Sample
## :created_at owner permitnumber issued_date property_id sq_feet
## 1 1409069386 <NA> U497392 2006-09-26T00:00:00 317194 0
## 2 1409069405 <NA> U497392 2006-09-26T00:00:00 317194 0
## 3 1409069411 <NA> ALT8484 2007-12-26T00:00:00 NA 0
## 4 1409069411 <NA> ALT8484 2007-12-26T00:00:00 NA 0
## 5 1409069415 <NA> ALT9460 2009-04-21T00:00:00 314216 0
## 6 1409069400 <NA> ALT9460 2009-04-21T00:00:00 314216 0
## city :position :updated_at :created_meta state
## 1 Dorchester 285811 1409069386 525314 MA
## 2 Dorchester 294256 1409069405 525314 MA
## 3 BOSTON 296735 1409069411 525314 MA
## 4 BOSTON 296643 1409069411 525314 MA
## 5 Boston 298671 1409069415 525314 MA
## 6 Boston 292205 1409069400 525314 MA
## comments
## 1 Proposed Work: Two vehicle parking Last Action: READY TO ISSUE
## 2 Proposed Work: Two vehicle parking Last Action: READY TO ISSUE
## 3 Proposed Work: The work involved is a complete renovation of the existing Burnham building from the fourth level of the basement to the first floor including repairs to the exterior (windows masonry and storefront) installation of new mechanical electrical and pl Last Action: READY TO ISSUE
## 4 Proposed Work: The work involved is a complete renovation of the existing Burnham building from the fourth level of the basement to the first floor including repairs to the exterior (windows masonry and storefront) installation of new mechanical electrical and pl Last Action: READY TO ISSUE
## 5 Proposed Work: Altman Vilandrie - 37th floor\n\nTenant renovation includes demolition drywall partition ceiling tiles flooring electrical HVAC & finish work. Last Action: READY TO ISSUE
## 6 Proposed Work: Altman Vilandrie - 37th floor\n\nTenant renovation includes demolition drywall partition ceiling tiles flooring electrical HVAC & finish work. Last Action: READY TO ISSUE
## occupancytype permittypedescr status total_fees
## 1 1-3FAM Use of Premises EXPIRED 0
## 2 1-3FAM Use of Premises EXPIRED 0
## 3 COMM Long Form/Alteration Permit EXPIRED 0
## 4 COMM Long Form/Alteration Permit EXPIRED 0
## 5 COMM Long Form/Alteration Permit EXPIRED 0
## 6 COMM Long Form/Alteration Permit EXPIRED 0
## description address :updated_meta :sid
## 1 From TimeMatters-PZ Conversion 93 Sydney ST 525314 285811
## 2 From TimeMatters-PZ Conversion 93 Sydney ST 525314 294256
## 3 From TimeMatters-PZ Conversion 384-426 WASHINGTON 525314 296735
## 4 From TimeMatters-PZ Conversion 384-426 WASHINGTON 525314 296643
## 5 Fast Track Application 53 State ST 525314 298671
## 6 Fast Track Application 53 State ST 525314 292205
## zip expiration_date applicant parcel_id
## 1 02125 2014-01-29T00:00:00 <NA> NA
## 2 02125 2014-01-29T00:00:00 Edward Mourad NA
## 3 02108 2014-01-15T00:00:00 Suffolk Construction Co. Inc. NA
## 4 02108 2014-01-15T00:00:00 <NA> NA
## 5 02109 2014-01-15T00:00:00 Structure Tone Inc. NA
## 6 02109 2014-01-15T00:00:00 francesca DiRico NA
## :id :meta declared_valuation worktype
## 1 51BA2988-F87B-47F6-A3A6-7F01C6C5079A NA 0 CONVRT
## 2 E57C4957-854D-4AB0-8C04-D0C1EE7046C2 NA 0 CONVRT
## 3 AB202514-652B-430C-8650-23E097FD34C1 NA 0 CONVRT
## 4 5BD90812-3E32-4D04-940C-7869308D54B1 NA 0 CONVRT
## 5 A0F5181A-05E2-4AD8-9B8B-7D10059AF98C NA 0 FSTTRK
## 6 502966EA-DC85-4A11-B370-ED453C31ABF2 NA 0 FSTTRK
## location.latitude location.needs_recoding location.human_address
## 1 42.31465 FALSE <NA>
## 2 42.31465 FALSE <NA>
## 3 NA NA <NA>
## 4 NA NA <NA>
## 5 42.35876 FALSE <NA>
## 6 42.35876 FALSE <NA>
## location.machine_address location.longitude
## 1 NA -71.05243
## 2 NA -71.05243
## 3 NA NA
## 4 NA NA
## 5 NA -71.05620
## 6 NA -71.05620
Variables
The following variables are all NA: :meta
, location.machine_address
The following variables are duplicates:
:position
, :sid
:created_meta
, :updated_meta
owner
Distribution of top 50 variables
Frequency table of top 100 variables
permitnumber
Distribution of top 50 variables
Frequency table of top 100 variables
issued_date
Distribution of top 50 variables
Frequency table of top 100 variables
property_id
Summary statistics
Min. |
0 |
1st Qu. |
45190 |
Median |
96530 |
Mean |
109400 |
3rd Qu. |
145800 |
Max. |
419800 |
NA’s |
7012 |
sq_feet
Summary statistics
Min. |
0.01 |
1st Qu. |
1100.00 |
Median |
2184.00 |
Mean |
205800.00 |
3rd Qu. |
4900.00 |
Max. |
10000000000.00 |
city
Distribution of top 50 variables
Frequency table of top 100 variables
total_fees
Summary statistics
Min. |
-770 |
1st Qu. |
30 |
Median |
60 |
Mean |
5319 |
3rd Qu. |
160 |
Max. |
625000000 |
address
Distribution of top 50 variables
Frequency table of top 100 variables
expiration_date
Distribution of top 50 variables
Frequency table of top 100 variables
applicant
Distribution of top 50 variables
Frequency table of top 100 variables
parcel_id
Summary statistics
Min. |
100000000 |
1st Qu. |
401000000 |
Median |
801300000 |
Mean |
1027000000 |
3rd Qu. |
1802000000 |
Max. |
2206000000 |
NA’s |
26477 |
declared_valuation
Summary statistics
Min. |
0.01 |
1st Qu. |
1449.00 |
Median |
5000.00 |
Mean |
156200.00 |
3rd Qu. |
18100.00 |
Max. |
1832000000.00 |
location.latitude
Summary statistics
Min. |
42.23 |
1st Qu. |
42.30 |
Median |
42.34 |
Mean |
42.33 |
3rd Qu. |
42.35 |
Max. |
42.40 |
NA’s |
26186.00 |
location.longitude
Summary statistics
Min. |
-71.19 |
1st Qu. |
-71.11 |
Median |
-71.08 |
Mean |
-71.09 |
3rd Qu. |
-71.06 |
Max. |
-70.99 |
NA’s |
26186.00 |
comments
Distribution of top 50 variables
Frequency table of top 100 variables