Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
98 commits
Select commit Hold shift + click to select a range
93aab41
Start over.
Jan 26, 2016
30d3314
Merge remote-tracking branch 'knowuh/master' into lia
liapetronio Feb 9, 2016
94ad5ea
proposal
egunn Feb 23, 2016
9b67a14
sketch updates
egunn Feb 23, 2016
f366fb1
Updates to API consumeres
knowuh Feb 25, 2016
4009597
Updates to week 5 and problem set 03 links.
knowuh Feb 25, 2016
5f92543
ignore api access token files
knowuh Feb 25, 2016
93b0ffc
Sample Twitter API parsing.
knowuh Feb 26, 2016
56581fd
Sample Twitter API parsing.
knowuh Feb 26, 2016
a500d8f
connect to Twitter data, set up force layout (collision still not rig…
egunn Feb 26, 2016
5965a00
collide broken - half translated back to sample data
egunn Feb 29, 2016
3301d7f
collision working, color change with retweets
egunn Feb 29, 2016
fa447e7
survey view update
Feb 29, 2016
4c51f1f
force layout and simple version of retweets working (need to fix tree…
egunn Feb 29, 2016
7857595
tooltip working
egunn Feb 29, 2016
63c53c9
Add week 6 content.
knowuh Feb 29, 2016
d78acf7
change
Feb 29, 2016
3a84db7
Merge pull request #67 from knowuh/Xinhe-Yu
knowuh Feb 29, 2016
b681a57
WIP IMPORTANT DONT MERGE ME.
knowuh Mar 1, 2016
bd78626
Merge remote-tracking branch 'origin/frankenbits'
knowuh Mar 1, 2016
3486822
Frankenbits ps-02
knowuh Mar 1, 2016
7ed1cfc
More frankenbits ps-02
knowuh Mar 1, 2016
e01fab4
WIP Dont Merge.
knowuh Mar 4, 2016
8e9d355
timeline data implemented, satellite distrib half debugged, not solve…
egunn Mar 8, 2016
6ee6543
treemap mostly working, problems with draw
egunn Mar 9, 2016
c37eeb6
put extractor project in its own directory. Sample Data dir.
knowuh Mar 9, 2016
77e4190
treemap mostly working; still problems drawing correct satellites to svg
egunn Mar 9, 2016
98e2498
Updates to python scripts.
knowuh Mar 10, 2016
4a1f3f6
Merge branch 'twitter':wq
knowuh Mar 10, 2016
87f5896
Updates to sample data & python scripts.
knowuh Mar 10, 2016
8673982
Updates to sample data & python scripts.
knowuh Mar 11, 2016
93f8aac
fixed append issue, now need to optimize treemap settings
egunn Mar 12, 2016
3b5d6bc
satellites and timeline data working
egunn Mar 12, 2016
c2d1c38
Week 7 Overview
knowuh Mar 14, 2016
3e20a76
Week 7 fixes.
knowuh Mar 14, 2016
3bb7e09
Links to presentations.
knowuh Mar 14, 2016
c03dbb0
Merge pull request #70 from knowuh/egunn
knowuh Mar 16, 2016
2bc74ca
Updates to python scripts.
knowuh Mar 14, 2016
3f3d556
Update the syllabus for 2016-03-21 class 08.
knowuh Mar 21, 2016
c863d73
Merge remote-tracking branch 'knowuh/master' into lia
liapetronio Mar 21, 2016
58a63b1
New search tags for scripts
knowuh Mar 23, 2016
db8a718
Minor improvements to extractor. Place plugin.
knowuh Mar 23, 2016
a4d2b6c
New 100 sample Zika data, with Locations.
knowuh Mar 23, 2016
28af6b8
splitting screen, using two scripts - merge back into one
egunn Mar 23, 2016
89e2914
Code cleanup. Reorganize files.
knowuh Mar 24, 2016
2850e7c
move flickr config file to dot-file.
knowuh Mar 24, 2016
81067d3
timeline implemented and mouse events linked
egunn Mar 24, 2016
39c2777
reciprocal tooltips working
egunn Mar 26, 2016
be688c9
