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.
No signup, payment, wallet connection, or credentials are required.
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 status
Records
Share
Not CSR verified
2,517
78.7%
Quarantined by CSR quality audit
683
21.3%
Verification level
Records
Share
Listed for review
2,517
78.7%
Likely weak signal-provider record; excluded from signal-provider recommendations
679
21.2%
Likely airdrop or giveaway community; excluded from signal-provider recommendations
2
0.1%
Likely project or airdrop community; excluded from signal-provider recommendations
1
<0.1%
Likely wallet or news channel record; excluded from signal-provider recommendations
1
<0.1%
Result-sheet status
Records
Share
No CSR-reviewed result sheet
2,517
78.7%
Not applicable until crypto signal relevance is confirmed
683
21.3%
Source families
Source kind
Records
Share
RealTelegram channel category
1,870
58.4%
TGStat crypto group rating
598
18.7%
TGStat crypto category
555
17.3%
Cornix supported group marketplace
85
2.7%
Manual provider seed
74
2.3%
Public WhatsApp source family
12
0.4%
Public Discord source family
6
0.2%
Exact discovery-source URL concentration
Measure
Value
Denominator
Boundary
Unique exact source URLs
74
Not applicable
Exact trimmed strings; not an independent-source count.
Distinct source hostnames
47
Not applicable
Lowercase hostname with a leading www removed.
Records on largest exact URL
1,870
3,200
58.4% of inventory records; not market share.
Records on top five exact URLs
2,245
3,200
70.2% of inventory records.
Records on top ten exact URLs
2,643
3,200
82.6% of inventory records.
Singleton exact URLs
42
74
URL frequency, not record percentage.
Record-concentration index
0.3502
Exact URL record shares
Sum of squared shares; not an authority score.
Effective source URL count
2.86
Reciprocal of concentration index
Descriptive equivalent count, not real-world source count.
Declared source-registry reconciliation
Measure
Value
Denominator
Boundary
Unique declared source URLs
38
38
Exact trimmed registry strings.
Distinct source URLs used by provider rows
74
Not applicable
Used URLs can be shared across many records.
Matched provider assignments
3,127
3,200
97.7% exact registry agreement.
Unmatched provider assignments
73
3,200
All are manual source-family rows; mismatch is not a provider verdict.
Used undeclared URLs
44
74
Distinct used routes absent from the declared registry.
Unused declared URLs
8
38
Declared registry routes without a provider-row assignment.
Top platform labels
Platform label
Records
Share
Telegram Channel
2,426
75.8%
Telegram Group
598
18.7%
Cornix / Telegram
85
2.7%
WhatsApp
21
0.7%
Telegram / Web
20
0.6%
Discord
10
0.3%
Telegram
7
0.2%
Discord / Web
6
0.2%
Website / Web
3
0.1%
Telegram / Web / Cornix automation
2
0.1%
Telegram / WhatsApp / Web
2
0.1%
WhatsApp / Telegram
2
0.1%
WhatsApp / Web
2
0.1%
Discord / AO Shadow / Bybit automation
1
<0.1%
Discord / business investing forex crypto
1
<0.1%
Country labels
Country label
Records
Share
Global
2,213
69.2%
Ukraine
150
4.7%
India
145
4.5%
Iran
140
4.4%
China
134
4.2%
Ethiopia
131
4.1%
Belarus
93
2.9%
Kazakhstan
64
2%
Russia
58
1.8%
Uzbekistan
55
1.7%
Kyrgyzstan
17
0.5%
Language labels
Language label
Records
Share
Multilingual
2,121
66.3%
Russian
151
4.7%
Ukrainian / Russian
150
4.7%
English / Hindi
145
4.5%
Persian
140
4.4%
Chinese / English
134
4.2%
English / Amharic
131
4.1%
English
80
2.5%
Russian / Kazakh
64
2%
Uzbek
55
1.7%
Russian / Kyrgyz
17
0.5%
English / multilingual
12
0.4%
Country-language label source bias
Measure
Value
Denominator
Boundary
Exact country labels
11
Label values
Includes Global; not a count of verified countries served.
