DataCleanse Studio

Data Validation, Correlation Matrix & Trend Analytics

No File Uploaded 0 Rows
Step 1: Upload Select Excel / CSV
Step 2: Clean Data Fix missing & duplicates
Step 3: Relationships Find connections
Step 4: Trends Groups & patterns
Step 5: Export Search & download

Import Excel or CSV File

Drag & drop your file here, or click to browse files

Excel (.xlsx, .xls) CSV (.csv)
Total Rows / Records

0

Total Columns

0

Empty / Missing Cells

0

Duplicate Rows

0

Data Quality Score

--%

Automated Insights & Summary

Missing Values Breakdown

0 Missing

Number of empty missing values in each column:

Column-by-Column Data Health

Column Name Type Missing Values Missing % Unique Values Extreme Values Sample Preview

1-Click Auto-Clean Dataset (Recommended)

Automatically removes exact duplicate rows, fills missing values with averages, and smooths extreme outliers instantly.

Custom Cleaning Options

Deletes exact repeated rows in your file.
Fill Missing Values per Column
Smooth Extreme Outlier Numbers

Fix History Log

  • No cleaning actions executed yet.
Numerical Covariance & Correlation Matrix

Interactive Correlation Heatmap

Top Correlated Pairs

Data Trend Controls

e.g. Day, Month, Date, ID, Category
e.g. Ice Cream Sales, Revenue, Rating

Trend Summary

Records Analyzed: --
Aggregated Total: --
Average Metric: --

Visual Data Trend Plot

Demographic Distributions & Statistics

Numeric Demographic Metrics Summary

Attribute Count Mean Std Dev Median Min Max 25% Quantile 75% Quantile Skewness
Export Clean CSV Export PDF Report
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