NASCAR Racing Reference Season Stats Scraper
Pricing
from $19.00 / 1,000 results
NASCAR Racing Reference Season Stats Scraper
Scale your player and team records from Nascar Racing Reference with stats, rankings, profiles, history and head to head splits when published. Trusted by fantasy sports, betting analytics, agencies and sports media. Run on demand or on a recurring schedule and feed every row into your favourite.
Pricing
from $19.00 / 1,000 results
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0.0
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Developer
ParseForge
Maintained by CommunityActor stats
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Bookmarked
3
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Monthly active users
5 days ago
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🏎️ NASCAR Racing Reference Scraper
🚀 Pull nascar racing reference data in seconds. Pull NASCAR Racing Reference season stats: driver name, rank, starts, wins, top 5, top 10, poles, points and earnings by season and series. structured records for motorsport analytics and journalism.
The NASCAR Racing Reference Scraper extracts structured records from Racing-Reference.info. Every record captures the canonical fields you would expect from the upstream source - ready for analytics, dashboards, BI tooling, or further enrichment.
The dataset spans nascar (cup, xfinity, truck, arca) and exposes the same data the official source publishes - normalised, paginated, and queryable.
Who uses this data?
| Audience | Use Case |
|---|---|
| Researchers | Build longitudinal datasets for analysis |
| Compliance teams | Monitor regulated entities and filings |
| Journalists | Investigate public records at scale |
| Data analysts | Power BI dashboards and reports |
| Academic researchers | Run quantitative studies on public data |
| Product teams | Embed live nascar racing reference records into apps |
📋 What the NASCAR Racing Reference Scraper does
- Queries Racing-Reference.info for the latest records
- Supports targeted filtering via the input parameters (see below)
- Returns structured records with 18 fields, no scraping artifacts
- Handles pagination automatically up to your
maxItemslimit - Cleans HTML entities and normalises dates and identifiers
- Delivers results as tabular, spreadsheet, structured, or structured via Apify dataset pull
💡 Why it matters: Public-data sources rarely offer bulk pull. This Actor turns the live source into a queryable dataset.
📊 Data fields
Each record includes: carsEntered, id, imageUrl, manufacturer, raceDate, raceNumber, results, scrapedAt, series, startingPosition, title, trackName, trackUrl, url, winnerId, winnerName, winnerUrl, year. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.
⚠️ Good to Know: Free users are limited to 10 items per run. Upgrade to a paid plan to unlock up to 1,000,000 items.
🚀 How to use
- Create a free Apify account - includes $5 free credit
- Open the NASCAR Racing Reference Scraper actor page
- Configure your input - set filters or leave defaults
- Set
maxItems(10 for a quick preview, higher for bulk extraction) - Click Run and wait for the dataset to populate
- Retrieves your results as tabular, spreadsheet, structured, or structured
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💡 Pro Tip: browse the complete ParseForge collection for more public-data scrapers.
Need help? Visit the Apify Discord community or open a support ticket.
Disclaimer: This Actor accesses publicly available data from Racing-Reference.info in compliance with the source's terms of service. Data is provided as-is for informational purposes. Verify all records against the official source before relying on them for legal or business decisions.
🆘 Need Help?
If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.
For faster answers, join our Discord. It's the best place to get support and suggest new actors.
