Homicide

Homicide

Studying Homicides in Nine US Cities (2015)

EXPERIMENT OBJECTIVE : To analyze homicide patterns in nine U.S. cities in 2015, examining offense types, locations, and spatial distribution.

1. Setting up R Packages

# SETUP CHUNK- LIBRARIES
#| label: setup
#| echo: false
library(tidyverse)

── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr     1.1.4     ✔ readr     2.1.5
✔ forcats   1.0.0     ✔ stringr   1.5.2
✔ ggplot2   4.0.0     ✔ tibble    3.3.0
✔ lubridate 1.9.4     ✔ tidyr     1.3.1
✔ purrr     1.1.0     
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(mosaic) # Our all-in-one package

Registered S3 method overwritten by 'mosaic':
  method                           from   
  fortify.SpatialPolygonsDataFrame ggplot2

The 'mosaic' package masks several functions from core packages in order to add 
additional features.  The original behavior of these functions should not be affected by this.

Attaching package: 'mosaic'

The following object is masked from 'package:Matrix':

    mean

The following objects are masked from 'package:dplyr':

    count, do, tally

The following object is masked from 'package:purrr':

    cross

The following object is masked from 'package:ggplot2':

    stat

The following objects are masked from 'package:stats':

    binom.test, cor, cor.test, cov, fivenum, IQR, median, prop.test,
    quantile, sd, t.test, var

The following objects are masked from 'package:base':

    max, mean, min, prod, range, sample, sum

library(skimr) # Looking at data

Attaching package: 'skimr'

The following object is masked from 'package:mosaic':

    n_missing

library(janitor) # Clean the data

Attaching package: 'janitor'

The following objects are masked from 'package:stats':

    chisq.test, fisher.test

library(naniar) # Handle missing data

Attaching package: 'naniar'

The following object is masked from 'package:skimr':

    n_complete

library(visdat) # Visualize missing data
library(tinytable) # Printing Static Tables for our data

Attaching package: 'tinytable'

The following object is masked from 'package:ggplot2':

    theme_void

library(DT) # Interactive Tables for our data
library(crosstable) # Multiple variable summaries

Attaching package: 'crosstable'

The following object is masked from 'package:purrr':

    compact

library(crimedatasets)
library(lubridate)

2. Reading and Cleaning Data

data("homicides15_tbl_df", package = "crimedatasets")
homicide_modified <- homicides15_tbl_df %>% 
  janitor::clean_names(case="snake")
homicide_modified

# A tibble: 1,922 × 15
       uid city_name offense_code offense_type       date_single         address
     <int> <chr>     <chr>        <chr>              <dttm>              <chr>  
 1 2872478 Chicago   09A          murder and nonneg… 2015-01-03 05:50:00 050XX …
 2 2873990 Chicago   09A          murder and nonneg… 2015-01-05 22:11:00 035XX …
 3 2874041 Chicago   09A          murder and nonneg… 2015-01-06 00:49:00 093XX …
 4 2874296 Chicago   09A          murder and nonneg… 2015-01-06 15:38:00 022XX …
 5 2874356 Chicago   09A          murder and nonneg… 2015-01-06 17:53:00 022XX …
 6 2875361 Chicago   09A          murder and nonneg… 2015-01-08 21:30:00 012XX …
 7 2875743 Chicago   09A          murder and nonneg… 2015-01-09 16:20:00 011XX …
 8 2876002 Chicago   09A          murder and nonneg… 2015-01-10 00:25:00 000XX …
 9 2878279 Chicago   09A          murder and nonneg… 2015-01-13 17:40:00 042XX …
10 2878439 Chicago   09A          murder and nonneg… 2015-01-13 22:10:00 039XX …
# ℹ 1,912 more rows
# ℹ 9 more variables: longitude <dbl>, latitude <dbl>, location_type <chr>,
#   location_category <chr>, fips_state <int>, fips_county <chr>, tract <chr>,
#   block_group <int>, block <int>

3. Examining Data

dplyr::glimpse(homicide_modified)

Rows: 1,922
Columns: 15
$ uid               <int> 2872478, 2873990, 2874041, 2874296, 2874356, 2875361…
$ city_name         <chr> "Chicago", "Chicago", "Chicago", "Chicago", "Chicago…
$ offense_code      <chr> "09A", "09A", "09A", "09A", "09A", "09A", "09A", "09…
$ offense_type      <chr> "murder and nonnegligent manslaughter", "murder and …
$ date_single       <dttm> 2015-01-03 05:50:00, 2015-01-05 22:11:00, 2015-01-0…
$ address           <chr> "050XX W SUPERIOR ST", "035XX W 77TH PL", "093XX S B…
$ longitude         <dbl> -87.75148, -87.71038, -87.60748, -87.57023, -87.5702…
$ latitude          <dbl> 41.89401, 41.75242, 41.72355, 41.75168, 41.75168, 41…
$ location_type     <chr> "street", "residence", "street", "street", "street",…
$ location_category <chr> "street", "residence", "street", "street", "street",…
$ fips_state        <int> 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, …
$ fips_county       <chr> "031", "031", "031", "031", "031", "031", "031", "03…
$ tract             <chr> "251600", "700100", "490400", "460500", "460500", "8…
$ block_group       <int> 1, 1, 1, 1, 1, 1, 1, 1, 3, 2, 1, 1, 1, 1, 2, 3, 2, 2…
$ block             <int> 1002, 1044, 1023, 1003, 1003, 1016, 1018, 1001, 3000…

names(homicide_modified)

 [1] "uid"               "city_name"         "offense_code"     
 [4] "offense_type"      "date_single"       "address"          
 [7] "longitude"         "latitude"          "location_type"    
[10] "location_category" "fips_state"        "fips_county"      
[13] "tract"             "block_group"       "block"            

skimr::skim(homicide_modified)

Data summary

Name	homicide_modified
Number of rows	1922
Number of columns	15
_______________________
Column type frequency:
character	8
numeric	6
POSIXct	1
________________________
Group variables	None

Variable type: character

skim_variable	n_missing	complete_rate	min	max	empty	n_unique	whitespace
city_name	0	1.00	6	14	0	9	0
offense_code	0	1.00	3	3	0	2	0
offense_type	0	1.00	22	36	0	2	0
address	682	0.65	4	75	0	936	0
location_type	906	0.53	3	18	0	22	0
location_category	906	0.53	5	14	0	11	0
fips_county	0	1.00	3	3	0	14	0
tract	0	1.00	6	6	0	1027	0

Variable type: numeric

skim_variable	n_missing	complete_rate	mean	sd	p0	p25	p50	p75	p100	hist
uid	0	1	7021223.64	3780838.31	2872478.00	3119191.75	6445941.50	7979214.75	16174462.00	▇▆▁▃▁
longitude	0	1	-92.16	15.33	-118.60	-97.24	-87.66	-83.08	-73.73	▅▁▂▇▃
latitude	0	1	39.24	3.36	32.13	34.31	40.71	41.87	42.45	▃▁▁▂▇
fips_state	0	1	21.74	11.53	4.00	17.00	21.00	29.00	51.00	▆▇▇▅▁
block_group	0	1	2.11	1.13	1.00	1.00	2.00	3.00	7.00	▇▂▁▁▁
block	0	1	2124.24	1132.92	1000.00	1012.00	2004.00	3002.00	7010.00	▇▂▁▁▁

Variable type: POSIXct

skim_variable	n_missing	complete_rate	min	max	median	n_unique
date_single	0	1	2015-01-01	2015-12-31 23:36:00	2015-07-18 04:08:00	1620

homicide_modified %>%
  dplyr::count(city_name, offense_code, offense_type, address, location_type, location_category, fips_state, fips_county, tract) %>%
  tt()

