Python Data Viz
Data and analytics skill, available on Zeplik
Python Data Viz is a ready-to-run data and analytics skill on Zeplik. Plotting and charting in Python — Matplotlib foundations, Seaborn statistical graphics, and Plotly interactive charts. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer.
The Python Data Viz skill loads automatically when your request matches it, or you can invoke it directly by typing /python-data-viz in any chat. It works with attachments, connectors, and any model that supports the task, so you get the same expert method every time without setting anything up.
What the Python Data Viz skill can do
- Generate Matplotlib code for foundational static plots
- Build Seaborn charts for statistical visualization
- Create interactive Plotly charts for dashboards and web use
- Recommend the right plotting library based on interactivity and style needs
Try these prompts on Zeplik
Pick a prompt to open it in the Zeplik app. If you are not signed in yet, your prompt is waiting for you the moment you do.
How the Python Data Viz skill works
/python-data-viz
Umbrella for Python data visualization. The user wants to chart data; pick the library (Matplotlib, Seaborn, Plotly) based on interactivity and style needs, then deliver plotting code. For publication-grade research figures route to scientific-figures.
Dispatch table
Pick the reference file(s) that match the request, read them, then answer. Read at most 2-3 files per turn.
| Topic | Read |
|---|---|
| Foundational plotting library. | references/matplotlib.md |
| Interactive scientific and statistical data visualization library for Python. | references/plotly.md |
| Statistical visualization. | references/seaborn.md |
How to work
- Identify which leaf topic the request maps to from the dispatch table above; establish the concrete inputs (language, dataset, framework, file format) and the goal. Ask for a missing detail rather than guessing.
- Read the matching reference file(s) before answering. Read at most 2-3 per turn.
- Deliver runnable artifacts — code, configs, specs — with a short rationale, matching the user's existing conventions when they paste code.
- Confirm any decision the source flags (versions, thresholds, tradeoffs) with the user instead of guessing.
Usage
/python-data-viz $ARGUMENTS
How to use the Python Data Viz skill
Sign in to Zeplik
Create a free Zeplik account or sign in. New accounts start with free credits, so you can try the Python Data Viz skill right away.
Describe your data and analytics task
Ask in plain language, or type /python-data-viz to invoke the skill directly. Zeplik recognizes the Python Data Viz skill and applies its method.
Review and refine the result
Zeplik returns a clear, structured answer. Ask follow-ups in the same chat to refine it or take the next step.
Source and credit
- Author
- davila7 (D7 umbrella-consolidation)
- License
- MIT
Adapted from the open-source davila7/claude-code-templates project and tuned to run natively on Zeplik. View source on GitHub.
Frequently asked questions
- What is the Python Data Viz skill?
- Python Data Viz is a ready-to-run data and analytics skill on Zeplik. Plotting and charting in Python — Matplotlib foundations, Seaborn statistical graphics, and Plotly interactive charts. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer.
- How do I use Python Data Viz on Zeplik?
- Sign in to Zeplik and ask in plain language, or type /python-data-viz in any chat to invoke it directly. The skill applies its method and returns a result you can refine in the same conversation.
- Which AI model does the Python Data Viz skill use?
- Any model you choose. Zeplik works across every model in one chat, so the Python Data Viz skill runs on your preferred model for the task.
- Where does the Python Data Viz skill come from?
- The Python Data Viz skill is adapted from the open-source davila7/claude-code-templates project (MIT) and tuned to run natively on Zeplik. The original source is linked on this page.
- How much does the Python Data Viz skill cost?
- Using the skill is free to start. You only spend Zeplik credits when the assistant runs, and new accounts begin with free credits.
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More on Zeplik
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