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DANE Colombia Statistics Scraper
Pull Colombian national statistics from DANE landing pages, returning indicator, value, period, category, source, release_date, and url. Useful for inflation tracking, demographic studies, and macroeconomic dashboards covering Colombian GDP, employment, and household survey indicators.
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π¨π΄ DANE Colombia Statistics Scraper
π Export DANE Colombia statistical indicators in seconds. Topic categories, indicator titles, periods, and links straight from the national statistics office.
π Last updated: 2026-05-29 Β· π 10 fields per record Β· 12 main topic categories Β· Live DANE portal
The DANE Colombia Statistics Scraper turns the dane.gov.co public indicator pages into a structured dataset. It crawls the topic category landing pages and returns one row per indicator with title, period, and source link.
Coverage spans every public DANE topic category: labor market, prices, national accounts, trade, industry, construction, agriculture, demography, poverty, education, health, and security.
| π― Target Audience | π‘ Primary Use Cases |
|---|---|
| π Macro analysts | Track Colombian inflation, unemployment, GDP |
| ποΈ Researchers | Pull indicator metadata for citation |
| π° Journalists | Verify DANE numbers for stories |
| π€ Data engineers | Mirror DANE catalogue links into a warehouse |
| π Academics | Cite primary source data in papers |
| πΌ Investors | Track Colombian macro indicators |
π What the DANE Colombia Statistics Scraper does
- Fetches the DANE topic category landing page with a real browser fingerprint.
- Parses each indicator listed under the topic.
- Returns title, period (when extractable), category slug, and the link to the full release.
- Surfaces upstream errors as a clean diagnostic record.
π‘ Why it matters: DANE publishes the official statistics for Colombia. Their pages are CMS-rendered HTML with no public API, so this actor wraps the parsing for you.
π¬ Full Demo
π§ Coming soon.
βοΈ Input
| Field | Type | Required | Description |
|---|---|---|---|
category | enum | No | One of 12 DANE topic categories. |
maxItems | integer | No | Free 10, paid up to 1,000,000. |
Example 1 - Labor market indicators:
{"category":"mercado-laboral","maxItems":25}
Example 2 - Prices and costs:
{"category":"precios-y-costos","maxItems":25}
β οΈ Good to Know: DANE's CMS occasionally changes layout. The actor falls back to multiple selectors to stay resilient.
π Output
| Field | Type | Description |
|---|---|---|
π indicator | string | Indicator title. |
π’ value | string | Reported value when present on the landing page. |
π
period | string | Reference period (extracted heuristically). |
ποΈ category | string | Topic category slug. |
π unit | string | Unit of measure when stated. |
ποΈ source | string | DANE Colombia. |
π release_date | string | Release date when present. |
π url | string | Link to the full release. |
π scrapedAt | string | When this row was fetched. |
β error | string | Set if upstream response was an error. |
Sample record:
{"indicator":"Gran Encuesta Integrada de Hogares (GEIH)","value":null,"period":"abril 2025","category":"mercado-laboral","unit":null,"source":"DANE Colombia","release_date":null,"url":"https://www.dane.gov.co/index.php/estadisticas-por-tema/mercado-laboral/empleo-y-desempleo","scrapedAt":"2026-05-29T13:00:00.000Z","error":null}
β¨ Why choose this Actor
| π | Works with no API key. | | π¨π΄ | Covers all 12 main DANE topic categories. | | π‘οΈ | Real browser headers via got-scraping. | | π | Surfaces upstream errors as a clean diagnostic row. | | πΎ | Push to dataset and export CSV, Excel, JSON, or XML. |
π How it compares to alternatives
| Approach | Setup time | Coverage | Maintained |
|---|---|---|---|
| Manual DANE navigation | minutes per topic | full | manual |
| DANE bulk file dumps | hours | partial | quarterly |
| This Actor | 5 sec, no install | full | live |
π How to use
- Click Try for free.
- Pick a topic category.
- Click Start.
πΌ Business use cases
π Macro dashboards. Feed Colombian indicators into a country risk dashboard.
π° Newsroom verification. Confirm employment, inflation, and growth figures.
π€ Quant pipelines. Ingest Colombian macro series alongside global indicators.
πΌ Investor reports. Build sector-specific charts using authoritative DANE data.
π Automating DANE Colombia Statistics Scraper
- Make / Zapier: trigger and push to Airtable.
- Cron schedule: monthly refreshes aligned with DANE release calendars.
- Webhooks: POST to your endpoint after each run.
- Pipe to BigQuery / Snowflake / Postgres: native integrations.
π Beyond business use cases
π Education. Teach Latin American macro with real Colombian data.
π§ͺ Personal research. Track inflation against your household budget.
π€ Non-profit. Build civic dashboards with DANE figures.
π§° Prototyping. Mock up a data product with real numbers.
π€ Ask an AI assistant about this scraper
Paste this README into ChatGPT or Claude.
β Frequently Asked Questions
β Do I need an API key? No.
β Which categories are covered? All 12 main DANE topic categories.
β Is the data official? Yes, DANE is Colombia's national statistical authority.
β Are values always populated? Not always; DANE varies the landing page format.
β Can I schedule runs? Yes via the Apify scheduler.
β Is this scraping or API? HTML scraping of public DANE pages.
β What format can I download? CSV, Excel, JSON, JSONL, XML, RSS, or HTML.
β What if a page is empty? A diagnostic record with error is pushed.
β Does it respect robots.txt? Only public pages are fetched.
β Will the schema change? Stable.
π Integrate with any app
Apify ships native integrations with Make, Zapier, Slack, Discord, Google Drive, Google Sheets, Gmail, Airbyte, Keboola, Telegram, GitHub, and any REST API or webhook.
π Recommended Actors
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| ParseForge TurkStat Scraper | Turkey official statistics. |
| ParseForge INEGI Mexico Indicators Scraper | Mexico statistics. |
| ParseForge collection | 900+ production scrapers. |
π‘ Pro Tip: browse the complete ParseForge collection for 900+ production-grade scrapers across business intelligence, real estate, e-commerce, sports, finance, and public records.
Disclaimer: This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site's terms of service and applicable law. Create a free account w/ $5 credit.