city_name	offense_code	offense_type	address	location_type	location_category	fips_state	fips_county	tract	n
Chicago	09A	murder and nonnegligent manslaughter	0000X W WACKER DR	street	street	17	031	839100	1
Chicago	09A	murder and nonnegligent manslaughter	000XX E 36TH PL	street	street	17	031	351400	1
Chicago	09A	murder and nonnegligent manslaughter	000XX E 88TH ST	street	street	17	031	440600	1
Chicago	09A	murder and nonnegligent manslaughter	000XX N HAMLIN BLVD	private vehicle	vehicle	17	031	260100	1
Chicago	09A	murder and nonnegligent manslaughter	000XX N LARAMIE AVE	vehicle parking	open space	17	031	251900	1
Chicago	09A	murder and nonnegligent manslaughter	000XX S KOSTNER AVE	street	street	17	031	260600	1
Chicago	09A	murder and nonnegligent manslaughter	000XX W 43RD ST	private vehicle	vehicle	17	031	380500	1
Chicago	09A	murder and nonnegligent manslaughter	001XX E 117TH ST	street	street	17	031	530100	1
Chicago	09A	murder and nonnegligent manslaughter	001XX E 127TH ST	private vehicle	vehicle	17	031	530600	1
Chicago	09A	murder and nonnegligent manslaughter	001XX E 69TH ST	street	street	17	031	690400	1
Chicago	09A	murder and nonnegligent manslaughter	001XX N CICERO AVE	street	street	17	031	251800	1
Chicago	09A	murder and nonnegligent manslaughter	001XX N KARLOV AVE	residence	residence	17	031	260200	1
Chicago	09A	murder and nonnegligent manslaughter	001XX N KEDZIE AVE	street	street	17	031	836800	1
Chicago	09A	murder and nonnegligent manslaughter	001XX N LAPORTE AVE	street	street	17	031	251800	1
Chicago	09A	murder and nonnegligent manslaughter	001XX N PARKSIDE AVE	private vehicle	vehicle	17	031	252000	1
Chicago	09A	murder and nonnegligent manslaughter	001XX N WOOD ST	residence	residence	17	031	280400	1
Chicago	09A	murder and nonnegligent manslaughter	001XX S CICERO AVE	private vehicle	vehicle	17	031	252202	1
Chicago	09A	murder and nonnegligent manslaughter	001XX W PERSHING RD	street	street	17	031	340600	1
Chicago	09A	murder and nonnegligent manslaughter	001XX W VAN BUREN ST	office	commercial	17	031	839100	1
Chicago	09A	murder and nonnegligent manslaughter	002XX E 35TH ST	street	street	17	031	839600	1
Chicago	09A	murder and nonnegligent manslaughter	002XX N HAMLIN BLVD	green space	open space	17	031	836800	1
Chicago	09A	murder and nonnegligent manslaughter	002XX S LARAMIE AVE	street	street	17	031	252102	2
Chicago	09A	murder and nonnegligent manslaughter	002XX S LOTUS AVE	street	street	17	031	252102	1
Chicago	09A	murder and nonnegligent manslaughter	002XX W 105TH ST	street	street	17	031	491000	1
Chicago	09A	murder and nonnegligent manslaughter	002XX W 107TH ST	private vehicle	vehicle	17	031	491000	3
Chicago	09A	murder and nonnegligent manslaughter	002XX W 112TH ST	residence	residence	17	031	491300	1
Chicago	09A	murder and nonnegligent manslaughter	002XX W 93RD PL	private vehicle	vehicle	17	031	834000	1
Chicago	09A	murder and nonnegligent manslaughter	003XX E 120TH PL	street	street	17	031	530600	1
Chicago	09A	murder and nonnegligent manslaughter	003XX E 120TH ST	street	street	17	031	530600	1
Chicago	09A	murder and nonnegligent manslaughter	003XX N CENTRAL PARK AVE	street	street	17	031	836800	1
Chicago	09A	murder and nonnegligent manslaughter	003XX N LOREL AVE	street	street	17	031	251900	1
Chicago	09A	murder and nonnegligent manslaughter	003XX S ALBANY AVE	residence	residence	17	031	271200	2
Chicago	09A	murder and nonnegligent manslaughter	003XX S CICERO AVE	gas station	retail	17	031	252202	1
Chicago	09A	murder and nonnegligent manslaughter	003XX W 111TH PL	street	street	17	031	491300	1
Chicago	09A	murder and nonnegligent manslaughter	003XX W 116TH ST	street	street	17	031	530200	1
Chicago	09A	murder and nonnegligent manslaughter	003XX W 42ND ST	green space	open space	17	031	835500	3
Chicago	09A	murder and nonnegligent manslaughter	004XX E 48TH PL	residence	residence	17	031	381200	1
Chicago	09A	murder and nonnegligent manslaughter	004XX E 72ND ST	private vehicle	vehicle	17	031	690900	1
Chicago	09A	murder and nonnegligent manslaughter	004XX N LAWLER AVE	residence	residence	17	031	251600	1
Chicago	09A	murder and nonnegligent manslaughter	004XX N SPRINGFIELD AVE	private vehicle	vehicle	17	031	231500	1
Chicago	09A	murder and nonnegligent manslaughter	004XX W 75TH ST	street	street	17	031	691200	1
Chicago	09A	murder and nonnegligent manslaughter	005XX E MARQUETTE RD	street	street	17	031	420700	1
Chicago	09A	murder and nonnegligent manslaughter	005XX N AVERS AVE	street	street	17	031	231500	1
Chicago	09A	murder and nonnegligent manslaughter	006XX E 51ST ST	street	street	17	031	843600	1
Chicago	09A	murder and nonnegligent manslaughter	006XX N AVERS AVE	private vehicle	vehicle	17	031	231500	2
Chicago	09A	murder and nonnegligent manslaughter	006XX S TRIPP AVE	street	street	17	031	261000	1
Chicago	09A	murder and nonnegligent manslaughter	007XX E 131ST ST	vehicle parking	open space	17	031	540102	1
Chicago	09A	murder and nonnegligent manslaughter	007XX E 47TH ST	residence	residence	17	031	843600	1
Chicago	09A	murder and nonnegligent manslaughter	007XX N HAMLIN AVE	street	street	17	031	231500	1
Chicago	09A	murder and nonnegligent manslaughter	007XX N LONG AVE	street	street	17	031	251500	1
Chicago	09A	murder and nonnegligent manslaughter	007XX W 59TH ST	private vehicle	vehicle	17	031	834700	1
Chicago	09A	murder and nonnegligent manslaughter	007XX W 92ND ST	street	street	17	031	730100	1
Chicago	09A	murder and nonnegligent manslaughter	008XX E 81ST ST	street	street	17	031	440101	1
Chicago	09A	murder and nonnegligent manslaughter	008XX E 83RD ST	street	street	17	031	440102	1
Chicago	09A	murder and nonnegligent manslaughter	008XX E BOWEN AVE	street	street	17	031	836400	1
Chicago	09A	murder and nonnegligent manslaughter	008XX N AVERS AVE	street	street	17	031	231200	1
Chicago	09A	murder and nonnegligent manslaughter	008XX N CENTRAL AVE	residence	residence	17	031	251300	1
Chicago	09A	murder and nonnegligent manslaughter	008XX W 68TH ST	street	street	17	031	681100	1
Chicago	09A	murder and nonnegligent manslaughter	008XX W EASTWOOD AVE	other open space	open space	17	031	031501	1
Chicago	09A	murder and nonnegligent manslaughter	009XX E 63RD ST	street	street	17	031	420800	1
Chicago	09A	murder and nonnegligent manslaughter	009XX N LOREL AVE	street	street	17	031	251200	1
Chicago	09A	murder and nonnegligent manslaughter	009XX N MOZART ST	private vehicle	vehicle	17	031	242700	1
Chicago	09A	murder and nonnegligent manslaughter	009XX W 18TH ST	bar/club	leisure	17	031	310300	1
Chicago	09A	murder and nonnegligent manslaughter	009XX W 32ND PL	street	street	17	031	600900	1
Chicago	09A	murder and nonnegligent manslaughter	009XX W 59TH ST	other open space	open space	17	031	834800	1
Chicago	09A	murder and nonnegligent manslaughter	009XX W 71ST ST	street	street	17	031	681100	1
Chicago	09A	murder and nonnegligent manslaughter	009XX W AGATITE AVE	street	street	17	031	031502	1
Chicago	09A	murder and nonnegligent manslaughter	009XX W OAKDALE AVE	street	street	17	031	063000	1
Chicago	09A	murder and nonnegligent manslaughter	010XX N LAMON AVE	private vehicle	vehicle	17	031	251000	1
Chicago	09A	murder and nonnegligent manslaughter	010XX N LAMON AVE	residence	residence	17	031	251100	1
Chicago	09A	murder and nonnegligent manslaughter	010XX N SPRINGFIELD AVE	street	street	17	031	231200	1
Chicago	09A	murder and nonnegligent manslaughter	010XX W 14TH PL	street	street	17	031	283800	1
Chicago	09A	murder and nonnegligent manslaughter	010XX W 14TH ST	vehicle parking	open space	17	031	283800	1
Chicago	09A	murder and nonnegligent manslaughter	010XX W 18TH ST	private vehicle	vehicle	17	031	310400	2
Chicago	09A	murder and nonnegligent manslaughter	010XX W 50TH ST	private vehicle	vehicle	17	031	611000	1
Chicago	09A	murder and nonnegligent manslaughter	011XX E 44TH ST	other open space	open space	17	031	390200	1
Chicago	09A	murder and nonnegligent manslaughter	011XX E 73RD ST	street	street	17	031	841800	1
Chicago	09A	murder and nonnegligent manslaughter	011XX N CENTRAL AVE	street	street	17	031	251300	1
Chicago	09A	murder and nonnegligent manslaughter	011XX N CICERO AVE	gas station	retail	17	031	251000	1
Chicago	09A	murder and nonnegligent manslaughter	011XX N HARDING AVE	street	street	17	031	231200	1
Chicago	09A	murder and nonnegligent manslaughter	011XX N LAWLER AVE	residence	residence	17	031	251100	1
Chicago	09A	murder and nonnegligent manslaughter	011XX N LECLAIRE AVE	street	street	17	031	251100	1
Chicago	09A	murder and nonnegligent manslaughter	011XX N PULASKI RD	street	street	17	031	231200	1
Chicago	09A	murder and nonnegligent manslaughter	011XX S FRANCISCO AVE	street	street	17	031	838600	1
Chicago	09A	murder and nonnegligent manslaughter	011XX S RICHMOND ST	private vehicle	vehicle	17	031	838600	1
Chicago	09A	murder and nonnegligent manslaughter	011XX W 18TH ST	private vehicle	vehicle	17	031	310600	1
Chicago	09A	murder and nonnegligent manslaughter	011XX W 51ST ST	street	street	17	031	611000	1
Chicago	09A	murder and nonnegligent manslaughter	011XX W MARQUETTE RD	residence	residence	17	031	681000	1
Chicago	09A	murder and nonnegligent manslaughter	011XX W MORSE AVE	residence	residence	17	031	010400	1
Chicago	09A	murder and nonnegligent manslaughter	011XX W RANDOLPH ST	street	street	17	031	833000	1
Chicago	09A	murder and nonnegligent manslaughter	012XX N KEELER AVE	private vehicle	vehicle	17	031	230600	1
Chicago	09A	murder and nonnegligent manslaughter	012XX N KEELER AVE	street	street	17	031	230600	1
Chicago	09A	murder and nonnegligent manslaughter	012XX S ALBANY AVE	private vehicle	vehicle	17	031	843100	1
Chicago	09A	murder and nonnegligent manslaughter	012XX S KOLIN AVE	street	street	17	031	290900	1
Chicago	09A	murder and nonnegligent manslaughter	012XX S ST LOUIS AVE	street	street	17	031	291200	1
Chicago	09A	murder and nonnegligent manslaughter	012XX W 32ND ST	street	street	17	031	600900	1
Chicago	09A	murder and nonnegligent manslaughter	012XX W 56TH ST	street	street	17	031	670100	1
Chicago	09A	murder and nonnegligent manslaughter	012XX W 71ST PL	street	street	17	031	671800	1
Chicago	09A	murder and nonnegligent manslaughter	012XX W 73RD PL	street	street	17	031	671800	1
Chicago	09A	murder and nonnegligent manslaughter	012XX W WASHBURNE AVE	vehicle parking	open space	17	031	842900	1
Chicago	09A	murder and nonnegligent manslaughter	013XX E 75TH ST	street	street	17	031	834200	1
Chicago	09A	murder and nonnegligent manslaughter	013XX E 94TH ST	street	street	17	031	470100	1
Chicago	09A	murder and nonnegligent manslaughter	013XX N BURLING ST	residence	residence	17	031	842200	1
Chicago	09A	murder and nonnegligent manslaughter	013XX N LOCKWOOD AVE	street	street	17	031	250700	1
Chicago	09A	murder and nonnegligent manslaughter	013XX S KOSTNER AVE	residence	residence	17	031	290900	1
Chicago	09A	murder and nonnegligent manslaughter	013XX W 108TH PL	street	street	17	031	750100	1
Chicago	09A	murder and nonnegligent manslaughter	013XX W 122ND ST	private vehicle	vehicle	17	031	530400	1
Chicago	09A	murder and nonnegligent manslaughter	013XX W 31ST ST	street	street	17	031	600900	1
Chicago	09A	murder and nonnegligent manslaughter	013XX W HASTINGS ST	street	street	17	031	842900	1
Chicago	09A	murder and nonnegligent manslaughter	013XX W LELAND AVE	street	street	17	031	031700	1
Chicago	09A	murder and nonnegligent manslaughter	014XX E 73RD ST	street	street	17	031	430400	1
Chicago	09A	murder and nonnegligent manslaughter	014XX N KILDARE AVE	street	street	17	031	230600	1
Chicago	09A	murder and nonnegligent manslaughter	014XX N LOREL AVE	street	street	17	031	250700	1
Chicago	09A	murder and nonnegligent manslaughter	014XX S LAWNDALE AVE	private vehicle	vehicle	17	031	838700	1
Chicago	09A	murder and nonnegligent manslaughter	014XX S MILLARD AVE	street	street	17	031	838700	1
Chicago	09A	murder and nonnegligent manslaughter	014XX W 71ST ST	street	street	17	031	671600	1
Chicago	09A	murder and nonnegligent manslaughter	014XX W WABANSIA AVE	street	street	17	031	842300	1
Chicago	09A	murder and nonnegligent manslaughter	015XX N AVERS AVE	street	street	17	031	230700	1
Chicago	09A	murder and nonnegligent manslaughter	015XX N HARDING AVE	street	street	17	031	230700	1
Chicago	09A	murder and nonnegligent manslaughter	015XX S KILDARE AVE	street	street	17	031	290900	1
Chicago	09A	murder and nonnegligent manslaughter	015XX S TRUMBULL AVE	street	street	17	031	291200	1
Chicago	09A	murder and nonnegligent manslaughter	015XX W CHASE AVE	residence	residence	17	031	010300	1
Chicago	09A	murder and nonnegligent manslaughter	016XX N CENTRAL AVE	street	street	17	031	250300	1
Chicago	09A	murder and nonnegligent manslaughter	016XX N CICERO AVE	street	street	17	031	250200	2
Chicago	09A	murder and nonnegligent manslaughter	016XX N FRANCISCO AVE	street	street	17	031	240800	1
Chicago	09A	murder and nonnegligent manslaughter	016XX N KEELER AVE	street	street	17	031	230500	1
Chicago	09A	murder and nonnegligent manslaughter	016XX N MAYFIELD AVE	street	street	17	031	250400	1
Chicago	09A	murder and nonnegligent manslaughter	016XX S SPRINGFIELD AVE	street	street	17	031	292400	2
Chicago	09A	murder and nonnegligent manslaughter	016XX W 115TH ST	vehicle parking	open space	17	031	750500	1
Chicago	09A	murder and nonnegligent manslaughter	016XX W VAN BUREN ST	street	street	17	031	838100	1
Chicago	09A	murder and nonnegligent manslaughter	016XX W WEBSTER AVE	street	street	17	031	832300	2
Chicago	09A	murder and nonnegligent manslaughter	017XX N LUNA AVE	residence	residence	17	031	250300	1
Chicago	09A	murder and nonnegligent manslaughter	017XX W PIERCE AVE	street	street	17	031	241500	1
Chicago	09A	murder and nonnegligent manslaughter	018XX S DRAKE AVE	street	street	17	031	292200	1
Chicago	09A	murder and nonnegligent manslaughter	019XX N ROCKWELL ST	street	street	17	031	832400	1
Chicago	09A	murder and nonnegligent manslaughter	019XX W HARRISON ST	healthcare	healthcare	17	031	838100	1
Chicago	09A	murder and nonnegligent manslaughter	019XX W HARRISON ST	street	street	17	031	838100	1
Chicago	09A	murder and nonnegligent manslaughter	020XX E 79TH ST	street	street	17	031	460500	1
Chicago	09A	murder and nonnegligent manslaughter	020XX W 47TH ST	vehicle parking	open space	17	031	610300	1
Chicago	09A	murder and nonnegligent manslaughter	020XX W 69TH ST	street	street	17	031	671500	1
Chicago	09A	murder and nonnegligent manslaughter	020XX W ARTHUR AVE	street	street	17	031	020500	1
Chicago	09A	murder and nonnegligent manslaughter	020XX W FULLERTON AVE	street	street	17	031	830900	1
Chicago	09A	murder and nonnegligent manslaughter	021XX S FAIRFIELD AVE	street	street	17	031	840700	1
Chicago	09A	murder and nonnegligent manslaughter	021XX W 71ST PL	street	street	17	031	672000	1
Chicago	09A	murder and nonnegligent manslaughter	021XX W WARREN BLVD	private vehicle	vehicle	17	031	837800	1
Chicago	09A	murder and nonnegligent manslaughter	022XX E 79TH ST	street	street	17	031	460500	2
Chicago	09A	murder and nonnegligent manslaughter	022XX S MICHIGAN AVE	bar/club	leisure	17	031	841000	1
Chicago	09A	murder and nonnegligent manslaughter	022XX W 59TH ST	street	street	17	031	835100	1
Chicago	09A	murder and nonnegligent manslaughter	022XX W 63RD ST	street	street	17	031	835000	1
Chicago	09A	murder and nonnegligent manslaughter	022XX W THOME AVE	street	street	17	031	020901	1
Chicago	09A	murder and nonnegligent manslaughter	022XX W WINNEMAC AVE	street	street	17	031	040401	1
Chicago	09A	murder and nonnegligent manslaughter	023XX N MOODY AVE	street	street	17	031	191301	1
Chicago	09A	murder and nonnegligent manslaughter	023XX S CALIFORNIA AVE	street	street	17	031	301200	1
Chicago	09A	murder and nonnegligent manslaughter	023XX S MICHIGAN AVE	residence	residence	17	031	841000	1
Chicago	09A	murder and nonnegligent manslaughter	023XX S WASHTENAW AVE	private vehicle	vehicle	17	031	301200	1
Chicago	09A	murder and nonnegligent manslaughter	023XX S WASHTENAW AVE	street	street	17	031	301200	1
Chicago	09A	murder and nonnegligent manslaughter	023XX W WASHINGTON BLVD	residence	residence	17	031	837800	1
Chicago	09A	murder and nonnegligent manslaughter	024XX S SAWYER AVE	street	street	17	031	300800	1
Chicago	09A	murder and nonnegligent manslaughter	024XX W 58TH ST	street	street	17	031	835100	2
Chicago	09A	murder and nonnegligent manslaughter	025XX E 84TH ST	street	street	17	031	460400	1
Chicago	09A	murder and nonnegligent manslaughter	025XX N LONG AVE	street	street	17	031	190702	1
Chicago	09A	murder and nonnegligent manslaughter	025XX S HARDING AVE	residence	residence	17	031	300500	1
Chicago	09A	murder and nonnegligent manslaughter	025XX W 70TH ST	street	street	17	031	660900	1
Chicago	09A	murder and nonnegligent manslaughter	025XX W MOFFAT ST	residence	residence	17	031	832400	1
Chicago	09A	murder and nonnegligent manslaughter	026XX E 74TH PL	street	street	17	031	431400	1
Chicago	09A	murder and nonnegligent manslaughter	026XX W 51ST ST	street	street	17	031	630500	1
Chicago	09A	murder and nonnegligent manslaughter	026XX W 87TH ST	residence	residence	17	031	700502	1
Chicago	09A	murder and nonnegligent manslaughter	026XX W CHICAGO AVE	restaurant	leisure	17	031	242600	1
Chicago	09A	murder and nonnegligent manslaughter	027XX N CENTRAL PARK AVE	private vehicle	vehicle	17	031	220602	1
Chicago	09A	murder and nonnegligent manslaughter	027XX N LAVERGNE AVE	street	street	17	031	190800	2
Chicago	09A	murder and nonnegligent manslaughter	027XX S KARLOV AVE	street	street	17	031	301803	1
Chicago	09A	murder and nonnegligent manslaughter	027XX W BLOOMINGDALE AVE	street	street	17	031	832400	1
Chicago	09A	murder and nonnegligent manslaughter	027XX W LEXINGTON ST	street	street	17	031	837400	1
Chicago	09A	murder and nonnegligent manslaughter	028XX N MAPLEWOOD AVE	residence	residence	17	031	210900	1
Chicago	09A	murder and nonnegligent manslaughter	028XX S AVERS AVE	residence	residence	17	031	301702	1
Chicago	09A	murder and nonnegligent manslaughter	028XX S KEELER AVE	street	street	17	031	301803	1
Chicago	09A	murder and nonnegligent manslaughter	028XX W 21ST ST	street	street	17	031	840700	1
Chicago	09A	murder and nonnegligent manslaughter	028XX W WARREN BLVD	private vehicle	vehicle	17	031	837000	1
Chicago	09A	murder and nonnegligent manslaughter	030XX E 81ST ST	street	street	17	031	460100	1
Chicago	09A	murder and nonnegligent manslaughter	030XX S MICHIGAN AVE	street	street	17	031	839200	1
Chicago	09A	murder and nonnegligent manslaughter	030XX W 63RD ST	street	street	17	031	660301	1
Chicago	09A	murder and nonnegligent manslaughter	030XX W 71ST ST	street	street	17	031	660900	1
Chicago	09A	murder and nonnegligent manslaughter	030XX W LEXINGTON ST	street	street	17	031	837300	1
Chicago	09A	murder and nonnegligent manslaughter	030XX W VAN BUREN ST	green space	open space	17	031	271200	2
Chicago	09A	murder and nonnegligent manslaughter	031XX W 64TH ST	street	street	17	031	660600	1
Chicago	09A	murder and nonnegligent manslaughter	031XX W 84TH PL	residence	residence	17	031	700502	1
Chicago	09A	murder and nonnegligent manslaughter	031XX W 85TH ST	residence	residence	17	031	700502	1
Chicago	09A	murder and nonnegligent manslaughter	031XX W FIFTH AVE	street	street	17	031	271200	1
Chicago	09A	murder and nonnegligent manslaughter	032XX W 15TH ST	street	street	17	031	841500	1
Chicago	09A	murder and nonnegligent manslaughter	032XX W 47TH ST	residence	residence	17	031	580400	1
Chicago	09A	murder and nonnegligent manslaughter	032XX W HURON ST	street	street	17	031	836700	1
Chicago	09A	murder and nonnegligent manslaughter	032XX W MAYPOLE AVE	street	street	17	031	836800	1
Chicago	09A	murder and nonnegligent manslaughter	033XX N KEELER AVE	street	street	17	031	161300	1
Chicago	09A	murder and nonnegligent manslaughter	033XX W 61ST ST	residence	residence	17	031	660400	1
Chicago	09A	murder and nonnegligent manslaughter	033XX W DIVISION ST	street	street	17	031	230900	1
Chicago	09A	murder and nonnegligent manslaughter	033XX W VAN BUREN ST	street	street	17	031	271300	1
Chicago	09A	murder and nonnegligent manslaughter	033XX W WALNUT ST	street	street	17	031	836800	1
Chicago	09A	murder and nonnegligent manslaughter	034XX S HAMILTON AVE	other open space	open space	17	031	840300	1
Chicago	09A	murder and nonnegligent manslaughter	034XX W ARMITAGE AVE	street	street	17	031	221100	1
Chicago	09A	murder and nonnegligent manslaughter	034XX W FLOURNOY ST	other open space	open space	17	031	271500	1
Chicago	09A	murder and nonnegligent manslaughter	034XX W LAWRENCE AVE	street	street	17	031	140701	1
Chicago	09A	murder and nonnegligent manslaughter	034XX W MADISON ST	street	street	17	031	270500	1
Chicago	09A	murder and nonnegligent manslaughter	034XX W OGDEN AVE	convenience store	retail	17	031	841400	1
Chicago	09A	murder and nonnegligent manslaughter	035XX N CENTRAL AVE	street	street	17	031	151100	1
Chicago	09A	murder and nonnegligent manslaughter	035XX W 24TH ST	street	street	17	031	300700	2
Chicago	09A	murder and nonnegligent manslaughter	035XX W 77TH PL	residence	residence	17	031	700100	1
Chicago	09A	murder and nonnegligent manslaughter	035XX W FLOURNOY ST	street	street	17	031	271500	1
