├── .github └── ISSUE_TEMPLATE │ ├── 311-data-dashboards.md │ ├── blank-issue.md │ ├── create-agenda.md │ ├── create-epic-for-ds-project.md │ ├── template-for-making-guides.md │ ├── update-content-for-readme-file.md │ ├── update-team-roster.md │ └── which-accessibility-testing-tool-should-you-use-.md ├── .gitignore ├── .pre-commit-config.yaml ├── 311-data ├── CSV_files │ ├── DataLoading_Script.ipynb │ ├── Data_csvfiles │ ├── Docs │ │ └── CleaningRules.txt │ └── README.md ├── mapillarywrapper │ ├── .gitignore │ ├── .ipynb_checkpoints │ │ ├── README-checkpoint.md │ │ ├── Untitled-checkpoint.ipynb │ │ └── Wrapper_Example-checkpoint.ipynb │ ├── README.md │ ├── Wrapper_Example.ipynb │ ├── map_files │ │ ├── CityBoundary.dbf │ │ ├── CityBoundary.shp │ │ └── CityBoundary.shx │ ├── mapillarywrapper │ │ ├── __init__.py │ │ ├── client │ │ │ ├── __init__.py │ │ │ └── client.py │ │ ├── domain │ │ │ ├── __init__.py │ │ │ └── trafficsign.py │ │ └── usecase │ │ │ ├── __init__.py │ │ │ └── usecase.py │ ├── requirements.txt │ └── tests │ │ ├── __init__.py │ │ └── domain │ │ ├── __init__.py │ │ └── test_trafficsign.py ├── notebooks │ ├── DataCleaningForETC.ipynb │ ├── Data_Viz_Library_Review │ ├── ETCClassifier.ipynb │ ├── Karlen_Timing.ipynb │ ├── Karlencleaning.ipynb │ ├── gennaAnalysis.ipynb │ ├── lauraAnalysis.ipynb │ ├── michelleAnalysis.ipynb │ ├── minaAnalysis_311data.ipynb │ ├── mina_MultiClass_LGBM_MachineLearning.ipynb │ ├── reportRequests │ │ ├── .ipynb_checkpoints │ │ │ └── 90037report-checkpoint.ipynb │ │ └── 90037report.ipynb │ ├── ryanAnalysis.ipynb │ └── swanClustering.ipynb ├── onboarding │ └── 311-onboarding.ipynb ├── open-community │ └── Dockerfile ├── papastavrou │ ├── regionpipeline.py │ └── utils.py ├── pedestrian_cyclist_safety │ ├── #.gitignore# │ ├── .gitignore │ ├── LICENSE │ ├── Makefile │ ├── README.md │ ├── docs │ │ ├── Makefile │ │ ├── commands.rst │ │ ├── conf.py │ │ ├── getting-started.rst │ │ ├── index.rst │ │ └── make.bat │ ├── models │ │ └── .gitkeep │ ├── notebooks │ │ ├── .gitkeep │ │ ├── 01.01-rms-initial_eda.ipynb │ │ └── Untitled.ipynb │ ├── references │ │ └── .gitkeep │ ├── reports │ │ ├── .gitkeep │ │ └── figures │ │ │ └── .gitkeep │ ├── requirements.txt │ ├── setup.py │ ├── src │ │ ├── __init__.py │ │ ├── data │ │ │ ├── .gitkeep │ │ │ ├── __init__.py │ │ │ └── make_dataset.py │ │ ├── features │ │ │ ├── .gitkeep │ │ │ ├── __init__.py │ │ │ └── build_features.py │ │ ├── models │ │ │ ├── .gitkeep │ │ │ ├── __init__.py │ │ │ ├── predict_model.py │ │ │ └── train_model.py │ │ └── visualization │ │ │ ├── .gitkeep │ │ │ ├── __init__.py │ │ │ └── visualize.py │ ├── test_environment.py │ └── tox.ini └── webscraping │ ├── Dockerfile │ ├── NCsurvey.csv │ ├── data.json │ ├── readme.md │ ├── scrape.py │ └── scrape_more_info.py ├── LAANE ├── COPYING.txt ├── README.md ├── __init__.py ├── database │ ├── __init__.py │ ├── database.py │ └── models.py ├── outdated │ ├── Untitled.ipynb │ ├── clean_registrant.ipynb │ └── geofunctions │ │ ├── geofunctions.py │ │ └── test_geofunctions.py ├── processingscripts │ ├── __init__.py │ ├── airbnb_listings.py │ ├── airbnb_reviews.py │ ├── assessor.py │ ├── categorically_inelligible.py │ ├── citations.py │ ├── citations_alt.py │ ├── complaints.py │ ├── exempt.py │ ├── hso_denials.py │ ├── hso_registrants.py │ ├── hso_revocation.py │ ├── noncompliant.py │ ├── platform_luxly.py │ ├── platform_ofs.py │ ├── platform_ofs_alt.py │ ├── tot.py │ ├── warnings.py │ └── warnings_alt.py ├── requirements.txt ├── supplementarymaterial │ └── erd.jpeg ├── tests │ ├── __init__.py │ ├── test_assessor_table.py │ ├── test_format_date.py │ ├── test_hso_denials.py │ └── test_normalize_address.py └── transformations │ ├── __init__.py │ ├── format_date.py │ ├── insert_address.py │ ├── normalize_address.py │ └── process_multiple_files.py ├── Pedestrian_Data ├── .gitignore ├── Data │ └── 1-raw-data │ │ └── neighborhoodcouncils.geojson ├── Images │ ├── Accidents_vs_Crosswalks_-_QGIS_-_5-27-21.png │ ├── Accidents_vs_crosswalks_-_QGIS_-_7-25-21.png │ ├── Adjusted_by_SF_-_grouped_bar_chart_-_nearby_yearly_totals.png │ ├── Greater_wilshire_pedestrian_traffic_signs.png │ ├── Grouped_bar_chart_-_nearby_yearly_totals.png │ ├── LA_county_pedestrian_traffic_signs.png │ ├── LA_pedestrian_traffic_signs.png │ ├── LA_traffic_collisions.png │ ├── collisions_by_time_of_day.png │ ├── collisions_by_time_of_day_-_wilshire.png │ ├── greater_wilshire_mapillary_points.png │ ├── greater_wilshire_pedestrian_traffic_signs_closeup.png │ └── greater_wilshire_traffic_collisions.png ├── Notebook │ ├── 1-download-latest-data.ipynb │ ├── 2-refine-data.ipynb │ └── 3-find-interesting-info.ipynb ├── QGIS_Explorer │ ├── QGIS_Output │ │ ├── End_Product.png │ │ └── Greater_Wilshire.png │ └── accidents-and-crosswalks.qgz ├── Report │ └── Pedestrian_Safety_-_Greater_Wilshire.pptx ├── Shape_Files │ ├── City_Boundaries_for_Los_Angeles_County │ │ ├── geo_export_7b1b67c1-8707-439b-9b17-292515a18fb6.dbf │ │ ├── geo_export_7b1b67c1-8707-439b-9b17-292515a18fb6.prj │ │ ├── geo_export_7b1b67c1-8707-439b-9b17-292515a18fb6.shp │ │ ├── geo_export_7b1b67c1-8707-439b-9b17-292515a18fb6.shx │ │ ├── geo_export_9cc2b91b-ba9d-4d58-8deb-fe055ac53fb7.dbf │ │ ├── geo_export_9cc2b91b-ba9d-4d58-8deb-fe055ac53fb7.prj │ │ ├── geo_export_9cc2b91b-ba9d-4d58-8deb-fe055ac53fb7.shp │ │ └── geo_export_9cc2b91b-ba9d-4d58-8deb-fe055ac53fb7.shx │ ├── LA_county_roads │ │ ├── tl_2018_06037_roads.cpg │ │ ├── tl_2018_06037_roads.dbf │ │ ├── tl_2018_06037_roads.prj │ │ ├── tl_2018_06037_roads.shp │ │ ├── tl_2018_06037_roads.shp.ea.iso.xml │ │ ├── tl_2018_06037_roads.shp.iso.xml │ │ └── tl_2018_06037_roads.shx │ ├── Los_Angeles_Neighborhood_Map │ │ ├── geo_export_f22d877b-283a-4dc9-ae3e-110f9805d231.dbf │ │ ├── geo_export_f22d877b-283a-4dc9-ae3e-110f9805d231.prj │ │ ├── geo_export_f22d877b-283a-4dc9-ae3e-110f9805d231.shp │ │ └── geo_export_f22d877b-283a-4dc9-ae3e-110f9805d231.shx │ └── Neighborhood_Councils │ │ ├── geo_export_af1358cf-791c-45e4-9516-891a3e540f56.dbf │ │ ├── geo_export_af1358cf-791c-45e4-9516-891a3e540f56.prj │ │ ├── geo_export_af1358cf-791c-45e4-9516-891a3e540f56.shp │ │ └── geo_export_af1358cf-791c-45e4-9516-891a3e540f56.shx └── readme.md ├── README.md ├── Workshop-Feedback_Bigram_Analysis.ipynb ├── affordable-housing-to-pantries ├── Affordable_Housing_Access_to_Food_Pantries.ipynb ├── Affordable_Housing_Project_HackforLA.pdf └── README.md ├── data-collection-methods-main.zip ├── data-events └── README.md ├── job-match ├── README.md ├── jason_yang │ └── Notebook_Example.ipynb ├── jobs_20200801.csv └── jobs_DS.csv ├── la_crime_analysis ├── LA Crime Data 2020-2023.ipynb ├── README.md └── hack4la-los-angleo-arrest-data.ipynb ├── labels-survey ├── Label_Analysis.ipynb ├── get_labels.py ├── output.csv └── repos.py ├── logo ├── Current-Data-Science-Logos │ ├── Favicon.png │ ├── Favicon.svg │ ├── Logo.png │ └── Logo.svg ├── Drafts │ ├── Cube-style-draft │ │ ├── LogoV2.psd │ │ └── Logo_Assembly_cropped.psd │ ├── Logo_Assembly_option_1.png │ ├── Logo_Assembly_option_2.png │ └── Logo_outlined.png ├── Logo_Elements │ ├── 3d_backdrop │ │ ├── Backdrop.png │ │ ├── Backdrop_and_highlight.png │ │ ├── Temp_placement_grid.png │ │ ├── both_grids.png │ │ ├── left_grid_only.png │ │ └── logo_backdrop_matplotlib.ipynb │ ├── Logo_Text_PNGs │ │ ├── Logo_text_options.001.png │ │ └── Logo_text_options.002.png │ └── Main_H4LA_logo │ │ ├── hackforLALogo straightened.png │ │ ├── hackforLALogo.svg │ │ ├── hackforLALogo600x600.png │ │ └── hackforLALogorotated.svg └── readme.md ├── mgs └── README.md ├── open_climate ├── Code │ ├── .ipynb_checkpoints │ │ └── Open_Climate_Collabathon-checkpoint.ipynb │ └── Open_Climate_Collabathon.ipynb └── Files │ ├── 2020-04-22 08_30_00.png │ ├── 2020-04-22 18_00_00.png │ ├── 2020-04-23 09_00_00.png │ ├── 2020-04-23 18_00_00.png │ ├── 2020-04-24 09_00_00.png │ ├── 2020-04-24 18_00_00.png │ ├── 2020-04-25 09_00_00.png │ ├── 2020-04-25 18_00_00.png │ ├── 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