Best data analysis interactions tools in 2025

STAT.AI

Effortlessly translate and generate Stata code across languages.

Outlier Database

Easily analyze and visualize data trends and patterns.

Shape

Query databases using plain English for quick insights.

NLSQL

Transforms natural language questions into SQL queries effortlessly.

Toggle

Engage with data using natural language for insightful analysis.

Amazon Athena

Analyze data stored in S3 using SQL queries quickly and easily.

RTutor

Engaging data analysis through natural language queries.

AskCSV

Upload CSV files and ask questions to analyze data easily.

Analyst Intelligence

Powerful analytics for non-engineers to streamline data insights.

SciPy

Library for scientific computing with algorithms in Python.

CodeSignal Learn

Interactive learning for programming skills and interview preparation.

Calculator Air

AI-powered math solver for all skill levels.

Jupyter

Create and share interactive documents for data and code.

Census GPT

Access city and neighborhood data with ease.

Desmos

Interactive math learning and visualization resource for students and teachers.

Intelยฎ Distribution For Python

Powerful Python distribution for enhanced performance in computing.

Torch

A framework for scientific computing and machine learning.

Wolfram Mathematica

Advanced environment for mathematical computing and data visualization.

MATLAB

Programming environment for numerical computing and data analysis.

UnionX

A collaborative platform for efficient team communication.