Chicago	09A	murder and nonnegligent manslaughter	035XX W GRENSHAW ST	street	street	17	031	843000	1
Chicago	09A	murder and nonnegligent manslaughter	036XX N ST LOUIS AVE	street	street	17	031	160800	1
Chicago	09A	murder and nonnegligent manslaughter	036XX W 16TH ST	street	street	17	031	292200	1
Chicago	09A	murder and nonnegligent manslaughter	036XX W 55TH PL	residence	residence	17	031	620400	2
Chicago	09A	murder and nonnegligent manslaughter	037XX S VINCENNES AVE	street	street	17	031	360200	1
Chicago	09A	murder and nonnegligent manslaughter	038XX W LEXINGTON ST	street	street	17	031	260900	1
Chicago	09A	murder and nonnegligent manslaughter	038XX W MONROE ST	residence	residence	17	031	260800	1
Chicago	09A	murder and nonnegligent manslaughter	038XX W VAN BUREN ST	street	street	17	031	260800	1
Chicago	09A	murder and nonnegligent manslaughter	039XX N SPAULDING AVE	residence	residence	17	031	160800	1
Chicago	09A	murder and nonnegligent manslaughter	039XX S CALUMET AVE	street	street	17	031	835900	1
Chicago	09A	murder and nonnegligent manslaughter	039XX W CONGRESS PKWY	street	street	17	031	260800	1
Chicago	09A	murder and nonnegligent manslaughter	039XX W ROOSEVELT RD	street	street	17	031	843000	1
Chicago	09A	murder and nonnegligent manslaughter	039XX W SCHOOL ST	residence	residence	17	031	831100	1
Chicago	09A	murder and nonnegligent manslaughter	040XX N PULASKI RD	residence	residence	17	031	160300	1
Chicago	09A	murder and nonnegligent manslaughter	040XX S ALBANY AVE	street	street	17	031	580501	1
Chicago	09A	murder and nonnegligent manslaughter	040XX W 13TH ST	private vehicle	vehicle	17	031	290900	1
Chicago	09A	murder and nonnegligent manslaughter	041XX N HAMLIN AVE	street	street	17	031	160400	1
Chicago	09A	murder and nonnegligent manslaughter	041XX W 21ST ST	street	street	17	031	292500	1
Chicago	09A	murder and nonnegligent manslaughter	041XX W 31ST ST	street	street	17	031	301803	1
Chicago	09A	murder and nonnegligent manslaughter	041XX W CULLERTON ST	street	street	17	031	292500	1
Chicago	09A	murder and nonnegligent manslaughter	041XX W WILCOX ST	street	street	17	031	260700	1
Chicago	09A	murder and nonnegligent manslaughter	042XX S CALUMET AVE	street	street	17	031	835900	1
Chicago	09A	murder and nonnegligent manslaughter	042XX S KEDZIE AVE	street	street	17	031	580400	1
Chicago	09A	murder and nonnegligent manslaughter	042XX S ROCKWELL ST	street	street	17	031	580600	1
Chicago	09A	murder and nonnegligent manslaughter	042XX W DIVISION ST	street	street	17	031	842100	1
Chicago	09A	murder and nonnegligent manslaughter	042XX W GRENSHAW ST	street	street	17	031	843000	2
Chicago	09A	murder and nonnegligent manslaughter	043XX S CALUMET AVE	green space	open space	17	031	835800	1
Chicago	09A	murder and nonnegligent manslaughter	043XX S LAKE SHORE DR SB	green space	open space	17	031	390100	1
Chicago	09A	murder and nonnegligent manslaughter	043XX S WOOD ST	street	street	17	031	610300	1
Chicago	09A	murder and nonnegligent manslaughter	043XX W FLOURNOY ST	residence	residence	17	031	261000	1
Chicago	09A	murder and nonnegligent manslaughter	043XX W MAYPOLE AVE	private vehicle	vehicle	17	031	260300	1
Chicago	09A	murder and nonnegligent manslaughter	043XX W VAN BUREN ST	residence	residence	17	031	260600	1
Chicago	09A	murder and nonnegligent manslaughter	044XX N BROADWAY	street	street	17	031	830700	1
Chicago	09A	murder and nonnegligent manslaughter	044XX N KIMBALL AVE	street	street	17	031	140702	1
Chicago	09A	murder and nonnegligent manslaughter	044XX N MAGNOLIA AVE	street	street	17	031	031700	1
Chicago	09A	murder and nonnegligent manslaughter	044XX S COTTAGE GROVE AVE	street	street	17	031	836000	1
Chicago	09A	murder and nonnegligent manslaughter	044XX S HONORE ST	street	street	17	031	610300	1
Chicago	09A	murder and nonnegligent manslaughter	044XX W MONROE ST	residence	residence	17	031	260500	1
Chicago	09A	murder and nonnegligent manslaughter	045XX N BROADWAY	street	street	17	031	830700	1
Chicago	09A	murder and nonnegligent manslaughter	045XX N SHERIDAN RD	residence	residence	17	031	031502	1
Chicago	09A	murder and nonnegligent manslaughter	045XX S HERMITAGE AVE	private vehicle	vehicle	17	031	610400	1
Chicago	09A	murder and nonnegligent manslaughter	045XX W ADAMS ST	street	street	17	031	260500	1
Chicago	09A	murder and nonnegligent manslaughter	045XX W WEST END AVE	street	street	17	031	260400	1
Chicago	09A	murder and nonnegligent manslaughter	046XX N KOSTNER AVE	residence	residence	17	031	160200	2
Chicago	09A	murder and nonnegligent manslaughter	046XX S WESTERN AVE	street	street	17	031	580800	1
Chicago	09A	murder and nonnegligent manslaughter	046XX W MAYPOLE AVE	street	street	17	031	251800	1
Chicago	09A	murder and nonnegligent manslaughter	047XX N BROADWAY	street	street	17	031	830700	1
Chicago	09A	murder and nonnegligent manslaughter	047XX N KIMBALL AVE	street	street	17	031	140701	1
Chicago	09A	murder and nonnegligent manslaughter	047XX N TROY ST	street	street	17	031	140800	1
Chicago	09A	murder and nonnegligent manslaughter	048XX N KENMORE AVE	street	street	17	031	031200	1
Chicago	09A	murder and nonnegligent manslaughter	048XX N LAKE SHORE DR NB	street	street	17	031	031300	1
Chicago	09A	murder and nonnegligent manslaughter	048XX S JUSTINE ST	residence	residence	17	031	611200	1
Chicago	09A	murder and nonnegligent manslaughter	048XX S KARLOV AVE	residence	residence	17	031	570300	1
Chicago	09A	murder and nonnegligent manslaughter	048XX S WINCHESTER AVE	street	street	17	031	611400	1
Chicago	09A	murder and nonnegligent manslaughter	048XX W GLADYS AVE	street	street	17	031	252202	1
Chicago	09A	murder and nonnegligent manslaughter	048XX W KAMERLING AVE	street	street	17	031	831300	1
Chicago	09A	murder and nonnegligent manslaughter	048XX W MADISON ST	street	street	17	031	251800	1
Chicago	09A	murder and nonnegligent manslaughter	049XX S DREXEL BLVD	street	street	17	031	390400	1
Chicago	09A	murder and nonnegligent manslaughter	049XX W 46TH ST	street	street	17	031	560200	1
Chicago	09A	murder and nonnegligent manslaughter	049XX W CONGRESS PKWY	other open space	open space	17	031	252202	1
Chicago	09A	murder and nonnegligent manslaughter	049XX W ERIE ST	street	street	17	031	251600	1
Chicago	09A	murder and nonnegligent manslaughter	049XX W HUBBARD ST	green space	open space	17	031	251600	1
Chicago	09A	murder and nonnegligent manslaughter	049XX W HUBBARD ST	street	street	17	031	251600	1
Chicago	09A	murder and nonnegligent manslaughter	049XX W LAKE ST	street	street	17	031	251800	1
Chicago	09A	murder and nonnegligent manslaughter	050XX N HARDING AVE	residence	residence	17	031	140302	1
Chicago	09A	murder and nonnegligent manslaughter	050XX N WINTHROP AVE	street	street	17	031	031200	2
Chicago	09A	murder and nonnegligent manslaughter	050XX S DORCHESTER AVE	private vehicle	vehicle	17	031	390600	1
Chicago	09A	murder and nonnegligent manslaughter	050XX S RACINE AVE	street	street	17	031	611100	1
Chicago	09A	murder and nonnegligent manslaughter	050XX W SUPERIOR ST	street	street	17	031	251600	1
Chicago	09A	murder and nonnegligent manslaughter	051XX N AUSTIN AVE	residence	residence	17	031	110400	1
Chicago	09A	murder and nonnegligent manslaughter	051XX S MICHIGAN AVE	residence	residence	17	031	836100	1
Chicago	09A	murder and nonnegligent manslaughter	051XX S TROY ST	street	street	17	031	630400	1
Chicago	09A	murder and nonnegligent manslaughter	051XX W CRYSTAL ST	street	street	17	031	250800	1
Chicago	09A	murder and nonnegligent manslaughter	051XX W THOMAS ST	street	street	17	031	251100	1
Chicago	09A	murder and nonnegligent manslaughter	052XX S EMERALD AVE	street	street	17	031	843800	1
Chicago	09A	murder and nonnegligent manslaughter	052XX S GREEN ST	residence	residence	17	031	612100	1
Chicago	09A	murder and nonnegligent manslaughter	052XX S LOREL AVE	residence	residence	17	031	560700	2
Chicago	09A	murder and nonnegligent manslaughter	052XX S MENARD AVE	street	street	17	031	560800	1
Chicago	09A	murder and nonnegligent manslaughter	052XX W FULLERTON AVE	restaurant	leisure	17	031	190702	1
Chicago	09A	murder and nonnegligent manslaughter	052XX W LE MOYNE ST	street	street	17	031	250700	1
Chicago	09A	murder and nonnegligent manslaughter	052XX W QUINCY ST	residence	residence	17	031	252102	1
Chicago	09A	murder and nonnegligent manslaughter	052XX W THOMAS ST	private vehicle	vehicle	17	031	251200	1
Chicago	09A	murder and nonnegligent manslaughter	053XX S ABERDEEN ST	street	street	17	031	612000	2
Chicago	09A	murder and nonnegligent manslaughter	053XX S MAY ST	residence	residence	17	031	612000	1
Chicago	09A	murder and nonnegligent manslaughter	053XX S SACRAMENTO AVE	private vehicle	vehicle	17	031	630400	1
Chicago	09A	murder and nonnegligent manslaughter	053XX S UNION AVE	private vehicle	vehicle	17	031	843800	1
Chicago	09A	murder and nonnegligent manslaughter	053XX S UNION AVE	street	street	17	031	843800	1
Chicago	09A	murder and nonnegligent manslaughter	053XX W NORTH AVE	street	street	17	031	250300	1
Chicago	09A	murder and nonnegligent manslaughter	054XX S LAFLIN ST	private vehicle	vehicle	17	031	611900	1
Chicago	09A	murder and nonnegligent manslaughter	054XX S PRAIRIE AVE	private vehicle	vehicle	17	031	400300	1
Chicago	09A	murder and nonnegligent manslaughter	054XX W HIRSCH ST	street	street	17	031	250700	1
Chicago	09A	murder and nonnegligent manslaughter	054XX W RACE AVE	street	street	17	031	251500	1
Chicago	09A	murder and nonnegligent manslaughter	055XX W CONGRESS PKWY	street	street	17	031	252102	1
Chicago	09A	murder and nonnegligent manslaughter	055XX W POTOMAC AVE	street	street	17	031	250700	1
Chicago	09A	murder and nonnegligent manslaughter	056XX S ARTESIAN AVE	other open space	open space	17	031	835100	1
Chicago	09A	murder and nonnegligent manslaughter	056XX S ARTESIAN AVE	street	street	17	031	835100	1
Chicago	09A	murder and nonnegligent manslaughter	056XX S GREEN ST	street	street	17	031	834700	1
Chicago	09A	murder and nonnegligent manslaughter	056XX W BYRON ST	street	street	17	031	150600	1
Chicago	09A	murder and nonnegligent manslaughter	057XX N SHERIDAN RD	street	street	17	031	030604	1
Chicago	09A	murder and nonnegligent manslaughter	057XX S MORGAN ST	street	street	17	031	680500	1
Chicago	09A	murder and nonnegligent manslaughter	057XX S MORGAN ST	street	street	17	031	834700	1
Chicago	09A	murder and nonnegligent manslaughter	057XX S PAULINA ST	street	street	17	031	670300	1
Chicago	09A	murder and nonnegligent manslaughter	057XX S UNION AVE	street	street	17	031	834700	1
Chicago	09A	murder and nonnegligent manslaughter	058XX S DR MARTIN LUTHER KING JR DR	street	street	17	031	400400	1
Chicago	09A	murder and nonnegligent manslaughter	058XX S LA SALLE ST	street	street	17	031	834600	1
Chicago	09A	murder and nonnegligent manslaughter	058XX S PULASKI RD	street	street	17	031	620400	1
Chicago	09A	murder and nonnegligent manslaughter	058XX W NORTH AVE	street	street	17	031	250400	2
Chicago	09A	murder and nonnegligent manslaughter	058XX W PATTERSON AVE	street	street	17	031	150600	1
Chicago	09A	murder and nonnegligent manslaughter	059XX N RIDGE AVE	other retail	retail	17	031	030400	1
Chicago	09A	murder and nonnegligent manslaughter	059XX S MARSHFIELD AVE	street	street	17	031	670700	1
Chicago	09A	murder and nonnegligent manslaughter	059XX S STATE ST	private vehicle	vehicle	17	031	834500	1
Chicago	09A	murder and nonnegligent manslaughter	059XX S WENTWORTH AVE	street	street	17	031	834600	2
Chicago	09A	murder and nonnegligent manslaughter	059XX W CHICAGO AVE	street	street	17	031	251400	1
Chicago	09A	murder and nonnegligent manslaughter	059XX W DIVERSEY AVE	vehicle parking	open space	17	031	190602	1
Chicago	09A	murder and nonnegligent manslaughter	060XX S ABERDEEN ST	street	street	17	031	680600	1
Chicago	09A	murder and nonnegligent manslaughter	060XX S DR MARTIN LUTHER KING JR DR	street	street	17	031	400800	1
Chicago	09A	murder and nonnegligent manslaughter	060XX S THROOP ST	street	street	17	031	670900	1
Chicago	09A	murder and nonnegligent manslaughter	060XX W GRAND AVE	street	street	17	031	191301	1
Chicago	09A	murder and nonnegligent manslaughter	061XX S COTTAGE GROVE AVE	street	street	17	031	420500	1
Chicago	09A	murder and nonnegligent manslaughter	061XX S HONORE ST	street	street	17	031	670600	1
Chicago	09A	murder and nonnegligent manslaughter	061XX S ROCKWELL ST	street	street	17	031	835000	1
Chicago	09A	murder and nonnegligent manslaughter	061XX W FULLERTON AVE	green space	open space	17	031	191301	1
Chicago	09A	murder and nonnegligent manslaughter	062XX N BELL AVE	residence	residence	17	031	020901	1
Chicago	09A	murder and nonnegligent manslaughter	062XX S ROCKWELL ST	street	street	17	031	835000	1
Chicago	09A	murder and nonnegligent manslaughter	063XX S COTTAGE GROVE AVE	private vehicle	vehicle	17	031	420700	1
Chicago	09A	murder and nonnegligent manslaughter	063XX W FULLERTON AVE	green space	open space	17	031	190601	1
Chicago	09A	murder and nonnegligent manslaughter	064XX S ASHLAND AVE	street	street	17	031	671100	1
Chicago	09A	murder and nonnegligent manslaughter	064XX S DAMEN AVE	street	street	17	031	671400	1
Chicago	09A	murder and nonnegligent manslaughter	064XX S JUSTINE ST	street	street	17	031	671100	1
Chicago	09A	murder and nonnegligent manslaughter	065XX N HOYNE AVE	residence	residence	17	031	020500	1
Chicago	09A	murder and nonnegligent manslaughter	065XX S KIMBARK AVE	residence	residence	17	031	834400	1
Chicago	09A	murder and nonnegligent manslaughter	065XX S MARSHFIELD AVE	street	street	17	031	671200	1
Chicago	09A	murder and nonnegligent manslaughter	065XX S SANGAMON ST	residence	residence	17	031	681000	1
Chicago	09A	murder and nonnegligent manslaughter	066XX S BLACKSTONE AVE	street	street	17	031	843900	1
Chicago	09A	murder and nonnegligent manslaughter	066XX S CHAMPLAIN AVE	street	street	17	031	420700	1
Chicago	09A	murder and nonnegligent manslaughter	066XX S MARSHFIELD AVE	other open space	open space	17	031	671500	1
Chicago	09A	murder and nonnegligent manslaughter	066XX S MICHIGAN AVE	private vehicle	vehicle	17	031	842500	1
Chicago	09A	murder and nonnegligent manslaughter	066XX S OAKLEY AVE	other open space	open space	17	031	660700	1
Chicago	09A	murder and nonnegligent manslaughter	066XX W BELDEN AVE	residence	residence	17	031	831600	1
Chicago	09A	murder and nonnegligent manslaughter	067XX S WESTERN AVE	street	street	17	031	660700	1
Chicago	09A	murder and nonnegligent manslaughter	068XX S ANTHONY AVE	commercial vehicle	vehicle	17	031	690500	1
Chicago	09A	murder and nonnegligent manslaughter	068XX S JEFFERY BLVD	residence	residence	17	031	430200	1
Chicago	09A	murder and nonnegligent manslaughter	068XX S LAFAYETTE AVE	private vehicle	vehicle	17	031	690300	1
Chicago	09A	murder and nonnegligent manslaughter	068XX S LOOMIS BLVD	residence	residence	17	031	834900	1
Chicago	09A	murder and nonnegligent manslaughter	068XX S MERRILL AVE	residence	residence	17	031	430101	1
Chicago	09A	murder and nonnegligent manslaughter	068XX S RIDGELAND AVE	residence	residence	17	031	430200	1
Chicago	09A	murder and nonnegligent manslaughter	069XX S SOUTH SHORE DR	street	street	17	031	430102	1
Chicago	09A	murder and nonnegligent manslaughter	070XX S CALUMET AVE	private vehicle	vehicle	17	031	690400	1
Chicago	09A	murder and nonnegligent manslaughter	070XX S HONORE ST	street	street	17	031	671500	1
Chicago	09A	murder and nonnegligent manslaughter	070XX S NORMAL BLVD	street	street	17	031	681200	1
Chicago	09A	murder and nonnegligent manslaughter	070XX S SANGAMON ST	street	street	17	031	681100	1
Chicago	09A	murder and nonnegligent manslaughter	070XX S TALMAN AVE	street	street	17	031	660900	1
Chicago	09A	murder and nonnegligent manslaughter	071XX N CLARK ST	street	street	17	031	010702	1
Chicago	09A	murder and nonnegligent manslaughter	071XX S CARPENTER ST	street	street	17	031	681400	1
Chicago	09A	murder and nonnegligent manslaughter	071XX S UNION AVE	street	street	17	031	681300	1
Chicago	09A	murder and nonnegligent manslaughter	072XX S BENNETT AVE	private vehicle	vehicle	17	031	430500	1
Chicago	09A	murder and nonnegligent manslaughter	072XX S EXCHANGE AVE	vehicle parking	open space	17	031	430700	1
Chicago	09A	murder and nonnegligent manslaughter	072XX S GREEN ST	street	street	17	031	681400	1
Chicago	09A	murder and nonnegligent manslaughter	072XX S MAY ST	street	street	17	031	681400	1
Chicago	09A	murder and nonnegligent manslaughter	073XX S DORCHESTER AVE	residence	residence	17	031	430400	1
Chicago	09A	murder and nonnegligent manslaughter	073XX S GREEN ST	residence	residence	17	031	681400	1
Chicago	09A	murder and nonnegligent manslaughter	073XX S MAY ST	street	street	17	031	681400	1
Chicago	09A	murder and nonnegligent manslaughter	073XX S VERNON AVE	street	street	17	031	690900	1
Chicago	09A	murder and nonnegligent manslaughter	074XX N ROGERS AVE	street	street	17	031	010202	1
Chicago	09A	murder and nonnegligent manslaughter	074XX S COTTAGE GROVE AVE	street	street	17	031	841800	1
Chicago	09A	murder and nonnegligent manslaughter	074XX S EGGLESTON AVE	street	street	17	031	681300	1
Chicago	09A	murder and nonnegligent manslaughter	074XX S HARVARD AVE	other open space	open space	17	031	691100	1
Chicago	09A	murder and nonnegligent manslaughter	075XX S DAMEN AVE	street	street	17	031	710400	1
Chicago	09A	murder and nonnegligent manslaughter	075XX S ELLIS AVE	street	street	17	031	691500	1
Chicago	09A	murder and nonnegligent manslaughter	075XX S LANGLEY AVE	street	street	17	031	691400	1
Chicago	09A	murder and nonnegligent manslaughter	076XX N ASHLAND AVE	street	street	17	031	010100	1
Chicago	09A	murder and nonnegligent manslaughter	076XX N MARSHFIELD AVE	green space	open space	17	031	010100	1
Chicago	09A	murder and nonnegligent manslaughter	076XX S EBERHART AVE	street	street	17	031	691400	1
Chicago	09A	murder and nonnegligent manslaughter	077XX S INDIANA AVE	street	street	17	031	691300	1
Chicago	09A	murder and nonnegligent manslaughter	077XX S KINGSTON AVE	street	street	17	031	431301	1
Chicago	09A	murder and nonnegligent manslaughter	077XX S SOUTH SHORE DR	private vehicle	vehicle	17	031	431400	1
Chicago	09A	murder and nonnegligent manslaughter	077XX S WINCHESTER AVE	street	street	17	031	710400	1
Chicago	09A	murder and nonnegligent manslaughter	078XX S COLES AVE	residence	residence	17	031	431400	1
Chicago	09A	murder and nonnegligent manslaughter	078XX S DREXEL AVE	residence	residence	17	031	691500	1
Chicago	09A	murder and nonnegligent manslaughter	078XX S HONORE ST	private vehicle	vehicle	17	031	710400	1
Chicago	09A	murder and nonnegligent manslaughter	078XX S MARYLAND AVE	street	street	17	031	691500	1
Chicago	09A	murder and nonnegligent manslaughter	078XX S SEELEY AVE	street	street	17	031	710400	1
Chicago	09A	murder and nonnegligent manslaughter	078XX S SOUTH SHORE DR	residence	residence	17	031	431400	1
Chicago	09A	murder and nonnegligent manslaughter	078XX S SOUTH SHORE DR	street	street	17	031	431400	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S ABERDEEN ST	other open space	open space	17	031	710800	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S EAST END AVE	street	street	17	031	460500	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S ELLIS AVE	street	street	17	031	440101	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S KEDZIE AVE	street	street	17	031	700401	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S LANGLEY AVE	street	street	17	031	440201	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S MARYLAND AVE	street	street	17	031	440101	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S STATE ST	residence	residence	17	031	842400	1
Chicago	09A	murder and nonnegligent manslaughter	079XX S VINCENNES AVE	vehicle parking	open space	17	031	842400	1
Chicago	09A	murder and nonnegligent manslaughter	080XX S DAMEN AVE	street	street	17	031	710500	1
Chicago	09A	murder and nonnegligent manslaughter	080XX S DR MARTIN LUTHER KING JR DR	vehicle parking	open space	17	031	440201	1
Chicago	09A	murder and nonnegligent manslaughter	080XX S PAXTON AVE	street	street	17	031	460500	1
Chicago	09A	murder and nonnegligent manslaughter	080XX S PRINCETON AVE	residence	residence	17	031	842400	1
Chicago	09A	murder and nonnegligent manslaughter	081XX S ARTESIAN AVE	residence	residence	17	031	700501	1
Chicago	09A	murder and nonnegligent manslaughter	081XX S CHAPPEL AVE	street	street	17	031	460500	1
Chicago	09A	murder and nonnegligent manslaughter	081XX S MANISTEE AVE	street	street	17	031	460302	1
Chicago	09A	murder and nonnegligent manslaughter	081XX S NORMAL AVE	street	street	17	031	842400	1
Chicago	09A	murder and nonnegligent manslaughter	082XX S EVANS AVE	street	street	17	031	440201	1
Chicago	09A	murder and nonnegligent manslaughter	082XX S INGLESIDE AVE	street	street	17	031	440102	1
Chicago	09A	murder and nonnegligent manslaughter	082XX S KENWOOD AVE	other open space	open space	17	031	834300	1
Chicago	09A	murder and nonnegligent manslaughter	082XX S LAFAYETTE AVE	private vehicle	vehicle	17	031	842400	1
Chicago	09A	murder and nonnegligent manslaughter	083XX S ADA ST	private vehicle	vehicle	17	031	711100	1
