Setting up

Demographic Subgroups

Adding variables for Race, Gender, Borough and Household adult count.

Create Weights

Weight the entire sample of each survey was weighted by race and borough together. To obtain a weight for that particular race in a particular borough, the NYC proportion from the Census Bureau “ACS Demographic and Housing Estimates” was divided by the Communities Speak portion.

The Communities Speak dataset has there are six racial categories: White alone, Black alone, Asian alone, Hispanic (containing Hispanic, White Hispanic, Black Hispanic, Asian Hispanic, Hawaiian or Pacific Islander Hispanic, Native Hispanic, and Other Hispanic). Else: Other, Two or More Races (except Hispanic), Hawaiian or Pacific Islander, Native, and Prefer Not to Answer.

In the Communities Speak dataset respondents were also asked to identify their borough and zip code in every survey (except the 2023 spring survey when only the zip code was asked and it was used to retrieve the borough).

The Census Bureau’s ” American Community Survey Demographic and Housing Estimates” used is the ACS 1-Year Estimates Data Profiles for 2022. The specific categories used are the Hispanic or Latino and Race: Hispanic or Latino (of any race); Other Hispanic or Latino; White alone; Black alone; American Indian and Alaska Native alone; Asian alone; Native Hawaiian and Other Pacific Islander alone; Some Other Race alone, Two or More Races. The same data, but divided by borough, are used to also weight by geographic location: Brooklyn, Bronx, Manhattan, and Queens (the dataset does not contain enough observations to include Staten Island).

Format Tables

Wrangling Data

Create a function that will create Excel File(wb), save data to that file, iterate over each item in result list and retrieve reshaped data frame

Difficulties Accessing Childcare

Tables Shown Below
Accessing Childcare For Houses With Young Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 99 42.52% 23 49.44%†† 45 23.83%† 75 29.29% 63 28.37%
black 58 32.64% 16 62.26%†† 20 12.07%†† 38 21.23%† 19 62.91%††
white 60 49.91% 26 68.32%†† 29 10.12%†† 127 27.59% 68 29.98%
asian 22 21.36%†† NA NA 15 19.72%†† 17 13.66%†† 16 44.73%††
else 21 52.71%†† 3 32.9%†† 2 50%†† 14 41.41%†† 10 52.54%††
Note:
Note: Table scaled down for better fit.
Accessing Childcare For Houses With Young Children By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
bronx 50 40.54% 21 67%†† 28 26.1%†† 68 27.08% 40 39.54%†
brooklyn 68 35.58% 18 61.13%†† 23 16.85%†† 38 30.49%† 45 44.44%†
queens 67 41.37% 7 18.6%†† 17 17.66%†† 47 24.32%† 33 41.72%†
manhattan 58 54.66% 14 78.83%†† 39 10.52%† 113 17.2% 41 36.09%†
si 19 21.18%†† 7 54.14%†† 3 37.36%†† 9 53.67%†† 16 12.7%††
Affording Childcare For Houses With Young Children By Gender
Gender Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
female 50 43.29% 15 63.07%†† 16 21.68%†† 33 41.08%† 16 67.26%††
male 10 32.17%†† 3 73.99%†† 11 0%†† 9 12.77%†† 6 0%††
Accessing Childcare For Houses With Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
266 40.01% 69 56.28% 111 18.4% 277 25.93% 176 38.62%