In progress examples from our makeup class.
knowuh Mar 26, 2016
6a6d5a6
Improvements to flicker processing. Modifications to extration.
knowuh Mar 26, 2016
d3ad0c9
Merge branch 'master' into Xinhe-Yu
Mar 26, 2016
9139f1d
compare user page mockup
egunn Mar 28, 2016
6dba6db
Midterm-fashion
Mar 28, 2016
16b4a01
delate readme
Mar 28, 2016
114caf0
final project setup
Navarjun Mar 28, 2016
299a376
Merge branch 'master' into tangdru
tangdru Mar 28, 2016
68516ba
uploading midterm
tangdru Mar 28, 2016
78e87af
updatae
tangdru Mar 28, 2016
8e2db59
Merge pull request #73 from knowuh/navarjun
knowuh Mar 28, 2016
36a8e12
Merge pull request #74 from knowuh/tangdru
knowuh Mar 28, 2016
c7d48f2
Merge pull request #72 from knowuh/Xinhe-Yu
knowuh Mar 28, 2016
28b107c
Merge pull request #71 from knowuh/egunn
knowuh Mar 28, 2016
449f769
more updates
tangdru Mar 28, 2016
ac3046c
UNESCO Mockup
liapetronio Mar 28, 2016
c942952
Added Final Mockup
odonnel-p Mar 28, 2016
ee8cc3d
Cool stuff!
Navarjun Mar 28, 2016
e12a8f0
Merge pull request #78 from knowuh/navarjun
knowuh Mar 28, 2016
9ebc69d
Merge pull request #77 from liapetronio/lia
knowuh Mar 28, 2016
13e5d06
Merge pull request #76 from knowuh/odonnel-p
knowuh Mar 28, 2016
fb79bd3
Merge pull request #75 from knowuh/tangdru
knowuh Mar 28, 2016
155bfb8
Update the syllabus for 2016-03-28 class 09.
knowuh Mar 28, 2016
d8124d7
got my zika info up!
tangdru Mar 28, 2016
a6de5a5
Merge pull request #79 from knowuh/tangdru
knowuh Mar 28, 2016
db17d1b
Merge pull request #66 from knowuh/KiniLuo
knowuh Mar 28, 2016
a317aa9
quick fix for egunn
knowuh Mar 28, 2016
02efbdc
multi-focus implemented
egunn Apr 1, 2016
334df02
new colors front pg
egunn Apr 2, 2016
3dbe9cb
Updates to python scripts to pull Flickr data, categorize tweets.
knowuh Apr 4, 2016
b111619
Add class 10 to syllabus
knowuh Apr 4, 2016
885f815
.gitignore should ignore .idea/* now
knowuh Apr 4, 2016
5af3f82
Update to Syllabus: Week 10.
knowuh Apr 4, 2016
b2e565e
Update to Syllabus: Week 10.
knowuh Apr 4, 2016
35710d5
Update to Syllabus: Week 10.
knowuh Apr 4, 2016
6dd8b6b
Fix mislabled weeks in syllabus
knowuh Apr 4, 2016
a0c219e
live query implemented
egunn Apr 10, 2016
625cfaa
Twitter updates from last week.
knowuh Apr 11, 2016
a02d367
Luegreen changes from last week
knowuh Apr 11, 2016
2601621
Added week 11
knowuh Apr 11, 2016
ccb45ad
Add a few more links into week 11
knowuh Apr 11, 2016
baf87ab
before class 0411
egunn Apr 11, 2016
f170709
Merge pull request #82 from knowuh/egunn
knowuh Apr 12, 2016
6d4f08a
Binned Zika Data & Color Pallete python helper.
knowuh Apr 12, 2016
4cc46be
Changes to python scripts for project needs
knowuh Apr 21, 2016
067d094
New data for projects
knowuh Apr 21, 2016
5244a10
New data for Trump and Panama Papers
knowuh Apr 25, 2016
332b5b1
New data for Panamapapers.
knowuh Apr 25, 2016
befac38
WIP : Final presentations
knowuh Apr 25, 2016
3557637
Final project updates.
knowuh Apr 26, 2016
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
The table of contents is too big for display.
Diff view
Diff view
  •  
  •  
  •  
3 changes: 3 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -5,3 +5,6 @@ node_modules
03/js/survey.js

