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All projects

Datalens, CSV profiling in the browser

Drop in a CSV and get a profile of every column, the relationships between numbers, and quick charts. Nothing is uploaded anywhere.

Datalens, CSV profiling in the browser main screen
Type
BURGTECH project
Domain
Data and analytics
Built by
Burgess Awalayah Glay, BURGTECH Solutions
Status
Complete
Year
2026
Stack
HTMLCSSJavaScript (ES modules)SVG and CanvasBrowser localStorage

Overview

Datalens reads a CSV file on your device and reports what is in it: types, missing values, spread, outliers and duplicates, then lets you explore groups, trends and correlations. Runs entirely in the browser with sample data and no server. It is an original BURGTECH product demo, not software in use by any client. Your own files are processed locally and never leave the page.

The problem

Before analysing a dataset you need to know what is wrong with it. That first look is usually slow and manual.

The solution

A local profiler that infers column types and summarises completeness, distribution and outliers, with correlation, scatter, monthly trend and group-by views.

Key functionality

  • Column type inference and completeness bars
  • Mean, median, spread, quartiles and outlier counts
  • Correlation matrix and scatter plot with best-fit line
  • Group by and monthly trend views
  • Filters on any column
  • Built-in sample dataset

Architecture

Static single-page app. Parsing and statistics are plain ES modules with Node tests. Charts are SVG.

Contribution

Designed, built and tested by Burgess Awalayah Glay.

Screens

Datalens, CSV profiling in the browser screen 2
Datalens, CSV profiling in the browser screen 3
Datalens, CSV profiling in the browser screen 4

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