Exact language labels
12
Label values
Composite and broad values remain separate exact strings.
Exact country-language pairs
13
Pair values
Classification pairs, not verified regional provider classes.
Rows labeled Global
2,213
3,200
69.2%; not operator or audience geography.
Rows labeled Multilingual
2,121
3,200
66.3%; not message-level language detection.
Non-global rows
987
3,200
All 987 come from two TGStat source families.
Rows in single-pair source families
2,047
3,200
5 of 7 source families use one fixed pair.
Source URLs with one locale pair
73
74
3,114 records sit on those exact URLs.
Rows matching source-URL modal pair
3,199
3,200
Source-taxonomy agreement, not provider-locale verification.
Registry-matched complete pair
3,125
3,127
Internal manifest agreement; two matched rows differ.
Source family
Records
Country labels
Language labels
Non-global rows
Dominant pair
RealTelegram channel category
1,870
1
1
0
Global / Multilingual (1,870)
TGStat crypto group rating
598
9
9
501
Global / Multilingual (97)
TGStat crypto category
555
11
10
486
Belarus / Russian (73)
Cornix supported group marketplace
85
1
1
0
Global / Multilingual (85)
Manual provider seed
74
1
1
0
Global / English (74)
Public WhatsApp source family
12
1
1
0
Global / English / multilingual (12)
Public Discord source family
6
1
1
0
Global / English (6)
Quarantine classes
Quarantine class
Records
Share
Quarantined project/community candidate
426
13.3%
Quarantined airdrop/giveaway candidate
241
7.5%
Quarantined weak-name candidate
11
0.3%
Quarantined non-signal candidate
3
0.1%
Quarantined airdrop/project community candidate
1
<0.1%
Quarantined project/news channel candidate
1
<0.1%
Quality flag among quarantined records
Records
Share
weak-project-or-miniapp-candidate
427
62.5%
weak-airdrop-or-giveaway-candidate
242
35.4%
weak-provider-name
11
1.6%
likely-non-signal-candidate
3
0.4%
malformed-scraped-name
1
0.1%
Field coverage
Field
Records present
Coverage
What presence means
Discovery source URL
3,200
100%
The public route from which the candidate entered the inventory.
Direct route field
1,264
39.5%
At least one provider-specific messaging or website field is populated.
Telegram URL
1,257
39.3%
A stored Telegram route, not automatic ownership proof.
TGStat URL
1,153
36%
A TGStat route is retained.
Catalog URL
1,955
61.1%
A category or directory route is retained.
Subscriber count
1,244
38.9%
A public count is stored.
Aliases
1,322
41.3%
At least one alternative name is stored.
Search-intent terms
161
5%
At least one editorial query term is stored.
Detailed editorial dossier
18
0.6%
Four narrative research fields are all populated.
Quality note
684
21.4%
A correction or quarantine note is populated.
Explicit dedupe key
1,976
61.8%
An opaque source or comparison key is populated; fallback identity logic is separate.
Selected field coverage by source family
Source family
Records
Direct route
Aliases
Subscriber observation
Explicit key
RealTelegram channel category
1,870
0 (0%)
0 (0%)
0 (0%)
1,870 (100%)
TGStat crypto group rating
598
598 (100%)
598 (100%)
598 (100%)
0 (0%)
TGStat crypto category
555
555 (100%)
555 (100%)
555 (100%)
21 (3.8%)
Cornix supported group marketplace
85
85 (100%)
85 (100%)
85 (100%)
85 (100%)
Manual provider seed
74
26 (35.1%)
66 (89.2%)
0 (0%)
0 (0%)
Public WhatsApp source family
12
0 (0%)
12 (100%)
0 (0%)
0 (0%)
Public Discord source family
6
0 (0%)
6 (100%)
6 (100%)
0 (0%)
Subscriber observation distribution
Measure
Value
Denominator
Boundary
Observed rows
1,244
3,200
38.9% have a finite nonnegative integer value.
Missing rows
1,956
3,200
Missing is not zero.
Unique observed values
1,198
1,244
Value uniqueness does not imply unique audiences.
Median
11,210
1,244
Nearest-rank median among observed rows.
