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
125452
Id: 125452 • Survey Number: 73 • Survey Instance Id: 90005537
Id
125452
Survey Number
73
Survey Instance Id
90005537
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-19T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
95904
Id: 95904 • Survey Number: 50003666 • Survey Instance Id: 2748
Id
95904
Survey Number
50003666
Survey Instance Id
2748
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-30T00:00:00.000
Question
How well do you speak English?
Answer
Well
Data Source
OnLine
Create Dt
2019-02-07T00:00:00.000
235725
Id: 235725 • Survey Number: 50003666 • Survey Instance Id: 10796
Id
235725
Survey Number
50003666
Survey Instance Id
10796
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-10-11T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African American
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
120872
Id: 120872 • Survey Number: 50003666 • Survey Instance Id: 3109
Id
120872
Survey Number
50003666
Survey Instance Id
3109
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-11T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
85819
Id: 85819 • Survey Number: 53 • Survey Instance Id: 90002851
Id
85819
Survey Number
53
Survey Instance Id
90002851
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
22493
Id: 22493 • Survey Number: 34 • Survey Instance Id: 90000128
Id
22493
Survey Number
34
Survey Instance Id
90000128
Survey Status
Complete
Survey Language
Chinese
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
102589
Id: 102589 • Survey Number: 60 • Survey Instance Id: 90003753
Id
102589
Survey Number
60
Survey Instance Id
90003753
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-07T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
101918
Id: 101918 • Survey Number: 64 • Survey Instance Id: 90003693
Id
101918
Survey Number
64
Survey Instance Id
90003693
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2019-02-07T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Chinese
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
21354
Id: 21354 • Survey Number: 29 • Survey Instance Id: 90000035
Id
21354
Survey Number
29
Survey Instance Id
90000035
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
22801
Id: 22801 • Survey Number: 23 • Survey Instance Id: 90000156
Id
22801
Survey Number
23
Survey Instance Id
90000156
Survey Status
Complete
Survey Language
English
Question
Has anyone in your household served Write in:
Answer
Spouse Partner
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
100846
Id: 100846 • Survey Number: 62 • Survey Instance Id: 90003608
Id
100846
Survey Number
62
Survey Instance Id
90003608
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-04T00:00:00.000
Question
Has anyone in your household served Write in:
Answer
I
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
72480
Id: 72480 • Survey Number: 50003666 • Survey Instance Id: 2346
Id
72480
Survey Number
50003666
Survey Instance Id
2346
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-17T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
110307
Id: 110307 • Survey Number: 62 • Survey Instance Id: 90004351
Id
110307
Survey Number
62
Survey Instance Id
90004351
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-09T00:00:00.000
Question
Has anyone in your household served Write in:
Answer
NO
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
122598
Id: 122598 • Survey Number: 73 • Survey Instance Id: 90005279
Id
122598
Survey Number
73
Survey Instance Id
90005279
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-02-19T00:00:00.000
Question
What other languages do you speak?
Answer
None
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
27670
Id: 27670 • Survey Number: 33 • Survey Instance Id: 90000539
Id
27670
Survey Number
33
Survey Instance Id
90000539
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
122367
Id: 122367 • Survey Number: 50003666 • Survey Instance Id: 3338
Id
122367
Survey Number
50003666
Survey Instance Id
3338
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-18T00:00:00.000
Question
What service did you apply for?
Answer
Supplemental Nutrition Assistance Program (SNAP) alone
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
78089
Id: 78089 • Survey Number: 51 • Survey Instance Id: 90002260
Id
78089
Survey Number
51
Survey Instance Id
90002260
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-01T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
None
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
82321
Id: 82321 • Survey Number: 51 • Survey Instance Id: 90002587
Id
82321
Survey Number
51
Survey Instance Id
90002587
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
78853
Id: 78853 • Survey Number: 55 • Survey Instance Id: 90002321
Id
78853
Survey Number
55
Survey Instance Id
90002321
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-19T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
80018
Id: 80018 • Survey Number: 52 • Survey Instance Id: 90002413
Id
80018
Survey Number
52
Survey Instance Id
90002413
Survey Status
Complete
Survey Language
Russian
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
251457
Id: 251457 • Survey Number: 121 • Survey Instance Id: 90012674
Id
251457
Survey Number
121
Survey Instance Id
90012674
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-09-09T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
72334
Id: 72334 • Survey Number: 50003666 • Survey Instance Id: 2336
Id
72334
Survey Number
50003666
Survey Instance Id
2336
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-11T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
122283
Id: 122283 • Survey Number: 76 • Survey Instance Id: 90005249
Id
122283
Survey Number
76
Survey Instance Id
90005249
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-09T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
White
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
243990
Id: 243990 • Survey Number: 50003666 • Survey Instance Id: 11971
Id
243990
Survey Number
50003666
Survey Instance Id
11971
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-15T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
33588
Id: 33588 • Survey Number: 26 • Survey Instance Id: 90001013
Id
33588
Survey Number
26
Survey Instance Id
90001013
Survey Status
Complete
Survey Language
English
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
244483
Id: 244483 • Survey Number: 50003666 • Survey Instance Id: 12049
Id
244483
Survey Number
50003666
Survey Instance Id
12049
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-18T00:00:00.000
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
2019-11-21T00:00:00.000
242928
Id: 242928 • Survey Number: 121 • Survey Instance Id: 90011796
Id
242928
Survey Number
121
Survey Instance Id
90011796
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-21T00:00:00.000
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
102108
Id: 102108 • Survey Number: 59 • Survey Instance Id: 90003711
Id
102108
Survey Number
59
Survey Instance Id
90003711
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-17T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
121901
Id: 121901 • Survey Number: 50003666 • Survey Instance Id: 3265
Id
121901
Survey Number
50003666
Survey Instance Id
3265
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-14T00:00:00.000
Question
What service did you apply for?
