Meta

property value
dataset name Building Permits
data source City of Chicago
data level City
description Permits issued by the Department of Buildings in the City of Chicago from 2006 to the present. The dataset for each year contains more than 65,000 records/rows of data and cannot be viewed in full in Microsoft Excel. Therefore, when downloading the file, select CSV from the Export menu. Open the file in an ASCII text editor, such as Wordpad, to view and search. Data fields requiring description are detailed below.
permalink https://data.cityofchicago.org/Buildings/Building-Permits/ydr8-5enu
dataset key ydr8-5enu
number of records 419250
number of variables 143

Sample

##   contractor_9_city contractor_6_type contractor_14_address street_name
## 1              <NA>              <NA>                  <NA>    ABERDEEN
## 2              <NA>              <NA>                  <NA>         ADA
## 3              <NA>              <NA>                  <NA>     ADDISON
## 4              <NA>              <NA>                  <NA>     ALTGELD
## 5              <NA>              <NA>                  <NA>      ARCHER
## 6              <NA>              <NA>                  <NA>   CATHERINE
##   contractor_12_phone contractor_10_zipcode contractor_5_phone
## 1                <NA>                  <NA>               <NA>
## 2                <NA>                  <NA>               <NA>
## 3                <NA>                  <NA>               <NA>
## 4                <NA>                  <NA>               <NA>
## 5                <NA>                  <NA>               <NA>
## 6                <NA>                  <NA>               <NA>
##   contractor_1_address contractor_5_city :sid             _pin10
## 1                 <NA>              <NA>    1               <NA>
## 2                 <NA>              <NA>    2               <NA>
## 3                 <NA>              <NA>    3               <NA>
## 4                 <NA>              <NA>    4               <NA>
## 5                 <NA>              <NA>    5               <NA>
## 6                 <NA>              <NA>    6 12-11-102-122-1009
##   contractor_4_zipcode contractor_9_address longitude contractor_7_address
## 1                 <NA>                 <NA> -87.65472                 <NA>
## 2                 <NA>                 <NA> -87.66217                 <NA>
## 3                 <NA>                 <NA> -87.64488                 <NA>
## 4                 <NA>                 <NA> -87.70966                 <NA>
## 5                 <NA>                 <NA> -87.69846                 <NA>
## 6                 <NA>                 <NA> -87.84534                 <NA>
##   contractor_1_city latitude contractor_2_name contractor_6_state
## 1              <NA> 41.88920              <NA>               <NA>
## 2              <NA> 41.91257              <NA>               <NA>
## 3              <NA> 41.94828              <NA>               <NA>
## 4              <NA> 41.92640              <NA>               <NA>
## 5              <NA> 41.81749              <NA>               <NA>
## 6              <NA> 41.97669              <NA>               <NA>
##   contractor_14_zipcode                _permit_type :position
## 1                  <NA> PERMIT - ELEVATOR EQUIPMENT         1
## 2                  <NA> PERMIT - ELEVATOR EQUIPMENT         2
## 3                  <NA> PERMIT - ELEVATOR EQUIPMENT         3
## 4                  <NA> PERMIT - ELEVATOR EQUIPMENT         4
## 5                  <NA> PERMIT - ELEVATOR EQUIPMENT         5
## 6                  <NA> PERMIT - ELEVATOR EQUIPMENT         6
##   contractor_15_state contractor_6_name contractor_3_zipcode
## 1                <NA>              <NA>                 <NA>
## 2                <NA>              <NA>                 <NA>
## 3                <NA>              <NA>                 <NA>
## 4                <NA>              <NA>                 <NA>
## 5                <NA>              <NA>                 <NA>
## 6                <NA>              <NA>                 <NA>
##   contractor_13_zipcode contractor_15_city contractor_7_name
## 1                  <NA>               <NA>              <NA>
## 2                  <NA>               <NA>              <NA>
## 3                  <NA>               <NA>              <NA>
## 4                  <NA>               <NA>              <NA>
## 5                  <NA>               <NA>              <NA>
## 6                  <NA>               <NA>              <NA>
##   contractor_1_zipcode contractor_6_address :meta street_direction
## 1                 <NA>                 <NA>  {\n}                N
## 2                 <NA>                 <NA>  {\n}                N
## 3                 <NA>                 <NA>  {\n}                W
## 4                 <NA>                 <NA>  {\n}                W
## 5                 <NA>                 <NA>  {\n}                S
## 6                 <NA>                 <NA>  {\n}                W
##   contractor_8_name contractor_2_state contractor_9_phone
## 1              <NA>               <NA>               <NA>
## 2              <NA>               <NA>               <NA>
## 3              <NA>               <NA>               <NA>
## 4              <NA>               <NA>               <NA>
## 5              <NA>               <NA>               <NA>
## 6              <NA>               <NA>               <NA>
##   contractor_14_city contractor_15_name contractor_14_phone
## 1               <NA>               <NA>                <NA>
## 2               <NA>               <NA>                <NA>
## 3               <NA>               <NA>                <NA>
## 4               <NA>               <NA>                <NA>
## 5               <NA>               <NA>                <NA>
## 6               <NA>               <NA>                <NA>
##   contractor_10_name contractor_15_phone contractor_14_type
## 1               <NA>                  NA               <NA>
## 2               <NA>                  NA               <NA>
## 3               <NA>                  NA               <NA>
## 4               <NA>                  NA               <NA>
## 5               <NA>                  NA               <NA>
## 6               <NA>                  NA               <NA>
##   contractor_2_zipcode contractor_3_address work_description
## 1                 <NA>                 <NA>             <NA>
## 2                 <NA>                 <NA>             <NA>
## 3                 <NA>                 <NA>             <NA>
## 4                 <NA>                 <NA>             <NA>
## 5                 <NA>                 <NA>             <NA>
## 6                 <NA>                 <NA>             <NA>
##   contractor_3_city contractor_9_name contractor_7_state _estimated_cost
## 1              <NA>              <NA>               <NA>               0
## 2              <NA>              <NA>               <NA>               0
## 3              <NA>              <NA>               <NA>               0
## 4              <NA>              <NA>               <NA>               0
## 5              <NA>              <NA>               <NA>               0
## 6              <NA>              <NA>               <NA>               0
##   contractor_7_phone _amount_waived contractor_12_city contractor_8_state
## 1               <NA>              0               <NA>               <NA>
## 2               <NA>              0               <NA>               <NA>
## 3               <NA>              0               <NA>               <NA>
## 4               <NA>              0               <NA>               <NA>
## 5               <NA>              0               <NA>               <NA>
## 6               <NA>              0               <NA>               <NA>
##   contractor_4_name contractor_5_type _total_permit_fee contractor_2_city
## 1              <NA>              <NA>              52.5              <NA>
## 2              <NA>              <NA>              52.5              <NA>
## 3              <NA>              <NA>             105.0              <NA>
## 4              <NA>              <NA>              52.5              <NA>
## 5              <NA>              <NA>              52.5              <NA>
## 6              <NA>              <NA>              52.5              <NA>
##   contractor_13_phone contractor_10_address contractor_13_address
## 1                <NA>                  <NA>                  <NA>
## 2                <NA>                  <NA>                  <NA>
## 3                <NA>                  <NA>                  <NA>
## 4                <NA>                  <NA>                  <NA>
## 5                <NA>                  <NA>                  <NA>
## 6                <NA>                  <NA>                  <NA>
##   contractor_14_state contractor_8_type
## 1                <NA>              <NA>
## 2                <NA>              <NA>
## 3                <NA>              <NA>
## 4                <NA>              <NA>
## 5                <NA>              <NA>
## 6                <NA>              <NA>
##                                    :id contractor_14_name
## 1 B24640A5-8BD2-44D7-AFA7-63CE2C9A5A41               <NA>
## 2 9C48F88F-7A4D-4D11-8919-98802DDCA33E               <NA>
## 3 4669B294-18EE-41FD-82E8-959627D3568A               <NA>
## 4 3949CC33-71C5-4ECF-A5F9-975288E40AFF               <NA>
## 5 8A7E515E-E89A-444B-A1BD-E8B2564554B8               <NA>
## 6 E7B5768D-7C91-4E25-89A5-0DC925BC1997               <NA>
##   contractor_8_zipcode contractor_15_zipcode contractor_3_name
## 1                 <NA>                  <NA>              <NA>
## 2                 <NA>                  <NA>              <NA>
## 3                 <NA>                  <NA>              <NA>
## 4                 <NA>                  <NA>              <NA>
## 5                 <NA>                  <NA>              <NA>
## 6                 <NA>                  <NA>              <NA>
##   contractor_6_zipcode contractor_6_city contractor_11_zipcode
## 1                 <NA>              <NA>                  <NA>
## 2                 <NA>              <NA>                  <NA>
## 3                 <NA>              <NA>                  <NA>
## 4                 <NA>              <NA>                  <NA>
## 5                 <NA>              <NA>                  <NA>
## 6                 <NA>              <NA>                  <NA>
##   contractor_10_city contractor_2_type contractor_12_zipcode
## 1               <NA>              <NA>                  <NA>
## 2               <NA>              <NA>                  <NA>
## 3               <NA>              <NA>                  <NA>
## 4               <NA>              <NA>                  <NA>
## 5               <NA>              <NA>                  <NA>
## 6               <NA>              <NA>                  <NA>
##   contractor_10_type contractor_13_type :updated_at contractor_12_name
## 1               <NA>               <NA>  1436247532               <NA>
## 2               <NA>               <NA>  1436247532               <NA>
## 3               <NA>               <NA>  1436247532               <NA>
## 4               <NA>               <NA>  1436247532               <NA>
## 5               <NA>               <NA>  1436247532               <NA>
## 6               <NA>               <NA>  1436247532               <NA>
##   contractor_13_name contractor_12_address :created_meta
## 1               <NA>                  <NA>        902270
## 2               <NA>                  <NA>        902270
## 3               <NA>                  <NA>        902270
## 4               <NA>                  <NA>        902270
## 5               <NA>                  <NA>        902270
## 6               <NA>                  <NA>        902270
##   contractor_4_state contractor_5_zipcode contractor_12_state
## 1               <NA>                 <NA>                <NA>
## 2               <NA>                 <NA>                <NA>
## 3               <NA>                 <NA>                <NA>
## 4               <NA>                 <NA>                <NA>
## 5               <NA>                 <NA>                <NA>
## 6               <NA>                 <NA>                <NA>
##   contractor_5_state contractor_8_city contractor_9_zipcode
## 1               <NA>              <NA>                 <NA>
## 2               <NA>              <NA>                 <NA>
## 3               <NA>              <NA>                 <NA>
## 4               <NA>              <NA>                 <NA>
## 5               <NA>              <NA>                 <NA>
## 6               <NA>              <NA>                 <NA>
##   contractor_7_city contractor_4_city contractor_2_phone
## 1              <NA>              <NA>               <NA>
## 2              <NA>              <NA>               <NA>
## 3              <NA>              <NA>               <NA>
## 4              <NA>              <NA>               <NA>
## 5              <NA>              <NA>               <NA>
## 6              <NA>              <NA>               <NA>
##   contractor_11_type contractor_8_address contractor_2_address
## 1               <NA>                 <NA>                 <NA>
## 2               <NA>                 <NA>                 <NA>
## 3               <NA>                 <NA>                 <NA>
## 4               <NA>                 <NA>                 <NA>
## 5               <NA>                 <NA>                 <NA>
## 6               <NA>                 <NA>                 <NA>
##   contractor_9_state contractor_9_type contractor_7_zipcode
## 1               <NA>              <NA>                 <NA>
## 2               <NA>              <NA>                 <NA>
## 3               <NA>              <NA>                 <NA>
## 4               <NA>              <NA>                 <NA>
## 5               <NA>              <NA>                 <NA>
## 6               <NA>              <NA>                 <NA>
##   contractor_1_type contractor_11_state contractor_4_type
## 1              <NA>                <NA>              <NA>
## 2              <NA>                <NA>              <NA>
## 3              <NA>                <NA>              <NA>
## 4              <NA>                <NA>              <NA>
## 5              <NA>                <NA>              <NA>
## 6              <NA>                <NA>              <NA>
##   contractor_11_city contractor_4_phone contractor_13_city
## 1               <NA>               <NA>               <NA>
## 2               <NA>               <NA>               <NA>
## 3               <NA>               <NA>               <NA>
## 4               <NA>               <NA>               <NA>
## 5               <NA>               <NA>               <NA>
## 6               <NA>               <NA>               <NA>
##   contractor_5_name _amount_paid :created_at _issue_date
## 1              <NA>         52.5  1436247532        <NA>
## 2              <NA>         52.5  1436247532        <NA>
## 3              <NA>        105.0  1436247532        <NA>
## 4              <NA>         52.5  1436247532        <NA>
## 5              <NA>         52.5  1436247532        <NA>
## 6              <NA>         52.5  1436247532        <NA>
##   contractor_13_state contractor_1_phone contractor_3_state
## 1                <NA>               <NA>               <NA>
## 2                <NA>               <NA>               <NA>
## 3                <NA>               <NA>               <NA>
## 