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Releases: ipanalytics/IP-Knowledge-Layer

IP Knowledge Layer data 2026-05-30T04:37:29Z

30 May 04:37
@github-actions github-actions
data-20260530-043729Z
56f82a8

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IP Knowledge Layer data 2026-05-30T04:37:29Z Latest
Latest

IP Knowledge Layer data-20260530-043729Z

Automated data release generated at 2026-05-30T04:37:29Z.

GitHub Release: data-20260530-043729Z

Highlights

  • 129,957 normalized knowledge records
  • 129,957 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,108
anonymity 11,423
satellite-internet 11,232
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,958
Tor 11,423
GitHub 6,703
starlink 5,404
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,958
tor-radar 11,423
sat-geoip 11,232
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
Assets 9
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IP Knowledge Layer data 2026-05-29T20:59:42Z

29 May 21:00
@github-actions github-actions
data-20260529-205942Z
cda899a

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IP Knowledge Layer data 2026-05-29T20:59:42Z

IP Knowledge Layer data-20260529-205942Z

Automated data release generated at 2026-05-29T20:59:42Z.

GitHub Release: data-20260529-205942Z

Highlights

  • 129,957 normalized knowledge records
  • 129,957 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,108
anonymity 11,423
satellite-internet 11,232
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,958
Tor 11,423
GitHub 6,703
starlink 5,404
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,958
tor-radar 11,423
sat-geoip 11,232
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-29T16:26:32Z

29 May 16:27
@github-actions github-actions
data-20260529-162632Z
4d0f312

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IP Knowledge Layer data 2026-05-29T16:26:32Z

IP Knowledge Layer data-20260529-162632Z

Automated data release generated at 2026-05-29T16:26:32Z.

GitHub Release: data-20260529-162632Z

Highlights

  • 129,961 normalized knowledge records
  • 129,961 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,106
anonymity 11,429
satellite-internet 11,232
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,956
Tor 11,429
GitHub 6,703
starlink 5,404
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,956
tor-radar 11,429
sat-geoip 11,232
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-29T10:32:16Z

29 May 10:32
@github-actions github-actions
data-20260529-103216Z
1aee9db

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IP Knowledge Layer data 2026-05-29T10:32:16Z

IP Knowledge Layer data-20260529-103216Z

Automated data release generated at 2026-05-29T10:32:16Z.

GitHub Release: data-20260529-103216Z

Highlights

  • 129,976 normalized knowledge records
  • 129,976 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,106
anonymity 11,444
satellite-internet 11,232
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,956
Tor 11,444
GitHub 6,703
starlink 5,404
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,956
tor-radar 11,444
sat-geoip 11,232
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-29T04:55:41Z

29 May 04:56
@github-actions github-actions
data-20260529-045541Z
ad57371

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IP Knowledge Layer data 2026-05-29T04:55:41Z

IP Knowledge Layer data-20260529-045541Z

Automated data release generated at 2026-05-29T04:55:41Z.

GitHub Release: data-20260529-045541Z

Highlights

  • 129,989 normalized knowledge records
  • 129,989 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,105
anonymity 11,459
satellite-internet 11,231
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,955
Tor 11,459
GitHub 6,703
starlink 5,403
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,955
tor-radar 11,459
sat-geoip 11,231
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-28T20:58:00Z

28 May 20:58
@github-actions github-actions
data-20260528-205800Z
5dbb407

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IP Knowledge Layer data 2026-05-28T20:58:00Z

IP Knowledge Layer data-20260528-205800Z

Automated data release generated at 2026-05-28T20:58:00Z.

GitHub Release: data-20260528-205800Z

Highlights

  • 129,971 normalized knowledge records
  • 129,971 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,089
anonymity 11,457
satellite-internet 11,231
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,939
Tor 11,457
GitHub 6,703
starlink 5,403
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,939
tor-radar 11,457
sat-geoip 11,231
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-28T16:40:23Z

28 May 16:40
@github-actions github-actions
data-20260528-164023Z
968b4aa

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IP Knowledge Layer data 2026-05-28T16:40:23Z

IP Knowledge Layer data-20260528-164023Z

Automated data release generated at 2026-05-28T16:40:23Z.

