Mayor’s Office of Operations: Demographic Survey

Pursuant to Local Laws 126, 127, and 128 of 2016, certain demographic data is collected voluntarily and anonymously by persons voluntarily seeking social services. This data can be used by agencies and the public to better understand the demographic makeup of client populations and to better understand and serve residents of all backgrounds and identities.

The data presented here has been collected through either electronic form or paper surveys offered at the point of application for services. These surveys are anonymous.

Each record represents an anonymized demographic profile of an individual applicant for social services, disaggregated by response option, agency, and program. Response options include information regarding ancestry, race, primary and secondary languages, English proficiency, gender identity, and sexual orientation.

Idiosyncrasies or Limitations:
Note that while the dataset contains the total number of individuals who have identified their ancestry or languages spoke, because such data is collected anonymously, there may be instances of a single individual completing multiple voluntary surveys. Additionally, the survey being both voluntary and anonymous has advantages as well as disadvantages: it increases the likelihood of full and honest answers, but since it is not connected to the individual case, it does not directly inform delivery of services to the applicant. The paper and online versions of the survey ask the same questions but free-form text is handled differently. Free-form text fields are expected to be entered in English although the form is available in several languages. Surveys are presented in 11 languages.
Paper Surveys
1. Are optional
2. Survey taker is expected to specify agency that provides service
2. Survey taker can skip or elect not to answer questions
3. Invalid/unreadable data may be entered for survey date or date may be skipped
4. OCRing of free-form tet fields may fail.
5. Analytical value of free-form text answers is unclear
Online Survey
1. Are optional
2. Agency is defaulted based on the URL
3. Some questions must be answered
4. Date of survey is automated