2. Difficulty affording childcare

Affording Childcare For Houses With Young Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 89 58.75% 24 43.62%†† 52 23.4% 75 31.22% 67 31.31%
black 62 49% 15 45.58%†† 28 8.6%†† 38 24.43%† 19 73.67%††
white 71 49.66% 26 69.41%†† 26 30.01%†† 124 26.19% 68 39.83%
else 19 23.02%†† 3 81.01%†† 3 30.18%†† 14 35.97%†† 10 38.44%††
asian 21 60.97%†† 1 0%†† 15 24.95%†† 17 24.65%†† 16 34.98%††
Affording Childcare For Houses With Young Children By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
bronx 40 64.69%† 21 45.49%†† 32 19.75%† 68 30.52% 41 38.62%†
brooklyn 81 46.29% 19 65.51%†† 31 19.32%† 35 28.52%† 47 48.72%†
queens 63 47.58% 6 40.86%†† 21 23.34%†† 47 27.24%† 33 52.4%†
manhattan 61 55.32% 15 70.48%†† 38 20.68%† 113 20.74% 41 31.11%†
si 18 72.56%†† 7 25.05%†† 2 50%†† 9 61.9%†† 16 25.41%††
Affording Childcare For Houses With Young Children By Gender
Gender Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
female 46 72.12%† 13 39.39%†† 19 33.37%†† 33 39.31%† 17 54.16%††
male 10 41.75%†† 3 27.21%†† 10 7.34%†† 9 0%†† 6 0%††
transgender NA NA NA NA NA NA NA NA 1 0%††
Affording Childcare For Houses With Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
266 53.11% 69 52.4% 125 21.74% 274 27.96% 180 42.61%

Difficulty accessing resources (Tables 5, 6, 7, Appendix)

1. Worried about food running out

Tables Shown Below

Worried About Food Running Out By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 658 40.67% 191 22.1% 392 35.6% 325 29.74% 289 33.31%
white 715 16.98% 440 5.45% 368 18.4% 784 9.26% 627 9.52%
else 164 32.2% 26 20.34%†† 68 26.41% 127 11.95% 120 25.13%
asian 204 26.95% 98 12.81% 190 11.54% 122 7.15% 132 14.66%
black 502 36.41% 100 16.52% 290 29.87% 251 27.51% 159 21.27%
Worried About Food Running Out For Houses With Young Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 99 45.12% 32 21.01%† 66 36.73% 75 31.46% 61 32.07%
black 58 34.73% 20 34.36%†† 32 40.47%† 37 27.3%† 19 43.1%††
white 60 23.52% 30 11.28%† 46 24.35%† 127 10.66% 67 6.15%
asian 22 64.2%†† 3 66.3%†† 25 23.32%†† 17 0%†† 17 20.91%††
else 21 18.6%†† 2 57.95%†† 5 48.19%†† 14 9.89%†† 10 20.29%††
Worried About Food Running Out For Houses Without Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 277 34.83% 104 17.38% 234 33.3% 165 25.5% 123 21.8%
white 512 17.37% 360 5.09% 233 10.56% 563 7.72% 502 9.87%
asian 134 21.82% 77 14.32% 126 10.14% 91 9.33% 88 11.84%
black 283 35.74% 53 7.17% 197 25.97% 141 24.67% 113 14.74%
else 109 32.11% 21 22.51%†† 51 22.85% 95 11.12% 85 21.36%
Worried About Food Running Out By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
manhattan 691 21.81% 305 12.66% 402 30.39% 553 18.7% 379 18.71%
bronx 437 39.81% 138 28.86% 294 37.8% 376 27.69% 251 31.12%
brooklyn 561 30.84% 203 7.68% 286 24.82% 336 16.17% 324 15.26%
queens 551 32.43% 136 14.78% 272 15.18% 340 13.56% 297 21.52%
si 77 33.31% 72 11.64% 45 21.12%† 57 26.42% 72 17.37%
Worried About Food Running Out For Houses With Young Children By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
bronx 50 51.43% 28 24.06%†† 41 53.38%† 67 29.73% 38 41.62%†
brooklyn 68 35.71% 22 31.68%†† 35 22.68%† 38 17.35%† 46 20.49%†
queens 67 37.85% 8 20.94%†† 37 26.47%† 47 1.18%† 32 33.9%†
manhattan 58 32.84% 20 10.79%†† 57 45.2% 113 26.5% 41 22.1%†
si 19 45.32%†† 9 27.62%†† 5 0%†† 9 55.28%†† 16 6.38%††
Worried About Food Running Out For Houses With Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
266 39.91% 89 24.55% 176 32.7% 276 20.52% 174 26.1%
Worried About Food Running Out For Houses Without Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
1382 27.44% 627 10.89% 852 20.54% 1109 15.45% 911 14.54%

