook/case_001/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68911bed54c7e89bce3d42c0",
+ "_id": "68c05c5a43a5888bbec43bca",
"section_number": "003",
- "course_reference": "68911bed54c7e89bce3d42bf",
+ "course_reference": "68c05c5a43a5888bbec43bc9",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,8 +9,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68911bed54c7e89bce3d42c1",
- "68911bed54c7e89bce3d42c2"
+ "68c05c5a43a5888bbec43bcb",
+ "68c05c5a43a5888bbec43bcc"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/coursebook/case_002/course.json b/parser/testdata/coursebook/case_002/course.json
index 91832bd..40d557b 100644
--- a/parser/testdata/coursebook/case_002/course.json
+++ b/parser/testdata/coursebook/case_002/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68911bed54c7e89bce3d42c3",
+ "_id": "68c05c5a43a5888bbec43bcd",
"subject_prefix": "ACCT",
"course_number": "2301",
"title": "Introductory Financial Accounting",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68911bed54c7e89bce3d42c4"
+ "68c05c5a43a5888bbec43bce"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/coursebook/case_002/professors.json b/parser/testdata/coursebook/case_002/professors.json
index 77911bf..d51881e 100644
--- a/parser/testdata/coursebook/case_002/professors.json
+++ b/parser/testdata/coursebook/case_002/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68911bed54c7e89bce3d42c5",
+ "_id": "68c05c5a43a5888bbec43bcf",
"first_name": "Jieying",
"last_name": "Zhang",
"titles": [
@@ -15,13 +15,13 @@
},
"profile_uri": "",
"image_uri": "",
- "office_hours": null,
+ "office_hours": [],
"sections": [
- "68911bed54c7e89bce3d42c4"
+ "68c05c5a43a5888bbec43bce"
]
},
{
- "_id": "68911bed54c7e89bce3d42c6",
+ "_id": "68c05c5a43a5888bbec43bd0",
"first_name": "Naim Bugra",
"last_name": "Ozel",
"titles": [
@@ -36,9 +36,9 @@
},
"profile_uri": "",
"image_uri": "",
- "office_hours": null,
+ "office_hours": [],
"sections": [
- "68911bed54c7e89bce3d42c4"
+ "68c05c5a43a5888bbec43bce"
]
}
]
diff --git a/parser/testdata/coursebook/case_002/section.json b/parser/testdata/coursebook/case_002/section.json
index 81b817c..58ee510 100644
--- a/parser/testdata/coursebook/case_002/section.json
+++ b/parser/testdata/coursebook/case_002/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68911bed54c7e89bce3d42c4",
+ "_id": "68c05c5a43a5888bbec43bce",
"section_number": "001",
- "course_reference": "68911bed54c7e89bce3d42c3",
+ "course_reference": "68c05c5a43a5888bbec43bcd",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,8 +9,8 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68911bed54c7e89bce3d42c5",
- "68911bed54c7e89bce3d42c6"
+ "68c05c5a43a5888bbec43bcf",
+ "68c05c5a43a5888bbec43bd0"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/coursebook/case_003/course.json b/parser/testdata/coursebook/case_003/course.json
index d923c09..ce75d42 100644
--- a/parser/testdata/coursebook/case_003/course.json
+++ b/parser/testdata/coursebook/case_003/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68911bed54c7e89bce3d42c7",
+ "_id": "68c05c5a43a5888bbec43bd1",
"subject_prefix": "BA",
"course_number": "1320",
"title": "Business in a Global World",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68911bed54c7e89bce3d42c8"
+ "68c05c5a43a5888bbec43bd2"
],
"lecture_contact_hours": "3",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/coursebook/case_003/professors.json b/parser/testdata/coursebook/case_003/professors.json
index 889e861..0f73c2e 100644
--- a/parser/testdata/coursebook/case_003/professors.json
