Community Vote Statistics
Category-level CasinoRankr vote data for journalists, researchers, and publishers who need a citable snapshot of public community sentiment.
What this dataset measures
This dataset summarizes CasinoRankr community votes by public casino category. It measures live listing counts, category vote totals, average Bayesian rating where rankings are published, and sample-confidence labels from the shared public-stats model.
125
Live public listings
16,330
Community votes
4
Dataset rows
May 14, 2026
Last updated
Top findings
- CasinoRankr currently reports 16,330 community votes across 125 live public listings.
- Sweepstakes Casinos has the largest vote sample in this dataset with 15,659 votes.
- Sweepstakes Casinos has the largest listing count with 74 live listings.
- Community votes are directional sentiment signals and do not prove safety, legality, payout reliability, or licensing.
| Category | Live listings | Community votes | Avg Bayesian rating | Sample | Last updated |
|---|---|---|---|---|---|
| Sweepstakes Casinos | 74 | 15,659 | 3.9 | Stronger Sample | May 10, 2026 |
| Crypto Casinos | 18 | 380 | 4.2 | Stronger Sample | May 14, 2026 |
| Mystery Box Sites | 33 | 291 | 4.0 | Stronger Sample | May 14, 2026 |
| Sportsbooks | 0 | 0 | Coverage expanding | No Community Sample Yet | Not available |
Data dictionary
| Field | Type | Meaning | Allowed values |
|---|---|---|---|
| category | string | Human-readable CasinoRankr category label. | Any |
| category_key | string | Stable category key used in public APIs. | sweepstakes, crypto, mystery, sportsbooks |
| live_listings | integer | Live/open public listings in the category. | Any |
| total_votes | integer | Community vote total for the category. | Any |
| average_bayesian_rating | number | Average Bayesian score for the category, null when ranking coverage is still expanding. | Any |
| sample_confidence | string | Public sample-size label from the shared stats model. | Any |
| last_updated | datetime | Most recent shared freshness timestamp for the category. | Any |
Methodology
Counts come from the shared CasinoRankr public-stats snapshot used by public pages and API exports. Ranking scores use Bayesian weighting with a prior mean and prior weight documented on the methodology page. Vote-integrity controls and limitations are documented separately at /vote-integrity. For plain-language citation limits, see what community votes can and cannot prove.
Limitations
- Community votes are directional sentiment signals, not proof of safety, legality, payout reliability, or licensing.
- Anonymous voting controls reduce abuse but do not prove one vote equals one verified person.
- Low-sample categories and operators can move quickly as new votes arrive.
Cite this dataset
- Claim
- CasinoRankr community vote totals by public casino category.
- Date / snapshot
- May 14, 2026
- Sample size
- 16,330 community votes across 125 live public listings and 4 category rows.
- Methodology
- Category rows come from the shared public-stats snapshot and use Bayesian rating context where rankings are published.
- Limitation
- Community votes are sentiment signals, not proof of safety, legality, payout reliability, or licensing.
- Export URL
- /api/public/data/community-votes?format=json
Source: CasinoRankr Data Hub, Community Vote Statistics, accessed [date], https://casinorankr.com/data/community-vote-statistics.
Keep the accessed date and page URL with any chart, quote, or downloaded export.
