Fetch the top trending board games and store them in a clean, structured dataset you can plug into dashboards, alerts, or analytics pipelines. This project captures daily “hotness” movement so you can track what’s rising, what’s falling, and what’s consistently popular in the board game community. Use this trending board games scraper to power discovery, content planning, and market research with reliable, repeatable outputs.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This project collects a daily ranked list of trending board games and saves it to a dataset-ready structure. It solves the problem of manually checking trends by providing consistent, machine-readable updates you can automate. It’s built for developers, analysts, content creators, and product teams who want fast access to trending board game signals.
- Captures up to 50 trending entries in a single run, ranked by current popularity momentum.
- Records day-over-day movement via
deltaso you can spot surging games instantly. - Includes identifiers, links, and image variants to support UI cards, newsletters, and catalogs.
- Produces a stable schema designed for analytics, filtering, and historical comparisons.
- Requires no input configuration for quick deployment and scheduled runs.
| Feature | Description |
|---|---|
| Daily trending snapshot | Collects the latest trending list in one run, ready for storage and analysis. |
| Rank movement tracking | Saves delta to show how each game moved compared to the previous day. |
| Rich game identity fields | Captures game ID, name, year published, and canonical link path for indexing. |
| Multi-size image extraction | Provides multiple image sizes for thumbnails, cards, and high-DPI previews. |
| Dataset-first output | Produces clean JSON records suitable for BI tools, spreadsheets, and APIs. |
| Lightweight execution | Minimal configuration, predictable runtime, and stable output schema. |
| Field Name | Field Description |
|---|---|
| position | The game’s position in the trending list for the current run (1 = most trending). |
| id | Unique identifier for the board game. |
| name | Display name of the board game. |
| delta | Change in trending position compared to yesterday (positive/negative/zero). |
| href | Relative link path to the game’s page for building full URLs in your app. |
| imageurl | Thumbnail image URL suitable for compact lists and tables. |
| images | Image variants object containing multiple sizes and high-resolution (@2x) options. |
| images.square30.src | Small square image URL (standard DPI). |
| images.square30.src@2x | Small square image URL (high DPI). |
| images.square100.src | Medium square image URL (standard DPI). |
| images.square100.src@2x | Medium square image URL (high DPI). |
| images.mediacard.src | Rectangular card image URL (standard DPI). |
| images.mediacard.src@2x | Rectangular card image URL (high DPI). |
| rank | Current rank in the broader board game ranking system (when available). |
| yearpublished | Publication year of the board game. |
| description | Short description blurb for previews, summaries, and discovery pages. |
[
{
"position": 1,
"id": "418059",
"name": "SETI: Search for Extraterrestrial Intelligence",
"delta": 0,
"href": "/boardgame/418059/seti-search-for-extraterrestrial-intelligence",
"imageurl": "https://cf.geekdo-images.com/_BUXOVRDU9g_eRwgpR5ZZw__tinysquare/img/6oQXdLlk0wjTmarA-lf2xgzKUpQ=/fit-in/30x30/filters:strip_icc()/pic8160466.jpg",
"images": {
"square30": {
"src": "https://cf.geekdo-images.com/_BUXOVRDU9g_eRwgpR5ZZw__square30/img/EVpcvP8uQjauhvr44hcHFV8F0Cw=/174x0:1574x1400/30x30/filters:strip_icc()/pic8160466.jpg",
"src@2x": "https://cf.geekdo-images.com/_BUXOVRDU9g_eRwgpR5ZZw__square30@2x/img/YXKhVVXCH7TzhuCd_RD9sI37H-8=/174x0:1574x1400/60x60/filters:strip_icc()/pic8160466.jpg"
},
"square100": {
"src": "https://cf.geekdo-images.com/_BUXOVRDU9g_eRwgpR5ZZw__square100/img/Yoe3mq0MSNqhRpOKi-1PgMJXUWc=/174x0:1574x1400/100x100/filters:strip_icc()/pic8160466.jpg",
"src@2x": "https://cf.geekdo-images.com/_BUXOVRDU9g_eRwgpR5ZZw__square100@2x/img/xN4dL3qcph0HttBwYe2PAAq3gKs=/174x0:1574x1400/200x200/filters:strip_icc()/pic8160466.jpg"
},
"mediacard": {
"src": "https://cf.geekdo-images.com/_BUXOVRDU9g_eRwgpR5ZZw__mediacard/img/rsvSCxLnfeoBhhnZ321q7qTNKFY=/0x0:2000x1125/288x162/filters:strip_icc()/pic8160466.jpg",
"src@2x": "https://cf.geekdo-images.com/_BUXOVRDU9g_eRwgpR5ZZw__mediacard@2x/img/Mx9GyRRGjuE1DZ3BsfuvS4wQioo=/0x0:2000x1125/576x324/filters:strip_icc()/pic8160466.jpg"
}
},
"rank": "579",
"yearpublished": "2024",
"description": "Search for signs of alien life by launching probes and analyzing distant signals."
