Original CryptoSignalsReview dataset research

Crypto Signal Provider Transparency Data Table

This page exposes the aggregate measurements in one place so readers and AI systems can cite a precise denominator, field definition, and limitation instead of extracting unsupported conclusions.

Analysis by CryptoSignalsReview Evidence Desk of 3,200 candidate records frozen 2026-07-05. Published 2026-07-10. Source commit 5dcd30b2b1a0. Dataset release. No provider paid for inclusion or status.

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Rows analyzed3,200

Frozen candidate records.

Source families7

Exact sourceKind values in the snapshot.

Public source entries38

Source definitions retained by the manifest.

Direct answer

The tables below are the publication-ready aggregate layer for the 3,200-record snapshot. Counts use records as the denominator unless a table says otherwise. Percentages are rounded to one decimal place. Platform mentions overlap; exact statuses and sourceKind values do not.

Workflow status

Review statusRecordsShare
Not CSR verified2,51778.7%
Quarantined by CSR quality audit68321.3%
Verification levelRecordsShare
Listed for review2,51778.7%
Likely weak signal-provider record; excluded from signal-provider recommendations67921.2%
Likely airdrop or giveaway community; excluded from signal-provider recommendations20.1%
Likely project or airdrop community; excluded from signal-provider recommendations1<0.1%
Likely wallet or news channel record; excluded from signal-provider recommendations1<0.1%
Result-sheet statusRecordsShare
No CSR-reviewed result sheet2,51778.7%
Not applicable until crypto signal relevance is confirmed68321.3%

Source families

Source kindRecordsShare
RealTelegram channel category1,87058.4%
TGStat crypto group rating59818.7%
TGStat crypto category55517.3%
Cornix supported group marketplace852.7%
Manual provider seed742.3%
Public WhatsApp source family120.4%
Public Discord source family60.2%

Exact discovery-source URL concentration

MeasureValueDenominatorBoundary
Unique exact source URLs74Not applicableExact trimmed strings; not an independent-source count.
Distinct source hostnames47Not applicableLowercase hostname with a leading www removed.
Records on largest exact URL1,8703,20058.4% of inventory records; not market share.
Records on top five exact URLs2,2453,20070.2% of inventory records.
Records on top ten exact URLs2,6433,20082.6% of inventory records.
Singleton exact URLs4274URL frequency, not record percentage.
Record-concentration index0.3502Exact URL record sharesSum of squared shares; not an authority score.
Effective source URL count2.86Reciprocal of concentration indexDescriptive equivalent count, not real-world source count.

Declared source-registry reconciliation

MeasureValueDenominatorBoundary
Unique declared source URLs3838Exact trimmed registry strings.
Distinct source URLs used by provider rows74Not applicableUsed URLs can be shared across many records.
Matched provider assignments3,1273,20097.7% exact registry agreement.
Unmatched provider assignments733,200All are manual source-family rows; mismatch is not a provider verdict.
Used undeclared URLs4474Distinct used routes absent from the declared registry.
Unused declared URLs838Declared registry routes without a provider-row assignment.

Top platform labels

Platform labelRecordsShare
Telegram Channel2,42675.8%
Telegram Group59818.7%
Cornix / Telegram852.7%
WhatsApp210.7%
Telegram / Web200.6%
Discord100.3%
Telegram70.2%
Discord / Web60.2%
Website / Web30.1%
Telegram / Web / Cornix automation20.1%
Telegram / WhatsApp / Web20.1%
WhatsApp / Telegram20.1%
WhatsApp / Web20.1%
Discord / AO Shadow / Bybit automation1<0.1%
Discord / business investing forex crypto1<0.1%

Country labels

Country labelRecordsShare
Global2,21369.2%
Ukraine1504.7%
India1454.5%
Iran1404.4%
China1344.2%
Ethiopia1314.1%
Belarus932.9%
Kazakhstan642%
Russia581.8%
Uzbekistan551.7%
Kyrgyzstan170.5%

Language labels

Language labelRecordsShare
Multilingual2,12166.3%
Russian1514.7%
Ukrainian / Russian1504.7%
English / Hindi1454.5%
Persian1404.4%
Chinese / English1344.2%
English / Amharic1314.1%
English802.5%
Russian / Kazakh642%
Uzbek551.7%
Russian / Kyrgyz170.5%
English / multilingual120.4%

