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
105516
Id: 105516 • Survey Number: 60 • Survey Instance Id: 90003973
Id
105516
Survey Number
60
Survey Instance Id
90003973
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-07T00:00:00.000
Question
What service did you apply for?
Answer
Public school
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
43401
Id: 43401 • Survey Number: 34 • Survey Instance Id: 90001787
Id
43401
Survey Number
34
Survey Instance Id
90001787
Survey Status
Complete
Survey Language
English
Question
How well do you speak English?
Answer
Well
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
7588
Id: 7588 • Survey Number: 15 • Survey Instance Id: 100
Id
7588
Survey Number
15
Survey Instance Id
100
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-09-28T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
Paper
Create Dt
2018-11-15T00:00:00.000
28249
Id: 28249 • Survey Number: 33 • Survey Instance Id: 90000582
Id
28249
Survey Number
33
Survey Instance Id
90000582
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
70277
Id: 70277 • Survey Number: 50003666 • Survey Instance Id: 2192
Id
70277
Survey Number
50003666
Survey Instance Id
2192
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-27T00:00:00.000
Question
What other languages do you speak?
Answer
None
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
119227
Id: 119227 • Survey Number: 64 • Survey Instance Id: 90005042
Id
119227
Survey Number
64
Survey Instance Id
90005042
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-28T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Arab
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
131183
Id: 131183 • Survey Number: 50003666 • Survey Instance Id: 3878
Id
131183
Survey Number
50003666
Survey Instance Id
3878
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-07T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
69542
Id: 69542 • Survey Number: 50003666 • Survey Instance Id: 2140
Id
69542
Survey Number
50003666
Survey Instance Id
2140
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-21T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
27230
Id: 27230 • Survey Number: 34 • Survey Instance Id: 90000504
Id
27230
Survey Number
34
Survey Instance Id
90000504
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
72224
Id: 72224 • Survey Number: 50003666 • Survey Instance Id: 2329
Id
72224
Survey Number
50003666
Survey Instance Id
2329
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-11T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
133904
Id: 133904 • Survey Number: 50003666 • Survey Instance Id: 4260
Id
133904
Survey Number
50003666
Survey Instance Id
4260
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-21T00:00:00.000
Question
What service did you apply for?
Answer
Supplemental Nutrition Assistance Program (SNAP) alone
Data Source
OnLine
Create Dt
2019-03-22T00:00:00.000
124663
Id: 124663 • Survey Number: 76 • Survey Instance Id: 90005464
Id
124663
Survey Number
76
Survey Instance Id
90005464
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2007-05-21T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
236038
Id: 236038 • Survey Number: 50003666 • Survey Instance Id: 10840
Id
236038
Survey Number
50003666
Survey Instance Id
10840
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-10-14T00:00:00.000
Question
Has anyone in your household served Write in:
Answer
Spanish
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
114247
Id: 114247 • Survey Number: 63 • Survey Instance Id: 90004662
Id
114247
Survey Number
63
Survey Instance Id
90004662
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African American
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
88682
Id: 88682 • Survey Number: 51 • Survey Instance Id: 90003074
Id
88682
Survey Number
51
Survey Instance Id
90003074
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
120156
Id: 120156 • Survey Number: 50003666 • Survey Instance Id: 3013
Id
120156
Survey Number
50003666
Survey Instance Id
3013
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
84690
Id: 84690 • Survey Number: 55 • Survey Instance Id: 90002765
Id
84690
Survey Number
55
Survey Instance Id
90002765
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Bfr_~~e~
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
129263
Id: 129263 • Survey Number: 50003666 • Survey Instance Id: 3621
Id
129263
Survey Number
50003666
Survey Instance Id
3621
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-27T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
264280
Id: 264280 • Survey Number: 109 • Survey Instance Id: 90014002
Id
264280
Survey Number
109
Survey Instance Id
90014002
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-14T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African American
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
64274
Id: 64274 • Survey Number: 50003666 • Survey Instance Id: 1768
Id
64274
Survey Number
50003666
Survey Instance Id
1768
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-26T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
79718
Id: 79718 • Survey Number: 52 • Survey Instance Id: 90002389
Id
79718
Survey Number
52
Survey Instance Id
90002389
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-11-30T00:00:00.000
Question
How well do you speak English?
Answer
Not at all
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
23761
Id: 23761 • Survey Number: 29 • Survey Instance Id: 90000231
Id
23761
Survey Number
29
Survey Instance Id
90000231
Survey Status
Complete
Survey Language
English
Question
What is the language you speak most at home?
Answer
Chinese Cantonese
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
107886
Id: 107886 • Survey Number: 62 • Survey Instance Id: 90004161
Id
107886
Survey Number
62
Survey Instance Id
90004161
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-17T00:00:00.000
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
83124
Id: 83124 • Survey Number: 51 • Survey Instance Id: 90002649
Id
83124
Survey Number
51
Survey Instance Id
90002649
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2008-07-29T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
91909
Id: 91909 • Survey Number: 54 • Survey Instance Id: 90003319
Id
91909
Survey Number
54
Survey Instance Id
90003319
Survey Status
Complete
Survey Language
Spanish
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
243912
Id: 243912 • Survey Number: 50003666 • Survey Instance Id: 11960
Id
243912
Survey Number
50003666
Survey Instance Id
11960
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-15T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
80197
Id: 80197 • Survey Number: 53 • Survey Instance Id: 90002425
Id
80197
Survey Number
53
Survey Instance Id
90002425
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-12-13T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
67805
Id: 67805 • Survey Number: 50003666 • Survey Instance Id: 2020
Id
67805
Survey Number
50003666
Survey Instance Id
2020
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-20T00:00:00.000
Question
What service did you apply for?
