Variables for consideration in 7 NJ cities

City

Arson_per_100K

Asian

Assaults_per_100K

Auto_Theft_per_100K

Black

Burglaries_per_100K

Commute_Time_2007

Commute_Time_2012

Commute_Time_2015

Cost_of_living_index

Crime_index

Crime_Index_Av_275

Empl_Admin_Support_Waste

Empl_Educ

Empl_Fin_Insur

Empl_Health_Care

Empl_Hospit

Empl_Manuf

Empl_Other

Empl_Professional_Technical

Empl_Public_Admin

Empl_Retail

Empl_Transportation

Empl_Wholesale

Female_owned_firms

Gang_member_per_capita

Hispanic

Incidents_Of_Viol_Crime

Median_age

Median_annual_rent

Median_income

Miles_To_Penn

Minutes_To_Penn

Murder_per_100K

Number_of_firms

Number_of_Gang_Members

Number_of_women_25-54

Number_Violent crime_Percent_of_Pop

Percent_adults_without_highschool_degree

Percent_female

Percent_foreign_born

Percent_living_in_poverty

Percent_male

Percent_public_subsidized_housing

Percent_Who_Work_And_Live_In_City

Percent_Women_25_54

Population

Rape_per_100K

Robberies_per_100K

Speak_Other_Lang_At_Home

Teen_Birth_as_Percent_of_NJ_Births

Teen_Pregnancies_Per_1000_County

Ten_Year_Change_In_Crime

Thefts_per_100K

Umemployment_04_2015

Violent_crime_frequency_per_100K

White

Women_25_54_unemployed

Women_25_54_unemployed_as_Percent_Whole_Pop

Women_25_54_unemployed_as_Percent_Whole_Pop_A

Women_unemployment

The Data

City	Arson_per_100K	Asian	Assaults_per_100K	Auto_Theft_per_100K	Black	Burglaries_per_100K	Commute_Time_2007	Commute_Time_2012	Commute_Time_2015	Cost_of_living_index	Crime_index	Crime_Index_Av_275	Empl_Admin_Support_Waste	Empl_Educ	Empl_Fin_Insur	Empl_Health_Care	Empl_Hospit	Empl_Manuf	Empl_Other	Empl_Professional_Technical	Empl_Public_Admin	Empl_Retail	Empl_Transportation	Empl_Wholesale	Female_owned_firms	Gang_member_per_capita	Hispanic	Incidents_Of_Viol_Crime	Median_age	Median_annual_rent	Median_income	Miles_To_Penn	Minutes_To_Penn	Murder_per_100K	Number_of_firms	Number_of_Gang_Members	Number_of_women_25-54	Number_Violent crime_Percent_of_Pop	Percent_adults_without_highschool_degree	Percent_female	Percent_foreign_born	Percent_living_in_poverty	Percent_male	Percent_public_subsidized_housing	Percent_Who_Work_And_Live_In_City	Percent_Women_25_54	Population	Rape_per_100K	Robberies_per_100K	Speak_Other_Lang_At_Home	Teen_Birth_as_Percent_of_NJ_Births	Teen_Pregnancies_Per_1000_County	Ten_Year_Change_In_Crime	Thefts_per_100K	Umemployment_04_2015	Violent_crime_frequency_per_100K	White	Women_25_54_unemployed	Women_25_54_unemployed_as_Percent_Whole_Pop	Women_25_54_unemployed_as_Percent_Whole_Pop_A	Women_unemployment
EastOrange	21.6	0.007	392.2	369.1	0.885	480.2	29.8	32.2	39.55	116.7	305.6	305.6	NA	0.12	0.05	0.34	0.06	NA	NA	NA	0.05	0.14	0.07	NA	2364	0.0090	0.079	458	36	11916	21713	17	45	3.1	4579	584	14915	0.0071	0.155	0.552	0.245	20.8	0.448	0.0434	0.15	0.2296	64949	23.2	288.8	0.1667054	0.00300	0.7093	-0.6560	849.3	0.0940	707.3	0.041	2856.222	0.0440	44.0	0.1915
Elizabeth	10.1	0.021	359.2	686.4	0.211	651.4	24.4	34.0	33.08	121.3	448.5	448.5	0.08	0.07	NA	0.24	0.06	0.10	0.08	NA	NA	0.13	NA	NA	4105	0.0036	0.595	1142	33	12828	19069	20	45	10.1	11483	463	27589	0.0089	0.269	0.504	0.471	19.2	0.496	0.0139	0.35	0.2139	129007	26.5	494.0	0.7508878	0.00455	0.4651	0.0099	1658.8	0.0800	889.8	0.182	1917.436	0.0149	14.9	0.0695
