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Releases: ipanalytics/IP-Knowledge-Layer

IP Knowledge Layer data 2026-08-17T13:23:11Z

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IP Knowledge Layer data-20260817-132311Z

Automated data release generated at 2026-08-17T13:23:11Z.

GitHub Release: data-20260817-132311Z

Highlights

  • 138,408 normalized knowledge records
  • 138,408 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 104,354
satellite-internet 14,690
anonymity 11,932
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,761
Tor 11,932
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,761
sat-geoip 14,690
tor-radar 11,932
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-17T07:35:09Z

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IP Knowledge Layer data-20260817-073509Z

Automated data release generated at 2026-08-17T07:35:09Z.

GitHub Release: data-20260817-073509Z

Highlights

  • 138,423 normalized knowledge records
  • 138,423 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 104,353
satellite-internet 14,690
anonymity 11,948
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,760
Tor 11,948
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,760
sat-geoip 14,690
tor-radar 11,948
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-17T02:06:03Z

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IP Knowledge Layer data-20260817-020603Z

Automated data release generated at 2026-08-17T02:06:03Z.

GitHub Release: data-20260817-020603Z

Highlights

  • 138,463 normalized knowledge records
  • 138,463 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 104,353
satellite-internet 14,690
anonymity 11,988
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,760
Tor 11,988
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,760
sat-geoip 14,690
tor-radar 11,988
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-16T18:58:10Z

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IP Knowledge Layer data-20260816-185810Z

Automated data release generated at 2026-08-16T18:58:10Z.

GitHub Release: data-20260816-185810Z

Highlights

  • 138,461 normalized knowledge records
  • 138,461 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 104,355
satellite-internet 14,690
anonymity 11,984
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,762
Tor 11,984
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,762
sat-geoip 14,690
tor-radar 11,984
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-16T13:13:16Z

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IP Knowledge Layer data-20260816-131316Z

Automated data release generated at 2026-08-16T13:13:16Z.

GitHub Release: data-20260816-131316Z

Highlights

  • 138,453 normalized knowledge records
  • 138,453 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 104,353
satellite-internet 14,690
anonymity 11,978
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,760
Tor 11,978
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,760
sat-geoip 14,690
tor-radar 11,978
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-16T07:10:39Z

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IP Knowledge Layer data-20260816-071039Z

Automated data release generated at 2026-08-16T07:10:39Z.

GitHub Release: data-20260816-071039Z

Highlights

  • 138,461 normalized knowledge records
  • 138,461 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 104,355
satellite-internet 14,690
anonymity 11,984
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,762
Tor 11,984
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,762
sat-geoip 14,690
tor-radar 11,984
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-16T02:07:54Z

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IP Knowledge Layer data-20260816-020754Z

Automated data release generated at 2026-08-16T02:07:54Z.

GitHub Release: data-20260816-020754Z

Highlights

  • 138,381 normalized knowledge records
  • 138,381 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 104,353
satellite-internet 14,690
anonymity 11,906
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,760
Tor 11,906
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,760
sat-geoip 14,690
tor-radar 11,906
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-15T18:59:03Z

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IP Knowledge Layer data-20260815-185903Z

Automated data release generated at 2026-08-15T18:59:03Z.

GitHub Release: data-20260815-185903Z

Highlights

  • 138,327 normalized knowledge records
  • 138,327 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 104,355
satellite-internet 14,690
anonymity 11,850
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,760
Tor 11,850
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,094

Sources

Source Records
azure 77,814
aws 16,760
sat-geoip 14,690
tor-radar 11,850
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,094
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-15T13:10:34Z

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IP Knowledge Layer data-20260815-131034Z

Automated data release generated at 2026-08-15T13:10:34Z.

GitHub Release: data-20260815-131034Z

Highlights

  • 138,344 normalized knowledge records
  • 138,344 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 104,353
satellite-internet 14,690
anonymity 11,869
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,760
Tor 11,869
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,760
sat-geoip 14,690
tor-radar 11,869
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.

IP Knowledge Layer data 2026-08-15T07:08:25Z

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IP Knowledge Layer data-20260815-070825Z

Automated data release generated at 2026-08-15T07:08:25Z.

GitHub Release: data-20260815-070825Z

Highlights

  • 138,340 normalized knowledge records
  • 138,340 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 104,355
satellite-internet 14,690
anonymity 11,863
crawler-bot 7,432

Top Providers

Provider Records
Azure 77,814
AWS 16,762
Tor 11,863
GitHub 7,428
starlink 6,305
viasat 4,671
The Trade Desk 2,615
Amazon 2,059
Oracle Cloud 1,102
Google Cloud 1,092

Sources

Source Records
azure 77,814
aws 16,762
sat-geoip 14,690
tor-radar 11,863
crawler-scope 7,432
github-meta 7,428
oracle-cloud 1,102
gcp-cloud 1,092
gcp-goog 114
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.