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Abdullah321Umar / ElevvoPathways-DataAnalytics_Internship-TASK3

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🔷 Data Cleaning and Insight Generation from Survey Data 🔷 Cleaned and preprocessed Kaggle’s Data Science Survey data, handling missing values, duplicates, and categorical responses. Applied label encoding and normalization to prepare the dataset for analysis. Built 12+ visualizations (pie, scatter, box, line, heatmap, etc.)

pdf pandas seaborn python-programming matplotlib feature-engineering data-normalization descriptive-statistics correlation-analysis project-organization data-presentation attention-to-detail multi-select-column-handling insight-extraction pdfpages insight-storytelling documentation-writing problem-solving-mindset cleaned-csv
  • Updated Sep 30, 2025
  • Jupyter Notebook

ttawann3 / ElevvoPathways-DataAnalytics_Internship-TASK3

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📊 Clean and analyze survey data to extract insights about data science professionals' preferences and behaviors from Kaggle's global survey.

pdf pandas python-programming matplotlib feature-engineering data-normalization descriptive-statistics correlation-analysis project-organization data-presentation attention-to-detail multi-select-column-handling insight-extraction pdfpages insight-storytelling documentation-writing problem-solving-mindset cleaned-csv
  • Updated Nov 3, 2025
  • Jupyter Notebook

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