🔍 EDA Python Project

Comprehensive Exploratory Data Analysis of Boston Housing Dataset

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🚀 Project Features

Professional data analysis with automated report generation

📊

Comprehensive Analysis

Statistical analysis, correlation studies, and outlier detection

📄

HTML Reports

Professional interactive reports with embedded visualizations

🎨

Beautiful Visualizations

Distribution plots, correlation heatmaps, and statistical charts

🏠 Boston Housing Dataset Analysis

Deep dive into factors affecting housing prices including crime rates, accessibility, and socioeconomic patterns.

506

Properties Analyzed

14

Key Features

📈 Key Technologies

Python Pandas Matplotlib Seaborn Scikit-learn Bootstrap

🚀 Get Started


                        git clone https://github.com/Jaytech9/EDA-Python.git

                        cd EDA-Python

                        pip install -r requirements.txt

                        python main.py

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PDF Document

Boston Housing Analysis Report

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PDF Document

Insightful Analysis Report

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📄 Full EDA Report

Boston Housing Dataset - EDA Report

Generated on 2025-09-18 01:09:48

📊 Dataset Overview

506

Total Records

14

Features

$36.96k

Average Price

🔍 Key Insights

📈 Top Positive Correlations

RM+0.519
INDUS+0.108

📉 Top Negative Correlations

CRIM-0.556
LSTAT-0.513
RAD-0.084

Correlation Heatmap

📊 Feature Distributions

🎨 Feature Relationships

Tareget Analysis

📦 Outlier Analysis