Chicago	09A	murder and nonnegligent manslaughter	083XX S BAKER AVE	green space	open space	17	031	460200	1
Chicago	09A	murder and nonnegligent manslaughter	083XX S BRANDON AVE	residence	residence	17	031	460200	1
Chicago	09A	murder and nonnegligent manslaughter	083XX S DREXEL AVE	residence	residence	17	031	440102	4
Chicago	09A	murder and nonnegligent manslaughter	083XX S WOOD ST	street	street	17	031	711200	1
Chicago	09A	murder and nonnegligent manslaughter	084XX S COLFAX AVE	residence	residence	17	031	460400	1
Chicago	09A	murder and nonnegligent manslaughter	084XX S COMMERCIAL AVE	street	street	17	031	460302	1
Chicago	09A	murder and nonnegligent manslaughter	084XX S HERMITAGE AVE	street	street	17	031	711200	1
Chicago	09A	murder and nonnegligent manslaughter	084XX S LOOMIS BLVD	street	street	17	031	711100	1
Chicago	09A	murder and nonnegligent manslaughter	084XX S STONY ISLAND AVE	private vehicle	vehicle	17	031	834300	1
Chicago	09A	murder and nonnegligent manslaughter	085XX S BURLEY AVE	residence	residence	17	031	460200	1
Chicago	09A	murder and nonnegligent manslaughter	085XX W BRYN MAWR AVE	residence	residence	17	031	760801	1
Chicago	09A	murder and nonnegligent manslaughter	087XX S LAFAYETTE AVE	street	street	17	031	842400	1
Chicago	09A	murder and nonnegligent manslaughter	087XX S WABASH AVE	street	street	17	031	440600	1
Chicago	09A	murder and nonnegligent manslaughter	088XX S BISHOP ST	private vehicle	vehicle	17	031	711400	2
Chicago	09A	murder and nonnegligent manslaughter	088XX S COTTAGE GROVE AVE	street	street	17	031	440700	1
Chicago	09A	murder and nonnegligent manslaughter	088XX S WOOD ST	residence	residence	17	031	711300	1
Chicago	09A	murder and nonnegligent manslaughter	089XX S HOUSTON AVE	street	street	17	031	833900	1
Chicago	09A	murder and nonnegligent manslaughter	090XX S GREENWOOD AVE	street	street	17	031	470100	1
Chicago	09A	murder and nonnegligent manslaughter	091XX S ASHLAND AVE	street	street	17	031	730201	1
Chicago	09A	murder and nonnegligent manslaughter	091XX S YATES BLVD	residence	residence	17	031	480500	1
Chicago	09A	murder and nonnegligent manslaughter	092XX S ABERDEEN ST	street	street	17	031	730202	1
Chicago	09A	murder and nonnegligent manslaughter	092XX S ADA ST	street	street	17	031	730201	1
Chicago	09A	murder and nonnegligent manslaughter	092XX S COTTAGE GROVE AVE	street	street	17	031	440800	1
Chicago	09A	murder and nonnegligent manslaughter	092XX S HARPER AVE	street	street	17	031	480300	1
Chicago	09A	murder and nonnegligent manslaughter	092XX S UNIVERSITY AVE	street	street	17	031	470100	1
Chicago	09A	murder and nonnegligent manslaughter	093XX S BURNSIDE AVE	street	street	17	031	490400	1
Chicago	09A	murder and nonnegligent manslaughter	093XX S LA SALLE ST	residence	residence	17	031	834000	1
Chicago	09A	murder and nonnegligent manslaughter	096XX S GREEN ST	street	street	17	031	730400	1
Chicago	09A	murder and nonnegligent manslaughter	096XX S MORGAN ST	street	street	17	031	730400	1
Chicago	09A	murder and nonnegligent manslaughter	097XX S PEORIA ST	street	street	17	031	730400	1
Chicago	09A	murder and nonnegligent manslaughter	099XX S STATE ST	street	street	17	031	490700	1
Chicago	09A	murder and nonnegligent manslaughter	100XX S MICHIGAN AVE	gas station	retail	17	031	490800	1
Chicago	09A	murder and nonnegligent manslaughter	101XX S CALUMET AVE	street	street	17	031	490800	1
Chicago	09A	murder and nonnegligent manslaughter	102XX S LOWE AVE	street	street	17	031	730500	1
Chicago	09A	murder and nonnegligent manslaughter	102XX S MAY ST	street	street	17	031	730600	1
Chicago	09A	murder and nonnegligent manslaughter	105XX S YATES AVE	street	street	17	031	838800	1
Chicago	09A	murder and nonnegligent manslaughter	106XX S PRAIRIE AVE	private vehicle	vehicle	17	031	490902	1
Chicago	09A	murder and nonnegligent manslaughter	107XX S EGGLESTON AVE	other open space	open space	17	031	491100	1
Chicago	09A	murder and nonnegligent manslaughter	107XX S WENTWORTH AVE	street	street	17	031	491000	1
Chicago	09A	murder and nonnegligent manslaughter	108XX S MORGAN ST	residence	residence	17	031	750100	1
Chicago	09A	murder and nonnegligent manslaughter	109XX S GREEN BAY AVE	street	street	17	031	520300	1
Chicago	09A	murder and nonnegligent manslaughter	109XX S PARNELL AVE	street	street	17	031	491100	2
Chicago	09A	murder and nonnegligent manslaughter	111XX S HAMLET AVE	private vehicle	vehicle	17	031	750600	1
Chicago	09A	murder and nonnegligent manslaughter	113XX S GREEN ST	residence	residence	17	031	750600	1
Chicago	09A	murder and nonnegligent manslaughter	113XX S PARNELL AVE	residence	residence	17	031	491200	1
Chicago	09A	murder and nonnegligent manslaughter	114XX S PRAIRIE AVE	residence	residence	17	031	491400	1
Chicago	09A	murder and nonnegligent manslaughter	115XX S CHURCH ST	street	street	17	031	750500	1
Chicago	09A	murder and nonnegligent manslaughter	115XX S PERRY AVE	residence	residence	17	031	530200	1
Chicago	09A	murder and nonnegligent manslaughter	117XX S LA SALLE ST	other open space	open space	17	031	530200	1
Chicago	09A	murder and nonnegligent manslaughter	117XX S LA SALLE ST	street	street	17	031	530200	1
Chicago	09A	murder and nonnegligent manslaughter	118XX S STATE ST	street	street	17	031	530200	1
Chicago	09A	murder and nonnegligent manslaughter	119XX S YALE AVE	street	street	17	031	530501	2
Chicago	09A	murder and nonnegligent manslaughter	120XX S MICHIGAN AVE	street	street	17	031	530600	1
Chicago	09A	murder and nonnegligent manslaughter	121XX S BISHOP ST	residence	residence	17	031	530400	1
Chicago	09A	murder and nonnegligent manslaughter	122XX S RACINE AVE	street	street	17	031	530400	1
Chicago	09A	murder and nonnegligent manslaughter	132XX S FORRESTVILLE AVE	street	street	17	031	540102	1
Chicago	09A	murder and nonnegligent manslaughter	132XX S GREENWOOD AVE	private vehicle	vehicle	17	031	540101	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500200	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500400	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500500	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500600	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500700	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	500900	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501100	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501500	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501600	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501700	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	501800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	502000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	503100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	503300	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	503400	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	503500	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	503600	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	503900	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	504100	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	504200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	504300	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	504400	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	504700	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	504900	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	505100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	505200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	505400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	505500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	506100	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	506300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	506800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	507100	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	507200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	507300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	507400	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	507500	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	507800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	508000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	508100	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	510500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	510600	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	511000	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	511200	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	511300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	511400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	511900	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	512100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	512400	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	514100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	515200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	515900	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	516000	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	516100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	516500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	516600	5
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	516700	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	516800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	517200	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	517300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	517500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	518400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	518500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	518800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	520800	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	521100	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	521300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	521500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	522000	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	522300	5
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	522400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	522500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	523300	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	523400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	524100	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	524700	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	525800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	526000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	526200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	526300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	526400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	526500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	527200	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	530400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	530500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	530800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	530900	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	531100	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	531400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	532200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	532400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	533000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	533400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	533900	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	534300	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	534400	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	534700	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	535000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	535200	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	535300	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	535400	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	535500	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	535600	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	536100	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	536200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	536300	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	536400	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	536600	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	536700	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	536900	5
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	537000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	537100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	537300	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	537500	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	537600	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	537700	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	538100	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	538300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	538400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	538600	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	538900	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	539200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	539400	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	539500	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	539600	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	539700	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	540200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	540300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	540700	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	540900	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	541000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	541100	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	541300	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	541400	5
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	541800	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	542100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	542200	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	542400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	542600	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	542700	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	543100	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	543200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	543400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	543600	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	543700	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	543800	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	543900	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	544000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	544100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	544200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	544300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	545100	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	545200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	545300	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	545400	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	545500	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	545600	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	545800	3
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	546000	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	546100	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	546200	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	546300	1
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	546400	2
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	546600	4
Detroit	09A	murder and nonnegligent manslaughter	NA	NA	NA	26	163	546700	2
Detroit	09B	negligent manslaughter	NA	NA	NA	26	163	500300	1
Detroit	09B	negligent manslaughter	NA	NA	NA	26	163	503900	1
Detroit	09B	negligent manslaughter	NA	NA	NA	26	163	504900	1
Detroit	09B	negligent manslaughter	NA	NA	NA	26	163	526500	1
Detroit	09B	negligent manslaughter	NA	NA	NA	26	163	530100	1
Fort Worth	09A	murder and nonnegligent manslaughter	100 LIVE OAK ST	green space	open space	48	439	123200	1
Fort Worth	09A	murder and nonnegligent manslaughter	1000 CANTON DR	other	other	48	439	101302	1
Fort Worth	09A	murder and nonnegligent manslaughter	1400 STAFFORD DR	residence	residence	48	439	106002	1
Fort Worth	09A	murder and nonnegligent manslaughter	1500 ETTA ST	residence	residence	48	439	103601	1
Fort Worth	09A	murder and nonnegligent manslaughter	1600 DORCHESTER ST	residence	residence	48	439	111005	1
Fort Worth	09A	murder and nonnegligent manslaughter	1700 LINCOLN AVE	convenience store	retail	48	439	100800	1
Fort Worth	09A	murder and nonnegligent manslaughter	1700 SAN RAFAEL ST	residence	residence	48	439	111005	1
Fort Worth	09A	murder and nonnegligent manslaughter	1900 MITCHELL BL	entertainment	leisure	48	439	104604	1
Fort Worth	09A	murder and nonnegligent manslaughter	200 PENNSYLVANIA AVE	residence	residence	48	439	123600	1
Fort Worth	09A	murder and nonnegligent manslaughter	2000 DANIEL ST	residence	residence	48	439	103800	1
Fort Worth	09A	murder and nonnegligent manslaughter	2200 NORTHEAST LOOP INTERSTATE 820 820 FREEWAY	vehicle parking	open space	48	439	106002	1
Fort Worth	09A	murder and nonnegligent manslaughter	2300 CHESTER ST	street	street	48	439	123100	1
Fort Worth	09A	murder and nonnegligent manslaughter	2500 PROSPECT AVE	residence	residence	48	439	100300	1
Fort Worth	09A	murder and nonnegligent manslaughter	300 W 5TH ST	bar/club	leisure	48	439	123300	1
Fort Worth	09A	murder and nonnegligent manslaughter	3000 HATCHER ST	vehicle parking	open space	48	439	106201	1
Fort Worth	09A	murder and nonnegligent manslaughter	3200 NW 29TH ST	residence	residence	48	439	100501	1
Fort Worth	09A	murder and nonnegligent manslaughter	3300 PARK LAKE DR	green space	open space	48	439	105703	1
Fort Worth	09A	murder and nonnegligent manslaughter	3500 NORTHEAST LOOP INTERSTATE 820 820 FREEWAY	hotel	hotel	48	439	105006	1
Fort Worth	09A	murder and nonnegligent manslaughter	3600 E BERRY ST	vehicle parking	open space	48	439	104601	1
Fort Worth	09A	murder and nonnegligent manslaughter	3600 OAK TREE CIR	other	other	48	439	105703	1
Fort Worth	09A	murder and nonnegligent manslaughter	3700 HONEYSUCKLE AVE	residence	residence	48	439	100101	1
Fort Worth	09A	murder and nonnegligent manslaughter	3700 RUTHANN DR	residence	residence	48	439	106202	1
Fort Worth	09A	murder and nonnegligent manslaughter	3700 VILLAGE CREEK RD	street	street	48	439	106202	1
Fort Worth	09A	murder and nonnegligent manslaughter	3800 MAURICE AVE	street	street	48	439	101202	1
Fort Worth	09A	murder and nonnegligent manslaughter	400 BEACH ST	green space	open space	48	439	101202	1
Fort Worth	09A	murder and nonnegligent manslaughter	400 HALTOM RD	residence	residence	48	439	101201	1
Fort Worth	09A	murder and nonnegligent manslaughter	4700 NORMA ST	residence	residence	48	439	101403	1
Fort Worth	09A	murder and nonnegligent manslaughter	4900 AVE G	residence	residence	48	439	103601	1
Fort Worth	09A	murder and nonnegligent manslaughter	4900 CALUMET ST	residence	residence	48	439	103601	1
Fort Worth	09A	murder and nonnegligent manslaughter	5000 NORMA ST	residence	residence	48	439	101403	1
Fort Worth	09A	murder and nonnegligent manslaughter	5100 SHACKLEFORD ST	residence	residence	48	439	104603	1
Fort Worth	09A	murder and nonnegligent manslaughter	5300 KUTMAN CT	street	street	48	439	103601	1
Fort Worth	09A	murder and nonnegligent manslaughter	5300 LIBBEY AVE	residence	residence	48	439	102500	1
Fort Worth	09A	murder and nonnegligent manslaughter	5400 SUN VALLEY DR	residence	residence	48	439	106400	1
Fort Worth	09A	murder and nonnegligent manslaughter	5700 BRYANT IRVIN RD	convenience store	retail	48	439	105513	1
Fort Worth	09A	murder and nonnegligent manslaughter	5700 WELLESLEY AVE	vehicle parking	open space	48	439	102500	1
Fort Worth	09A	murder and nonnegligent manslaughter	5700 WILBARGER ST	other	other	48	439	106400	1
Fort Worth	09A	murder and nonnegligent manslaughter	6200 VEL DR	residence	residence	48	439	101302	1
Fort Worth	09A	murder and nonnegligent manslaughter	6600 SOUTH FREEWAY SERVICE ROAD	hotel	hotel	48	439	106001	1
Fort Worth	09A	murder and nonnegligent manslaughter	7400 BEATY ST	residence	residence	48	439	106513	1
Fort Worth	09A	murder and nonnegligent manslaughter	7500 TRIMBLE DR	residence	residence	48	439	106001	1
Fort Worth	09A	murder and nonnegligent manslaughter	800 DONNA ST	residence	residence	48	439	104504	1
Fort Worth	09A	murder and nonnegligent manslaughter	900 ISBELL RD	residence	residence	48	439	100700	1
Fort Worth	09A	murder and nonnegligent manslaughter	9000 BRIAN WAY CIR	vehicle parking	open space	48	439	105204	1
Kansas City	09A	murder and nonnegligent manslaughter	100 NW HARLEM RD	NA	NA	29	047	022100	3
