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
106773
Id: 106773 • Survey Number: 64 • Survey Instance Id: 90004074
Id
106773
Survey Number
64
Survey Instance Id
90004074
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-12-21T00:00:00.000
Question
What other languages do you speak?
Answer
Chinese Mandarin
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
117678
Id: 117678 • Survey Number: 62 • Survey Instance Id: 90004921
Id
117678
Survey Number
62
Survey Instance Id
90004921
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
249684
Id: 249684 • Survey Number: 110 • Survey Instance Id: 90012490
Id
249684
Survey Number
110
Survey Instance Id
90012490
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-06-28T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
128779
Id: 128779 • Survey Number: 50003666 • Survey Instance Id: 3558
Id
128779
Survey Number
50003666
Survey Instance Id
3558
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-02-26T00:00:00.000
Question
Has anyone in your household served Write in:
Answer
Spanish
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
108152
Id: 108152 • Survey Number: 61 • Survey Instance Id: 90004180
Id
108152
Survey Number
61
Survey Instance Id
90004180
Survey Status
Complete
Survey Language
English
Dt Submitted
1963-03-13T00:00:00.000
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
69618
Id: 69618 • Survey Number: 50003666 • Survey Instance Id: 2144
Id
69618
Survey Number
50003666
Survey Instance Id
2144
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-21T00:00:00.000
Question
What sex were you given at birth?
Answer
Male
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
244058
Id: 244058 • Survey Number: 50003666 • Survey Instance Id: 11977
Id
244058
Survey Number
50003666
Survey Instance Id
11977
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-15T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
99333
Id: 99333 • Survey Number: 58 • Survey Instance Id: 90003493
Id
99333
Survey Number
58
Survey Instance Id
90003493
Survey Status
Complete
Survey Language
Chinese
Dt Submitted
2018-12-27T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
107371
Id: 107371 • Survey Number: 59 • Survey Instance Id: 90004121
Id
107371
Survey Number
59
Survey Instance Id
90004121
Survey Status
Complete
Survey Language
Russian
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
132426
Id: 132426 • Survey Number: 50003666 • Survey Instance Id: 4041
Id
132426
Survey Number
50003666
Survey Instance Id
4041
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-15T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-03-18T00:00:00.000
102285
Id: 102285 • Survey Number: 63 • Survey Instance Id: 90003726
Id
102285
Survey Number
63
Survey Instance Id
90003726
Survey Status
Complete
Survey Language
English
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
40318
Id: 40318 • Survey Number: 32 • Survey Instance Id: 90001548
Id
40318
Survey Number
32
Survey Instance Id
90001548
Survey Status
Complete
Survey Language
Chinese
Question
What races or ethnicities do you identify with?
Answer
White
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
128036
Id: 128036 • Survey Number: 50003666 • Survey Instance Id: 3453
Id
128036
Survey Number
50003666
Survey Instance Id
3453
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-21T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
116129
Id: 116129 • Survey Number: 61 • Survey Instance Id: 90004802
Id
116129
Survey Number
61
Survey Instance Id
90004802
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
1946-07-25T00:00:00.000
Question
How well do you speak English?
Answer
Well
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
33843
Id: 33843 • Survey Number: 25 • Survey Instance Id: 90001036
Id
33843
Survey Number
25
Survey Instance Id
90001036
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
252365
Id: 252365 • Survey Number: 115 • Survey Instance Id: 90012765
Id
252365
Survey Number
115
Survey Instance Id
90012765
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-08-22T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
85451
Id: 85451 • Survey Number: 51 • Survey Instance Id: 90002822
Id
85451
Survey Number
51
Survey Instance Id
90002822
Survey Status
Complete
Survey Language
Russian
Dt Submitted
1940-09-13T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
243989
Id: 243989 • Survey Number: 117 • Survey Instance Id: 90011911
Id
243989
Survey Number
117
Survey Instance Id
90011911
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-07-18T00:00:00.000
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
123738
Id: 123738 • Survey Number: 75 • Survey Instance Id: 90005381
Id
123738
Survey Number
75
Survey Instance Id
90005381
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-12-10T00:00:00.000
Question
Do you want to answer the questions?