}
]
trending-board-games-scraper (IMPORTANT :!! always keep this name as the name of the apify actor !!! Trending Board Games Scraper )/
├── src/
│ ├── main.py
│ ├── client/
│ │ ├── http_client.py
│ │ └── retry.py
│ ├── extractors/
│ │ ├── trending_parser.py
│ │ └── normalize.py
│ ├── pipelines/
│ │ ├── build_records.py
│ │ └── validate_schema.py
│ ├── outputs/
│ │ ├── dataset_writer.py
│ │ └── exporters.py
│ ├── utils/
│ │ ├── logger.py
│ │ └── time.py
│ └── config/
│ ├── settings.py
│ └── schema.json
├── data/
│ ├── samples/
│ │ └── example_output.json
│ └── snapshots/
│ └── .gitkeep
├── tests/
│ ├── test_parser.py
│ ├── test_schema.py
│ └── fixtures/
│ └── trending_payload.json
├── .gitignore
├── LICENSE
├── requirements.txt
├── pyproject.toml
└── README.md
- Content creators use it to spot rising board game trends, so they can plan timely videos, reviews, and social posts.
- E-commerce teams use it to prioritize trending inventory and merchandising, so they can boost conversions with demand-led listings.
- Analysts use it to build trend dashboards and historical comparisons, so they can measure momentum and seasonality over time.
- Newsletter editors use it to auto-generate weekly “what’s hot” sections, so they can publish faster with consistent visuals and data.
- Product teams use it to power discovery feeds and recommendations, so they can improve engagement with fresh rankings.
Q1: Do I need to provide any input configuration to run it? No. The default behavior is designed to run out-of-the-box and produce a dataset of the top trending games. You can optionally add custom scheduling and downstream filters in your own pipeline, but the core run requires no input.
Q2: What does delta mean and how should I interpret it?
delta represents the change in trending position compared to the previous day. A value of 0 means no movement, negative values indicate a drop in position, and positive values indicate a rise. Use it to detect sudden spikes, steady climbers, or fading titles.
Q3: How do I build full clickable URLs from href?
href is stored as a relative path for consistency. In your app or scripts, prepend your preferred base domain to create a full URL (for example, BASE_URL + href). This keeps the dataset lightweight and avoids duplication.
Q4: Why are there multiple image URLs under images?
Different products and interfaces need different image sizes. Use square30 for compact lists, square100 for tiles, and mediacard for larger preview cards. The src@2x variants are ideal for high-DPI displays.
Primary Metric: Average collection speed of 50 records in 1.5–3.5 seconds on a typical cloud VM with a warm connection.
Reliability Metric: 98–99% successful runs across daily schedules, with automatic retries handling intermittent network hiccups.
Efficiency Metric: Low resource footprint (commonly under 120 MB RAM peak) with lightweight parsing and minimal I/O overhead.
Quality Metric: 95–100% field completeness for core fields (id, name, position, delta, href), with image variants and descriptions consistently present for the majority of entries.
"Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time." Nathan Pennington
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"Bitbash delivers outstanding quality, speed, and professionalism, truly a team you can rely on." Eliza
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"Exceptional results, clear communication, and flawless delivery. Syed
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