A field guide for curious minds.
Start small. Keep the trail back to the source. Let a good question lead to another.
Begin with something you wonder about
Pick a question from the explorer. Each trail starts with a small move, points to useful sources, and gives you something to make. You can stop after one discovery. You do not need to finish a course, learn to code, or use AI.
A source is a doorway
The sources in this atlas are not interchangeable spreadsheets. Some contain statistical series; others index papers, patents, court records, company filings, or environmental reports. Open a source's guide to see its scope, formats, access rules, and limitations. Follow the original publisher's documentation before downloading in bulk.
Make a tiny evidence trail
For each fact or chart, save the original link, record or indicator identifier, publisher, date you accessed it, period covered, units, and any filters you applied. For a paper, keep its DOI or PubMed identifier. For a filing, keep the company, filing date, form type, and section. For an archive, save the capture date as well as the date of the information inside it.
| What I found | Where it came from | What it might mean | What I still do not know |
|---|---|---|---|
| A value, passage, or pattern | Link, date, units, identifier | My interpretation | A missing piece or another explanation |
A gap is not a zero. A correlation is a question to investigate, not a cause you have established. Two sites repeating the same upstream dataset are not two independent confirmations.
Without AI
Use the publisher's search and charts, a spreadsheet, a notebook, or a conversation with someone curious. Try predicting a pattern before revealing it. Change one filter, compare two years, or turn a small finding into a postcard, sketch, or story.
With GenAI
AI can help translate jargon, suggest search terms, organize excerpts, or draft a chart caption. Supply the material and ask it to point back to exact rows, passages, or identifiers. Prompts in this atlas work as starting points for the tool you choose; availability of file uploads and browsing depends on that tool.
Ask it to say when information is absent. Check the citations by opening them. Recalculate numerical claims using the original table or a spreadsheet. Keep sourced observations separate from the model's guesses and your own interpretation. A confident answer does not establish a fact.
Share with care
Public access and permission to reuse are different questions. Read dataset and document terms before republishing. Avoid sending personal or confidential information to an AI service. A court allegation is not a finding; a research abstract is not medical advice; a business disclosure does not prove purchase intent. These trails are invitations to investigate, not professional advice or a verdict about a person.
Follow your own thread
Change the countries, invention, company, or question. Try sources beyond this starting collection. Ask whose records are missing, whose categories are being used, and what another perspective would change. The most interesting thing you make may be your next question.