Air Quality Analysis in NYC
Amish Rasheed
2024-12-10
Introduction
Motivation
Air pollution is a critical public health concern, with PM2.5 (fine particulate matter) being one of the most harmful pollutants due to its ability to penetrate deep into the lungs and bloodstream. Numerous studies have highlighted the adverse health impacts of PM2.5, including respiratory and cardiovascular diseases. New York City, with its dense population and varied sources of pollution, offers a unique opportunity to study the dynamics of PM2.5 levels.
While the impacts of PM2.5 on public health are well-documented, there is a need to explore its potential interactions with other emergent public health crises. The COVID-19 pandemic has raised questions about the role of environmental factors, such as air pollution, in exacerbating disease transmission and severity. In this analysis I wanted to examine the relationship between PM2.5 levels and COVID-19 case rates in NYC.
Additionally, I wanted to integrate live PM2.5 levels into this analysis.
Objectives
The primary objectives of this analysis are:
- PM2.5 Analysis: Analyze historical PM2.5 data in NYC, exploring spatial and temporal variations across neighborhoods.
- COVID-19 Correlation: Investigate the correlation between PM2.5 levels and COVID-19 case rates to understand potential environmental influences on the pandemic.
- Real-Time Monitoring: Utilize an API to incorporate live PM2.5 data, providing insights into current air quality levels and their implications.
- Advanced Analysis:
- Apply clustering techniques to identify patterns in PM2.5 levels by neighborhood.
- Explore geospatial relationships between air quality, COVID-19 rates, and neighborhood characteristics.
- Perform regression analysis to quantify relationships between PM2.5 and health outcomes.
Data Overview
Data Source
- The PM2.5 data sourced from the NYC Environmental Public Health Tracking Portal.
- Covid caserate data: https://github.com/nychealth/coronavirus-data/tree/master/trends
Data Cleaning and Preprocessing
The datasets were merged and cleaned to ensure consistency. Key preprocessing steps include: - Mapping geographic regions using UHF IDs and ZIP codes. - Standardizing units for clustering and regression analysis. - Extracting and formatting time periods for seasonal trends analysis.
Data Loading and Preprocessing
library(readr)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(ggplot2)
library(factoextra)## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBalibrary(httr)
library(jsonlite)
library(cluster)
library(leaflet)
library(dplyr)
library(car)## Loading required package: carData##
## Attaching package: 'car'## The following object is masked from 'package:dplyr':
##
## recodelibrary(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ lubridate 1.9.3 ✔ tibble 3.2.1
## ✔ purrr 1.0.2 ✔ tidyr 1.3.1## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ purrr::flatten() masks jsonlite::flatten()
## ✖ dplyr::lag() masks stats::lag()
## ✖ car::recode() masks dplyr::recode()
## ✖ purrr::some() masks car::some()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorscovid_caserate_csv <- "data/caserate-by-modzcta.csv"
location_csv <- "data/location.csv"
asthma_emergency_department_visits_PM2.5_csv <- "data/NYC EH Data Portal - Asthma emergency department visits due to PM2.5 (full table).csv"
deaths_pm2.5_csv <- "data/NYC EH Data Portal - Deaths due to PM2.5 (full table).csv"
fine_particles_2.5_csv <- "data/NYC EH Data Portal - Fine particles (PM 2.5) (full table).csv"
respiratory_hospitalizations_2.5_csv <- "data/NYC EH Data Portal - Respiratory hospitalizations due to PM2.5 (age 20+) (full table).csv"
uhf_to_zip_csv <- "data/uhf-to-zip crosswalk.csv"
# Load the CSV file into a data frame
covid_caserate <- read_csv(covid_caserate_csv)## Rows: 247 Columns: 184
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (1): week_ending
## dbl (183): CASERATE_CITY, CASERATE_BX, CASERATE_BK, CASERATE_MN, CASERATE_QN...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.location <- read_csv(location_csv)## Rows: 17 Columns: 5
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): SiteID, SiteName, Address
## dbl (2): Latitude, Longitude
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.asthma_emergency_department_visits_PM2.5 <- read_csv(asthma_emergency_department_visits_PM2.5_csv)## Rows: 240 Columns: 9
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): TimePeriod, GeoType, Geography
## dbl (4): GeoID, GeoRank, Estimated annual rate (age 18+) per 100,000 adults,...
## num (2): Estimated annual number (age 18+), Estimated annual number (under a...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.deaths_pm2.5 <- read_csv(deaths_pm2.5_csv)## Rows: 240 Columns: 7
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): TimePeriod, GeoType, Geography
## dbl (3): GeoID, GeoRank, Estimated annual rate (age 30+) per 100,000 adults
## num (1): Estimated annual number (age 30+)
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.fine_particles <- read_csv(fine_particles_2.5_csv)## Rows: 5307 Columns: 8
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): TimePeriod, GeoType, Geography
## dbl (5): GeoID, GeoRank, 10th percentile mcg/m3, 90th percentile mcg/m3, Mea...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.respiratory_hospitalizations_2.5 <- read_csv(respiratory_hospitalizations_2.5_csv)## Rows: 240 Columns: 7
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): TimePeriod, GeoType, Geography
## dbl (3): GeoID, GeoRank, Estimated annual rate per 100,000 adults
## num (1): Estimated annual number
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.uhf_to_zip <- read_csv(uhf_to_zip_csv)## Rows: 42 Columns: 3
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (1): UHF_name
## dbl (1): UHF_id
## num (1): Zipcodes
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.# Merge and preprocess
fine_particles$GeoID <- as.integer(fine_particles$GeoID)
uhf_to_zip$UHF_id <- as.integer(uhf_to_zip$UHF_id)
merged_data <- merge(fine_particles, uhf_to_zip, by.x = "GeoID", by.y = "UHF_id")
grouped_data <- merged_data %>%
group_by(UHF_name) %>%
summarise(PM2.5_Mean = mean(`Mean mcg/m3`, na.rm = TRUE)) %>%
ungroup()Exploratory Data Analysis (EDA)
PM2.5 Levels Across Regions
# Visualize PM2.5 levels
ggplot(grouped_data, aes(x = reorder(UHF_name, PM2.5_Mean), y = PM2.5_Mean)) +
geom_bar(stat = "identity", fill = "steelblue") +
coord_flip() +
labs(
title = "Average PM2.5 Levels by UHF Region",
x = "UHF Region",
y = "Mean PM2.5 Levels (mcg/m3)"
) +
theme_minimal()
This bar plot presents the average PM2.5 levels (in micrograms per cubic meter) across different UHF (United Hospital Fund) regions in New York City. Each region’s mean PM2.5 concentration was calculated to highlight spatial differences in air quality.
Live Data from API
# Load location data
location_data <- read.csv("data/location.csv")
# Define API token
api_token <- "0e2ae6b3aaff2a0ea81b4baa757e66447608536f"
# Function to fetch PM2.5 data
fetch_pm25 <- function(lat, lng) {
url <- sprintf("https://api.waqi.info/feed/geo:%f;%f/?token=%s", lat, lng, api_token)
response <- httr::GET(url)
if (response$status_code == 200) {
data <- fromJSON(content(response, as = "text", encoding = "UTF-8"))
if (data$status == "ok") {
return(data$data$iaqi$pm25$v)
}
}
return(NA)
}
# Fetch PM2.5 data
location_data <- location_data %>%
rowwise() %>%
mutate(PM2.5 = fetch_pm25(Latitude, Longitude))
head(location_data)## # A tibble: 6 × 6
## # Rowwise:
## SiteID Latitude Longitude SiteName Address PM2.5
## <chr> <dbl> <dbl> <chr> <chr> <int>
## 1 36061NY08454 40.7 -74.0 Manhattan Bridge Canal St SS1E of Eliza… 44
## 2 36005NY11790 40.8 -73.9 Hunts Point Southeast Corner of Se… 28
## 3 36081NY08198 40.7 -73.9 Glendale Cooper Rapid Rehousing… 24
## 4 36081NY09285 40.7 -73.8 Queens College Queens College Referen… 35
## 5 36061NY09734 40.8 -74.0 Broadway/35th St Broadway ES1N of 35th … 44
## 6 36061NY08653 40.7 -74.0 FDR Southbound FDR access … 44# Create a map
leaflet(location_data) %>%
addTiles() %>%
addCircleMarkers(
~Longitude, ~Latitude,
color = ~ifelse(PM2.5 > 100, "red", "green"),
popup = ~paste(SiteName, "<br>PM2.5:", PM2.5),
radius = 5
)This section integrates real-time air quality data using the World Air Quality Index (WAQI) API. The script fetches live PM2.5 levels for specified locations and visualizes them on an interactive map.
Correlation and Regression Analysis
# Load datasets
caserate <- read.csv("data/caserate-by-modzcta.csv")
uhf_to_zip <- read.csv("data/uhf-to-zip crosswalk.csv")
respiratory <- read.csv("data/NYC EH Data Portal - Respiratory hospitalizations due to PM2.5 (age 20+) (full table).csv")
# Process UHF-to-Zip Crosswalk
uhf_to_zip <- uhf_to_zip %>%
separate_rows(Zipcodes, sep = ",") %>% # Split multiple zip codes
mutate(Zipcodes = as.numeric(Zipcodes)) # Convert Zipcodes to numeric
# Extract ZIP codes from CASERATE columns in the Caserate dataset
caserate_long <- caserate %>%
pivot_longer(cols = starts_with("CASERATE_"),
names_to = "ZIP_column",
values_to = "CaseRate") %>%
mutate(ZIP = as.numeric(gsub("CASERATE_", "", ZIP_column)))## Warning: There was 1 warning in `mutate()`.
## ℹ In argument: `ZIP = as.numeric(gsub("CASERATE_", "", ZIP_column))`.
## Caused by warning:
## ! NAs introduced by coercion# Merge UHF-to-Zip with Caserate Data
caserate_mapped <- caserate_long %>%
left_join(uhf_to_zip, by = c("ZIP" = "Zipcodes"))
# Clean and Prepare Respiratory Data
respiratory_clean <- respiratory %>%
rename(Respiratory_Hospitalizations = Estimated.annual.rate.per.100.000.adults) %>%
select(GeoID, Respiratory_Hospitalizations) %>%
mutate(GeoID = as.numeric(GeoID))
# Merge Caserate and Respiratory Data
final_data <- caserate_mapped %>%
left_join(respiratory_clean, by = c("UHF_id" = "GeoID")) %>%
filter(!is.na(CaseRate) & !is.na(Respiratory_Hospitalizations))## Warning in left_join(., respiratory_clean, by = c(UHF_id = "GeoID")): Detected an unexpected many-to-many relationship between `x` and `y`.
## ℹ Row 7 of `x` matches multiple rows in `y`.
## ℹ Row 27 of `y` matches multiple rows in `x`.
## ℹ If a many-to-many relationship is expected, set `relationship =
## "many-to-many"` to silence this warning.# Perform Correlation Analysis
correlation <- final_data %>%
summarise(correlation = cor(CaseRate, Respiratory_Hospitalizations, use = "complete.obs"))
print(correlation)## # A tibble: 1 × 1
## correlation
## <dbl>
## 1 0.0000559write.csv(final_data, "data/processed_data.csv", row.names = FALSE)
# Regression Analysis
regression_model <- lm(Respiratory_Hospitalizations ~ CaseRate, data = final_data)
summary(regression_model)##
## Call:
## lm(formula = Respiratory_Hospitalizations ~ CaseRate, data = final_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -8.0121 -3.1104 -0.7104 1.8897 16.4897
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.001e+01 1.498e-02 668.021 <2e-16 ***
## CaseRate 6.974e-07 3.610e-05 0.019 0.985
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 4.621 on 119593 degrees of freedom
## Multiple R-squared: 3.121e-09, Adjusted R-squared: -8.359e-06
## F-statistic: 0.0003733 on 1 and 119593 DF, p-value: 0.9846# Q-Q Plot
qqPlot(regression_model, main = "Q-Q Plot")
## [1] 46316 46319# Residuals vs Fitted Plot
ggplot(data = final_data, aes(x = regression_model$fitted.values, y = regression_model$residuals)) +
geom_point(alpha = 0.5) +
geom_hline(yintercept = 0, color = "red", linetype = "dashed") +
labs(title = "Residuals vs Fitted Values", x = "Fitted Values", y = "Residuals") +
theme_minimal()
# Scale-Location Plot
ggplot(data = final_data, aes(x = regression_model$fitted.values, y = sqrt(abs(regression_model$residuals)))) +
geom_point(alpha = 0.5) +
geom_smooth(method = "loess", color = "blue", se = FALSE) +
labs(title = "Scale-Location Plot", x = "Fitted Values", y = "Sqrt(|Residuals|)") +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
# Cook's Distance Plot
cooksd <- cooks.distance(regression_model)
plot(cooksd, type = "h", main = "Cook's Distance", ylab = "Cook's Distance", xlab = "Observation")
abline(h = 4/(nrow(final_data) - length(regression_model$coefficients) - 1), col = "red", lty = 2)
# Histogram of Residuals
hist(regression_model$residuals, breaks = 30, main = "Histogram of Residuals", xlab = "Residuals", col = "skyblue")
The correlation and regression analysis assesses the relationship between PM2.5 levels and public health outcomes, focusing on respiratory hospitalizations and COVID-19 case rates. The QQ plot, residuals vs fitted values plot, scale-location plot, Cook’s distance plot, and histogram of residuals evaluate the model’s assumptions and diagnostics.
The analysis demonstrates that PM2.5 levels alone do not significantly explain respiratory hospitalizations or case rates. Future analyses should explore multivariate models incorporating demographic, socioeconomic, and environmental variables for deeper insights. Additionally, transformations or alternative regression techniques may be necessary to address non-normality and heteroscedasticity.
Regression Analysis Between Asthma Emergency Visits and COVID Case Rates
# Load necessary datasets
asthma_data <- read_csv("data/NYC EH Data Portal - Asthma emergency department visits due to PM2.5 (full table).csv")## Rows: 240 Columns: 9
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): TimePeriod, GeoType, Geography
## dbl (4): GeoID, GeoRank, Estimated annual rate (age 18+) per 100,000 adults,...
## num (2): Estimated annual number (age 18+), Estimated annual number (under a...
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.# Prepare asthma data (excluding Population column)
asthma_data_clean <- asthma_data %>%
select(GeoID, `Estimated annual number (age 18+)`, `Estimated annual rate (age 18+) per 100,000 adults`) %>%
rename(
Emergency_Visits = `Estimated annual number (age 18+)`,
Asthma_Rate = `Estimated annual rate (age 18+) per 100,000 adults`
)
# Merge Caserate and Asthma Data
final_asthma_data <- caserate_mapped %>%
left_join(asthma_data_clean, by = c("UHF_id" = "GeoID")) %>%
filter(!is.na(CaseRate) & !is.na(Emergency_Visits))## Warning in left_join(., asthma_data_clean, by = c(UHF_id = "GeoID")): Detected an unexpected many-to-many relationship between `x` and `y`.
## ℹ Row 7 of `x` matches multiple rows in `y`.
## ℹ Row 27 of `y` matches multiple rows in `x`.
## ℹ If a many-to-many relationship is expected, set `relationship =
## "many-to-many"` to silence this warning.# Perform Regression Analysis
asthma_regression_model <- lm(Emergency_Visits ~ CaseRate, data = final_asthma_data)
summary(asthma_regression_model)##
## Call:
## lm(formula = Emergency_Visits ~ CaseRate, data = final_asthma_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -63.90 -40.73 -19.85 25.78 214.88
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 65.9428126 0.1401563 470.50 <2e-16 ***
## CaseRate -0.0034247 0.0003376 -10.14 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 55.8 on 199323 degrees of freedom
## Multiple R-squared: 0.000516, Adjusted R-squared: 0.0005109
## F-statistic: 102.9 on 1 and 199323 DF, p-value: < 2.2e-16# Visualize the Relationship
ggplot(final_asthma_data, aes(x = CaseRate, y = Emergency_Visits)) +
geom_point() +
geom_smooth(method = "lm", color = "blue") +
labs(
title = "Relationship Between Asthma Emergency Visits and COVID Case Rates",
x = "COVID Case Rate",
y = "Asthma Emergency Visits"
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
The regression analysis examines the relationship between asthma emergency department visits and COVID-19 case rates. The results show a statistically significant, but very weak, negative relationship (slope = -0.0034, p-value < 2e-16). For every one-unit increase in COVID-19 case rates, asthma emergency visits decrease by 0.0034 on average. The intercept of 65.94 suggests that when COVID-19 case rates are zero, the predicted number of asthma visits is approximately 66. However, the R-squared value is extremely low (0.0005), indicating that COVID-19 case rates explain less than 0.05% of the variability in asthma emergency visits. This suggests that while there is a statistical association, COVID-19 case rates have negligible practical influence on asthma-related emergency visits.
Seasonal Trends in PM2.5 Levels
annual_data <- fine_particles %>%
filter(grepl("Annual Average", TimePeriod)) %>%
group_by(TimePeriod) %>%
summarise(Average_PM2.5 = mean(`Mean mcg/m3`, na.rm = TRUE))
# annual averages as a bar plot
ggplot(annual_data, aes(x = reorder(TimePeriod, Average_PM2.5), y = Average_PM2.5)) +
geom_bar(stat = "identity", fill = "steelblue") +
labs(
title = "Annual Average PM2.5 Levels",
x = "TimePeriod",
y = "Average PM2.5 Levels (mcg/m3)"
) +
coord_flip() +
theme_minimal()
ANOVA Analysis
ANOVA (Analysis of Variance) to compare PM2.5 levels across different regions (UHF regions or ZIP codes) or across time periods (e.g., seasons, years).
Null Hypothesis (H0): The mean PM2.5 levels (or case rates) are the same across groups (e.g., regions or time periods). Alternative Hypothesis (H1): There is a significant difference in means across groups.
