HPD by Complaint Type
Number of service requests to NYC’s 311 from 2004 to 2016: 24.54 million
What is the difference between “Paint – Plaster” and “Paint/Plaster”? Looking at the actual details of a few of each type of classification will likely reveal the answer but I haven’t gone that granular yet. But I’d be curious to see what patterns exist in the number one complaint – heating. Another mining expedition for another day…..
Complaint Type
|
SRs
|
Heating |
2,246,847
|
Plumbing |
1,175,723
|
General Construction |
1,146,114
|
Paint – Plaster |
844,579
|
Nonconst |
648,909
|
Heat / Hot Water |
581,431
|
Electric |
464,799
|
Unsanitary Condition |
224,979
|
Paint/Plaster |
194,313
|
Appliance |
162,554
|
Door/Window |
106,346
|
Water Leak |
96,370
|
General |
80,982
|
Flooring/Stairs |
73,697
|
Safety |
25,862
|
Hpd Literature Request |
15,027
|
Construction |
14,846
|
Outside Building |
4,184
|
Elevator |
2,768
|
Structural |
16
|
Vacant Apartment |
6
|
Agency |
5
|
Agency Issues |
2
|
311 data from NYC Open Data downloaded at various times. As of Feb 19, 2017, 24.5 million rows, 52 variables till 2009, 53 variables from 2010. Parsed using R v3.3.1 in RStudio v1.0.136