DataPrep

DataPrep v0.2 is a Tkinter-based GUI application/tool designed to assist users in data preprocessing, multicollinearity removal, and feature selection for a wide range of applications in Cheminformatics, Bioinformatics, Data Analysis, Feature Selection, Molecular Modeling, Machine Learning, and Quantitative-structure-property relationship (QSPR) studies. It includes functionality to load, process, and save datasets with support for different preprocessing & multicollinearity removal strategies with customizable parameter setting options.

Features

Versatile Data Handling: Load data from CSV, XLS, and XLSX files.
Flexible Data Export: Save your data in CSV or Excel formats.
Choose correlation method (Pearson, Spearman, Kendall).
Four different dataset pre-processing methods.
Intuitive GUI: Navigate the application without any hassle.

Project Samples

Project Activity

See All Activity >

License

Other License

Follow DataPrep

DataPrep Web Site

Other Useful Business Software

Application Monitoring That Won't Slow Your App Down

AppSignal's Rust-based agent is lightweight and stable. Already running in thousands of production apps.

Full APM with errors, performance, logs, and uptime monitoring. 99.999% uptime SLA on the platform itself.

Start Free

Rate This Project

User Reviews

Be the first to post a review of DataPrep!

Additional Project Details

Operating Systems

Windows

Intended Audience

Education, Science/Research

User Interface

Programming Language

Python

Related Categories

Python Bio-Informatics Software, Python Statistics Software, Python Data Analytics Tool

Registered

2025-06-20

Similar Business Software

Google Cloud BigQuery

BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely...

See Software
Lockbox LIMS

A sample tracking, test result capture, and inventory management cloud LIMS for life science research, biotech/NGS, and industrial QC labs. Includes regulatory support for CLIA, HIPAA, Part 11, and ISO 17025. Nothing is more critical to a lab’s success than the quality, security, and...

See Software
QBench

The modern, flexible, easy-to-use LIMS. QBench enables our customers to get a LIMS up and running faster. Automate your entire lab with our developer-friendly API, Inventory Management, Customer Portal, Billing, and Quality Management System modules. QBench is a cloud-based Laboratory...

See Software
SAP S/4HANA Cloud Public Edition

SAP Cloud ERP is the premier ERP solution for growth-focused organizations. Seamlessly integrating AI, and predictive analytics, it empowers businesses to digitally transform and streamline processes end to end. Leveraging built-in industry best practices, SAP Cloud ERP accelerates...

See Software
RegDesk

RegDesk is a Regulatory Information Management System (RIMS) that helps medical device companies manage global regulatory submissions, product registrations, and compliance in one centralized platform. It streamlines regulatory workflows, organizes regulatory data, and provides global regulatory...

See Software
Qualio

Qualio is the leading quality and compliance platform built exclusively for emerging life sciences companies. MedTech, pharma, biotech, and diagnostics teams use Qualio to standardize quality processes, connect them to regulatory obligations, and gain real-time visibility into compliance...

See Software