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
123733
Id: 123733 • Survey Number: 75 • Survey Instance Id: 90005381
Id
123733
Survey Number
75
Survey Instance Id
90005381
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-10T00:00:00.000
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
116882
Id: 116882 • Survey Number: 63 • Survey Instance Id: 90004861
Id
116882
Survey Number
63
Survey Instance Id
90004861
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-02T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
120732
Id: 120732 • Survey Number: 50003666 • Survey Instance Id: 3091
Id
120732
Survey Number
50003666
Survey Instance Id
3091
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-10T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
94263
Id: 94263 • Survey Number: 50003666 • Survey Instance Id: 2550
Id
94263
Survey Number
50003666
Survey Instance Id
2550
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-25T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
OnLine
Create Dt
2019-02-07T00:00:00.000
66940
Id: 66940 • Survey Number: 50003666 • Survey Instance Id: 1961
Id
66940
Survey Number
50003666
Survey Instance Id
1961
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-20T00:00:00.000
Question
What is the language you speak most at home?
Answer
English
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
129257
Id: 129257 • Survey Number: 50003666 • Survey Instance Id: 3620
Id
129257
Survey Number
50003666
Survey Instance Id
3620
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-27T00:00:00.000
Question
What is your sexual orientation?
Answer
Heterosexual (straight)
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
37359
Id: 37359 • Survey Number: 26 • Survey Instance Id: 90001315
Id
37359
Survey Number
26
Survey Instance Id
90001315
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
125753
Id: 125753 • Survey Number: 76 • Survey Instance Id: 90005561
Id
125753
Survey Number
76
Survey Instance Id
90005561
Survey Status
Complete
Survey Language
English
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
59247
Id: 59247 • Survey Number: 50003666 • Survey Instance Id: 1388
Id
59247
Survey Number
50003666
Survey Instance Id
1388
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-07-20T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Asian Indian
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
43164
Id: 43164 • Survey Number: 25 • Survey Instance Id: 90001769
Id
43164
Survey Number
25
Survey Instance Id
90001769
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
122468
Id: 122468 • Survey Number: 50003666 • Survey Instance Id: 3350
Id
122468
Survey Number
50003666
Survey Instance Id
3350
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-19T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
99442
Id: 99442 • Survey Number: 62 • Survey Instance Id: 90003501
Id
99442
Survey Number
62
Survey Instance Id
90003501
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
125012
Id: 125012 • Survey Number: 75 • Survey Instance Id: 90005501
Id
125012
Survey Number
75
Survey Instance Id
90005501
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-02T00:00:00.000
Question
What service did you apply for?
Answer
Public school
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
99214
Id: 99214 • Survey Number: 62 • Survey Instance Id: 90003483
Id
99214
Survey Number
62
Survey Instance Id
90003483
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-05T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
69899
Id: 69899 • Survey Number: 50003666 • Survey Instance Id: 2165
Id
69899
Survey Number
50003666
Survey Instance Id
2165
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-25T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Italian
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
123663
Id: 123663 • Survey Number: 75 • Survey Instance Id: 90005377
Id
123663
Survey Number
75
Survey Instance Id
90005377
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-09T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African American
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
71948
Id: 71948 • Survey Number: 50003666 • Survey Instance Id: 2310
Id
71948
Survey Number
50003666
Survey Instance Id
2310
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-12-11T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
234722
Id: 234722 • Survey Number: 50003666 • Survey Instance Id: 10650
Id
234722
Survey Number
50003666
Survey Instance Id
10650
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-10-08T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
99648
Id: 99648 • Survey Number: 64 • Survey Instance Id: 90003518
Id
99648
Survey Number
64
Survey Instance Id
90003518
Survey Status
Complete
Survey Language
English
Dt Submitted
1947-02-08T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
127435
Id: 127435 • Survey Number: 76 • Survey Instance Id: 90005713
Id
127435
Survey Number
76
Survey Instance Id
90005713
Survey Status
Complete
Survey Language
English
Dt Submitted
1993-07-05T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
42450
Id: 42450 • Survey Number: 22 • Survey Instance Id: 90001712
Id
42450
Survey Number
22
Survey Instance Id
90001712
Survey Status
Complete
Survey Language
English
Question
What races or ethnicities do you identify with?
Answer
White
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
28639
Id: 28639 • Survey Number: 19 • Survey Instance Id: 90000612
Id
28639
Survey Number
19
Survey Instance Id
90000612
Survey Status
Complete
Survey Language
Chinese
Question
How would you describe your gender?
Answer
Male
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
66258
Id: 66258 • Survey Number: 50003666 • Survey Instance Id: 1911
Id
66258
Survey Number
50003666
Survey Instance Id
1911
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-12T00:00:00.000
Question
What is your sexual orientation?
