Coursera Advanced Data Science Capstone

In which our hero examines data from NYC and NOAA to determine the effect of weather on non-emergency 311 calls.

notebooks

Weather_Affect_on_311NYC.data_exp.ipynb - This reads in the original 311 data file, which is HUGE. and cuts it down to size.
Weather_Affect_on_311NYC.etl.weather_data.ipynb - cleanup, joins, etl type stuff.
Weather_Affect_on_311NYC.feature_eng.ipynb - early feature extraction, top ten lists of 311 call types
Visualize_1.ipynb - Initial Weather Visualization
Visualize_2.ipynb - Visualization where I firts identifyied the Weekend Effect
Visualize_Weather.ipynb - Rain, Snow, Wind, etc.
Model_2.ipynb - Performs Linear Regression on Weather Data, Plots results
Model_3.ipynb - Linear Regressions that show failed attempts to correlate against certain weather types
Model_3a.ipynb - Linear Regressions that show failed attempts to correlate vs wind
Model_4.ipynb - Clusrter Analysis
Model_5a_DL.ipynb - Deep Learning

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.ipynb_checkpoints		.ipynb_checkpoints
csvs		csvs
docs		docs
images		images
maps		maps
old		old
.DS_Store		.DS_Store
.gitignore		.gitignore
Model_2.ipynb		Model_2.ipynb
Model_3.ipynb		Model_3.ipynb
Model_3a.ipynb		Model_3a.ipynb
Model_4.ipynb		Model_4.ipynb
Model_5a_DL.ipynb		Model_5a_DL.ipynb
README.md		README.md
Visualize_1.ipynb		Visualize_1.ipynb
Visualize_2.ipynb		Visualize_2.ipynb
Visualize_Weather.ipynb		Visualize_Weather.ipynb
Weather_Affect_on_311NYC.data_exp.ipynb		Weather_Affect_on_311NYC.data_exp.ipynb
Weather_Affect_on_311NYC.etl.weather_data.ipynb		Weather_Affect_on_311NYC.etl.weather_data.ipynb
Weather_Affect_on_311NYC.feature_eng.ipynb		Weather_Affect_on_311NYC.feature_eng.ipynb