4                <NA>               <NA>               <NA>
## 5                <NA>               <NA>               <NA>
## 6                <NA>               <NA>               <NA>
##                _pin9              _pin8 contractor_5_address
## 1               <NA>               <NA>                 <NA>
## 2               <NA>               <NA>                 <NA>
## 3               <NA>               <NA>                 <NA>
## 4               <NA>               <NA>                 <NA>
## 5               <NA>               <NA>                 <NA>
## 6 12-11-102-122-1008 12-11-102-122-1007                 <NA>
##   contractor_12_type              _pin1              _pin3
## 1               <NA>               <NA>               <NA>
## 2               <NA>               <NA>               <NA>
## 3               <NA>               <NA>               <NA>
## 4               <NA>               <NA>               <NA>
## 5               <NA> 19-01-129-005-0000               <NA>
## 6               <NA> 12-11-102-121-0000 12-11-102-122-1002
##                _pin2              _pin5     id              _pin7
## 1               <NA>               <NA> 911610               <NA>
## 2               <NA>               <NA> 911617               <NA>
## 3               <NA>               <NA> 911654               <NA>
## 4               <NA>               <NA> 911698               <NA>
## 5               <NA>               <NA> 911713               <NA>
## 6 12-11-102-122-1001 12-11-102-122-1004 911722 12-11-102-122-1006
##                _pin6 contractor_1_state contractor_3_phone street_number
## 1               <NA>               <NA>               <NA>           406
## 2               <NA>               <NA>               <NA>          1664
## 3               <NA>               <NA>               <NA>           536
## 4               <NA>               <NA>               <NA>          3255
## 5               <NA>               <NA>               <NA>          4177
## 6 12-11-102-122-1005               <NA>               <NA>          8735
##                _pin4 contractor_10_phone contractor_7_type
## 1               <NA>                <NA>              <NA>
## 2               <NA>                <NA>              <NA>
## 3               <NA>                <NA>              <NA>
## 4               <NA>                <NA>              <NA>
## 5               <NA>                <NA>              <NA>
## 6 12-11-102-122-1003                <NA>              <NA>
##   contractor_15_address  permit_ contractor_15_type contractor_11_name
## 1                  <NA> EV000008               <NA>               <NA>
## 2                  <NA> EV000015               <NA>               <NA>
## 3                  <NA> EV000074               <NA>               <NA>
## 4                  <NA> EV000113               <NA>               <NA>
## 5                  <NA> EV000128               <NA>               <NA>
## 6                  <NA> EV016366               <NA>               <NA>
##   contractor_1_name contractor_8_phone :updated_meta contractor_4_address
## 1              <NA>               <NA>        902270                 <NA>
## 2              <NA>               <NA>        902270                 <NA>
## 3              <NA>               <NA>        902270                 <NA>
## 4              <NA>               <NA>        902270                 <NA>
## 5              <NA>               <NA>        902270                 <NA>
## 6              <NA>               <NA>        902270                 <NA>
##   _suffix contractor_10_state contractor_11_phone contractor_11_address
## 1      ST                <NA>                <NA>                  <NA>
## 2      ST                <NA>                <NA>                  <NA>
## 3      ST                <NA>                <NA>                  <NA>
## 4      ST                <NA>                <NA>                  <NA>
## 5     AVE                <NA>                <NA>                  <NA>
## 6     AVE                <NA>                <NA>                  <NA>
##   contractor_3_type contractor_6_phone location.latitude
## 1              <NA>               <NA>          41.88920
## 2              <NA>               <NA>          41.91257
## 3              <NA>               <NA>          41.94828
## 4              <NA>               <NA>          41.92640
## 5              <NA>               <NA>          41.81749
## 6              <NA>               <NA>          41.97669
##   location.needs_recoding location.human_address location.machine_address
## 1                   FALSE                   <NA>                       NA
## 2                   FALSE                   <NA>                       NA
## 3                   FALSE                   <NA>                       NA
## 4                   FALSE                   <NA>                       NA
## 5                   FALSE                   <NA>                       NA
## 6                   FALSE                   <NA>                       NA
##   location.longitude
## 1          -87.65472
## 2          -87.66217
## 3          -87.64488
## 4          -87.70966
## 5          -87.69846
## 6          -87.84534

