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Exploratory Data Analysis

Exploratory Data Analysis

Exploratory Data Analysis - Project

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, Development

Tools Used

Nextjs, Firebase, ChakraUI

Project 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.

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