xiaoyunver/ps-03/vendor/jquery.min.js
*_config.json
*.pyc
twitter/client/
497 changes: 0 additions & 497 deletions .idea/workspace.xml

This file was deleted.

5 changes: 5 additions & 0 deletions odonnel-p/ps-03/spreadsheet.js → 03/js/spreadsheet.js
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,11 @@ window.loadSpreadsheet = function(spreadsheetID, parentCallback) {
var version = "/1/public/values";
var url = baseUrl + spreadsheetID + version + callbackUrl;

// Google returns an array[] of ugly row objects
// Rows values are stored in row.content.$t, as {"columnName1: value1, columnName2: value2}
// mapValues turns one row value into an object that is easier to work with.
// The return row just looks like {column1: 'value1', column2: 'value2'}
// see the [lowdash documentation](https://lodash.com/docs)
var mapValues = function(value) {
var stringValues = _.trim(value.content.$t).split(',');
var arrayValue = _.map(stringValues, function(s) {
Expand Down
2 changes: 1 addition & 1 deletion 03/ps03.html
Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ <h3 id="reading-">Reading:</h3>
<li>Anthropology: <a href="https://www.artsy.net/auction/the-algorithm-auction">code at auction</a></li>
</ul>
<h3 id="problems-">Problems:</h3>
<p>On the first day of class, we created data using google spreadsheet survey&#39;s. I demonstrated a very simple and <a href="../survey.html">uninspired D3 plot</a> of our data. This week, I you will revise my work and create two new compositions.</p>
<p>On the first day of class, we created data using google spreadsheet survey&#39;s. I demonstrated a very simple and <a href="./survey.html">uninspired D3 plot</a> of our data. This week, I you will revise my work and create two new compositions.</p>
<p>Please choose two radically different approaches in your two solutions.</p>
<p>Some Ideas: Are you going to show multiple values, or focus on just one? What is the smallest most efficient representation for this data? What is an abstract representation? A text only representation?</p>
<p>Please create a new folder <code>&lt;username&gt;/ps-03/index.html</code> and have it point to each of your solutions for these problems (a,b):</p>
Expand Down
2 changes: 1 addition & 1 deletion 03/ps03.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@ Concepts, Notations, Software, Art](http://www.netzliteratur.net/cramer/concepts
* Anthropology: [code at auction](https://www.artsy.net/auction/the-algorithm-auction)

### Problems:
On the first day of class, we created data using google spreadsheet survey's. I demonstrated a very simple and [uninspired D3 plot](../survey.html) of our data. This week, I you will revise my work and create two new compositions.
On the first day of class, we created data using google spreadsheet survey's. I demonstrated a very simple and [uninspired D3 plot](./survey.html) of our data. This week, I you will revise my work and create two new compositions.

Please choose two radically different approaches in your two solutions.

Expand Down
2 changes: 1 addition & 1 deletion 05/index.html
Original file line number Diff line number Diff line change
Expand Up @@ -114,7 +114,7 @@ <h3 id="break-8-00-8-10">BREAK 8:00 - 8:10</h3>
<h3 id="working-questions">Working &amp; Questions</h3>
<p>Get started on modifications to your project proposal.</p>
<h3 id="problem-set-05-">Problem set 05:</h3>
<p>Project Proposal. Bring in 1 or 2 project proposals for next week. Do the layout for both in HTML / CSS. The purpose of this proposal is to make us believe. It is acceptable at this phase to have large fake images (jpg?). Use &#39;click-handling&#39; fakery to give us a sense of the UI.</p>
<p>Project Proposal. Bring in 1 or 2 project proposals for next week. The purpose of this proposal is to make us believe. It is acceptable at this phase to have large fake images (jpg?). Use &#39;click-handling&#39; fakery to give us a sense of the UI if applicable.</p>
<h2 id="snow-day-slack-links-">Snow Day Slack Links:</h2>
<h2 id="items-from-last-week-">Items from last week:</h2>
<ul>
Expand Down
2 changes: 1 addition & 1 deletion 05/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -83,7 +83,7 @@ We need to reschedule all our presentations. New schedule:
Get started on modifications to your project proposal.

### Problem set 05:
Project Proposal. Bring in 1 or 2 project proposals for next week. Do the layout for both in HTML / CSS. The purpose of this proposal is to make us believe. It is acceptable at this phase to have large fake images (jpg?). Use 'click-handling' fakery to give us a sense of the UI.
Project Proposal. Bring in 1 or 2 project proposals for next week. The purpose of this proposal is to make us believe. It is acceptable at this phase to have large fake images (jpg?). Use 'click-handling' fakery to give us a sense of the UI if applicable.