Missing Values

Variables

The following variables are all NA: contractor_15_phone, location.machine_address

The following variables are duplicates:

  • :sid, :position

contractor_9_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_6_type

Distribution

Frequency table

contractor_14_address

Distribution

Frequency table

street_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_12_phone

Distribution

Frequency table

contractor_10_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_5_phone

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_1_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_5_city

Distribution of top 50 variables

Frequency table of top 100 variables

_pin10 ##

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_4_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_9_address

Distribution of top 50 variables

Frequency table of top 100 variables

longitude

Distribution

Summary statistics

statistic value
Min. -87.91
1st Qu. -87.71
Median -87.66
Mean -87.67
3rd Qu. -87.63
Max. -87.52
NA’s 1228.00

contractor_7_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_1_city

Distribution of top 50 variables

Frequency table of top 100 variables

latitude

Distribution

Summary statistics

statistic value
Min. 41.64
1st Qu. 41.80
Median 41.89
Mean 41.87
3rd Qu. 41.93
Max. 42.02
NA’s 1228.00

contractor_2_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_6_state

Distribution

Frequency table

contractor_14_zipcode

Distribution

Frequency table

_permit_type ##

Distribution

Frequency table

contractor_15_state

Distribution

Frequency table

contractor_6_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_3_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_13_zipcode

Distribution

Frequency table

contractor_15_city

Distribution

Frequency table

contractor_7_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_1_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_6_address

Distribution of top 50 variables

Frequency table of top 100 variables

street_direction

Distribution

Frequency table

contractor_8_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_2_state

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_9_phone

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_14_city

Distribution

Frequency table

contractor_15_name

Distribution

Frequency table

contractor_14_phone

Distribution

Frequency table

contractor_10_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_14_type

Distribution

Frequency table

contractor_2_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_3_address

Distribution of top 50 variables

Frequency table of top 100 variables

work_description

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_3_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_9_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_7_state

Distribution

Frequency table

_estimated_cost ##

Distribution

Summary statistics

statistic value
Min. -1000
1st Qu. 450
Median 3500
Mean 225500
3rd Qu. 18000
Max. 10000000000
NA’s 449

contractor_7_phone

Distribution of top 50 variables

Frequency table of top 100 variables

_amount_waived ##

Distribution

Summary statistics

statistic value
Min. 0.01
1st Qu. 75.00
Median 200.00
Mean 8243.00
3rd Qu. 1069.00
Max. 41200000.00

contractor_12_city

Distribution

Frequency table

contractor_8_state

Distribution

Frequency table

contractor_4_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_5_type

Distribution

Frequency table

_total_permit_fee ##

Distribution

Summary statistics

statistic value
Min. 0.01
1st Qu. 50.00
Median 175.00
Mean 895.70
3rd Qu. 350.00
Max. 41200000.00

contractor_2_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_13_phone

Distribution

Frequency table

contractor_10_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_13_address

Distribution

Frequency table

contractor_14_state

Distribution

Frequency table

contractor_8_type

Distribution

Frequency table

contractor_14_name

Distribution

Frequency table

contractor_8_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_15_zipcode

Distribution

Frequency table

contractor_3_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_6_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_6_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_11_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_10_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_2_type

