Bean bun AIAlthough it is not a professional data visualizationtool, but it can effectively assist in generating chart descriptions, analyzing data structures, and guiding the use of other toolsStatistical charts。 It should be used efficientlyBean bunsTo visualize your data, you can follow these steps:1. Clarify requirements, including chart types, data sources, and field meanings, to get more accurate recommendations. 2. Generate diagram descriptions and code templates with the help of bean bags, whether it is excel operation steps orpythonCodes are available quickly; 3. Let Doubao optimize the graph expression and provide suggestions for visual logic improvements, such as adjusting colors, merging categories, etc.; 4. Combine with other tools, such as Excel, Python, Tableau, Power BI, etc., to improve overall visualization efficiency. By clearly describing goals and requirements, users can save a lot of preparation time and quickly achieve professional diagramming with bean bags.
Doubao AI is a multi-functional artificial intelligence assistant launched by ByteDance, although it is not a specialized data visualization tool like Tableau or Power BI, it does help users quickly generate chart descriptions, analyze data structures, and even guide you on how to make professional statistical charts with other tools. Here are some practical usage methods and suggestions.
1. Clarify the needs: Tell the bean bun what you want to do first
Before using bean bags for data visualization, first be clear about your goals. For example, do you want to make a bar chart to compare sales of different products, or do you want to use a line chart to show trend changes over time. Doubao AI will give suggestions based on your description and even help you generate chart code.
For example:
If you type: “I want to draw a line chart in Python showing monthly sales in 2023,” Doubao may reply to you with a piece of matplotlib code and tell you what each line of code does.
SoThe key takeaway is that the clearer the description, the more accurate the output。
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- Clarify chart types (histograms, pie charts, heat maps, etc.)
- Indicate data sources (Excel, CSV, databases, etc.)
- Provide field meanings (e.g., “X-axis is time, Y-axis is sales”)
2. Generate diagram descriptions and code templates with bean bags
One of the jobs that Doubao AI excels at is generating text explanations and code templates based on your descriptions. Even if you’re not familiar with programming languages, you can ask it to help you write the basic code and adjust it yourself.
For example, you can ask:
“Help me write a step to make a sales pivot table and bar chart in Excel”
The bean bag will show you how to do it step by step, including inserting a pivot table, setting column fields, inserting charts, etc.
Or you want to use Python:
“Help me write a code to read the csv with pandas and draw the box diagram”
It gives a code structure like this:
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This method is suitable for those with a technical background but needs to get started quickly, and it also helps beginners understand the basic process.
3. Let Doubao help you optimize the chart expression
Sometimes you have made a diagram but it doesn’t look professional enough or the message is not conveyed clearly. At this time, you can upload a diagram description or screenshot (if supported) and let Doubao provide suggestions.
For example, you can ask:
“My pie chart looks a bit messy, how can I change it to be clearer?”
Bean Pack may suggest you:
- Merge subcategories into “Other”
- Changed to a bar chart to be more intuitive
- Add percentage labels
- Adjust color contrast
These details are often easy for non-professionals to overlook, and Doubao can provide simple and effective optimization suggestions from a visual and logical perspective.
4. Combine with other tools to improve efficiency
While the beanbag itself cannot directly generate interactive diagrams, it can serve as an auxiliary tool to help you understand data structures, design diagram logic, and even write code frameworks.
Recommended tools include:
- Excel: Suitable for beginners and everyday office
- Python (Matplotlib/Seaborn): Suitable for intermediate to advanced users
- Tableau / Power BI: Ideal for creating professional visual reports
- Google Sheets + Data Studio: For collaboration and sharing
You can use bean bags to clarify your thoughts first, and then use these tools to achieve the final effect.
That’s basically all. Doubao AI is not a graphical interface tool, but it can save you a lot of preparation and thinking time, especially for those who want to get started quickly without spending too much time researching information. As long as you clearly describe your needs, it can give practical suggestions and solutions.
The above is how to use itBean bunsAI for data visualization? AI-generated majorsStatistical chartsFor more details, please pay attention to other related articles on the PHP Chinese website!
