What demographic information is included in this dataset?

The dataset provides comprehensive demographic details for New York. It includes population counts for males and females, total population, mean age for each gender, overall mean age, and population density. Additionally, geospatial data such as latitude and longitude coordinates is included, enabling precise location-based analysis. This information supports various applications like urban planning, resource allocation, and population studies.

Population Density Map of New York: Geospatial Distribution Across NY Districts 

This map visualizes the population density across New York, highlighting demographic and spatial insights derived from the dataset. Regions with the highest population density, such as urban centers, are marked in bright yellow, while sparsely populated zones, often on the outskirts or in less urbanized areas, are displayed in red.

Key insights from the data include:

• Urban centers, with their high population densities, are critical hubs requiring efficient infrastructure and resource allocation.
• Regions with a significant total population, like downtown districts, showcase the need for targeted public services, such as healthcare and transportation.
• Geospatial distribution reveals distinct clusters of female population dominance, with an average age of 37.96 years, suggesting areas where policies might focus on gender-specific needs.
• Male populations, with an average age of 34.94 years, are evenly distributed across most districts but show a slightly lower density in suburban regions.
• The overall average age of 36.53 years reflects a relatively balanced age distribution, which is vital for long-term urban planning strategies.

This visualization enables urban planners, researchers, and policymakers to identify high-density clusters, allocate resources effectively, and implement data-driven decision-making strategies. It serves as a cornerstone for public service optimization, business expansion planning, and sustainability efforts across New York City.

Population Distribution Among the Top 10 Most Populous Districts in New York City

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This pie chart depicts the proportional population distribution among the top 10 districts in New York City. Each district's share of the total population is represented by a slice, emphasizing the comparative sizes of their populations.

Key insights:

• Upper West Side leads with the largest population share at 13.5%, showcasing its demographic prominence among the top districts.
• Jackson Heights, Borough Park, and Flatbush each contribute approximately 10–11% of the total population in this group, reflecting a moderate level of population density.
• Smaller shares are observed in districts like Washington Heights South (8.4%) and Canarsie (8.6%), which still hold significant demographic weight within this ranking.
• The distribution suggests a relatively even spread of populations across most districts, with no single district dominating the total population excessively.

This pie chart is valuable for identifying population clusters and assessing how resources and services might be distributed across these high-density districts.

Top 10 Districts by Average Population Density in New York City

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This bar chart illustrates the average population density for the top 10 districts in New York City. Population density is measured as the number of people per unit area, showcasing how densely populated these districts are.

Key insights:

• Yorkville leads with the highest average population density, significantly surpassing the other districts with an average density exceeding 100,000.
• Upper West Side follows as the second most densely populated district, reflecting its urban character and high residential concentration.
• Other districts, such as Stuyvesant Town-Cooper Village and Fordham South, also exhibit relatively high population densities, averaging around 70,000–80,000 people per unit area.
• The remaining districts, including Washington Heights North, Lincoln Square, and East Village, display a slightly lower but still substantial population density.

This visualization highlights areas with concentrated populations, emphasizing urban hubs and residential hotspots, which could inform city planning and infrastructure development efforts.

Comparison of Male and Female Populations in the Top 10 Districts

This bar chart showcases the population distribution of males and females across the top 10 districts in New York City, ranked by their total population. Each district is represented with two bars: blue for male population and gray for female population.

Key highlights from the chart:

• Upper West Side has the highest total population, with approximately 72,667 females and 63,536 males.
• Jackson Heights and Borough Park follow as the second and third most populous districts, showing a consistently higher female population compared to males.
• All top 10 districts exhibit a higher female population than male population, with the difference ranging from a few thousand to over 9,000 (e.g., in the Upper West Side).
• The gender population difference is smaller in districts like Forest Hills and Washington Heights South, which have closer male-to-female ratios compared to others.

This visualization provides insight into the demographic composition of New York City’s most populous districts, with a clear trend of a larger female population across all districts. This information can inform resource allocation and urban planning strategies tailored to these neighborhoods.