Answer
Yes
Data Source
Paper
Create Dt
2019-02-19T00:00:00.000
112437
Id: 112437 • Survey Number: 64 • Survey Instance Id: 90004519
Id
112437
Survey Number
64
Survey Instance Id
90004519
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-01-02T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
100313
Id: 100313 • Survey Number: 58 • Survey Instance Id: 90003569
Id
100313
Survey Number
58
Survey Instance Id
90003569
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
What other languages do you speak?
Answer
French
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
117590
Id: 117590 • Survey Number: 60 • Survey Instance Id: 90004913
Id
117590
Survey Number
60
Survey Instance Id
90004913
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
119642
Id: 119642 • Survey Number: 61 • Survey Instance Id: 90005074
Id
119642
Survey Number
61
Survey Instance Id
90005074
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
85968
Id: 85968 • Survey Number: 52 • Survey Instance Id: 90002864
Id
85968
Survey Number
52
Survey Instance Id
90002864
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-02T00:00:00.000
Question
How would you describe your gender?
Answer
Male
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
118499
Id: 118499 • Survey Number: 60 • Survey Instance Id: 90004986
Id
118499
Survey Number
60
Survey Instance Id
90004986
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
27337
Id: 27337 • Survey Number: 28 • Survey Instance Id: 90000513
Id
27337
Survey Number
28
Survey Instance Id
90000513
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
104552
Id: 104552 • Survey Number: 63 • Survey Instance Id: 90003901
Id
104552
Survey Number
63
Survey Instance Id
90003901
Survey Status
Complete
Survey Language
English
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
35526
Id: 35526 • Survey Number: 33 • Survey Instance Id: 90001168
Id
35526
Survey Number
33
Survey Instance Id
90001168
Survey Status
Complete
Survey Language
English
Question
What other languages do you speak?
Answer
Italian
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
243853
Id: 243853 • Survey Number: 50003666 • Survey Instance Id: 11954
Id
243853
Survey Number
50003666
Survey Instance Id
11954
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
66720
Id: 66720 • Survey Number: 50003666 • Survey Instance Id: 1948
Id
66720
Survey Number
50003666
Survey Instance Id
1948
Survey Status
Complete
Survey Language
English
Dt Submitted
2018-11-20T00:00:00.000
Question
What other languages do you speak?
Answer
Chinese Mandarin
Data Source
OnLine
Create Dt
2019-01-11T00:00:00.000
251508
Id: 251508 • Survey Number: 115 • Survey Instance Id: 90012681
Id
251508
Survey Number
115
Survey Instance Id
90012681
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2019-07-30T00:00:00.000
Question
What is the language you speak most at home?
Answer
Spanish
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
235231
Id: 235231 • Survey Number: 50003666 • Survey Instance Id: 10730
Id
235231
Survey Number
50003666
Survey Instance Id
10730
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-10-10T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
OnLine
Create Dt
2019-11-21T00:00:00.000
117700
Id: 117700 • Survey Number: 61 • Survey Instance Id: 90004924
Id
117700
Survey Number
61
Survey Instance Id
90004924
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-07T00:00:00.000
Question
How would you describe your gender?
Answer
Female
Data Source
Paper
Create Dt
2019-02-07T00:00:00.000
248226
Id: 248226 • Survey Number: 120 • Survey Instance Id: 90012337
Id
248226
Survey Number
120
Survey Instance Id
90012337
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-11-21T00:00:00.000
Question
What ancestries or heritages do you identify with?
