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
124850
Id: 124850 • Survey Number: 73 • Survey Instance Id: 90005485
Id
124850
Survey Number
73
Survey Instance Id
90005485
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-02-19T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
7431
Id: 7431 • Survey Number: 15 • Survey Instance Id: 82
Id
7431
Survey Number
15
Survey Instance Id
82
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-10-01T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
Paper
Create Dt
2018-11-15T00:00:00.000
87424
Id: 87424 • Survey Number: 55 • Survey Instance Id: 90002976
Id
87424
Survey Number
55
Survey Instance Id
90002976
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2015-11-12T00:00:00.000
Question
What is the language you speak most at home?
Answer
Chinese Mandarin
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
127911
Id: 127911 • Survey Number: 50003666 • Survey Instance Id: 3426
Id
127911
Survey Number
50003666
Survey Instance Id
3426
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-20T00:00:00.000
Question
Has anyone in your household served Write in:
Answer
English
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
39578
Id: 39578 • Survey Number: 33 • Survey Instance Id: 90001486
Id
39578
Survey Number
33
Survey Instance Id
90001486
Survey Status
Complete
Survey Language
Chinese
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
111336
Id: 111336 • Survey Number: 62 • Survey Instance Id: 90004432
Id
111336
Survey Number
62
Survey Instance Id
90004432
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
Paper
Create Dt
2019-02-07T00:00:00.000
124752
Id: 124752 • Survey Number: 75 • Survey Instance Id: 90005475
Id
124752
Survey Number
75
Survey Instance Id
90005475
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-14T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
41107
Id: 41107 • Survey Number: 33 • Survey Instance Id: 90001606
Id
41107
Survey Number
33
Survey Instance Id
90001606
Survey Status
Complete
Survey Language
English
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
87249
Id: 87249 • Survey Number: 54 • Survey Instance Id: 90002964
Id
87249
Survey Number
54
Survey Instance Id
90002964
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-12-05T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
108571
Id: 108571 • Survey Number: 62 • Survey Instance Id: 90004211
Id
108571
Survey Number
62
Survey Instance Id
90004211
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-04T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
I
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
133880
Id: 133880 • Survey Number: 50003666 • Survey Instance Id: 4258
Id
133880
Survey Number
50003666
Survey Instance Id
4258
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-21T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
OnLine
Create Dt
2019-03-22T00:00:00.000
253706
Id: 253706 • Survey Number: 121 • Survey Instance Id: 90012912
Id
253706
Survey Number
121
Survey Instance Id
90012912
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-08-21T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
None
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
76635
Id: 76635 • Survey Number: 53 • Survey Instance Id: 90002147
Id
76635
Survey Number
53
Survey Instance Id
90002147
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-01-23T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
42165
Id: 42165 • Survey Number: 26 • Survey Instance Id: 90001690
Id
42165
Survey Number
26
Survey Instance Id
90001690
Survey Status
Complete
Survey Language
English
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
257376
Id: 257376 • Survey Number: 119 • Survey Instance Id: 90013278
Id
257376
Survey Number
119
Survey Instance Id
90013278
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-09-16T00:00:00.000
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
265876
Id: 265876 • Survey Number: 113 • Survey Instance Id: 90014156
Id
265876
Survey Number
113
Survey Instance Id
90014156
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-07-31T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
41449
Id: 41449 • Survey Number: 32 • Survey Instance Id: 90001633
Id
41449
Survey Number
32
Survey Instance Id
90001633
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
112782
Id: 112782 • Survey Number: 61 • Survey Instance Id: 90004547
Id
112782
Survey Number
61
Survey Instance Id
90004547
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-01-02T00:00:00.000
Question
Has anyone in your household served Write in:
Answer
Beo~He~
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
242743
Id: 242743 • Survey Number: 50003666 • Survey Instance Id: 11812
Id
242743
Survey Number
50003666
Survey Instance Id
11812
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-12T00:00:00.000
Question
What other languages do you speak?
Answer
Arabic
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
97377
Id: 97377 • Survey Number: 50003666 • Survey Instance Id: 2947
Id
97377
Survey Number
50003666
Survey Instance Id
2947
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-06T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Black / African American / African
Data Source
OnLine
Create Dt
2019-02-07T00:00:00.000
73965
Id: 73965 • Survey Number: 50 • Survey Instance Id: 90001937
Id
73965
Survey Number
50
Survey Instance Id
90001937
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-14T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
64663
Id: 64663 • Survey Number: 50003666 • Survey Instance Id: 1796
Id
64663
Survey Number
50003666
Survey Instance Id
1796
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-30T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
72292
Id: 72292 • Survey Number: 50003666 • Survey Instance Id: 2333
Id
72292
Survey Number
50003666
Survey Instance Id
2333
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-11T00:00:00.000
Question
What service did you apply for?