2. Food ran out

Food Ran Out n By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 658 18.58% 191 11.68% 392 22.76% 325 14.23% 289 18.65%
white 715 6.52% 440 2.37% 368 11.12% 784 6.52% 627 6.06%
else 164 13.49% 26 6.11%†† 68 17.07% 127 8.68% 120 13.3%
asian 204 9.93% 98 3.92% 190 8.52% 122 13.85% 132 6.78%
black 502 18.06% 100 9.39% 290 20.02% 251 11.77% 159 10.88%
Food Ran Out For Houses With Young Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 99 19.59% 32 13.09%† 66 21.51% 75 16.93% 61 17.87%
black 58 15.9% 20 17.7%†† 32 29.12%† 37 20.58%† 19 24.15%††
white 60 19.85% 30 0%† 46 26.68%† 127 12.49% 67 7.79%
asian 22 2.96%†† 3 33.7%†† 25 17.61%†† 17 0%†† 17 14.53%††
else 21 4.69%†† 2 57.95%†† 5 20.83%†† 14 8.65%†† 10 10.15%††
Food Ran Out For Houses By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
manhattan 691 12.8% 305 10.07% 402 16.28% 553 13.92% 379 9.13%
bronx 437 16.81% 138 11.64% 294 25.15% 376 13.17% 251 14.55%
brooklyn 561 14.17% 203 3.84% 286 19.05% 336 8.31% 324 10.55%
queens 551 14.09% 136 4% 272 10.36% 340 7.78% 297 10.46%
si 77 6.54% 72 9.92% 45 4.35%† 57 21.98% 72 14.66%
Food Ran Out For Houses With Young Children By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
bronx 50 13.39% 28 11.92%†† 41 30.54%† 67 9.48% 38 19.48%†
brooklyn 68 13.26% 22 17.2%†† 35 29.43%† 38 17.35%† 46 19.89%†
queens 67 16.37% 8 0%†† 37 12.33%† 47 6.58%† 32 10.66%†
manhattan 58 25.49% 20 14.9%†† 57 26.43% 113 16.4% 41 12.74%†
si 19 14.78%†† 9 20.86%†† 5 22.97%†† 9 41.61%†† 16 11.74%††
Food Ran Out For Houses With Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
266 16.09% 89 13% 176 23.42% 276 14.14% 174 15.92%
Food Ran Out For Houses Without Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
1382 12.4% 627 4.31% 852 13.43% 1109 10.41% 911 7.88%

