DATASETS.md

Dataset Index

This repository contains public and synthetic business datasets prepared by Realigns Inc. for AI developers, dashboard builders, ERP/CRM prototypes, RAG workflows, and business intelligence tools.

Official Public Data

Folder	Dataset	Best For
data/worldbank_business_indicators.*	World Bank Business Indicators	Country comparison, market research, economic dashboards
data/census_cbp/	U.S. Census County Business Patterns	Business density, employment, payroll, location analysis
data/sec/	SEC Company Submissions and Company Facts	Public company research, financial dashboards, SEC RAG
data/bls/	BLS Labor Market Indicators	HR analytics, labor market dashboards, workforce planning

Synthetic Business Datasets

Folder	Dataset	Best For
data/synthetic_accounting/	Synthetic Accounting Dataset	General ledger, invoices, journal entries, AI accountant testing
data/synthetic_sales_crm/	Synthetic Sales CRM Pipeline Dataset	CRM dashboards, sales forecasting, AI sales assistants
data/synthetic_ecommerce/	Synthetic eCommerce Orders Dataset	Retail analytics, order dashboards, product/category performance
data/synthetic_marketing/	Synthetic Marketing Campaign Performance Dataset	ROAS, CPC, CPA, campaign analytics, AI marketing tools
data/synthetic_finance/	Synthetic Finance and Budgeting Dataset	Budgets, cash-flow forecasting, variance analysis
data/synthetic_inventory_supply_chain/	Synthetic Inventory and Supply Chain Dataset	ERP inventory, purchase orders, warehouse analytics
data/synthetic_hr_payroll/	Synthetic HR and Payroll Dataset	HR dashboards, payroll testing, attendance and leave analytics
data/synthetic_customer_support/	Synthetic Customer Support Tickets Dataset	Helpdesk AI, ticket classification, SLA tracking
data/synthetic_procurement_vendor/	Synthetic Procurement and Vendor Management Dataset	Vendor scoring, purchase workflows, procurement analytics

File Formats

Most datasets are provided in:

• .csv for spreadsheets, BI tools, dashboards, and quick inspection
• .jsonl for AI, RAG, vector indexing, and developer workflows
• metadata.json for dataset description, privacy notes, and intended use

Privacy

Synthetic datasets contain no real customers, employees, invoices, leads, payroll records, emails, phone numbers, bank data, or private business records.

Recommended Use

These datasets are useful for:

• AI business assistant development
• ERP/CRM/accounting app prototypes
• RAG and tabular QA workflows
• Dashboard and BI development
• Fine-tuning examples after conversion into instruction format
• Developer testing without exposing private company data