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Data Formulator

AI-driven data visualization tools

#AI
#natural language processing
#data visualization
#Python
#GitHub Codespaces
Data Formulator

Product Details

Data Formulator is an AI-driven data visualization tool developed by the Microsoft research team. It helps users quickly create rich data visualization charts by combining user interface interaction and natural language input. The tool automatically handles data conversion, allowing users to focus on chart design. Data Formulator supports installation and running locally via Python, or can be quickly started in GitHub Codespaces. It represents technological progress in the field of data analysis and visualization, improving the efficiency and ease of use of data visualization through AI technology.

Main Features

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- Supports installation via Python PIP and running locally.
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- Can be quickly started in GitHub Codespaces to pre-configure the environment.
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- Combine user interface interaction and natural language input to simplify the chart design process.
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- Supports data transformation and iterative creation of visualizations.
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- Allow users to describe chart design intent through natural language prompts.
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- Provides a data thread panel to track the exploration process.
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- Supports loading images or cluttered text and using AI to parse and clean them.

How to Use

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1. Install Data Formulator via Python PIP: Run the command 'pip install data_formulator' in the terminal.
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2. Start Data Formulator: After the installation is complete, run the 'data_formulator' or 'python -m data_formulator' command.
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3. Access Data Formulator: Data Formulator will open in the local browser, usually 'http://localhost:5000'.
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4. Provide the OpenAI key and select a model: Enter the necessary API key in the Data Formulator interface and select an AI model.
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5. Select the data set and chart type: Upload the data set and select the required chart type.
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6. Drag and drop data fields to the chart properties: Drag and drop the data fields to the corresponding properties of the chart as needed.
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7. Use natural language prompts to refine the chart design: If necessary, you can further guide the AI ​​to generate charts by entering natural language prompts.
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8. View and iterate on data visualizations: View and track your data visualization process in the Data Threads panel, iterating as needed.

Target Users

Data Formulator is suitable for data analysts, researchers and developers. It simplifies the data visualization process, allowing non-professional users to quickly create professional data charts, while providing professional users with powerful data processing and visualization capabilities.

Examples

Data analysts use Data Formulator to quickly create histograms of sales data.

Researchers use Data Formulator to extract information from complex data and generate trend analysis charts.

Developers launch Data Formulator in GitHub Codespaces to prototype data visualization.

Quick Access

Visit Website →

Categories

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› data analysis
› Development and Tools

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