GitHub Release: data-20260528-164023Z

Highlights

  • 129,971 normalized knowledge records
  • 129,971 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,089
anonymity 11,457
satellite-internet 11,231
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,939
Tor 11,457
GitHub 6,703
starlink 5,403
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,939
tor-radar 11,457
sat-geoip 11,231
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-28T10:39:45Z

28 May 10:40
@github-actions github-actions
data-20260528-103945Z
7cf1890

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IP Knowledge Layer data 2026-05-28T10:39:45Z

IP Knowledge Layer data-20260528-103945Z

Automated data release generated at 2026-05-28T10:39:45Z.

GitHub Release: data-20260528-103945Z

Highlights

  • 129,948 normalized knowledge records
  • 129,948 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,089
anonymity 11,434
satellite-internet 11,231
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,939
Tor 11,434
GitHub 6,703
starlink 5,403
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,939
tor-radar 11,434
sat-geoip 11,231
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-28T04:53:25Z

28 May 04:53
@github-actions github-actions
data-20260528-045325Z
c526617

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IP Knowledge Layer data 2026-05-28T04:53:25Z

IP Knowledge Layer data-20260528-045325Z

Automated data release generated at 2026-05-28T04:53:25Z.

GitHub Release: data-20260528-045325Z

Highlights

  • 129,897 normalized knowledge records
  • 129,897 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,037
anonymity 11,436
satellite-internet 11,230
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,887
Tor 11,436
GitHub 6,703
starlink 5,402
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,887
tor-radar 11,436
sat-geoip 11,230
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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IP Knowledge Layer data 2026-05-27T20:35:52Z

27 May 20:36
@github-actions github-actions
data-20260527-203552Z
df5ba78

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IP Knowledge Layer data 2026-05-27T20:35:52Z

IP Knowledge Layer data-20260527-203552Z

Automated data release generated at 2026-05-27T20:35:52Z.

GitHub Release: data-20260527-203552Z

Highlights

  • 129,919 normalized knowledge records
  • 129,919 prefix records
  • 0 ASN signals
  • 12 sources
  • 1 collector errors

Files To Pull

The same files are committed under data/current and attached to the GitHub Release for this run.

BASE="https://raw.githubusercontent.com/ipanalytics/IP-Knowledge-Layer/main/data/current"

curl -fsSLO "$BASE/summary.json"
curl -fsSLO "$BASE/source-index.json"
curl -fsSLO "$BASE/ip-knowledge.jsonl"
curl -fsSLO "$BASE/ip-knowledge.csv"
curl -fsSLO "$BASE/cloud-prefixes.csv"
curl -fsSLO "$BASE/asn-signals.csv"
curl -fsSLO "$BASE/cidr-tags.txt"

Current Files

File Direct URL
data/current/summary.json summary.json
data/current/source-index.json source-index.json
data/current/ip-knowledge.jsonl ip-knowledge.jsonl
data/current/ip-knowledge.csv ip-knowledge.csv
data/current/cloud-prefixes.csv cloud-prefixes.csv
data/current/asn-signals.csv asn-signals.csv
data/current/cidr-tags.txt cidr-tags.txt

Layers

Layer Records
hosting-cloud 100,033
anonymity 11,462
satellite-internet 11,230
crawler-bot 7,194

Top Providers

Provider Records
Azure 75,248
AWS 15,883
Tor 11,462
GitHub 6,703
starlink 5,402
viasat 4,523
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,078
Google Cloud 967

Sources

Source Records
azure 75,248
aws 15,883
tor-radar 11,462
sat-geoip 11,230
crawler-scope 7,194
github-meta 6,703
oracle-cloud 1,078
gcp-cloud 967
gcp-goog 111
fastly 21
cloudflare-v4 15
cloudflare-v6 7

Collector Errors

Collector Error
collect_vpn_asn local VPN ASN summary not found; skipped in standalone runs

Notes

  • ASN signals are aggregate provider-to-ASN evidence, not raw VPN IP publication.
  • Snapshot retention keeps compact summary snapshots only; full current data is in data/current and release assets.
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