Sample
## :created_at application_permit_number longitude final_date :position
## 1 1451991730 6511999 -122.3259 <NA> 1
## 2 1451991730 6512016 -122.3774 <NA> 2
## 3 1451991730 6481368 -122.3230 <NA> 3
## 4 1451991730 6512001 -122.3583 <NA> 4
## 5 1451991730 6510984 -122.3197 <NA> 5
## 6 1451991730 6511954 -122.3348 <NA> 6
## category issue_date :updated_at :created_meta
## 1 COMMERCIAL <NA> 1451991730 387110
## 2 SINGLE FAMILY / DUPLEX 2016-01-04T00:00:00 1451991730 387110
## 3 COMMERCIAL <NA> 1451991730 387110
## 4 COMMERCIAL <NA> 1451991730 387110
## 5 SINGLE FAMILY / DUPLEX 2016-01-04T00:00:00 1451991730 387110
## 6 COMMERCIAL <NA> 1451991730 387110
## contractor latitude status
## 1 <NA> 47.70619 Application Accepted
## 2 <NA> 47.57761 Permit Issued
## 3 SELLEN CONSTRUCTION CO INC 47.60980 Application Accepted
## 4 BLANKET: 3131 ELLIOTT BUILDING 47.61814 Application Accepted
## 5 <NA> 47.67204 Permit Issued
## 6 BLANKET: SECURITY PACIFIC BANK 47.60897 Application Accepted
## description
## 1 Shoring and excavation for constuction of parking garage per plan..
## 2 Construct basement alterations to existing single family residence, per (STFI)
## 3 Construct tenant improvements to existing Institution ( Swedish Cancer Institute) on the 3rd and 4th floors for new dumbwaiter, per plan
## 4 Blanket Permit for interior non-structural alterations. floor 4 (Water's Edge tenant).
## 5 Construct front porch alterations to existing single family residence, per (STFI)
## 6 Blanket Permit for interior non-structural alterations. Interior tenant improvement of new walls and doors, per plans.
## work_type address :updated_meta :sid
## 1 Plan Review 301 NE NORTHGATE WAY 387110 1
## 2 No plan review 2757 36TH AVE SW 387110 2
## 3 Plan Review 1221 MADISON ST 387110 3
## 4 Plan Review 3131 ELLIOTT AVE 387110 4
## 5 No plan review 809 NE 60TH ST 387110 5
## 6 Plan Review 1301 5TH AVE 387110 6
## application_date applicant_name expiration_date value
## 1 2016-01-04T00:00:00 CELIN, JACQUELINE <NA> 2308800
## 2 2016-01-04T00:00:00 NAHUM, RICK 2017-07-04T00:00:00 20000
## 3 2016-01-04T00:00:00 HINTHORNE, BRAD <NA> 45000
## 4 2016-01-04T00:00:00 JENSEN, MARLEEN <NA> 338866
## 5 2016-01-04T00:00:00 SCHMIDT, CATHERINE 2017-07-04T00:00:00 4500
## 6 2016-01-04T00:00:00 HOWARD, TARA <NA> 125000
## permit_type :id :meta
## 1 Construction E371B168-AEE1-4F09-8D84-C5C469FECD7F <NA>
## 2 Construction 9C19D40C-AD29-41C1-A7C5-AA3554B88BA6 <NA>
## 3 Construction DD3DB1E4-3A9B-40E8-AE2A-AFD96548B00F <NA>
## 4 Construction 86ECF8AC-2934-4CFA-9759-807F6E518C08 <NA>
## 5 Construction 221BFF38-D9C6-44DC-B79E-311B26CDFA40 <NA>
## 6 Construction 6E517BE7-971F-4A85-84E3-0AD4969AD637 <NA>
## master_use_permit action_type
## 1 3018742 NEW
## 2 NA ADD/ALT
## 3 NA ADD/ALT
## 4 NA ALTER
## 5 NA ADD/ALT
## 6 NA ALTER
## permit_and_complaint_status_url.url
## 1 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6511999
## 2 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6512016
## 3 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6481368
## 4 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6512001
## 5 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6510984
## 6 http://web6.seattle.gov/dpd/PermitStatus/Project.aspx?id=6511954
## permit_and_complaint_status_url.description location.latitude
## 1 NA 47.70619
## 2 NA 47.57761
## 3 NA 47.60980
## 4 NA 47.61814
## 5 NA 47.67204
## 6 NA 47.60897
## 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 -122.3259
## 2 -122.3774
## 3 -122.3230
## 4 -122.3583
## 5 -122.3197
## 6 -122.3348
Variables
The following variables are all NA: permit_and_complaint_status_url.description
, location.human_address
, location.machine_address
The following variables are duplicates:
:created_at
, :updated_at
longitude
, location.longitude
latitude
, location.latitude
:created_meta
, :updated_meta
:position
, :sid
application_permit_number
Summary statistics
Min. |
753500 |
1st Qu. |
6293000 |
Median |
6364000 |
Mean |
6353000 |
3rd Qu. |
6435000 |
Max. |
6512000 |
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 |
245.0 |
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. |
47.59 |
Median |
47.62 |
Mean |
47.63 |
3rd Qu. |
47.67 |
Max. |
47.73 |
NA’s |
245.00 |
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. |
15000 |
Median |
55000 |
Mean |
610200 |
3rd Qu. |
230900 |
Max. |
280600000 |
master_use_permit
Summary statistics
Min. |
3001000 |
1st Qu. |
3012000 |
Median |
3015000 |
Mean |
3014000 |
3rd Qu. |
3017000 |
Max. |
3023000 |
NA’s |
42633 |
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. |
47.59 |
Median |
47.62 |
Mean |
47.63 |
3rd Qu. |
47.67 |
Max. |
47.73 |
NA’s |
245.00 |
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 |
245.0 |