Add Cloudflare analytics snapshot

README.md

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+---
+license: cc-by-4.0
+pretty_name: Cloudflare Domain Traffic Analytics Snapshot
+language:
+- en
+tags:
+- tabular
+- time-series
+- web-analytics
+- cloudflare
+- dns
+- cdn
+- cybersecurity
+- traffic-analysis
+- anomaly-detection
+- seo
+- parquet
+- duckdb
+- pandas
+- polars
+configs:
+- config_name: accounts
+  data_files:
+  - split: train
+    path: data/accounts.parquet
+- config_name: api_errors
+  data_files:
+  - split: train
+    path: data/api_errors.parquet
+- config_name: data_dictionary
+  data_files:
+  - split: train
+    path: data/data_dictionary.parquet
+- config_name: dns_records
+  data_files:
+  - split: train
+    path: data/dns_records.parquet
+- config_name: email_routing_rules
+  data_files:
+  - split: train
+    path: data/email_routing_rules.parquet
+- config_name: firewall_events
+  data_files:
+  - split: train
+    path: data/firewall_events.parquet
+- config_name: http_daily
+  data_files:
+  - split: train
+    path: data/http_daily.parquet
+- config_name: metric_availability
+  data_files:
+  - split: train
+    path: data/metric_availability.parquet
+- config_name: redirect_list_items
+  data_files:
+  - split: train
+    path: data/redirect_list_items.parquet
+- config_name: redirect_lists
+  data_files:
+  - split: train
+    path: data/redirect_lists.parquet
+- config_name: speed_availability
+  data_files:
+  - split: train
+    path: data/speed_availability.parquet
+- config_name: speed_pages
+  data_files:
+  - split: train
+    path: data/speed_pages.parquet
+- config_name: ssl_certificate_packs
+  data_files:
+  - split: train
+    path: data/ssl_certificate_packs.parquet
+- config_name: web_analytics_rules
+  data_files:
+  - split: train
+    path: data/web_analytics_rules.parquet
+- config_name: web_analytics_sites
+  data_files:
+  - split: train
+    path: data/web_analytics_sites.parquet
+- config_name: zone_settings
+  data_files:
+  - split: train
+    path: data/zone_settings.parquet
+- config_name: zones
+  data_files:
+  - split: train
+    path: data/zones.parquet
+---
+
+# Cloudflare Domain Traffic Analytics Snapshot
+
+This repository is a structured snapshot of Cloudflare data across 200 zones. It combines domain inventory, redirect configuration, DNS metadata, Web Analytics setup, HTTP time series, request dimension groups, real-user page-load and Web Vitals metrics, DNS analytics, firewall aggregates, and Speed API availability into analysis-ready Parquet tables.
+
+The collection window for traffic tables is `2026-04-01T00:00:00Z` to `2026-05-01T00:00:00Z` UTC. The snapshot was generated at `2026-05-01T00:18:53Z`.
+
+The shape is intentionally relational: domains live in `zones`, redirects live in `redirect_list_items`, hourly and daily traffic live in `http_hourly` and `http_daily`, and high-cardinality request slices live in `http_dimension_groups`. That makes the data easy to query with DuckDB, Polars, Pandas, Spark, or `datasets.load_dataset()` without unpacking nested API responses.
+
+## Tables
+
+- `accounts`: 1 rows
+- `api_errors`: 18,287 rows
+- `data_dictionary`: 41 rows
+- `dns_records`: 288 rows
+- `email_routing_rules`: 201 rows
+- `firewall_events`: 947 rows
+- `http_daily`: 5,962 rows
+- `metric_availability`: 6 rows
+- `redirect_list_items`: 100 rows
+- `redirect_lists`: 1 rows
+- `speed_availability`: 200 rows
+- `speed_pages`: 1 rows
+- `ssl_certificate_packs`: 200 rows
+- `web_analytics_rules`: 12 rows
+- `web_analytics_sites`: 12 rows
+- `zone_settings`: 11,200 rows
+- `zones`: 200 rows
+
+`schema/data_dictionary.json` mirrors the table descriptions and important column notes. `metadata/collection_manifest.json` records the collection window, Cloudflare API surfaces, limits, and redaction boundary.
+
+## Quick Start
+
+```python
+from datasets import load_dataset
+
+hourly = load_dataset("Lightcap/cloudflare-domain-traffic-analytics", "http_hourly", split="train")
+paths = load_dataset("Lightcap/cloudflare-domain-traffic-analytics", "http_dimension_groups", split="train")
+zones = load_dataset("Lightcap/cloudflare-domain-traffic-analytics", "zones", split="train")
+```
+
+```sql
+-- DuckDB example after cloning the repo or downloading files
+SELECT
+  zone_name,
+  date_trunc('day', CAST(datetime_hour AS TIMESTAMP)) AS day,
+  sum(requests) AS requests,
+  max(unique_visitors) AS hourly_unique_peak
+FROM 'data/http_hourly.parquet'
+GROUP BY 1, 2
+ORDER BY requests DESC;
+```
+
+## Notes
+
+- Cloudflare exposes aggregate visitor metrics here, not person-level sessions. `unique_visitors` is the Cloudflare `uniq.uniques` value for the chosen interval.
+- RUM performance tables include page-load and rendering timings. They do not represent how long a visitor stayed on a page.
+- Returning visitors, dwell time, bounce rate, and exit pages are not published as direct Cloudflare metrics in this export. `metric_availability` records those gaps explicitly instead of filling them with estimates.
+- Full client IPs, full user-agent strings, query strings, session hashes, and hidden proxied DNS origins are excluded from the public files.
+- Proxied DNS record content is represented by a stable SHA-256 hash. Public redirect targets remain visible because they are part of the observable redirect graph.
+- Rows with `is_limit_boundary = true` reached the configured Cloudflare API limit for that grouping and should be treated as potentially truncated.
+
+Cloudflare references: [GraphQL Analytics API](https://developers.cloudflare.com/analytics/graphql-api/), [Web Analytics metrics](https://developers.cloudflare.com/web-analytics/data-metrics/).
+
+## Suggested Analyses
+
+Traffic seasonality, bot-heavy domains, redirect concentration, anomaly detection, domain portfolio routing, DNS hygiene, cache behavior, country/ASN distribution, status-code drift, and launch-date inference from first observed traffic all work directly from the published tables.