Country-language label source bias

MeasureValueDenominatorBoundary
Exact country labels11Label valuesIncludes Global; not a count of verified countries served.
Exact language labels12Label valuesComposite and broad values remain separate exact strings.
Exact country-language pairs13Pair valuesClassification pairs, not verified regional provider classes.
Rows labeled Global2,2133,20069.2%; not operator or audience geography.
Rows labeled Multilingual2,1213,20066.3%; not message-level language detection.
Non-global rows9873,200All 987 come from two TGStat source families.
Rows in single-pair source families2,0473,2005 of 7 source families use one fixed pair.
Source URLs with one locale pair73743,114 records sit on those exact URLs.
Rows matching source-URL modal pair3,1993,200Source-taxonomy agreement, not provider-locale verification.
Registry-matched complete pair3,1253,127Internal manifest agreement; two matched rows differ.
Source familyRecordsCountry labelsLanguage labelsNon-global rowsDominant pair
RealTelegram channel category1,870110Global / Multilingual (1,870)
TGStat crypto group rating59899501Global / Multilingual (97)
TGStat crypto category5551110486Belarus / Russian (73)
Cornix supported group marketplace85110Global / Multilingual (85)
Manual provider seed74110Global / English (74)
Public WhatsApp source family12110Global / English / multilingual (12)
Public Discord source family6110Global / English (6)

Quarantine classes

Quarantine classRecordsShare
Quarantined project/community candidate42613.3%
Quarantined airdrop/giveaway candidate2417.5%
Quarantined weak-name candidate110.3%
Quarantined non-signal candidate30.1%
Quarantined airdrop/project community candidate1<0.1%
Quarantined project/news channel candidate1<0.1%
Quality flag among quarantined recordsRecordsShare
weak-project-or-miniapp-candidate42762.5%
weak-airdrop-or-giveaway-candidate24235.4%
weak-provider-name111.6%
likely-non-signal-candidate30.4%
malformed-scraped-name10.1%

Field coverage

FieldRecords presentCoverageWhat presence means
Discovery source URL3,200100%The public route from which the candidate entered the inventory.
Direct route field1,26439.5%At least one provider-specific messaging or website field is populated.
Telegram URL1,25739.3%A stored Telegram route, not automatic ownership proof.
TGStat URL1,15336%A TGStat route is retained.
Catalog URL1,95561.1%A category or directory route is retained.
Subscriber count1,24438.9%A public count is stored.
Aliases1,32241.3%At least one alternative name is stored.
Search-intent terms1615%At least one editorial query term is stored.
Detailed editorial dossier180.6%Four narrative research fields are all populated.
Quality note68421.4%A correction or quarantine note is populated.
Explicit dedupe key1,97661.8%An opaque source or comparison key is populated; fallback identity logic is separate.

Selected field coverage by source family

Source familyRecordsDirect routeAliasesSubscriber observationExplicit key
RealTelegram channel category1,8700 (0%)0 (0%)0 (0%)1,870 (100%)
TGStat crypto group rating598598 (100%)598 (100%)598 (100%)0 (0%)
TGStat crypto category555555 (100%)555 (100%)555 (100%)21 (3.8%)
Cornix supported group marketplace8585 (100%)85 (100%)85 (100%)85 (100%)
Manual provider seed7426 (35.1%)66 (89.2%)0 (0%)0 (0%)
Public WhatsApp source family120 (0%)12 (100%)0 (0%)0 (0%)
Public Discord source family60 (0%)6 (100%)6 (100%)0 (0%)

Subscriber observation distribution

MeasureValueDenominatorBoundary
Observed rows1,2443,20038.9% have a finite nonnegative integer value.
Missing rows1,9563,200Missing is not zero.
Unique observed values1,1981,244Value uniqueness does not imply unique audiences.
Median11,2101,244Nearest-rank median among observed rows.
90th percentile393,5861,244Nearest-rank value among observed rows.
99th percentile5,296,0321,244Extreme upper-tail value.
Maximum202,615,4731,244Stored metadata; not independently audited reach.
Arithmetic mean460,4601,244Strongly affected by upper-tail values.
Stored count bucketRowsShare of observed
1-99655.2%
100-99918014.5%
1,000-9,99935728.7%
10,000-99,99936028.9%
100,000-999,99919715.8%
1,000,000+856.8%

Metadata-field intersection patterns

MaskDirect routeAliasSubscriberExplicit keyRecordsShare
0001BlankBlankBlankPresent1,87058.4%
1110PresentPresentPresentBlank1,13235.4%
1111PresentPresentPresentPresent1063.3%
0100BlankPresentBlankBlank521.6%
1100PresentPresentBlankBlank260.8%
0000BlankBlankBlankBlank80.3%
0110BlankPresentPresentBlank60.2%

7 of 16 logical patterns occur. Masks use route, alias, subscriber, key order and sum to 3,200 records.