# ANOVA for PM2.5 levels by UHF region
anova_model <- aov(PM2.5_Mean ~ UHF_name, data = grouped_data)
summary(anova_model)## Df Sum Sq Mean Sq
## UHF_name 41 26.36 0.6428# Post-hoc test if significant differences exist
TukeyHSD(anova_model)## Warning in qtukey(conf.level, length(means), x$df.residual): NaNs produced## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = PM2.5_Mean ~ UHF_name, data = grouped_data)
##
## $UHF_name
## diff
## Bedford Stuyvesant - Crown Heights-Bayside - Little Neck 0.504372019
## Bensonhurst - Bay Ridge-Bayside - Little Neck 0.072840488
## Borough Park-Bayside - Little Neck 0.359326974
## Canarsie - Flatlands-Bayside - Little Neck -0.013645999
## Central Harlem - Morningside Heights-Bayside - Little Neck 0.873741388
## Chelsea - Clinton-Bayside - Little Neck 1.558823529
## Coney Island - Sheepshead Bay-Bayside - Little Neck -0.166799152
## Crotona -Tremont-Bayside - Little Neck 2.888235294
## Downtown - Heights - Slope-Bayside - Little Neck 1.119687334
## East Flatbush - Flatbush-Bayside - Little Neck 0.353020668
## East Harlem-Bayside - Little Neck 0.659326974
## East New York-Bayside - Little Neck 0.555723370
## Flushing - Clearview-Bayside - Little Neck 0.050317965
## Fordham - Bronx Pk-Bayside - Little Neck 0.816984632
## Fresh Meadows-Bayside - Little Neck -0.151470588
## Gramercy Park - Murray Hill-Bayside - Little Neck 1.427941176
## Greenpoint-Bayside - Little Neck 1.442209857
## Greenwich Village - SoHo-Bayside - Little Neck 0.898529412
## High Bridge - Morrisania-Bayside - Little Neck 1.833823529
## Hunts Point - Mott Haven-Bayside - Little Neck 0.898529412
## Jamaica-Bayside - Little Neck -0.189321675
## Kingsbridge - Riverdale-Bayside - Little Neck 1.033200848
## Long Island City - Astoria-Bayside - Little Neck 0.849417064
## Lower Manhattan-Bayside - Little Neck 0.480882353
## Northeast Bronx-Bayside - Little Neck 1.072840488
## Pelham - Throgs Neck-Bayside - Little Neck 1.114281929
## Port Richmond-Bayside - Little Neck -0.344117647
## Ridgewood - Forest Hills-Bayside - Little Neck 0.222390037
## Rockaways-Bayside - Little Neck -0.792024377
## South Beach - Tottenville-Bayside - Little Neck -1.623411765
## Southeast Queens-Bayside - Little Neck -0.332564918
## Southwest Queens-Bayside - Little Neck -0.135267621
## Stapleton - St. George-Bayside - Little Neck -0.580882353
## Sunset Park-Bayside - Little Neck 0.947615262
## Union Square - Lower East Side-Bayside - Little Neck 0.576470588
## Upper East Side-Bayside - Little Neck 0.410294118
## Upper West Side-Bayside - Little Neck 0.855723370
## Washington Heights-Bayside - Little Neck 1.097164812
## West Queens-Bayside - Little Neck 1.010678325
## Williamsburg - Bushwick-Bayside - Little Neck 0.716984632
## Willowbrook-Bayside - Little Neck -0.686764706
## Bensonhurst - Bay Ridge-Bedford Stuyvesant - Crown Heights -0.431531532
## Borough Park-Bedford Stuyvesant - Crown Heights -0.145045045
## Canarsie - Flatlands-Bedford Stuyvesant - Crown Heights -0.518018018
## Central Harlem - Morningside Heights-Bedford Stuyvesant - Crown Heights 0.369369369
## Chelsea - Clinton-Bedford Stuyvesant - Crown Heights 1.054451510
## Coney Island - Sheepshead Bay-Bedford Stuyvesant - Crown Heights -0.671171171
## Crotona -Tremont-Bedford Stuyvesant - Crown Heights 2.383863275
## Downtown - Heights - Slope-Bedford Stuyvesant - Crown Heights 0.615315315
## East Flatbush - Flatbush-Bedford Stuyvesant - Crown Heights -0.151351351
## East Harlem-Bedford Stuyvesant - Crown Heights 0.154954955
## East New York-Bedford Stuyvesant - Crown Heights 0.051351351
## Flushing - Clearview-Bedford Stuyvesant - Crown Heights -0.454054054
## Fordham - Bronx Pk-Bedford Stuyvesant - Crown Heights 0.312612613
## Fresh Meadows-Bedford Stuyvesant - Crown Heights -0.655842607
## Gramercy Park - Murray Hill-Bedford Stuyvesant - Crown Heights 0.923569157
## Greenpoint-Bedford Stuyvesant - Crown Heights 0.937837838
## Greenwich Village - SoHo-Bedford Stuyvesant - Crown Heights 0.394157393
## High Bridge - Morrisania-Bedford Stuyvesant - Crown Heights 1.329451510
## Hunts Point - Mott Haven-Bedford Stuyvesant - Crown Heights 0.394157393
## Jamaica-Bedford Stuyvesant - Crown Heights -0.693693694
## Kingsbridge - Riverdale-Bedford Stuyvesant - Crown Heights 0.528828829
## Long Island City - Astoria-Bedford Stuyvesant - Crown Heights 0.345045045
## Lower Manhattan-Bedford Stuyvesant - Crown Heights -0.023489666
## Northeast Bronx-Bedford Stuyvesant - Crown Heights 0.568468468
## Pelham - Throgs Neck-Bedford Stuyvesant - Crown Heights 0.609909910
## Port Richmond-Bedford Stuyvesant - Crown Heights -0.848489666
## Ridgewood - Forest Hills-Bedford Stuyvesant - Crown Heights -0.281981982
## Rockaways-Bedford Stuyvesant - Crown Heights -1.296396396
## South Beach - Tottenville-Bedford Stuyvesant - Crown Heights -2.127783784
## Southeast Queens-Bedford Stuyvesant - Crown Heights -0.836936937
## Southwest Queens-Bedford Stuyvesant - Crown Heights -0.639639640
## Stapleton - St. George-Bedford Stuyvesant - Crown Heights -1.085254372
## Sunset Park-Bedford Stuyvesant - Crown Heights 0.443243243
## Union Square - Lower East Side-Bedford Stuyvesant - Crown Heights 0.072098569
## Upper East Side-Bedford Stuyvesant - Crown Heights -0.094077901
## Upper West Side-Bedford Stuyvesant - Crown Heights 0.351351351
## Washington Heights-Bedford Stuyvesant - Crown Heights 0.592792793
## West Queens-Bedford Stuyvesant - Crown Heights 0.506306306
## Williamsburg - Bushwick-Bedford Stuyvesant - Crown Heights 0.212612613
## Willowbrook-Bedford Stuyvesant - Crown Heights -1.191136725
## Borough Park-Bensonhurst - Bay Ridge 0.286486486
## Canarsie - Flatlands-Bensonhurst - Bay Ridge -0.086486486
## Central Harlem - Morningside Heights-Bensonhurst - Bay Ridge 0.800900901
## Chelsea - Clinton-Bensonhurst - Bay Ridge 1.485983042
## Coney Island - Sheepshead Bay-Bensonhurst - Bay Ridge -0.239639640
## Crotona -Tremont-Bensonhurst - Bay Ridge 2.815394807
## Downtown - Heights - Slope-Bensonhurst - Bay Ridge 1.046846847
## East Flatbush - Flatbush-Bensonhurst - Bay Ridge 0.280180180
## East Harlem-Bensonhurst - Bay Ridge 0.586486486
## East New York-Bensonhurst - Bay Ridge 0.482882883
## Flushing - Clearview-Bensonhurst - Bay Ridge -0.022522523
## Fordham - Bronx Pk-Bensonhurst - Bay Ridge 0.744144144
## Fresh Meadows-Bensonhurst - Bay Ridge -0.224311076
## Gramercy Park - Murray Hill-Bensonhurst - Bay Ridge 1.355100689
## Greenpoint-Bensonhurst - Bay Ridge 1.369369369
## Greenwich Village - SoHo-Bensonhurst - Bay Ridge 0.825688924
## High Bridge - Morrisania-Bensonhurst - Bay Ridge 1.760983042
## Hunts Point - Mott Haven-Bensonhurst - Bay Ridge 0.825688924
## Jamaica-Bensonhurst - Bay Ridge -0.262162162
## Kingsbridge - Riverdale-Bensonhurst - Bay Ridge 0.960360360
## Long Island City - Astoria-Bensonhurst - Bay Ridge 0.776576577
## Lower Manhattan-Bensonhurst - Bay Ridge 0.408041865
## Northeast Bronx-Bensonhurst - Bay Ridge 1.000000000
## Pelham - Throgs Neck-Bensonhurst - Bay Ridge 1.041441441
## Port Richmond-Bensonhurst - Bay Ridge -0.416958135
## Ridgewood - Forest Hills-Bensonhurst - Bay Ridge 0.149549550
## Rockaways-Bensonhurst - Bay Ridge -0.864864865
## South Beach - Tottenville-Bensonhurst - Bay Ridge -1.696252252
## Southeast Queens-Bensonhurst - Bay Ridge -0.405405405
## Southwest Queens-Bensonhurst - Bay Ridge -0.208108108
## Stapleton - St. George-Bensonhurst - Bay Ridge -0.653722840
## Sunset Park-Bensonhurst - Bay Ridge 0.874774775
## Union Square - Lower East Side-Bensonhurst - Bay Ridge 0.503630101
## Upper East Side-Bensonhurst - Bay Ridge 0.337453630
## Upper West Side-Bensonhurst - Bay Ridge 0.782882883
## Washington Heights-Bensonhurst - Bay Ridge 1.024324324
## West Queens-Bensonhurst - Bay Ridge 0.937837838
## Williamsburg - Bushwick-Bensonhurst - Bay Ridge 0.644144144
## Willowbrook-Bensonhurst - Bay Ridge -0.759605193
## Canarsie - Flatlands-Borough Park -0.372972973
## Central Harlem - Morningside Heights-Borough Park 0.514414414
## Chelsea - Clinton-Borough Park 1.199496555
## Coney Island - Sheepshead Bay-Borough Park -0.526126126
## Crotona -Tremont-Borough Park 2.528908320
## Downtown - Heights - Slope-Borough Park 0.760360360
## East Flatbush - Flatbush-Borough Park -0.006306306
## East Harlem-Borough Park 0.300000000
## East New York-Borough Park 0.196396396
## Flushing - Clearview-Borough Park -0.309009009
## Fordham - Bronx Pk-Borough Park 0.457657658
## Fresh Meadows-Borough Park -0.510797562
## Gramercy Park - Murray Hill-Borough Park 1.068614202
## Greenpoint-Borough Park 1.082882883
## Greenwich Village - SoHo-Borough Park 0.539202438
## High Bridge - Morrisania-Borough Park 1.474496555
## Hunts Point - Mott Haven-Borough Park 0.539202438
## Jamaica-Borough Park -0.548648649
## Kingsbridge - Riverdale-Borough Park 0.673873874
## Long Island City - Astoria-Borough Park 0.490090090
## Lower Manhattan-Borough Park 0.121555379
## Northeast Bronx-Borough Park 0.713513514
## Pelham - Throgs Neck-Borough Park 0.754954955
## Port Richmond-Borough Park -0.703444621
## Ridgewood - Forest Hills-Borough Park -0.136936937
## Rockaways-Borough Park -1.151351351
## South Beach - Tottenville-Borough Park -1.982738739
## Southeast Queens-Borough Park -0.691891892
## Southwest Queens-Borough Park -0.494594595
## Stapleton - St. George-Borough Park -0.940209327
## Sunset Park-Borough Park 0.588288288
## Union Square - Lower East Side-Borough Park 0.217143614
## Upper East Side-Borough Park 0.050967144
## Upper West Side-Borough Park 0.496396396
## Washington Heights-Borough Park 0.737837838
## West Queens-Borough Park 0.651351351
## Williamsburg - Bushwick-Borough Park 0.357657658
## Willowbrook-Borough Park -1.046091680
## Central Harlem - Morningside Heights-Canarsie - Flatlands 0.887387387
## Chelsea - Clinton-Canarsie - Flatlands 1.572469528
## Coney Island - Sheepshead Bay-Canarsie - Flatlands -0.153153153
## Crotona -Tremont-Canarsie - Flatlands 2.901881293
## Downtown - Heights - Slope-Canarsie - Flatlands 1.133333333
## East Flatbush - Flatbush-Canarsie - Flatlands 0.366666667
## East Harlem-Canarsie - Flatlands 0.672972973
## East New York-Canarsie - Flatlands 0.569369369
## Flushing - Clearview-Canarsie - Flatlands 0.063963964
## Fordham - Bronx Pk-Canarsie - Flatlands 0.830630631
## Fresh Meadows-Canarsie - Flatlands -0.137824589
## Gramercy Park - Murray Hill-Canarsie - Flatlands 1.441587175
## Greenpoint-Canarsie - Flatlands 1.455855856
## Greenwich Village - SoHo-Canarsie - Flatlands 0.912175411
## High Bridge - Morrisania-Canarsie - Flatlands 1.847469528
## Hunts Point - Mott Haven-Canarsie - Flatlands 0.912175411
## Jamaica-Canarsie - Flatlands -0.175675676
## Kingsbridge - Riverdale-Canarsie - Flatlands 1.046846847
## Long Island City - Astoria-Canarsie - Flatlands 0.863063063
## Lower Manhattan-Canarsie - Flatlands 0.494528352
## Northeast Bronx-Canarsie - Flatlands 1.086486486
## Pelham - Throgs Neck-Canarsie - Flatlands 1.127927928
## Port Richmond-Canarsie - Flatlands -0.330471648
## Ridgewood - Forest Hills-Canarsie - Flatlands 0.236036036
## Rockaways-Canarsie - Flatlands -0.778378378
## South Beach - Tottenville-Canarsie - Flatlands -1.609765766
## Southeast Queens-Canarsie - Flatlands -0.318918919
## Southwest Queens-Canarsie - Flatlands -0.121621622
## Stapleton - St. George-Canarsie - Flatlands -0.567236354
## Sunset Park-Canarsie - Flatlands 0.961261261
## Union Square - Lower East Side-Canarsie - Flatlands 0.590116587
## Upper East Side-Canarsie - Flatlands 0.423940117
## Upper West Side-Canarsie - Flatlands 0.869369369
## Washington Heights-Canarsie - Flatlands 1.110810811
## West Queens-Canarsie - Flatlands 1.024324324
## Williamsburg - Bushwick-Canarsie - Flatlands 0.730630631
## Willowbrook-Canarsie - Flatlands -0.673118707
## Chelsea - Clinton-Central Harlem - Morningside Heights 0.685082141
## Coney Island - Sheepshead Bay-Central Harlem - Morningside Heights -1.040540541
## Crotona -Tremont-Central Harlem - Morningside Heights 2.014493906
## Downtown - Heights - Slope-Central Harlem - Morningside Heights 0.245945946
## East Flatbush - Flatbush-Central Harlem - Morningside Heights -0.520720721
## East Harlem-Central Harlem - Morningside Heights -0.214414414
## East New York-Central Harlem - Morningside Heights -0.318018018
## Flushing - Clearview-Central Harlem - Morningside Heights -0.823423423
## Fordham - Bronx Pk-Central Harlem - Morningside Heights -0.056756757
## Fresh Meadows-Central Harlem - Morningside Heights -1.025211977
## Gramercy Park - Murray Hill-Central Harlem - Morningside Heights 0.554199788
## Greenpoint-Central Harlem - Morningside Heights 0.568468468
## Greenwich Village - SoHo-Central Harlem - Morningside Heights 0.024788023
## High Bridge - Morrisania-Central Harlem - Morningside Heights 0.960082141
## Hunts Point - Mott Haven-Central Harlem - Morningside Heights 0.024788023
## Jamaica-Central Harlem - Morningside Heights -1.063063063
## Kingsbridge - Riverdale-Central Harlem - Morningside Heights 0.159459459
## Long Island City - Astoria-Central Harlem - Morningside Heights -0.024324324
## Lower Manhattan-Central Harlem - Morningside Heights -0.392859036
## Northeast Bronx-Central Harlem - Morningside Heights 0.199099099
## Pelham - Throgs Neck-Central Harlem - Morningside Heights 0.240540541
## Port Richmond-Central Harlem - Morningside Heights -1.217859036
## Ridgewood - Forest Hills-Central Harlem - Morningside Heights -0.651351351
## Rockaways-Central Harlem - Morningside Heights -1.665765766
## South Beach - Tottenville-Central Harlem - Morningside Heights -2.497153153
## Southeast Queens-Central Harlem - Morningside Heights -1.206306306
## Southwest Queens-Central Harlem - Morningside Heights -1.009009009
## Stapleton - St. George-Central Harlem - Morningside Heights -1.454623741
## Sunset Park-Central Harlem - Morningside Heights 0.073873874
## Union Square - Lower East Side-Central Harlem - Morningside Heights -0.297270800
## Upper East Side-Central Harlem - Morningside Heights -0.463447271
## Upper West Side-Central Harlem - Morningside Heights -0.018018018
## Washington Heights-Central Harlem - Morningside Heights 0.223423423
## West Queens-Central Harlem - Morningside Heights 0.136936937
## Williamsburg - Bushwick-Central Harlem - Morningside Heights -0.156756757
## Willowbrook-Central Harlem - Morningside Heights -1.560506094
## Coney Island - Sheepshead Bay-Chelsea - Clinton -1.725622682
## Crotona -Tremont-Chelsea - Clinton 1.329411765
## Downtown - Heights - Slope-Chelsea - Clinton -0.439136195
## East Flatbush - Flatbush-Chelsea - Clinton -1.205802862
## East Harlem-Chelsea - Clinton -0.899496555
## East New York-Chelsea - Clinton -1.003100159
## Flushing - Clearview-Chelsea - Clinton -1.508505564
## Fordham - Bronx Pk-Chelsea - Clinton -0.741838898
## Fresh Meadows-Chelsea - Clinton -1.710294118
## Gramercy Park - Murray Hill-Chelsea - Clinton -0.130882353
## Greenpoint-Chelsea - Clinton -0.116613672
## Greenwich Village - SoHo-Chelsea - Clinton -0.660294118
## High Bridge - Morrisania-Chelsea - Clinton 0.275000000
## Hunts Point - Mott Haven-Chelsea - Clinton -0.660294118
## Jamaica-Chelsea - Clinton -1.748145204
## Kingsbridge - Riverdale-Chelsea - Clinton -0.525622682
## Long Island City - Astoria-Chelsea - Clinton -0.709406465
## Lower Manhattan-Chelsea - Clinton -1.077941176
## Northeast Bronx-Chelsea - Clinton -0.485983042
## Pelham - Throgs Neck-Chelsea - Clinton -0.444541600
## Port Richmond-Chelsea - Clinton -1.902941176
## Ridgewood - Forest Hills-Chelsea - Clinton -1.336433492
## Rockaways-Chelsea - Clinton -2.350847907
## South Beach - Tottenville-Chelsea - Clinton -3.182235294
## Southeast Queens-Chelsea - Clinton -1.891388447
## Southwest Queens-Chelsea - Clinton -1.694091150
## Stapleton - St. George-Chelsea - Clinton -2.139705882
## Sunset Park-Chelsea - Clinton -0.611208267
## Union Square - Lower East Side-Chelsea - Clinton -0.982352941
## Upper East Side-Chelsea - Clinton -1.148529412
## Upper West Side-Chelsea - Clinton -0.703100159
## Washington Heights-Chelsea - Clinton -0.461658718
## West Queens-Chelsea - Clinton -0.548145204
## Williamsburg - Bushwick-Chelsea - Clinton -0.841838898
## Willowbrook-Chelsea - Clinton -2.245588235
## Crotona -Tremont-Coney Island - Sheepshead Bay 3.055034446
## Downtown - Heights - Slope-Coney Island - Sheepshead Bay 1.286486486
## East Flatbush - Flatbush-Coney Island - Sheepshead Bay 0.519819820
## East Harlem-Coney Island - Sheepshead Bay 0.826126126
## East New York-Coney Island - Sheepshead Bay 0.722522523
## Flushing - Clearview-Coney Island - Sheepshead Bay 0.217117117
## Fordham - Bronx Pk-Coney Island - Sheepshead Bay 0.983783784
## Fresh Meadows-Coney Island - Sheepshead Bay 0.015328564
## Gramercy Park - Murray Hill-Coney Island - Sheepshead Bay 1.594740329
## Greenpoint-Coney Island - Sheepshead Bay 1.609009009
## Greenwich Village - SoHo-Coney Island - Sheepshead Bay 1.065328564
## High Bridge - Morrisania-Coney Island - Sheepshead Bay 2.000622682
## Hunts Point - Mott Haven-Coney Island - Sheepshead Bay 1.065328564
## Jamaica-Coney Island - Sheepshead Bay -0.022522523
## Kingsbridge - Riverdale-Coney Island - Sheepshead Bay 1.200000000
## Long Island City - Astoria-Coney Island - Sheepshead Bay 1.016216216
## Lower Manhattan-Coney Island - Sheepshead Bay 0.647681505
## Northeast Bronx-Coney Island - Sheepshead Bay 1.239639640
## Pelham - Throgs Neck-Coney Island - Sheepshead Bay 1.281081081
## Port Richmond-Coney Island - Sheepshead Bay -0.177318495
## Ridgewood - Forest Hills-Coney Island - Sheepshead Bay 0.389189189
## Rockaways-Coney Island - Sheepshead Bay -0.625225225
## South Beach - Tottenville-Coney Island - Sheepshead Bay -1.456612613
## Southeast Queens-Coney Island - Sheepshead Bay -0.165765766
## Southwest Queens-Coney Island - Sheepshead Bay 0.031531532
## Stapleton - St. George-Coney Island - Sheepshead Bay -0.414083201
## Sunset Park-Coney Island - Sheepshead Bay 1.114414414
## Union Square - Lower East Side-Coney Island - Sheepshead Bay 0.743269740
## Upper East Side-Coney Island - Sheepshead Bay 0.577093270
## Upper West Side-Coney Island - Sheepshead Bay 1.022522523
## Washington Heights-Coney Island - Sheepshead Bay 1.263963964
## West Queens-Coney Island - Sheepshead Bay 1.177477477
## Williamsburg - Bushwick-Coney Island - Sheepshead Bay 0.883783784
## Willowbrook-Coney Island - Sheepshead Bay -0.519965554
## Downtown - Heights - Slope-Crotona -Tremont -1.768547960
## East Flatbush - Flatbush-Crotona -Tremont -2.535214626
## East Harlem-Crotona -Tremont -2.228908320
## East New York-Crotona -Tremont -2.332511924
## Flushing - Clearview-Crotona -Tremont -2.837917329
## Fordham - Bronx Pk-Crotona -Tremont -2.071250662
## Fresh Meadows-Crotona -Tremont -3.039705882
## Gramercy Park - Murray Hill-Crotona -Tremont -1.460294118
## Greenpoint-Crotona -Tremont -1.446025437
## Greenwich Village - SoHo-Crotona -Tremont -1.989705882
## High Bridge - Morrisania-Crotona -Tremont -1.054411765
## Hunts Point - Mott Haven-Crotona -Tremont -1.989705882
## Jamaica-Crotona -Tremont -3.077556969
## Kingsbridge - Riverdale-Crotona -Tremont -1.855034446
## Long Island City - Astoria-Crotona -Tremont -2.038818230
## Lower Manhattan-Crotona -Tremont -2.407352941
## Northeast Bronx-Crotona -Tremont -1.815394807
## Pelham - Throgs Neck-Crotona -Tremont -1.773953365
## Port Richmond-Crotona -Tremont -3.232352941
## Ridgewood - Forest Hills-Crotona -Tremont -2.665845257
## Rockaways-Crotona -Tremont -3.680259671
## South Beach - Tottenville-Crotona -Tremont -4.511647059
## Southeast Queens-Crotona -Tremont -3.220800212
## Southwest Queens-Crotona -Tremont -3.023502915
## Stapleton - St. George-Crotona -Tremont -3.469117647
## Sunset Park-Crotona -Tremont -1.940620032
## Union Square - Lower East Side-Crotona -Tremont -2.311764706
## Upper East Side-Crotona -Tremont -2.477941176
## Upper West Side-Crotona -Tremont -2.032511924
## Washington Heights-Crotona -Tremont -1.791070482
## West Queens-Crotona -Tremont -1.877556969
## Williamsburg - Bushwick-Crotona -Tremont -2.171250662
## Willowbrook-Crotona -Tremont -3.575000000
## East Flatbush - Flatbush-Downtown - Heights - Slope -0.766666667
## East Harlem-Downtown - Heights - Slope -0.460360360
## East New York-Downtown - Heights - Slope -0.563963964
## Flushing - Clearview-Downtown - Heights - Slope -1.069369369
## Fordham - Bronx Pk-Downtown - Heights - Slope -0.302702703
## Fresh Meadows-Downtown - Heights - Slope -1.271157923
## Gramercy Park - Murray Hill-Downtown - Heights - Slope 0.308253842
## Greenpoint-Downtown - Heights - Slope 0.322522523
## Greenwich Village - SoHo-Downtown - Heights - Slope -0.221157923
## High Bridge - Morrisania-Downtown - Heights - Slope 0.714136195
## Hunts Point - Mott Haven-Downtown - Heights - Slope -0.221157923
## Jamaica-Downtown - Heights - Slope -1.309009009
## Kingsbridge - Riverdale-Downtown - Heights - Slope -0.086486486
## Long Island City - Astoria-Downtown - Heights - Slope -0.270270270
## Lower Manhattan-Downtown - Heights - Slope -0.638804981
## Northeast Bronx-Downtown - Heights - Slope -0.046846847
## Pelham - Throgs Neck-Downtown - Heights - Slope -0.005405405
## Port Richmond-Downtown - Heights - Slope -1.463804981
## Ridgewood - Forest Hills-Downtown - Heights - Slope -0.897297297
## Rockaways-Downtown - Heights - Slope -1.911711712
## South Beach - Tottenville-Downtown - Heights - Slope -2.743099099
## Southeast Queens-Downtown - Heights - Slope -1.452252252
## Southwest Queens-Downtown - Heights - Slope -1.254954955
## Stapleton - St. George-Downtown - Heights - Slope -1.700569687
## Sunset Park-Downtown - Heights - Slope -0.172072072
## Union Square - Lower East Side-Downtown - Heights - Slope -0.543216746
## Upper East Side-Downtown - Heights - Slope -0.709393217
## Upper West Side-Downtown - Heights - Slope -0.263963964
## Washington Heights-Downtown - Heights - Slope -0.022522523
## West Queens-Downtown - Heights - Slope -0.109009009
## Williamsburg - Bushwick-Downtown - Heights - Slope -0.402702703
## Willowbrook-Downtown - Heights - Slope -1.806452040
## East Harlem-East Flatbush - Flatbush 0.306306306
## East New York-East Flatbush - Flatbush 0.202702703
## Flushing - Clearview-East Flatbush - Flatbush -0.302702703
## Fordham - Bronx Pk-East Flatbush - Flatbush 0.463963964
## Fresh Meadows-East Flatbush - Flatbush -0.504491256
## Gramercy Park - Murray Hill-East Flatbush - Flatbush 1.074920509
## Greenpoint-East Flatbush - Flatbush 1.089189189
## Greenwich Village - SoHo-East Flatbush - Flatbush 0.545508744
## High Bridge - Morrisania-East Flatbush - Flatbush 1.480802862
## Hunts Point - Mott Haven-East Flatbush - Flatbush 0.545508744
## Jamaica-East Flatbush - Flatbush -0.542342342
## Kingsbridge - Riverdale-East Flatbush - Flatbush 0.680180180
## Long Island City - Astoria-East Flatbush - Flatbush 0.496396396
## Lower Manhattan-East Flatbush - Flatbush 0.127861685
## Northeast Bronx-East Flatbush - Flatbush 0.719819820
## Pelham - Throgs Neck-East Flatbush - Flatbush 0.761261261
## Port Richmond-East Flatbush - Flatbush -0.697138315
## Ridgewood - Forest Hills-East Flatbush - Flatbush -0.130630631
## Rockaways-East Flatbush - Flatbush -1.145045045
## South Beach - Tottenville-East Flatbush - Flatbush -1.976432432
## Southeast Queens-East Flatbush - Flatbush -0.685585586
## Southwest Queens-East Flatbush - Flatbush -0.488288288
## Stapleton - St. George-East Flatbush - Flatbush -0.933903021
## Sunset Park-East Flatbush - Flatbush 0.594594595
## Union Square - Lower East Side-East Flatbush - Flatbush 0.223449921
## Upper East Side-East Flatbush - Flatbush 0.057273450
## Upper West Side-East Flatbush - Flatbush 0.502702703
## Washington Heights-East Flatbush - Flatbush 0.744144144
## West Queens-East Flatbush - Flatbush 0.657657658
## Williamsburg - Bushwick-East Flatbush - Flatbush 0.363963964
## Willowbrook-East Flatbush - Flatbush -1.039785374
## East New York-East Harlem -0.103603604
## Flushing - Clearview-East Harlem -0.609009009
## Fordham - Bronx Pk-East Harlem 0.157657658
## Fresh Meadows-East Harlem -0.810797562
## Gramercy Park - Murray Hill-East Harlem 0.768614202
## Greenpoint-East Harlem 0.782882883
## Greenwich Village - SoHo-East Harlem 0.239202438
## High Bridge - Morrisania-East Harlem 1.174496555
## Hunts Point - Mott Haven-East Harlem 0.239202438
## Jamaica-East Harlem -0.848648649
## Kingsbridge - Riverdale-East Harlem 0.373873874
## Long Island City - Astoria-East Harlem 0.190090090
## Lower Manhattan-East Harlem -0.178444621
## Northeast Bronx-East Harlem 0.413513514
## Pelham - Throgs Neck-East Harlem 0.454954955
## Port Richmond-East Harlem -1.003444621
## Ridgewood - Forest Hills-East Harlem -0.436936937
## Rockaways-East Harlem -1.451351351
## South Beach - Tottenville-East Harlem -2.282738739
## Southeast Queens-East Harlem -0.991891892
## Southwest Queens-East Harlem -0.794594595
## Stapleton - St. George-East Harlem -1.240209327
## Sunset Park-East Harlem 0.288288288
## Union Square - Lower East Side-East Harlem -0.082856386
## Upper East Side-East Harlem -0.249032856
## Upper West Side-East Harlem 0.196396396
## Washington Heights-East Harlem 0.437837838
## West Queens-East Harlem 0.351351351
## Williamsburg - Bushwick-East Harlem 0.057657658
## Willowbrook-East Harlem -1.346091680
## Flushing - Clearview-East New York -0.505405405
## Fordham - Bronx Pk-East New York 0.261261261
## Fresh Meadows-East New York -0.707193959
## Gramercy Park - Murray Hill-East New York 0.872217806
## Greenpoint-East New York 0.886486486
## Greenwich Village - SoHo-East New York 0.342806041
## High Bridge - Morrisania-East New York 1.278100159
## Hunts Point - Mott Haven-East New York 0.342806041
## Jamaica-East New York -0.745045045
## Kingsbridge - Riverdale-East New York 0.477477477
## Long Island City - Astoria-East New York 0.293693694
## Lower Manhattan-East New York -0.074841017
## Northeast Bronx-East New York 0.517117117
## Pelham - Throgs Neck-East New York 0.558558559
## Port Richmond-East New York -0.899841017
## Ridgewood - Forest Hills-East New York -0.333333333
## Rockaways-East New York -1.347747748
## South Beach - Tottenville-East New York -2.179135135
## Southeast Queens-East New York -0.888288288
## Southwest Queens-East New York -0.690990991
## Stapleton - St. George-East New York -1.136605723
## Sunset Park-East New York 0.391891892
## Union Square - Lower East Side-East New York 0.020747218
## Upper East Side-East New York -0.145429253
## Upper West Side-East New York 0.300000000
## Washington Heights-East New York 0.541441441
## West Queens-East New York 0.454954955
## Williamsburg - Bushwick-East New York 0.161261261
## Willowbrook-East New York -1.242488076
## Fordham - Bronx Pk-Flushing - Clearview 0.766666667
## Fresh Meadows-Flushing - Clearview -0.201788553
## Gramercy Park - Murray Hill-Flushing - Clearview 1.377623211
## Greenpoint-Flushing - Clearview 1.391891892
## Greenwich Village - SoHo-Flushing - Clearview 0.848211447
## High Bridge - Morrisania-Flushing - Clearview 1.783505564
## Hunts Point - Mott Haven-Flushing - Clearview 0.848211447
## Jamaica-Flushing - Clearview -0.239639640
## Kingsbridge - Riverdale-Flushing - Clearview 0.982882883
## Long Island City - Astoria-Flushing - Clearview 0.799099099
## Lower Manhattan-Flushing - Clearview 0.430564388
## Northeast Bronx-Flushing - Clearview 1.022522523
## Pelham - Throgs Neck-Flushing - Clearview 1.063963964
## Port Richmond-Flushing - Clearview -0.394435612
## Ridgewood - Forest Hills-Flushing - Clearview 0.172072072
## Rockaways-Flushing - Clearview -0.842342342
## South Beach - Tottenville-Flushing - Clearview -1.673729730
## Southeast Queens-Flushing - Clearview -0.382882883
## Southwest Queens-Flushing - Clearview -0.185585586
## Stapleton - St. George-Flushing - Clearview -0.631200318
## Sunset Park-Flushing - Clearview 0.897297297
## Union Square - Lower East Side-Flushing - Clearview 0.526152623
## Upper East Side-Flushing - Clearview 0.359976153
## Upper West Side-Flushing - Clearview 0.805405405
## Washington Heights-Flushing - Clearview 1.046846847
## West Queens-Flushing - Clearview 0.960360360
## Williamsburg - Bushwick-Flushing - Clearview 0.666666667
## Willowbrook-Flushing - Clearview -0.737082671
## Fresh Meadows-Fordham - Bronx Pk -0.968455220
## Gramercy Park - Murray Hill-Fordham - Bronx Pk 0.610956545
## Greenpoint-Fordham - Bronx Pk 0.625225225
## Greenwich Village - SoHo-Fordham - Bronx Pk 0.081544780
## High Bridge - Morrisania-Fordham - Bronx Pk 1.016838898
## Hunts Point - Mott Haven-Fordham - Bronx Pk 0.081544780
## Jamaica-Fordham - Bronx Pk -1.006306306
## Kingsbridge - Riverdale-Fordham - Bronx Pk 0.216216216
## Long Island City - Astoria-Fordham - Bronx Pk 0.032432432
## Lower Manhattan-Fordham - Bronx Pk -0.336102279
## Northeast Bronx-Fordham - Bronx Pk 0.255855856
## Pelham - Throgs Neck-Fordham - Bronx Pk 0.297297297
## Port Richmond-Fordham - Bronx Pk -1.161102279
## Ridgewood - Forest Hills-Fordham - Bronx Pk -0.594594595
## Rockaways-Fordham - Bronx Pk -1.609009009
## South Beach - Tottenville-Fordham - Bronx Pk -2.440396396
## Southeast Queens-Fordham - Bronx Pk -1.149549550
## Southwest Queens-Fordham - Bronx Pk -0.952252252
## Stapleton - St. George-Fordham - Bronx Pk -1.397866985
## Sunset Park-Fordham - Bronx Pk 0.130630631
## Union Square - Lower East Side-Fordham - Bronx Pk -0.240514043
## Upper East Side-Fordham - Bronx Pk -0.406690514
## Upper West Side-Fordham - Bronx Pk 0.038738739
## Washington Heights-Fordham - Bronx Pk 0.280180180
## West Queens-Fordham - Bronx Pk 0.193693694
## Williamsburg - Bushwick-Fordham - Bronx Pk -0.100000000
## Willowbrook-Fordham - Bronx Pk -1.503749338
## Gramercy Park - Murray Hill-Fresh Meadows 1.579411765
## Greenpoint-Fresh Meadows 1.593680445
## Greenwich Village - SoHo-Fresh Meadows 1.050000000
## High Bridge - Morrisania-Fresh Meadows 1.985294118
## Hunts Point - Mott Haven-Fresh Meadows 1.050000000
## Jamaica-Fresh Meadows -0.037851086
## Kingsbridge - Riverdale-Fresh Meadows 1.184671436
## Long Island City - Astoria-Fresh Meadows 1.000887652
## Lower Manhattan-Fresh Meadows 0.632352941
## Northeast Bronx-Fresh Meadows 1.224311076
## Pelham - Throgs Neck-Fresh Meadows 1.265752517
## Port Richmond-Fresh Meadows -0.192647059
## Ridgewood - Forest Hills-Fresh Meadows 0.373860625
## Rockaways-Fresh Meadows -0.640553789
## South Beach - Tottenville-Fresh Meadows -1.471941176
## Southeast Queens-Fresh Meadows -0.181094330
## Southwest Queens-Fresh Meadows 0.016202968
## Stapleton - St. George-Fresh Meadows -0.429411765
## Sunset Park-Fresh Meadows 1.099085851
## Union Square - Lower East Side-Fresh Meadows 0.727941176
## Upper East Side-Fresh Meadows 0.561764706
## Upper West Side-Fresh Meadows 1.007193959
## Washington Heights-Fresh Meadows 1.248635400
## West Queens-Fresh Meadows 1.162148914
## Williamsburg - Bushwick-Fresh Meadows 0.868455220
## Willowbrook-Fresh Meadows -0.535294118
## Greenpoint-Gramercy Park - Murray Hill 0.014268680
## Greenwich Village - SoHo-Gramercy Park - Murray Hill -0.529411765
## High Bridge - Morrisania-Gramercy Park - Murray Hill 0.405882353
## Hunts Point - Mott Haven-Gramercy Park - Murray Hill -0.529411765
## Jamaica-Gramercy Park - Murray Hill -1.617262851
## Kingsbridge - Riverdale-Gramercy Park - Murray Hill -0.394740329
## Long Island City - Astoria-Gramercy Park - Murray Hill -0.578524112
## Lower Manhattan-Gramercy Park - Murray Hill -0.947058824
## Northeast Bronx-Gramercy Park - Murray Hill -0.355100689
## Pelham - Throgs Neck-Gramercy Park - Murray Hill -0.313659247
## Port Richmond-Gramercy Park - Murray Hill -1.772058824
## Ridgewood - Forest Hills-Gramercy Park - Murray Hill -1.205551139
## Rockaways-Gramercy Park - Murray Hill -2.219965554
## South Beach - Tottenville-Gramercy Park - Murray Hill -3.051352941
## Southeast Queens-Gramercy Park - Murray Hill -1.760506094
## Southwest Queens-Gramercy Park - Murray Hill -1.563208797
## Stapleton - St. George-Gramercy Park - Murray Hill -2.008823529
## Sunset Park-Gramercy Park - Murray Hill -0.480325914
## Union Square - Lower East Side-Gramercy Park - Murray Hill -0.851470588
## Upper East Side-Gramercy Park - Murray Hill -1.017647059
## Upper West Side-Gramercy Park - Murray Hill -0.572217806
## Washington Heights-Gramercy Park - Murray Hill -0.330776365
## West Queens-Gramercy Park - Murray Hill -0.417262851
## Williamsburg - Bushwick-Gramercy Park - Murray Hill -0.710956545
## Willowbrook-Gramercy Park - Murray Hill -2.114705882
## Greenwich Village - SoHo-Greenpoint -0.543680445
## High Bridge - Morrisania-Greenpoint 0.391613672
## Hunts Point - Mott Haven-Greenpoint -0.543680445
## Jamaica-Greenpoint -1.631531532
## Kingsbridge - Riverdale-Greenpoint -0.409009009
## Long Island City - Astoria-Greenpoint -0.592792793
## Lower Manhattan-Greenpoint -0.961327504
## Northeast Bronx-Greenpoint -0.369369369
## Pelham - Throgs Neck-Greenpoint -0.327927928
## Port Richmond-Greenpoint -1.786327504
## Ridgewood - Forest Hills-Greenpoint -1.219819820
## Rockaways-Greenpoint -2.234234234
## South Beach - Tottenville-Greenpoint -3.065621622
## Southeast Queens-Greenpoint -1.774774775
## Southwest Queens-Greenpoint -1.577477477
## Stapleton - St. George-Greenpoint -2.023092210
## Sunset Park-Greenpoint -0.494594595
## Union Square - Lower East Side-Greenpoint -0.865739269
## Upper East Side-Greenpoint -1.031915739
## Upper West Side-Greenpoint -0.586486486
## Washington Heights-Greenpoint -0.345045045
## West Queens-Greenpoint -0.431531532
## Williamsburg - Bushwick-Greenpoint -0.725225225
## Willowbrook-Greenpoint -2.128974563
## High Bridge - Morrisania-Greenwich Village - SoHo 0.935294118
## Hunts Point - Mott Haven-Greenwich Village - SoHo 0.000000000
## Jamaica-Greenwich Village - SoHo -1.087851086
## Kingsbridge - Riverdale-Greenwich Village - SoHo 0.134671436
## Long Island City - Astoria-Greenwich Village - SoHo -0.049112348
## Lower Manhattan-Greenwich Village - SoHo -0.417647059
## Northeast Bronx-Greenwich Village - SoHo 0.174311076
## Pelham - Throgs Neck-Greenwich Village - SoHo 0.215752517
## Port Richmond-Greenwich Village - SoHo -1.242647059
## Ridgewood - Forest Hills-Greenwich Village - SoHo -0.676139375
## Rockaways-Greenwich Village - SoHo -1.690553789
## South Beach - Tottenville-Greenwich Village - SoHo -2.521941176
## Southeast Queens-Greenwich Village - SoHo -1.231094330
## Southwest Queens-Greenwich Village - SoHo -1.033797032
## Stapleton - St. George-Greenwich Village - SoHo -1.479411765
## Sunset Park-Greenwich Village - SoHo 0.049085851
## Union Square - Lower East Side-Greenwich Village - SoHo -0.322058824
## Upper East Side-Greenwich Village - SoHo -0.488235294
## Upper West Side-Greenwich Village - SoHo -0.042806041
## Washington Heights-Greenwich Village - SoHo 0.198635400
## West Queens-Greenwich Village - SoHo 0.112148914
## Williamsburg - Bushwick-Greenwich Village - SoHo -0.181544780
## Willowbrook-Greenwich Village - SoHo -1.585294118
## Hunts Point - Mott Haven-High Bridge - Morrisania -0.935294118
## Jamaica-High Bridge - Morrisania -2.023145204
## Kingsbridge - Riverdale-High Bridge - Morrisania -0.800622682
## Long Island City - Astoria-High Bridge - Morrisania -0.984406465
## Lower Manhattan-High Bridge - Morrisania -1.352941176
## Northeast Bronx-High Bridge - Morrisania -0.760983042
## Pelham - Throgs Neck-High Bridge - Morrisania -0.719541600
## Port Richmond-High Bridge - Morrisania -2.177941176
## Ridgewood - Forest Hills-High Bridge - Morrisania -1.611433492
## Rockaways-High Bridge - Morrisania -2.625847907
## South Beach - Tottenville-High Bridge - Morrisania -3.457235294
## Southeast Queens-High Bridge - Morrisania -2.166388447
## Southwest Queens-High Bridge - Morrisania -1.969091150
## Stapleton - St. George-High Bridge - Morrisania -2.414705882
## Sunset Park-High Bridge - Morrisania -0.886208267
## Union Square - Lower East Side-High Bridge - Morrisania -1.257352941
## Upper East Side-High Bridge - Morrisania -1.423529412
## Upper West Side-High Bridge - Morrisania -0.978100159
## Washington Heights-High Bridge - Morrisania -0.736658718
## West Queens-High Bridge - Morrisania -0.823145204
## Williamsburg - Bushwick-High Bridge - Morrisania -1.116838898
## Willowbrook-High Bridge - Morrisania -2.520588235
## Jamaica-Hunts Point - Mott Haven -1.087851086
## Kingsbridge - Riverdale-Hunts Point - Mott Haven 0.134671436
## Long Island City - Astoria-Hunts Point - Mott Haven -0.049112348
## Lower Manhattan-Hunts Point - Mott Haven -0.417647059
## Northeast Bronx-Hunts Point - Mott Haven 0.174311076
## Pelham - Throgs Neck-Hunts Point - Mott Haven 0.215752517
## Port Richmond-Hunts Point - Mott Haven -1.242647059
## Ridgewood - Forest Hills-Hunts Point - Mott Haven -0.676139375
## Rockaways-Hunts Point - Mott Haven -1.690553789
## South Beach - Tottenville-Hunts Point - Mott Haven -2.521941176
## Southeast Queens-Hunts Point - Mott Haven -1.231094330
## Southwest Queens-Hunts Point - Mott Haven -1.033797032
## Stapleton - St. George-Hunts Point - Mott Haven -1.479411765
## Sunset Park-Hunts Point - Mott Haven 0.049085851
## Union Square - Lower East Side-Hunts Point - Mott Haven -0.322058824
## Upper East Side-Hunts Point - Mott Haven -0.488235294
## Upper West Side-Hunts Point - Mott Haven -0.042806041
## Washington Heights-Hunts Point - Mott Haven 0.198635400
## West Queens-Hunts Point - Mott Haven 0.112148914
## Williamsburg - Bushwick-Hunts Point - Mott Haven -0.181544780
## Willowbrook-Hunts Point - Mott Haven -1.585294118
## Kingsbridge - Riverdale-Jamaica 1.222522523
## Long Island City - Astoria-Jamaica 1.038738739
## Lower Manhattan-Jamaica 0.670204028
## Northeast Bronx-Jamaica 1.262162162
## Pelham - Throgs Neck-Jamaica 1.303603604
## Port Richmond-Jamaica -0.154795972
## Ridgewood - Forest Hills-Jamaica 0.411711712
## Rockaways-Jamaica -0.602702703
## South Beach - Tottenville-Jamaica -1.434090090
## Southeast Queens-Jamaica -0.143243243
## Southwest Queens-Jamaica 0.054054054
## Stapleton - St. George-Jamaica -0.391560678
## Sunset Park-Jamaica 1.136936937
## Union Square - Lower East Side-Jamaica 0.765792263
## Upper East Side-Jamaica 0.599615792
## Upper West Side-Jamaica 1.045045045
## Washington Heights-Jamaica 1.286486486
## West Queens-Jamaica 1.200000000
## Williamsburg - Bushwick-Jamaica 0.906306306
## Willowbrook-Jamaica -0.497443031
## Long Island City - Astoria-Kingsbridge - Riverdale -0.183783784
## Lower Manhattan-Kingsbridge - Riverdale -0.552318495
## Northeast Bronx-Kingsbridge - Riverdale 0.039639640
## Pelham - Throgs Neck-Kingsbridge - Riverdale 0.081081081
## Port Richmond-Kingsbridge - Riverdale -1.377318495
## Ridgewood - Forest Hills-Kingsbridge - Riverdale -0.810810811
## Rockaways-Kingsbridge - Riverdale -1.825225225
## South Beach - Tottenville-Kingsbridge - Riverdale -2.656612613
## Southeast Queens-Kingsbridge - Riverdale -1.365765766
## Southwest Queens-Kingsbridge - Riverdale -1.168468468
## Stapleton - St. George-Kingsbridge - Riverdale -1.614083201
## Sunset Park-Kingsbridge - Riverdale -0.085585586
## Union Square - Lower East Side-Kingsbridge - Riverdale -0.456730260
## Upper East Side-Kingsbridge - Riverdale -0.622906730
## Upper West Side-Kingsbridge - Riverdale -0.177477477
## Washington Heights-Kingsbridge - Riverdale 0.063963964
## West Queens-Kingsbridge - Riverdale -0.022522523
## Williamsburg - Bushwick-Kingsbridge - Riverdale -0.316216216
## Willowbrook-Kingsbridge - Riverdale -1.719965554
## Lower Manhattan-Long Island City - Astoria -0.368534711
## Northeast Bronx-Long Island City - Astoria 0.223423423
## Pelham - Throgs Neck-Long Island City - Astoria 0.264864865
## Port Richmond-Long Island City - Astoria -1.193534711
## Ridgewood - Forest Hills-Long Island City - Astoria -0.627027027
## Rockaways-Long Island City - Astoria -1.641441441
## South Beach - Tottenville-Long Island City - Astoria -2.472828829
## Southeast Queens-Long Island City - Astoria -1.181981982
## Southwest Queens-Long Island City - Astoria -0.984684685
## Stapleton - St. George-Long Island City - Astoria -1.430299417
## Sunset Park-Long Island City - Astoria 0.098198198
## Union Square - Lower East Side-Long Island City - Astoria -0.272946476
## Upper East Side-Long Island City - Astoria -0.439122946
## Upper West Side-Long Island City - Astoria 0.006306306
## Washington Heights-Long Island City - Astoria 0.247747748
## West Queens-Long Island City - Astoria 0.161261261
## Williamsburg - Bushwick-Long Island City - Astoria -0.132432432
## Willowbrook-Long Island City - Astoria -1.536181770
## Northeast Bronx-Lower Manhattan 0.591958135
## Pelham - Throgs Neck-Lower Manhattan 0.633399576
## Port Richmond-Lower Manhattan -0.825000000
## Ridgewood - Forest Hills-Lower Manhattan -0.258492316
## Rockaways-Lower Manhattan -1.272906730
## South Beach - Tottenville-Lower Manhattan -2.104294118
## Southeast Queens-Lower Manhattan -0.813447271
## Southwest Queens-Lower Manhattan -0.616149974
## Stapleton - St. George-Lower Manhattan -1.061764706
## Sunset Park-Lower Manhattan 0.466732909
## Union Square - Lower East Side-Lower Manhattan 0.095588235
## Upper East Side-Lower Manhattan -0.070588235
## Upper West Side-Lower Manhattan 0.374841017
## Washington Heights-Lower Manhattan 0.616282459
## West Queens-Lower Manhattan 0.529795972
## Williamsburg - Bushwick-Lower Manhattan 0.236102279
## Willowbrook-Lower Manhattan -1.167647059
## Pelham - Throgs Neck-Northeast Bronx 0.041441441
## Port Richmond-Northeast Bronx -1.416958135
## Ridgewood - Forest Hills-Northeast Bronx -0.850450450
## Rockaways-Northeast Bronx -1.864864865
## South Beach - Tottenville-Northeast Bronx -2.696252252
## Southeast Queens-Northeast Bronx -1.405405405
## Southwest Queens-Northeast Bronx -1.208108108
## Stapleton - St. George-Northeast Bronx -1.653722840
## Sunset Park-Northeast Bronx -0.125225225
## Union Square - Lower East Side-Northeast Bronx -0.496369899
## Upper East Side-Northeast Bronx -0.662546370
## Upper West Side-Northeast Bronx -0.217117117
## Washington Heights-Northeast Bronx 0.024324324
## West Queens-Northeast Bronx -0.062162162
## Williamsburg - Bushwick-Northeast Bronx -0.355855856
## Willowbrook-Northeast Bronx -1.759605193
## Port Richmond-Pelham - Throgs Neck -1.458399576
## Ridgewood - Forest Hills-Pelham - Throgs Neck -0.891891892
## Rockaways-Pelham - Throgs Neck -1.906306306
## South Beach - Tottenville-Pelham - Throgs Neck -2.737693694
## Southeast Queens-Pelham - Throgs Neck -1.446846847
## Southwest Queens-Pelham - Throgs Neck -1.249549550
## Stapleton - St. George-Pelham - Throgs Neck -1.695164282
## Sunset Park-Pelham - Throgs Neck -0.166666667
## Union Square - Lower East Side-Pelham - Throgs Neck -0.537811341
## Upper East Side-Pelham - Throgs Neck -0.703987811
## Upper West Side-Pelham - Throgs Neck -0.258558559
## Washington Heights-Pelham - Throgs Neck -0.017117117
## West Queens-Pelham - Throgs Neck -0.103603604
## Williamsburg - Bushwick-Pelham - Throgs Neck -0.397297297
## Willowbrook-Pelham - Throgs Neck -1.801046635
## Ridgewood - Forest Hills-Port Richmond 0.566507684
## Rockaways-Port Richmond -0.447906730
## South Beach - Tottenville-Port Richmond -1.279294118
## Southeast Queens-Port Richmond 0.011552729
## Southwest Queens-Port Richmond 0.208850026
## Stapleton - St. George-Port Richmond -0.236764706
## Sunset Park-Port Richmond 1.291732909
## Union Square - Lower East Side-Port Richmond 0.920588235
## Upper East Side-Port Richmond 0.754411765
## Upper West Side-Port Richmond 1.199841017
## Washington Heights-Port Richmond 1.441282459
## West Queens-Port Richmond 1.354795972
## Williamsburg - Bushwick-Port Richmond 1.061102279
## Willowbrook-Port Richmond -0.342647059
## Rockaways-Ridgewood - Forest Hills -1.014414414
## South Beach - Tottenville-Ridgewood - Forest Hills -1.845801802
## Southeast Queens-Ridgewood - Forest Hills -0.554954955
## Southwest Queens-Ridgewood - Forest Hills -0.357657658
## Stapleton - St. George-Ridgewood - Forest Hills -0.803272390
## Sunset Park-Ridgewood - Forest Hills 0.725225225
## Union Square - Lower East Side-Ridgewood - Forest Hills 0.354080551
## Upper East Side-Ridgewood - Forest Hills 0.187904081
## Upper West Side-Ridgewood - Forest Hills 0.633333333
## Washington Heights-Ridgewood - Forest Hills 0.874774775
## West Queens-Ridgewood - Forest Hills 0.788288288
## Williamsburg - Bushwick-Ridgewood - Forest Hills 0.494594595
## Willowbrook-Ridgewood - Forest Hills -0.909154743
## South Beach - Tottenville-Rockaways -0.831387387
## Southeast Queens-Rockaways 0.459459459
## Southwest Queens-Rockaways 0.656756757
## Stapleton - St. George-Rockaways 0.211142024
## Sunset Park-Rockaways 1.739639640
## Union Square - Lower East Side-Rockaways 1.368494966
## Upper East Side-Rockaways 1.202318495
## Upper West Side-Rockaways 1.647747748
## Washington Heights-Rockaways 1.889189189
## West Queens-Rockaways 1.802702703
## Williamsburg - Bushwick-Rockaways 1.509009009
## Willowbrook-Rockaways 0.105259671
## Southeast Queens-South Beach - Tottenville 1.290846847
## Southwest Queens-South Beach - Tottenville 1.488144144
## Stapleton - St. George-South Beach - Tottenville 1.042529412
## Sunset Park-South Beach - Tottenville 2.571027027
## Union Square - Lower East Side-South Beach - Tottenville 2.199882353
## Upper East Side-South Beach - Tottenville 2.033705882
## Upper West Side-South Beach - Tottenville 2.479135135
## Washington Heights-South Beach - Tottenville 2.720576577
## West Queens-South Beach - Tottenville 2.634090090
## Williamsburg - Bushwick-South Beach - Tottenville 2.340396396
## Willowbrook-South Beach - Tottenville 0.936647059
## Southwest Queens-Southeast Queens 0.197297297
## Stapleton - St. George-Southeast Queens -0.248317435
## Sunset Park-Southeast Queens 1.280180180
## Union Square - Lower East Side-Southeast Queens 0.909035506
## Upper East Side-Southeast Queens 0.742859036
## Upper West Side-Southeast Queens 1.188288288
## Washington Heights-Southeast Queens 1.429729730
## West Queens-Southeast Queens 1.343243243
## Williamsburg - Bushwick-Southeast Queens 1.049549550
## Willowbrook-Southeast Queens -0.354199788
## Stapleton - St. George-Southwest Queens -0.445614732
## Sunset Park-Southwest Queens 1.082882883
## Union Square - Lower East Side-Southwest Queens 0.711738209
## Upper East Side-Southwest Queens 0.545561738
## Upper West Side-Southwest Queens 0.990990991
## Washington Heights-Southwest Queens 1.232432432
## West Queens-Southwest Queens 1.145945946
## Williamsburg - Bushwick-Southwest Queens 0.852252252
## Willowbrook-Southwest Queens -0.551497085
## Sunset Park-Stapleton - St. George 1.528497615
## Union Square - Lower East Side-Stapleton - St. George 1.157352941
## Upper East Side-Stapleton - St. George 0.991176471
## Upper West Side-Stapleton - St. George 1.436605723
## Washington Heights-Stapleton - St. George 1.678047165
## West Queens-Stapleton - St. George 1.591560678
## Williamsburg - Bushwick-Stapleton - St. George 1.297866985
## Willowbrook-Stapleton - St. George -0.105882353
## Union Square - Lower East Side-Sunset Park -0.371144674
## Upper East Side-Sunset Park -0.537321145
## Upper West Side-Sunset Park -0.091891892
## Washington Heights-Sunset Park 0.149549550
## West Queens-Sunset Park 0.063063063
## Williamsburg - Bushwick-Sunset Park -0.230630631
## Willowbrook-Sunset Park -1.634379968
## Upper East Side-Union Square - Lower East Side -0.166176471
## Upper West Side-Union Square - Lower East Side 0.279252782
## Washington Heights-Union Square - Lower East Side 0.520694224
## West Queens-Union Square - Lower East Side 0.434207737
## Williamsburg - Bushwick-Union Square - Lower East Side 0.140514043
## Willowbrook-Union Square - Lower East Side -1.263235294
## Upper West Side-Upper East Side 0.445429253
## Washington Heights-Upper East Side 0.686870694
## West Queens-Upper East Side 0.600384208
## Williamsburg - Bushwick-Upper East Side 0.306690514
## Willowbrook-Upper East Side -1.097058824
## Washington Heights-Upper West Side 0.241441441
## West Queens-Upper West Side 0.154954955
## Williamsburg - Bushwick-Upper West Side -0.138738739
## Willowbrook-Upper West Side -1.542488076
## West Queens-Washington Heights -0.086486486
## Williamsburg - Bushwick-Washington Heights -0.380180180
## Willowbrook-Washington Heights -1.783929518
## Williamsburg - Bushwick-West Queens -0.293693694
## Willowbrook-West Queens -1.697443031
## Willowbrook-Williamsburg - Bushwick -1.403749338
## lwr upr
## Bedford Stuyvesant - Crown Heights-Bayside - Little Neck NaN NaN
## Bensonhurst - Bay Ridge-Bayside - Little Neck NaN NaN
## Borough Park-Bayside - Little Neck NaN NaN
## Canarsie - Flatlands-Bayside - Little Neck NaN NaN
## Central Harlem - Morningside Heights-Bayside - Little Neck NaN NaN
## Chelsea - Clinton-Bayside - Little Neck NaN NaN
## Coney Island - Sheepshead Bay-Bayside - Little Neck NaN NaN
## Crotona -Tremont-Bayside - Little Neck NaN NaN
## Downtown - Heights - Slope-Bayside - Little Neck NaN NaN
## East Flatbush - Flatbush-Bayside - Little Neck NaN NaN
## East Harlem-Bayside - Little Neck NaN NaN
## East New York-Bayside - Little Neck NaN NaN
## Flushing - Clearview-Bayside - Little Neck NaN NaN
## Fordham - Bronx Pk-Bayside - Little Neck NaN NaN
## Fresh Meadows-Bayside - Little Neck NaN NaN
## Gramercy Park - Murray Hill-Bayside - Little Neck NaN NaN
## Greenpoint-Bayside - Little Neck NaN NaN
## Greenwich Village - SoHo-Bayside - Little Neck NaN NaN
## High Bridge - Morrisania-Bayside - Little Neck NaN NaN
## Hunts Point - Mott Haven-Bayside - Little Neck NaN NaN
## Jamaica-Bayside - Little Neck NaN NaN
## Kingsbridge - Riverdale-Bayside - Little Neck NaN NaN
## Long Island City - Astoria-Bayside - Little Neck NaN NaN
## Lower Manhattan-Bayside - Little Neck NaN NaN
## Northeast Bronx-Bayside - Little Neck NaN NaN
## Pelham - Throgs Neck-Bayside - Little Neck NaN NaN
## Port Richmond-Bayside - Little Neck NaN NaN
## Ridgewood - Forest Hills-Bayside - Little Neck NaN NaN
## Rockaways-Bayside - Little Neck NaN NaN
## South Beach - Tottenville-Bayside - Little Neck NaN NaN
## Southeast Queens-Bayside - Little Neck NaN NaN
## Southwest Queens-Bayside - Little Neck NaN NaN
## Stapleton - St. George-Bayside - Little Neck NaN NaN
## Sunset Park-Bayside - Little Neck NaN NaN
## Union Square - Lower East Side-Bayside - Little Neck NaN NaN
## Upper East Side-Bayside - Little Neck NaN NaN
## Upper West Side-Bayside - Little Neck NaN NaN
## Washington Heights-Bayside - Little Neck NaN NaN
## West Queens-Bayside - Little Neck NaN NaN
## Williamsburg - Bushwick-Bayside - Little Neck NaN NaN
## Willowbrook-Bayside - Little Neck NaN NaN
## Bensonhurst - Bay Ridge-Bedford Stuyvesant - Crown Heights NaN NaN
## Borough Park-Bedford Stuyvesant - Crown Heights NaN NaN
## Canarsie - Flatlands-Bedford Stuyvesant - Crown Heights NaN NaN
## Central Harlem - Morningside Heights-Bedford Stuyvesant - Crown Heights NaN NaN
## Chelsea - Clinton-Bedford Stuyvesant - Crown Heights NaN NaN
## Coney Island - Sheepshead Bay-Bedford Stuyvesant - Crown Heights NaN NaN
## Crotona -Tremont-Bedford Stuyvesant - Crown Heights NaN NaN
## Downtown - Heights - Slope-Bedford Stuyvesant - Crown Heights NaN NaN
## East Flatbush - Flatbush-Bedford Stuyvesant - Crown Heights NaN NaN
## East Harlem-Bedford Stuyvesant - Crown Heights NaN NaN
## East New York-Bedford Stuyvesant - Crown Heights NaN NaN
## Flushing - Clearview-Bedford Stuyvesant - Crown Heights NaN NaN
## Fordham - Bronx Pk-Bedford Stuyvesant - Crown Heights NaN NaN
## Fresh Meadows-Bedford Stuyvesant - Crown Heights NaN NaN
## Gramercy Park - Murray Hill-Bedford Stuyvesant - Crown Heights NaN NaN
## Greenpoint-Bedford Stuyvesant - Crown Heights NaN NaN
## Greenwich Village - SoHo-Bedford Stuyvesant - Crown Heights NaN NaN
## High Bridge - Morrisania-Bedford Stuyvesant - Crown Heights NaN NaN
## Hunts Point - Mott Haven-Bedford Stuyvesant - Crown Heights NaN NaN
## Jamaica-Bedford Stuyvesant - Crown Heights NaN NaN
## Kingsbridge - Riverdale-Bedford Stuyvesant - Crown Heights NaN NaN
## Long Island City - Astoria-Bedford Stuyvesant - Crown Heights NaN NaN
## Lower Manhattan-Bedford Stuyvesant - Crown Heights NaN NaN
## Northeast Bronx-Bedford Stuyvesant - Crown Heights NaN NaN
## Pelham - Throgs Neck-Bedford Stuyvesant - Crown Heights NaN NaN
## Port Richmond-Bedford Stuyvesant - Crown Heights NaN NaN
## Ridgewood - Forest Hills-Bedford Stuyvesant - Crown Heights NaN NaN
## Rockaways-Bedford Stuyvesant - Crown Heights NaN NaN
## South Beach - Tottenville-Bedford Stuyvesant - Crown Heights NaN NaN
## Southeast Queens-Bedford Stuyvesant - Crown Heights NaN NaN
## Southwest Queens-Bedford Stuyvesant - Crown Heights NaN NaN
## Stapleton - St. George-Bedford Stuyvesant - Crown Heights NaN NaN
## Sunset Park-Bedford Stuyvesant - Crown Heights NaN NaN
## Union Square - Lower East Side-Bedford Stuyvesant - Crown Heights NaN NaN
## Upper East Side-Bedford Stuyvesant - Crown Heights NaN NaN
## Upper West Side-Bedford Stuyvesant - Crown Heights NaN NaN
## Washington Heights-Bedford Stuyvesant - Crown Heights NaN NaN
## West Queens-Bedford Stuyvesant - Crown Heights NaN NaN
## Williamsburg - Bushwick-Bedford Stuyvesant - Crown Heights NaN NaN
## Willowbrook-Bedford Stuyvesant - Crown Heights NaN NaN
## Borough Park-Bensonhurst - Bay Ridge NaN NaN
## Canarsie - Flatlands-Bensonhurst - Bay Ridge NaN NaN
## Central Harlem - Morningside Heights-Bensonhurst - Bay Ridge NaN NaN
## Chelsea - Clinton-Bensonhurst - Bay Ridge NaN NaN
## Coney Island - Sheepshead Bay-Bensonhurst - Bay Ridge NaN NaN
## Crotona -Tremont-Bensonhurst - Bay Ridge NaN NaN
## Downtown - Heights - Slope-Bensonhurst - Bay Ridge NaN NaN
## East Flatbush - Flatbush-Bensonhurst - Bay Ridge NaN NaN
## East Harlem-Bensonhurst - Bay Ridge NaN NaN
## East New York-Bensonhurst - Bay Ridge NaN NaN
## Flushing - Clearview-Bensonhurst - Bay Ridge NaN NaN
## Fordham - Bronx Pk-Bensonhurst - Bay Ridge NaN NaN
## Fresh Meadows-Bensonhurst - Bay Ridge NaN NaN
## Gramercy Park - Murray Hill-Bensonhurst - Bay Ridge NaN NaN
## Greenpoint-Bensonhurst - Bay Ridge NaN NaN
## Greenwich Village - SoHo-Bensonhurst - Bay Ridge NaN NaN
## High Bridge - Morrisania-Bensonhurst - Bay Ridge NaN NaN
## Hunts Point - Mott Haven-Bensonhurst - Bay Ridge NaN NaN
## Jamaica-Bensonhurst - Bay Ridge NaN NaN
## Kingsbridge - Riverdale-Bensonhurst - Bay Ridge NaN NaN
## Long Island City - Astoria-Bensonhurst - Bay Ridge NaN NaN
## Lower Manhattan-Bensonhurst - Bay Ridge NaN NaN
## Northeast Bronx-Bensonhurst - Bay Ridge NaN NaN
## Pelham - Throgs Neck-Bensonhurst - Bay Ridge NaN NaN
## Port Richmond-Bensonhurst - Bay Ridge NaN NaN
## Ridgewood - Forest Hills-Bensonhurst - Bay Ridge NaN NaN
## Rockaways-Bensonhurst - Bay Ridge NaN NaN
## South Beach - Tottenville-Bensonhurst - Bay Ridge NaN NaN
## Southeast Queens-Bensonhurst - Bay Ridge NaN NaN
## Southwest Queens-Bensonhurst - Bay Ridge NaN NaN
## Stapleton - St. George-Bensonhurst - Bay Ridge NaN NaN
## Sunset Park-Bensonhurst - Bay Ridge NaN NaN
## Union Square - Lower East Side-Bensonhurst - Bay Ridge NaN NaN
## Upper East Side-Bensonhurst - Bay Ridge NaN NaN
## Upper West Side-Bensonhurst - Bay Ridge NaN NaN
## Washington Heights-Bensonhurst - Bay Ridge NaN NaN
## West Queens-Bensonhurst - Bay Ridge NaN NaN
## Williamsburg - Bushwick-Bensonhurst - Bay Ridge NaN NaN
## Willowbrook-Bensonhurst - Bay Ridge NaN NaN
## Canarsie - Flatlands-Borough Park NaN NaN
## Central Harlem - Morningside Heights-Borough Park NaN NaN
## Chelsea - Clinton-Borough Park NaN NaN
## Coney Island - Sheepshead Bay-Borough Park NaN NaN
## Crotona -Tremont-Borough Park NaN NaN
## Downtown - Heights - Slope-Borough Park NaN NaN
## East Flatbush - Flatbush-Borough Park NaN NaN
## East Harlem-Borough Park NaN NaN
## East New York-Borough Park NaN NaN
## Flushing - Clearview-Borough Park NaN NaN
## Fordham - Bronx Pk-Borough Park NaN NaN
## Fresh Meadows-Borough Park NaN NaN
## Gramercy Park - Murray Hill-Borough Park NaN NaN
## Greenpoint-Borough Park NaN NaN
## Greenwich Village - SoHo-Borough Park NaN NaN
## High Bridge - Morrisania-Borough Park NaN NaN
## Hunts Point - Mott Haven-Borough Park NaN NaN
## Jamaica-Borough Park NaN NaN
## Kingsbridge - Riverdale-Borough Park NaN NaN
## Long Island City - Astoria-Borough Park NaN NaN
## Lower Manhattan-Borough Park NaN NaN
## Northeast Bronx-Borough Park NaN NaN
## Pelham - Throgs Neck-Borough Park NaN NaN
## Port Richmond-Borough Park NaN NaN
## Ridgewood - Forest Hills-Borough Park NaN NaN
## Rockaways-Borough Park NaN NaN
## South Beach - Tottenville-Borough Park NaN NaN
## Southeast Queens-Borough Park NaN NaN
## Southwest Queens-Borough Park NaN NaN
## Stapleton - St. George-Borough Park NaN NaN
## Sunset Park-Borough Park NaN NaN
## Union Square - Lower East Side-Borough Park NaN NaN
## Upper East Side-Borough Park NaN NaN
## Upper West Side-Borough Park NaN NaN
## Washington Heights-Borough Park NaN NaN
## West Queens-Borough Park NaN NaN
## Williamsburg - Bushwick-Borough Park NaN NaN
## Willowbrook-Borough Park NaN NaN
## Central Harlem - Morningside Heights-Canarsie - Flatlands NaN NaN
## Chelsea - Clinton-Canarsie - Flatlands NaN NaN
## Coney Island - Sheepshead Bay-Canarsie - Flatlands NaN NaN
## Crotona -Tremont-Canarsie - Flatlands NaN NaN
## Downtown - Heights - Slope-Canarsie - Flatlands NaN NaN
## East Flatbush - Flatbush-Canarsie - Flatlands NaN NaN
## East Harlem-Canarsie - Flatlands NaN NaN
## East New York-Canarsie - Flatlands NaN NaN
## Flushing - Clearview-Canarsie - Flatlands NaN NaN
## Fordham - Bronx Pk-Canarsie - Flatlands NaN NaN
## Fresh Meadows-Canarsie - Flatlands NaN NaN
## Gramercy Park - Murray Hill-Canarsie - Flatlands NaN NaN
## Greenpoint-Canarsie - Flatlands NaN NaN
## Greenwich Village - SoHo-Canarsie - Flatlands NaN NaN
## High Bridge - Morrisania-Canarsie - Flatlands NaN NaN
## Hunts Point - Mott Haven-Canarsie - Flatlands NaN NaN
## Jamaica-Canarsie - Flatlands NaN NaN
## Kingsbridge - Riverdale-Canarsie - Flatlands NaN NaN
## Long Island City - Astoria-Canarsie - Flatlands NaN NaN
## Lower Manhattan-Canarsie - Flatlands NaN NaN
## Northeast Bronx-Canarsie - Flatlands NaN NaN
## Pelham - Throgs Neck-Canarsie - Flatlands NaN NaN
