Best non-technical analysis tools in 2025

Nomic Atlas

Nomic Atlas

Visualizes and curates data for collaborative analysis and insights.

Free + from $10/m
open
📈 Data analysis • 🛠️ Tool integration
RTutor

RTutor

Engaging data analysis through natural language queries.

Free
open
📈 Data analysis • 📊 Data visualization
Sketch

Sketch

AI-driven code generator for pandas users in Python.

Free + from $4.00/m
open
📈 Data analysis • 📊 Data visualization
Kaskada

Kaskada

Real-time data integration for AI model optimization.

Free
open
📈 Data analysis • 👗 Trend analysis
Scikit Learn

Scikit Learn

Accessible library for predictive data analysis and machine learning.

Free
open
📊 Data mining • 📈 Data trends
ML

ML

Framework for integrating machine learning into applications.

Free
open
📈 Data analysis • 📊 Model training
Amazon Athena

Amazon Athena

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

Free + from $0.30/h
open
📈 Data analysis • 📊 Data insights

Related Categories

📊 Accessible analytics 📊 Data analysis documentation 📊 Data analysis guides 📊 Data analysis networks 📊 Data analysis reflections 📊 Data analysis retrospectives ✅ Data quality check 📊 Dataset upload 🔍 Exploratory analysis 📊 Python code execution 📊 R code generation 📈 Statistical reports