## Snow Day Slack Links:
Expand Down
118 changes: 118 additions & 0 deletions 06/index.html
Original file line number Diff line number Diff line change
@@ -0,0 +1,118 @@
<!doctype html>
<html class="no-js" lang="">

<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<title>IDV Studio 2</title>
<meta name="description" content="">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="apple-touch-icon" href="./img/apple-touch-icon.png">
<link href='https://fonts.googleapis.com/css?family=Source+Sans+Pro:400,700' rel='stylesheet' type='text/css'>
<link href='https://fonts.googleapis.com/css?family=Raleway:400' rel='stylesheet' type='text/css'>
<link rel="stylesheet" href="../css/normalize.min.css">
<link rel="stylesheet" href="../css/boilerplate.css">
<link rel="stylesheet" href="../css/main.css">
<script src="../js/vendor/jquery.min.js"></script>
<script src="../js/solutions.js"></script>
</head>

<body>
<div class="fixed-width">
<h1 id="class-06-feb-29-2016-">Class 06 – Feb 29 2016:</h1>
<h2 id="project-proposals">Project Proposals</h2>
<p>For the next two weeks in and out of class we will be working towards our midterm prototypes. We have five weeks before our final projects are due. We will review our proposals in class, to determine a pragmatic approach to get us to great final projects.</p>
<h3 id="scheduled-presentations-">Scheduled Presentations:</h3>
<ul>
<li>Feb 29: Lorzenzo, Sever, and Cara</li>
<li>Mar 14: June and Andrew</li>
<li>Mar 28: Kimi and Jiani</li>
<li>Apr 4: Jessie and Patric</li>
<li>Apr 11: Ryan and Navi</li>
</ul>
<h3 id="study-groups-">Study groups.</h3>
<p>Everyone should be in a <strong>study group</strong>. Lets try to organize ~3-5 groups of people working on related topics. Put the group name and member names on the baord. We should make Slack channels for these groups.</p>
<h4 id="does-an-online-idv2-makeup-class-work-for-people-tomorrow-">Does an online IDV2 makeup class work for people Tomorrow?</h4>
<h3 id="presentations-from-lorzenzo-sever-and-cara">Presentations from Lorzenzo, Sever, and Cara</h3>
<ul>
<li><a href="http://www.theguardian.com/society/ng-interactive/2015/feb/05/-sp-watch-how-measles-outbreak-spreads-when-kids-get-vaccinated">measles vaccination - cara</a></li>
</ul>
<h4 id="the-flikr-search-api-and-data-explorer-">The Flikr SEARCH API and data explorer:</h4>
<ul>
<li><a href="https://www.flickr.com/services/api/explore/flickr.photos.search">search</a></li>
<li><a href="https://www.flickr.com/services/api/flickr.photos.search.html">API Documentation</a></li>
</ul>
<h3 id="look-at-project-proposals-">Look at project proposals.</h3>
<p>Identify intention.</p>
<p>What phenomenon are you exploring? What features are you expecting to uncover? Who has done related work? If this work is narrative then What is the story you are trying to tell? If the work is editorial: What perspectives are you taking? what are the some alternate perspectives? If the objective is analytical: What is being measured? What is being ignored?</p>
<p>Start with your ideal visual representation and work backwards towards the data. What would the data need to look like to implement your vision? Think about feature mapping. What features do you care the most about? How are they represented?</p>
<p>Can you answer:</p>
<ul>
<li>Who cares? (iishi)</li>
<li>Static vs. Interactive</li>
<li>Exploratory vs. Narrative</li>
<li>Anecdotal vs. Scientific</li>
<li>Historic vs. Live</li>
<li>Related works and precedent?</li>
<li>Where and how will you publish?</li>
</ul>
<h4 id="work-in-class-and-problem-set-06-challenges-">Work in class and Problem Set 06: Challenges.</h4>
<p>You will be expected to present some challenges in class next week. Your response can be PDF, Text, or Web page. After answering the questions, you prepare another revision of your design, addressing any concerns raised in class.</p>
<ol>
<li>Identify next steps in your project. Enumerate and prioritize what you need to complete your project. The biggest challenges and unknowns should be put at the top of the list.</li>
<li>For each challenge spend 5-10 minutes thinking of a <em>plan-b</em>. Would you be able to rework your project? What would it look like with these change?</li>
