Hmhshl Players Stats Scraper

Introduction

The Hmhshl Players Stats Scraper is a powerful Apify Actor designed to extract comprehensive player statistics from the Hockey Manitoba High School League (HMHSL) website. It enables users to gather detailed performance data for players across various seasons and sub-seasons, making it an invaluable tool for coaches, analysts, and sports enthusiasts. By automating data collection, this Actor saves time and ensures access to accurate, up-to-date stats for informed decision-making.

Features

• Comprehensive Data Extraction: Scrapes detailed player stats including goals, assists, points, penalties, and more from HMHSL seasons.
• Flexible Season Selection: Supports multiple seasons from 2008-2009 to 2025-2026, with sub-season options like Regular Season, Playoffs, and Championships.
• High Performance: Efficient crawling with configurable request limits to handle large datasets without overloading sources.
• Structured Output: Delivers clean, JSON-formatted data ready for analysis, export, or integration into databases.
• Reliable and Ethical: Adheres to web scraping best practices, respecting rate limits and avoiding disruptions to the source site.
• Easy Integration: Seamlessly integrates with Apify's platform for scheduling, monitoring, and exporting results in multiple formats.

Input Parameters

Parameter	Type	Required	Description	Example
seasonId	string	Yes	Select the season to crawl from available options (e.g., "2954" for 2025-2026).	"2954"
subseasonId	string	Yes	Choose the sub-season type, such as Regular Season or Playoffs, from the dropdown.	"16404"
maxRequestsPerCrawl	integer	No	Maximum number of requests allowed per crawl to control load and avoid rate limiting. Default is 100.	100

Example Usage

To run the Actor, provide input parameters in JSON format:

{
  "seasonId": "2954",
  "subseasonId": "16404",
  "maxRequestsPerCrawl": 100
}

Example output (array of player stats):

[
  {
    "position_name": "Defense",
    "position_short_name": "D",
    "workspace_id": 6,
    "team_season_player_number": 22,
    "player_first_name": "London",
    "player_last_name": "Oppong",
    "player_id": 65932,
    "team_name": "Woodlawn Panthers",
    "team_id": 151,
    "team_url": "woodlawn",
    "team_logo_image_id": 8568,
    "player_square_image_id": 38125,
    "team_season_player_avatar": "hockey-player-m2.png",
    "team_season_player_use_avatar": 0,
    "team_sys_admin_hide_team": 0,
    "gp": 3,
    "goals": 1,
    "assists": 4,
    "points": 5,
    "ppg": 0,
    "shg": 0,
    "pims": 14
  }
]

Use Cases

• Sports Analytics: Analyze player performance trends to scout talent or evaluate team strategies.
• Coaching Tools: Access stats for player development, lineup decisions, and training focus.
• Fan Engagement: Build apps or websites with live stats for leagues, teams, or players.
• Research and Reporting: Gather data for academic studies on youth hockey participation and outcomes.
• Fantasy Sports: Populate databases with real stats for fantasy leagues or simulations.
• Media and Journalism: Compile reports on standout players or season highlights.

Installation and Usage

1. Search for "Hmhshl Players Stats Scraper" in the Apify Store.
2. Click "Try for free" or "Run".
3. Configure input parameters (season, sub-season, max requests).
4. Click "Start" to begin extraction.
5. Monitor progress in the log.
6. Export results in your preferred format (JSON, CSV, Excel).

Output Format

The Actor outputs an array of JSON objects, each representing a player's stats for the selected season and sub-season. Key fields include player details (name, ID, position), team information (name, logo), and performance metrics (games played, goals, assists, points, penalties). Data is structured for easy parsing and integration, with fields like "gp" (games played) and "pims" (penalty minutes) providing quantitative insights.

Support

For custom/simplified outputs or bug reports, please contact:

• Email: support@getdataforme.com
• Subject line: "custom support"
• Contact form: https://getdataforme.com/contact/

We're here to help you get the most out of this Actor!

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Extract player stats from HMHSL effortlessly! This Actor scrapes goals, assists, points, and more across seasons like 2025-2026. Ideal for coaches, analysts, and fans—get accurate data fast. Try it now on Apify Store! (148 characters)