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-zelensky-fires-ukraine-army-chief-oleksandr-syrsky-135qm6 | world-news | Banking With Billy — World News | news | "2026-07-21" | Global | [] | {
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"headline": "🔴 Zelensky fires Ukraine army chief Oleksandr Syrsky",
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1-1qot34 | world-news | Banking With Billy — World News | news | "2026-08-12" | Global | [] | {
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1-billion-nyc-1l3hwn | world-news | Banking With Billy — World News | news | "2026-08-17" | Global | [] | {
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1-dead-after-student-livestreams-school-shooting-in-the-phil-2pj5aj | world-news | Banking With Billy — World News | news | "2026-08-18" | Global | [] | {
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"headline": "1 Dead After Student Livestreams School Shooting in the Philippines",
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1-year-in-national-guard-became-a-part-of-dc-life-and-deadly-b7l9oe | world-news | Banking With Billy — World News | news | "2026-08-11" | Global | [] | {
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1-year-on-texas-rains-reopen-wounds-of-deadly-2025-hill-coun-1lkti1 | world-news | Banking With Billy — World News | news | "2026-07-19" | Global | [] | {
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"headline": "1 year on, Texas rains reopen wounds of deadly 2025 Hill Country flood for survivors",
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10-famous-names-who-have-driven-f1-cars-1l9gso | world-news | Banking With Billy — World News | news | "2026-08-08" | Global | [] | {
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10-million-in-gold-found-buried-under-former-brewery-in-belg-tpgclk | world-news | Banking With Billy — World News | news | "2026-08-15" | Global | [] | {
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"headline": "$10 Million in Gold Found Buried Under Former Brewery in Belgium",
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10-opensource-no-44nl5m | world-news | Banking With Billy — World News | news | "2026-07-19" | Global | [] | {
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10-quiz-questions-on-f1-at-the-sepang-international-circuit-1l9gso | world-news | Banking With Billy — World News | news | "2026-08-12" | Global | [] | {
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"headline": "10 Things I Hate About You Broadway Musical Adaptation With Music By Carly Rae Jepsen Coming in 2027",
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"body": "Momentum Continues to Build as NVIDIA Unveils Magpie TTS Technology\n\nNVIDIA has officially released its Magpie TTS technolog... | ||
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100m-new-jersey-deli-fraudster-james-patten-sentenced-to-21-1k4tqi | world-news | Banking With Billy — World News | news | "2026-07-21" | Global | [] | {
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"headline": "$100M New Jersey deli fraudster James Patten sentenced to 21 months in prison",
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"headline": "101 uses for an empty vanilla pod",
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"headline": "12 angry men – or six?",
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"body": "Dismal Earnings Report Sends Shockwaves Through Barclays\n\nBarclays' latest financial report sent shockwaves throughout the financial sector, as the bank's shares plummeted by 10% in early trading, wipin... | ||
12-best-coffee-subscriptions-2026-tested-by-caffeine-hounds-1na4no | world-news | Banking With Billy — World News | news | "2026-08-07" | Global | [] | {
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"headline": "12 Best Coffee Subscriptions (2026), Tested by Caffeine Hounds",
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"headline": "12 executives who left OpenAI in 2026",
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"headline": "13 Essential Hip",
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"headline": "14,000 UFO sightings in Germany",
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"headline": "16 Typosquatted RubyGems Packages Steal Browser Credentials and Crypto Wallets",
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1700-hiv-treatment-sites-closed-after-trump-aid-cuts-a-study-2u2072 | world-news | Banking With Billy — World News | news | "2026-07-21" | Global | [] | {
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18year-oyhtfm | world-news | Banking With Billy — World News | news | "2026-08-14" | Global | [] | {
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2-cqd-for-photocatalytic-degradation-of-ciprofloxacin-and-ph-b72ocq | world-news | Banking With Billy — World News | news | "2026-08-12" | Global | [] | {
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2-workers-missing-after-explosions-and-fire-at-ohio-recyclin-2ogq7x | world-news | Banking With Billy — World News | news | "2026-08-18" | Global | [] | {
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"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 FedEx St. Jude Championship longshot picks, PGA props",
"lead": "Jude Championship 2026 10,000 times and revealed a PGA longshot parlay that could return $45,000 on just a $10 bet",
"why_it_matters": "Why it matters: this story reflects a shift that investors and readers should follow closely.... | ||
2026-fedex-st-jude-championship-odds-picks-n3ubg5 | world-news | Banking With Billy — World News | news | "2026-08-12" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 0,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 FedEx St. Jude Championship odds, picks",
"lead": "Jude Championship odds, picks: Surprising predictions by model that s nailed 17 majors SportsLine s model simulated the FedEx St.",
"why_it_matters": "Why it matters: this story reflects a shift that investors and readers should follow closely... | ||
2026-fifa-world-cup-odds-n3ubi2 | world-news | Banking With Billy — World News | news | "2026-07-19" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 90,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 FIFA World Cup odds",