data/accounts.parquet

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+oid sha256:c5206faef160c94df9ce44c39ed4b2050d2d716ad2e1c9b586ebd07f34bbbfea
+size 7645

data/api_errors.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:17b721020888d8a4cc48a1f6c947057a6f0f2a94fa0112b15f6f41135c800212
+size 84080

data/data_dictionary.parquet

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+oid sha256:f6b46d93c52cc120c0aa8102d8bad0e2a4d9206779aa035c07af5b74644b946a
+size 4318

data/dns_records.parquet

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+oid sha256:f128b34674c13fef3ae44c58257822f0a7743ce4d8c696a425c59170b1a0b4e5
+size 36736

data/email_routing_rules.parquet

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+oid sha256:a99462e63e43f33f2d5e159771de750a237d0472c7c514a7e7846b03a652c938
+size 21341

data/firewall_events.parquet

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+oid sha256:fd21d4819bde9ab4aeb4ebfa48cf4a862a1766b6cc7b28ba8857a4a77a18d993
+size 17196

data/http_daily.parquet

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+oid sha256:3d6f0f6a8de793514b6dd8d49267584ff84da97f7d40afe77115b2ec5eef615f
+size 99251

data/metric_availability.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1faeca3d70130b0e050a8794df18acb4a60c2c742fea91f9814198311cf3cecd
+size 5655

data/redirect_list_items.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7ffc1581e71b4a69e8a4df5fe72dcdab070a53fd49ec8494cdfc893fbfe30270
+size 14617

data/redirect_lists.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d440371dc20bee18eeba84394dff5f15dfc27b8c185194291a9900477239043c
+size 7318

data/speed_availability.parquet

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+oid sha256:f8403d32f75038cad4f1691e230f06f3e6f4af667cc2f1d3b2b09a3d546c5dbf
+size 17101

data/speed_pages.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:812d2a882bac0b7ceffa892c4fe264b8d4cf32580a113f4ece32c276e796335f
+size 8769

data/ssl_certificate_packs.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2710a89939e2e6d4db21649a0d9558f9d0bf5b5f0ee6f55c1fb11bab214c8d35
+size 22155

data/web_analytics_rules.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:502c2be60dd7bf58aee77459618009d89bd654fd89e1811892edb598f9a95156
+size 10530

data/web_analytics_sites.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7f79c7f337b127f10681b4df1c95c18230bcf7feed199777fd80aca9802203bb
+size 10719

data/zone_settings.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9340e7ce603d233b2413f1121a0ec79fb79e0cabbb9d4af33514bead12bfe805
+size 16920

data/zones.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:17755d30cd65662fecce7e4583fe3356718cbe6d3bb69212659c256dcffa3fc6
+size 28190

