Commit 5f8fe9fe by Dave Foote

not sure what the best way to lay this out is

parent 4ce3f49b
Showing with 10 additions and 10 deletions
......@@ -42,19 +42,19 @@ df_17 = create_df(get_full_dataset(id_17))
df_18 = create_df(get_full_dataset(id_18))
#summary statistics:
print('5 Most Common Chicago Crimes in 2017: ',
df_17.primary_type.value_counts().head())
print('5 Most Common Chicago Crimes in 2018: ',
df_18.primary_type.value_counts().head())
print('5 Wards with Highest Volume of Crime in 2017: ',
df_17.ward.value_counts().head())
print('5 Wards with Highest Volume of Crime in 2018: ',
df_18.ward.value_counts().head())
print('10 Most Common Chicago Crimes in 2017:\n',
df_17.primary_type.value_counts().head(10))
print('10 Most Common Chicago Crimes in 2018:\n',
df_18.primary_type.value_counts().head(10))
print('10 Neighborhoods with Highest Volume of Crime in 2017:\n',
df_17.community_area.value_counts().head(10))
print('10 Neighborhoods with Highest Volume of Crime in 2018:\n',
df_18.community_area.value_counts().head(10))
arrest_rates_17 = df_17.arrest.value_counts()
arrest_rates_18 = df_18.arrest.value_counts()
print('Arrests Per Stop in 2017: ', (arrest_rates_17[1] / arrest_rates_17[0]))
print('Arrests Per Stop in 2018: ', (arrest_rates_18[1] / arrest_rates_18[0]))
print('Arrests Per Stop in 2017:\n', (arrest_rates_17[1] / arrest_rates_17[0]))
print('Arrests Per Stop in 2018:\n', (arrest_rates_18[1] / arrest_rates_18[0]))
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