City Government Mayor’s Office of Operations (OPS) Dataset tap2-dwrw 11 fields
DOWNLOAD CSV
Dataset fields
Showing 50 real records
113896
Id: 113896 • Survey Number: 64 • Survey Instance Id: 90004633
Id
113896
Survey Number
64
Survey Instance Id
90004633
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
125241
Id: 125241 • Survey Number: 75 • Survey Instance Id: 90005520
Id
125241
Survey Number
75
Survey Instance Id
90005520
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-02T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
127174
Id: 127174 • Survey Number: 76 • Survey Instance Id: 90005690
Id
127174
Survey Number
76
Survey Instance Id
90005690
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2219-01-25T00:00:00.000
Question
What other languages do you speak?
Answer
Spanish
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
73395
Id: 73395 • Survey Number: 55 • Survey Instance Id: 90001892
Id
73395
Survey Number
55
Survey Instance Id
90001892
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
German
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
32338
Id: 32338 • Survey Number: 33 • Survey Instance Id: 90000908
Id
32338
Survey Number
33
Survey Instance Id
90000908
Survey Status
Complete
Survey Language
English
Question
What sex were you given at birth?
Answer
Male
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
76274
Id: 76274 • Survey Number: 55 • Survey Instance Id: 90002120
Id
76274
Survey Number
55
Survey Instance Id
90002120
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
127974
Id: 127974 • Survey Number: 50003666 • Survey Instance Id: 3441
Id
127974
Survey Number
50003666
Survey Instance Id
3441
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-21T00:00:00.000
Question
What service did you apply for?
Answer
Supplemental Nutrition Assistance Program (SNAP) alone
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
82178
Id: 82178 • Survey Number: 54 • Survey Instance Id: 90002576
Id
82178
Survey Number
54
Survey Instance Id
90002576
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
62296
Id: 62296 • Survey Number: 50003666 • Survey Instance Id: 1624
Id
62296
Survey Number
50003666
Survey Instance Id
1624
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-18T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
27750
Id: 27750 • Survey Number: 30 • Survey Instance Id: 90000545
Id
27750
Survey Number
30
Survey Instance Id
90000545
Survey Status
Complete
Survey Language
English
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
115715
Id: 115715 • Survey Number: 62 • Survey Instance Id: 90004771
Id
115715
Survey Number
62
Survey Instance Id
90004771
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
115869
Id: 115869 • Survey Number: 58 • Survey Instance Id: 90004782
Id
115869
Survey Number
58
Survey Instance Id
90004782
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-12-14T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
131896
Id: 131896 • Survey Number: 50003666 • Survey Instance Id: 3965
Id
131896
Survey Number
50003666
Survey Instance Id
3965
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-11T00:00:00.000
Question
What other languages do you speak?
Answer
Spanish
Data Source
OnLine
Create Dt
2019-03-14T00:00:00.000
128185
Id: 128185 • Survey Number: 50003666 • Survey Instance Id: 3479
Id
128185
Survey Number
50003666
Survey Instance Id
3479
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-22T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
European not listed ( write-in optional)Scottish
Answer Is Optional
1
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
267106
Id: 267106 • Survey Number: 121 • Survey Instance Id: 90014280
Id
267106
Survey Number
121
Survey Instance Id
90014280
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-09-06T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Honduran
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
32116
Id: 32116 • Survey Number: 30 • Survey Instance Id: 90000891
Id
32116
Survey Number
30
Survey Instance Id
90000891
Survey Status
Complete
Survey Language
Chinese
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
255520
Id: 255520 • Survey Number: 120 • Survey Instance Id: 90013092
Id
255520
Survey Number
120
Survey Instance Id
90013092
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-26T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Black / African American / African
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
124115
Id: 124115 • Survey Number: 76 • Survey Instance Id: 90005414
Id
124115
Survey Number
76
Survey Instance Id
90005414
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-19T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
72248
Id: 72248 • Survey Number: 50003666 • Survey Instance Id: 2331
Id
72248
Survey Number
50003666
Survey Instance Id
2331
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-11T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African / Subsaharan African Write-in: African / Subsaharan African (write-in optional)
Answer Is Optional
1
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
107588
Id: 107588 • Survey Number: 61 • Survey Instance Id: 90004138
Id
107588
Survey Number
61
Survey Instance Id
90004138
Survey Status
Complete
Survey Language
English
Dt Submitted
1960-10-27T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
103192
Id: 103192 • Survey Number: 61 • Survey Instance Id: 90003801
Id
103192
Survey Number
61
Survey Instance Id
90003801
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-12-12T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
116463
Id: 116463 • Survey Number: 64 • Survey Instance Id: 90004831
Id
116463
Survey Number
64
Survey Instance Id
90004831
Survey Status
Complete
Survey Language
Russian
Dt Submitted
2019-02-07T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
None
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
123712
Id: 123712 • Survey Number: 73 • Survey Instance Id: 90005380
Id
123712
Survey Number
73
Survey Instance Id
90005380
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-19T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African American
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
105031
Id: 105031 • Survey Number: 59 • Survey Instance Id: 90003938
Id
105031
Survey Number
59
Survey Instance Id
90003938
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
103015
