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A comprehensive web application designed for uploading, processing, and analyzing various datasets. Users can upload their datasets, and the application automatically processes the data to generate analysis reports, including statistical summaries and visual outputs.

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Data Analytic Tool

Overview

The Data Analytic Tool is a web application designed to simplify the process of data analysis. It allows users to upload datasets, perform data cleaning if it is in a raw form , and generate insightful visualizations and reports. The tool is built using Flask for the backend, making it user-friendly and accessible to users of all technical skill levels.

Features

  • Dataset Upload: Users can easily upload datasets of csv formats.
  • Data Cleaning: Automatic processing to clean if it is in raw form and prepare data for analysis.
  • MapReduce Operations: Perform powerful data processing using MapReduce algorithms.
  • Interactive Visualizations: Generate visual outputs to help understand data trends.
  • Downloadable Reports: Generate and download analysis reports in PDF format.

Technologies Used

  • Languages: Python
  • Frameworks: Flask
  • Visualization Libraries: Matplotlib, Seaborn
  • Data Processing: Pandas, NumPy

Output Examples

Uploading Datasets image

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Results

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About

A comprehensive web application designed for uploading, processing, and analyzing various datasets. Users can upload their datasets, and the application automatically processes the data to generate analysis reports, including statistical summaries and visual outputs.

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