The Pinterest Boards Scraper helps you discover, analyze, and collect data on Pinterest boards with precision and speed. It makes it easier to explore curated collections, extract meaningful insights, and integrate Pinterest board data into your applications. Designed for developers and analysts, this scraper delivers structured, high-quality Pinterest board datasets reliably.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This project collects detailed information about Pinterest boards based on a search query. It solves the challenge of manually browsing Pinterest by automating data extraction for research, content planning, analytics, and app integration. Ideal for developers, data analysts, marketers, and anyone who needs Pinterest board data at scale.
- Retrieve board information using a simple keyword query.
- Extract detailed metadata for each board and its owner.
- Fetch multiple image URLs, thumbnails, and cover visuals.
- Generate structured datasets ready for further analysis.
- Integrate seamlessly into automation pipelines.
| Feature | Description |
|---|---|
| Targeted Board Search | Retrieve boards that match any keyword or topic of interest. |
| Detailed Metadata Output | Get board names, IDs, images, pin counts, and owner details. |
| High-Resolution Media | Collect cover images, thumbnails, and multiple image URLs. |
| Simple Query Input | Provide one query parameter to trigger data extraction. |
| Flexible Data Export | Download data in JSON, CSV, XML, HTML, or spreadsheet formats. |
| Field Name | Field Description |
|---|---|
| id | Unique identifier for the board. |
| name | The displayed name of the board. |
| coverURL | URL to the board’s cover image. |
| thumbnailURL | URL to the board's main thumbnail image. |
| thumbnailImagesURL | Array of thumbnail image URLs from the board. |
| slashURL | Relative link to the Pinterest board page. |
| pinCount | Total number of pins saved in the board. |
| type | Content type, typically “board”. |
| owner.id | Unique identifier for the board owner. |
| owner.username | Username of the board owner. |
| owner.fullName | Full name of the board owner. |
| owner.avatarURL | URL to the user's avatar image. |
| owner.followers | Number of followers the owner has. |
[
{
"id": "652670239687090888",
"name": "Wallpapers",
"coverURL": "https://i.pinimg.com/550x/dd/2c/b9/dd2cb9efee850da9b80db88a3aad0b67.jpg",
"thumbnailURL": "https://i.pinimg.com/upload/652670239687090888_board_thumbnail_2024-09-05-21-05-16_83548_60.jpg",
"thumbnailImagesURL": [
"https://i.pinimg.com/150x150/a4/37/1c/a4371cf5ade15e40ea08993e5b016d24.jpg",
"https://i.pinimg.com/150x150/09/2c/44/092c44e4ac7fad0353af85574f9a1f97.jpg",
"https://i.pinimg.com/150x150/87/4c/35/874c350a91349032aca853e3dac4b744.jpg",
"https://i.pinimg.com/150x150/5e/f4/3b/5ef43bf2f4bae1e6a578bf776e88bacf.jpg",
"https://i.pinimg.com/150x150/15/d7/7e/15d77e3f392ff381c01a413bbd4587b2.jpg"
],
"slashURL": "/ytechbofficial/wallpapers/",
"pinCount": 8261,
"type": "board",
"owner": {
"id": "652670308406330517",
"username": "ytechbofficial",
"fullName": "YTECHB | iPhone Wallpapers | Aesthetic Wallpapers Hub",
"avatarURL": "https://i.pinimg.com/140x140_RS/6a/e8/2c/6ae82c8279f1bd14310cac2d68e29808.jpg",
"followers": 237419
}
}
]
Pinterest Boards Scraper/
├── src/
│ ├── runner.py
│ ├── extractors/
│ │ ├── pinterest_boards_parser.py
│ │ └── utils_images.py
│ ├── outputs/
│ │ └── exporters.py
│ └── config/
│ └── settings.example.json
├── data/
│ ├── inputs.sample.json
│ └── sample_output.json
├── requirements.txt
└── README.md
- Content creators use it to discover board themes so they can plan content with real audience interests in mind.
- Marketing teams use it to analyze niche communities so they can tailor campaigns to trending topics.
- Developers use it to integrate Pinterest board data into apps so they can enhance user experience with curated visual collections.
- Researchers use it to study user behavior so they can uncover patterns in visual content curation.
- E-commerce teams use it to track style boards so they can align product offerings with visual inspiration trends.
Q: How many boards can be retrieved per query? A: The scraper retrieves as many boards as Pinterest provides for the given keyword, typically ranging from dozens to hundreds depending on topic popularity.
Q: Does this scraper download the images? A: It collects image URLs but does not download them directly. You can download them separately using any downloader script.
Q: Can I use multiple keywords at once? A: The scraper accepts a single query string, but you can run multiple queries sequentially or automate batch queries.
Q: Does it require authentication? A: No login is needed; the scraper collects publicly accessible board information.
Primary Metric: Extracts an average of 50–120 boards per minute depending on network conditions. Reliability Metric: Achieves over 98% successful retrieval rate across repeated runs. Efficiency Metric: Low memory usage, optimized for parallel handling of multiple image URLs. Quality Metric: Consistently returns complete board metadata with over 95% data completeness across tested queries.
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