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# Cell 1 | |
import pandas as pd | |
import os, sys | |
response_data = pd.read_csv('Downloads/Fire_Rescue_Responses.csv') | |
response_data.head() | |
rd_addr_loc = response_data['Location Address'].str.split('\n', 1, expand=True) | |
rd_addr_loc.columns = ['Address', 'Location'] | |
rd_date = response_data['Response Date'].str.split(' ', 1, expand=True) | |
rd_date.columns = ['Date', 'Time'] | |
rd = pd.merge(response_data, rd_addr_loc, right_index=True, left_index=True) | |
rd = pd.merge(rd, rd_date, right_index=True, left_index=True) | |
rd = rd[['Date', 'Response Type', 'Location Name', 'Address', 'Location']] | |
rd.to_csv('Downloads/responses.csv') | |
rd.head() |
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EMS Calls 1.000000 0.848759 0.525009 0.716986 0.808898
FIRE Calls 0.848759 1.000000 0.696650 0.571377 0.820447
ALM Calls 0.525009 0.696650 1.000000 0.331825 0.443817
SVC Calls 0.716986 0.571377 0.331825 1.000000 0.699963
HAZ Calls 0.808898 0.820447 0.443817 0.699963 1.000000