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URL: https://apify.com/parseforge/dryad-datasets-scraper

โ‡ฑ Dryad Research Datasets Scraper ยท Apify


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Dryad Research Datasets Scraper

Search the Dryad Digital Repository for open research datasets. Pass a free text query or an institutional ROR ID to retrieve dataset DOIs, titles, abstracts, authors, publication dates, license info, and related publications. Useful for life sciences research and data citation tracking.

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๐Ÿ”ฌ Dryad Datasets Scraper

๐Ÿš€ Export Dryad Digital Repository data in seconds. Structured records ready for spreadsheet, database, and BI tooling.

๐Ÿ•’ Last updated: 2026-06-05 ยท ๐Ÿ“Š 12 fields per record ยท Public data ยท Real-time fetch

The Dryad Datasets Scraper turns the public Dryad Digital Repository endpoint into a clean, structured dataset. It calls the upstream API, parses the response, and flattens each record into one row, ready for downstream tooling.

๐ŸŽฏ Target Audience๐Ÿ’ก Primary Use Cases
๐Ÿ“Š Analysts and researchersBuild clean datasets from public Dryad Digital Repository data.
๐Ÿข Operations teamsMonitor key indicators on a schedule.
๐Ÿค– ML engineersConstruct training and evaluation sets.
๐Ÿ“ฐ JournalistsVerify figures and pull sources with one click.
๐Ÿ‘ฉโ€๐Ÿ’ป DevelopersMirror upstream data into your warehouse without writing client code.

๐Ÿ“‹ What the Dryad Datasets Scraper does

  • Calls the public Dryad Digital Repository endpoint with the filters you supply.
  • Parses the response and normalizes each record.
  • Casts numeric fields where possible so the data drops cleanly into BI tools.
  • Surfaces upstream errors and rate limits as a single record with the error field set.
  • Exports to any downstream format supported by Apify.

๐Ÿ’ก Why it matters. Public data is great, but raw API responses rarely map cleanly to a spreadsheet. This actor handles the plumbing so you can focus on analysis.

๐ŸŽฌ Full Demo

๐Ÿšง Coming soon.

โš™๏ธ Input

FieldTypeRequiredDescription
maxItemsintegerNoFree users 10. Paid up to 1,000,000.
querystringNoOptional free-text query.
affiliationstringNoOptional ROR ID for affiliation filter.

Example.

{
"maxItems":10
}

โš ๏ธ Good to Know. This actor talks to the public Dryad Digital Repository endpoint. Upstream rate limits and availability apply.

๐Ÿ“Š Output

Each record is a flat object. error is always last.

FieldTypeDescription
idstringField returned by Dryad Digital Repository.
titlestringField returned by Dryad Digital Repository.
doistringField returned by Dryad Digital Repository.
authorsstringField returned by Dryad Digital Repository.
abstractstringField returned by Dryad Digital Repository.
keywordsstringField returned by Dryad Digital Repository.
methodsstringField returned by Dryad Digital Repository.
licensestringField returned by Dryad Digital Repository.
publicationDatestringField returned by Dryad Digital Repository.
relatedWorksstringField returned by Dryad Digital Repository.
scrapedAtstringField returned by Dryad Digital Repository.
errorstringField returned by Dryad Digital Repository.

โœจ Why choose this Actor

| ๐Ÿ†“ | Works with the public Dryad Digital Repository endpoint. No login required. | | ๐Ÿงน | Clean, normalized field names ready for BI tools. | | ๐Ÿ”ข | Numeric values parsed where possible. | | ๐Ÿ›Ÿ | Upstream errors surface as a single error record instead of crashing. | | ๐Ÿ’พ | Push to dataset, exportable to any format Apify supports. |

๐Ÿ“ˆ How it compares to alternatives

ApproachSetup timeClean keysNumeric castingError handling
Roll your own client30 min+โŒโŒโŒ
This Actor5 sec, no installโœ…โœ…โœ…

๐Ÿš€ How to use

  1. Click Try for free.
  2. Adjust the filters or leave defaults.
  3. Click Start. Within seconds, your dataset is ready.

๐Ÿ’ผ Business use cases

๐Ÿ“Š Analytics dashboards. Pipe Dryad Digital Repository records into your BI stack for live monitoring.

๐Ÿ“ˆ Trend research. Build historical series for strategy and forecasting.

๐Ÿ“ฐ Newsroom fact checking. Verify a figure for a story without leaving the browser.

๐Ÿค– ML feature engineering. Generate clean training inputs from public data.

๐Ÿ”Œ Automating Dryad Datasets Scraper

  • Make and Zapier. Trigger this actor on a schedule, route results to Sheets or Slack.
  • Cron schedule. Native Apify scheduler, every hour, day, or week.
  • Webhooks. POST to your endpoint the moment a run finishes.
  • Pipe to BigQuery, Snowflake, Postgres. Native Apify integrations move datasets straight into your warehouse.

๐ŸŒŸ Beyond business use cases

๐ŸŽ“ Education. Use real public data in your statistics or research class.

๐Ÿงช Personal research. Build your own datasets for tinkering.

๐Ÿค Non-profit and open data. Publish dashboards without writing client code.

๐Ÿงฐ Prototyping. Spin up a real data feed in 5 seconds to test a new tool.

๐Ÿค– Ask an AI assistant about this scraper

Drop this README into ChatGPT, Claude, or any AI assistant and ask it to map your specific workflow to the actor's inputs.

โ“ Frequently Asked Questions

โ“ Is this real time? Each run hits the upstream endpoint live.

โ“ Do I need an API key? No. The actor uses public endpoints.

โ“ How are upstream errors handled? A clean record with the error field set is pushed to the dataset.

โ“ Can I schedule runs? Yes, use Apify's native scheduler or hook this up to Make or Zapier.

โ“ What export formats are supported? Any format Apify's dataset UI offers.

โ“ How fresh is the data? As fresh as Dryad Digital Repository publishes it.

โ“ Can the schema change? Core fields are stable. Upstream additions are passed through where possible.

โ“ Are values cast to numbers? Yes where the upstream returns numeric strings.

โ“ Does it follow upstream pagination? Where applicable yes, capped by maxItems.

โ“ Is this allowed? Only public data is fetched. Comply with the upstream terms of use.

๐Ÿ”Œ 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 endpoint. Trigger runs from a calendar event, a form submission, a cron job, or pipe results straight into BigQuery, Snowflake, or a Postgres warehouse.

๐Ÿ”— Recommended Actors

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๐Ÿ’ก 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.

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