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Flickr Camera Finder Popularity Scraper

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Flickr Camera Finder Popularity Scraper

Flickr Camera Finder Popularity Scraper

Scrapes Flickr's camera-finder popularity dataset — photo upload counts, photographer user counts, and popularity scores for 600+ camera models across 50+ brands. Uses Flickr's internal camerafinder API to deliver the canonical real-world camera adoption signal.

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Pay per event

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BowTiedRaccoon

BowTiedRaccoon

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1

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7 days ago

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Scrape real-world camera popularity data from Flickr's camera-finder dataset — photo upload counts, photographer user counts, and popularity scores for 600+ camera models across 50+ brands.

What you get

Flickr's camera-finder is the canonical public signal for which cameras photographers actually use in the wild. Each record contains:

FieldDescription
brandCamera manufacturer (e.g. Canon, Sony, Fujifilm)
modelCamera model name
camera_typeType: dslr, mirrorless, phone, action_drone, digital_back, rangefinder_digital, rangefinder_film, scanner_lab, gaming_device, tablet, drone_camera
flickr_popularity_rankPopularity rank by camera score (1 = most popular)
photos_countTotal photos uploaded to Flickr using this camera
users_countNumber of Flickr photographers using this camera
is_trendingTrue when this camera drives >50% of its brand's traffic
popularity_scoreRaw Flickr camerafinder composite score
camera_page_urlDirect link to this camera's page on Flickr
popular_categoriesComma-separated photography categories this camera appears in
sample_photo_page_urlsLinks to sample photo pages (null — use flickr.photos.search for samples)
sensor_specsSensor specs (null — not exposed by the API)

Use cases

  • Camera market-share research — which manufacturers and models dominate real usage vs. review-site coverage
  • Gear-trend analysis — track which cameras are gaining or losing Flickr photographers over different time windows
  • Affiliate and recommendation sites — surface the cameras with the most proven, active user bases
  • Brand intelligence — compare brand-level adoption and identify the flagship models driving each brand's Flickr presence

Input parameters

ParameterTypeDefaultDescription
maxItemsinteger15Maximum number of records to return
date_range_daysinteger365Lookback window in days (1–3650). 365 = past year
include_sample_photosbooleanfalseReserved for a future update that will fetch sample photo URLs per camera

Authentication

No API key or account required. The actor uses Flickr's own embedded public read-only camera-finder key.

Rate limits

The Flickr camera-finder API returns all results in a single response with no pagination. The actor makes one API call per run. No rate-limiting concerns for typical usage.

Example output

{
"brand": "Sony",
"model": "A7 III",
"camera_type": "mirrorless",
"flickr_popularity_rank": 1,
"photos_count": 4820193,
"users_count": 47321,
"is_trending": true,
"popularity_score": 98.4,
"camera_page_url": "https://www.flickr.com/cameras/sony/a7-iii",
"popular_categories": "Portrait, Landscape, Wildlife",
"sample_photo_page_urls": null,
"sensor_specs": null
}

Notes

  • Results are sorted by popularity score descending (most popular first)
  • is_trending flags models whose popularity score exceeds 50% of their brand's total score — these are the models driving the majority of a brand's Flickr activity
  • The date_range_days window controls what upload period the popularity scores are measured over — a 30-day window shows recent momentum while a 365-day window shows sustained adoption