Kansas City	09A	murder and nonnegligent manslaughter	10100 RAYTOWN RD	NA	NA	29	095	014400	2
Kansas City	09A	murder and nonnegligent manslaughter	10500 E 42 ST	NA	NA	29	095	010702	2
Kansas City	09A	murder and nonnegligent manslaughter	1100 LOCUST ST	NA	NA	29	095	015900	28
Kansas City	09A	murder and nonnegligent manslaughter	11300 COLORADO AV	NA	NA	29	095	010204	2
Kansas City	09A	murder and nonnegligent manslaughter	11700 FULLER AV	NA	NA	29	095	013208	3
Kansas City	09A	murder and nonnegligent manslaughter	1200 E 37 ST	NA	NA	29	095	005300	2
Kansas City	09A	murder and nonnegligent manslaughter	1300 HIGHLAND AV	NA	NA	29	095	015400	2
Kansas City	09A	murder and nonnegligent manslaughter	14500 S US 71 HWY WEST FRONTAGE RD	NA	NA	29	095	015700	2
Kansas City	09A	murder and nonnegligent manslaughter	1500 E 77 TE	NA	NA	29	095	009000	3
Kansas City	09A	murder and nonnegligent manslaughter	1600 BROADWAY	NA	NA	29	095	015300	1
Kansas City	09A	murder and nonnegligent manslaughter	1600 BUSHMAN DR	NA	NA	29	095	008000	2
Kansas City	09A	murder and nonnegligent manslaughter	1800 E 59 TE	NA	NA	29	095	008000	2
Kansas City	09A	murder and nonnegligent manslaughter	1800 E 68 TE	NA	NA	29	095	008700	2
Kansas City	09A	murder and nonnegligent manslaughter	1800 E 76 TE	NA	NA	29	095	009000	1
Kansas City	09A	murder and nonnegligent manslaughter	1800 HIGHLAND AV	NA	NA	29	095	016100	2
Kansas City	09A	murder and nonnegligent manslaughter	2200 E 85 ST	NA	NA	29	095	009600	2
Kansas City	09A	murder and nonnegligent manslaughter	2300 HARDESTY AV	NA	NA	29	095	003400	2
Kansas City	09A	murder and nonnegligent manslaughter	2400 GILLHAM RD	NA	NA	29	095	015800	1
Kansas City	09A	murder and nonnegligent manslaughter	2400 HARDESTY AV	NA	NA	29	095	003400	2
Kansas City	09A	murder and nonnegligent manslaughter	2900 MONROE AV	NA	NA	29	095	016500	2
Kansas City	09A	murder and nonnegligent manslaughter	2900 MYRTLE AV	NA	NA	29	095	016500	2
Kansas City	09A	murder and nonnegligent manslaughter	2900 PROSPECT AV	NA	NA	29	095	016600	1
Kansas City	09A	murder and nonnegligent manslaughter	3000 COLLEGE AV	NA	NA	29	095	003800	2
Kansas City	09A	murder and nonnegligent manslaughter	3000 E LINWOOD BL	NA	NA	29	095	005601	2
Kansas City	09A	murder and nonnegligent manslaughter	3200 E 28 ST	NA	NA	29	095	003800	2
Kansas City	09A	murder and nonnegligent manslaughter	3400 INDIANA AV	NA	NA	29	095	005601	1
Kansas City	09A	murder and nonnegligent manslaughter	3400 PARK AV	NA	NA	29	095	005400	5
Kansas City	09A	murder and nonnegligent manslaughter	3500 INDEPENDENCE AV	NA	NA	29	095	000900	2
Kansas City	09A	murder and nonnegligent manslaughter	3700 N ELMWOOD AV	NA	NA	29	047	020602	2
Kansas City	09A	murder and nonnegligent manslaughter	3900 E 31 ST	NA	NA	29	095	016500	2
Kansas City	09A	murder and nonnegligent manslaughter	400 COLORADO AV	NA	NA	29	095	000700	2
Kansas City	09A	murder and nonnegligent manslaughter	400 MAPLE BL	NA	NA	29	095	001000	1
Kansas City	09A	murder and nonnegligent manslaughter	400 N ELMWOOD AV	NA	NA	29	095	000800	2
Kansas City	09A	murder and nonnegligent manslaughter	4000 GARFIELD AV	NA	NA	29	095	016900	2
Kansas City	09A	murder and nonnegligent manslaughter	4000 N OAK TF	NA	NA	29	047	020202	2
Kansas City	09A	murder and nonnegligent manslaughter	4100 AGNES AV	NA	NA	29	095	006100	2
Kansas City	09A	murder and nonnegligent manslaughter	4300 BELLEVIEW AV	NA	NA	29	095	007100	2
Kansas City	09A	murder and nonnegligent manslaughter	4300 E 25 ST	NA	NA	29	095	003400	2
Kansas City	09A	murder and nonnegligent manslaughter	4400 ASKEW AV	NA	NA	29	095	006000	2
Kansas City	09A	murder and nonnegligent manslaughter	4500 E 27 ST	NA	NA	29	095	003400	2
Kansas City	09A	murder and nonnegligent manslaughter	4500 SOUTH BENTON AV	NA	NA	29	095	006100	2
Kansas City	09A	murder and nonnegligent manslaughter	4500 VIRGINIA AV	NA	NA	29	095	006300	2
Kansas City	09A	murder and nonnegligent manslaughter	4800 INDEPENDENCE AV	NA	NA	29	095	000700	3
Kansas City	09A	murder and nonnegligent manslaughter	500 N HARDESTY AV	NA	NA	29	095	000700	2
Kansas City	09A	murder and nonnegligent manslaughter	5000 E 24 ST	NA	NA	29	095	003400	1
Kansas City	09A	murder and nonnegligent manslaughter	5100 NW LINDEN RD	NA	NA	29	165	030207	3
Kansas City	09A	murder and nonnegligent manslaughter	5100 RINKER RD	NA	NA	29	095	010500	2
Kansas City	09A	murder and nonnegligent manslaughter	5200 ST JOHN AV	NA	NA	29	095	000700	2
Kansas City	09A	murder and nonnegligent manslaughter	5300 NE 56 PL	NA	NA	29	047	020902	2
Kansas City	09A	murder and nonnegligent manslaughter	5600 E 84 TE	NA	NA	29	095	017200	2
Kansas City	09A	murder and nonnegligent manslaughter	5700 E 96 PL	NA	NA	29	095	013003	3
Kansas City	09A	murder and nonnegligent manslaughter	5700 TROOST AV	NA	NA	29	095	008200	1
Kansas City	09A	murder and nonnegligent manslaughter	5900 E 84 ST	NA	NA	29	095	017200	12
Kansas City	09A	murder and nonnegligent manslaughter	600 ELMWOOD AV	NA	NA	29	095	001900	2
Kansas City	09A	murder and nonnegligent manslaughter	6600 MONROE AV	NA	NA	29	095	008800	2
Kansas City	09A	murder and nonnegligent manslaughter	6700 WALROND AV	NA	NA	29	095	008800	2
Kansas City	09A	murder and nonnegligent manslaughter	7000 LONGVIEW RD	NA	NA	29	095	013203	2
Kansas City	09A	murder and nonnegligent manslaughter	7100 LONGVIEW RD	NA	NA	29	095	013203	1
Kansas City	09A	murder and nonnegligent manslaughter	7400 LYDIA AV	NA	NA	29	095	009000	2
Kansas City	09A	murder and nonnegligent manslaughter	800 INDIANA AV	NA	NA	29	095	001800	2
Kansas City	09A	murder and nonnegligent manslaughter	800 OLIVE ST	NA	NA	29	095	015400	7
Kansas City	09A	murder and nonnegligent manslaughter	8100 BLUE RIDGE BL	NA	NA	29	095	017200	6
Kansas City	09A	murder and nonnegligent manslaughter	8100 HICKMAN MILLS DR	NA	NA	29	095	009600	2
Kansas City	09A	murder and nonnegligent manslaughter	8200 TROOST AV	NA	NA	29	095	009400	1
Kansas City	09A	murder and nonnegligent manslaughter	8300 HILLCREST RD	NA	NA	29	095	017200	2
Kansas City	09A	murder and nonnegligent manslaughter	900 SPRUCE AV	NA	NA	29	095	001900	1
Kansas City	09A	murder and nonnegligent manslaughter	9100 E 39 ST	NA	NA	29	095	017000	3
Kansas City	09A	murder and nonnegligent manslaughter	E 10 ST and MONROE AV	NA	NA	29	095	016000	2
Kansas City	09A	murder and nonnegligent manslaughter	E 107 ST and SKILES AV	NA	NA	29	095	007700	1
Kansas City	09A	murder and nonnegligent manslaughter	E 16 ST and GRAND AV	NA	NA	29	095	015900	1
Kansas City	09A	murder and nonnegligent manslaughter	E 25 ST and HARRISON ST	NA	NA	29	095	015800	1
Kansas City	09A	murder and nonnegligent manslaughter	E 37 ST and ELMWOOD AV	NA	NA	29	095	003800	2
Kansas City	09A	murder and nonnegligent manslaughter	E 38 ST and KENSINGTON AV	NA	NA	29	095	003800	2
Kansas City	09A	murder and nonnegligent manslaughter	E 41 ST and PROSPECT AV	NA	NA	29	095	015700	2
Kansas City	09A	murder and nonnegligent manslaughter	E 46 TE and CLEVELAND AV	NA	NA	29	095	007700	2
Kansas City	09A	murder and nonnegligent manslaughter	E 57 ST and OAK ST	NA	NA	29	095	015700	2
Kansas City	09A	murder and nonnegligent manslaughter	E 6 ST and MYRTLE AV	NA	NA	29	095	001000	1
Kansas City	09A	murder and nonnegligent manslaughter	E 62 ST and AGNES AV	NA	NA	29	095	007700	2
Kansas City	09A	murder and nonnegligent manslaughter	E 73 ST and WABASH AV	NA	NA	29	095	008800	2
Kansas City	09A	murder and nonnegligent manslaughter	INDEPENDENCE AV and SPRUCE AV	NA	NA	29	095	000800	2
Kansas City	09B	negligent manslaughter	3500 INDEPENDENCE AV	NA	NA	29	095	000900	2
Los Angeles	09A	murder and nonnegligent manslaughter	100 E 50TH ST	street	street	6	037	231900	2
Los Angeles	09A	murder and nonnegligent manslaughter	100 E 7TH ST	other commercial	commercial	6	037	207301	1
Los Angeles	09A	murder and nonnegligent manslaughter	100 E C ST	hotel	hotel	6	037	294830	1
Los Angeles	09A	murder and nonnegligent manslaughter	100 E CENTURY BL	street	street	6	037	240500	2
Los Angeles	09A	murder and nonnegligent manslaughter	100 E FLORENCE AV	street	street	6	037	239320	1
Los Angeles	09A	murder and nonnegligent manslaughter	100 S HOOVER ST	residence	residence	6	037	211121	1
Los Angeles	09A	murder and nonnegligent manslaughter	100 W 79TH ST	street	street	6	037	239601	1
Los Angeles	09A	murder and nonnegligent manslaughter	100 W 84TH ST	street	street	6	037	239702	1
Los Angeles	09A	murder and nonnegligent manslaughter	1000 EUBANK AV	other open space	open space	6	037	294610	1
Los Angeles	09A	murder and nonnegligent manslaughter	1000 W 77TH ST	street	street	6	037	237800	1
Los Angeles	09A	murder and nonnegligent manslaughter	10000 S BROADWAY	street	street	6	037	240500	2
Los Angeles	09A	murder and nonnegligent manslaughter	10300 DE SOTO AV	other open space	open space	6	037	113321	2
Los Angeles	09A	murder and nonnegligent manslaughter	10300 WOODBINE ST	street	street	6	037	269907	2
Los Angeles	09A	murder and nonnegligent manslaughter	10400 S BROADWAY	residence	residence	6	037	241120	1
Los Angeles	09A	murder and nonnegligent manslaughter	105TH ST	street	street	6	037	240800	1
Los Angeles	09A	murder and nonnegligent manslaughter	10900 ROEBLING AV	residence	residence	6	037	265305	2
Los Angeles	09A	murder and nonnegligent manslaughter	1100 E 32ND ST	street	street	6	037	227020	2
Los Angeles	09A	murder and nonnegligent manslaughter	1100 E 52ND ST	street	street	6	037	229200	3
Los Angeles	09A	murder and nonnegligent manslaughter	1100 W 253RD ST	street	street	6	037	294421	1
Los Angeles	09A	murder and nonnegligent manslaughter	1100 W 65TH PL	street	street	6	037	237401	1
Los Angeles	09A	murder and nonnegligent manslaughter	11100 RUNNYMEDE ST	residence	residence	6	037	123010	1
Los Angeles	09A	murder and nonnegligent manslaughter	11200 S FIGUEROA ST	street	street	6	037	241202	1
Los Angeles	09A	murder and nonnegligent manslaughter	11200 ZAMORA AV	other open space	open space	6	037	242600	1
Los Angeles	09A	murder and nonnegligent manslaughter	11300 ACALA AV	street	street	6	037	109500	3
Los Angeles	09A	murder and nonnegligent manslaughter	11300 SATICOY ST	residence	residence	6	037	122120	1
Los Angeles	09A	murder and nonnegligent manslaughter	11500 SPROULE AV	street	street	6	037	104203	2
Los Angeles	09A	murder and nonnegligent manslaughter	11900 CANTARA ST	street	street	6	037	121802	3
Los Angeles	09A	murder and nonnegligent manslaughter	1200 E 106TH ST	other open space	open space	6	037	242000	1
Los Angeles	09A	murder and nonnegligent manslaughter	1200 E 33RD ST	residence	residence	6	037	227020	2
Los Angeles	09A	murder and nonnegligent manslaughter	1200 E 45TH ST	street	street	6	037	228710	2
Los Angeles	09A	murder and nonnegligent manslaughter	12300 MONTERO AV	street	street	6	037	106112	2
Los Angeles	09A	murder and nonnegligent manslaughter	12300 SYLVAN ST	street	street	6	037	123800	1
Los Angeles	09A	murder and nonnegligent manslaughter	12400 LANDALE ST	residence	residence	6	037	143400	1
Los Angeles	09A	murder and nonnegligent manslaughter	12600 PIERCE ST	street	street	6	037	104701	3
Los Angeles	09A	murder and nonnegligent manslaughter	12600 S FIGUEROA ST	other open space	open space	6	037	291110	1
Los Angeles	09A	murder and nonnegligent manslaughter	12700 OSBORNE ST	vehicle parking	open space	6	037	104810	2
Los Angeles	09A	murder and nonnegligent manslaughter	1300 ALLESANDRO ST	commercial vehicle	vehicle	6	037	195600	1
Los Angeles	09A	murder and nonnegligent manslaughter	1300 E IMPERIAL HY	other open space	open space	6	037	242600	1
Los Angeles	09A	murder and nonnegligent manslaughter	1300 S DUNSMUIR AV	residence	residence	6	037	217100	2
Los Angeles	09A	murder and nonnegligent manslaughter	1300 S FIGUEROA ST	residence	residence	6	037	207710	1
Los Angeles	09A	murder and nonnegligent manslaughter	13500 BROWNELL ST	other open space	open space	6	037	104310	2
Los Angeles	09A	murder and nonnegligent manslaughter	13600 GAVINA AV	residence	residence	6	037	106111	1
Los Angeles	09A	murder and nonnegligent manslaughter	13600 PINNEY ST	street	street	6	037	104404	2
Los Angeles	09A	murder and nonnegligent manslaughter	13700 FOOTHILL BL	vehicle parking	open space	6	037	106114	1
Los Angeles	09A	murder and nonnegligent manslaughter	13900 FOOTHILL BL	residence	residence	6	037	106020	1
Los Angeles	09A	murder and nonnegligent manslaughter	1400 ABBOT KINNEY BL	street	street	6	037	273600	2
Los Angeles	09A	murder and nonnegligent manslaughter	1400 E 21ST ST	street	street	6	037	227010	2
Los Angeles	09A	murder and nonnegligent manslaughter	1400 E 22ND ST	street	street	6	037	227010	2
Los Angeles	09A	murder and nonnegligent manslaughter	1400 E IMPERIAL HY	street	street	6	037	242600	1
Los Angeles	09A	murder and nonnegligent manslaughter	1400 S WESTERN AV	bar/club	leisure	6	037	221303	2
Los Angeles	09A	murder and nonnegligent manslaughter	1400 W 11TH ST	street	street	6	037	210010	1
Los Angeles	09A	murder and nonnegligent manslaughter	14000 ASTORIA ST	residence	residence	6	037	106408	2
Los Angeles	09A	murder and nonnegligent manslaughter	14100 GILMORE ST	residence	residence	6	037	128102	2
Los Angeles	09A	murder and nonnegligent manslaughter	14500 KESWICK ST	factory/warehouse	commercial	6	037	127210	2
Los Angeles	09A	murder and nonnegligent manslaughter	14500 SATICOY ST	street	street	6	037	127210	2
Los Angeles	09A	murder and nonnegligent manslaughter	14600 CABRITO RD	street	street	6	037	127520	1
Los Angeles	09A	murder and nonnegligent manslaughter	14600 SATICOY ST	residence	residence	6	037	127210	1
Los Angeles	09A	murder and nonnegligent manslaughter	1500 COURTLAND AV	street	street	6	037	224310	1
Los Angeles	09A	murder and nonnegligent manslaughter	1500 W 36TH PL	street	street	6	037	222500	2
Los Angeles	09A	murder and nonnegligent manslaughter	1500 W 52ND ST	street	street	6	037	232300	1
Los Angeles	09A	murder and nonnegligent manslaughter	1500 W 53RD ST	residence	residence	6	037	232600	1
Los Angeles	09A	murder and nonnegligent manslaughter	1500 W 83RD ST	residence	residence	6	037	238200	1
Los Angeles	09A	murder and nonnegligent manslaughter	1500 W VERNON AV	street	street	6	037	232200	1
Los Angeles	09A	murder and nonnegligent manslaughter	15200 STAGG ST	vehicle parking	open space	6	037	127210	1
Los Angeles	09A	murder and nonnegligent manslaughter	15400 COBALT ST	street	street	6	037	106520	1
Los Angeles	09A	murder and nonnegligent manslaughter	15400 RAYEN ST	vehicle parking	open space	6	037	117405	2
Los Angeles	09A	murder and nonnegligent manslaughter	15700 ROSCOE BL	residence	residence	6	037	117404	1
Los Angeles	09A	murder and nonnegligent manslaughter	1600 N CAHUENGA BL	street	street	6	037	190700	2
Los Angeles	09A	murder and nonnegligent manslaughter	1600 W 54TH ST	residence	residence	6	037	232500	1
Los Angeles	09A	murder and nonnegligent manslaughter	1600 W 65TH PL	street	street	6	037	237300	1
Los Angeles	09A	murder and nonnegligent manslaughter	16400 GILMORE ST	residence	residence	6	037	132101	2
Los Angeles	09A	murder and nonnegligent manslaughter	16900 NAPA ST	street	street	6	037	117302	2
Los Angeles	09A	murder and nonnegligent manslaughter	16TH	street	street	6	037	224010	1
Los Angeles	09A	murder and nonnegligent manslaughter	1700 N CHEROKEE AV	vehicle parking	open space	6	037	190202	2
Los Angeles	09A	murder and nonnegligent manslaughter	1700 N MC CADDEN PL	bar/club	leisure	6	037	190202	2
Los Angeles	09A	murder and nonnegligent manslaughter	1700 N VERMONT AV	street	street	6	037	189201	2
Los Angeles	09A	murder and nonnegligent manslaughter	1700 S HOBART BL	residence	residence	6	037	221302	2
Los Angeles	09A	murder and nonnegligent manslaughter	1700 S LONGWOOD AV	street	street	6	037	218210	2
Los Angeles	09A	murder and nonnegligent manslaughter	1700 W FLORENCE AV	street	street	6	037	237300	2
Los Angeles	09A	murder and nonnegligent manslaughter	1700 W VERNON AV	street	street	6	037	231500	1
Los Angeles	09A	murder and nonnegligent manslaughter	1800 ECHO PARK AV	street	street	6	037	197420	2
Los Angeles	09A	murder and nonnegligent manslaughter	1800 S LONGWOOD AV	street	street	6	037	218210	2
Los Angeles	09A	murder and nonnegligent manslaughter	1800 W 5TH ST	residence	residence	6	037	208904	2
Los Angeles	09A	murder and nonnegligent manslaughter	18000 VICTORY BL	residence	residence	6	037	132700	2
Los Angeles	09A	murder and nonnegligent manslaughter	1900 E 103RD ST	street	street	6	037	242700	2
Los Angeles	09A	murder and nonnegligent manslaughter	1900 W 85TH ST	street	street	6	037	238100	2
Los Angeles	09A	murder and nonnegligent manslaughter	200 E 105TH ST	street	street	6	037	241110	1
Los Angeles	09A	murder and nonnegligent manslaughter	200 E 120TH ST	residence	residence	6	037	241400	1
Los Angeles	09A	murder and nonnegligent manslaughter	200 E GAGE AV	street	street	6	037	239202	2
Los Angeles	09A	murder and nonnegligent manslaughter	200 S BONNIE BRAE ST	residence	residence	6	037	208401	2
Los Angeles	09A	murder and nonnegligent manslaughter	200 W 65TH ST	street	street	6	037	239310	2
Los Angeles	09A	murder and nonnegligent manslaughter	2000 W 64TH ST	residence	residence	6	037	237300	1
Los Angeles	09A	murder and nonnegligent manslaughter	20300 CANTARA ST	residence	residence	6	037	134103	1
Los Angeles	09A	murder and nonnegligent manslaughter	20500 VENTURA BL	residence	residence	6	037	137501	1
Los Angeles	09A	murder and nonnegligent manslaughter	20TH ST	street	street	6	037	297202	1
Los Angeles	09A	murder and nonnegligent manslaughter	2100 E 102ND ST	street	street	6	037	242100	1
Los Angeles	09A	murder and nonnegligent manslaughter	2100 E 115TH ST	street	street	6	037	243100	1
Los Angeles	09A	murder and nonnegligent manslaughter	2100 SHERIDAN ST	residence	residence	6	037	203600	1
Los Angeles	09A	murder and nonnegligent manslaughter	2100 W CENTURY BL	other	other	6	037	238000	1
Los Angeles	09A	murder and nonnegligent manslaughter	2300 W 54TH ST	residence	residence	6	037	234600	1
Los Angeles	09A	murder and nonnegligent manslaughter	2400 W 62ND ST	street	street	6	037	234800	2
Los Angeles	09A	murder and nonnegligent manslaughter	2500 EASTLAKE AV	street	street	6	037	199201	2
Los Angeles	09A	murder and nonnegligent manslaughter	2500 S VERMONT AV	restaurant	leisure	6	037	221601	2
Los Angeles	09A	murder and nonnegligent manslaughter	25900 S WESTERN AV	street	street	6	037	293307	1
Los Angeles	09A	murder and nonnegligent manslaughter	2600 S BRONSON AV	street	street	6	037	218702	2
Los Angeles	09A	murder and nonnegligent manslaughter	2700 W JEFFERSON BL	street	street	6	037	219010	1
Los Angeles	09A	murder and nonnegligent manslaughter	2800 CRENSHAW BL	other retail	retail	6	037	220000	1
Los Angeles	09A	murder and nonnegligent manslaughter	2800 W 6TH ST	street	street	6	037	211120	2
Los Angeles	09A	murder and nonnegligent manslaughter	2900 N BROADWAY	street	street	6	037	199201	2
Los Angeles	09A	murder and nonnegligent manslaughter	2900 VINEYARD AV	residence	residence	6	037	219700	1
Los Angeles	09A	murder and nonnegligent manslaughter	300 DOUGLAS ST	street	street	6	037	208000	1
Los Angeles	09A	murder and nonnegligent manslaughter	300 E 32ND ST	street	street	6	037	224600	4
Los Angeles	09A	murder and nonnegligent manslaughter	300 E 5TH ST	street	street	6	037	206200	1
Los Angeles	09A	murder and nonnegligent manslaughter	300 N MAIN ST	street	street	6	037	207400	1
Los Angeles	09A	murder and nonnegligent manslaughter	300 OCEAN FRONT WK	street	street	6	037	273402	2
Los Angeles	09A	murder and nonnegligent manslaughter	300 W 13TH ST	street	street	6	037	297110	2
Los Angeles	09A	murder and nonnegligent manslaughter	300 W 56TH ST	residence	residence	6	037	232800	2
Los Angeles	09A	murder and nonnegligent manslaughter	300 W 74TH ST	street	street	6	037	239601	1
Los Angeles	09A	murder and nonnegligent manslaughter	300 W 87TH ST	street	street	6	037	240200	1
Los Angeles	09A	murder and nonnegligent manslaughter	300 W ANAHEIM ST	vehicle parking	open space	6	037	294820	1
Los Angeles	09A	murder and nonnegligent manslaughter	300 W FLORENCE AV	other commercial	commercial	6	037	239310	1
Los Angeles	09A	murder and nonnegligent manslaughter	3000 LEEWARD AV	street	street	6	037	212203	3
Los Angeles	09A	murder and nonnegligent manslaughter	3000 W 7TH ST	vehicle parking	open space	6	037	212203	2
Los Angeles	09A	murder and nonnegligent manslaughter	3100 S CANFIELD AV	residence	residence	6	037	269800	2
Los Angeles	09A	murder and nonnegligent manslaughter	3200 ISABEL DR	residence	residence	6	037	185203	2
Los Angeles	09A	murder and nonnegligent manslaughter	3300 MENTONE AV	residence	residence	6	037	269904	2
Los Angeles	09A	murder and nonnegligent manslaughter	3300 W FLORENCE AV	vehicle parking	open space	6	037	235202	1
Los Angeles	09A	murder and nonnegligent manslaughter	3500 W 41ST ST	street	street	6	037	234300	1
Los Angeles	09A	murder and nonnegligent manslaughter	3700 N MISSION RD	green space	open space	6	037	199120	2
Los Angeles	09A	murder and nonnegligent manslaughter	3800 POTOMAC AV	residence	residence	6	037	236204	1
Los Angeles	09A	murder and nonnegligent manslaughter	3900 3RD AV	street	street	6	037	234000	1
Los Angeles	09A	murder and nonnegligent manslaughter	3900 ALLA RD	residence	residence	6	037	273800	2
