RTutor

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RTutor is a Data & Analytics tool that translates natural language into R or Python code for data analysis. Users can upload data, ask questions, and generate comprehensive reports in seconds.

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At a glance

Pricing

Freemium

Free tier

Yes

API

Skill level

Technical

About

What is RTutor?

RTutor is an AI-powered platform that simplifies data analysis by converting natural language prompts into executable R or Python code. Users can upload various data formats (CSV, TSV, Excel) and receive immediate results, including exploratory data analysis (EDA) reports, plots, and statistical summaries. The tool leverages OpenAI's large language models, with GPT-4o as the default, to provide intelligent code generation. It supports iterative analysis, allowing users to refine previous requests and clean data step-by-step. RTutor also offers the option to use a personal OpenAI API key and ensures data privacy by deleting uploaded data after each session. It's designed for both R and Python users, providing flexibility in code generation.

Best used for

Ideal for data scientists who need to quickly analyze datasets, generate R or Python code for statistical analysis, and create comprehensive EDA reports. Especially valuable for those who prefer natural language interaction over manual coding to accelerate their data exploration and reporting workflows.

Common actions

analyze data

generate R code

generate Python code

create data visualizations

perform EDA

AI data analysis toolrtutor appnatural language data analysis

Capabilities

Key features

Natural language to R code
Natural language to Python code
Exploratory Data Analysis reports
Data visualization generation
Iterative analysis
Data upload (CSV, Excel)
Personal API key option

Target Audience

data scientist

Integrations

Not yet documented

Pricing & Plans

Freemium

Not publicly disclosed. Check rtutor.ai for current pricing.

FAQs

Does RTutor store my uploaded data?

No, RTutor does not store your uploaded data on its web server. All uploaded data is temporarily stored for the duration of your session and is automatically deleted once your session ends or you close your browser, ensuring your data privacy.

Can I use my own OpenAI API key with RTutor?

Yes, RTutor allows you to use your personal OpenAI API key. By default, it uses Azure's OpenAI models, but regular users can opt to create and paste their own API key in the settings to manage their usage and costs directly with OpenAI.

What kind of data can RTutor analyze?

RTutor is designed to analyze traditional statistics data where rows represent observations and columns represent variables. It supports various file formats including CSV, TSV/tab-delimited text files, and Excel. For complex data structures, it recommends using Chatlize.ai.

Does RTutor support both R and Python?

Yes, RTutor can generate code and results in both R and Python. Users can select their preferred language in the settings, allowing flexibility for data scientists and analysts working with either programming environment.

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