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Data Insight Report: CSV & Excel Analyzer
Turn any CSV or Excel file into a verified business report with charts and a data-quality check.
$10
Data Insight Report: CSV & Excel Analyzer
Example session with this skill installed
Analyze sales_export.csv and write me a report for my manager. Tell me what's driving revenue and whether there is anything wrong with the data.
- Read your context and instructions
- Compiled the data insight report
Sales Performance, Jan to Oct 2025
Summary
Revenue is growing and Laptops carry the business, but one suspicious order is distorting the headline numbers. Recorded revenue is 1,199,441; without a single 250,000 laptop order (#1351, South, 23 June) it is 949,441, and the "best month" and "top region" both change. Verify that order first, then focus on protecting laptop sales in the North region.
Key findings
1.One order is 20.8% of all recorded revenue. Order #1351 (250,000) is about 23 times the next-largest order (10,988) and is the only reason June looks like a record month (364,223 recorded vs 114,223 without it). It also makes South look like the top region. It is most likely a data-entry error; confirm with the sales team.
2.Laptops earn 72.5% of revenue from 25% of orders (688,271 of 949,441). Accessories are 37.7% of orders but only 3.6% of revenue (average order 148 vs 4,528 for laptops).
3.North is the top region at 42.4% of revenue (402,265), ahead of South (25.3%), East (17.5%) and West (14.9%). This reverses the recorded ranking, in which South leads.
4.Revenue is trending up. September was the best full month at 119,207, up 3.8% on August and 81.6% on January. The July-September average (108,668) is 41.6% above the January-March average (76,763). October (100,185 to the 27th) is incomplete and should not be read as a decline.
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About this skill
Give your agent a messy CSV or Excel export and get back a clear, manager-ready report in minutes, with numbers you can trust.
A bundled Python script calculates every figure and draws the charts, so nothing is guessed by the AI. Your agent then reads the verified results and writes the story: what happened, why it matters, and what to do next.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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