Sample
## :created_at application_permit_number longitude final_date
## 1 1451992044 6269636 -122.3714 2012-05-17T00:00:00
## 2 1451992044 6271067 -122.3406 <NA>
## 3 1451992044 6271066 -122.3152 2011-01-31T00:00:00
## 4 1451992044 6271026 -122.3475 2011-02-09T00:00:00
## 5 1451992044 6271020 -122.2915 2011-10-20T00:00:00
## 6 1451992044 6271006 -122.3541 2012-08-28T00:00:00
## :position category issue_date :updated_at
## 1 1 SINGLE FAMILY / DUPLEX 2011-01-04T00:00:00 1451992044
## 2 2 COMMERCIAL 2011-01-04T00:00:00 1451992044
## 3 3 MULTIFAMILY 2011-01-04T00:00:00 1451992044
## 4 4 MULTIFAMILY 2011-01-04T00:00:00 1451992044
## 5 5 SINGLE FAMILY / DUPLEX 2011-01-04T00:00:00 1451992044
## 6 6 SINGLE FAMILY / DUPLEX 2011-01-04T00:00:00 1451992044
## :created_meta contractor latitude status
## 1 387110 <NA> 47.72120 Permit Closed
## 2 387110 <NA> 47.61304 Permit Closed
## 3 387110 <NA> 47.65947 Permit Closed
## 4 387110 ROOFING SPECIALISTS NW INC 47.68075 Permit Closed
## 5 387110 <NA> 47.61958 Permit Closed
## 6 387110 CARLISLE CLASSIC HOMES LLC 47.63419 Permit Closed
## description
## 1 Construct interior non-structural alterations to existing single family residence, subject to field inspection.
## 2 CLOSED AS INCOMPLETE - EXPIRED PERMIT. Construct interior, non-structural alterationsto remove non structural interior walls within existing office space, per floor plan and subject to field inspection (STFI),
## 3 Complete work begun under Permit 6170791: (Non structural alterations to basement kitchen of existing boarding house to create bedroom per floor plan subject to field inspection, STFI).
## 4 Alterations to replace exterior deck posts (2) and beam (1) in kind to repair rot at northeasterly corner of existing condo building, subject to field inspection
## 5 Remove and replace existing deck and front porch and steps, and interior alterations to 2nd and 3rd level of existing single family residence, per plot plan and subject to field inspection, STFI.
## 6 Replace wood decking on front porch and replace wood steps with concrete steps, subject to field inspection
## work_type address :updated_meta :sid application_date
## 1 No plan review 12558 12TH AVE NW 387110 1 2011-01-04T00:00:00
## 2 No plan review 2001 4TH AVE 387110 2 2011-01-04T00:00:00
## 3 No plan review 4238 12TH AVE NE 387110 3 2011-01-04T00:00:00
## 4 No plan review 7111 LINDEN AVE N 387110 4 2011-01-04T00:00:00
## 5 No plan review 121 32ND AVE E 387110 5 2011-01-04T00:00:00
## 6 No plan review 1702 WARREN AVE N 387110 6 2011-01-04T00:00:00
## applicant_name expiration_date value permit_type
## 1 PARISH, DIANNA 2012-07-04T00:00:00 12000 Construction
## 2 GOODFELLOW, GEORGE 2012-07-04T00:00:00 10000 Construction
## 3 SABAH, SHARIFAH NOOR 2012-07-04T00:00:00 3000 Construction
## 4 HILL, DAVE 2012-07-04T00:00:00 1000 Construction
## 5 SCHLITT, GRACE 2012-07-04T00:00:00 60000 Construction
## 6 BARNETT, AMY 2014-01-04T00:00:00 10000 Construction
## :id :meta master_use_permit action_type
## 1 51135EA6-20E4-4DED-B748-F9C9F8F91C3C <NA> NA ADD/ALT
## 2 381DB944-D21A-4DB3-B145-B3D5CBD842B1 <NA> NA ADD/ALT
## 3 6EC2EC64-8889-4D38-AB1D-3B00C3D57C70 <NA> NA ADD/ALT
## 4 10CC33F9-2C98-4617-A0FF-224194F5A4CF <NA> NA ADD/ALT
## 5 10C5A87B-0215-43E5-A413-573316CA3EE0 <NA> NA ADD/ALT
## 6 AEBD6159-EAA1-4D40-9B77-7EFD13937ACA <NA> NA ADD/ALT
## permit_and_complaint_status_url.url
## 1 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6269636
## 2 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6271067
## 3 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6271066
## 4 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6271026
## 5 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6271020
## 6 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6271006
## permit_and_complaint_status_url.description location.latitude
## 1 NA 47.72120
## 2 NA 47.61304
## 3 NA 47.65947
## 4 NA 47.68075
## 5 NA 47.61958
## 6 NA 47.63419
## 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 -122.3714
## 2 -122.3406
## 3 -122.3152
## 4 -122.3475
## 5 -122.2915
## 6 -122.3541
Variables
The following variables are all NA: permit_and_complaint_status_url.description
, location.human_address
, location.machine_address
The following variables are duplicates:
:position
, :sid
:created_meta
, :updated_meta
latitude
, location.latitude
longitude
, location.longitude
:created_at
, :updated_at
application_permit_number
Summary statistics
Min. |
703200 |
1st Qu. |
6094000 |
Median |
6139000 |
Mean |
5792000 |
3rd Qu. |
6200000 |
Max. |
6271000 |
longitude
Summary statistics
Min. |
-122.4 |
1st Qu. |
-122.4 |
Median |
-122.3 |
Mean |
-122.3 |
3rd Qu. |
-122.3 |
Max. |
-122.2 |
NA’s |
5.0 |
final_date
Distribution of top 50 variables
Frequency table of top 100 variables
issue_date
Distribution of top 50 variables
Frequency table of top 100 variables
contractor
Distribution of top 50 variables
Frequency table of top 100 variables
latitude
Summary statistics
Min. |
47.50 |
1st Qu. |
47.58 |
Median |
47.63 |
Mean |
47.63 |
3rd Qu. |
47.67 |
Max. |
47.73 |
NA’s |
5.00 |
description
Distribution of top 50 variables
Frequency table of top 100 variables
address
Distribution of top 50 variables
Frequency table of top 100 variables
application_date
Distribution of top 50 variables
Frequency table of top 100 variables
applicant_name
Distribution of top 50 variables
Frequency table of top 100 variables
expiration_date
Distribution of top 50 variables
Frequency table of top 100 variables
value
Summary statistics
Min. |
1 |
1st Qu. |
13600 |
Median |
50000 |
Mean |
397200 |
3rd Qu. |
200000 |
Max. |
166200000 |
master_use_permit
Summary statistics
Min. |
3001000 |
1st Qu. |
3004000 |
Median |
3006000 |
Mean |
3006000 |
3rd Qu. |
3008000 |
Max. |
3015000 |
NA’s |
34741 |
permit_and_complaint_status_url.url
Distribution of top 50 variables
Frequency table of top 100 variables
location.latitude
Summary statistics
Min. |
47.50 |
1st Qu. |
47.58 |
Median |
47.63 |
Mean |
47.63 |
3rd Qu. |
47.67 |
Max. |
47.73 |
NA’s |
5.00 |
location.longitude
Summary statistics
Min. |
-122.4 |
1st Qu. |
-122.4 |
Median |
-122.3 |
Mean |
-122.3 |
3rd Qu. |
-122.3 |
Max. |
-122.2 |
NA’s |
5.0 |