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Python Taks #19

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eb8d863
Initial commit
pijao23 Feb 5, 2026
26f94d0
Completed code sprint
pijao23 Feb 6, 2026
ebad2a4
Merge branch 'DigitalWaters-fi:main' into main
pijao23 Feb 12, 2026
b88196f
Save VectorData
pijao23 Feb 12, 2026
d1d2cb5
worked on vectordata101.ipynb
pijao23 Feb 13, 2026
edd31aa
Merge branch 'DigitalWaters-fi:main' into main
pijao23 Feb 19, 2026
3761c90
Updated RasterData
pijao23 Feb 19, 2026
ce0a500
Updated Regression data
pijao23 Feb 19, 2026
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Updated RasteData
pijao23 Mar 3, 2026
56a130e
Update Regression101.ipynb
pijao23 Mar 19, 2026
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164 changes: 133 additions & 31 deletions CodeSprints/Python101.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -65,10 +65,10 @@
},
"outputs": [],
"source": [
"name = \"Gandolf\" #type your name before the pound sign, make sure you put it in quotes!\n",
"age = \"135\" #type your age before the pound sign, make sure you put it in quotes! More on this later.\n",
"address = \"The Shire\" #type your address before the pound sign, make sure you put it in quotes!\n",
"story = \"My name is \" + name + \". I am \" + age + \" years old. \\nI am a data scientist! \\nIt's kind of like being a wizard. \\nTo see if I can tell you something about your environmental past or future, visit me at \" + address + \".\"\n",
"name = \"Pierre\" #type your name before the pound sign, make sure you put it in quotes!\n",
"age = \"1\" #type your age before the pound sign, make sure you put it in quotes! More on this later.\n",
"address = \"Fance\" #type your address before the pound sign, make sure you put it in quotes!\n",
"story = \"My name is \" + name + \". I am \" + age + \" year old. \\nI am a not data scientist! \\nIt's kind of like being a wizard. \\nTo see if I can tell you something about your environmental past or future, visit me at \" + address + \".\"\n",
"print(story)\n"
]
},
Expand Down Expand Up @@ -155,7 +155,7 @@
"source": [
"#But we cannot input a numeric value into a string:\n",
"#Copy and paste this code into the code cell under task 2. Edit it to complete task 2.\n",
"story = \"My name is \" + name + \". I am \" + age + \" years old. Find me at \" + address + \".\"\n",
"story = \"My name is \" + name + \". I am \" + str(age) + \" years old. Find me at \" + address + \".\"\n",
"print(story)\n"
]
},
Expand All @@ -182,7 +182,9 @@
},
"outputs": [],
"source": [
"#Type story here\n"
"#Type story here\n",
"story = \"My name is \" + name + \". I am \" + str(age) + \" years old. Find me at \" + address + \".\"\n",
"print(story)"
]
},
{
Expand Down Expand Up @@ -273,12 +275,12 @@
"outputs": [],
"source": [
"#first, convert \"age\" back to a numeric (float) variable\n",
"age =\n",
"age = float(age)\n",
"\n",
"#Complete your equations in python syntax below. Remember to use \"age\" as a variable.\n",
"a =\n",
"b =\n",
"c =\n",
"a = 5 + age\n",
"b = age*12\n",
"c = age < 100\n",
"print(a,b,c)"
]
},
Expand Down Expand Up @@ -365,7 +367,12 @@
},
"outputs": [],
"source": [
"#write tip15 function here\n"
"#write tip15 function here\n",
"def tip15(price, tip_perc):\n",
" res = (1 + tip_perc/100)*price\n",
" return res\n",
"\n",
"print(tip15(42.75, 15))"
]
},
{
Expand All @@ -387,7 +394,12 @@
},
"outputs": [],
"source": [
"#write tip function here\n"
"#write tip function here\n",
"def tip(price, tip_perc):\n",
" res = (1 + tip_perc/100)*price\n",
" return res\n",
"\n",
"print(tip15(42.75, 25))"
]
},
{
Expand Down Expand Up @@ -511,7 +523,9 @@
},
"outputs": [],
"source": [
"# type answer here\n"
"# type answer here\n",
"print(\"Name: \" + names_and_ages[0][2])\n",
"print(\"Age: \" + str(names_and_ages[1][2]))"
]
},
{
Expand All @@ -532,7 +546,10 @@
},
"outputs": [],
"source": [
"# type answer here\n"
"# type answer here\n",
"names_and_ages[0].append(\"Grandpa\")\n",
"names_and_ages[1].append(67)\n",
"print(names_and_ages)"
]
},
{
