Datasets:

realigns
/

realigns-business-open-data-pack

license: other
task_categories:
  - question-answering
  - feature-extraction
  - table-question-answering
language:
  - en
tags:
  - business
  - economics
  - sec
  - edgar
  - world-bank
  - census
  - bls
  - labor-market
  - market-research
  - business-intelligence
  - open-data
  - realigns
pretty_name: Realigns Business Open Data Pack
size_categories:
  - 10K<n<100K

Realigns Business Open Data Pack

A developer-friendly open business dataset pack prepared by Realigns Inc. for AI assistants, dashboards, market research tools, RAG systems, financial research tools, HR analytics, and business intelligence applications.

This repository combines multiple public business and economic datasets into clean CSV and JSONL formats.

Dataset Index

For a complete folder-by-folder overview of all included datasets, see:

DATASETS.md

Included Datasets

1. World Bank Business Indicators

Files:

data/worldbank_business_indicators.csv
data/worldbank_business_indicators.jsonl

Includes selected global business and economic indicators such as GDP, GDP growth, exports, imports, inflation, unemployment, ease of doing business, and foreign direct investment.

Source: World Bank Open Data
License: World Bank Open Data terms / generally CC BY 4.0 attribution-based use.

2. U.S. Census County Business Patterns

Files:

data/census_cbp/us_cbp_state_all_sectors_2023.csv
data/census_cbp/us_cbp_state_all_sectors_2023.jsonl

Includes state-level business establishment, employment, annual payroll, and first-quarter payroll indicators for all business sectors.

Source: U.S. Census Bureau County Business Patterns API
License: U.S. Government public data.

3. SEC Company Submissions Sample

Files:

data/sec/sec_company_submissions_sample.csv
data/sec/sec_company_submissions_sample.jsonl

Includes recent SEC filing metadata for selected public companies, including filing type, filing date, report date, accession number, primary document, company name, SIC, and filing URL.

Source: SEC EDGAR submissions API
License: U.S. Government public data.

4. SEC Company Facts Sample

Files:

data/sec/sec_company_facts_sample.csv
data/sec/sec_company_facts_sample.jsonl

Includes selected structured financial facts for major public companies, including revenues, assets, liabilities, equity, net income, EPS, shares, and other XBRL facts.

Source: SEC EDGAR Company Facts API
License: U.S. Government public data.

5. BLS Labor Market Indicators

Files:

data/bls/bls_labor_market_indicators_2020_2026.csv
data/bls/bls_labor_market_indicators_2020_2026.jsonl

Includes selected U.S. labor market indicators such as unemployment rate, labor force participation, employment-population ratio, total nonfarm employment, average hourly earnings, job openings, hires, and quits.

Source: U.S. Bureau of Labor Statistics Public Data API
License: U.S. Government public data.

Intended Use

This dataset pack is designed for:

Business AI assistants
Market research dashboards
Economic analysis tools
Country comparison apps
Company research assistants
SEC filing search and RAG systems
HR SaaS and labor market dashboards
Business intelligence systems
Educational and developer prototypes

Not Intended For

This dataset is not intended for:

Financial advice
Investment guarantees
Legal advice
Tax advice
Personal profiling
Automated high-stakes decisions without expert human review

File Formats

The dataset is provided in:

CSV for spreadsheet, BI, and analytics tools
JSONL for AI, RAG, vector indexing, and developer workflows

Source and Attribution

This dataset pack is derived from public data sources including:

World Bank Open Data
U.S. Census Bureau
SEC EDGAR
U.S. Bureau of Labor Statistics

Users should follow the original source terms and attribution requirements.

Prepared By

Prepared and packaged by Realigns Inc. for developer and AI research use.