The Exploratory Data Analysis (EDA) Dashboard is an interactive and data-driven tool designed to help analysts, researchers, and decision-makers explore and understand the structure, patterns, and relationships within a dataset. This dashboard allows users to upload or input a dataset and perform various EDA tasks such as summary statistics, correlation analysis, distribution visualization, and outlier detection. It provides actionable insights into the dataset’s characteristics and helps stakeholders make informed decisions.

Key Features:

1. Dynamic Input Fields: Users can input datasets with up to five variables or upload a CSV file.
2. Summary Statistics: Automatically compute mean, median, standard deviation, min, max, and other key metrics for each variable.
3. Correlation Analysis: Calculate and visualize pairwise correlations between variables using heatmaps.
4. Distribution Visualization: Generate histograms, boxplots, and scatter plots to explore variable distributions and relationships.
5. Outlier Detection: Identify potential outliers using statistical methods and highlight them in visualizations.
6. PDF Export Functionality: Generate downloadable reports summarizing EDA results for presentations or sharing with stakeholders.
7. Modern and Stylish Design: A sleek interface with vibrant colors, animations, and clear typography to enhance user engagement.
8. Fully Responsive: Optimized for all devices, ensuring seamless functionality on desktops, tablets, and mobiles.
9. Self-Contained Container: The tool operates within its own container, ensuring no interference with the page header or footer.

Use Cases:

• Data scientists performing initial data exploration before modeling.
• Researchers analyzing trends and patterns in experimental data.
• Business analysts identifying key drivers of performance metrics from operational data.

How It Works:
Users input a dataset with up to five variables or upload a CSV file. The tool computes summary statistics, correlation matrices, and visualizations for the dataset. Results are displayed in tables and interactive charts. Users can customize inputs dynamically, analyze scenarios, and download detailed reports in PDF format for further analysis or sharing with stakeholders.