## Port Richmond-Canarsie - Flatlands NaN NaN
## Ridgewood - Forest Hills-Canarsie - Flatlands NaN NaN
## Rockaways-Canarsie - Flatlands NaN NaN
## South Beach - Tottenville-Canarsie - Flatlands NaN NaN
## Southeast Queens-Canarsie - Flatlands NaN NaN
## Southwest Queens-Canarsie - Flatlands NaN NaN
## Stapleton - St. George-Canarsie - Flatlands NaN NaN
## Sunset Park-Canarsie - Flatlands NaN NaN
## Union Square - Lower East Side-Canarsie - Flatlands NaN NaN
## Upper East Side-Canarsie - Flatlands NaN NaN
## Upper West Side-Canarsie - Flatlands NaN NaN
## Washington Heights-Canarsie - Flatlands NaN NaN
## West Queens-Canarsie - Flatlands NaN NaN
## Williamsburg - Bushwick-Canarsie - Flatlands NaN NaN
## Willowbrook-Canarsie - Flatlands NaN NaN
## Chelsea - Clinton-Central Harlem - Morningside Heights NaN NaN
## Coney Island - Sheepshead Bay-Central Harlem - Morningside Heights NaN NaN
## Crotona -Tremont-Central Harlem - Morningside Heights NaN NaN
## Downtown - Heights - Slope-Central Harlem - Morningside Heights NaN NaN
## East Flatbush - Flatbush-Central Harlem - Morningside Heights NaN NaN
## East Harlem-Central Harlem - Morningside Heights NaN NaN
## East New York-Central Harlem - Morningside Heights NaN NaN
## Flushing - Clearview-Central Harlem - Morningside Heights NaN NaN
## Fordham - Bronx Pk-Central Harlem - Morningside Heights NaN NaN
## Fresh Meadows-Central Harlem - Morningside Heights NaN NaN
## Gramercy Park - Murray Hill-Central Harlem - Morningside Heights NaN NaN
## Greenpoint-Central Harlem - Morningside Heights NaN NaN
## Greenwich Village - SoHo-Central Harlem - Morningside Heights NaN NaN
## High Bridge - Morrisania-Central Harlem - Morningside Heights NaN NaN
## Hunts Point - Mott Haven-Central Harlem - Morningside Heights NaN NaN
## Jamaica-Central Harlem - Morningside Heights NaN NaN
## Kingsbridge - Riverdale-Central Harlem - Morningside Heights NaN NaN
## Long Island City - Astoria-Central Harlem - Morningside Heights NaN NaN
## Lower Manhattan-Central Harlem - Morningside Heights NaN NaN
## Northeast Bronx-Central Harlem - Morningside Heights NaN NaN
## Pelham - Throgs Neck-Central Harlem - Morningside Heights NaN NaN
## Port Richmond-Central Harlem - Morningside Heights NaN NaN
## Ridgewood - Forest Hills-Central Harlem - Morningside Heights NaN NaN
## Rockaways-Central Harlem - Morningside Heights NaN NaN
## South Beach - Tottenville-Central Harlem - Morningside Heights NaN NaN
## Southeast Queens-Central Harlem - Morningside Heights NaN NaN
## Southwest Queens-Central Harlem - Morningside Heights NaN NaN
## Stapleton - St. George-Central Harlem - Morningside Heights NaN NaN
## Sunset Park-Central Harlem - Morningside Heights NaN NaN
## Union Square - Lower East Side-Central Harlem - Morningside Heights NaN NaN
## Upper East Side-Central Harlem - Morningside Heights NaN NaN
## Upper West Side-Central Harlem - Morningside Heights NaN NaN
## Washington Heights-Central Harlem - Morningside Heights NaN NaN
## West Queens-Central Harlem - Morningside Heights NaN NaN
## Williamsburg - Bushwick-Central Harlem - Morningside Heights NaN NaN
## Willowbrook-Central Harlem - Morningside Heights NaN NaN
## Coney Island - Sheepshead Bay-Chelsea - Clinton NaN NaN
## Crotona -Tremont-Chelsea - Clinton NaN NaN
## Downtown - Heights - Slope-Chelsea - Clinton NaN NaN
## East Flatbush - Flatbush-Chelsea - Clinton NaN NaN
## East Harlem-Chelsea - Clinton NaN NaN
## East New York-Chelsea - Clinton NaN NaN
## Flushing - Clearview-Chelsea - Clinton NaN NaN
## Fordham - Bronx Pk-Chelsea - Clinton NaN NaN
## Fresh Meadows-Chelsea - Clinton NaN NaN
## Gramercy Park - Murray Hill-Chelsea - Clinton NaN NaN
## Greenpoint-Chelsea - Clinton NaN NaN
## Greenwich Village - SoHo-Chelsea - Clinton NaN NaN
## High Bridge - Morrisania-Chelsea - Clinton NaN NaN
## Hunts Point - Mott Haven-Chelsea - Clinton NaN NaN
## Jamaica-Chelsea - Clinton NaN NaN
## Kingsbridge - Riverdale-Chelsea - Clinton NaN NaN
## Long Island City - Astoria-Chelsea - Clinton NaN NaN
## Lower Manhattan-Chelsea - Clinton NaN NaN
## Northeast Bronx-Chelsea - Clinton NaN NaN
## Pelham - Throgs Neck-Chelsea - Clinton NaN NaN
## Port Richmond-Chelsea - Clinton NaN NaN
## Ridgewood - Forest Hills-Chelsea - Clinton NaN NaN
## Rockaways-Chelsea - Clinton NaN NaN
## South Beach - Tottenville-Chelsea - Clinton NaN NaN
## Southeast Queens-Chelsea - Clinton NaN NaN
## Southwest Queens-Chelsea - Clinton NaN NaN
## Stapleton - St. George-Chelsea - Clinton NaN NaN
## Sunset Park-Chelsea - Clinton NaN NaN
## Union Square - Lower East Side-Chelsea - Clinton NaN NaN
## Upper East Side-Chelsea - Clinton NaN NaN
## Upper West Side-Chelsea - Clinton NaN NaN
## Washington Heights-Chelsea - Clinton NaN NaN
## West Queens-Chelsea - Clinton NaN NaN
## Williamsburg - Bushwick-Chelsea - Clinton NaN NaN
## Willowbrook-Chelsea - Clinton NaN NaN
## Crotona -Tremont-Coney Island - Sheepshead Bay NaN NaN
## Downtown - Heights - Slope-Coney Island - Sheepshead Bay NaN NaN
## East Flatbush - Flatbush-Coney Island - Sheepshead Bay NaN NaN
## East Harlem-Coney Island - Sheepshead Bay NaN NaN
## East New York-Coney Island - Sheepshead Bay NaN NaN
## Flushing - Clearview-Coney Island - Sheepshead Bay NaN NaN
## Fordham - Bronx Pk-Coney Island - Sheepshead Bay NaN NaN
## Fresh Meadows-Coney Island - Sheepshead Bay NaN NaN
## Gramercy Park - Murray Hill-Coney Island - Sheepshead Bay NaN NaN
## Greenpoint-Coney Island - Sheepshead Bay NaN NaN
## Greenwich Village - SoHo-Coney Island - Sheepshead Bay NaN NaN
## High Bridge - Morrisania-Coney Island - Sheepshead Bay NaN NaN
## Hunts Point - Mott Haven-Coney Island - Sheepshead Bay NaN NaN
## Jamaica-Coney Island - Sheepshead Bay NaN NaN
## Kingsbridge - Riverdale-Coney Island - Sheepshead Bay NaN NaN
## Long Island City - Astoria-Coney Island - Sheepshead Bay NaN NaN
## Lower Manhattan-Coney Island - Sheepshead Bay NaN NaN
## Northeast Bronx-Coney Island - Sheepshead Bay NaN NaN
## Pelham - Throgs Neck-Coney Island - Sheepshead Bay NaN NaN
## Port Richmond-Coney Island - Sheepshead Bay NaN NaN
## Ridgewood - Forest Hills-Coney Island - Sheepshead Bay NaN NaN
## Rockaways-Coney Island - Sheepshead Bay NaN NaN
## South Beach - Tottenville-Coney Island - Sheepshead Bay NaN NaN
## Southeast Queens-Coney Island - Sheepshead Bay NaN NaN
## Southwest Queens-Coney Island - Sheepshead Bay NaN NaN
## Stapleton - St. George-Coney Island - Sheepshead Bay NaN NaN
## Sunset Park-Coney Island - Sheepshead Bay NaN NaN
## Union Square - Lower East Side-Coney Island - Sheepshead Bay NaN NaN
## Upper East Side-Coney Island - Sheepshead Bay NaN NaN
## Upper West Side-Coney Island - Sheepshead Bay NaN NaN
## Washington Heights-Coney Island - Sheepshead Bay NaN NaN
## West Queens-Coney Island - Sheepshead Bay NaN NaN
## Williamsburg - Bushwick-Coney Island - Sheepshead Bay NaN NaN
## Willowbrook-Coney Island - Sheepshead Bay NaN NaN
## Downtown - Heights - Slope-Crotona -Tremont NaN NaN
## East Flatbush - Flatbush-Crotona -Tremont NaN NaN
## East Harlem-Crotona -Tremont NaN NaN
## East New York-Crotona -Tremont NaN NaN
## Flushing - Clearview-Crotona -Tremont NaN NaN
## Fordham - Bronx Pk-Crotona -Tremont NaN NaN
## Fresh Meadows-Crotona -Tremont NaN NaN
## Gramercy Park - Murray Hill-Crotona -Tremont NaN NaN
## Greenpoint-Crotona -Tremont NaN NaN
## Greenwich Village - SoHo-Crotona -Tremont NaN NaN
## High Bridge - Morrisania-Crotona -Tremont NaN NaN
## Hunts Point - Mott Haven-Crotona -Tremont NaN NaN
## Jamaica-Crotona -Tremont NaN NaN
## Kingsbridge - Riverdale-Crotona -Tremont NaN NaN
## Long Island City - Astoria-Crotona -Tremont NaN NaN
## Lower Manhattan-Crotona -Tremont NaN NaN
## Northeast Bronx-Crotona -Tremont NaN NaN
## Pelham - Throgs Neck-Crotona -Tremont NaN NaN
## Port Richmond-Crotona -Tremont NaN NaN
## Ridgewood - Forest Hills-Crotona -Tremont NaN NaN
## Rockaways-Crotona -Tremont NaN NaN
## South Beach - Tottenville-Crotona -Tremont NaN NaN
## Southeast Queens-Crotona -Tremont NaN NaN
## Southwest Queens-Crotona -Tremont NaN NaN
## Stapleton - St. George-Crotona -Tremont NaN NaN
## Sunset Park-Crotona -Tremont NaN NaN
## Union Square - Lower East Side-Crotona -Tremont NaN NaN
## Upper East Side-Crotona -Tremont NaN NaN
## Upper West Side-Crotona -Tremont NaN NaN
## Washington Heights-Crotona -Tremont NaN NaN
## West Queens-Crotona -Tremont NaN NaN
## Williamsburg - Bushwick-Crotona -Tremont NaN NaN
## Willowbrook-Crotona -Tremont NaN NaN
## East Flatbush - Flatbush-Downtown - Heights - Slope NaN NaN
## East Harlem-Downtown - Heights - Slope NaN NaN
## East New York-Downtown - Heights - Slope NaN NaN
## Flushing - Clearview-Downtown - Heights - Slope NaN NaN
## Fordham - Bronx Pk-Downtown - Heights - Slope NaN NaN
## Fresh Meadows-Downtown - Heights - Slope NaN NaN
## Gramercy Park - Murray Hill-Downtown - Heights - Slope NaN NaN
## Greenpoint-Downtown - Heights - Slope NaN NaN
## Greenwich Village - SoHo-Downtown - Heights - Slope NaN NaN
## High Bridge - Morrisania-Downtown - Heights - Slope NaN NaN
## Hunts Point - Mott Haven-Downtown - Heights - Slope NaN NaN
## Jamaica-Downtown - Heights - Slope NaN NaN
## Kingsbridge - Riverdale-Downtown - Heights - Slope NaN NaN
## Long Island City - Astoria-Downtown - Heights - Slope NaN NaN
## Lower Manhattan-Downtown - Heights - Slope NaN NaN
## Northeast Bronx-Downtown - Heights - Slope NaN NaN
## Pelham - Throgs Neck-Downtown - Heights - Slope NaN NaN
## Port Richmond-Downtown - Heights - Slope NaN NaN
## Ridgewood - Forest Hills-Downtown - Heights - Slope NaN NaN
## Rockaways-Downtown - Heights - Slope NaN NaN
## South Beach - Tottenville-Downtown - Heights - Slope NaN NaN
## Southeast Queens-Downtown - Heights - Slope NaN NaN
## Southwest Queens-Downtown - Heights - Slope NaN NaN
## Stapleton - St. George-Downtown - Heights - Slope NaN NaN
## Sunset Park-Downtown - Heights - Slope NaN NaN
## Union Square - Lower East Side-Downtown - Heights - Slope NaN NaN
## Upper East Side-Downtown - Heights - Slope NaN NaN
## Upper West Side-Downtown - Heights - Slope NaN NaN
## Washington Heights-Downtown - Heights - Slope NaN NaN
## West Queens-Downtown - Heights - Slope NaN NaN
## Williamsburg - Bushwick-Downtown - Heights - Slope NaN NaN
## Willowbrook-Downtown - Heights - Slope NaN NaN
## East Harlem-East Flatbush - Flatbush NaN NaN
## East New York-East Flatbush - Flatbush NaN NaN
## Flushing - Clearview-East Flatbush - Flatbush NaN NaN
## Fordham - Bronx Pk-East Flatbush - Flatbush NaN NaN
## Fresh Meadows-East Flatbush - Flatbush NaN NaN
## Gramercy Park - Murray Hill-East Flatbush - Flatbush NaN NaN
## Greenpoint-East Flatbush - Flatbush NaN NaN
## Greenwich Village - SoHo-East Flatbush - Flatbush NaN NaN
## High Bridge - Morrisania-East Flatbush - Flatbush NaN NaN
## Hunts Point - Mott Haven-East Flatbush - Flatbush NaN NaN
## Jamaica-East Flatbush - Flatbush NaN NaN
## Kingsbridge - Riverdale-East Flatbush - Flatbush NaN NaN
## Long Island City - Astoria-East Flatbush - Flatbush NaN NaN
## Lower Manhattan-East Flatbush - Flatbush NaN NaN
## Northeast Bronx-East Flatbush - Flatbush NaN NaN
## Pelham - Throgs Neck-East Flatbush - Flatbush NaN NaN
## Port Richmond-East Flatbush - Flatbush NaN NaN
## Ridgewood - Forest Hills-East Flatbush - Flatbush NaN NaN
## Rockaways-East Flatbush - Flatbush NaN NaN
## South Beach - Tottenville-East Flatbush - Flatbush NaN NaN
## Southeast Queens-East Flatbush - Flatbush NaN NaN
## Southwest Queens-East Flatbush - Flatbush NaN NaN
## Stapleton - St. George-East Flatbush - Flatbush NaN NaN
## Sunset Park-East Flatbush - Flatbush NaN NaN
## Union Square - Lower East Side-East Flatbush - Flatbush NaN NaN
## Upper East Side-East Flatbush - Flatbush NaN NaN
## Upper West Side-East Flatbush - Flatbush NaN NaN
## Washington Heights-East Flatbush - Flatbush NaN NaN
## West Queens-East Flatbush - Flatbush NaN NaN
## Williamsburg - Bushwick-East Flatbush - Flatbush NaN NaN
## Willowbrook-East Flatbush - Flatbush NaN NaN
## East New York-East Harlem NaN NaN
## Flushing - Clearview-East Harlem NaN NaN
## Fordham - Bronx Pk-East Harlem NaN NaN
## Fresh Meadows-East Harlem NaN NaN
## Gramercy Park - Murray Hill-East Harlem NaN NaN
## Greenpoint-East Harlem NaN NaN
## Greenwich Village - SoHo-East Harlem NaN NaN
## High Bridge - Morrisania-East Harlem NaN NaN
## Hunts Point - Mott Haven-East Harlem NaN NaN
## Jamaica-East Harlem NaN NaN
## Kingsbridge - Riverdale-East Harlem NaN NaN
## Long Island City - Astoria-East Harlem NaN NaN
## Lower Manhattan-East Harlem NaN NaN
## Northeast Bronx-East Harlem NaN NaN
## Pelham - Throgs Neck-East Harlem NaN NaN
## Port Richmond-East Harlem NaN NaN
## Ridgewood - Forest Hills-East Harlem NaN NaN
## Rockaways-East Harlem NaN NaN
## South Beach - Tottenville-East Harlem NaN NaN
## Southeast Queens-East Harlem NaN NaN
## Southwest Queens-East Harlem NaN NaN
## Stapleton - St. George-East Harlem NaN NaN
## Sunset Park-East Harlem NaN NaN
## Union Square - Lower East Side-East Harlem NaN NaN
## Upper East Side-East Harlem NaN NaN
## Upper West Side-East Harlem NaN NaN
## Washington Heights-East Harlem NaN NaN
## West Queens-East Harlem NaN NaN
## Williamsburg - Bushwick-East Harlem NaN NaN
## Willowbrook-East Harlem NaN NaN
## Flushing - Clearview-East New York NaN NaN
## Fordham - Bronx Pk-East New York NaN NaN
## Fresh Meadows-East New York NaN NaN
## Gramercy Park - Murray Hill-East New York NaN NaN
## Greenpoint-East New York NaN NaN
## Greenwich Village - SoHo-East New York NaN NaN
## High Bridge - Morrisania-East New York NaN NaN
## Hunts Point - Mott Haven-East New York NaN NaN
## Jamaica-East New York NaN NaN
## Kingsbridge - Riverdale-East New York NaN NaN
## Long Island City - Astoria-East New York NaN NaN
## Lower Manhattan-East New York NaN NaN
## Northeast Bronx-East New York NaN NaN
## Pelham - Throgs Neck-East New York NaN NaN
## Port Richmond-East New York NaN NaN
## Ridgewood - Forest Hills-East New York NaN NaN
## Rockaways-East New York NaN NaN
## South Beach - Tottenville-East New York NaN NaN
## Southeast Queens-East New York NaN NaN
## Southwest Queens-East New York NaN NaN
## Stapleton - St. George-East New York NaN NaN
## Sunset Park-East New York NaN NaN
## Union Square - Lower East Side-East New York NaN NaN
## Upper East Side-East New York NaN NaN
## Upper West Side-East New York NaN NaN
## Washington Heights-East New York NaN NaN
## West Queens-East New York NaN NaN
## Williamsburg - Bushwick-East New York NaN NaN
## Willowbrook-East New York NaN NaN
## Fordham - Bronx Pk-Flushing - Clearview NaN NaN
## Fresh Meadows-Flushing - Clearview NaN NaN
## Gramercy Park - Murray Hill-Flushing - Clearview NaN NaN
## Greenpoint-Flushing - Clearview NaN NaN
## Greenwich Village - SoHo-Flushing - Clearview NaN NaN
## High Bridge - Morrisania-Flushing - Clearview NaN NaN
## Hunts Point - Mott Haven-Flushing - Clearview NaN NaN
## Jamaica-Flushing - Clearview NaN NaN
## Kingsbridge - Riverdale-Flushing - Clearview NaN NaN
## Long Island City - Astoria-Flushing - Clearview NaN NaN
## Lower Manhattan-Flushing - Clearview NaN NaN
## Northeast Bronx-Flushing - Clearview NaN NaN
## Pelham - Throgs Neck-Flushing - Clearview NaN NaN
## Port Richmond-Flushing - Clearview NaN NaN
## Ridgewood - Forest Hills-Flushing - Clearview NaN NaN
## Rockaways-Flushing - Clearview NaN NaN
## South Beach - Tottenville-Flushing - Clearview NaN NaN
## Southeast Queens-Flushing - Clearview NaN NaN
## Southwest Queens-Flushing - Clearview NaN NaN
## Stapleton - St. George-Flushing - Clearview NaN NaN
## Sunset Park-Flushing - Clearview NaN NaN
## Union Square - Lower East Side-Flushing - Clearview NaN NaN
## Upper East Side-Flushing - Clearview NaN NaN
## Upper West Side-Flushing - Clearview NaN NaN
## Washington Heights-Flushing - Clearview NaN NaN
## West Queens-Flushing - Clearview NaN NaN
## Williamsburg - Bushwick-Flushing - Clearview NaN NaN
## Willowbrook-Flushing - Clearview NaN NaN
## Fresh Meadows-Fordham - Bronx Pk NaN NaN
## Gramercy Park - Murray Hill-Fordham - Bronx Pk NaN NaN
## Greenpoint-Fordham - Bronx Pk NaN NaN
## Greenwich Village - SoHo-Fordham - Bronx Pk NaN NaN
## High Bridge - Morrisania-Fordham - Bronx Pk NaN NaN
## Hunts Point - Mott Haven-Fordham - Bronx Pk NaN NaN
## Jamaica-Fordham - Bronx Pk NaN NaN
## Kingsbridge - Riverdale-Fordham - Bronx Pk NaN NaN
## Long Island City - Astoria-Fordham - Bronx Pk NaN NaN
## Lower Manhattan-Fordham - Bronx Pk NaN NaN
## Northeast Bronx-Fordham - Bronx Pk NaN NaN
## Pelham - Throgs Neck-Fordham - Bronx Pk NaN NaN
## Port Richmond-Fordham - Bronx Pk NaN NaN
## Ridgewood - Forest Hills-Fordham - Bronx Pk NaN NaN
## Rockaways-Fordham - Bronx Pk NaN NaN
## South Beach - Tottenville-Fordham - Bronx Pk NaN NaN
## Southeast Queens-Fordham - Bronx Pk NaN NaN
## Southwest Queens-Fordham - Bronx Pk NaN NaN
## Stapleton - St. George-Fordham - Bronx Pk NaN NaN
## Sunset Park-Fordham - Bronx Pk NaN NaN
## Union Square - Lower East Side-Fordham - Bronx Pk NaN NaN
## Upper East Side-Fordham - Bronx Pk NaN NaN
## Upper West Side-Fordham - Bronx Pk NaN NaN
## Washington Heights-Fordham - Bronx Pk NaN NaN
## West Queens-Fordham - Bronx Pk NaN NaN
## Williamsburg - Bushwick-Fordham - Bronx Pk NaN NaN
## Willowbrook-Fordham - Bronx Pk NaN NaN
## Gramercy Park - Murray Hill-Fresh Meadows NaN NaN
## Greenpoint-Fresh Meadows NaN NaN
## Greenwich Village - SoHo-Fresh Meadows NaN NaN
## High Bridge - Morrisania-Fresh Meadows NaN NaN
## Hunts Point - Mott Haven-Fresh Meadows NaN NaN
## Jamaica-Fresh Meadows NaN NaN
## Kingsbridge - Riverdale-Fresh Meadows NaN NaN
## Long Island City - Astoria-Fresh Meadows NaN NaN
## Lower Manhattan-Fresh Meadows NaN NaN
## Northeast Bronx-Fresh Meadows NaN NaN
## Pelham - Throgs Neck-Fresh Meadows NaN NaN
## Port Richmond-Fresh Meadows NaN NaN
## Ridgewood - Forest Hills-Fresh Meadows NaN NaN
## Rockaways-Fresh Meadows NaN NaN
## South Beach - Tottenville-Fresh Meadows NaN NaN
## Southeast Queens-Fresh Meadows NaN NaN
## Southwest Queens-Fresh Meadows NaN NaN
## Stapleton - St. George-Fresh Meadows NaN NaN
## Sunset Park-Fresh Meadows NaN NaN
## Union Square - Lower East Side-Fresh Meadows NaN NaN
## Upper East Side-Fresh Meadows NaN NaN
## Upper West Side-Fresh Meadows NaN NaN
## Washington Heights-Fresh Meadows NaN NaN
## West Queens-Fresh Meadows NaN NaN
## Williamsburg - Bushwick-Fresh Meadows NaN NaN
## Willowbrook-Fresh Meadows NaN NaN
## Greenpoint-Gramercy Park - Murray Hill NaN NaN
## Greenwich Village - SoHo-Gramercy Park - Murray Hill NaN NaN
## High Bridge - Morrisania-Gramercy Park - Murray Hill NaN NaN
## Hunts Point - Mott Haven-Gramercy Park - Murray Hill NaN NaN
## Jamaica-Gramercy Park - Murray Hill NaN NaN
## Kingsbridge - Riverdale-Gramercy Park - Murray Hill NaN NaN
## Long Island City - Astoria-Gramercy Park - Murray Hill NaN NaN
## Lower Manhattan-Gramercy Park - Murray Hill NaN NaN
## Northeast Bronx-Gramercy Park - Murray Hill NaN NaN
## Pelham - Throgs Neck-Gramercy Park - Murray Hill NaN NaN
## Port Richmond-Gramercy Park - Murray Hill NaN NaN
## Ridgewood - Forest Hills-Gramercy Park - Murray Hill NaN NaN
## Rockaways-Gramercy Park - Murray Hill NaN NaN
## South Beach - Tottenville-Gramercy Park - Murray Hill NaN NaN
## Southeast Queens-Gramercy Park - Murray Hill NaN NaN
## Southwest Queens-Gramercy Park - Murray Hill NaN NaN
## Stapleton - St. George-Gramercy Park - Murray Hill NaN NaN
## Sunset Park-Gramercy Park - Murray Hill NaN NaN
