Prompt Details
Model
(claude-5-sonnet)
Token size
464
Example input
[Data]: Raw System Export - July 2026 Route: Kattaqo'rg'on - Samarkand | Completed Rides: 450 | Total Revenue: $2,100 | Fuel Cost: $600 Route: Tashkent - Samarkand | Completed Rides: 120 | Total Revenue: $3,500 | Fuel Cost: $1,800 Route: Bukhara - Samarkand | Completed Rides: 85 | Total Revenue: $1,200 | Fuel Cost: DATA CORRUPTED NULL Overhead: $750. Notes: 14 complaints, 12 on Bukhara.
Example output
Scanning the export for structural issues before running any analysis — a few things need clarification first.
What I found in the scan:
Kattaqo'rg'on–Samarkand: Complete row. 450 rides, $2,100 revenue, $600 cost.
Tashkent–Samarkand: Complete row. 120 rides, $3,500 revenue, $1,800 cost.
Bukhara–Samarkand: Revenue and ride count present, but Fuel/Maintenance Cost is corrupted/null — this is a critical gap since it's the route also flagged with 12 of 14 total complaints (late arrivals, bad roads).
General Expenses ($450 hosting + $300 marketing = $750/month) are listed as a lump sum, not broken out per route.
Per Constraint #2 and the ZERO HALLUCINATION rule, I won't guess a number for the missing Bukhara cost or assume how overhead should be split — both materially affect the profitability ranking and the "pain points" section. Before I proceed:
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CLAUDE-5-SONNET
Stop guessing, start deciding. This elite prompt transforms Claude into a Senior Data Analyst. Simply paste your unstructured data (Excel data, financial ledgers, or logistics logs) and instantly get an executive-ready report. It strictly avoids hallucinations, analyzes macro trends, and explicitly identifies your most profitable segments. Perfect for founders, managers, and non-technical CEOs who need actionable insights in plain business English.
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