Analysis

Plan Visuals For A Business Report

Name the reporting cadence, the business area, and up to four report sections, and this prompt plans an entire recurring report's worth of visuals at once. For each section it recommends 2-3 charts with the exact source columns and encoding, writes a chart title that states the finding rather than just describing the data, and adds a fill-in-the-blank caption template, then generates a rerunnable Python script that builds every chart from one DataFrame and exports consistently styled PNGs each period.

Prompt
I need a full set of visuals for a {report_frequency} report on {business_area}.

Key sections of the report:
1. {section_1}
2. {section_2}
3. {section_3}
4. {section_4}

For each section:
- Recommend 2-3 charts
- Specify chart type, source columns, and visual encoding
- Write a chart title that states the finding, not just the data
- Add a one-sentence caption template: "This chart shows [insight]. The key takeaway is [action]."

Then write a Python script that builds every chart from a single DataFrame, exports them as consistently styled PNGs, and produces a text summary of the captions. It should be rerunnable each {report_frequency} with fresh data.
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