Advanced Data Analytics Dashboard | cmaknowledge.in

Advanced Data Analytics Dashboard

Upload Excel or CSV files (.xls, .xlsx, or .csv) to generate insightful analytics and dashboard visualizations.

Processing your data...

Select Columns to Analyze

Select the columns you want to include in the analysis. For large files, selecting fewer columns will improve performance.

Performance Tip: For large datasets, select only the most important columns to analyze.

Data Summary

Visualizations

Summary Charts

Distribution

Correlations

Trend Analysis

Sum of Numeric Fields

Interpretation: This chart shows the total sum of each numeric field. Higher values indicate areas with greater cumulative impact.

Average Values

Interpretation: Average values help identify typical measurements. Compare these to your expected benchmarks for performance evaluation.

Value Distribution

Interpretation: Distribution shows how values are spread. A normal distribution suggests natural variation, while skewed distributions may indicate outliers.

Minimum vs Maximum Values

Interpretation: The range between min and max values indicates variability. Wider ranges suggest greater volatility in that metric.

Data Distribution by Field

Interpretation: This visualization shows how values are distributed across different fields, helping identify patterns and concentrations.

Correlation Heatmap

Interpretation: Correlation analysis shows relationships between variables. Strong positive correlations (blue) indicate variables that move together, while negative correlations (red) show inverse relationships.

Trend Analysis

Interpretation: Trend analysis helps identify patterns over time or sequence. Upward trends indicate growth, while downward trends may signal declining performance.

Data Analysis simple Tool

Advanced Data Analytics Dashboard

Select Columns to Analyze

Data Summary

Visualizations

Data Insights

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