Answer
African Subsaharan African
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
72384
Id: 72384 • Survey Number: 50003666 • Survey Instance Id: 2340
Id
72384
Survey Number
50003666
Survey Instance Id
2340
Survey Status
Complete
Survey Language
English
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
252627
Id: 252627 • Survey Number: 114 • Survey Instance Id: 90012796
Id
252627
Survey Number
114
Survey Instance Id
90012796
Survey Status
Complete
Survey Language
English
Dt Submitted
0003-05-05T00:00:00.000
Question
What other languages do you speak?
Answer
English
Data Source
Paper
Create Dt
2019-11-21T00:00:00.000
35601
Id: 35601 • Survey Number: 22 • Survey Instance Id: 90001175
Id
35601
Survey Number
22
Survey Instance Id
90001175
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
98462
Id: 98462 • Survey Number: 59 • Survey Instance Id: 90003428
Id
98462
Survey Number
59
Survey Instance Id
90003428
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
120450
Id: 120450 • Survey Number: 50003666 • Survey Instance Id: 3052
Id
120450
Survey Number
50003666
Survey Instance Id
3052
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-02-08T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-02-19T00:00:00.000
86630
Id: 86630 • Survey Number: 51 • Survey Instance Id: 90002915
Id
86630
Survey Number
51
Survey Instance Id
90002915
Survey Status
Complete
Survey Language
English
Dt Submitted
2918-12-14T00:00:00.000
Question
What other languages do you speak?
Answer
Arabic
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
98136
Id: 98136 • Survey Number: 62 • Survey Instance Id: 90003403
Id
98136
Survey Number
62
Survey Instance Id
90003403
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
36405
Id: 36405 • Survey Number: 33 • Survey Instance Id: 90001238
Id
36405
Survey Number
33
Survey Instance Id
90001238
Survey Status
Complete
Survey Language
English
Question
Are you intersex?
Answer
No
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
129670
Id: 129670 • Survey Number: 50003666 • Survey Instance Id: 3679
Id
129670
Survey Number
50003666
Survey Instance Id
3679
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-01T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
OnLine
Create Dt
2019-03-08T00:00:00.000
117378
Id: 117378 • Survey Number: 61 • Survey Instance Id: 90004898
Id
117378
Survey Number
61
Survey Instance Id
90004898
Survey Status
Complete
Survey Language
Spanish
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
89766
Id: 89766 • Survey Number: 51 • Survey Instance Id: 90003153
Id
89766
Survey Number
51
Survey Instance Id
90003153
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-01-23T00:00:00.000
Question
What races or ethnicities do you identify with?
Answer
Hispanic or Latino
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
36703
Id: 36703 • Survey Number: 17 • Survey Instance Id: 90001264
Id
36703
Survey Number
17
Survey Instance Id
90001264
Survey Status
Complete
Survey Language
Chinese
Question
What is the language you speak most at home?
Answer
English
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000
82825
Id: 82825 • Survey Number: 55 • Survey Instance Id: 90002625
Id
82825
Survey Number
55
Survey Instance Id
90002625
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
82750
Id: 82750 • Survey Number: 54 • Survey Instance Id: 90002619
Id
82750
Survey Number
54
Survey Instance Id
90002619
Survey Status
Complete
Survey Language
Spanish
Dt Submitted
2018-08-11T00:00:00.000
Question
What sex were you given at birth?
Answer
Female
Data Source
Paper
Create Dt
2019-01-23T00:00:00.000
131559
Id: 131559 • Survey Number: 50003666 • Survey Instance Id: 3925
Id
131559
Survey Number
50003666
Survey Instance Id
3925
Survey Status
Complete
Survey Language
English
Dt Submitted
2019-03-08T00:00:00.000
Question
Do you want to answer the questions?
Answer
No
Data Source
OnLine
Create Dt
2019-03-14T00:00:00.000
30616
Id: 30616 • Survey Number: 22 • Survey Instance Id: 90000772
Id
30616
Survey Number
22
Survey Instance Id
90000772
Survey Status
Complete
Survey Language
English
Question
How well do you speak English?
Answer
Not at all
Data Source
Paper
Create Dt
2018-12-18T00:00:00.000