<li>For each challenge, can you identify someone in class, or a close friend outside of class who might be able to help?</li>
<li>For each challenge, spend up to one hour doing initial research. Does the problem look solvable? What are the biggest &#39;pieces&#39; of the problem? Write down the online resources available to solve this problem.</li>
</ol>
<hr>
<h4 id="questions-to-consider-">Questions to consider:</h4>
<ul>
<li>What kind of data are you exploring?<ul>
<li>Where do you get it?</li>
<li>What dimensions does it have?</li>
<li>Is some data missing?</li>
</ul>
</li>
<li>Framing:<ul>
<li>Over what time period?</li>
<li>Categorized by what?</li>
<li>Sorted by what?</li>
<li>Compared to what?</li>
<li>Where / who?</li>
<li>How much data do you have or care to work with?</li>
<li>Can we &#39;dig in&#39; to find out more?</li>
<li>Can this visualization be personalized or customized?</li>
</ul>
</li>
</ul>
<h4 id="data-capture-process-">Data capture process:</h4>
<ul>
<li>Collect Data (CSV, XML, JSON) from web services. Archive?</li>
<li>Combine data (merge multiple records into one): Identify attributes you care about.<ul>
<li>Add sentiment</li>
<li>Add image tags</li>
<li>Dig into responses, likes, retweets … &amp;etc.</li>
</ul>
</li>
<li>Filter. Pluck. Summarize.</li>
<li>Reshape. Make the data conform to your visualization needs.</li>
<li>Display in a web browser.</li>
</ul>
<h4 id="previous-reading-watching-">Previous Reading / Watching:</h4>
<ul>
<li><a href="http://ed.ted.com/lessons/mapping-the-world-with-twitter-jer-thorp">Visualizing the world&#39;s Twitter data – Jer thorp</a></li>
<li><a href="https://www.mapbox.com/blog/visualizing-3-billion-tweets/">Visualizing 3 billion tweets</a></li>
<li><a href="https://www.ted.com/talks/blaise_aguera_y_arcas_demos_photosynth?language=en">Microsoft PhotoSynth Ted talk</a></li>
<li>Read this recent paper by danah boyd. <a href="http://www.danah.org/papers/talks/2015/ParkerLecture.html">What World Are We Building?</a> - danah has been researching online behavior and critiquing social media for more than 10 years. Her primary concern is about online youth, but her work is generally applicable.</li>
<li>Lev Mannovich has been doing interesting experiments with large volumes of instagram images. See for example <a href="http://manovich.net/index.php/projects/hours-in-kiev-copy">The Exceptional and the Everyday: 144 hours in Kyiv</a></li>
<li>TODO: Help me review this <a href="http://www.cs.nyu.edu/faculty/davise/papers/BigDataBib.html">big list of recommended journal articles on Big Data</a>. A few papers and sections may be of interest, though I have not vetted any of them yet:</li>
<li><a href="http://qz.com/279139/the-17-best-bots-on-twitter/">Twitter Bots</a>, especially bots that make images.</li>
<li><a href="http://www.theguardian.com/artanddesign/2015/may/27/suicide-girls-richard-prince-copying-instagram">Richard Price and the Suicide Grils</a></li>
<li>[Images, privacy and the abuse(<a href="http://www.nytimes.com/2010/08/12/technology/personaltech/12basics.html?_r=0">http://www.nytimes.com/2010/08/12/technology/personaltech/12basics.html?_r=0</a>) of <a href="https://en.wikipedia.org/wiki/Exchangeable_image_file_format">exif data</a>.</li>
</ul>

<div id="dynamic-content"></div>
</div>
</body>

</html>
107 changes: 107 additions & 0 deletions 06/index.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,107 @@
# Class 06 – Feb 29 2016:

## Project Proposals

For the next two weeks in and out of class we will be working towards our midterm prototypes. We have five weeks before our final projects are due. We will review our proposals in class, to determine a pragmatic approach to get us to great final projects.


### Scheduled Presentations:
* Feb 29: Lorzenzo, Sever, and Cara
* Mar 14: June and Andrew
* Mar 28: Kimi and Jiani
* Apr 4: Jessie and Patric
* Apr 11: Ryan and Navi

### Study groups.
Everyone should be in a **study group**. Lets try to organize ~3-5 groups of people working on related topics. Put the group name and member names on the baord. We should make Slack channels for these groups.