Los Angeles	09A	murder and nonnegligent manslaughter	3900 GIBRALTAR AV	street	street	6	037	236202	1
Los Angeles	09A	murder and nonnegligent manslaughter	3900 W 8TH ST	street	street	6	037	212610	2
Los Angeles	09A	murder and nonnegligent manslaughter	3900 WILSHIRE BL	vehicle parking	open space	6	037	211701	2
Los Angeles	09A	murder and nonnegligent manslaughter	400 E 42ND PL	street	street	6	037	228320	2
Los Angeles	09A	murder and nonnegligent manslaughter	400 E 65TH ST	street	street	6	037	239330	2
Los Angeles	09A	murder and nonnegligent manslaughter	400 WITMER ST	street	street	6	037	209103	1
Los Angeles	09A	murder and nonnegligent manslaughter	4000 URSULA AV	residence	residence	6	037	236202	1
Los Angeles	09A	murder and nonnegligent manslaughter	4000 WILSHIRE BL	bus	transportation	6	037	211701	1
Los Angeles	09A	murder and nonnegligent manslaughter	4100 WILLIMET AV	residence	residence	6	037	188100	1
Los Angeles	09A	murder and nonnegligent manslaughter	41ST PL	street	street	6	037	231800	2
Los Angeles	09A	murder and nonnegligent manslaughter	4200 MONTEREY RD	green space	open space	6	037	201301	3
Los Angeles	09A	murder and nonnegligent manslaughter	4200 WALL ST	street	street	6	037	228420	2
Los Angeles	09A	murder and nonnegligent manslaughter	4300 LIMA ST	street	street	6	037	228100	2
Los Angeles	09A	murder and nonnegligent manslaughter	4300 S WESTERN AV	street	street	6	037	231500	1
Los Angeles	09A	murder and nonnegligent manslaughter	4300 W ADAMS BL	street	street	6	037	218702	1
Los Angeles	09A	murder and nonnegligent manslaughter	4400 MERCURY AV	street	street	6	037	201301	2
Los Angeles	09A	murder and nonnegligent manslaughter	4700 N FIGUEROA ST	green space	open space	6	037	185100	1
Los Angeles	09A	murder and nonnegligent manslaughter	4700 S GRAND AV	residence	residence	6	037	231900	2
Los Angeles	09A	murder and nonnegligent manslaughter	4800 MARIONWOOD DR	residence	residence	6	037	275500	2
Los Angeles	09A	murder and nonnegligent manslaughter	4900 W ADAMS BL	street	street	6	037	219700	1
Los Angeles	09A	murder and nonnegligent manslaughter	500 E 5TH ST	street	street	6	037	206300	1
Los Angeles	09A	murder and nonnegligent manslaughter	500 S FLOWER ST	vehicle parking	open space	6	037	207502	1
Los Angeles	09A	murder and nonnegligent manslaughter	500 SAN JULIAN ST	NA	NA	6	037	206200	1
Los Angeles	09A	murder and nonnegligent manslaughter	500 W 94TH ST	street	street	6	037	240401	1
Los Angeles	09A	murder and nonnegligent manslaughter	500 W COLDEN AV	street	street	6	037	240401	2
Los Angeles	09A	murder and nonnegligent manslaughter	5000 RAPHAEL ST	street	street	6	037	183510	1
Los Angeles	09A	murder and nonnegligent manslaughter	52ND ST	street	street	6	037	232400	1
Los Angeles	09A	murder and nonnegligent manslaughter	5300 COMPTON AV	green space	open space	6	037	229100	2
Los Angeles	09A	murder and nonnegligent manslaughter	5300 S BUDLONG AV	street	street	6	037	232600	1
Los Angeles	09A	murder and nonnegligent manslaughter	5400 HOLMES AV	street	street	6	037	228900	2
Los Angeles	09A	murder and nonnegligent manslaughter	5500 GEER AV	residence	residence	6	037	219901	1
Los Angeles	09A	murder and nonnegligent manslaughter	5700 W MANCHESTER BL	vehicle parking	open space	6	037	277100	2
Los Angeles	09A	murder and nonnegligent manslaughter	5800 8TH AV	street	street	6	037	234600	2
Los Angeles	09A	murder and nonnegligent manslaughter	59TH ST	street	street	6	037	234700	2
Los Angeles	09A	murder and nonnegligent manslaughter	600 E 83RD ST	street	street	6	037	239802	1
Los Angeles	09A	murder and nonnegligent manslaughter	600 E 97TH ST	street	street	6	037	240600	2
Los Angeles	09A	murder and nonnegligent manslaughter	600 E MARTIN LUTHER KING JR BL	residence	residence	6	037	228310	2
Los Angeles	09A	murder and nonnegligent manslaughter	600 N ALEXANDRIA AV	street	street	6	037	192610	2
Los Angeles	09A	murder and nonnegligent manslaughter	600 S LAFAYETTE PARK PL	green space	open space	6	037	211120	2
Los Angeles	09A	murder and nonnegligent manslaughter	600 W 57TH ST	residence	residence	6	037	232700	1
Los Angeles	09A	murder and nonnegligent manslaughter	600 W 70TH ST	street	street	6	037	237600	1
Los Angeles	09A	murder and nonnegligent manslaughter	600 W 74TH ST	residence	residence	6	037	237710	1
Los Angeles	09A	murder and nonnegligent manslaughter	600 W AVENUE 27	street	street	6	037	185320	2
Los Angeles	09A	murder and nonnegligent manslaughter	600 W CENTURY BL	vehicle parking	open space	6	037	240402	1
Los Angeles	09A	murder and nonnegligent manslaughter	600 WALL ST	street	street	6	037	206300	1
Los Angeles	09A	murder and nonnegligent manslaughter	6000 KESTER AV	street	street	6	037	128400	1
Los Angeles	09A	murder and nonnegligent manslaughter	6000 N FIGUEROA ST	street	street	6	037	183620	2
Los Angeles	09A	murder and nonnegligent manslaughter	6000 YORK BL	residence	residence	6	037	183220	2
Los Angeles	09A	murder and nonnegligent manslaughter	6200 RESEDA BL	residence	residence	6	037	133100	2
Los Angeles	09A	murder and nonnegligent manslaughter	6400 FULTON AV	residence	residence	6	037	123520	1
Los Angeles	09A	murder and nonnegligent manslaughter	6400 LAUREL CANYON BL	auto dealer	retail	6	037	123901	1
Los Angeles	09A	murder and nonnegligent manslaughter	6500 S VICTORIA AV	other open space	open space	6	037	234902	1
Los Angeles	09A	murder and nonnegligent manslaughter	6600 KESTER AV	street	street	6	037	127805	1
Los Angeles	09A	murder and nonnegligent manslaughter	6600 MADDEN AV	street	street	6	037	234800	1
Los Angeles	09A	murder and nonnegligent manslaughter	6700 5TH AV	street	street	6	037	234800	1
Los Angeles	09A	murder and nonnegligent manslaughter	6700 HOLLYWOOD BL	street	street	6	037	190202	2
Los Angeles	09A	murder and nonnegligent manslaughter	6700 LELAND WY	street	street	6	037	190700	2
Los Angeles	09A	murder and nonnegligent manslaughter	6700 W SUNSET BL	street	street	6	037	190700	2
Los Angeles	09A	murder and nonnegligent manslaughter	6800 DENKER AV	street	street	6	037	237402	1
Los Angeles	09A	murder and nonnegligent manslaughter	6900 CAMROSE DR	street	street	6	037	189702	2
Los Angeles	09A	murder and nonnegligent manslaughter	700 CORNWELL ST	street	street	6	037	203600	2
Los Angeles	09A	murder and nonnegligent manslaughter	700 E 47TH ST	street	street	6	037	228600	2
Los Angeles	09A	murder and nonnegligent manslaughter	700 E 80TH ST	street	street	6	037	239801	2
Los Angeles	09A	murder and nonnegligent manslaughter	700 GULF AV	street	street	6	037	294810	1
Los Angeles	09A	murder and nonnegligent manslaughter	700 W 115TH ST	street	street	6	037	241202	1
Los Angeles	09A	murder and nonnegligent manslaughter	700 W 79TH ST	residence	residence	6	037	238310	1
Los Angeles	09A	murder and nonnegligent manslaughter	700 W 82ND ST	street	street	6	037	238310	1
Los Angeles	09A	murder and nonnegligent manslaughter	700 W CESAR E CHAVEZ AV	vehicle parking	open space	6	037	207101	1
Los Angeles	09A	murder and nonnegligent manslaughter	7200 ETON AV	street	street	6	037	134520	1
Los Angeles	09A	murder and nonnegligent manslaughter	7200 S BROADWAY	street	street	6	037	239310	2
Los Angeles	09A	murder and nonnegligent manslaughter	7400 BELLAIRE AV	street	street	6	037	121600	1
Los Angeles	09A	murder and nonnegligent manslaughter	76TH ST	street	street	6	037	237710	1
Los Angeles	09A	murder and nonnegligent manslaughter	7900 KESTER AV	vehicle parking	open space	6	037	120020	2
Los Angeles	09A	murder and nonnegligent manslaughter	7900 S NORMANDIE AV	street	street	6	037	237800	2
Los Angeles	09A	murder and nonnegligent manslaughter	800 E 51ST ST	street	street	6	037	229200	2
Los Angeles	09A	murder and nonnegligent manslaughter	800 FLINT AV	residence	residence	6	037	294701	1
Los Angeles	09A	murder and nonnegligent manslaughter	800 N VIRGIL AV	street	street	6	037	191410	2
Los Angeles	09A	murder and nonnegligent manslaughter	800 W 101ST ST	residence	residence	6	037	240402	1
Los Angeles	09A	murder and nonnegligent manslaughter	800 W 11TH ST	residence	residence	6	037	296902	1
Los Angeles	09A	murder and nonnegligent manslaughter	800 W 56TH ST	street	street	6	037	232700	1
Los Angeles	09A	murder and nonnegligent manslaughter	800 W 65TH ST	residence	residence	6	037	237600	1
Los Angeles	09A	murder and nonnegligent manslaughter	81ST ST	commercial vehicle	vehicle	6	037	238310	2
Los Angeles	09A	murder and nonnegligent manslaughter	8200 NOBLE AV	street	street	6	037	120010	2
Los Angeles	09A	murder and nonnegligent manslaughter	8200 S BROADWAY	street	street	6	037	238310	1
Los Angeles	09A	murder and nonnegligent manslaughter	8300 S MAIN ST	street	street	6	037	239702	1
Los Angeles	09A	murder and nonnegligent manslaughter	8300 S SAN PEDRO ST	residence	residence	6	037	239702	3
Los Angeles	09A	murder and nonnegligent manslaughter	8400 S BROADWAY	street	street	6	037	238320	1
Los Angeles	09A	murder and nonnegligent manslaughter	8400 S MAIN ST	street	street	6	037	239702	1
Los Angeles	09A	murder and nonnegligent manslaughter	8500 COLUMBUS AV	residence	residence	6	037	117530	1
Los Angeles	09A	murder and nonnegligent manslaughter	8700 N SEPULVEDA BL	residence	residence	6	037	117408	2
Los Angeles	09A	murder and nonnegligent manslaughter	8700 WOODMAN AV	street	street	6	037	119800	2
Los Angeles	09A	murder and nonnegligent manslaughter	8800 S CENTRAL AV	street	street	6	037	240010	1
Los Angeles	09A	murder and nonnegligent manslaughter	8800 S CENTRAL AV	street	street	6	037	240020	1
Los Angeles	09A	murder and nonnegligent manslaughter	8900 S CENTRAL AV	street	street	6	037	240020	1
Los Angeles	09A	murder and nonnegligent manslaughter	900 E 120TH ST	residence	residence	6	037	241002	1
Los Angeles	09A	murder and nonnegligent manslaughter	900 E 7TH ST	residence	residence	6	037	206300	1
Los Angeles	09A	murder and nonnegligent manslaughter	900 N WESTERN AV	vehicle parking	open space	6	037	191720	2
Los Angeles	09A	murder and nonnegligent manslaughter	900 S VICTORIA AV	street	street	6	037	212702	2
Los Angeles	09A	murder and nonnegligent manslaughter	900 W 41ST ST	street	street	6	037	231710	1
Los Angeles	09A	murder and nonnegligent manslaughter	900 W 65TH ST	street	street	6	037	237500	1
Los Angeles	09A	murder and nonnegligent manslaughter	900 W 68TH ST	street	street	6	037	237500	1
Los Angeles	09A	murder and nonnegligent manslaughter	9000 S BROADWAY	street	street	6	037	240200	1
Los Angeles	09A	murder and nonnegligent manslaughter	9100 DE GARMO AV	other	other	6	037	121102	2
Los Angeles	09A	murder and nonnegligent manslaughter	9100 SEPULVEDA BL	street	street	6	037	117405	1
Los Angeles	09A	murder and nonnegligent manslaughter	9100 VAN NUYS BL	street	street	6	037	119320	2
Los Angeles	09A	murder and nonnegligent manslaughter	91ST	street	street	6	037	240020	1
Los Angeles	09A	murder and nonnegligent manslaughter	9200 S HOOVER ST	residence	residence	6	037	240401	1
Los Angeles	09A	murder and nonnegligent manslaughter	9300 PALI AV	residence	residence	6	037	101300	2
Los Angeles	09A	murder and nonnegligent manslaughter	9300 S CENTRAL AV	street	street	6	037	240700	2
Los Angeles	09A	murder and nonnegligent manslaughter	9300 S MAIN ST	residence	residence	6	037	240500	1
Los Angeles	09A	murder and nonnegligent manslaughter	9500 VAN NUYS BL	street	street	6	037	119310	2
Los Angeles	09A	murder and nonnegligent manslaughter	9900 S HOOVER ST	gas station	commercial	6	037	240402	1
Los Angeles	09A	murder and nonnegligent manslaughter	ALVARADO ST	street	street	6	037	195710	2
Los Angeles	09A	murder and nonnegligent manslaughter	AVENUE 59	street	street	6	037	183610	2
Los Angeles	09A	murder and nonnegligent manslaughter	BALBOA BL	green space	open space	6	037	139001	1
Los Angeles	09A	murder and nonnegligent manslaughter	BARRANCA ST	street	street	6	037	199000	2
Los Angeles	09A	murder and nonnegligent manslaughter	BROADWAY	street	street	6	037	229200	2
Los Angeles	09A	murder and nonnegligent manslaughter	BUDLONG AV	street	street	6	037	237401	2
Los Angeles	09A	murder and nonnegligent manslaughter	ECHO PARK AV	street	street	6	037	197410	1
Los Angeles	09A	murder and nonnegligent manslaughter	FIGUEROA ST	street	street	6	037	237720	1
Los Angeles	09A	murder and nonnegligent manslaughter	FORTUNA ST	street	street	6	037	228900	2
Los Angeles	09A	murder and nonnegligent manslaughter	HARBOR FY	street	street	6	037	232120	1
Los Angeles	09A	murder and nonnegligent manslaughter	ITHACA AV	street	street	6	037	201602	2
Los Angeles	09A	murder and nonnegligent manslaughter	JEFFERSON BL	commercial vehicle	vehicle	6	037	275603	2
Los Angeles	09A	murder and nonnegligent manslaughter	KITTRIDGE ST	residence	residence	6	037	123901	1
Los Angeles	09A	murder and nonnegligent manslaughter	LA TIJERA BL	street	street	6	037	278001	2
Los Angeles	09A	murder and nonnegligent manslaughter	LOMBARDY BL	street	street	6	037	201601	2
Los Angeles	09A	murder and nonnegligent manslaughter	N FIGUEROA ST	street	street	6	037	181000	2
Los Angeles	09A	murder and nonnegligent manslaughter	ROCKWOOD ST	street	street	6	037	208402	2
Los Angeles	09A	murder and nonnegligent manslaughter	RONALD REAGA FY	street	street	6	037	104401	2
Los Angeles	09A	murder and nonnegligent manslaughter	S VERMONT AV	street	street	6	037	231220	1
Los Angeles	09A	murder and nonnegligent manslaughter	SAINT ANDREWS PL	street	street	6	037	231500	1
Los Angeles	09A	murder and nonnegligent manslaughter	SANTA ROSALIA DR	street	street	6	037	236100	1
Los Angeles	09A	murder and nonnegligent manslaughter	SHERMAN WY	street	street	6	037	134002	2
Los Angeles	09A	murder and nonnegligent manslaughter	SOTO ST	vehicle parking	open space	6	037	204300	1
Los Angeles	09A	murder and nonnegligent manslaughter	TERRA BELLA ST	street	street	6	037	104108	2
Los Angeles	09A	murder and nonnegligent manslaughter	VAN NUYS BL	street	street	6	037	104320	2
Los Angeles	09A	murder and nonnegligent manslaughter	VANOWEN	vehicle parking	open space	6	037	127605	2
Los Angeles	09A	murder and nonnegligent manslaughter	W 43RD PL	street	street	6	037	231500	1
Los Angeles	09B	negligent manslaughter	13600 MARINA POINT DR	residence	residence	6	037	274100	1
Louisville	09A	murder and nonnegligent manslaughter	100 N 26TH ST	street	street	21	111	002100	1
Louisville	09A	murder and nonnegligent manslaughter	100 S 37TH ST	street	street	21	111	000300	1
Louisville	09A	murder and nonnegligent manslaughter	1000 LIBERTY CT	street	street	21	111	004900	1
Louisville	09A	murder and nonnegligent manslaughter	1000 W BROADWAY	vehicle parking	open space	21	111	002700	1
Louisville	09A	murder and nonnegligent manslaughter	1100 S 38TH ST	abandoned	other	21	111	001200	1
Louisville	09A	murder and nonnegligent manslaughter	1100 S FLOYD ST	convenience store	retail	21	111	006500	1
Louisville	09A	murder and nonnegligent manslaughter	1400 S 12TH ST	other	other	21	111	002700	1
Louisville	09A	murder and nonnegligent manslaughter	1400 W SOUTHERN HEIGHTS AVE	street	street	21	111	004301	1
Louisville	09A	murder and nonnegligent manslaughter	1500 CRUMS LN	green space	open space	21	111	004301	1
Louisville	09A	murder and nonnegligent manslaughter	1500 S 12TH ST	other	other	21	111	003500	1
Louisville	09A	murder and nonnegligent manslaughter	1700 BOLLING AVE	residence	residence	21	111	002800	1
Louisville	09A	murder and nonnegligent manslaughter	1800 GREENWOOD AVE	residence	residence	21	111	002700	1
Louisville	09A	murder and nonnegligent manslaughter	1800 W HILL ST	residence	residence	21	111	001600	1
Louisville	09A	murder and nonnegligent manslaughter	200 ABRAHAM FLEXNER WAY	healthcare	healthcare	21	111	005900	1
Louisville	09A	murder and nonnegligent manslaughter	200 S 19TH ST	green space	open space	21	111	002400	1
Louisville	09A	murder and nonnegligent manslaughter	2000 PIRTLE ST	street	street	21	111	002300	1
Louisville	09A	murder and nonnegligent manslaughter	2100 DAHLIA AVE	street	street	21	111	009600	1
Louisville	09A	murder and nonnegligent manslaughter	2100 W GAULBERT AVE	residence	residence	21	111	001600	1
Louisville	09A	murder and nonnegligent manslaughter	2400 ELLIOTT AVE	street	street	21	111	002400	1
Louisville	09A	murder and nonnegligent manslaughter	2500 DUNCAN ST	residence	residence	21	111	002100	1
Louisville	09A	murder and nonnegligent manslaughter	2700 ALFORD AVE	street	street	21	111	002100	1
Louisville	09A	murder and nonnegligent manslaughter	2700 BANK ST	street	street	21	111	000200	1
Louisville	09A	murder and nonnegligent manslaughter	2700 FERN VALLEY RD	hotel	hotel	21	111	011800	1
Louisville	09A	murder and nonnegligent manslaughter	2800 NORTHWESTERN PKY	residence	residence	21	111	000200	1
Louisville	09A	murder and nonnegligent manslaughter	2800 RODMAN ST	residence	residence	21	111	003700	1
Louisville	09A	murder and nonnegligent manslaughter	2800 W KENTUCKY ST	other	other	21	111	001000	1
Louisville	09A	murder and nonnegligent manslaughter	300 S EWING AVE	residence	residence	21	111	008100	1
Louisville	09A	murder and nonnegligent manslaughter	300 W FLORENCE AVE	residence	residence	21	111	004100	1
Louisville	09A	murder and nonnegligent manslaughter	3000 GRAND AVE	other	other	21	111	001000	1
Louisville	09A	murder and nonnegligent manslaughter	3100 BANK ST	residence	residence	21	111	000200	1
Louisville	09A	murder and nonnegligent manslaughter	3200 GOLDEN TURTLE CIR	other	other	21	111	011200	1
Louisville	09A	murder and nonnegligent manslaughter	3400 POWELL AVE	residence	residence	21	111	003900	1
Louisville	09A	murder and nonnegligent manslaughter	3800 GARFIELD AVE	street	street	21	111	000400	1
Louisville	09A	murder and nonnegligent manslaughter	400 S 26TH ST	bar/club	leisure	21	111	002100	1
Louisville	09A	murder and nonnegligent manslaughter	4400 ELLIOTT AVE	residence	residence	21	111	000900	1
Louisville	09A	murder and nonnegligent manslaughter	4500 HAZELWOOD AVE	residence	residence	21	111	004500	1
Louisville	09A	murder and nonnegligent manslaughter	4700 PRESTON HWY	hotel	hotel	21	111	011800	1
Louisville	09A	murder and nonnegligent manslaughter	500 E BRECKINRIDGE ST	residence	residence	21	111	006200	1
Louisville	09A	murder and nonnegligent manslaughter	500 S 18TH ST	residence	residence	21	111	002400	1
Louisville	09A	murder and nonnegligent manslaughter	5300 HALSEY CT	green space	open space	21	111	009000	1
Louisville	09A	murder and nonnegligent manslaughter	5800 SOUTHLAND TER	residence	residence	21	111	009000	1
Louisville	09A	murder and nonnegligent manslaughter	600 EASTLAWN AVE	residence	residence	21	111	000600	1
Louisville	09A	murder and nonnegligent manslaughter	600 S 16TH ST	street	street	21	111	002400	1
Louisville	09A	murder and nonnegligent manslaughter	600 S 43RD ST	street	street	21	111	000900	1
Louisville	09A	murder and nonnegligent manslaughter	700 CAMP ST	street	street	21	111	006500	1
Louisville	09A	murder and nonnegligent manslaughter	700 PHILLIPS LN	street	street	21	111	007100	1
Louisville	09A	murder and nonnegligent manslaughter	700 S 35TH ST	residence	residence	21	111	001100	1
Louisville	09A	murder and nonnegligent manslaughter	800 S 40TH ST	other	other	21	111	001100	1
Louisville	09A	murder and nonnegligent manslaughter	800 W EVELYN AVE	street	street	21	111	004000	2
Louisville	09A	murder and nonnegligent manslaughter	800 W MUHAMMAD ALI BLVD	residence	residence	21	111	004900	1
Louisville	09A	murder and nonnegligent manslaughter	900 S 40TH ST	residence	residence	21	111	001100	1
Louisville	09A	murder and nonnegligent manslaughter	CONN ST / MANSLICK RD	street	street	21	111	003900	1
Louisville	09A	murder and nonnegligent manslaughter	HAZEL ST / W MAGNOLIA AVE	street	street	21	111	001000	1
Louisville	09A	murder and nonnegligent manslaughter	N 25TH ST / GRIFFITHS AVE	street	street	21	111	002100	1
Louisville	09A	murder and nonnegligent manslaughter	S 11TH ST / W MUHAMMAD ALI BLVD	residence	residence	21	111	003000	1
Louisville	09A	murder and nonnegligent manslaughter	S 20TH ST / W CHESTNUT ST	street	street	21	111	002400	1
Louisville	09A	murder and nonnegligent manslaughter	S 24TH ST / W CHESTNUT ST	street	street	21	111	002400	1
Louisville	09A	murder and nonnegligent manslaughter	S 30TH ST / W CHESTNUT ST	street	street	21	111	001500	1
Louisville	09A	murder and nonnegligent manslaughter	S 3RD ST / IOWA AVE	street	street	21	111	003700	1
Louisville	09A	murder and nonnegligent manslaughter	S 40TH ST / GRAND AVE	street	street	21	111	001200	1
Louisville	09A	murder and nonnegligent manslaughter	S 43RD ST / LARKWOOD AVE	street	street	21	111	000800	1