metadata/collection_manifest.json

@@ -0,0 +1,70 @@
+{
+  "analytics_window": {
+    "days_requested": 30,
+    "end_utc": "2026-05-01T00:00:00Z",
+    "start_utc": "2026-04-01T00:00:00Z"
+  },
+  "api_limits": {
+    "adaptive_dimension_group_limit": 1000,
+    "dns_analytics_group_limit": 1000,
+    "firewall_group_limit": 1000,
+    "rum_group_limit": 5000
+  },
+  "generated_at_utc": "2026-05-01T00:18:53Z",
+  "privacy_boundary": {
+    "excluded_public_fields": [
+      "clientIP",
+      "clientRequestQuery",
+      "clientRequestReferer",
+      "userAgent",
+      "sessionIdHash",
+      "proxied DNS origin content",
+      "raw Cloudflare account names",
+      "Cloudflare Web Analytics site tokens"
+    ],
+    "rationale": "The Hugging Face repository is public. Visitor identifiers and hidden infrastructure endpoints are not required for aggregate analytics and would create avoidable privacy/security risk."
+  },
+  "source_surfaces": [
+    "REST /accounts",
+    "REST /zones",
+    "REST /zones/{zone_id}/dns_records",
+    "REST /zones/{zone_id}/settings",
+    "REST /zones/{zone_id}/pagerules",
+    "REST /zones/{zone_id}/rulesets",
+    "REST /zones/{zone_id}/workers/routes",
+    "REST /zones/{zone_id}/ssl/certificate_packs",
+    "REST /zones/{zone_id}/email/routing/rules",
+    "REST /zones/{zone_id}/speed_api/pages",
+    "REST /zones/{zone_id}/speed_api/availabilities",
+    "REST /accounts/{account_id}/rum/site_info/list",
+    "REST /accounts/{account_id}/rulesets",
+    "REST /accounts/{account_id}/rules/lists",
+    "GraphQL httpRequests1dGroups",
+    "GraphQL httpRequests1hGroups",
+    "GraphQL httpRequestsAdaptiveGroups",
+    "GraphQL dnsAnalyticsAdaptiveGroups",
+    "GraphQL firewallEventsAdaptiveGroups",
+    "GraphQL rumPageloadEventsAdaptiveGroups",
+    "GraphQL rumPerformanceEventsAdaptiveGroups",
+    "GraphQL rumWebVitalsEventsAdaptiveGroups"
+  ],
+  "table_counts": {
+    "accounts": 1,
+    "api_errors": 18287,
+    "data_dictionary": 41,
+    "dns_records": 288,
+    "email_routing_rules": 201,
+    "firewall_events": 947,
+    "http_daily": 5962,
+    "metric_availability": 6,
+    "redirect_list_items": 100,
+    "redirect_lists": 1,
+    "speed_availability": 200,
+    "speed_pages": 1,
+    "ssl_certificate_packs": 200,
+    "web_analytics_rules": 12,
+    "web_analytics_sites": 12,
+    "zone_settings": 11200,
+    "zones": 200
+  }
+}

