• Exploratory Data Analysis
Exploratory Data Analysis
Conducted comprehensive data analysis on various datasets, analyzing over 100,000 data points to identify optimal location for a new Mediterranean restaurant.
Project Type
Data Analysis, DevelopmentTools Used
Nextjs, Firebase, ChakraUIProject Overview
This project presents a comprehensive analysis of the Fort Worth area to identify the optimal location for a new Mediterranean restaurant. The analysis includes demographic insights, market competition, restaurant inspection scores, commercial land sales, household income by race, employment trends, and means of transportation to work.
Key Features
- •Comprehensive demographic analysis of Fort Worth area
- •Restaurant density mapping by zip code
- •Health inspection score analysis
- •Commercial real estate market evaluation
- •Transportation and accessibility analysis
Technical Highlights
- •Data processing of 100,000+ restaurant records
- •Statistical analysis using Python and Pandas
- •Interactive data visualization with Chart.js
- •Geospatial data analysis and mapping
- •Multi-factor location scoring system
Restaurant Distribution Analysis
The chart shows the number of restaurants in each zip code. Areas with a higher number of restaurants could indicate a high demand for food services.
Health Inspection Score Distribution
This histogram shows the distribution of inspection scores. Each bar represents the number of restaurants that received a score within the range specified by the bar's label. A high score indicates that a restaurant meets or exceeds health and safety standards.
Access the complete analysis report with detailed findings and recommendations.
Next Project
