Pricing

from $1.00 / 1,000 nhl stat records

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Hockey-Reference NHL Stats Scraper

Try for free

Scrape public Hockey-Reference NHL season statistics for skaters, goalies, or team standings. Returns normalized, analysis-ready rows with player identity, scoring, goaltending, standings, and source metadata.

Pricing

from $1.00 / 1,000 nhl stat records

Rating

0.0

(0)

Developer

Muhammad Afzal

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Automation

You can access the Hockey-Reference NHL Stats Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "year": 2025,
10    "statType": "skaters",
11    "maxResults": 100,
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("muhammadafzal/hockey-reference-nhl-stats-scraper").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
19for item in client.dataset(run.default_dataset_id).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Hockey-Reference NHL Stats | Skaters, Goalies & Standings API in Python

The Apify API client for Python is the official library that allows you to use Hockey-Reference NHL Stats Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

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Hockey-Reference NHL Stats Scraper OpenAPI definition

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