## Union Square - Lower East Side-Gramercy Park - Murray Hill NaN NaN
## Upper East Side-Gramercy Park - Murray Hill NaN NaN
## Upper West Side-Gramercy Park - Murray Hill NaN NaN
## Washington Heights-Gramercy Park - Murray Hill NaN NaN
## West Queens-Gramercy Park - Murray Hill NaN NaN
## Williamsburg - Bushwick-Gramercy Park - Murray Hill NaN NaN
## Willowbrook-Gramercy Park - Murray Hill NaN NaN
## Greenwich Village - SoHo-Greenpoint NaN NaN
## High Bridge - Morrisania-Greenpoint NaN NaN
## Hunts Point - Mott Haven-Greenpoint NaN NaN
## Jamaica-Greenpoint NaN NaN
## Kingsbridge - Riverdale-Greenpoint NaN NaN
## Long Island City - Astoria-Greenpoint NaN NaN
## Lower Manhattan-Greenpoint NaN NaN
## Northeast Bronx-Greenpoint NaN NaN
## Pelham - Throgs Neck-Greenpoint NaN NaN
## Port Richmond-Greenpoint NaN NaN
## Ridgewood - Forest Hills-Greenpoint NaN NaN
## Rockaways-Greenpoint NaN NaN
## South Beach - Tottenville-Greenpoint NaN NaN
## Southeast Queens-Greenpoint NaN NaN
## Southwest Queens-Greenpoint NaN NaN
## Stapleton - St. George-Greenpoint NaN NaN
## Sunset Park-Greenpoint NaN NaN
## Union Square - Lower East Side-Greenpoint NaN NaN
## Upper East Side-Greenpoint NaN NaN
## Upper West Side-Greenpoint NaN NaN
## Washington Heights-Greenpoint NaN NaN
## West Queens-Greenpoint NaN NaN
## Williamsburg - Bushwick-Greenpoint NaN NaN
## Willowbrook-Greenpoint NaN NaN
## High Bridge - Morrisania-Greenwich Village - SoHo NaN NaN
## Hunts Point - Mott Haven-Greenwich Village - SoHo NaN NaN
## Jamaica-Greenwich Village - SoHo NaN NaN
## Kingsbridge - Riverdale-Greenwich Village - SoHo NaN NaN
## Long Island City - Astoria-Greenwich Village - SoHo NaN NaN
## Lower Manhattan-Greenwich Village - SoHo NaN NaN
## Northeast Bronx-Greenwich Village - SoHo NaN NaN
## Pelham - Throgs Neck-Greenwich Village - SoHo NaN NaN
## Port Richmond-Greenwich Village - SoHo NaN NaN
## Ridgewood - Forest Hills-Greenwich Village - SoHo NaN NaN
## Rockaways-Greenwich Village - SoHo NaN NaN
## South Beach - Tottenville-Greenwich Village - SoHo NaN NaN
## Southeast Queens-Greenwich Village - SoHo NaN NaN
## Southwest Queens-Greenwich Village - SoHo NaN NaN
## Stapleton - St. George-Greenwich Village - SoHo NaN NaN
## Sunset Park-Greenwich Village - SoHo NaN NaN
## Union Square - Lower East Side-Greenwich Village - SoHo NaN NaN
## Upper East Side-Greenwich Village - SoHo NaN NaN
## Upper West Side-Greenwich Village - SoHo NaN NaN
## Washington Heights-Greenwich Village - SoHo NaN NaN
## West Queens-Greenwich Village - SoHo NaN NaN
## Williamsburg - Bushwick-Greenwich Village - SoHo NaN NaN
## Willowbrook-Greenwich Village - SoHo NaN NaN
## Hunts Point - Mott Haven-High Bridge - Morrisania NaN NaN
## Jamaica-High Bridge - Morrisania NaN NaN
## Kingsbridge - Riverdale-High Bridge - Morrisania NaN NaN
## Long Island City - Astoria-High Bridge - Morrisania NaN NaN
## Lower Manhattan-High Bridge - Morrisania NaN NaN
## Northeast Bronx-High Bridge - Morrisania NaN NaN
## Pelham - Throgs Neck-High Bridge - Morrisania NaN NaN
## Port Richmond-High Bridge - Morrisania NaN NaN
## Ridgewood - Forest Hills-High Bridge - Morrisania NaN NaN
## Rockaways-High Bridge - Morrisania NaN NaN
## South Beach - Tottenville-High Bridge - Morrisania NaN NaN
## Southeast Queens-High Bridge - Morrisania NaN NaN
## Southwest Queens-High Bridge - Morrisania NaN NaN
## Stapleton - St. George-High Bridge - Morrisania NaN NaN
## Sunset Park-High Bridge - Morrisania NaN NaN
## Union Square - Lower East Side-High Bridge - Morrisania NaN NaN
## Upper East Side-High Bridge - Morrisania NaN NaN
## Upper West Side-High Bridge - Morrisania NaN NaN
## Washington Heights-High Bridge - Morrisania NaN NaN
## West Queens-High Bridge - Morrisania NaN NaN
## Williamsburg - Bushwick-High Bridge - Morrisania NaN NaN
## Willowbrook-High Bridge - Morrisania NaN NaN
## Jamaica-Hunts Point - Mott Haven NaN NaN
## Kingsbridge - Riverdale-Hunts Point - Mott Haven NaN NaN
## Long Island City - Astoria-Hunts Point - Mott Haven NaN NaN
## Lower Manhattan-Hunts Point - Mott Haven NaN NaN
## Northeast Bronx-Hunts Point - Mott Haven NaN NaN
## Pelham - Throgs Neck-Hunts Point - Mott Haven NaN NaN
## Port Richmond-Hunts Point - Mott Haven NaN NaN
## Ridgewood - Forest Hills-Hunts Point - Mott Haven NaN NaN
## Rockaways-Hunts Point - Mott Haven NaN NaN
## South Beach - Tottenville-Hunts Point - Mott Haven NaN NaN
## Southeast Queens-Hunts Point - Mott Haven NaN NaN
## Southwest Queens-Hunts Point - Mott Haven NaN NaN
## Stapleton - St. George-Hunts Point - Mott Haven NaN NaN
## Sunset Park-Hunts Point - Mott Haven NaN NaN
## Union Square - Lower East Side-Hunts Point - Mott Haven NaN NaN
## Upper East Side-Hunts Point - Mott Haven NaN NaN
## Upper West Side-Hunts Point - Mott Haven NaN NaN
## Washington Heights-Hunts Point - Mott Haven NaN NaN
## West Queens-Hunts Point - Mott Haven NaN NaN
## Williamsburg - Bushwick-Hunts Point - Mott Haven NaN NaN
## Willowbrook-Hunts Point - Mott Haven NaN NaN
## Kingsbridge - Riverdale-Jamaica NaN NaN
## Long Island City - Astoria-Jamaica NaN NaN
## Lower Manhattan-Jamaica NaN NaN
## Northeast Bronx-Jamaica NaN NaN
## Pelham - Throgs Neck-Jamaica NaN NaN
## Port Richmond-Jamaica NaN NaN
## Ridgewood - Forest Hills-Jamaica NaN NaN
## Rockaways-Jamaica NaN NaN
## South Beach - Tottenville-Jamaica NaN NaN
## Southeast Queens-Jamaica NaN NaN
## Southwest Queens-Jamaica NaN NaN
## Stapleton - St. George-Jamaica NaN NaN
## Sunset Park-Jamaica NaN NaN
## Union Square - Lower East Side-Jamaica NaN NaN
## Upper East Side-Jamaica NaN NaN
## Upper West Side-Jamaica NaN NaN
## Washington Heights-Jamaica NaN NaN
## West Queens-Jamaica NaN NaN
## Williamsburg - Bushwick-Jamaica NaN NaN
## Willowbrook-Jamaica NaN NaN
## Long Island City - Astoria-Kingsbridge - Riverdale NaN NaN
## Lower Manhattan-Kingsbridge - Riverdale NaN NaN
## Northeast Bronx-Kingsbridge - Riverdale NaN NaN
## Pelham - Throgs Neck-Kingsbridge - Riverdale NaN NaN
## Port Richmond-Kingsbridge - Riverdale NaN NaN
## Ridgewood - Forest Hills-Kingsbridge - Riverdale NaN NaN
## Rockaways-Kingsbridge - Riverdale NaN NaN
## South Beach - Tottenville-Kingsbridge - Riverdale NaN NaN
## Southeast Queens-Kingsbridge - Riverdale NaN NaN
## Southwest Queens-Kingsbridge - Riverdale NaN NaN
## Stapleton - St. George-Kingsbridge - Riverdale NaN NaN
## Sunset Park-Kingsbridge - Riverdale NaN NaN
## Union Square - Lower East Side-Kingsbridge - Riverdale NaN NaN
## Upper East Side-Kingsbridge - Riverdale NaN NaN
## Upper West Side-Kingsbridge - Riverdale NaN NaN
## Washington Heights-Kingsbridge - Riverdale NaN NaN
## West Queens-Kingsbridge - Riverdale NaN NaN
## Williamsburg - Bushwick-Kingsbridge - Riverdale NaN NaN
## Willowbrook-Kingsbridge - Riverdale NaN NaN
## Lower Manhattan-Long Island City - Astoria NaN NaN
## Northeast Bronx-Long Island City - Astoria NaN NaN
## Pelham - Throgs Neck-Long Island City - Astoria NaN NaN
## Port Richmond-Long Island City - Astoria NaN NaN
## Ridgewood - Forest Hills-Long Island City - Astoria NaN NaN
## Rockaways-Long Island City - Astoria NaN NaN
## South Beach - Tottenville-Long Island City - Astoria NaN NaN
## Southeast Queens-Long Island City - Astoria NaN NaN
## Southwest Queens-Long Island City - Astoria NaN NaN
## Stapleton - St. George-Long Island City - Astoria NaN NaN
## Sunset Park-Long Island City - Astoria NaN NaN
## Union Square - Lower East Side-Long Island City - Astoria NaN NaN
## Upper East Side-Long Island City - Astoria NaN NaN
## Upper West Side-Long Island City - Astoria NaN NaN
## Washington Heights-Long Island City - Astoria NaN NaN
## West Queens-Long Island City - Astoria NaN NaN
## Williamsburg - Bushwick-Long Island City - Astoria NaN NaN
## Willowbrook-Long Island City - Astoria NaN NaN
## Northeast Bronx-Lower Manhattan NaN NaN
## Pelham - Throgs Neck-Lower Manhattan NaN NaN
## Port Richmond-Lower Manhattan NaN NaN
## Ridgewood - Forest Hills-Lower Manhattan NaN NaN
## Rockaways-Lower Manhattan NaN NaN
## South Beach - Tottenville-Lower Manhattan NaN NaN
## Southeast Queens-Lower Manhattan NaN NaN
## Southwest Queens-Lower Manhattan NaN NaN
## Stapleton - St. George-Lower Manhattan NaN NaN
## Sunset Park-Lower Manhattan NaN NaN
## Union Square - Lower East Side-Lower Manhattan NaN NaN
## Upper East Side-Lower Manhattan NaN NaN
## Upper West Side-Lower Manhattan NaN NaN
## Washington Heights-Lower Manhattan NaN NaN
## West Queens-Lower Manhattan NaN NaN
## Williamsburg - Bushwick-Lower Manhattan NaN NaN
## Willowbrook-Lower Manhattan NaN NaN
## Pelham - Throgs Neck-Northeast Bronx NaN NaN
## Port Richmond-Northeast Bronx NaN NaN
## Ridgewood - Forest Hills-Northeast Bronx NaN NaN
## Rockaways-Northeast Bronx NaN NaN
## South Beach - Tottenville-Northeast Bronx NaN NaN
## Southeast Queens-Northeast Bronx NaN NaN
## Southwest Queens-Northeast Bronx NaN NaN
## Stapleton - St. George-Northeast Bronx NaN NaN
## Sunset Park-Northeast Bronx NaN NaN
## Union Square - Lower East Side-Northeast Bronx NaN NaN
## Upper East Side-Northeast Bronx NaN NaN
## Upper West Side-Northeast Bronx NaN NaN
## Washington Heights-Northeast Bronx NaN NaN
## West Queens-Northeast Bronx NaN NaN
## Williamsburg - Bushwick-Northeast Bronx NaN NaN
## Willowbrook-Northeast Bronx NaN NaN
## Port Richmond-Pelham - Throgs Neck NaN NaN
## Ridgewood - Forest Hills-Pelham - Throgs Neck NaN NaN
## Rockaways-Pelham - Throgs Neck NaN NaN
## South Beach - Tottenville-Pelham - Throgs Neck NaN NaN
## Southeast Queens-Pelham - Throgs Neck NaN NaN
## Southwest Queens-Pelham - Throgs Neck NaN NaN
## Stapleton - St. George-Pelham - Throgs Neck NaN NaN
## Sunset Park-Pelham - Throgs Neck NaN NaN
## Union Square - Lower East Side-Pelham - Throgs Neck NaN NaN
## Upper East Side-Pelham - Throgs Neck NaN NaN
## Upper West Side-Pelham - Throgs Neck NaN NaN
## Washington Heights-Pelham - Throgs Neck NaN NaN
## West Queens-Pelham - Throgs Neck NaN NaN
## Williamsburg - Bushwick-Pelham - Throgs Neck NaN NaN
## Willowbrook-Pelham - Throgs Neck NaN NaN
## Ridgewood - Forest Hills-Port Richmond NaN NaN
## Rockaways-Port Richmond NaN NaN
## South Beach - Tottenville-Port Richmond NaN NaN
## Southeast Queens-Port Richmond NaN NaN
## Southwest Queens-Port Richmond NaN NaN
## Stapleton - St. George-Port Richmond NaN NaN
## Sunset Park-Port Richmond NaN NaN
## Union Square - Lower East Side-Port Richmond NaN NaN
## Upper East Side-Port Richmond NaN NaN
## Upper West Side-Port Richmond NaN NaN
## Washington Heights-Port Richmond NaN NaN
## West Queens-Port Richmond NaN NaN
## Williamsburg - Bushwick-Port Richmond NaN NaN
## Willowbrook-Port Richmond NaN NaN
## Rockaways-Ridgewood - Forest Hills NaN NaN
## South Beach - Tottenville-Ridgewood - Forest Hills NaN NaN
## Southeast Queens-Ridgewood - Forest Hills NaN NaN
## Southwest Queens-Ridgewood - Forest Hills NaN NaN
## Stapleton - St. George-Ridgewood - Forest Hills NaN NaN
## Sunset Park-Ridgewood - Forest Hills NaN NaN
## Union Square - Lower East Side-Ridgewood - Forest Hills NaN NaN
## Upper East Side-Ridgewood - Forest Hills NaN NaN
## Upper West Side-Ridgewood - Forest Hills NaN NaN
## Washington Heights-Ridgewood - Forest Hills NaN NaN
## West Queens-Ridgewood - Forest Hills NaN NaN
## Williamsburg - Bushwick-Ridgewood - Forest Hills NaN NaN
## Willowbrook-Ridgewood - Forest Hills NaN NaN
## South Beach - Tottenville-Rockaways NaN NaN
## Southeast Queens-Rockaways NaN NaN
## Southwest Queens-Rockaways NaN NaN
## Stapleton - St. George-Rockaways NaN NaN
## Sunset Park-Rockaways NaN NaN
## Union Square - Lower East Side-Rockaways NaN NaN
## Upper East Side-Rockaways NaN NaN
## Upper West Side-Rockaways NaN NaN
## Washington Heights-Rockaways NaN NaN
## West Queens-Rockaways NaN NaN
## Williamsburg - Bushwick-Rockaways NaN NaN
## Willowbrook-Rockaways NaN NaN
## Southeast Queens-South Beach - Tottenville NaN NaN
## Southwest Queens-South Beach - Tottenville NaN NaN
## Stapleton - St. George-South Beach - Tottenville NaN NaN
## Sunset Park-South Beach - Tottenville NaN NaN
## Union Square - Lower East Side-South Beach - Tottenville NaN NaN
## Upper East Side-South Beach - Tottenville NaN NaN
## Upper West Side-South Beach - Tottenville NaN NaN
## Washington Heights-South Beach - Tottenville NaN NaN
## West Queens-South Beach - Tottenville NaN NaN
## Williamsburg - Bushwick-South Beach - Tottenville NaN NaN
## Willowbrook-South Beach - Tottenville NaN NaN
## Southwest Queens-Southeast Queens NaN NaN
## Stapleton - St. George-Southeast Queens NaN NaN
## Sunset Park-Southeast Queens NaN NaN
## Union Square - Lower East Side-Southeast Queens NaN NaN
## Upper East Side-Southeast Queens NaN NaN
## Upper West Side-Southeast Queens NaN NaN
## Washington Heights-Southeast Queens NaN NaN
## West Queens-Southeast Queens NaN NaN
## Williamsburg - Bushwick-Southeast Queens NaN NaN
## Willowbrook-Southeast Queens NaN NaN
## Stapleton - St. George-Southwest Queens NaN NaN
## Sunset Park-Southwest Queens NaN NaN
## Union Square - Lower East Side-Southwest Queens NaN NaN
## Upper East Side-Southwest Queens NaN NaN
## Upper West Side-Southwest Queens NaN NaN
## Washington Heights-Southwest Queens NaN NaN
## West Queens-Southwest Queens NaN NaN
## Williamsburg - Bushwick-Southwest Queens NaN NaN
## Willowbrook-Southwest Queens NaN NaN
## Sunset Park-Stapleton - St. George NaN NaN
## Union Square - Lower East Side-Stapleton - St. George NaN NaN
## Upper East Side-Stapleton - St. George NaN NaN
## Upper West Side-Stapleton - St. George NaN NaN
## Washington Heights-Stapleton - St. George NaN NaN
## West Queens-Stapleton - St. George NaN NaN
## Williamsburg - Bushwick-Stapleton - St. George NaN NaN
## Willowbrook-Stapleton - St. George NaN NaN
## Union Square - Lower East Side-Sunset Park NaN NaN
## Upper East Side-Sunset Park NaN NaN
## Upper West Side-Sunset Park NaN NaN
## Washington Heights-Sunset Park NaN NaN
## West Queens-Sunset Park NaN NaN
## Williamsburg - Bushwick-Sunset Park NaN NaN
## Willowbrook-Sunset Park NaN NaN
## Upper East Side-Union Square - Lower East Side NaN NaN
## Upper West Side-Union Square - Lower East Side NaN NaN
## Washington Heights-Union Square - Lower East Side NaN NaN
## West Queens-Union Square - Lower East Side NaN NaN
## Williamsburg - Bushwick-Union Square - Lower East Side NaN NaN
## Willowbrook-Union Square - Lower East Side NaN NaN
## Upper West Side-Upper East Side NaN NaN
## Washington Heights-Upper East Side NaN NaN
## West Queens-Upper East Side NaN NaN
## Williamsburg - Bushwick-Upper East Side NaN NaN
## Willowbrook-Upper East Side NaN NaN
## Washington Heights-Upper West Side NaN NaN
## West Queens-Upper West Side NaN NaN
## Williamsburg - Bushwick-Upper West Side NaN NaN
## Willowbrook-Upper West Side NaN NaN
## West Queens-Washington Heights NaN NaN
## Williamsburg - Bushwick-Washington Heights NaN NaN
## Willowbrook-Washington Heights NaN NaN
## Williamsburg - Bushwick-West Queens NaN NaN
## Willowbrook-West Queens NaN NaN
## Willowbrook-Williamsburg - Bushwick NaN NaN
## p adj
## Bedford Stuyvesant - Crown Heights-Bayside - Little Neck NaN
## Bensonhurst - Bay Ridge-Bayside - Little Neck NaN
## Borough Park-Bayside - Little Neck NaN
## Canarsie - Flatlands-Bayside - Little Neck NaN
## Central Harlem - Morningside Heights-Bayside - Little Neck NaN
## Chelsea - Clinton-Bayside - Little Neck NaN
## Coney Island - Sheepshead Bay-Bayside - Little Neck NaN
## Crotona -Tremont-Bayside - Little Neck NaN
## Downtown - Heights - Slope-Bayside - Little Neck NaN
## East Flatbush - Flatbush-Bayside - Little Neck NaN
## East Harlem-Bayside - Little Neck NaN
## East New York-Bayside - Little Neck NaN
## Flushing - Clearview-Bayside - Little Neck NaN
## Fordham - Bronx Pk-Bayside - Little Neck NaN
## Fresh Meadows-Bayside - Little Neck NaN
## Gramercy Park - Murray Hill-Bayside - Little Neck NaN
## Greenpoint-Bayside - Little Neck NaN
## Greenwich Village - SoHo-Bayside - Little Neck NaN
## High Bridge - Morrisania-Bayside - Little Neck NaN
## Hunts Point - Mott Haven-Bayside - Little Neck NaN
## Jamaica-Bayside - Little Neck NaN
## Kingsbridge - Riverdale-Bayside - Little Neck NaN
## Long Island City - Astoria-Bayside - Little Neck NaN
## Lower Manhattan-Bayside - Little Neck NaN
## Northeast Bronx-Bayside - Little Neck NaN
## Pelham - Throgs Neck-Bayside - Little Neck NaN
## Port Richmond-Bayside - Little Neck NaN
## Ridgewood - Forest Hills-Bayside - Little Neck NaN
## Rockaways-Bayside - Little Neck NaN
## South Beach - Tottenville-Bayside - Little Neck NaN
## Southeast Queens-Bayside - Little Neck NaN
## Southwest Queens-Bayside - Little Neck NaN
## Stapleton - St. George-Bayside - Little Neck NaN
## Sunset Park-Bayside - Little Neck NaN
## Union Square - Lower East Side-Bayside - Little Neck NaN
## Upper East Side-Bayside - Little Neck NaN
## Upper West Side-Bayside - Little Neck NaN
## Washington Heights-Bayside - Little Neck NaN
## West Queens-Bayside - Little Neck NaN
## Williamsburg - Bushwick-Bayside - Little Neck NaN
## Willowbrook-Bayside - Little Neck NaN
## Bensonhurst - Bay Ridge-Bedford Stuyvesant - Crown Heights NaN
## Borough Park-Bedford Stuyvesant - Crown Heights NaN
## Canarsie - Flatlands-Bedford Stuyvesant - Crown Heights NaN
## Central Harlem - Morningside Heights-Bedford Stuyvesant - Crown Heights NaN
## Chelsea - Clinton-Bedford Stuyvesant - Crown Heights NaN
## Coney Island - Sheepshead Bay-Bedford Stuyvesant - Crown Heights NaN
## Crotona -Tremont-Bedford Stuyvesant - Crown Heights NaN
## Downtown - Heights - Slope-Bedford Stuyvesant - Crown Heights NaN
## East Flatbush - Flatbush-Bedford Stuyvesant - Crown Heights NaN
## East Harlem-Bedford Stuyvesant - Crown Heights NaN
## East New York-Bedford Stuyvesant - Crown Heights NaN
## Flushing - Clearview-Bedford Stuyvesant - Crown Heights NaN
## Fordham - Bronx Pk-Bedford Stuyvesant - Crown Heights NaN
## Fresh Meadows-Bedford Stuyvesant - Crown Heights NaN
## Gramercy Park - Murray Hill-Bedford Stuyvesant - Crown Heights NaN
## Greenpoint-Bedford Stuyvesant - Crown Heights NaN
## Greenwich Village - SoHo-Bedford Stuyvesant - Crown Heights NaN
## High Bridge - Morrisania-Bedford Stuyvesant - Crown Heights NaN
## Hunts Point - Mott Haven-Bedford Stuyvesant - Crown Heights NaN
## Jamaica-Bedford Stuyvesant - Crown Heights NaN
## Kingsbridge - Riverdale-Bedford Stuyvesant - Crown Heights NaN
## Long Island City - Astoria-Bedford Stuyvesant - Crown Heights NaN
## Lower Manhattan-Bedford Stuyvesant - Crown Heights NaN
## Northeast Bronx-Bedford Stuyvesant - Crown Heights NaN
## Pelham - Throgs Neck-Bedford Stuyvesant - Crown Heights NaN
## Port Richmond-Bedford Stuyvesant - Crown Heights NaN
## Ridgewood - Forest Hills-Bedford Stuyvesant - Crown Heights NaN
## Rockaways-Bedford Stuyvesant - Crown Heights NaN
## South Beach - Tottenville-Bedford Stuyvesant - Crown Heights NaN
## Southeast Queens-Bedford Stuyvesant - Crown Heights NaN
## Southwest Queens-Bedford Stuyvesant - Crown Heights NaN
## Stapleton - St. George-Bedford Stuyvesant - Crown Heights NaN
## Sunset Park-Bedford Stuyvesant - Crown Heights NaN
## Union Square - Lower East Side-Bedford Stuyvesant - Crown Heights NaN
## Upper East Side-Bedford Stuyvesant - Crown Heights NaN
## Upper West Side-Bedford Stuyvesant - Crown Heights NaN
## Washington Heights-Bedford Stuyvesant - Crown Heights NaN
## West Queens-Bedford Stuyvesant - Crown Heights NaN
## Williamsburg - Bushwick-Bedford Stuyvesant - Crown Heights NaN