Answer
Public school
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
35180
Id: 35180 • Survey Number: 25 • Survey Instance Id: 90001141
Id
35180
Survey Number
25
Survey Instance Id
90001141
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
119392
Id: 119392 • Survey Number: 59 • Survey Instance Id: 90005055
Id
119392
Survey Number
59
Survey Instance Id
90005055
Survey Status
Complete
Survey Language
English
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
122336
Id: 122336 • Survey Number: 50003666 • Survey Instance Id: 3332
Id
122336
Survey Number
50003666
Survey Instance Id
3332
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-18T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
2142857
Id: 2142857 • Survey Number: 50003666 • Survey Instance Id: 367958
Id
2142857
Survey Number
50003666
Survey Instance Id
367958
Survey Status
Complete
Survey Language
English
Dt Submitted
2025-01-14T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
OnLine
Create Dt
2025-02-09T00:00:00.000
122591
Id: 122591 • Survey Number: 73 • Survey Instance Id: 90005279
Id
122591
Survey Number
73
Survey Instance Id
90005279
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-02-19T00:00:00.000
Question
What service did you apply for?
Answer
Temporary emergency shelter
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
122108
Id: 122108 • Survey Number: 73 • Survey Instance Id: 90005233
Id
122108
Survey Number
73
Survey Instance Id
90005233
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-14T00:00:00.000
Question
What other languages do you speak?
Answer
~_____I
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
117556
Id: 117556 • Survey Number: 61 • Survey Instance Id: 90004911
Id
117556
Survey Number
61
Survey Instance Id
90004911
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
21781
Id: 21781 • Survey Number: 34 • Survey Instance Id: 90000073
Id
21781
Survey Number
34
Survey Instance Id
90000073
Survey Status
Complete
Survey Language
Chinese
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
64330
Id: 64330 • Survey Number: 50003666 • Survey Instance Id: 1771
Id
64330
Survey Number
50003666
Survey Instance Id
1771
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-27T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African American
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
68070
Id: 68070 • Survey Number: 50003666 • Survey Instance Id: 2039
Id
68070
Survey Number
50003666
Survey Instance Id
2039
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-20T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
87070
Id: 87070 • Survey Number: 50 • Survey Instance Id: 90002950
Id
87070
Survey Number
50
Survey Instance Id
90002950
Survey Status
Complete
Survey Language
English
Dt Submitted
2005-10-09T00:00:00.000
Question
How well do you speak English?
Answer
Well
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
132155
Id: 132155 • Survey Number: 50003666 • Survey Instance Id: 4001
Id
132155
Survey Number
50003666
Survey Instance Id
4001
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-14T00:00:00.000
Question
Has anyone in your household served Write in:
Answer
English
Data Source
OnLine
Create Dt
2019-03-18T00:00:00.000
85082
Id: 85082 • Survey Number: 50 • Survey Instance Id: 90002795
Id
85082
Survey Number
50
Survey Instance Id
90002795
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-14T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
234866
Id: 234866 • Survey Number: 50003666 • Survey Instance Id: 10668
Id
234866
Survey Number
50003666
Survey Instance Id
10668
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-10-08T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
120134
Id: 120134 • Survey Number: 50003666 • Survey Instance Id: 3010
Id
120134
Survey Number
50003666
Survey Instance Id
3010
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
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
104589
Id: 104589 • Survey Number: 64 • Survey Instance Id: 90003904
Id
104589
Survey Number
64
Survey Instance Id
90003904
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-12-13T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Greek
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
88016
Id: 88016 • Survey Number: 51 • Survey Instance Id: 90003021
Id
88016
Survey Number
51
Survey Instance Id
90003021
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-14T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
92788
Id: 92788 • Survey Number: 50003666 • Survey Instance Id: 2368
Id
92788
Survey Number
50003666
Survey Instance Id
2368
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-20T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
OnLine
Create Dt
2019-02-07T00:00:00.000
121817
Id: 121817 • Survey Number: 75 • Survey Instance Id: 90005205
Id
121817
Survey Number
75
Survey Instance Id
90005205
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-30T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
110227
Id: 110227 • Survey Number: 62 • Survey Instance Id: 90004344
Id
110227
Survey Number
62
Survey Instance Id
90004344
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What other languages do you speak?
Answer
Spanish
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
70292
Id: 70292 • Survey Number: 50003666 • Survey Instance Id: 2193
Id
70292
Survey Number
50003666
Survey Instance Id
2193
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-27T00:00:00.000
Question
What other languages do you speak?
Answer
Hindi
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
36446
Id: 36446 • Survey Number: 25 • Survey Instance Id: 90001241
Id
36446
Survey Number
25
Survey Instance Id
90001241
Survey Status
Complete
Survey Language
English
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
105372
Id: 105372 • Survey Number: 60 • Survey Instance Id: 90003962
Id
105372
Survey Number
60
Survey Instance Id
90003962
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-02T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
40115
Id: 40115 • Survey Number: 33 • Survey Instance Id: 90001531
Id
40115
Survey Number
33
Survey Instance Id
90001531
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
70879
Id: 70879 • Survey Number: 50003666 • Survey Instance Id: 2235
Id
70879
Survey Number
50003666
Survey Instance Id
2235
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-11T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
24812
Id: 24812 • Survey Number: 32 • Survey Instance Id: 90000315
Id
24812
Survey Number
32
Survey Instance Id
90000315
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
100567
Id: 100567 • Survey Number: 58 • Survey Instance Id: 90003588
Id
100567
Survey Number
58
Survey Instance Id
90003588
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-10T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
SW~DISH
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000