JerseyCity	14.2	0.237	270.0	211.1	0.258	341.1	33.1	35.6	44.79	125.0	249.5	249.5	NA	0.10	0.10	0.22	NA	NA	0.06	0.08	NA	0.11	0.06	NA	9196	NA	0.276	1381	33	14244	32791	28	45	9.2	23681	NA	60830	0.0052	0.150	0.506	0.398	19.0	0.494	0.0219	0.32	0.2302	264290	13.5	238.5	0.5253866	0.00150	0.5074	-0.5453	1078.4	0.0600	531.2	0.215	7038.031	0.0266	26.6	0.1157
Newark	14.0	0.016	338.2	864.2	0.524	622.0	31.2	33.9	40.62	119.3	525.0	525.0	0.09	0.11	NA	0.25	0.08	NA	0.09	NA	NA	0.10	0.06	NA	10369	0.0094	0.338	3008	33	11736	16828	15	20	33.3	22800	2664	59843	0.0107	0.286	0.505	0.279	29.9	0.495	0.0463	0.41	0.2123	281944	17.6	688.6	0.4612553	0.00300	0.7093	-0.1539	1365.1	0.0960	1077.7	0.116	3536.721	0.0125	12.5	0.0591
NewBrunswick	19.6	0.076	309.6	142.4	0.160	930.7	23.4	24.9	31.78	127.2	346.8	346.8	0.12	0.13	NA	0.15	0.10	0.12	NA	NA	NA	0.10	NA	0.06	590	0.0069	0.499	418	22	16440	14119	40	60	7.1	2126	392	8968	0.0073	0.376	0.488	0.386	34.9	0.512	0.0197	0.31	0.1572	57035	32.0	395.1	0.5740662	0.00240	0.3269	-0.1149	1742.2	0.0560	743.8	0.268	959.576	0.0168	16.8	0.1070
Paterson	8.9	0.033	363.5	507.9	0.317	792.0	24.8	23.4	29.67	127.1	416.6	416.6	0.05	0.08	NA	0.27	NA	0.15	NA	0.04	NA	0.15	NA	0.08	4388	0.0131	0.576	1181	33	13392	16259	20	60	16.4	10323	1940	31580	0.0080	0.278	0.517	0.331	28.4	0.483	0.0217	0.37	0.2137	147754	17.1	418.9	0.6174975	0.00725	0.8187	-0.0151	1339.6	0.0112	815.9	0.092	3309.584	0.0224	22.4	0.1048
Trenton	30.8	0.012	560.9	403.2	0.520	971.3	24.0	23.6	30.12	112.3	496.3	496.3	0.06	0.06	NA	0.29	0.10	0.10	NA	NA	0.12	0.10	NA	NA	1604	0.0158	0.337	931	33	11892	17021	75	70	37.9	4006	1330	17467	0.0111	0.287	0.484	0.236	28.4	0.516	0.0513	0.31	0.2074	84225	27.3	477.9	0.3694735	0.00590	0.4832	-0.2951	1031.7	0.0870	1104.0	0.135	2094.293	0.0249	24.9	0.1199

Crime

Top 3 Cities for Violent Crime

City	Violent_crime_frequency_per_100K
Elizabeth	889.8
Newark	1077.7
Trenton	1104.0

The biggest drops in crime over 10 years, in descending order

City	Ten_Year_Change_In_Crime
EastOrange	-0.6560
JerseyCity	-0.5453
Trenton	-0.2951
Newark	-0.1539
NewBrunswick	-0.1149
Paterson	-0.0151
Elizabeth	0.0099

Incidents of Violent Crime

Violent Crime Frequency per 100,000

Gang Members per Capita

No data available for Jersey City

Unemployment and work

3 Highest cities for unemployment

City	Umemployment_04_2015
EastOrange	0.094
Newark	0.096
Trenton	0.087

Unemployment among women ages 25-54 as a percent of the population

Highest unemployment among 25-54 yr old women

City	Women_25_54_unemployed_as_Percent_Whole_Pop_A
EastOrange	44.0
JerseyCity	26.6
Trenton	24.9

Female Owned Firms per Capita

Average commute time to work by city

Housing

Percent of Population living in subsidized housing

Median Annual Rent

Percent of Income going to rent

Education

Percent without a HS Diploma

Teenage Pregnancy

3 Highest Teenage Birth rate

##        City Teen_Birth_as_Percent_of_NJ_Births
## 1 Elizabeth                            0.00455
## 2  Paterson                            0.00725
## 3   Trenton                            0.00590

Cities in NJ

Christine Iyer

October 1, 2016