PCGS Coin Population Scraper - Census / Grade Data
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PCGS Coin Population Scraper - Census / Grade Data
Scrape the PCGS Population Report: how many coins are graded at each PCGS grade. Look up any U.S., world, or pattern series and get per-coin grade breakdowns (PO1 to MS/PR70 with + grades) plus total population, PCGS #, year, denomination, and designation.
PCGS Coin Population Scraper — Census / Grade Data
Get PCGS Population Report data — how many coins are graded at each PCGS grade — for any U.S., world, or pattern series. This is the numismatic equivalent of a card population report: for every coin (date, mint mark, variety, designation) it returns the full grade breakdown, from low circulated grades up through MS/PR 70 (including + grades), plus the total graded population and the coin's PCGS number.
Great for coin dealers, collectors, registry-set builders, price-guide makers, and anyone analyzing rarity and grade distribution. (PCGS is the other major coin grader alongside NGC.)
What you get
For each coin in a series:
| Field | Description |
|---|---|
pcgsNumber | PCGS catalog number for this coin + designation, e.g. 2431 |
description | Human-readable coin label, e.g. 1909 1C Lincoln, RD |
series | Series / group (e.g. Lincoln Cent (Wheat Reverse)) |
region | PCGS region index (uscoins, chinesecoins, ...) |
year, denomination, designation | Coin attributes (designation = MS, MSBN, MSRB, MSRD, PR, PRDC, etc.) |
populationByGrade | Object mapping grade label → count, e.g. { "MSRD65": 794, "MSRD65+": 8, "MSRD66": 1290, ... } — only non-zero grades are included |
totalPop | Total coins graded for this coin |
listingUrl | Link to the PCGS coin detail (ValueView) page |
seriesUrl | Link to the PCGS Population Report page for the series |
Input
Navigate the Pop Report the same way the PCGS website does: pick a Region, then optionally filter to a Series by name.
| Field | Description |
|---|---|
region | Region / category. Examples: United States, China, Great Britain, World, Canada, Mexico, Patterns. Default: United States |
series | Series name filter (substring). Blank = all series in the region |
seriesSlug + seriesId | Advanced: scrape one series directly (from pcgs.com/pop/detail/<slug>/<id>) |
maxResults | Max coin rows (0 = unlimited). Default 1000 |
maxSeries | Max number of series to scrape (0 = unlimited) |
proxyConfiguration | RESIDENTIAL proxy is used by default (PCGS blocks datacenter IPs) |
Examples
Scrape one specific series directly:
All Morgan dollars:
China coins, capped:
Notes
- Data comes from the public PCGS Population Report (HTML, server-rendered). Use the residential proxy (default) — PCGS blocks datacenter IPs.
- Grades come from the Comprehensive view, so each coin row includes its full grade spread in one record. Grade labels combine the designation with the numeric grade (e.g.
MS65,PR69,MSRD66+). populationByGradeonly lists grades with a non-zero count, keeping output compact.- PCGS splits each series into Mint State (MS) and Proof (PR) tables; this scraper merges both into the per-coin output.
