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Data-Science-Projects

Sentiment Analysis - Review Classification using SpaCy

  • | Python, NLP, Jupyter Notebook |
  • - This project is specifically based on Natural Language Processing.
  • - Reviews from IMDb, Yelp and Amazon is used for analysis purpose.
  • - Appended and cleaned datasets using TF-IDF for IMDb, Amazon and Yelp reviews. Trained the model and predicted test results. Thereby using NLP for sentiment analysis, achieved predictions.

Sales Analysis

  • | Jupyter Notebook, Visualization |
  • It uses Sales Dataset.
  • - Executed Extract, Transform, Load (ETL) process on dataset, followed by Exploratory Data Analysis (EDA) process. Analyzed data using visualization, offering valuable insights for enhancing sales.

IT Ticket Analysis

  • | Power BI |
  • - This project uses Power BI for analysis.
  • - It uses IT Helpdesk Data.
  • - Cleaned the data in Power BI and created effective visualization for insights.
  • - Achieved data driven insights by integrating dynamic measures with Power BI’s visualizations.

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This repo contains different projects for data science which includes analysis for each.

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