What's included

• Data Cleaning and Preprocessing Report

  I will clean and format the raw data by handling missing values, outliers, and duplicates. I will standardize formats and scale numerical features to ensure the data is ready for accurate analysis.

• Exploratory Data Analysis (EDA) Report

  I will conduct an initial analysis of the data to uncover trends, patterns, and insights. This will include creating visualizations such as histograms, scatter plots, and correlation matrices, as well as summarizing key statistics like mean, median, and standard deviation.

• Data Visualization

  I will create custom charts and graphs, such as bar, line, and pie charts, to present the data in an easy-to-understand format. I will also create interactive dashboards using tools like Tableau or Power BI, interpreting the visual trends and patterns clearly.

• Statistical Analysis Report

  I will perform statistical analysis, which may involve hypothesis testing, regression analysis, or ANOVA, depending on the client’s needs. This report will provide insights into the statistical significance of various data points and model predictions.