+++ b/parser/testdata/coursebook/case_003/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68911bed54c7e89bce3d42c9",
+ "_id": "68c05c5a43a5888bbec43bd3",
"first_name": "Peter",
"last_name": "Lewin",
"titles": [
@@ -15,9 +15,9 @@
},
"profile_uri": "",
"image_uri": "",
- "office_hours": null,
+ "office_hours": [],
"sections": [
- "68911bed54c7e89bce3d42c8"
+ "68c05c5a43a5888bbec43bd2"
]
}
]
diff --git a/parser/testdata/coursebook/case_003/section.json b/parser/testdata/coursebook/case_003/section.json
index ff08dce..fe399bd 100644
--- a/parser/testdata/coursebook/case_003/section.json
+++ b/parser/testdata/coursebook/case_003/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68911bed54c7e89bce3d42c8",
+ "_id": "68c05c5a43a5888bbec43bd2",
"section_number": "501",
- "course_reference": "68911bed54c7e89bce3d42c7",
+ "course_reference": "68c05c5a43a5888bbec43bd1",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,7 +9,7 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68911bed54c7e89bce3d42c9"
+ "68c05c5a43a5888bbec43bd3"
],
"teaching_assistants": [
{
diff --git a/parser/testdata/coursebook/case_004/course.json b/parser/testdata/coursebook/case_004/course.json
index 2d284fb..da5487f 100644
--- a/parser/testdata/coursebook/case_004/course.json
+++ b/parser/testdata/coursebook/case_004/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68911bed54c7e89bce3d42ca",
+ "_id": "68c05c5a43a5888bbec43bd4",
"subject_prefix": "BIOL",
"course_number": "6111",
"title": "Graduate Research Presentation",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68911bed54c7e89bce3d42cb"
+ "68c05c5a43a5888bbec43bd5"
],
"lecture_contact_hours": "1",
"laboratory_contact_hours": "0",
diff --git a/parser/testdata/coursebook/case_004/professors.json b/parser/testdata/coursebook/case_004/professors.json
index dbda3bd..30dcaf6 100644
--- a/parser/testdata/coursebook/case_004/professors.json
+++ b/parser/testdata/coursebook/case_004/professors.json
@@ -1,6 +1,6 @@
[
{
- "_id": "68911bed54c7e89bce3d42cc",
+ "_id": "68c05c5a43a5888bbec43bd6",
"first_name": "Tian",
"last_name": "Hong",
"titles": [
@@ -15,9 +15,9 @@
},
"profile_uri": "",
"image_uri": "",
- "office_hours": null,
+ "office_hours": [],
"sections": [
- "68911bed54c7e89bce3d42cb"
+ "68c05c5a43a5888bbec43bd5"
]
}
]
diff --git a/parser/testdata/coursebook/case_004/section.json b/parser/testdata/coursebook/case_004/section.json
index 3ebc969..d9bed29 100644
--- a/parser/testdata/coursebook/case_004/section.json
+++ b/parser/testdata/coursebook/case_004/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68911bed54c7e89bce3d42cb",
+ "_id": "68c05c5a43a5888bbec43bd5",
"section_number": "016",
- "course_reference": "68911bed54c7e89bce3d42ca",
+ "course_reference": "68c05c5a43a5888bbec43bd4",
"section_corequisites": null,
"academic_session": {
"name": "25S",
@@ -9,7 +9,7 @@
"end_date": "2025-05-16T00:00:00-05:00"
},
"professors": [
- "68911bed54c7e89bce3d42cc"
+ "68c05c5a43a5888bbec43bd6"
],
"teaching_assistants": [],
"internal_class_number": "29611",
diff --git a/parser/testdata/coursebook/case_005/course.json b/parser/testdata/coursebook/case_005/course.json
index ba8b40e..b447785 100644
--- a/parser/testdata/coursebook/case_005/course.json
+++ b/parser/testdata/coursebook/case_005/course.json
@@ -1,5 +1,5 @@
{
- "_id": "68911bed54c7e89bce3d42cd",
+ "_id": "68c05c5a43a5888bbec43bd7",
"subject_prefix": "AERO",
"course_number": "3320",
"title": "- Recitation",
@@ -15,7 +15,7 @@
"corequisites": null,
"co_or_pre_requisites": null,
"sections": [
- "68911bed54c7e89bce3d42ce"
+ "68c05c5a43a5888bbec43bd8"
],
"lecture_contact_hours": "",
