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A data analysis project using Apache Spark (PySpark) and Databricks to analyze the US Accidents dataset. The project includes data cleaning, preprocessing, exploratory data analysis (EDA), and visualizations to uncover accident trends and insights.

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US Accidents Analysis

Project Overview

This project analyzes the US Accidents dataset using Apache Spark and Databricks.

Technologies Used

  • Python
  • PySpark
  • Apache Spark
  • Databricks

Dataset

US_Accidents_March23.csv

Project Structure

  • Data/
  • Notebook/
  • Screenshots/

How to Run

  1. Import the notebook into Databricks.
  2. Attach a cluster.
  3. Run all cells.

Author

Basava Reddy

About

A data analysis project using Apache Spark (PySpark) and Databricks to analyze the US Accidents dataset. The project includes data cleaning, preprocessing, exploratory data analysis (EDA), and visualizations to uncover accident trends and insights.

Resources

Readme
Activity

Stars

0 stars

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0 watching

Forks

0 forks
Report repository

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