Id: 103015 • Survey Number: 59 • Survey Instance Id: 90003787
Id
103015
Survey Number
59
Survey Instance Id
90003787
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
116485
Id: 116485 • Survey Number: 58 • Survey Instance Id: 90004832
Id
116485
Survey Number
58
Survey Instance Id
90004832
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2019-02-07T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
92240
Id: 92240 • Survey Number: 52 • Survey Instance Id: 90003343
Id
92240
Survey Number
52
Survey Instance Id
90003343
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
83736
Id: 83736 • Survey Number: 50 • Survey Instance Id: 90002695
Id
83736
Survey Number
50
Survey Instance Id
90002695
Survey Status
Complete
Survey Language
English
Dt Submitted
1993-09-04T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Dominican
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
84360
Id: 84360 • Survey Number: 54 • Survey Instance Id: 90002742
Id
84360
Survey Number
54
Survey Instance Id
90002742
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What other languages do you speak?
Answer
Tagalog
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
101272
Id: 101272 • Survey Number: 58 • Survey Instance Id: 90003637
Id
101272
Survey Number
58
Survey Instance Id
90003637
Survey Status
Complete
Survey Language
English
Dt Submitted
1933-05-21T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
263403
Id: 263403 • Survey Number: 119 • Survey Instance Id: 90013909
Id
263403
Survey Number
119
Survey Instance Id
90013909
Survey Status
Complete
Survey Language
English
Dt Submitted
2109-09-09T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
American
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
23254
Id: 23254 • Survey Number: 19 • Survey Instance Id: 90000190
Id
23254
Survey Number
19
Survey Instance Id
90000190
Survey Status
Complete
Survey Language
English
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
108196
Id: 108196 • Survey Number: 62 • Survey Instance Id: 90004183
Id
108196
Survey Number
62
Survey Instance Id
90004183
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
22805
Id: 22805 • Survey Number: 23 • Survey Instance Id: 90000156
Id
22805
Survey Number
23
Survey Instance Id
90000156
Survey Status
Complete
Survey Language
English
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
39202
Id: 39202 • Survey Number: 34 • Survey Instance Id: 90001460
Id
39202
Survey Number
34
Survey Instance Id
90001460
Survey Status
Complete
Survey Language
Chinese
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
36075
Id: 36075 • Survey Number: 34 • Survey Instance Id: 90001213
Id
36075
Survey Number
34
Survey Instance Id
90001213
Survey Status
Complete
Survey Language
English
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
79958
Id: 79958 • Survey Number: 55 • Survey Instance Id: 90002407
Id
79958
Survey Number
55
Survey Instance Id
90002407
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
75266
Id: 75266 • Survey Number: 52 • Survey Instance Id: 90002039
Id
75266
Survey Number
52
Survey Instance Id
90002039
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-12-12T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Mexican
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
119409
Id: 119409 • Survey Number: 59 • Survey Instance Id: 90005056
Id
119409
Survey Number
59
Survey Instance Id
90005056
Survey Status
Complete
Survey Language
Russian
Dt Submitted
2018-10-16T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
95512
Id: 95512 • Survey Number: 50003666 • Survey Instance Id: 2701
Id
95512
Survey Number
50003666
Survey Instance Id
2701
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-29T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
OnLine
Create Dt
2019-02-07T00:00:00.000
117164
Id: 117164 • Survey Number: 64 • Survey Instance Id: 90004881
Id
117164
Survey Number
64
Survey Instance Id
90004881
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2019-02-07T00:00:00.000
Question
What sex were you given at birth?
Answer
Male
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
99111
Id: 99111 • Survey Number: 58 • Survey Instance Id: 90003476
Id
99111
Survey Number
58
Survey Instance Id
90003476
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-12-04T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
109258
Id: 109258 • Survey Number: 60 • Survey Instance Id: 90004267
Id
109258
Survey Number
60
Survey Instance Id
90004267
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-25T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
30343
Id: 30343 • Survey Number: 33 • Survey Instance Id: 90000749
Id
30343
Survey Number
33
Survey Instance Id
90000749
Survey Status
Complete
Survey Language
English
Question
How would you describe your gender?
Answer
Transgender
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
105421
Id: 105421 • Survey Number: 60 • Survey Instance Id: 90003966
Id
105421
Survey Number
60
Survey Instance Id
90003966
Survey Status
Complete
Survey Language
English
Dt Submitted
2017-11-02T00:00:00.000
Question
What other languages do you speak?
Answer
~~~~~T~~~~
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
26924
Id: 26924 • Survey Number: 19 • Survey Instance Id: 90000480
Id
26924
Survey Number
19
Survey Instance Id
90000480
Survey Status
Complete
Survey Language
Chinese
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
115614
Id: 115614 • Survey Number: 60 • Survey Instance Id: 90004761
Id
115614
Survey Number
60
Survey Instance Id
90004761
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What sex were you given at birth?
Answer
Male
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
38596
Id: 38596 • Survey Number: 19 • Survey Instance Id: 90001412
Id
38596
Survey Number
19
Survey Instance Id
90001412
Survey Status
Complete
Survey Language
English
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
105766
Id: 105766 • Survey Number: 62 • Survey Instance Id: 90003992
Id
105766
Survey Number
62
Survey Instance Id
90003992
Survey Status
Complete
Survey Language
English
Dt Submitted
1950-06-14T00:00:00.000
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
121162
Id: 121162 • Survey Number: 73 • Survey Instance Id: 90005146
Id
121162
Survey Number
73
Survey Instance Id
90005146
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-19T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000