Answer
Supplemental Nutrition Assistance Program (SNAP) alone
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
110377
Id: 110377 • Survey Number: 64 • Survey Instance Id: 90004357
Id
110377
Survey Number
64
Survey Instance Id
90004357
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-01-02T00:00:00.000
Question
What is the language you speak most at home?
Answer
Spanish
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
61211
Id: 61211 • Survey Number: 50003666 • Survey Instance Id: 1551
Id
61211
Survey Number
50003666
Survey Instance Id
1551
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-14T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
White
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
84949
Id: 84949 • Survey Number: 52 • Survey Instance Id: 90002784
Id
84949
Survey Number
52
Survey Instance Id
90002784
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-01T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
133578
Id: 133578 • Survey Number: 50003666 • Survey Instance Id: 4210
Id
133578
Survey Number
50003666
Survey Instance Id
4210
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-20T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
OnLine
Create Dt
2019-03-22T00:00:00.000
22155
Id: 22155 • Survey Number: 19 • Survey Instance Id: 90000103
Id
22155
Survey Number
19
Survey Instance Id
90000103
Survey Status
Complete
Survey Language
English
Question
What is your sexual orientation?
Answer
I
Answer Is Optional
1
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
104911
Id: 104911 • Survey Number: 60 • Survey Instance Id: 90003928
Id
104911
Survey Number
60
Survey Instance Id
90003928
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
32642
Id: 32642 • Survey Number: 28 • Survey Instance Id: 90000934
Id
32642
Survey Number
28
Survey Instance Id
90000934
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
60129
Id: 60129 • Survey Number: 50003666 • Survey Instance Id: 1471
Id
60129
Survey Number
50003666
Survey Instance Id
1471
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-11T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Pakistani
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
64412
Id: 64412 • Survey Number: 50003666 • Survey Instance Id: 1777
Id
64412
Survey Number
50003666
Survey Instance Id
1777
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-28T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
37665
Id: 37665 • Survey Number: 33 • Survey Instance Id: 90001339
Id
37665
Survey Number
33
Survey Instance Id
90001339
Survey Status
Complete
Survey Language
English
Question
What ancestries or heritages do you identify with?
Answer
Italian
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
71935
Id: 71935 • Survey Number: 50003666 • Survey Instance Id: 2309
Id
71935
Survey Number
50003666
Survey Instance Id
2309
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-11T00:00:00.000
Question
What is your sexual orientation?
Answer
Heterosexual (straight)
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
78895
Id: 78895 • Survey Number: 52 • Survey Instance Id: 90002325
Id
78895
Survey Number
52
Survey Instance Id
90002325
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-05T00:00:00.000
Question
How well do you speak English?
Answer
Well
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
244795
Id: 244795 • Survey Number: 119 • Survey Instance Id: 90011998
Id
244795
Survey Number
119
Survey Instance Id
90011998
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-21T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
76627
Id: 76627 • Survey Number: 53 • Survey Instance Id: 90002146
Id
76627
Survey Number
53
Survey Instance Id
90002146
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-20T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
101716
Id: 101716 • Survey Number: 62 • Survey Instance Id: 90003677
Id
101716
Survey Number
62
Survey Instance Id
90003677
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-02-07T00:00:00.000
Question
What service did you apply for?
Answer
Public school
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
36701
Id: 36701 • Survey Number: 17 • Survey Instance Id: 90001264
Id
36701
Survey Number
17
Survey Instance Id
90001264
Survey Status
Complete
Survey Language
Chinese
Question
What ancestries or heritages do you identify with?
Answer
African American
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
96661
Id: 96661 • Survey Number: 50003666 • Survey Instance Id: 2847
Id
96661
Survey Number
50003666
Survey Instance Id
2847
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-03T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-02-07T00:00:00.000
89117
Id: 89117 • Survey Number: 53 • Survey Instance Id: 90003108
Id
89117
Survey Number
53
Survey Instance Id
90003108
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-13T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
American
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
75362
Id: 75362 • Survey Number: 54 • Survey Instance Id: 90002046
Id
75362
Survey Number
54
Survey Instance Id
90002046
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-01-20T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
None
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
38869
Id: 38869 • Survey Number: 24 • Survey Instance Id: 90001433
Id
38869
Survey Number
24
Survey Instance Id
90001433
Survey Status
Complete
Survey Language
English
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
129547
Id: 129547 • Survey Number: 50003666 • Survey Instance Id: 3657
Id
129547
Survey Number
50003666
Survey Instance Id
3657
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-03-01T00:00:00.000
Question
What other languages do you speak?
Answer
None
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000