Platform-label and direct-route cross-tab

PlatformLabel mentionsRoute fieldLabel and routeLabel without routeRoute without label
Telegram3,1501,2571,2571,8930
Discord2466180
WhatsApp3211310
Web4011390

Source-family workflow status

Source familyRecordsListed for reviewQuarantinedQuarantine shareCorrected
RealTelegram channel category1,8701,47639421.1%0
TGStat crypto group rating59847512320.6%0
TGStat crypto category55539615928.6%1
Cornix supported group marketplace858411.2%0
Manual provider seed746956.8%0
Public WhatsApp source family121118.3%0
Public Discord source family6600%0

Cornix marketplace sample-size and activity audit

MeasureValueDenominatorBoundary
Cornix marketplace records853,200Exact sourceKind cohort, not the provider market.
Unique / repeated group IDs83 / 2854 records are in repeated-ID groups; not duplicate proof.
Rated / unrated rows46 / 3985Unrated means zero stored reviewers and no star value.
Rows with fewer than 10 reviewers768589.4%; reviewer counts are not deduplicated people.
Reviewer-count median / maximum1 / 3985Nearest-rank record distribution.
Unweighted / reviewer-weighted star mean3.593 / 3.57146Marketplace metadata, not CSR rating or provider conclusion.
Last-month signal median / maximum131 / 3,00085Source-supplied activity quantity, not outcomes.
Weekly values matching monthly * 3 / 138585Within 1e-9; weekly is not an independent observation.
Exchange labels per record1-1885Median 9; compatibility is not safety or execution proof.

Name and alias resolution

MeasureCountDenominatorBoundary
Exact-name collision groups57Not applicableGroup count is not a record percentage.
Records in exact-name groups1243,200Provider slugs requiring another identity key.
Unicode comparison groups77Not applicableOnly non-empty versioned keys shared across slugs.
Records in Unicode comparison groups1723,200Case, combining-mark, and separator variants enter the same non-empty review key.
Records with aliases1,3223,200Presence depends heavily on source-family design.
Providers in normalized shared-alias groups281,322Records requiring source and route reconciliation.

Route and dedupe resolution

MeasureCountDenominatorBoundary
Records with direct routes1,2643,200At least one direct route field is populated.
Direct-route assignments1,2653,200One record has more than one route field, so assignments can exceed records.
Exact shared-route groups9GroupsRaw stored route equality; group count is not a record percentage.
Canonical shared-route records251,264Provider slugs touched by the primary platform-specific profile.
Records without explicit dedupe keys1,2243,200Explicit-field missingness; generator fallback keys can still exist.
Repeated explicit-key groups2GroupsOpaque stored keys requiring record-level inspection.

Cite and download this release

Use the canonical dataset landing page, snapshot date 2026-07-05, source commit 5dcd30b2b1a0da9bacbaeec08244190dae19a49f, and the metric’s stated denominator. The aggregate files below are frozen in public release 91c6a4d3f781fce63acd8b9689a8511b60269370; repository commit 60368e8bdc778678738af1b1534253bdcbd3bd27 preserves the matching internal build.

CryptoSignalsReview Evidence Desk. CryptoSignalsReview Provider Transparency Snapshot 2026-07-05. Published 2026-07-10. https://cryptosignalsreview.com/crypto-signal-provider-transparency-evidence-library/

Aggregate reuse terms: CSR permits quotation and reuse of the aggregate JSON and CSV with attribution to CryptoSignalsReview, the canonical landing page, snapshot date, and frozen source commit. This permission covers CSR’s aggregate analysis only; it does not grant rights in third-party names, marks, routes, or source-catalog content. Reuse must preserve the non-representative, non-verification, and non-performance boundaries.

Dataset boundary

This is a census of records in the CryptoSignalsReview candidate inventory at snapshot 2026-07-05, not a representative survey of every crypto signal provider or every messaging channel. Directory inclusion is discovery evidence only. Missing fields stay missing, platform labels can overlap, and no count proves provider quality, legality, profitability, or safety.

Frozen source: 5dcd30b2b1a0da9bacbaeec08244190dae19a49f. Unit: one unique CSR provider slug. Position: coverage is not endorsement.

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