Owner: PeacebinfLow
Business: ICE AGE INVESTMENT
Location: Maun, Botswana
Currency: Pula (P)
Period: January 2026 → June 2026 (Jan–Feb real, Mar–Jun simulated)
Opening Balance: 542 Pula

🧠 What This Dataset Is

This is a narrative-first, XML-linked business intelligence dataset built from a real small ice block business in Botswana.

It converts raw handwritten ledger entries into:

Structured event records (JSONL)
Human-readable narratives per trading day
XML-linked paths for voice and AI navigation
Simulated future months based on real business patterns

This is not a toy dataset. It models a real business recovery story — from heavy losses in January 2026 to profitability and growth by June 2026.

🎯 What This Dataset Is Built For

Use Case	How
AI Accountant	Query profit/loss by date or month
Business Forecasting	Use trend + confidence_score fields
Voice Navigation	xml_path field maps to voice commands
Narrative Generation	narrative field is training-ready text
Dashboard Feed	All numeric fields are structured and clean
Hugging Face Space	Powers the Ice Age Investment Gradio app

📦 Files in This Dataset

File	Description
`ice_age_investment.jsonl`	Main event dataset — one record per line
`ice_age_full.xml`	Full XML mirror of all business data
`clients.jsonl`	Client order records
`restock_log.jsonl`	Every stock purchase recorded
`monthly_summaries.jsonl`	Month-by-month financial summaries
`templates/blank_day.json`	Template for adding new daily entries
`templates/blank_client.json`	Template for adding new client orders
`templates/blank_restock.json`	Template for adding new restock entries

🧬 Record Schema (ice_age_investment.jsonl)

{
  "id": "evt_0001",
  "date": "2026-01-24",
  "month": "January 2026",
  "event_type": "sale | restock | monthly_summary | half_year_summary",
  "day_number": 1,
  "packs_in_stock": 20,
  "expected_sell": 10,
  "packs_sold": 6,
  "selling_price_per_pack": 5,
  "income": 30,
  "new_stock_added": 4,
  "cost_per_pack": 30,
  "stock_cost": 120,
  "net_profit": -90,
  "balance_after": 452,
  "trend": "up | down | stable | recovering | unknown",
  "risk_flag": "none | cashflow_risk | profit_risk | stock_risk | data_missing | historical_loss",
  "confidence_score": 0.95,
  "xml_path": "/IceAgeInvestment/DailyTransactions/Month[@name='January']/Day[@number='1']",
  "narrative": "Human-readable description of what happened this day."
}

🗣 Voice Navigation Map

Voice Command	XML Path
"Open January"	`/IceAgeInvestment/DailyTransactions/Month[@name='January']`
"Show losses"	`//Day[net_profit < 0]`
"Show clients"	`/IceAgeInvestment/Clients`
"Show balance"	`/IceAgeInvestment/FinancialSummary/CurrentRunningBalance`
"Next day"	`following-sibling::Day[1]`
"Show restocks"	`/IceAgeInvestment/StockRestockLog`
"Show profit days"	`//Day[net_profit > 0]`
"Show missing data"	`/IceAgeInvestment/DataGaps`

📊 Business Story Summary

Month	Packs Sold	Income (P)	Cost (P)	Net Profit (P)	Balance End (P)
January 2026	43	215	592	-377	165
February 2026	51	255	472	-217	-52
March 2026 (sim)	48	240	180	+60	8
April 2026 (sim)	58	290	220	+70	78
May 2026 (sim)	72	360	275	+85	163
June 2026 (sim)	84	420	310	+110	273
TOTAL H1	356	1,780	2,049	-269	273

Jan–Feb = real recorded data. Mar–Jun = simulated based on real business patterns.

⚠️ Known Data Gaps (from original ledger)

30/01/26 — Sold quantity not recorded
30/01/26 — Restock cost recorded as 00
31/01/26 — Restock cost recorded as 00
02/02/26 — New stock cost not visible
07/02/26 — Restock cost recorded as 00
09/02/26 — Restock cost recorded as 00
10/02/26 — Half day (8h label), new stock unclear

🔗 Connected Space

This dataset powers the Ice Age Investment Dashboard Hugging Face Space:
https://huggingface.co/spaces/PeacebinfLow/ice-age-ai-dashboard?logs=build

📜 License

MIT — free to use, share, and build on.
Credit appreciated: PeacebinfLow / Ice Age Investment

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🧊 Ice Age Investment — Narrative Business Dataset