90th percentile
393,586
1,244
Nearest-rank value among observed rows.
99th percentile
5,296,032
1,244
Extreme upper-tail value.
Maximum
202,615,473
1,244
Stored metadata; not independently audited reach.
Arithmetic mean
460,460
1,244
Strongly affected by upper-tail values.
Stored count bucket
Rows
Share of observed
1-99
65
5.2%
100-999
180
14.5%
1,000-9,999
357
28.7%
10,000-99,999
360
28.9%
100,000-999,999
197
15.8%
1,000,000+
85
6.8%
Metadata-field intersection patterns
Mask
Direct route
Alias
Subscriber
Explicit key
Records
Share
0001
Blank
Blank
Blank
Present
1,870
58.4%
1110
Present
Present
Present
Blank
1,132
35.4%
1111
Present
Present
Present
Present
106
3.3%
0100
Blank
Present
Blank
Blank
52
1.6%
1100
Present
Present
Blank
Blank
26
0.8%
0000
Blank
Blank
Blank
Blank
8
0.3%
0110
Blank
Present
Present
Blank
6
0.2%
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
Platform
Label mentions
Route field
Label and route
Label without route
Route without label
Telegram
3,150
1,257
1,257
1,893
0
Discord
24
6
6
18
0
WhatsApp
32
1
1
31
0
Web
40
1
1
39
0
Source-family workflow status
Source family
Records
Listed for review
Quarantined
Quarantine share
Corrected
RealTelegram channel category
1,870
1,476
394
21.1%
0
TGStat crypto group rating
598
475
123
20.6%
0
TGStat crypto category
555
396
159
28.6%
1
Cornix supported group marketplace
85
84
1
1.2%
0
Manual provider seed
74
69
5
6.8%
0
Public WhatsApp source family
12
11
1
8.3%
0
Public Discord source family
6
6
0
0%
0
Cornix marketplace sample-size and activity audit
Measure
Value
Denominator
Boundary
Cornix marketplace records
85
3,200
Exact sourceKind cohort, not the provider market.
Unique / repeated group IDs
83 / 2
85
4 records are in repeated-ID groups; not duplicate proof.
Rated / unrated rows
46 / 39
85
Unrated means zero stored reviewers and no star value.
Rows with fewer than 10 reviewers
76
85
89.4%; reviewer counts are not deduplicated people.
Reviewer-count median / maximum
1 / 39
85
Nearest-rank record distribution.
Unweighted / reviewer-weighted star mean
3.593 / 3.571
46
Marketplace metadata, not CSR rating or provider conclusion.
Last-month signal median / maximum
131 / 3,000
85
Source-supplied activity quantity, not outcomes.
Weekly values matching monthly * 3 / 13
85
85
Within 1e-9; weekly is not an independent observation.
Exchange labels per record
1-18
85
Median 9; compatibility is not safety or execution proof.
Name and alias resolution
Measure
Count
Denominator
Boundary
Exact-name collision groups
57
Not applicable
Group count is not a record percentage.
Records in exact-name groups
124
3,200
Provider slugs requiring another identity key.
Unicode comparison groups
77
Not applicable
Only non-empty versioned keys shared across slugs.
Records in Unicode comparison groups
172
3,200
Case, combining-mark, and separator variants enter the same non-empty review key.
Records with aliases
1,322
3,200
Presence depends heavily on source-family design.
Providers in normalized shared-alias groups
28
1,322
Records requiring source and route reconciliation.
Route and dedupe resolution
Measure
Count
Denominator
Boundary
Records with direct routes
1,264
3,200
At least one direct route field is populated.
Direct-route assignments
1,265
3,200
One record has more than one route field, so assignments can exceed records.
Exact shared-route groups
9
Groups
Raw stored route equality; group count is not a record percentage.
Canonical shared-route records
25
1,264
Provider slugs touched by the primary platform-specific profile.
Records without explicit dedupe keys
1,224
3,200
Explicit-field missingness; generator fallback keys can still exist.
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.
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.
Original analysis of 3,200 crypto signal provider candidate records: platform concentration, verification gaps, quarantine rates, sources, and missing evidence.