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Python Data Analysis Pipeline v2

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About This Prompt

Build a complete data analysis pipeline with Python. Includes data cleaning, exploratory analysis, feature engineering, statistical testing, and visualization with actionable insights.

The Prompt

Act as a data scientist. Create a Python data analysis pipeline for Dataset: [DATASET_DESCRIPTION]. Include: Data loading and cleaning (missing values, outliers), Exploratory Data Analysis (statistical summaries, distributions), Feature engineering (new features, transformations), Correlation analysis, Hypothesis testing (t-test, chi-square, ANOVA), Visualization suite (matplotlib, seaborn, plotly), Insights generation, and Business recommendations dashboard.

Tags

#python #data analysis #pandas #numpy #visualization
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