What banking and financial information is included in this dataset?

The dataset provides detailed information about banking and financial points of interest in New York. It includes the names and websites of banks and ATMs, their geospatial data (latitude and longitude), customer ratings, and the number of reviews. Additionally, it offers data on contact information (phone numbers), addresses, traffic trends, and tags categorizing the type of service (e.g., ATM, Bitcoin ATM, traditional bank). This information supports applications such as financial accessibility analysis, customer experience improvement, and strategic planning for banking services.

How many banks are there in NewYork?

The dataset highlights the diversity and distribution of banking and financial services across New York, featuring a total of 6,587 points of interest (POIs). The most common tag is "ATM," with 5,929 occurrences, emphasizing the widespread availability of essential banking services throughout the city. Traditional banking institutions are also well-represented, with 1,746 occurrences of the "Bank" tag, indicating a robust network of branches catering to various financial needs.

These findings demonstrate New York’s strong financial infrastructure, particularly in traditional banking and ATM accessibility. The data provides valuable insights for stakeholders seeking to evaluate service density and identify areas for innovation and development in the financial sector.

Analyzing ATM Density and Distribution Across New York City Neighborhoods

The bar chart highlights the distribution of ATMs across the top 10 neighborhoods in New York City. Midtown-Midtown South leads by a significant margin with nearly 180 ATMs, reinforcing its status as the city's financial and commercial epicenter. Following this, Hudson Yards-Chelsea-Flatiron-Union Square ranks second with over 100 ATMs, reflecting its prominent role as a bustling mixed-use area.

Bay Ridge and SoHo-Tribeca-Civic Center-Little Italy also feature prominently, with ATM counts exceeding 75, catering to a mix of residential and commercial demands in these neighborhoods. Clinton and Turtle Bay-East Midtown show a balanced presence, each with around 60-70 ATMs, serving a combination of local residents and nearby office-goers.

Other neighborhoods such as West Village, Jackson Heights, Upper West Side, and Battery Park City-Lower Manhattan each contribute a modest but significant number of ATMs, around 50-60 each, providing accessible banking services to their diverse communities.

This distribution reflects a strategic approach to ATM placement, ensuring coverage in both high-density commercial hubs and key residential areas, supporting financial convenience for all.

Bank Distribution Across Leading New York City Neighborhoods

The bar chart displays the distribution of bank counts across the top 10 neighborhoods in New York City. Midtown-Midtown South leads overwhelmingly with over 200 banks, establishing itself as the city's premier financial district and a central hub for banking activities. Turtle Bay-East Midtown follows as a distant second, with approximately 80 banks, reflecting its significance as a commercial and residential area with a high demand for financial services.

Battery Park City-Lower Manhattan, Hudson Yards-Chelsea-Flatiron-Union Square, and SoHo-Tribeca-Civic Center-Little Italy each feature prominently, with around 60-70 banks. These neighborhoods are characterized by their mix of corporate offices, tourist attractions, and residential zones, necessitating a strong banking presence.

Flushing and Upper East Side-Carnegie Hill have similar bank counts, showcasing their roles as thriving residential and business hubs. Borough Park, West Village, and Murray Hill-Kips Bay round out the list, each with approximately 30-40 banks, providing essential banking services to their diverse communities.

This distribution highlights the concentration of banking services in commercial and financial centers while also addressing the needs of residential and mixed-use neighborhoods, ensuring comprehensive financial access across the city.

Proportional Analysis of Bank Reviews Across Top New York City Neighborhoods

The pie chart illustrates the proportion of total bank reviews contributed by the top 10 neighborhoods in New York City. Midtown-Midtown South dominates the chart with a substantial share of 30.8%, reflecting its role as the financial hub of the city with the highest customer engagement in banking services. Jackson Heights follows with 10.5%, highlighting its significance as a vibrant commercial and residential area with active banking activity.

Flushing accounts for 9.5% of total reviews, indicating its importance as a key economic center serving a diverse population. Bensonhurst West contributes 8.9%, showcasing a strong banking presence in this residential neighborhood. SoHo-Tribeca-Civic Center-Little Italy, with 8.1%, reflects its blend of residential, commercial, and cultural activities driving banking interactions.

The remaining neighborhoods—Jamaica (7.0%), Battery Park City-Lower Manhattan (6.6%), Central Harlem South (6.2%), Hudson Yards-Chelsea-Flatiron-Union Square (6.5%), and Turtle Bay-East Midtown (5.9%)—collectively make up a significant portion, showcasing a well-distributed customer base. These insights highlight the concentration of banking activities in major economic and residential zones, while also indicating opportunities to further engage customers in other areas.

Analysis of Phone Number Availability Among Banks in New York City

The bar chart highlights the availability of phone numbers for banks in the dataset, comparing those with and without listed contact details. The majority of banks, accounting for over 1,750 entries, have phone numbers available, showcasing a strong commitment to accessibility and customer support. In contrast, a smaller subset of banks, fewer than 300 entries, lack phone contact information, indicating potential gaps in customer reachability.

This distribution emphasizes the importance of providing contact details as part of customer service efforts, particularly in a highly competitive sector like banking. The high proportion of banks with listed phone numbers reflects well on the industry's overall accessibility, while the minority without this critical information represents opportunities for improvement to enhance customer convenience and satisfaction.

Distribution of Financial Service Tags in New York City's Banking Ecosystem

The pie chart illustrates the distribution of the top five tags associated with the dataset points, highlighting the prominence of specific banking and financial services in New York City. The "ATM" tag dominates the dataset, accounting for 63.3% of all entries, reflecting the widespread availability and essential nature of ATMs in meeting everyday financial needs. The second most common tag is "Bank," comprising 18.7%, indicating a strong presence of traditional banking institutions offering comprehensive financial services.

Other notable tags include "Financial Consultant" (2.9%), "Financial Planner" (2.8%), and "Business Banking Service" (2.1%), which represent specialized financial services catering to advisory and business needs. Additionally, the "Others" category accounts for 10.2%, encompassing a variety of less common but relevant financial services.

This distribution highlights the emphasis on providing convenient and accessible ATM services while also showcasing the availability of traditional banking and specialized financial support. The data reveals a well-rounded financial services ecosystem tailored to meet diverse customer requirements in the city.