Expand All @@ -553,7 +570,9 @@
},
"outputs": [],
"source": [
"# type answer here\n"
"# type answer here\n",
"names_and_ages[1][3] += 1\n",
"print(names_and_ages)"
]
},
{
Expand Down Expand Up @@ -659,7 +678,10 @@
},
"outputs": [],
"source": [
"# type your for loop here\n"
"# type your for loop here\n",
"for i in range(len(names_and_ages[1])):\n",
" names_and_ages[1][i] += 1\n",
"print(names_and_ages)"
]
},
{
Expand Down Expand Up @@ -718,7 +740,11 @@
},
"outputs": [],
"source": [
"# Write for loop here\n"
"# Write for loop here\n",
"for i in range(len(names_and_ages[1])):\n",
" if names_and_ages[0][i] != \"Maggie\": \n",
" names_and_ages[1][i] += 1\n",
"print(names_and_ages)"
]
},
{
Expand Down Expand Up @@ -883,7 +909,9 @@
},
"outputs": [],
"source": [
"#Complete task eleven in the space below\n"
"#Complete task eleven in the space below\n",
"names_and_ages['age_months']=names_and_ages.ages*12\n",
"print(names_and_ages)"
]
},
{
Expand All @@ -906,8 +934,18 @@
"source": [
"# Create new column, fill it with empty values (np.NaN)\n",
"names_and_ages['maturity']=np.NaN\n",
"\n",
"# Write for loop here\n"
"print(names_and_ages['ages'][1])\n",
"\t\n",
"pd.options.mode.chained_assignment = None\n",
"# Write for loop here\n",
"for i in range(len(names_and_ages)):\n",
" if names_and_ages['ages'][i]>=18:\n",
" names_and_ages.at[i, 'maturity'] = \"adult\" \n",
" elif names_and_ages['ages'][i]>=10:\n",
" names_and_ages['maturity'][i]=\"adolescent\"\n",
" else:\n",
" names_and_ages['maturity'].iloc[i]=\"child\"\n",
"print(names_and_ages)"
]
},
{
Expand Down Expand Up @@ -1131,16 +1169,48 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 95,
"metadata": {
"id": "0wlzj7Cb2YBr"
},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" Flow_cms\n",
"Date Time (AST) \n",
"2021-05-24 0.006558\n",
"2021-05-25 0.032139\n",
"2021-05-26 0.043637\n",
"2021-05-27 0.018943\n",
"2021-05-28 0.011835\n",
"... ...\n",
"2021-09-27 NaN\n",
"2021-09-28 NaN\n",
"2021-09-29 NaN\n",
"2021-09-30 NaN\n",
"2021-10-01 NaN\n",
"\n",
"[131 rows x 1 columns]\n",
"0.000109842165625 0.6283447772812499 0.04407668264820562\n"
]
}
],
"source": [
"#use pandas.DataFrame functions to assign appropriate values to the variables here.\n",
"min_dis =\n",
"max_dis =\n",
"mean_dis =\n",
"# Getting rid off the non numeric values\n",
"mystream = pd.DataFrame()\n",
"mystream[\"Date Time (AST)\"] = pd.to_datetime(stream[\"Date Time (AST)\"])\n",
"mystream[\"Flow_cms\"] = stream[\"Flow_cms\"]\n",
"\n",
"# Resampling at daily (using mean but should we sum()?)\n",
"mystream_daily = mystream.resample(\"1d\", on=\"Date Time (AST)\").mean()\n",
"print(mystream_daily)\n",
"\n",
"min_dis = mystream_daily[\"Flow_cms\"].min()\n",
"max_dis = mystream_daily[\"Flow_cms\"].max()\n",
"mean_dis = mystream_daily[\"Flow_cms\"].mean()\n",
"print(min_dis, max_dis, mean_dis)"
]
},
Expand All @@ -1155,13 +1225,26 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 103,
"metadata": {
"id": "T37eb3cW2YBs"
},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" Flow_cms\n",
"Date Time (AST) \n",
"2021-12-31 4.530374e+07\n"
]
}
],
"source": [
"#enter calculations here\n"
"#enter calculations here\n",
"# Not putting into a column. Would need to check the units.\n",
"Discharge_total = mystream.resample(\"1y\", on=\"Date Time (AST)\").sum()*24*3600\n",
"print(Discharge_total)"
]
},
{
Expand All @@ -1178,14 +1261,26 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 100,
"metadata": {
"id": "K8HNETRl2YBs"
},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.6283447772812499\n",
" Flow_cms\n",
"Date Time (AST) \n",
"2021-06-04 0.628345\n"
]
}
],
"source": [
"#Type your answer here, see if you can get it in one line of code!\n",
"\n"
"print(max_dis)\n",
"print(mystream_daily.loc[mystream_daily.index == mystream_daily[\"Flow_cms\"].idxmax()])"
]
},
{
Expand All @@ -1202,6 +1297,13 @@
"5) git commit -m \"Completed code sprint\"\n",
"6) git push"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
Expand Down
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