3. Food insecure

Food Insecure By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 277 42.79% 116 62.98% 276 60.98% 334 40.36% 310 43.21%
white 512 19.6% 172 29.66% 192 44.59% 797 13.42% 633 17.01%
asian 134 23.65% 53 36.96% 96 33.21% 128 10.61% 133 17.73%
black 283 38.99% 59 36.34% 200 60.56% 254 30.23% 162 32.33%
else 109 33.18% 19 63.53%†† 39 57.97%† 129 20.86% 138 39.42%
Food Insecure For Houses With Young Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 99 52.13% 18 46.53%†† 55 51.29% 75 37.02% 67 44.85%
black 58 39.33% 11 67.98%†† 28 61.67%†† 38 45.37%† 19 56.48%††
white 60 37.66% 16 33.83%†† 30 60.54%† 127 8.87% 68 17.54%
asian 22 64.2%†† 2 100%†† 17 39.01%†† 17 6.89%†† 16 33.21%††
else 21 18.6%†† 3 100%†† 3 30.18%†† 14 18.67%†† 10 37.47%††
Food Insecure By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
manhattan 479 23.21% 159 42.14% 245 49.21% 561 20.64% 390 24.55%
bronx 190 41.04% 80 61.15% 203 64.08% 385 40.77% 274 43.55%
brooklyn 359 29.52% 86 38.21% 184 55.54% 341 23.07% 328 24.63%
queens 311 33.6% 60 38.76% 137 44.81% 348 16.86% 302 28.65%
si 29 35.86%†† 36 58%† 25 48.29%†† 58 30.18% 74 33.99%
Food Insecure For Houses With Young Children By Boro
Borough Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
bronx 50 51.43% 15 63.04%†† 32 69.88%† 68 40.64% 41 49.18%†
brooklyn 68 47.72% 10 64.35%†† 32 53.1%† 38 29.69%† 47 31.34%†
queens 67 45.98% 7 34.62%†† 23 38.85%†† 47 6.58%† 33 43.02%†
manhattan 58 36.61% 12 50.29%†† 43 51.38%† 113 19.64% 41 41.6%†
si 19 52.71%†† 7 74.32%†† 3 74.72%†† 9 79.81%†† 16 32.24%††
Food Insecure For Houses With Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
266 46.73% 51 56.3% 134 53.06% 277 26.61% 180 38.95%
Food Insecure For Houses Without Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Weighted yes responses Weighted % Weighted yes responses Weighted % Weighted yes responses Weighted % Weighted yes responses Weighted % Weighted yes responses
0 122 46.73% NA NA NA NA NA NA NA
1 NA NA 113.6 40.96% 231.8 50.44% 243.95 22.62% 213.65

4. Difficulty paying bills

Difficulty Paying Bills For Households With Young Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 99 55.67% 16 32.85%†† 52 54.31% 75 26.41% 67 18.16%
black 58 37.87% 10 73.91%†† 28 35.29%†† 38 45.09%† 19 34.48%††
white 60 27.04% 11 43.62%†† 26 58.46%†† 124 11.71% 68 18.83%
asian 22 16.86%†† 2 0%†† 15 12.67%†† 17 13.66%†† 16 18.06%††
else 21 44.96%†† 3 32.9%†† 3 60.21%†† 14 14.23%†† 10 16.25%††
Difficulty Paying Bills For Households With Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
266 40.94% 43 45.35%† 125 45.85% 274 24.03% 180 21.51%
Difficulty Paying Bills For Households Without Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
1382 41% 240 39.54% 447 45.11% 1121 18.79% 912 22.47%

5. Difficulty paying rent

Difficulty Paying Rent For Households With Young Children By Race
Race Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
hispanic 99 46.45% 16 62.17%†† 52 56.21% 75 41.87% 67 23.08%
black 58 32.01% 10 78.67%†† 28 57.83%†† 38 41.5%† 19 32.78%††
white 60 23.33% 11 43.91%†† 26 54.78%†† 124 16% 68 19.82%
asian 22 21.89%†† 2 100%†† 15 26.47%†† 17 17.87%†† 16 10.9%††
else 21 34.88%†† 3 32.9%†† 3 69.82%†† 14 43.39%†† 10 32.39%††
Difficulty Paying Rent For Households With Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
266 35.26% 43 61.12%† 125 53.06% 274 32% 180 23.45%
Difficulty Paying Rent For Households Without Young Children
Fall 2021/Spring 2022 Fall 2022 Spring 2023 Fall 2023 Spring 2024
Total Weighted % Total Weighted % Total Weighted % Total Weighted % Total Weighted %
1382 31.93% 240 46.18% 447 47.18% 1121 23.46% 912 25.87%

Frequency tables (Appendix)

Frequency By Race

Race Appendix For Households With Young Children
race_census count_BS_2 count_BS_3 count_BS_4 count_BS_5 count_BS_6 count_BS_7
asian 2 24 4 25 21 20
black 11 62 25 32 39 21
else 6 18 4 5 15 15
hispanic 18 93 37 68 87 70
white 14 64 32 49 138 73