Answer
Pansexual
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
249264
Id: 249264 • Survey Number: 121 • Survey Instance Id: 90012447
Id
249264
Survey Number
121
Survey Instance Id
90012447
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2019-11-21T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
None
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
87516
Id: 87516 • Survey Number: 51 • Survey Instance Id: 90002983
Id
87516
Survey Number
51
Survey Instance Id
90002983
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-01-23T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
64622
Id: 64622 • Survey Number: 50003666 • Survey Instance Id: 1792
Id
64622
Survey Number
50003666
Survey Instance Id
1792
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-30T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Black / African American / African
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
255854
Id: 255854 • Survey Number: 121 • Survey Instance Id: 90013129
Id
255854
Survey Number
121
Survey Instance Id
90013129
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-21T00:00:00.000
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
40790
Id: 40790 • Survey Number: 22 • Survey Instance Id: 90001583
Id
40790
Survey Number
22
Survey Instance Id
90001583
Survey Status
Complete
Survey Language
English
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
129632
Id: 129632 • Survey Number: 50003666 • Survey Instance Id: 3669
Id
129632
Survey Number
50003666
Survey Instance Id
3669
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-01T00:00:00.000
Question
How well do you speak English?
Answer
Fluently/Very well
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
97757
Id: 97757 • Survey Number: 50003666 • Survey Instance Id: 3000
Id
97757
Survey Number
50003666
Survey Instance Id
3000
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Guatemalan
Data Source
OnLine
Create Dt
2019-02-07T00:00:00.000
82398
Id: 82398 • Survey Number: 51 • Survey Instance Id: 90002592
Id
82398
Survey Number
51
Survey Instance Id
90002592
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
1947-06-06T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Puerto Rican
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
122431
Id: 122431 • Survey Number: 73 • Survey Instance Id: 90005263
Id
122431
Survey Number
73
Survey Instance Id
90005263
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-02-19T00:00:00.000
Question
How well do you speak English?
Answer
Not well
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
63308
Id: 63308 • Survey Number: 50003666 • Survey Instance Id: 1697
Id
63308
Survey Number
50003666
Survey Instance Id
1697
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-19T00:00:00.000
Question
How would you describe your gender?
Answer
Cisgender
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
33104
Id: 33104 • Survey Number: 34 • Survey Instance Id: 90000974
Id
33104
Survey Number
34
Survey Instance Id
90000974
Survey Status
Complete
Survey Language
Spanish
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
74080
Id: 74080 • Survey Number: 55 • Survey Instance Id: 90001947
Id
74080
Survey Number
55
Survey Instance Id
90001947
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-14T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
White
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
237701
Id: 237701 • Survey Number: 50003666 • Survey Instance Id: 11077
Id
237701
Survey Number
50003666
Survey Instance Id
11077
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-10-22T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
80229
Id: 80229 • Survey Number: 51 • Survey Instance Id: 90002427
Id
80229
Survey Number
51
Survey Instance Id
90002427
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
86361
Id: 86361 • Survey Number: 52 • Survey Instance Id: 90002894
Id
86361
Survey Number
52
Survey Instance Id
90002894
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
34041
Id: 34041 • Survey Number: 27 • Survey Instance Id: 90001052
Id
34041
Survey Number
27
Survey Instance Id
90001052
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
124469
Id: 124469 • Survey Number: 73 • Survey Instance Id: 90005449
Id
124469
Survey Number
73
Survey Instance Id
90005449
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-02-19T00:00:00.000
Question
What service did you apply for?
Answer
Senior Center
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
89188
Id: 89188 • Survey Number: 51 • Survey Instance Id: 90003113
Id
89188
Survey Number
51
Survey Instance Id
90003113
Survey Status
Complete
Survey Language
English
Dt Submitted
1945-09-06T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
White
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
68791
Id: 68791 • Survey Number: 50003666 • Survey Instance Id: 2089
Id
68791
Survey Number
50003666
Survey Instance Id
2089
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-20T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
Russian
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
88858
Id: 88858 • Survey Number: 55 • Survey Instance Id: 90003087
Id
88858
Survey Number
55
Survey Instance Id
90003087
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-10-24T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
34463
Id: 34463 • Survey Number: 29 • Survey Instance Id: 90001086
Id
34463
Survey Number
29
Survey Instance Id
90001086
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
75151
Id: 75151 • Survey Number: 51 • Survey Instance Id: 90002029
Id
75151
Survey Number
51
Survey Instance Id
90002029
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-10-22T00:00:00.000
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
261221
Id: 261221 • Survey Number: 122 • Survey Instance Id: 90013691
Id
261221
Survey Number
122
Survey Instance Id
90013691
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-21T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
264734
Id: 264734 • Survey Number: 122 • Survey Instance Id: 90014042
Id
264734
Survey Number
122
Survey Instance Id
90014042
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-09-24T00:00:00.000
Question
What is the language you speak most at home?
Answer
ENGLISH
Answer Is Optional
1
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
38975
Id: 38975 • Survey Number: 34 • Survey Instance Id: 90001441
Id
38975
Survey Number
34
Survey Instance Id
90001441
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
81722
Id: 81722 • Survey Number: 55 • Survey Instance Id: 90002539
Id
81722
Survey Number
55
Survey Instance Id
90002539
Survey Status
Complete
Survey Language
English
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
28359
Id: 28359 • Survey Number: 29 • Survey Instance Id: 90000590
Id
28359
Survey Number
29
Survey Instance Id
90000590
Survey Status
Complete
Survey Language
Chinese
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000