GitHub - Alexander-philip-sage/311_challenge: 311 is a service that New York City residents can use to make non-emergency reports. Explore the data and create models.

Data Analysis

See the data exploration notebook for graphs and understanding the data set.

See the predicting complaint type for ml models as well as the documentation file for explanation

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
DataExploration.ipynb		DataExploration.ipynb
ML Documentation.docx		ML Documentation.docx
Predicting_ComplaintType.ipynb		Predicting_ComplaintType.ipynb
README.md		README.md
Service_Requests_by_MonthYear.png		Service_Requests_by_MonthYear.png
Service_Requests_p_Borough.png		Service_Requests_p_Borough.png
Service_Requests_p_Year.png		Service_Requests_p_Year.png
Service_Requests_p_Year_scaled.png		Service_Requests_p_Year_scaled.png
Service_Requests_p_capita_p_Borough.png		Service_Requests_p_capita_p_Borough.png
accuracy.png		accuracy.png
address_values.xlsx		address_values.xlsx
complaint_by_agency.xlsx		complaint_by_agency.xlsx
complaint_by_agency_short.csv		complaint_by_agency_short.csv
complaint_by_agency_short.xlsx		complaint_by_agency_short.xlsx
complaint_type_by_borough.csv		complaint_type_by_borough.csv
complaint_type_by_borough.xlsx		complaint_type_by_borough.xlsx
complaint_values.csv		complaint_values.csv
complaint_values.xlsx		complaint_values.xlsx
location_values.csv		location_values.csv
location_values.xlsx		location_values.xlsx
loss.png		loss.png
precision.png		precision.png
recall.png		recall.png
time_to_resolve.png		time_to_resolve.png