Meetup Event Scraper

Overview

The Meetup Event Scraper is an Apify Actor that extracts meetup event listings directly from Meetup.com using browser automation. Provide one or more keywords and the actor returns structured meetup event records including event name, URL, date, location, and keyword. Whether you're discovering networking opportunities, tracking meetup events in your industry, or building a meetup event database, this actor delivers accurate meetup event data efficiently.

With anti-detection techniques, residential proxy support, and multi-scroll page loading, the Meetup Event Scraper ensures reliable and comprehensive meetup event extraction even on JavaScript-heavy pages.

---

Features

• Keyword-Based Meetup Event Search – Search Meetup.com for events matching any keyword (e.g., "startup", "AI", "photography").
• Multi-Keyword Support – Process multiple meetup event keywords in a single run.
• ** Browser Automation** – Uses a real Chromium browser to render JavaScript-heavy Meetup event pages accurately.
• Auto-Scroll Loading – Scrolls the page 3 times to load additional meetup events before extraction.
• Date & Location Extraction – Attempts to extract meetup event date and venue from surrounding article elements.
• Stable Event IDs – Generates consistent MD5-based IDs for each meetup event URL to support deduplication.
• Anti-Detection – Rotates user agents and disables webdriver fingerprints to avoid bot detection.
• Retry Logic – Automatically retries up to 3 times with multiple navigation strategies for reliable meetup event scraping.
• Proxy Support – Uses Apify residential proxies to bypass Meetup.com IP restrictions.
• Dataset Integration – Automatically pushes all meetup event data to your Apify dataset for easy export.

---

How It Works

1. Input – Provide a comma-separated list of keywords and a max events limit.
2. Browser Launch – The actor launches a headless Chromium browser with anti-detection settings.
3. Page Navigation – Navigates to meetup.com/find/?keywords={keyword}&source=EVENTS with fallback strategies.
4. Scroll & Load – Scrolls the page 3 times to trigger lazy-loaded meetup event listings.
5. Data Extraction – Extracts meetup event links, titles, dates, and locations from the rendered page.
6. Build Output – Structures all meetup event data into a clean record per keyword and pushes it to the dataset.
7. Repeat – Processes all keywords with random delays between requests.

---

Input

Field	Type	Default	Description
keywords	String	"startup"	Comma-separated list of meetup event keywords (e.g., "AI, startup, photography").
max_events	Integer	10	Maximum number of meetup events to return per keyword.
useApifyProxy	Boolean	true	Whether to use Apify proxy for meetup event scraping.
apifyProxyGroups	Array	["RESIDENTIAL"]	Proxy groups to use.

Example input:

{
  "keywords": "AI, startup, machine learning",
  "max_events": 20,
  "useApifyProxy": true,
  "apifyProxyGroups": ["RESIDENTIAL"]
}

---

Output

The actor pushes one record per keyword to the dataset. Each record contains:

Field	Type	Description
meetup_events	Array	List of meetup event objects for this keyword (see event structure below).
total_events	Integer	Total number of meetup events found for this keyword.
keyword	String	The keyword used for this meetup event search.
last_updated	String	ISO 8601 UTC timestamp of when the meetup event data was fetched.
status	String	"success" or "no_results".

Each meetup event object inside meetup_events includes:

Field	Type	Description
event_id	Integer	Stable MD5-based unique ID for the meetup event URL.
event_name	String	Title of the meetup event.
event_url	String	Direct URL to the meetup event page on Meetup.com.
event_date	String	Date and time of the meetup event (if visible on the page).
location	String	Venue or location of the meetup event (if visible on the page).
keyword	String	Keyword used to find this meetup event.
created_at	String	ISO 8601 UTC timestamp of when the meetup event was scraped.

Example output:

{
  "meetup_events": [
    {
      "event_id": 839204718293,
      "event_name": "AI Startup Networking Night — London",
      "event_url": "https://www.meetup.com/london-ai/events/123456789/",
      "event_date": "Thu, Apr 10 · 6:30 PM",
      "location": "TechHub London, EC2A 4NE",
      "keyword": "startup",
      "created_at": "2025-03-22T12:34:56Z"
    }
  ],
  "total_events": 15,
  "keyword": "startup",
  "last_updated": "2025-03-22T12:34:56Z",
  "status": "success"
}

---

Use Cases

• Networking – Discover upcoming meetup events for professional networking in your field.
• Event Databases – Build and maintain a structured database of meetup events by topic or location.
• Market Research – Analyze meetup event trends to understand community interest in specific topics.
• Community Building – Track meetup events related to your product or industry for outreach opportunities.
• Academic Research – Collect structured meetup event data for social or behavioral studies.
• Content Aggregation – Aggregate meetup event listings for newsletters, blogs, or community platforms.

---

Quick Start

1. Open on Apify – Visit the actor page and click Try for free.
2. Set Keywords – Enter comma-separated meetup event keywords (e.g., "blockchain, fintech").
3. Set Limit – Adjust max_events to control how many meetup events to fetch per keyword.
4. Enable Proxy – Keep useApifyProxy enabled for reliable meetup event scraping.
5. Run the Actor – Start the run and monitor progress in the logs.
6. Download Results – Export the meetup event dataset as JSON, CSV, or Excel.

---

Technical Stack

• Browser Automation – (Chromium) for JavaScript-rendered Meetup event pages
• Anti-Detection – Random user agents, disabled webdriver fingerprint
• Navigation – Multi-strategy page loading (domcontentloaded, load, commit)
• Event ID – MD5 hash-based stable ID per meetup event URL
• Proxy – Apify Proxy (residential) for bypassing IP restrictions
• Platform – Apify Actor — serverless, scalable, integrated with Dataset and Key-Value Store

---

Related Tools

Actor	Description
Product Launch Tracker	Tracks and extracts product launch data from Hacker News.
Energy Market Notices & Reports	Aggregates energy market notices from EIA, Reuters, IEA, and more.
TfL Transport Alerts Scraper	Extracts real-time transport alerts and disruptions from the TfL API.
Open Street Map Change Tracker	Extracts location and amenity data from OpenStreetMap via the Overpass API.
Amazon Book Scraper	Scrapes book listings, prices, ratings, and metadata from Amazon.
SEC EDGAR Scraper	Retrieves company filings (10-K, 10-Q, 8-K) from SEC EDGAR.
Goodreads Scraper	Extracts book ratings, reviews, and metadata from Goodreads.

---

Changelog

v1.0.0 – Initial Release

• Keyword-based meetup event search on Meetup.com
• Multi-keyword batch processing
• browser automation with anti-detection
• Auto-scroll for lazy-loaded meetup event listings
• Date and location extraction from article elements
• MD5-based stable meetup event ID generation
• Retry logic with multiple navigation strategies
• Residential proxy configuration support
• Dataset integration with per-keyword output records

---

Pricing

• Free for basic usage on Apify (up to certain compute limits).
• Paid plans available for higher volume, priority support, and longer runs.
• Proxy credits consumed if residential proxies are enabled.

---

Support & Feedback

• Issues & Ideas – Open a ticket on the Apify Actor issue tracker.
• Documentation – Visit Apify Docs for platform guides.
• Scraping Notes – Always use residential proxies when scraping meetup event pages to avoid blocks.

---

Disclaimer: This actor scrapes publicly visible meetup event data from Meetup.com. Please ensure your usage complies with Meetup's terms of service. This actor is intended for research and informational purposes only.