Guidelines for documenting a data analysis project
1. Project Overview
- Title: A clear, concise title.
-Introduction/Summary: A brief summary of the project, including its purpose and main findings.
2. Dataset Description
- Source: Where the data came from.
- Content: What the data includes (number of rows, columns, types of data).
- Key Features: Important columns and what they represent.
3. Data Preprocessing
- Initial Exploration: Basic statistics and initial observations.
- Cleaning: How you handled missing values, outliers, and any changes made to the data.
- New Features: Any new columns you created and why.
4. Exploratory Data Analysis (EDA)
- Visualizations: Key charts and graphs.
- Insights: Main findings from the data exploration.
5. Conclusion/Recommendation
- Findings: Recap the main results and their implications.
- Limitations: Any limitations of the analysis.
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