Natural-language code generation
Turn natural-language prompts into R or Python code for data analysis, with the default model set to GPT-4o on the site.
RTutor 2.00
Freemium
RTutor 2.00 transforma perguntas em linguagem natural em código R ou Python para analisar conjuntos de dados de forma interativa.
O que é RTutor 2.00?
RTutor 2.00 is a web-based data analysis tool that translates plain-English requests into R or Python code. It is designed for users who want to upload a dataset, ask questions, and receive plots, summaries, code, or downloadable reports without writing the analysis from scratch.
The product is aimed at traditional statistics data where rows are observations and columns are variables. The site emphasizes checking column types, starting with exploratory analysis, and using the generated code as a draft that should still be reviewed for correctness.
O que RTutor 2.00 pode fazer?
File upload workflow
Upload CSV, TSV/tab-delimited text files, or Excel files and analyze them as a data frame named `df` without manually loading data.
Two-file analysis
Work with a second file as `df2` when you want to compare or combine two uploaded datasets in one session.
Exploratory data analysis tools
Check data types, basic plots, distributions, correlations, tables, and summary reports through dedicated analysis tabs and generated outputs.
Iterative analysis
Use a Q&A box to ask about the code, result, or error messages, and refine earlier requests within the same session context.
Report export and code review
Download results as an HTML report and use generated code chunks as a starting point for further review and validation.
Casos de uso
“Initial data exploration”
Upload a spreadsheet or text dataset and ask for basic summaries, distributions, or plots to get a first pass at the data without writing code manually.
“Data preparation and type checking”
Review column types, clean the data, and correct categorical fields before running analysis so the generated code matches the structure of the dataset.
“Iterative analysis refinement”
Ask follow-up questions in the same session to refine a chart, adjust a plot setting, or move from a simple question to a more specific analysis.
“Code review and reporting”
Use the generated code and HTML report as a starting point for validation, documentation, or further work in R or Python.
“Two-dataset workflows”
Analyze a second file alongside the first one by uploading it as `df2` and referencing it in the prompt when comparison or joint analysis is needed.
Perguntas frequentes
What does RTutor do?
RTutor lets you upload a data file and ask questions in plain English. It then translates those requests into R or Python code and returns the result, often as charts, tables, or downloadable reports.
What kinds of files can I upload?
The site says RTutor works with CSV, TSV/tab-delimited text files, and Excel files. It can also analyze a second uploaded file as `df2` when you refer to it in your prompts.
What kind of data works best with RTutor?
RTutor is aimed at traditional statistics data where rows are observations and columns are variables. The site advises users to prepare and clean data in Excel first and to verify column data types before analyzing.
Can I refine an analysis in the same session?
RTutor includes a Q&A box for questions about code, results, or error messages, and the session keeps previous questions and code chunks as context for later requests.
Is RTutor free for commercial use?
The site states that RTutor is free for non-profit organizations only and that commercial use requires licensing. It also notes that businesses can discuss custom, locally installed deployments.
Informações rápidas
- Category
- AI data analysis
- Platform
- Web app
- Input formats
- CSV, TSV/tab-delimited text, Excel
- Primary output
- R or Python code, plots, tables, HTML reports
- Source domain
- rtutor.ai
- Commercial use
- Requires licensing
Análise de tráfego de RTutor 2.00
Os dados de tráfego são apenas para referência.
- Classificação do domínio
- 32
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