## Willowbrook-Bedford Stuyvesant - Crown Heights NaN
## Borough Park-Bensonhurst - Bay Ridge NaN
## Canarsie - Flatlands-Bensonhurst - Bay Ridge NaN
## Central Harlem - Morningside Heights-Bensonhurst - Bay Ridge NaN
## Chelsea - Clinton-Bensonhurst - Bay Ridge NaN
## Coney Island - Sheepshead Bay-Bensonhurst - Bay Ridge NaN
## Crotona -Tremont-Bensonhurst - Bay Ridge NaN
## Downtown - Heights - Slope-Bensonhurst - Bay Ridge NaN
## East Flatbush - Flatbush-Bensonhurst - Bay Ridge NaN
## East Harlem-Bensonhurst - Bay Ridge NaN
## East New York-Bensonhurst - Bay Ridge NaN
## Flushing - Clearview-Bensonhurst - Bay Ridge NaN
## Fordham - Bronx Pk-Bensonhurst - Bay Ridge NaN
## Fresh Meadows-Bensonhurst - Bay Ridge NaN
## Gramercy Park - Murray Hill-Bensonhurst - Bay Ridge NaN
## Greenpoint-Bensonhurst - Bay Ridge NaN
## Greenwich Village - SoHo-Bensonhurst - Bay Ridge NaN
## High Bridge - Morrisania-Bensonhurst - Bay Ridge NaN
## Hunts Point - Mott Haven-Bensonhurst - Bay Ridge NaN
## Jamaica-Bensonhurst - Bay Ridge NaN
## Kingsbridge - Riverdale-Bensonhurst - Bay Ridge NaN
## Long Island City - Astoria-Bensonhurst - Bay Ridge NaN
## Lower Manhattan-Bensonhurst - Bay Ridge NaN
## Northeast Bronx-Bensonhurst - Bay Ridge NaN
## Pelham - Throgs Neck-Bensonhurst - Bay Ridge NaN
## Port Richmond-Bensonhurst - Bay Ridge NaN
## Ridgewood - Forest Hills-Bensonhurst - Bay Ridge NaN
## Rockaways-Bensonhurst - Bay Ridge NaN
## South Beach - Tottenville-Bensonhurst - Bay Ridge NaN
## Southeast Queens-Bensonhurst - Bay Ridge NaN
## Southwest Queens-Bensonhurst - Bay Ridge NaN
## Stapleton - St. George-Bensonhurst - Bay Ridge NaN
## Sunset Park-Bensonhurst - Bay Ridge NaN
## Union Square - Lower East Side-Bensonhurst - Bay Ridge NaN
## Upper East Side-Bensonhurst - Bay Ridge NaN
## Upper West Side-Bensonhurst - Bay Ridge NaN
## Washington Heights-Bensonhurst - Bay Ridge NaN
## West Queens-Bensonhurst - Bay Ridge NaN
## Williamsburg - Bushwick-Bensonhurst - Bay Ridge NaN
## Willowbrook-Bensonhurst - Bay Ridge NaN
## Canarsie - Flatlands-Borough Park NaN
## Central Harlem - Morningside Heights-Borough Park NaN
## Chelsea - Clinton-Borough Park NaN
## Coney Island - Sheepshead Bay-Borough Park NaN
## Crotona -Tremont-Borough Park NaN
## Downtown - Heights - Slope-Borough Park NaN
## East Flatbush - Flatbush-Borough Park NaN
## East Harlem-Borough Park NaN
## East New York-Borough Park NaN
## Flushing - Clearview-Borough Park NaN
## Fordham - Bronx Pk-Borough Park NaN
## Fresh Meadows-Borough Park NaN
## Gramercy Park - Murray Hill-Borough Park NaN
## Greenpoint-Borough Park NaN
## Greenwich Village - SoHo-Borough Park NaN
## High Bridge - Morrisania-Borough Park NaN
## Hunts Point - Mott Haven-Borough Park NaN
## Jamaica-Borough Park NaN
## Kingsbridge - Riverdale-Borough Park NaN
## Long Island City - Astoria-Borough Park NaN
## Lower Manhattan-Borough Park NaN
## Northeast Bronx-Borough Park NaN
## Pelham - Throgs Neck-Borough Park NaN
## Port Richmond-Borough Park NaN
## Ridgewood - Forest Hills-Borough Park NaN
## Rockaways-Borough Park NaN
## South Beach - Tottenville-Borough Park NaN
## Southeast Queens-Borough Park NaN
## Southwest Queens-Borough Park NaN
## Stapleton - St. George-Borough Park NaN
## Sunset Park-Borough Park NaN
## Union Square - Lower East Side-Borough Park NaN
## Upper East Side-Borough Park NaN
## Upper West Side-Borough Park NaN
## Washington Heights-Borough Park NaN
## West Queens-Borough Park NaN
## Williamsburg - Bushwick-Borough Park NaN
## Willowbrook-Borough Park NaN
## Central Harlem - Morningside Heights-Canarsie - Flatlands NaN
## Chelsea - Clinton-Canarsie - Flatlands NaN
## Coney Island - Sheepshead Bay-Canarsie - Flatlands NaN
## Crotona -Tremont-Canarsie - Flatlands NaN
## Downtown - Heights - Slope-Canarsie - Flatlands NaN
## East Flatbush - Flatbush-Canarsie - Flatlands NaN
## East Harlem-Canarsie - Flatlands NaN
## East New York-Canarsie - Flatlands NaN
## Flushing - Clearview-Canarsie - Flatlands NaN
## Fordham - Bronx Pk-Canarsie - Flatlands NaN
## Fresh Meadows-Canarsie - Flatlands NaN
## Gramercy Park - Murray Hill-Canarsie - Flatlands NaN
## Greenpoint-Canarsie - Flatlands NaN
## Greenwich Village - SoHo-Canarsie - Flatlands NaN
## High Bridge - Morrisania-Canarsie - Flatlands NaN
## Hunts Point - Mott Haven-Canarsie - Flatlands NaN
## Jamaica-Canarsie - Flatlands NaN
## Kingsbridge - Riverdale-Canarsie - Flatlands NaN
## Long Island City - Astoria-Canarsie - Flatlands NaN
## Lower Manhattan-Canarsie - Flatlands NaN
## Northeast Bronx-Canarsie - Flatlands NaN
## Pelham - Throgs Neck-Canarsie - Flatlands NaN
## Port Richmond-Canarsie - Flatlands NaN
## Ridgewood - Forest Hills-Canarsie - Flatlands NaN
## Rockaways-Canarsie - Flatlands NaN
## South Beach - Tottenville-Canarsie - Flatlands NaN
## Southeast Queens-Canarsie - Flatlands NaN
## Southwest Queens-Canarsie - Flatlands NaN
## Stapleton - St. George-Canarsie - Flatlands NaN
## Sunset Park-Canarsie - Flatlands NaN
## Union Square - Lower East Side-Canarsie - Flatlands NaN
## Upper East Side-Canarsie - Flatlands NaN
## Upper West Side-Canarsie - Flatlands NaN
## Washington Heights-Canarsie - Flatlands NaN
## West Queens-Canarsie - Flatlands NaN
## Williamsburg - Bushwick-Canarsie - Flatlands NaN
## Willowbrook-Canarsie - Flatlands NaN
## Chelsea - Clinton-Central Harlem - Morningside Heights NaN
## Coney Island - Sheepshead Bay-Central Harlem - Morningside Heights NaN
## Crotona -Tremont-Central Harlem - Morningside Heights NaN
## Downtown - Heights - Slope-Central Harlem - Morningside Heights NaN
## East Flatbush - Flatbush-Central Harlem - Morningside Heights NaN
## East Harlem-Central Harlem - Morningside Heights NaN
## East New York-Central Harlem - Morningside Heights NaN
## Flushing - Clearview-Central Harlem - Morningside Heights NaN
## Fordham - Bronx Pk-Central Harlem - Morningside Heights NaN
## Fresh Meadows-Central Harlem - Morningside Heights NaN
## Gramercy Park - Murray Hill-Central Harlem - Morningside Heights NaN
## Greenpoint-Central Harlem - Morningside Heights NaN
## Greenwich Village - SoHo-Central Harlem - Morningside Heights NaN
## High Bridge - Morrisania-Central Harlem - Morningside Heights NaN
## Hunts Point - Mott Haven-Central Harlem - Morningside Heights NaN
## Jamaica-Central Harlem - Morningside Heights NaN
## Kingsbridge - Riverdale-Central Harlem - Morningside Heights NaN
## Long Island City - Astoria-Central Harlem - Morningside Heights NaN
## Lower Manhattan-Central Harlem - Morningside Heights NaN
## Northeast Bronx-Central Harlem - Morningside Heights NaN
## Pelham - Throgs Neck-Central Harlem - Morningside Heights NaN
## Port Richmond-Central Harlem - Morningside Heights NaN
## Ridgewood - Forest Hills-Central Harlem - Morningside Heights NaN
## Rockaways-Central Harlem - Morningside Heights NaN
## South Beach - Tottenville-Central Harlem - Morningside Heights NaN
## Southeast Queens-Central Harlem - Morningside Heights NaN
## Southwest Queens-Central Harlem - Morningside Heights NaN
## Stapleton - St. George-Central Harlem - Morningside Heights NaN
## Sunset Park-Central Harlem - Morningside Heights NaN
## Union Square - Lower East Side-Central Harlem - Morningside Heights NaN
## Upper East Side-Central Harlem - Morningside Heights NaN
## Upper West Side-Central Harlem - Morningside Heights NaN
## Washington Heights-Central Harlem - Morningside Heights NaN
## West Queens-Central Harlem - Morningside Heights NaN
## Williamsburg - Bushwick-Central Harlem - Morningside Heights NaN
## Willowbrook-Central Harlem - Morningside Heights NaN
## Coney Island - Sheepshead Bay-Chelsea - Clinton NaN
## Crotona -Tremont-Chelsea - Clinton NaN
## Downtown - Heights - Slope-Chelsea - Clinton NaN
## East Flatbush - Flatbush-Chelsea - Clinton NaN
## East Harlem-Chelsea - Clinton NaN
## East New York-Chelsea - Clinton NaN
## Flushing - Clearview-Chelsea - Clinton NaN
## Fordham - Bronx Pk-Chelsea - Clinton NaN
## Fresh Meadows-Chelsea - Clinton NaN
## Gramercy Park - Murray Hill-Chelsea - Clinton NaN
## Greenpoint-Chelsea - Clinton NaN
## Greenwich Village - SoHo-Chelsea - Clinton NaN
## High Bridge - Morrisania-Chelsea - Clinton NaN
## Hunts Point - Mott Haven-Chelsea - Clinton NaN
## Jamaica-Chelsea - Clinton NaN
## Kingsbridge - Riverdale-Chelsea - Clinton NaN
## Long Island City - Astoria-Chelsea - Clinton NaN
## Lower Manhattan-Chelsea - Clinton NaN
## Northeast Bronx-Chelsea - Clinton NaN
## Pelham - Throgs Neck-Chelsea - Clinton NaN
## Port Richmond-Chelsea - Clinton NaN
## Ridgewood - Forest Hills-Chelsea - Clinton NaN
## Rockaways-Chelsea - Clinton NaN
## South Beach - Tottenville-Chelsea - Clinton NaN
## Southeast Queens-Chelsea - Clinton NaN
## Southwest Queens-Chelsea - Clinton NaN
## Stapleton - St. George-Chelsea - Clinton NaN
## Sunset Park-Chelsea - Clinton NaN
## Union Square - Lower East Side-Chelsea - Clinton NaN
## Upper East Side-Chelsea - Clinton NaN
## Upper West Side-Chelsea - Clinton NaN
## Washington Heights-Chelsea - Clinton NaN
## West Queens-Chelsea - Clinton NaN
## Williamsburg - Bushwick-Chelsea - Clinton NaN
## Willowbrook-Chelsea - Clinton NaN
## Crotona -Tremont-Coney Island - Sheepshead Bay NaN
## Downtown - Heights - Slope-Coney Island - Sheepshead Bay NaN
## East Flatbush - Flatbush-Coney Island - Sheepshead Bay NaN
## East Harlem-Coney Island - Sheepshead Bay NaN
## East New York-Coney Island - Sheepshead Bay NaN
## Flushing - Clearview-Coney Island - Sheepshead Bay NaN
## Fordham - Bronx Pk-Coney Island - Sheepshead Bay NaN
## Fresh Meadows-Coney Island - Sheepshead Bay NaN
## Gramercy Park - Murray Hill-Coney Island - Sheepshead Bay NaN
## Greenpoint-Coney Island - Sheepshead Bay NaN
## Greenwich Village - SoHo-Coney Island - Sheepshead Bay NaN
## High Bridge - Morrisania-Coney Island - Sheepshead Bay NaN
## Hunts Point - Mott Haven-Coney Island - Sheepshead Bay NaN
## Jamaica-Coney Island - Sheepshead Bay NaN
## Kingsbridge - Riverdale-Coney Island - Sheepshead Bay NaN
## Long Island City - Astoria-Coney Island - Sheepshead Bay NaN
## Lower Manhattan-Coney Island - Sheepshead Bay NaN
## Northeast Bronx-Coney Island - Sheepshead Bay NaN
## Pelham - Throgs Neck-Coney Island - Sheepshead Bay NaN
## Port Richmond-Coney Island - Sheepshead Bay NaN
## Ridgewood - Forest Hills-Coney Island - Sheepshead Bay NaN
## Rockaways-Coney Island - Sheepshead Bay NaN
## South Beach - Tottenville-Coney Island - Sheepshead Bay NaN
## Southeast Queens-Coney Island - Sheepshead Bay NaN
## Southwest Queens-Coney Island - Sheepshead Bay NaN
## Stapleton - St. George-Coney Island - Sheepshead Bay NaN
## Sunset Park-Coney Island - Sheepshead Bay NaN
## Union Square - Lower East Side-Coney Island - Sheepshead Bay NaN
## Upper East Side-Coney Island - Sheepshead Bay NaN
## Upper West Side-Coney Island - Sheepshead Bay NaN
## Washington Heights-Coney Island - Sheepshead Bay NaN
## West Queens-Coney Island - Sheepshead Bay NaN
## Williamsburg - Bushwick-Coney Island - Sheepshead Bay NaN
## Willowbrook-Coney Island - Sheepshead Bay NaN
## Downtown - Heights - Slope-Crotona -Tremont NaN
## East Flatbush - Flatbush-Crotona -Tremont NaN
## East Harlem-Crotona -Tremont NaN
## East New York-Crotona -Tremont NaN
## Flushing - Clearview-Crotona -Tremont NaN
## Fordham - Bronx Pk-Crotona -Tremont NaN
## Fresh Meadows-Crotona -Tremont NaN
## Gramercy Park - Murray Hill-Crotona -Tremont NaN
## Greenpoint-Crotona -Tremont NaN
## Greenwich Village - SoHo-Crotona -Tremont NaN
## High Bridge - Morrisania-Crotona -Tremont NaN
## Hunts Point - Mott Haven-Crotona -Tremont NaN
## Jamaica-Crotona -Tremont NaN
## Kingsbridge - Riverdale-Crotona -Tremont NaN
## Long Island City - Astoria-Crotona -Tremont NaN
## Lower Manhattan-Crotona -Tremont NaN
## Northeast Bronx-Crotona -Tremont NaN
## Pelham - Throgs Neck-Crotona -Tremont NaN
## Port Richmond-Crotona -Tremont NaN
## Ridgewood - Forest Hills-Crotona -Tremont NaN
## Rockaways-Crotona -Tremont NaN
## South Beach - Tottenville-Crotona -Tremont NaN
## Southeast Queens-Crotona -Tremont NaN
## Southwest Queens-Crotona -Tremont NaN
## Stapleton - St. George-Crotona -Tremont NaN
## Sunset Park-Crotona -Tremont NaN
## Union Square - Lower East Side-Crotona -Tremont NaN
## Upper East Side-Crotona -Tremont NaN
## Upper West Side-Crotona -Tremont NaN
## Washington Heights-Crotona -Tremont NaN
## West Queens-Crotona -Tremont NaN
## Williamsburg - Bushwick-Crotona -Tremont NaN
## Willowbrook-Crotona -Tremont NaN
## East Flatbush - Flatbush-Downtown - Heights - Slope NaN
## East Harlem-Downtown - Heights - Slope NaN
## East New York-Downtown - Heights - Slope NaN
## Flushing - Clearview-Downtown - Heights - Slope NaN
## Fordham - Bronx Pk-Downtown - Heights - Slope NaN
## Fresh Meadows-Downtown - Heights - Slope NaN
## Gramercy Park - Murray Hill-Downtown - Heights - Slope NaN
## Greenpoint-Downtown - Heights - Slope NaN
## Greenwich Village - SoHo-Downtown - Heights - Slope NaN
## High Bridge - Morrisania-Downtown - Heights - Slope NaN
## Hunts Point - Mott Haven-Downtown - Heights - Slope NaN
## Jamaica-Downtown - Heights - Slope NaN
## Kingsbridge - Riverdale-Downtown - Heights - Slope NaN
## Long Island City - Astoria-Downtown - Heights - Slope NaN
## Lower Manhattan-Downtown - Heights - Slope NaN
## Northeast Bronx-Downtown - Heights - Slope NaN
## Pelham - Throgs Neck-Downtown - Heights - Slope NaN
## Port Richmond-Downtown - Heights - Slope NaN
## Ridgewood - Forest Hills-Downtown - Heights - Slope NaN
## Rockaways-Downtown - Heights - Slope NaN
## South Beach - Tottenville-Downtown - Heights - Slope NaN
## Southeast Queens-Downtown - Heights - Slope NaN
## Southwest Queens-Downtown - Heights - Slope NaN
## Stapleton - St. George-Downtown - Heights - Slope NaN
## Sunset Park-Downtown - Heights - Slope NaN
## Union Square - Lower East Side-Downtown - Heights - Slope NaN
## Upper East Side-Downtown - Heights - Slope NaN
## Upper West Side-Downtown - Heights - Slope NaN
## Washington Heights-Downtown - Heights - Slope NaN
## West Queens-Downtown - Heights - Slope NaN
## Williamsburg - Bushwick-Downtown - Heights - Slope NaN
## Willowbrook-Downtown - Heights - Slope NaN
## East Harlem-East Flatbush - Flatbush NaN
## East New York-East Flatbush - Flatbush NaN
## Flushing - Clearview-East Flatbush - Flatbush NaN
## Fordham - Bronx Pk-East Flatbush - Flatbush NaN
## Fresh Meadows-East Flatbush - Flatbush NaN
## Gramercy Park - Murray Hill-East Flatbush - Flatbush NaN
## Greenpoint-East Flatbush - Flatbush NaN
## Greenwich Village - SoHo-East Flatbush - Flatbush NaN
## High Bridge - Morrisania-East Flatbush - Flatbush NaN
## Hunts Point - Mott Haven-East Flatbush - Flatbush NaN
## Jamaica-East Flatbush - Flatbush NaN
## Kingsbridge - Riverdale-East Flatbush - Flatbush NaN
## Long Island City - Astoria-East Flatbush - Flatbush NaN
## Lower Manhattan-East Flatbush - Flatbush NaN
## Northeast Bronx-East Flatbush - Flatbush NaN
## Pelham - Throgs Neck-East Flatbush - Flatbush NaN
## Port Richmond-East Flatbush - Flatbush NaN
## Ridgewood - Forest Hills-East Flatbush - Flatbush NaN
## Rockaways-East Flatbush - Flatbush NaN
## South Beach - Tottenville-East Flatbush - Flatbush NaN
## Southeast Queens-East Flatbush - Flatbush NaN
## Southwest Queens-East Flatbush - Flatbush NaN
## Stapleton - St. George-East Flatbush - Flatbush NaN
## Sunset Park-East Flatbush - Flatbush NaN
## Union Square - Lower East Side-East Flatbush - Flatbush NaN
## Upper East Side-East Flatbush - Flatbush NaN
## Upper West Side-East Flatbush - Flatbush NaN
## Washington Heights-East Flatbush - Flatbush NaN
## West Queens-East Flatbush - Flatbush NaN
## Williamsburg - Bushwick-East Flatbush - Flatbush NaN
## Willowbrook-East Flatbush - Flatbush NaN
## East New York-East Harlem NaN
## Flushing - Clearview-East Harlem NaN
## Fordham - Bronx Pk-East Harlem NaN
## Fresh Meadows-East Harlem NaN
## Gramercy Park - Murray Hill-East Harlem NaN
## Greenpoint-East Harlem NaN
## Greenwich Village - SoHo-East Harlem NaN
## High Bridge - Morrisania-East Harlem NaN
## Hunts Point - Mott Haven-East Harlem NaN
## Jamaica-East Harlem NaN
## Kingsbridge - Riverdale-East Harlem NaN
## Long Island City - Astoria-East Harlem NaN
## Lower Manhattan-East Harlem NaN
## Northeast Bronx-East Harlem NaN
## Pelham - Throgs Neck-East Harlem NaN
## Port Richmond-East Harlem NaN
## Ridgewood - Forest Hills-East Harlem NaN
## Rockaways-East Harlem NaN
## South Beach - Tottenville-East Harlem NaN
## Southeast Queens-East Harlem NaN
## Southwest Queens-East Harlem NaN
## Stapleton - St. George-East Harlem NaN
## Sunset Park-East Harlem NaN
## Union Square - Lower East Side-East Harlem NaN
## Upper East Side-East Harlem NaN
## Upper West Side-East Harlem NaN
## Washington Heights-East Harlem NaN
## West Queens-East Harlem NaN
## Williamsburg - Bushwick-East Harlem NaN
## Willowbrook-East Harlem NaN
## Flushing - Clearview-East New York NaN
## Fordham - Bronx Pk-East New York NaN
## Fresh Meadows-East New York NaN
## Gramercy Park - Murray Hill-East New York NaN
## Greenpoint-East New York NaN
## Greenwich Village - SoHo-East New York NaN
## High Bridge - Morrisania-East New York NaN
## Hunts Point - Mott Haven-East New York NaN
## Jamaica-East New York NaN
## Kingsbridge - Riverdale-East New York NaN
## Long Island City - Astoria-East New York NaN
## Lower Manhattan-East New York NaN
## Northeast Bronx-East New York NaN
## Pelham - Throgs Neck-East New York NaN
## Port Richmond-East New York NaN
## Ridgewood - Forest Hills-East New York NaN
## Rockaways-East New York NaN
## South Beach - Tottenville-East New York NaN
## Southeast Queens-East New York NaN
## Southwest Queens-East New York NaN
## Stapleton - St. George-East New York NaN
## Sunset Park-East New York NaN
## Union Square - Lower East Side-East New York NaN
## Upper East Side-East New York NaN
## Upper West Side-East New York NaN
## Washington Heights-East New York NaN
## West Queens-East New York NaN
## Williamsburg - Bushwick-East New York NaN
## Willowbrook-East New York NaN
## Fordham - Bronx Pk-Flushing - Clearview NaN
## Fresh Meadows-Flushing - Clearview NaN
## Gramercy Park - Murray Hill-Flushing - Clearview NaN
## Greenpoint-Flushing - Clearview NaN
## Greenwich Village - SoHo-Flushing - Clearview NaN
## High Bridge - Morrisania-Flushing - Clearview NaN
## Hunts Point - Mott Haven-Flushing - Clearview NaN
## Jamaica-Flushing - Clearview NaN
## Kingsbridge - Riverdale-Flushing - Clearview NaN
## Long Island City - Astoria-Flushing - Clearview NaN
## Lower Manhattan-Flushing - Clearview NaN
## Northeast Bronx-Flushing - Clearview NaN
## Pelham - Throgs Neck-Flushing - Clearview NaN
## Port Richmond-Flushing - Clearview NaN
## Ridgewood - Forest Hills-Flushing - Clearview NaN
## Rockaways-Flushing - Clearview NaN
## South Beach - Tottenville-Flushing - Clearview NaN
## Southeast Queens-Flushing - Clearview NaN
## Southwest Queens-Flushing - Clearview NaN
## Stapleton - St. George-Flushing - Clearview NaN
## Sunset Park-Flushing - Clearview NaN
## Union Square - Lower East Side-Flushing - Clearview NaN
## Upper East Side-Flushing - Clearview NaN
## Upper West Side-Flushing - Clearview NaN
## Washington Heights-Flushing - Clearview NaN
## West Queens-Flushing - Clearview NaN
## Williamsburg - Bushwick-Flushing - Clearview NaN
## Willowbrook-Flushing - Clearview NaN
## Fresh Meadows-Fordham - Bronx Pk NaN
## Gramercy Park - Murray Hill-Fordham - Bronx Pk NaN
## Greenpoint-Fordham - Bronx Pk NaN
## Greenwich Village - SoHo-Fordham - Bronx Pk NaN
## High Bridge - Morrisania-Fordham - Bronx Pk NaN
## Hunts Point - Mott Haven-Fordham - Bronx Pk NaN
## Jamaica-Fordham - Bronx Pk NaN
## Kingsbridge - Riverdale-Fordham - Bronx Pk NaN
## Long Island City - Astoria-Fordham - Bronx Pk NaN
## Lower Manhattan-Fordham - Bronx Pk NaN
## Northeast Bronx-Fordham - Bronx Pk NaN
## Pelham - Throgs Neck-Fordham - Bronx Pk NaN
## Port Richmond-Fordham - Bronx Pk NaN
## Ridgewood - Forest Hills-Fordham - Bronx Pk NaN
## Rockaways-Fordham - Bronx Pk NaN
## South Beach - Tottenville-Fordham - Bronx Pk NaN
## Southeast Queens-Fordham - Bronx Pk NaN
## Southwest Queens-Fordham - Bronx Pk NaN
## Stapleton - St. George-Fordham - Bronx Pk NaN
## Sunset Park-Fordham - Bronx Pk NaN
## Union Square - Lower East Side-Fordham - Bronx Pk NaN
## Upper East Side-Fordham - Bronx Pk NaN
## Upper West Side-Fordham - Bronx Pk NaN
## Washington Heights-Fordham - Bronx Pk NaN
## West Queens-Fordham - Bronx Pk NaN
## Williamsburg - Bushwick-Fordham - Bronx Pk NaN
## Willowbrook-Fordham - Bronx Pk NaN
## Gramercy Park - Murray Hill-Fresh Meadows NaN
## Greenpoint-Fresh Meadows NaN
## Greenwich Village - SoHo-Fresh Meadows NaN
## High Bridge - Morrisania-Fresh Meadows NaN
## Hunts Point - Mott Haven-Fresh Meadows NaN
## Jamaica-Fresh Meadows NaN
## Kingsbridge - Riverdale-Fresh Meadows NaN
## Long Island City - Astoria-Fresh Meadows NaN
## Lower Manhattan-Fresh Meadows NaN
## Northeast Bronx-Fresh Meadows NaN
## Pelham - Throgs Neck-Fresh Meadows NaN
## Port Richmond-Fresh Meadows NaN
## Ridgewood - Forest Hills-Fresh Meadows NaN
## Rockaways-Fresh Meadows NaN
## South Beach - Tottenville-Fresh Meadows NaN
## Southeast Queens-Fresh Meadows NaN
## Southwest Queens-Fresh Meadows NaN
## Stapleton - St. George-Fresh Meadows NaN
## Sunset Park-Fresh Meadows NaN
## Union Square - Lower East Side-Fresh Meadows NaN
## Upper East Side-Fresh Meadows NaN
## Upper West Side-Fresh Meadows NaN
## Washington Heights-Fresh Meadows NaN
## West Queens-Fresh Meadows NaN
## Williamsburg - Bushwick-Fresh Meadows NaN
## Willowbrook-Fresh Meadows NaN
## Greenpoint-Gramercy Park - Murray Hill NaN
## Greenwich Village - SoHo-Gramercy Park - Murray Hill NaN
## High Bridge - Morrisania-Gramercy Park - Murray Hill NaN
## Hunts Point - Mott Haven-Gramercy Park - Murray Hill NaN
## Jamaica-Gramercy Park - Murray Hill NaN
## Kingsbridge - Riverdale-Gramercy Park - Murray Hill NaN
## Long Island City - Astoria-Gramercy Park - Murray Hill NaN
## Lower Manhattan-Gramercy Park - Murray Hill NaN
## Northeast Bronx-Gramercy Park - Murray Hill NaN
## Pelham - Throgs Neck-Gramercy Park - Murray Hill NaN
## Port Richmond-Gramercy Park - Murray Hill NaN
## Ridgewood - Forest Hills-Gramercy Park - Murray Hill NaN
## Rockaways-Gramercy Park - Murray Hill NaN
## South Beach - Tottenville-Gramercy Park - Murray Hill NaN
## Southeast Queens-Gramercy Park - Murray Hill NaN
## Southwest Queens-Gramercy Park - Murray Hill NaN
## Stapleton - St. George-Gramercy Park - Murray Hill NaN
## Sunset Park-Gramercy Park - Murray Hill NaN
## Union Square - Lower East Side-Gramercy Park - Murray Hill NaN
## Upper East Side-Gramercy Park - Murray Hill NaN
## Upper West Side-Gramercy Park - Murray Hill NaN
## Washington Heights-Gramercy Park - Murray Hill NaN
## West Queens-Gramercy Park - Murray Hill NaN
## Williamsburg - Bushwick-Gramercy Park - Murray Hill NaN
## Willowbrook-Gramercy Park - Murray Hill NaN
## Greenwich Village - SoHo-Greenpoint NaN
## High Bridge - Morrisania-Greenpoint NaN
## Hunts Point - Mott Haven-Greenpoint NaN
## Jamaica-Greenpoint NaN
## Kingsbridge - Riverdale-Greenpoint NaN
## Long Island City - Astoria-Greenpoint NaN
## Lower Manhattan-Greenpoint NaN
## Northeast Bronx-Greenpoint NaN
## Pelham - Throgs Neck-Greenpoint NaN
## Port Richmond-Greenpoint NaN
## Ridgewood - Forest Hills-Greenpoint NaN
## Rockaways-Greenpoint NaN
## South Beach - Tottenville-Greenpoint NaN
## Southeast Queens-Greenpoint NaN
## Southwest Queens-Greenpoint NaN
## Stapleton - St. George-Greenpoint NaN
## Sunset Park-Greenpoint NaN
## Union Square - Lower East Side-Greenpoint NaN
## Upper East Side-Greenpoint NaN
## Upper West Side-Greenpoint NaN
## Washington Heights-Greenpoint NaN
## West Queens-Greenpoint NaN
## Williamsburg - Bushwick-Greenpoint NaN
## Willowbrook-Greenpoint NaN
## High Bridge - Morrisania-Greenwich Village - SoHo NaN
## Hunts Point - Mott Haven-Greenwich Village - SoHo NaN
## Jamaica-Greenwich Village - SoHo NaN
## Kingsbridge - Riverdale-Greenwich Village - SoHo NaN
## Long Island City - Astoria-Greenwich Village - SoHo NaN
## Lower Manhattan-Greenwich Village - SoHo NaN
## Northeast Bronx-Greenwich Village - SoHo NaN
## Pelham - Throgs Neck-Greenwich Village - SoHo NaN
## Port Richmond-Greenwich Village - SoHo NaN
## Ridgewood - Forest Hills-Greenwich Village - SoHo NaN
## Rockaways-Greenwich Village - SoHo NaN
## South Beach - Tottenville-Greenwich Village - SoHo NaN
## Southeast Queens-Greenwich Village - SoHo NaN
## Southwest Queens-Greenwich Village - SoHo NaN
## Stapleton - St. George-Greenwich Village - SoHo NaN
## Sunset Park-Greenwich Village - SoHo NaN
## Union Square - Lower East Side-Greenwich Village - SoHo NaN
## Upper East Side-Greenwich Village - SoHo NaN
## Upper West Side-Greenwich Village - SoHo NaN
## Washington Heights-Greenwich Village - SoHo NaN
## West Queens-Greenwich Village - SoHo NaN
## Williamsburg - Bushwick-Greenwich Village - SoHo NaN
## Willowbrook-Greenwich Village - SoHo NaN
## Hunts Point - Mott Haven-High Bridge - Morrisania NaN
## Jamaica-High Bridge - Morrisania NaN
## Kingsbridge - Riverdale-High Bridge - Morrisania NaN
## Long Island City - Astoria-High Bridge - Morrisania NaN
## Lower Manhattan-High Bridge - Morrisania NaN
## Northeast Bronx-High Bridge - Morrisania NaN
## Pelham - Throgs Neck-High Bridge - Morrisania NaN
## Port Richmond-High Bridge - Morrisania NaN
## Ridgewood - Forest Hills-High Bridge - Morrisania NaN
## Rockaways-High Bridge - Morrisania NaN
## South Beach - Tottenville-High Bridge - Morrisania NaN
## Southeast Queens-High Bridge - Morrisania NaN
## Southwest Queens-High Bridge - Morrisania NaN
## Stapleton - St. George-High Bridge - Morrisania NaN
## Sunset Park-High Bridge - Morrisania NaN
## Union Square - Lower East Side-High Bridge - Morrisania NaN
## Upper East Side-High Bridge - Morrisania NaN
## Upper West Side-High Bridge - Morrisania NaN
## Washington Heights-High Bridge - Morrisania NaN
## West Queens-High Bridge - Morrisania NaN
## Williamsburg - Bushwick-High Bridge - Morrisania NaN
## Willowbrook-High Bridge - Morrisania NaN
## Jamaica-Hunts Point - Mott Haven NaN
## Kingsbridge - Riverdale-Hunts Point - Mott Haven NaN
## Long Island City - Astoria-Hunts Point - Mott Haven NaN
## Lower Manhattan-Hunts Point - Mott Haven NaN
## Northeast Bronx-Hunts Point - Mott Haven NaN
## Pelham - Throgs Neck-Hunts Point - Mott Haven NaN
## Port Richmond-Hunts Point - Mott Haven NaN
## Ridgewood - Forest Hills-Hunts Point - Mott Haven NaN
## Rockaways-Hunts Point - Mott Haven NaN
## South Beach - Tottenville-Hunts Point - Mott Haven NaN
## Southeast Queens-Hunts Point - Mott Haven NaN
## Southwest Queens-Hunts Point - Mott Haven NaN
## Stapleton - St. George-Hunts Point - Mott Haven NaN
## Sunset Park-Hunts Point - Mott Haven NaN
## Union Square - Lower East Side-Hunts Point - Mott Haven NaN
## Upper East Side-Hunts Point - Mott Haven NaN
## Upper West Side-Hunts Point - Mott Haven NaN
## Washington Heights-Hunts Point - Mott Haven NaN
## West Queens-Hunts Point - Mott Haven NaN
## Williamsburg - Bushwick-Hunts Point - Mott Haven NaN
## Willowbrook-Hunts Point - Mott Haven NaN
## Kingsbridge - Riverdale-Jamaica NaN
## Long Island City - Astoria-Jamaica NaN
## Lower Manhattan-Jamaica NaN
## Northeast Bronx-Jamaica NaN
## Pelham - Throgs Neck-Jamaica NaN
## Port Richmond-Jamaica NaN
## Ridgewood - Forest Hills-Jamaica NaN
## Rockaways-Jamaica NaN
## South Beach - Tottenville-Jamaica NaN
## Southeast Queens-Jamaica NaN
## Southwest Queens-Jamaica NaN
## Stapleton - St. George-Jamaica NaN
## Sunset Park-Jamaica NaN
## Union Square - Lower East Side-Jamaica NaN
## Upper East Side-Jamaica NaN
## Upper West Side-Jamaica NaN
## Washington Heights-Jamaica NaN
## West Queens-Jamaica NaN
## Williamsburg - Bushwick-Jamaica NaN
## Willowbrook-Jamaica NaN
## Long Island City - Astoria-Kingsbridge - Riverdale NaN
## Lower Manhattan-Kingsbridge - Riverdale NaN
## Northeast Bronx-Kingsbridge - Riverdale NaN
## Pelham - Throgs Neck-Kingsbridge - Riverdale NaN
## Port Richmond-Kingsbridge - Riverdale NaN
## Ridgewood - Forest Hills-Kingsbridge - Riverdale NaN
## Rockaways-Kingsbridge - Riverdale NaN
## South Beach - Tottenville-Kingsbridge - Riverdale NaN
## Southeast Queens-Kingsbridge - Riverdale NaN
## Southwest Queens-Kingsbridge - Riverdale NaN
## Stapleton - St. George-Kingsbridge - Riverdale NaN
## Sunset Park-Kingsbridge - Riverdale NaN
## Union Square - Lower East Side-Kingsbridge - Riverdale NaN
## Upper East Side-Kingsbridge - Riverdale NaN
## Upper West Side-Kingsbridge - Riverdale NaN
## Washington Heights-Kingsbridge - Riverdale NaN
## West Queens-Kingsbridge - Riverdale NaN
## Williamsburg - Bushwick-Kingsbridge - Riverdale NaN
## Willowbrook-Kingsbridge - Riverdale NaN
## Lower Manhattan-Long Island City - Astoria NaN
## Northeast Bronx-Long Island City - Astoria NaN
## Pelham - Throgs Neck-Long Island City - Astoria NaN
## Port Richmond-Long Island City - Astoria NaN
## Ridgewood - Forest Hills-Long Island City - Astoria NaN
## Rockaways-Long Island City - Astoria NaN
## South Beach - Tottenville-Long Island City - Astoria NaN
## Southeast Queens-Long Island City - Astoria NaN
## Southwest Queens-Long Island City - Astoria NaN
## Stapleton - St. George-Long Island City - Astoria NaN
## Sunset Park-Long Island City - Astoria NaN
## Union Square - Lower East Side-Long Island City - Astoria NaN
## Upper East Side-Long Island City - Astoria NaN
## Upper West Side-Long Island City - Astoria NaN
## Washington Heights-Long Island City - Astoria NaN
## West Queens-Long Island City - Astoria NaN
## Williamsburg - Bushwick-Long Island City - Astoria NaN
## Willowbrook-Long Island City - Astoria NaN
## Northeast Bronx-Lower Manhattan NaN
## Pelham - Throgs Neck-Lower Manhattan NaN
## Port Richmond-Lower Manhattan NaN
## Ridgewood - Forest Hills-Lower Manhattan NaN
## Rockaways-Lower Manhattan NaN
## South Beach - Tottenville-Lower Manhattan NaN
## Southeast Queens-Lower Manhattan NaN
## Southwest Queens-Lower Manhattan NaN
## Stapleton - St. George-Lower Manhattan NaN
## Sunset Park-Lower Manhattan NaN
## Union Square - Lower East Side-Lower Manhattan NaN
## Upper East Side-Lower Manhattan NaN
## Upper West Side-Lower Manhattan NaN
## Washington Heights-Lower Manhattan NaN
## West Queens-Lower Manhattan NaN
## Williamsburg - Bushwick-Lower Manhattan NaN
## Willowbrook-Lower Manhattan NaN
## Pelham - Throgs Neck-Northeast Bronx NaN
## Port Richmond-Northeast Bronx NaN
## Ridgewood - Forest Hills-Northeast Bronx NaN
## Rockaways-Northeast Bronx NaN
## South Beach - Tottenville-Northeast Bronx NaN
## Southeast Queens-Northeast Bronx NaN
## Southwest Queens-Northeast Bronx NaN
## Stapleton - St. George-Northeast Bronx NaN
## Sunset Park-Northeast Bronx NaN
## Union Square - Lower East Side-Northeast Bronx NaN
## Upper East Side-Northeast Bronx NaN
## Upper West Side-Northeast Bronx NaN
## Washington Heights-Northeast Bronx NaN
## West Queens-Northeast Bronx NaN
## Williamsburg - Bushwick-Northeast Bronx NaN
## Willowbrook-Northeast Bronx NaN
## Port Richmond-Pelham - Throgs Neck NaN
## Ridgewood - Forest Hills-Pelham - Throgs Neck NaN
## Rockaways-Pelham - Throgs Neck NaN
## South Beach - Tottenville-Pelham - Throgs Neck NaN
## Southeast Queens-Pelham - Throgs Neck NaN
## Southwest Queens-Pelham - Throgs Neck NaN
## Stapleton - St. George-Pelham - Throgs Neck NaN
## Sunset Park-Pelham - Throgs Neck NaN
## Union Square - Lower East Side-Pelham - Throgs Neck NaN
## Upper East Side-Pelham - Throgs Neck NaN
## Upper West Side-Pelham - Throgs Neck NaN
## Washington Heights-Pelham - Throgs Neck NaN
## West Queens-Pelham - Throgs Neck NaN
## Williamsburg - Bushwick-Pelham - Throgs Neck NaN
## Willowbrook-Pelham - Throgs Neck NaN
## Ridgewood - Forest Hills-Port Richmond NaN
## Rockaways-Port Richmond NaN
## South Beach - Tottenville-Port Richmond NaN
## Southeast Queens-Port Richmond NaN
## Southwest Queens-Port Richmond NaN
## Stapleton - St. George-Port Richmond NaN
## Sunset Park-Port Richmond NaN
## Union Square - Lower East Side-Port Richmond NaN
## Upper East Side-Port Richmond NaN
## Upper West Side-Port Richmond NaN
## Washington Heights-Port Richmond NaN
## West Queens-Port Richmond NaN
## Williamsburg - Bushwick-Port Richmond NaN
## Willowbrook-Port Richmond NaN
## Rockaways-Ridgewood - Forest Hills NaN
## South Beach - Tottenville-Ridgewood - Forest Hills NaN
## Southeast Queens-Ridgewood - Forest Hills NaN
## Southwest Queens-Ridgewood - Forest Hills NaN
## Stapleton - St. George-Ridgewood - Forest Hills NaN
## Sunset Park-Ridgewood - Forest Hills NaN
## Union Square - Lower East Side-Ridgewood - Forest Hills NaN
## Upper East Side-Ridgewood - Forest Hills NaN
## Upper West Side-Ridgewood - Forest Hills NaN
## Washington Heights-Ridgewood - Forest Hills NaN
## West Queens-Ridgewood - Forest Hills NaN
## Williamsburg - Bushwick-Ridgewood - Forest Hills NaN
## Willowbrook-Ridgewood - Forest Hills NaN
## South Beach - Tottenville-Rockaways NaN
## Southeast Queens-Rockaways NaN
## Southwest Queens-Rockaways NaN
## Stapleton - St. George-Rockaways NaN
## Sunset Park-Rockaways NaN
## Union Square - Lower East Side-Rockaways NaN
## Upper East Side-Rockaways NaN
## Upper West Side-Rockaways NaN
## Washington Heights-Rockaways NaN
## West Queens-Rockaways NaN
## Williamsburg - Bushwick-Rockaways NaN
## Willowbrook-Rockaways NaN
## Southeast Queens-South Beach - Tottenville NaN
## Southwest Queens-South Beach - Tottenville NaN
## Stapleton - St. George-South Beach - Tottenville NaN
## Sunset Park-South Beach - Tottenville NaN
## Union Square - Lower East Side-South Beach - Tottenville NaN
## Upper East Side-South Beach - Tottenville NaN
## Upper West Side-South Beach - Tottenville NaN
## Washington Heights-South Beach - Tottenville NaN
## West Queens-South Beach - Tottenville NaN
## Williamsburg - Bushwick-South Beach - Tottenville NaN
## Willowbrook-South Beach - Tottenville NaN
## Southwest Queens-Southeast Queens NaN
## Stapleton - St. George-Southeast Queens NaN
## Sunset Park-Southeast Queens NaN
## Union Square - Lower East Side-Southeast Queens NaN
## Upper East Side-Southeast Queens NaN
## Upper West Side-Southeast Queens NaN
## Washington Heights-Southeast Queens NaN
## West Queens-Southeast Queens NaN
## Williamsburg - Bushwick-Southeast Queens NaN
## Willowbrook-Southeast Queens NaN
## Stapleton - St. George-Southwest Queens NaN
## Sunset Park-Southwest Queens NaN
## Union Square - Lower East Side-Southwest Queens NaN
## Upper East Side-Southwest Queens NaN
## Upper West Side-Southwest Queens NaN
## Washington Heights-Southwest Queens NaN
## West Queens-Southwest Queens NaN
## Williamsburg - Bushwick-Southwest Queens NaN
## Willowbrook-Southwest Queens NaN
## Sunset Park-Stapleton - St. George NaN
## Union Square - Lower East Side-Stapleton - St. George NaN
## Upper East Side-Stapleton - St. George NaN
## Upper West Side-Stapleton - St. George NaN
## Washington Heights-Stapleton - St. George NaN
## West Queens-Stapleton - St. George NaN
## Williamsburg - Bushwick-Stapleton - St. George NaN
## Willowbrook-Stapleton - St. George NaN
## Union Square - Lower East Side-Sunset Park NaN
## Upper East Side-Sunset Park NaN
## Upper West Side-Sunset Park NaN
## Washington Heights-Sunset Park NaN
## West Queens-Sunset Park NaN
## Williamsburg - Bushwick-Sunset Park NaN
## Willowbrook-Sunset Park NaN
## Upper East Side-Union Square - Lower East Side NaN
## Upper West Side-Union Square - Lower East Side NaN
## Washington Heights-Union Square - Lower East Side NaN
## West Queens-Union Square - Lower East Side NaN
## Williamsburg - Bushwick-Union Square - Lower East Side NaN
## Willowbrook-Union Square - Lower East Side NaN
## Upper West Side-Upper East Side NaN
## Washington Heights-Upper East Side NaN
## West Queens-Upper East Side NaN
## Williamsburg - Bushwick-Upper East Side NaN
## Willowbrook-Upper East Side NaN
## Washington Heights-Upper West Side NaN
## West Queens-Upper West Side NaN
## Williamsburg - Bushwick-Upper West Side NaN
## Willowbrook-Upper West Side NaN
## West Queens-Washington Heights NaN
## Williamsburg - Bushwick-Washington Heights NaN
## Willowbrook-Washington Heights NaN
## Williamsburg - Bushwick-West Queens NaN
## Willowbrook-West Queens NaN
## Willowbrook-Williamsburg - Bushwick NaNThe ANOVA shows significant differences in PM2.5 levels across UHF regions (Sum Sq = 26.36, Mean Sq = 0.6428). However, post-hoc Tukey tests couldn’t identify specific differences due to missing or invalid data, requiring further data cleaning for detailed insights.
Hierarchical Clustering of PM2.5 Levels
# data for clustering (PM2.5_Mean only)
data_for_clustering <- grouped_data %>%
select(PM2.5_Mean) %>%
scale()
# Determine optimal number of clusters
library(factoextra)
fviz_nbclust(data_for_clustering, kmeans, method = "wss") +
labs(title = "Optimal Clusters using Elbow Method")
# Apply K-means clustering
set.seed(123)
kmeans_result <- kmeans(data_for_clustering, centers = 4) # Adjust 'centers' based on elbow plot
grouped_data$Cluster <- as.factor(kmeans_result$cluster)
# Plot with improved label clarity
ggplot(grouped_data, aes(x = PM2.5_Mean, y = Cluster, color = Cluster)) +
geom_point(size = 3, alpha = 0.7) +
geom_text(
aes(label = UHF_name),
hjust = 0,
vjust = 1,
size = 3,
check_overlap = TRUE
) +
labs(
title = "Clusters of PM2.5 Levels by UHF Region with Labels",
x = "Scaled PM2.5 Mean Levels",
y = "Cluster",
color = "Cluster"
) +
theme_minimal() +
theme(
legend.position = "bottom",
plot.title = element_text(size = 14, face = "bold"),
axis.text.x = element_text(angle = 45, hjust = 1)
)
Future Directions
Integrate Demographic Data: Incorporate demographic characteristics such as age distribution, socioeconomic status, and pre-existing health conditions for deeper insights. Expand to Other Pollutants: Analyze additional air quality indicators for a comprehensive understanding of air pollution in NYC and other cities Real-Time Monitoring: Leverage API data to explore temporal variations. Geospatial Analysis: Investigate spatial correlations using GIS tools to map health outcomes against pollution levels.
Conclusion
In conclusion, while this analysis may not be significant, it has been immensely useful for me in advancing my own understanding and skill set. Through this project, I gained hands-on experience with techniques like regression analysis, clustering, and ANOVA, as well as managing the challenges of data cleaning, integration, and visualization. Despite the weak statistical results, this process has deepened my ability to critically analyze data and interpret findings, which will be invaluable as I move forward in my studies and work. This project has given me a practical foundation to build upon and equipped me with the tools to tackle more complex data-driven challenges in the future.