DATSH.AI

Welcome to your

DATSH.AI

⚠️ Warning: Private Repository Notice

This repository contains a work-in-progress project and is currently private. While the code is not publicly accessible, this README provides an overview of the project, including the technologies used and a link to the hosted application. The reason for hiding the code is that the project is still under development, and its details are subject to change. Once finalized, the code may be made public. Thank you for understanding.

Project Information

URL: DATSH.AI

DATSH.AI: Data Shodhini - Transform Your Data with Intelligent Cleaning and Processing

DATSH.AI is an intelligent platform for cleaning and preprocessing messy data. With just a few clicks, you can upload your CSV or Excel file, select the cleaning operations you want, and download the cleaned dataset ready for analysis.

Key Features

• Upload Your Data:
  Drag and drop your CSV or Excel file, or browse to upload.

• Cleaning Options:

  • Remove duplicate rows.
  • Remove empty rows.
  • Standardize header case.
  • Trim unnecessary whitespace.

• Handle Missing Values:

  • Replace missing values with "NA."
  • Detect and handle outliers.

• Preview Data:

  • View both the original and cleaned data side-by-side.

• Detailed Statistics:

  • Total rows and columns.
  • Percentage of missing values.
  • Duplicate row statistics.
  • Changes made during cleaning.

Example Output

File Statistics:

• Total Rows: 12
• Total Columns: 11
• Missing Values: 6 (4.55%)
• Duplicate Rows: 1 (8.33%)
• Rows Removed After Cleaning: 2 (16.67%)

Sample Data Preview:

Original Data

ID	Name	DOB	Email	Gender	Salary	Join Date	Department	Phone	Extra Col	Region
101	John Doe	33007.229282	johndoe@gmail.com	Male	50000	42156.229282	Sales	123-456-7890	Lorem	North
102	jane_doe	14/06/1992	janedoe@gmail.com	female	55000	43296.229282	Marketing	9876543210	Ipsum	East

Cleaned Data

ID	Name	DOB	Email	Gender	Salary	Join Date	Department	Phone	Extra Col	Region
101	John Doe	1990-06-15	johndoe@gmail.com	Male	50000	2015-06-10	Sales	123-456-7890	Lorem	North

How It Works

1. Upload: Provide your CSV or Excel file.
2. Select Cleaning Options: Choose the operations that suit your needs.
3. Download: Get the cleaned dataset instantly.

DATSH.AI simplifies data cleaning, saving you time and effort while ensuring your data is accurate and consistent.

Technologies Used

This project is built using:

• Vite
• TypeScript
• React
• shadcn-ui
• Tailwind CSS