"laboratory_contact_hours": "",
diff --git a/parser/testdata/coursebook/case_005/section.json b/parser/testdata/coursebook/case_005/section.json
index 2b1b4a2..3a5b8f7 100644
--- a/parser/testdata/coursebook/case_005/section.json
+++ b/parser/testdata/coursebook/case_005/section.json
@@ -1,7 +1,7 @@
{
- "_id": "68911bed54c7e89bce3d42ce",
+ "_id": "68c05c5a43a5888bbec43bd8",
"section_number": "201",
- "course_reference": "68911bed54c7e89bce3d42cd",
+ "course_reference": "68c05c5a43a5888bbec43bd7",
"section_corequisites": null,
"academic_session": {
"name": "25S",
diff --git a/parser/testdata/coursebook/case_006/classInfo.json b/parser/testdata/coursebook/case_006/classInfo.json
deleted file mode 100644
index 5ee1236..0000000
--- a/parser/testdata/coursebook/case_006/classInfo.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
- "": "",
- "Activity Type:": "Lecture",
- "Add Consent:": "Instructor Consent Required",
- "Class Level:": "Undergraduate",
- "Class Section:": "AERO4320.002.25S",
- "Class/Course Number:": "27906 / 000255",
- "Grading:": "Graded - Undergraduate",
- "How often a course is scheduled:": "∅",
- "Instruction Mode:": "Face-to-Face",
- "Orion Date/Time:": "2025-01-25 06:30:01",
- "Semester Credit Hours:": "4",
- "Session Type:": "Regular Academic Session"
-}
diff --git a/parser/testdata/coursebook/case_006/course.json b/parser/testdata/coursebook/case_006/course.json
deleted file mode 100644
index 119aa93..0000000
--- a/parser/testdata/coursebook/case_006/course.json
+++ /dev/null
@@ -1,25 +0,0 @@
-{
- "_id": "68911bed54c7e89bce3d42cf",
- "subject_prefix": "AERO",
- "course_number": "4320",
- "title": "- Laboratory",
- "description": "- ()",
- "enrollment_reqs": "",
- "school": "Undergraduate Studies",
- "credit_hours": "4",
- "class_level": "Undergraduate",
- "activity_type": "Lecture",
- "grading": "Graded - Undergraduate",
- "internal_course_number": "000255",
- "prerequisites": null,
- "corequisites": null,
- "co_or_pre_requisites": null,
- "sections": [
- "68911bed54c7e89bce3d42d0"
- ],
- "lecture_contact_hours": "",
- "laboratory_contact_hours": "",
- "offering_frequency": "",
- "catalog_year": "24",
- "attributes": null
-}
diff --git a/parser/testdata/coursebook/case_006/input.html b/parser/testdata/coursebook/case_006/input.html
deleted file mode 100644
index e8140e0..0000000
--- a/parser/testdata/coursebook/case_006/input.html
+++ /dev/null
@@ -1,219 +0,0 @@
-
-
-
-
-
-
-
- Course Title:
-
-
- - Laboratory
-
-
-
-
- Class Info:
-
-
-
-
-
-
- Class Section:
-
-
- AERO4320.002.25S
-
-
- Instruction Mode:
-
-
- Face-to-Face
-
-
-
-
- Class Level:
-
-
- Undergraduate
-
-
- Activity Type:
-
-
- Lecture
-
-
-
-
- Semester Credit Hours:
-
-
- 4
-
-
- Class/Course Number:
-
-
- 27906 / 000255
-
-
-
-
- Grading:
-
-
- Graded - Undergraduate
-
-
- Session Type:
-
-
- Regular Academic Session
-
-
-
-
- Add Consent:
-
-
- Instructor Consent Required
-
-
- Orion Date/Time:
-
-
- 2025-01-25 06:30:01
-
-
-
-
- How often a course is scheduled:
-
-
- ∅
-
-
-
-
-
-
-
-
-
-
-
-
-
- Status:
-
-
- Enrollment Status: OPEN Available Seats: 17 Enrolled Total: 2 Waitlist: 0
-
-
-
-
-
- Description:
-
-
- - ()
-
-
-
-
-
-
Class Notes:
Lecture and Lab combined. Must register in recitation. Course taught at UNT. The course will have multiple deliveries. The instructors will make an announcement to students for the course expectations for attendance/delivery.
-
-
- Instructor(s):
-
-
- -Staff-
-
-
-
TA/RA(s):
(none)
-
-
- Schedule:
-
-
-
-
Class Location and Times
-
Term: 25S Type: Regular Academic Session Starts: January 21, 2025 Ends: May 16, 2025