#### Does an online IDV2 makeup class work for people Tomorrow?

### Presentations from Lorzenzo, Sever, and Cara
* [measles vaccination - cara](http://www.theguardian.com/society/ng-interactive/2015/feb/05/-sp-watch-how-measles-outbreak-spreads-when-kids-get-vaccinated)


#### The Flikr SEARCH API and data explorer:
* [search](https://www.flickr.com/services/api/explore/flickr.photos.search)
* [API Documentation](https://www.flickr.com/services/api/flickr.photos.search.html)

### Look at project proposals.

Identify intention.

What phenomenon are you exploring? What features are you expecting to uncover? Who has done related work? If this work is narrative then What is the story you are trying to tell? If the work is editorial: What perspectives are you taking? what are the some alternate perspectives? If the objective is analytical: What is being measured? What is being ignored?

Start with your ideal visual representation and work backwards towards the data. What would the data need to look like to implement your vision? Think about feature mapping. What features do you care the most about? How are they represented?

Can you answer:
* Who cares? (iishi)
* Static vs. Interactive
* Exploratory vs. Narrative
* Anecdotal vs. Scientific
* Historic vs. Live
* Related works and precedent?
* Where and how will you publish?


#### Work in class and Problem Set 06: Challenges.
You will be expected to present some challenges in class next week. Your response can be PDF, Text, or Web page. After answering the questions, you prepare another revision of your design, addressing any concerns raised in class.

1. Identify next steps in your project. Enumerate and prioritize what you need to complete your project. The biggest challenges and unknowns should be put at the top of the list.
2. For each challenge spend 5-10 minutes thinking of a _plan-b_. Would you be able to rework your project? What would it look like with these change?
3. For each challenge, can you identify someone in class, or a close friend outside of class who might be able to help?
4. For each challenge, spend up to one hour doing initial research. Does the problem look solvable? What are the biggest 'pieces' of the problem? Write down the online resources available to solve this problem.


------

#### Questions to consider:
* What kind of data are you exploring?
* Where do you get it?
* What dimensions does it have?
* Is some data missing?
* Framing:
* Over what time period?
* Categorized by what?
* Sorted by what?
* Compared to what?
* Where / who?
* How much data do you have or care to work with?
* Can we 'dig in' to find out more?
* Can this visualization be personalized or customized?

#### Data capture process:
* Collect Data (CSV, XML, JSON) from web services. Archive?
* Combine data (merge multiple records into one): Identify attributes you care about.
* Add sentiment
* Add image tags
* Dig into responses, likes, retweets … &etc.
* Filter. Pluck. Summarize.
* Reshape. Make the data conform to your visualization needs.
* Display in a web browser.


#### Previous Reading / Watching:

* [Visualizing the world's Twitter data – Jer thorp](http://ed.ted.com/lessons/mapping-the-world-with-twitter-jer-thorp)
* [Visualizing 3 billion tweets](https://www.mapbox.com/blog/visualizing-3-billion-tweets/)
* [Microsoft PhotoSynth Ted talk](https://www.ted.com/talks/blaise_aguera_y_arcas_demos_photosynth?language=en)
* Read this recent paper by danah boyd. [What World Are We Building?](http://www.danah.org/papers/talks/2015/ParkerLecture.html) - danah has been researching online behavior and critiquing social media for more than 10 years. Her primary concern is about online youth, but her work is generally applicable.
* Lev Mannovich has been doing interesting experiments with large volumes of instagram images. See for example [The Exceptional and the Everyday: 144 hours in Kyiv](http://manovich.net/index.php/projects/hours-in-kiev-copy)
* TODO: Help me review this [big list of recommended journal articles on Big Data](http://www.cs.nyu.edu/faculty/davise/papers/BigDataBib.html). A few papers and sections may be of interest, though I have not vetted any of them yet:
* [Twitter Bots](http://qz.com/279139/the-17-best-bots-on-twitter/), especially bots that make images.
* [Richard Price and the Suicide Grils](http://www.theguardian.com/artanddesign/2015/may/27/suicide-girls-richard-prince-copying-instagram)
* [Images, privacy and the abuse(http://www.nytimes.com/2010/08/12/technology/personaltech/12basics.html?_r=0) of [exif data](https://en.wikipedia.org/wiki/Exchangeable_image_file_format).














Loading