(4.5 / 5)1958+ Ratings

RTutor Reviews

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Overall Rating

4.5

11 Reviews

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About RTutor

RTutor is an AI-based app that can quickly generate and test R code. Powered by API calls to OpenAI's Davinci (ChatGPT's sibling), RTutor translates natural languages into R scripts, which are then executed within the Shiny platform. An R Markdown source file and HTML report can be generated.
Check out the github repo here: https://github.com/gexijin/RTutor

RTutor Pros & Cons

RTutor.ai is a web-based platform that offers a variety of features for learning and applying R interactively. Here are some pros and cons:

Pros:

R Code Generation: It can generate R code from natural language instructions, saving time and effort for both beginners and experts.
Interactive Learning: It is designed to make learning R fun and engaging.
Feedback System: It can test the generated code and provide feedback on its correctness and usefulness.
Report Generation: It can produce R Markdown source files and HTML reports from the generated code.
Free and Open Source: No signup required.

Cons:

Limited Data Analysis: It can only analyze traditional statistics data, where rows are observations and columns are variables.
Data Preparation: Users need to prepare and clean their data in Excel first.
Data Type Verification: Users need to check if the data types of the columns are correct.
Additional File Usage: An additional file can be uploaded as df2 to be analyzed together. To use it, users must specify 'df2' in their prompts.

Please note that the generated code can be logically wrong even if it produces results without error.

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RTutor Customer Reviews (11)

0/5

Vernon Ruiz

Verified Buyer

Mar 28, 2023

Dennis Eisenhower

Verified Buyer

Mar 26, 2023

Ralf Schulze

Verified Buyer

Mar 26, 2023

Alma Sanford

Verified Buyer

Mar 26, 2023

Mohammad Clark

Verified Buyer

Mar 25, 2023

Vanessza Szepesy

Verified Buyer

Mar 24, 2023

Benjamin Becker

Verified Buyer

Mar 23, 2023

Edward Reeves

Verified Buyer

Mar 23, 2023

Germain Riquier

Verified Buyer

Mar 23, 2023

Elida Dillon

Verified Buyer

Mar 22, 2023

RTutor Customer’s Q&A

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RTutor Features and Benefits

RTutor.ai is an AI-based tool for data analysis and coding languages. It simplifies the complexities of R coding, offering a streamlined experience for users. Here are some key features and benefits:

Data Uploading: Users can effortlessly upload their data.
Natural Language Interaction: Engage with data using everyday language.
R Code Generation: The tool can automatically translate natural language queries into R code.
Numerical Result Plotting: Serving users with comprehensive plots and numeric results.
Data Analysis: Handles diverse data formats and languages for versatile data processing.
Multilingual Support: Offers natural language processing in multiple languages.
Interactive Plots: Enhances data visualization.
Report Generation: Logs multiple requests to produce an R Markdown file for record-keeping.
Python Support: Users can efficiently work with CSV, TSV, and Excel files.
Automatic Data Type Detection: Efficiently identifies and converts numeric columns to factors.
Education Hub: The platform’s GitHub repository further accentuates its commitment to open-source learning.

These features make RTutor.ai a top choice for a variety of use cases, including generating R scripts for various statistical analyses, producing HTML reports to display data and findings, translating natural language queries into R and Python code for efficient data analysis, and ensuring accurate and consistent results through AI-driven analyses.

RTutor Pricing

RTutor.ai is a dynamic tool that offers its services for free. This platform is open-source, allowing users to utilize its features without the necessity of registration. This makes RTutor.ai an accessible and cost-effective solution for all data analysis enthusiasts. However, users may need to manage their account and billing details at OpenAI, where they can add payment methods and set usage limits. A monthly budget of $3-$5 is usually sufficient for most people.

Payment Method

RTutor.ai uses an API key-based payment method. Users can create a personal account at OpenAI, where they can manage their account and billing details. They can add payment methods and set usage limits. A monthly budget of $3-$5 is usually sufficient for most users. After setting up the payment method, users can generate an API key, which is then used with RTutor.ai. There are several ways to use this API key with RTutor.ai. After starting the app, users can click on Settings and paste the API key. Alternatively, they can save this key as a text file called api_key.txt in the working directory. Finally, they can create an environment variable called OPEN_API_KEY.

RTutor FAQs

RTutor Alternatives

Here are some alternatives to RTutor.ai:

Sketch: An AI-powered code-writing assistant that comprehends data content available on GitHub.
Interactive Tutor: An AI-powered educational platform for teachers and schools.
AI Tutor: An innovative educational aid that uses AI to deliver personalized coding & design learning experiences.
Rochat-AI Chatbot: An innovative tool powered by GPT-3.5 Turbo and DALL-E for text and image generation, automation, summarization, and translation.
My tools.ai: A suite of AI tools including a prompt-based AI providing instant factual information and assisting in writing tasks.
Tutur: An AI-powered language tutor that provides fluency insights, customizable practice environments, and unlimited access.
Chat GPT Demo: Built based on the structure of ChatGPT-4, it revolutionizes the way people interact with artificial intelligence.
Stable Diffusion: A deep learning, text-to-image model released in 2022.
Cursor: A platform to build software fast, write, edit, and chat about your code with GPT-4.
Pinecone: Makes it fast and easy to take vector search from research to production, without DevOps.

These alternatives offer a range of features and capabilities that might suit different needs and preferences.

How To Open A RTutor Account?

To open an account in RTutor.ai, follow these steps:

Visit the OpenAI website and create a personal account.
After logging in, click on Personal from the top left.
Click Manage Account and then Billing to add payment methods and set usage limits. A monthly budget of $3-$5 is usually sufficient for most users.
Click on API keys to create a new key, which can be copied.
There are several ways to use this API key with RTutor.ai. After starting the app, click on Settings and paste the API key. Alternatively, save this key as a text file called api_key.txt in the working directory. Finally, create an environment variable called OPEN_API_KEY.