Answer
Public school
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
85043
Id: 85043 • Survey Number: 54 • Survey Instance Id: 90002792
Id
85043
Survey Number
54
Survey Instance Id
90002792
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
1986-05-11T00:00:00.000
Question
How well do you speak English?
Answer
Not at all
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
115942
Id: 115942 • Survey Number: 60 • Survey Instance Id: 90004788
Id
115942
Survey Number
60
Survey Instance Id
90004788
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
119741
Id: 119741 • Survey Number: 64 • Survey Instance Id: 90005082
Id
119741
Survey Number
64
Survey Instance Id
90005082
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What service did you apply for?
Answer
Nurse Family Partnership
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
110908
Id: 110908 • Survey Number: 61 • Survey Instance Id: 90004399
Id
110908
Survey Number
61
Survey Instance Id
90004399
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-12-13T00:00:00.000
Question
What is the language you speak most at home?
Answer
Spanish
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
74650
Id: 74650 • Survey Number: 50 • Survey Instance Id: 90001990
Id
74650
Survey Number
50
Survey Instance Id
90001990
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What service did you apply for?
Answer
Public school
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
108337
Id: 108337 • Survey Number: 60 • Survey Instance Id: 90004193
Id
108337
Survey Number
60
Survey Instance Id
90004193
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-16T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
130845
Id: 130845 • Survey Number: 50003666 • Survey Instance Id: 3837
Id
130845
Survey Number
50003666
Survey Instance Id
3837
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-06T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
130900
Id: 130900 • Survey Number: 50003666 • Survey Instance Id: 3844
Id
130900
Survey Number
50003666
Survey Instance Id
3844
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-03-06T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
108276
Id: 108276 • Survey Number: 61 • Survey Instance Id: 90004189
Id
108276
Survey Number
61
Survey Instance Id
90004189
Survey Status
Complete
Survey Language
English
Dt Submitted
1951-08-28T00:00:00.000
Question
What other languages do you speak?
Answer
Spanish
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
97979
Id: 97979 • Survey Number: 59 • Survey Instance Id: 90003391
Id
97979
Survey Number
59
Survey Instance Id
90003391
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
133768
Id: 133768 • Survey Number: 50003666 • Survey Instance Id: 4244
Id
133768
Survey Number
50003666
Survey Instance Id
4244
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-21T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Black / African American / African
Data Source
OnLine
Create Dt
2019-03-22T00:00:00.000
70006
Id: 70006 • Survey Number: 50003666 • Survey Instance Id: 2173
Id
70006
Survey Number
50003666
Survey Instance Id
2173
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-25T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
43491
Id: 43491 • Survey Number: 24 • Survey Instance Id: 90001794
Id
43491
Survey Number
24
Survey Instance Id
90001794
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
65317
Id: 65317 • Survey Number: 50003666 • Survey Instance Id: 1842
Id
65317
Survey Number
50003666
Survey Instance Id
1842
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-05T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
73681
Id: 73681 • Survey Number: 55 • Survey Instance Id: 90001913
Id
73681
Survey Number
55
Survey Instance Id
90001913
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-03T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
248555
Id: 248555 • Survey Number: 116 • Survey Instance Id: 90012368
Id
248555
Survey Number
116
Survey Instance Id
90012368
Survey Status
Complete
Survey Language
English
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
113296
Id: 113296 • Survey Number: 58 • Survey Instance Id: 90004588
Id
113296
Survey Number
58
Survey Instance Id
90004588
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-12T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
122392
Id: 122392 • Survey Number: 73 • Survey Instance Id: 90005259
Id
122392
Survey Number
73
Survey Instance Id
90005259
Survey Status
Complete
Survey Language
English
Dt Submitted
1975-01-26T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
White
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
42136
Id: 42136 • Survey Number: 33 • Survey Instance Id: 90001688
Id
42136
Survey Number
33
Survey Instance Id
90001688
Survey Status
Complete
Survey Language
Spanish
Question
What is the language you speak most at home?
Answer
Chinese Cantonese
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
122203
Id: 122203 • Survey Number: 50003666 • Survey Instance Id: 3312
Id
122203
Survey Number
50003666
Survey Instance Id
3312
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-17T00:00:00.000
Question
How well do you speak English?
Answer
Not well
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
119601
Id: 119601 • Survey Number: 63 • Survey Instance Id: 90005071
Id
119601
Survey Number
63
Survey Instance Id
90005071
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-18T00:00:00.000
Question
What other languages do you speak?
Answer
None
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
243847
Id: 243847 • Survey Number: 50003666 • Survey Instance Id: 11954
Id
243847
Survey Number
50003666
Survey Instance Id
11954
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-15T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000