Frequency by borough

Boro Appendix For Households With Young Children
borough count_BS_2 percent_BS_2 count_BS_3 percent_BS_3 count_BS_4 percent_BS_4 count_BS_5 percent_BS_5 count_BS_6 percent_BS_6 count_BS_7 percent_BS_7
bronx 21 42% 34 13% 32 31% 43 24% 75 25% 45 23%
brooklyn 8 16% 81 31% 26 25% 36 20% 46 15% 52 26%
manhattan 10 20% 60 23% 24 23% 58 32% 122 40% 45 23%
queens 10 20% 72 27% 13 12% 38 21% 53 17% 38 19%
si 1 2% 18 7% 9 9% 5 3% 9 3% 17 9%

Maps

Difficulty accessing and affording child care by neighborhood, for the neighborhood with 10 or more total respondents in 2023 and summer 2024
Borough Neighborhood Difficulty accessing child care (%) Difficulty affording child care (%) Number of respondents
Bronx Crotona - Tremont 18.8 12.5 16
Bronx Fordham - Bronx Park 15.8 15.8 19
Bronx High Bridge - Morrisania 18.8 25.0 32
Bronx Hunts Point - Mott Haven 32.1 25.0 28
Bronx Northeast Bronx 43.8 25.0 16
Bronx Pelham - Throgs Neck 26.9 26.9 26
Brooklyn Bedford Stuyvesant - Crown Heights 35.0 25.0 20
Brooklyn Downtown - Heights - Park Slope 30.8 23.1 13
Brooklyn Williamsburg - Bushwick 15.4 38.5 13
Manhattan Central Harlem - Morningside Heights 30.0 35.0 20
Manhattan Chelsea - Clinton 19.6 13.7 51
Manhattan East Harlem 8.7 13.0 23
Manhattan Greenwich Village - SoHo 8.0 16.0 25
Manhattan Lower Manhattan 0.0 23.8 21
Queens Lower Manhattan NA NA 1
Manhattan Union Square - Lower East Side 26.1 30.4 23
Manhattan Upper West Side 0.0 15.0 20
Queens Long Island City - Astoria 31.2 25.0 16
Queens Long Island City - Astoria NA NA 3
Queens Ridgewood - Forest Hills 11.1 16.7 18
Queens Ridgewood - Forest Hills 47.1 35.3 17
Queens Southwest Queens 0.0 16.7 12
Queens Southwest Queens NA NA 1
Queens West Queens 5.9 5.9 17
Queens West Queens NA NA 1
Table A1. Total Valid Responses by Year
survey total_valid_responses
2 1167
3 2321
4 1050
5 1396
6 1870
7 1526
Table A2. Respondents From Households With at Least One Child 0–5 by Year
survey respondents_with_child_0_5
2 54
3 265
4 106
5 182
6 307
7 199
Table A3. Total Families With Children by Year
survey families_with_children
2 306
3 816
4 289
5 493
6 632
7 397
Table A4. Number and Percent Black, Hispanic, Asian, White by Year
survey n_asian n_black n_hispanic n_white percent_asian percent_black percent_hispanic percent_white
2 69 201 220 516 0.8 2.4 2.6 6.1
3 249 509 595 774 3.0 6.0 7.1 9.2
4 130 122 231 510 1.5 1.4 2.7 6.0
5 196 298 415 392 2.3 3.5 4.9 4.6
6 142 278 380 857 1.7 3.3 4.5 10.2
7 168 171 342 674 2.0 2.0 4.1 8.0
Table A5. Number and Percent by Borough by Year
survey n_bronx n_brooklyn n_manhattan n_queens n_si percent_bronx percent_brooklyn percent_manhattan percent_queens percent_si
2 278 211 450 170 24 3.0 2.3 4.9 1.8 0.3
3 244 671 653 672 81 2.6 7.3 7.1 7.3 0.9
4 178 243 364 170 75 1.9 2.6 3.9 1.8 0.8
5 312 298 426 284 46 3.4 3.2 4.6 3.1 0.5
6 420 373 611 389 63 4.6 4.0 6.6 4.2 0.7
7 297 390 419 332 80 3.2 4.2 4.5 3.6 0.9
Table A6. Number and Percent Men vs. Women by Year
survey