Distribution

Frequency table

contractor_12_zipcode

Distribution

Frequency table

contractor_10_type

Distribution

Frequency table

contractor_13_type

Distribution

Frequency table

contractor_12_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_13_name

Distribution

Frequency table

contractor_12_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_4_state

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_5_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_12_state

Distribution

Frequency table

contractor_5_state

Distribution

Frequency table

contractor_8_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_9_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_7_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_4_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_2_phone

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_11_type

Distribution

Frequency table

contractor_8_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_2_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_9_state

Distribution

Frequency table

contractor_9_type

Distribution

Frequency table

contractor_7_zipcode

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_1_type

Distribution

Frequency table

contractor_11_state

Distribution

Frequency table

contractor_4_type

Distribution

Frequency table

contractor_11_city

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_4_phone

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_13_city

Distribution

Frequency table

contractor_5_name

Distribution of top 50 variables

Frequency table of top 100 variables

_amount_paid ##

Distribution

Summary statistics

statistic value
Min. 0.01
1st Qu. 50.00
Median 174.90
Mean 630.40
3rd Qu. 335.00
Max. 799700.00

_issue_date ##

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_13_state

Distribution

Frequency table

contractor_1_phone

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_3_state

Distribution of top 50 variables

Frequency table of top 100 variables

_pin9 ##

Distribution of top 50 variables

Frequency table of top 100 variables

_pin8 ##

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_5_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_12_type

Distribution

Frequency table

_pin1 ##

Distribution of top 50 variables

Frequency table of top 100 variables

_pin3 ##

Distribution of top 50 variables

Frequency table of top 100 variables

_pin2 ##

Distribution of top 50 variables

Frequency table of top 100 variables

_pin5 ##

Distribution of top 50 variables

Frequency table of top 100 variables

id

Distribution

Summary statistics

statistic value
Min. 911600
1st Qu. 1901000
Median 2218000
Mean 2196000
3rd Qu. 2488000
Max. 2720000

_pin7 ##

Distribution of top 50 variables

Frequency table of top 100 variables

_pin6 ##

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_1_state

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_3_phone

Distribution of top 50 variables

Frequency table of top 100 variables

street_number

Distribution

Summary statistics

statistic value
Min. 1
1st Qu. 1001
Median 2735
Mean 3485
3rd Qu. 5401
Max. 111600

_pin4 ##

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_10_phone

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_7_type

Distribution

Frequency table

contractor_15_address

Distribution

Frequency table

permit_

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_15_type

Distribution

Frequency table

contractor_11_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_1_name

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_8_phone

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_4_address

Distribution of top 50 variables

Frequency table of top 100 variables

_suffix ##

Distribution

Frequency table

contractor_10_state

Distribution

Frequency table

contractor_11_phone

Distribution

Frequency table

contractor_11_address

Distribution of top 50 variables

Frequency table of top 100 variables

contractor_3_type

Distribution

Frequency table

contractor_6_phone

Distribution of top 50 variables

Frequency table of top 100 variables

location.latitude

Distribution

Summary statistics

statistic value
Min. 41.64
1st Qu. 41.80
Median 41.89
Mean 41.87
3rd Qu. 41.93
Max. 42.02
NA’s 1228.00

location.human_address

Distribution

Frequency table

location.longitude

Distribution

Summary statistics

statistic value
Min. -87.91
1st Qu. -87.71
Median -87.66
Mean -87.67
3rd Qu. -87.63
Max. -87.52
NA’s 1228.00