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Replaces Manual Excel Analysis
Paste CSV data, get back a professional report with parsed structure, statistics (mean, median, min, max, standard deviation), data grouping, and an AI-generated executive summary with insights and recommendations.
Structures raw CSV into rows, columns, and typed data
Full JSON representation for downstream processing
Mean, median, min, max, sum, standard deviation, variance, range
Groups and aggregates by any column (product, department, region)
GPT-4o generates professional insights, trends, and recommendations
5 data types tested on production.
curl -X POST https://jarvissdk.com/api/v1/chain \
-H "x-api-key: jsk_your_key" -H "Content-Type: application/json" \
-d '{
"steps": [
{"module": "csv-toolkit", "action": "parse", "input": {
"csv_text": "product,revenue,units\nWidget A,45000,1200\nWidget B,62000,1500"
}},
{"module": "csv-toolkit", "action": "to-json", "input": {
"csv_text": "product,revenue,units\nWidget A,45000,1200\nWidget B,62000,1500"
}},
{"module": "math-toolkit", "action": "statistics", "input": {
"values": [45000, 62000]
}},
{"module": "data-transform", "action": "group-by", "input": {
"data": [{"product":"Widget A","revenue":45000},{"product":"Widget B","revenue":62000}],
"key": "product"
}},
{"module": "ai-analyzer", "action": "summarize", "input": {
"text": "Report: {{steps[0].row_count}} rows, mean={{steps[2].mean}}, sum={{steps[2].sum}}. Generate executive summary.",
"max_sentences": 10
}}
],
"auto_install": true
}'CSV in, executive report out. Statistics + AI insights in one API call.