Louisville	09A	murder and nonnegligent manslaughter	S 4TH ST / PARK AVE	street	street	21	111	005200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	002300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	004001	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	004100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	004200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	004300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	004600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	004800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	006200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	006300	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	006700	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	006900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	007100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	007300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	007500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	007900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	011700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	013100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	014100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	014500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	014701	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	014900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	015100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	015800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	016100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	016500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	016600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	017702	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	018102	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	018500	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	020100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	020601	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	020900	3
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	021100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	021501	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	021601	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	021602	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	021700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	022901	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	023704	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	023900	3
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	024100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	024400	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	024502	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	025100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	025500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	026300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	026500	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	032400	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	033000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	033600	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	035100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	035800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	036300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	036902	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	037100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	037900	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	038100	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	038500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	038700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	038800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	039901	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	040100	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	040302	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	040501	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	040600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	041800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	042400	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	042902	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	044200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	044400	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	046202	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	005	048400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	001500	3
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	003300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	003900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	007100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	009800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	011800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	012200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	015900	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	018501	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	021500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	022400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	023100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	024100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	024200	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	024900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	025100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	025500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	026500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	027300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	027900	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	029900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	030300	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	030900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	031300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	031400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	031500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	032500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	032600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	032900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	033000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	033100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	033600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	033900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	034300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	034500	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	034700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	035100	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	036300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	036502	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	037500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	038100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	038600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	038900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	039500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	040200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	042200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	042900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	043300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	043700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	043900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	044100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	045300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	048000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	048500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	048600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	049100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	049300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	050801	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	050803	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	050804	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	051001	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	051200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	051601	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	051800	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	053200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	054500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	054700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	055300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	057200	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	062600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	066600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	072000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	072400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	077200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	077400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	078600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	078800	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	079200	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	079802	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	082400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	083000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	085200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	085400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	086200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	086600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	086800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	088000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	088200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	088800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	089000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	089200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	089400	3
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	090200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	090600	4
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	090800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	091000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	091600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	092800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	094401	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	094402	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	096400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	098200	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	109800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	111600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	112000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	112600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	114202	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	114400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	114600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	115800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	116400	4
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	116600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	118400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	118600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	047	119800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	001800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	002500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	002601	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	003700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	005200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	005800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	008400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	008603	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	009200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	009900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	010200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	010900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	011100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	011300	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	011900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	012000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	015602	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	016200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	016400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	017000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	018200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	018400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	018600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	018800	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	019100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	019200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	019400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	019600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	021400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	021600	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	022301	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	024200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	024301	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	024302	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	028500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	029300	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	061	030900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	000700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	001600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	002500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	008100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	008300	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	008700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	009900	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	010000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	012200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	013200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	015200	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	016600	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	022001	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	023500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	024000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	025400	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	026200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	027300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	028000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	028700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	028800	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	033000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	033402	3
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	040200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	040400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	041400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	047000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	054000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	054200	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	056000	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	058100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	061301	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	062300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	064102	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	065400	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	069400	3
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	075702	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	084500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	084602	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	094202	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	095400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	099801	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	099802	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	100802	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	103201	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	103300	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	118700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	081	122702	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	000700	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	001100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	002900	2
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	004700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	006400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	007400	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	007700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	008100	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	009700	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	010500	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	013302	1
New York	09A	murder and nonnegligent manslaughter	NA	NA	NA	36	085	022600	2
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	000200	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	000800	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	001303	2
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	001500	2
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	001700	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	001801	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	002602	2
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	002604	2
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	002802	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	003003	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	003303	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	003501	2
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	003600	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	003702	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	003903	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004011	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004026	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004029	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004033	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004036	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004057	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004070	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004422	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	004504	1
Tucson	09A	murder and nonnegligent manslaughter	NA	NA	NA	4	019	410502	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1000 ATLANTIS DR VIRGINIA BEACH, VA 23451 (36.838878, -75.991392)	NA	NA	51	810	044200	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1000 VIRGINIA BEACH BL VIRGINIA BEACH, VA 23451 (36.842029, -75.993452)	NA	NA	51	810	044200	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1100 OLD VIRGINIA BEACH RD VIRGINIA BEACH, VA 23451 (36.847741, -75.994167)	NA	NA	51	810	044001	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1400 WENTWORTH DR VIRGINIA BEACH, VA 23453 (36.794442, -76.099049)	NA	NA	51	810	046013	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1500 MAGELLAN DR VIRGINIA BEACH, VA 23454 (36.799126, -76.01448)	NA	NA	51	810	045408	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1600 GALLERY AV VIRGINIA BEACH, VA 23454 (36.783422, -76.004863)	NA	NA	51	810	045408	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1700 LORD TENNYSON AR VIRGINIA BEACH, VA 23462 (36.81446, -76.124293)	NA	NA	51	810	045803	1
Virginia Beach	09A	murder and nonnegligent manslaughter	1800 DIAMOND SPRINGS RD VIRGINIA BEACH, VA 23455 (36.899778, -76.179976)	NA	NA	51	810	040403	1
Virginia Beach	09A	murder and nonnegligent manslaughter	2500 ATLANTIC AV VIRGINIA BEACH, VA 23451 (36.85352, -75.976594)	NA	NA	51	810	044004	1
Virginia Beach	09A	murder and nonnegligent manslaughter	2600 LISHELLE PL VIRGINIA BEACH, VA 23452 (36.811266, -76.066177)	NA	NA	51	810	045407	1
Virginia Beach	09A	murder and nonnegligent manslaughter	400 SEDGEWICK CT VIRGINIA BEACH, VA 23454 (36.851577, -76.045886)	NA	NA	51	810	044807	1
Virginia Beach	09A	murder and nonnegligent manslaughter	4200 THALIA STATION CI VIRGINIA BEACH, VA 23452 (36.840422, -76.117565)	NA	NA	51	810	045603	1
Virginia Beach	09A	murder and nonnegligent manslaughter	4400 CHARITY NECK RD VIRGINIA BEACH, VA 23457 (36.655246, -76.001674)	NA	NA	51	810	046400	1
Virginia Beach	09A	murder and nonnegligent manslaughter	4600 PEMBROKE BL VIRGINIA BEACH, VA 23455 (36.862385, -76.132384)	NA	NA	51	810	041003	1
Virginia Beach	09A	murder and nonnegligent manslaughter	500 PEAK CT VIRGINIA BEACH, VA 23462 (36.856777, -76.172273)	NA	NA	51	810	040600	1
Virginia Beach	09A	murder and nonnegligent manslaughter	5500 BACCALAUREATE DR VIRGINIA BEACH, VA 23462 (36.869878, -76.17352)	NA	NA	51	810	040402	1
Virginia Beach	09A	murder and nonnegligent manslaughter	600 BARBERTON DR VIRGINIA BEACH, VA 23451 (36.851097, -75.989841)	NA	NA	51	810	044001	1
Virginia Beach	09A	murder and nonnegligent manslaughter	700 ST MATTHEWS SQ VIRGINIA BEACH, VA 23454 (36.851514, -76.035928)	NA	NA	51	810	044807	1
Virginia Beach	09A	murder and nonnegligent manslaughter	900 DIAMOND SPRINGS RD VIRGINIA BEACH, VA 23455 (36.869425, -76.171407)	NA	NA	51	810	040402	1