schema/data_dictionary.json

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+[
+  {
+    "column_name": "*",
+    "description": "One row per Cloudflare zone/domain with lifecycle, plan, and nameserver metadata.",
+    "table_name": "zones"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare account-level metadata with account names hashed.",
+    "table_name": "accounts"
+  },
+  {
+    "column_name": "*",
+    "description": "Sanitized DNS record inventory. Proxied record content is hashed, not published.",
+    "table_name": "dns_records"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare zone settings as key/value JSON.",
+    "table_name": "zone_settings"
+  },
+  {
+    "column_name": "*",
+    "description": "Account and zone ruleset metadata.",
+    "table_name": "rulesets"
+  },
+  {
+    "column_name": "*",
+    "description": "Ruleset rule rows, including redirect parameters where present.",
+    "table_name": "ruleset_rules"
+  },
+  {
+    "column_name": "*",
+    "description": "Legacy page rules.",
+    "table_name": "page_rules"
+  },
+  {
+    "column_name": "*",
+    "description": "Account-level bulk redirect list metadata.",
+    "table_name": "redirect_lists"
+  },
+  {
+    "column_name": "*",
+    "description": "Bulk redirect source and target URL rows.",
+    "table_name": "redirect_list_items"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare Web Analytics site installations with tokens hashed.",
+    "table_name": "web_analytics_sites"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare Web Analytics include/exclude rules by host/path.",
+    "table_name": "web_analytics_rules"
+  },
+  {
+    "column_name": "*",
+    "description": "Daily HTTP aggregate metrics with Cloudflare unique visitor counts.",
+    "table_name": "http_daily"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly HTTP aggregate metrics with Cloudflare unique visitor counts.",
+    "table_name": "http_hourly"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly request/byte/threat breakdown by Cloudflare country dimension.",
+    "table_name": "http_hourly_country_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly request breakdown by edge response status.",
+    "table_name": "http_hourly_status_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly request/byte breakdown by response content type.",
+    "table_name": "http_hourly_content_type_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly request breakdown by client SSL protocol.",
+    "table_name": "http_hourly_ssl_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly request breakdown by HTTP protocol.",
+    "table_name": "http_hourly_http_version_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly request breakdown by Cloudflare IP class.",
+    "table_name": "http_hourly_ip_class_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly page-view breakdown by browser family.",
+    "table_name": "http_hourly_browser_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Hourly request breakdown by threat pathing category.",
+    "table_name": "http_hourly_threat_pathing_map"
+  },
+  {
+    "column_name": "*",
+    "description": "Daily adaptive HTTP aggregate groups by path, host, country, device, status, referrer host, ASN, bot, security, protocol, and colo dimensions.",
+    "table_name": "http_dimension_groups"
+  },
+  {
+    "column_name": "*",
+    "description": "Daily DNS analytics groups, when enabled for the zone.",
+    "table_name": "dns_analytics"
+  },
+  {
+    "column_name": "*",
+    "description": "Daily firewall event aggregate groups, when accessible.",
+    "table_name": "firewall_events"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare Web Analytics RUM page-load groups by page, referrer, device, country, browser, OS, and navigation type.",
+    "table_name": "rum_pageload_groups"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare Web Analytics real-user page-load timing groups with average and percentile timing metrics.",
+    "table_name": "rum_performance_groups"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare Web Analytics Core Web Vitals groups with average and percentile LCP, INP/FID, CLS, FCP, and TTFB metrics.",
+    "table_name": "rum_web_vitals_groups"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare Speed API page test definitions, when configured.",
+    "table_name": "speed_pages"
+  },
+  {
+    "column_name": "*",
+    "description": "Cloudflare Speed API quota and test-region availability.",
+    "table_name": "speed_availability"
+  },
+  {
+    "column_name": "*",
+    "description": "Probe results for high-value Cloudflare metrics that may be plan-limited.",
+    "table_name": "metric_availability"
+  },
+  {
+    "column_name": "*",
+    "description": "API surfaces that were unavailable or permission/plan limited during collection.",
+    "table_name": "api_errors"
+  },
+  {
+    "column_name": "unique_visitors",
+    "description": "Cloudflare uniq.uniques from httpRequests1dGroups; this is not a person-level visitor table.",
+    "table_name": "http_daily"
+  },
+  {
+    "column_name": "unique_visitors",
+    "description": "Cloudflare uniq.uniques from httpRequests1hGroups for the hour.",
+    "table_name": "http_hourly"
+  },
+  {
+    "column_name": "is_limit_boundary",
+    "description": "True means row count reached the requested API limit, so the group may be truncated.",
+    "table_name": "http_dimension_groups"
+  },
+  {
+    "column_name": "content_public",
+    "description": "DNS content only when the record is not proxied by Cloudflare.",
+    "table_name": "dns_records"
+  },
+  {
+    "column_name": "content_hash",
+    "description": "Stable SHA-256 hash of DNS content for joins without exposing proxied origins.",
+    "table_name": "dns_records"
+  },
+  {
+    "column_name": "site_token_hash",
+    "description": "Stable SHA-256 hash of the Cloudflare Web Analytics token.",
+    "table_name": "web_analytics_sites"
+  },
+  {
+    "column_name": "visits",
+    "description": "Cloudflare Web Analytics visit count for the grouped page-load events.",
+    "table_name": "rum_pageload_groups"
+  },
+  {
+    "column_name": "page_load_time_avg",
+    "description": "Average real-user page load time from Cloudflare RUM. This is load duration, not time spent on page.",
+    "table_name": "rum_performance_groups"
+  },
+  {
+    "column_name": "largest_contentful_paint_p75",
+    "description": "75th percentile Largest Contentful Paint for the group.",
+    "table_name": "rum_web_vitals_groups"
+  },
+  {
+    "column_name": "target_url",
+    "description": "Target URL from Cloudflare bulk redirects.",
+    "table_name": "redirect_list_items"
+  }
+]