PT17_cityspire-f-ds:Labspt17的cityspire项目
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2021-04-08
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PT17_cityspire-f-ds-main.zip （92个子文件） 
PT17_cityspire-f-ds-main 
.gitignore 2KB Dockerfile 248B app __init__.py 0B db.py 2KB state_abbr.py 2KB tests __init__.py 0B viz.py 8KB main.py 1KB ml.py 10KB livability_scaler.pkl 602B LICENSE 1KB Pipfile.lock 84KB system_architecture.md 288B notebooks visuals 
employment.png 37KB demographics.png 43KB crime.png 57KB air_quality.png 48KB visualization.ipynb 141KB model livability livability.ipynb 4KB nearest_neighbor nn_model.csv 136KB nn_updated.ipynb 198KB diversity.csv 128KB datasets data crime_data fbi_crime_us.ipynb 70KB fbi_crime_uscities.csv 469KB fbi_crime_data.ipynb 46KB lat_lon merge lat_lon.ipynb 18KB update_lat_lon.ipynb 4KB cities100pop.csv 5KB new_rent_data notebook new rental data.ipynb 19KB new rental data 10KB xls 
2003.xls 624KB 2013.xls 912KB 2006.xls 458KB 2008.xls 916KB 2012.xls 459KB
2016.xlsx 224KB 2020.xlsx 212KB 2011.xls 459KB 2009.xls 916KB 2015.xls 472KB 2004.xls 574KB 2007.xls 913KB 2014.xls 459KB 2019.xlsx 207KB 2017.xlsx 197KB 2018.xlsx 244KB 2005.xls 522KB 2021.xlsx 176KB 2010.xls 459KB census_data census_csv employment_df.csv 520KB transportation_df.csv 1.03MB diversity_df.csv 1.25MB income_per_capita_df.csv 843KB industry_df.csv 908KB employment_ratio_df.csv 753KB poverty_df.csv 538KB diversity diversity.ipynb 724KB diversity.csv 128KB merged.csv 120KB files acs2017_census_tract_data.csv 14.26MB uszips.csv 6.03MB TRACT_ZIP_122017.xlsx 9.7MB census.ipynb 175KB pollution aqi_index.png 209KB pollution_summary.csv 56KB annual_aqi_by_cbsa_2020.csv 39KB pollution.ipynb 317KB population2010-2019 metro_list.json 10KB metropop_2010_2019.csv 57KB population_prediction.py 2KB labor_statistics MSA_M2019_dl.xlsx 25.6MB BLS_jobs_report.ipynb 89KB bls.csv 12.45MB split_labor.csv 47KB datasets_to_merge old merging_datasets.ipynb 128KB merged.csv 120KB csv rent_cleaned.csv 58KB uscities.xlsx 3.03MB fbi_crime_uscities.csv 464KB pollution_summary.csv 56KB census_by_city.csv 4.37MB updated final.csv 139KB update_lat_lon.ipynb 191KB README.md 0B exploratory real_estate.ipynb 29KB scripts README.md 0B README.md 11KB weather_api data cities_list_df.csv 6KB
data.zip 70.33MB Weather_Data_Exploratory_Data_Analysis.ipynb 118KB Pipfile 510B Procfile 64B资源评论