homicide_modified %>%
  dplyr::summarise(across(
    .cols = c(longitude, latitude), # select columns

    .fns = list(
      mean = ~ mean(., na.rm = T),
      sd = sd,
      min = min, max = max
    )
  )) %>% 
  tt()

longitude_mean	longitude_sd	longitude_min	longitude_max	latitude_mean	latitude_sd	latitude_min	latitude_max
-92.1643	15.33486	-118.5955	-73.73476	39.23824	3.363016	32.125	42.4492

visdat::vis_dat(homicides15_tbl_df, sort_type = TRUE, palette = "default")

homicide_modified <- homicides15_tbl_df %>% tidyr::drop_na()
homicide_modified

# A tibble: 1,016 × 15
       uid city_name offense_code offense_type       date_single         address
     <int> <chr>     <chr>        <chr>              <dttm>              <chr>  
 1 2872478 Chicago   09A          murder and nonneg… 2015-01-03 05:50:00 050XX …
 2 2873990 Chicago   09A          murder and nonneg… 2015-01-05 22:11:00 035XX …
 3 2874041 Chicago   09A          murder and nonneg… 2015-01-06 00:49:00 093XX …
 4 2874296 Chicago   09A          murder and nonneg… 2015-01-06 15:38:00 022XX …
 5 2874356 Chicago   09A          murder and nonneg… 2015-01-06 17:53:00 022XX …
 6 2875361 Chicago   09A          murder and nonneg… 2015-01-08 21:30:00 012XX …
 7 2875743 Chicago   09A          murder and nonneg… 2015-01-09 16:20:00 011XX …
 8 2876002 Chicago   09A          murder and nonneg… 2015-01-10 00:25:00 000XX …
 9 2878279 Chicago   09A          murder and nonneg… 2015-01-13 17:40:00 042XX …
10 2878439 Chicago   09A          murder and nonneg… 2015-01-13 22:10:00 039XX …
# ℹ 1,006 more rows
# ℹ 9 more variables: longitude <dbl>, latitude <dbl>, location_type <chr>,
#   location_category <chr>, fips_state <int>, fips_county <chr>, tract <chr>,
#   block_group <int>, block <int>

visdat::vis_dat(homicide_modified, sort_type = TRUE, palette = "default")

homicide_modified <- homicides15_tbl_df %>%
  dplyr::mutate(across(where(is.character), as.factor)) %>% 
  relocate(where(is.factor))
glimpse(homicide_modified)

Rows: 1,922
Columns: 15
$ city_name         <fct> Chicago, Chicago, Chicago, Chicago, Chicago, Chicago…
$ offense_code      <fct> 09A, 09A, 09A, 09A, 09A, 09A, 09A, 09A, 09A, 09A, 09…
$ offense_type      <fct> murder and nonnegligent manslaughter, murder and non…
$ address           <fct> "050XX W SUPERIOR ST", "035XX W 77TH PL", "093XX S B…
$ location_type     <fct> street, residence, street, street, street, private v…
$ location_category <fct> street, residence, street, street, street, vehicle, …
$ fips_county       <fct> 031, 031, 031, 031, 031, 031, 031, 031, 031, 031, 03…
$ tract             <fct> 251600, 700100, 490400, 460500, 460500, 843100, 6810…
$ uid               <int> 2872478, 2873990, 2874041, 2874296, 2874356, 2875361…
$ date_single       <dttm> 2015-01-03 05:50:00, 2015-01-05 22:11:00, 2015-01-0…
$ longitude         <dbl> -87.75148, -87.71038, -87.60748, -87.57023, -87.5702…
$ latitude          <dbl> 41.89401, 41.75242, 41.72355, 41.75168, 41.75168, 41…
$ fips_state        <int> 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, …
$ block_group       <int> 1, 1, 1, 1, 1, 1, 1, 1, 3, 2, 1, 1, 1, 1, 2, 3, 2, 2…
$ block             <int> 1002, 1044, 1023, 1003, 1003, 1016, 1018, 1001, 3000…

homicide_modified %>%
  stats::setNames(c("City_Name", "Offense_Code", "Offense_Type", "Address", "Location_Type", "Location_Category", "Fips_County", "Tract", "UID", "Date_Single", "Longitude", "Latitude", "Fips_State", "Block_Group", "Block"))

# A tibble: 1,922 × 15
   City_Name Offense_Code Offense_Type   Address Location_Type Location_Category
   <fct>     <fct>        <fct>          <fct>   <fct>         <fct>            
 1 Chicago   09A          murder and no… 050XX … street        street           
 2 Chicago   09A          murder and no… 035XX … residence     residence        
 3 Chicago   09A          murder and no… 093XX … street        street           
 4 Chicago   09A          murder and no… 022XX … street        street           
 5 Chicago   09A          murder and no… 022XX … street        street           
 6 Chicago   09A          murder and no… 012XX … private vehi… vehicle          
 7 Chicago   09A          murder and no… 011XX … residence     residence        
 8 Chicago   09A          murder and no… 000XX … street        street           
 9 Chicago   09A          murder and no… 042XX … street        street           
10 Chicago   09A          murder and no… 039XX … street        street           
# ℹ 1,912 more rows
# ℹ 9 more variables: Fips_County <fct>, Tract <fct>, UID <int>,
#   Date_Single <dttm>, Longitude <dbl>, Latitude <dbl>, Fips_State <int>,
#   Block_Group <int>, Block <int>

homicide_modified %>%
  DT::datatable(
    style = "default",
    caption = htmltools::tags$caption(
      style = "caption-side: top; text-align: left; color: black; font-size: 100%;", "Homicide Dataset (Clean)"
    ),
    options = list(pageLength = 10, autoWidth = TRUE)
  ) %>%
  DT::formatStyle(
    columns = names(homicide_modified),
    fontFamily = "Roboto Condensed",
    fontSize = "12px",
  )

crosstable(
  latitude + longitude
  ~ offense_type,        
  data = homicide_modified       
) %>%
  as_flextable()

label	variable	offense_type
		murder and nonnegligent manslaughter	negligent manslaughter
latitude	Min / Max	32.1 / 42.4	34.0 / 42.4
	Med [IQR]	40.7 [34.3;41.9]	42.4 [39.1;42.4]
	Mean (std)	39.2 (3.4)	40.5 (3.0)
	N (NA)	1914 (0)	8 (0)
longitude	Min / Max	-118.6 / -73.7	-118.4 / -83.0
	Med [IQR]	-87.7 [-97.2;-83.1]	-83.1 [-94.5;-83.0]
	Mean (std)	-92.2 (15.3)	-90.3 (12.5)
	N (NA)	1914 (0)	8 (0)

4. Data Dictionary

Quantitative Data

1. uid(int): Unique identifier for each record or crime incident
2. longitude(dbl): Longitude coordinate of the crime location
3. latitude(dbl): Latitude coordinate of the crime location
4. fips_state(int): FIPS code for the state where the crime occurred.(A standardized numeric or alphanumeric code assigned by the U.S. government to uniquely identify geographic areas.)
5. block_group(int): Census block group number for the crime location
6. block(int): Census block number for the crime location

Qualitative Data

1. city_name(chr): Name of the city where the crime occurred
2. offense_code(chr): Numeric or alphanumeric code representing the type of offense
3. offense_type(chr): Text description of the offense (e.g., “Burglary”, “Assault”)
4. date_single(dttm): Date when the crime occurred
5. address(chr): Street address or location description of the crime
6. location_type(chr): Type of location where the crime occurred
7. location_category(chr): Broader category of the location
8. fips_county(chr): FIPS code for the county of the crime location
9. tract(chr): Census tract number for the crime location

5. Graphs

1. Where are crimes geographically concentrated?

homicide_modified %>%
gf_point(latitude ~ longitude, data = homicide_modified, color = 'orange', size = 2) %>%
  gf_labs(title = "Where are crimes geographically concentrated?",
          x = "Longitude",
          y = "Latitude")

Inferences

The crime locations are pretty scattered. There is no visible pattern. It is evident from the graph that multiple crimes have occurred at the same coordinates.

2. How does offense type vary across block groups?

homicide_modified %>% 
  gf_bar(~offense_type | block_group, fill = ~block_group) %>% 
  gf_labs(title = "How does offense type vary across block groups?",
          x = "Offense type",
          y = "Count",
          fill = "Block Group") %>%
  gf_theme(theme(axis.text.x = element_text(angle = 45, hjust = 1)))

Inferences

In each graph, the count of murder and non-negligent manslaughter is greater than that of negligent manslaughter. Out of all the blocks, block 1 has the greatest number of murders, and block 7 has the least amount of crime. Thus, we can conclude that block 7 is the safest place to live.

3. Do homicide rates differ based on the month?

homicide_modified %>%
  mutate(
    month = month(date_single, label = TRUE, abbr = TRUE),
    year = year(date_single)
  ) %>%
  group_by(year, month) %>%
  dplyr::summarise(count = n(), .groups = "drop") %>%
  gf_col(count ~ month | year, 
         fill = ~month) %>%
  gf_labs(
    title = "Number of Homicides per Month",
    x = "Month",
    y = "Count",
    fill = "Month"
  )

Inferences

This graph suggests that homicides were more frequent in the second half of the year, peaking around August–September, and were lowest in February. Hypothesis: The dip in homicides in February could be because it has fewer days (28), so there’s less time for incidents to occur, which can lead to a lower count.

4. What is the distribution of crime over time?

homicide_modified %>% 
gf_histogram(~ date_single,
             data = homicide_modified,
             bins = 43,            
             fill = "navyblue",
             color = "black") %>%
  gf_labs(
    title = "Distribution of Crime Over Time",
    x = "Date of Crime",
    y = "Number of Crimes"
  ) 

Inferences

From this graph, we can infer that the number of crimes constantly varied with time. There is no visible pattern over the months. The homicide rate peaked around September, and dropped in January, and mid-February.

5. Which offense type has the highest number of crimes?

homicide_modified %>% 
gf_bar(~offense_type, fill = ~offense_type, data = homicide_modified  , width = 0.2) %>%
  gf_labs(
    title = "Count of Crimes by Offense Type",
    x = "Type of Crime",
    y = "Count",
    fill = "Offense Type"
  ) %>%
  gf_refine(scale_fill_brewer(palette = "Paired"))

Inferences

It is evident from the bar graph that there are only two types of offense- Murder and non-negligent manslaughter, and negligent manslaughter. Most of the crimes are of the offense type- Murder and non-negligent manslaughter.

6. How do homicide cases vary across different locations?

homicide_modified

# A tibble: 1,922 × 15
   city_name offense_code offense_type   address location_type location_category
   <fct>     <fct>        <fct>          <fct>   <fct>         <fct>            
 1 Chicago   09A          murder and no… 050XX … street        street           
 2 Chicago   09A          murder and no… 035XX … residence     residence        
 3 Chicago   09A          murder and no… 093XX … street        street           
 4 Chicago   09A          murder and no… 022XX … street        street           
 5 Chicago   09A          murder and no… 022XX … street        street           
 6 Chicago   09A          murder and no… 012XX … private vehi… vehicle          
 7 Chicago   09A          murder and no… 011XX … residence     residence        
 8 Chicago   09A          murder and no… 000XX … street        street           
 9 Chicago   09A          murder and no… 042XX … street        street           
10 Chicago   09A          murder and no… 039XX … street        street           
# ℹ 1,912 more rows
# ℹ 9 more variables: fips_county <fct>, tract <fct>, uid <int>,
#   date_single <dttm>, longitude <dbl>, latitude <dbl>, fips_state <int>,
#   block_group <int>, block <int>

homicide_modified %>% 
  gf_bar(~location_category, fill = "coral2") %>% 
  gf_theme(theme(axis.text.x = element_text(angle = 25, hjust = 1))) %>% 
gf_labs(
    title = "Distribution of Homicides across location type",
    x = "Location Category",
    y = "Count"
  )

Inferences

This graph tells us that most homicides occur on the street, residential areas and open spaces, similarly healthcare, commercial and hotel see the least. What is surprising is that most homicides occur in public spaces compared to more private controlled areas.

7. How does the proportion of location categories vary across cities?

homicide_modified <- homicides15_tbl_df %>% tidyr::drop_na()
homicide_modified %>%
    gf_props(~city_name,
    fill = ~location_category,
    position = "fill"
  ) %>%
   gf_labs(
    title = "Distribution of homicide: proportion of location category across cities",
    x = "City",
    y = "Proportion"
  )

  gf_refine(scale_fill_brewer(palette = "Set1"))

<ggproto object: Class ScaleDiscrete, Scale, gg>
    aesthetics: fill
    axis_order: function
    break_info: function
    break_positions: function
    breaks: waiver
    call: call
    clone: function
    dimension: function
    drop: TRUE
    expand: waiver
    get_breaks: function
    get_breaks_minor: function
    get_labels: function
    get_limits: function
    get_transformation: function
    guide: legend
    is_discrete: function
    is_empty: function
    labels: waiver
    limits: NULL
    make_sec_title: function
    make_title: function
    map: function
    map_df: function
    minor_breaks: waiver
    n.breaks.cache: NULL
    na.translate: TRUE
    na.value: NA
    name: waiver
    palette: function
    palette.cache: NULL
    position: left
    range: environment
    rescale: function
    reset: function
    train: function
    train_df: function
    transform: function
    transform_df: function
    super:  <ggproto object: Class ScaleDiscrete, Scale, gg>

Inferences

Most cities show high proportions of homicides happening in residential and street locations, with street locations being especially prominent.

Fort Worth has a higher proportion of residential homicides compared to street homicides, and a larger proportion of leisure homicides than other cities. This could mean that violence in Fort Worth may be more closely tied to domestic or personal conflicts, as well as incidents in social or recreational spaces.

Louisville, on the other hand, has a larger proportion of homicides occurring in open spaces compared to other cities, indicating more public or outdoor violence, one hypothesis is that this could be linked to gang activity or public confrontations. Louisville has a smaller proportion of homicides in retail and healthcare settings, this is still more than those in other cities.

8. Do homicides occur more during the day, or at night?

homicide_modified <- homicides15_tbl_df %>% tidyr::drop_na()
homicide_modified2 <- homicide_modified %>%
  mutate(
    hour = as.numeric(format(date_single, "%H")),
    time_of_day = case_when(
      hour >= 6 & hour < 18 ~ "Day",
      TRUE ~ "Night"
    )
  )
homicide_modified2

# A tibble: 1,016 × 17
       uid city_name offense_code offense_type       date_single         address
     <int> <chr>     <chr>        <chr>              <dttm>              <chr>  
 1 2872478 Chicago   09A          murder and nonneg… 2015-01-03 05:50:00 050XX …
 2 2873990 Chicago   09A          murder and nonneg… 2015-01-05 22:11:00 035XX …
 3 2874041 Chicago   09A          murder and nonneg… 2015-01-06 00:49:00 093XX …
 4 2874296 Chicago   09A          murder and nonneg… 2015-01-06 15:38:00 022XX …
 5 2874356 Chicago   09A          murder and nonneg… 2015-01-06 17:53:00 022XX …
 6 2875361 Chicago   09A          murder and nonneg… 2015-01-08 21:30:00 012XX …
 7 2875743 Chicago   09A          murder and nonneg… 2015-01-09 16:20:00 011XX …
 8 2876002 Chicago   09A          murder and nonneg… 2015-01-10 00:25:00 000XX …
 9 2878279 Chicago   09A          murder and nonneg… 2015-01-13 17:40:00 042XX …
10 2878439 Chicago   09A          murder and nonneg… 2015-01-13 22:10:00 039XX …
# ℹ 1,006 more rows
# ℹ 11 more variables: longitude <dbl>, latitude <dbl>, location_type <chr>,
#   location_category <chr>, fips_state <int>, fips_county <chr>, tract <chr>,
#   block_group <int>, block <int>, hour <dbl>, time_of_day <chr>

homicide_modified2 %>%
  gf_bar(~offense_type,
    fill = ~time_of_day,
    position = "dodge"
  ) %>%
  gf_facet_grid(~city_name) %>% 
  gf_refine(scale_fill_brewer(palette = "Accent")) %>% 
  gf_theme(theme(axis.text.x = element_text(angle = 35, hjust = 1))) %>% 
  gf_labs(
    title = "Do homicides occur more during the day, or at night?",
    x = "Offense Type",
    y = "Count",
    fill = "Time"
  )

Inferences

This graph suggests that night-time homicides are far more prevalent than those occurring during the day. Assumption: This could be due to higher alcohol and drug use during the night, fewer witnesses and darkness, which provides anonymity for criminals. Question: What does the wider bar graph for Fort Worth and Los Angeles (negligent manslaughter) indicate?

9. When do most homicides occur?

homicide_modified2 %>% 
gf_histogram(~hour, fill = "darkmagenta",color = "black", bins = 24) %>% 
  gf_labs(
    title = "When do most homicides occur?",
    x = "Hour",
    y = "Count"
  )

Inferences

This graph tells us that homicides peak at midnight and see a sudden dip in the following hour. Homicides occur the least in the mornings, around 5 - 9 am, as most people start their day around that time.

6. Summary of Inferences

The homicide data shows varying trends across locations and time. Homicide rates fluctuated throughout the year, peaking in September and dipping in February. Murder and non-negligent manslaughter were the most common offense types, with Block 1 having the highest crime rates and Block 7 the lowest, suggesting it’s the safest.

Crime locations were dispersed, with street and residential areas being the most frequent. Homicides were more frequent at night compared to daytime.

The prevalence of public space homicides over private areas was surprising.

Questions:

1. What factors might contribute to the February homicide dip beyond the shorter month?
2. Why are open spaces associated with more homicides in Louisville?
3. Could Fort Worth’s higher proportion of leisure homicides be connected to certain local, cultural or social dynamics?