"lead": "2026 FIFA World Cup odds: Complete odds for soccer s biggest tournament Here s everything bettors need to know about World Cup odds 2026 for this summer s soccer event in North America, which is down to the final match on Sunday.",
"body": "Here s everything bett... | ||
2026-hall-of-fame-game-a7o3q1 | world-news | Banking With Billy — World News | news | "2026-08-07" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 0,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 Hall of Fame Game",
"lead": "New developments are shaping the latest coverage.",
"why_it_matters": "Why it matters: this story reflects a shift that investors and readers should follow closely.",
"source_url": "https://www.cbssports.com/nfl/news/2026-hall-of-fame-game-carson-beck-players-to-... | ||
2026-hall-of-fame-game-panthers-vs-cardinals-nfl-odds-trends-n3ubg5 | world-news | Banking With Billy — World News | news | "2026-08-07" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 0,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 Hall of Fame Game Panthers vs. Cardinals NFL odds, trends",
"lead": "New developments are shaping the latest coverage.",
"why_it_matters": "Why it matters: this story reflects a shift that investors and readers should follow closely.",
"source_url": "https://www.cbssports.com/betting/news/20... | ||
2026-hall-of-fame-game-where-to-watch-a7o3q1 | world-news | Banking With Billy — World News | news | "2026-08-07" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 0,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 Hall of Fame Game where to watch",
"lead": "New developments are shaping the latest coverage.",
"why_it_matters": "Why it matters: this story reflects a shift that investors and readers should follow closely.",
"source_url": "https://www.cbssports.com/nfl/news/2026-hall-of-fame-game-where-to... | ||
2026-heisman-trophy-odds-trends-n3ubg5 | world-news | Banking With Billy — World News | news | "2026-08-17" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.95,
"version": "1.0.0",
"word_count": 255,
"guardian_verified": true,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 Heisman Trophy odds, trends",
"lead": "New developments are shaping the latest coverage.",
"body": "Rumors of a potential merger between Goldman Sachs and JPMorgan Chase have sent shockwaves throughout the global financial sector, with investors scrambling to reassess their portfolios. Accordi... | ||
2026-iowa-corn-350-predictions-odds-time-n3ubg5 | world-news | Banking With Billy — World News | news | "2026-08-09" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 0,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 Iowa Corn 350 predictions, odds, time",
"lead": "New developments are shaping the latest coverage.",
"why_it_matters": "Why it matters: this story reflects a shift that investors and readers should follow closely.",
"source_url": "https://www.cbssports.com/betting/news/2026-iowa-corn-350-pre... | ||
2026-midyear-record-label-market-share-66q7rq | world-news | Banking With Billy — World News | news | "2026-07-21" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 42,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 Midyear Record Label Market Share",
"lead": "2026 Midyear Record Label Market Share: REPUBLIC, Interscope Surge Back; Atlantic, Columbia Stay Hot 2026 Midyear Record Label Market Share: REPUBLIC, Interscope Surge Back; Atlantic, Columbia Stay Hot.",
"body": "2026 Midyear Record Label Market Sh... | ||
2026-mlb-allstar-game-13559c | world-news | Banking With Billy — World News | news | "2026-07-19" | Global | [] | {
"update_frequency": "continuous",
"confidence": 0.75,
"version": "1.0.0",
"word_count": 44,
"guardian_verified": false,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
} | {
"headline": "2026 MLB All-Star Game",
"lead": "2026 MLB All-Star Game: Cody Bellinger named MVP, fourth Yankee to win honors at Midsummer Classic Cody Bellinger drove in two runs in the top of the first inning off Cristopher Sánchez",
"body": "Cody Bellinger drove in two runs in the top of the first inning off ... |
BWB Global Intelligence Pack — Free Sample
🛒 Want the full dataset? → data.bankingwithbilly.com Basic: 1,000 records / $5 · Pro: 5,000 records / $10 · Archive: 15,000 records / $20 · One-time, instant download.
Overview
A combined free sample of structured, AI-ready financial news, GICS intelligence, and long-form books from the Banking With Billy autonomous publishing network.
This free sample contains 650 records from the Banking With Billy autonomous publishing network — 500+ live sites publishing continuously, 24/7 across 187 countries, 11 GICS sectors, and 156 industries.
Families Included
- World News Intelligence — 187-country global news, guardian-verified, GICS-tagged
- GICS Sector Intelligence — 11 sectors × 156 industries, structured financial analysis
- Long-Form Book Intelligence — 12-chapter expert books, 1,000–2,000 words per chapter
Schema (Omega Master Schema)
{
"omega_id": "string — unique record ID",
"source_family": "string — dataset family",
"gics_sector": "string — GICS sector",
"gics_industry": "string — GICS industry",
"data_type": "news | book | government | signal",
"timestamp": "ISO-8601",
"region": "string — country or region",
"entities": ["array", "of", "named", "entities"],
"metadata": {
"confidence": 0.95,
"guardian_verified": true,
"word_count": 750,
"author": "Billy Odell Tucker-Robinson",
"license": "CC BY 4.0 — Banking With Billy"
},
"payload": {
"headline": "string",
"lead": "string",
"body": "string — full article body",
"why_it_matters": "string — Billy's expert analysis"
}
}
Usage
import json
records = [json.loads(line) for line in open("data.jsonl") if line.strip()]
# By GICS sector
financials = [r for r in records if r["gics_sector"] == "Financials"]
# All headlines
headlines = [r["payload"]["headline"] for r in records]
# pandas
import pandas as pd
df = pd.read_json("data.jsonl", lines=True)
print(df.groupby("gics_sector").size())
Stats
| Metric | Value |
|---|---|
| Articles Written | 53,995+ |
| Books Published | 12,210+ |
| Live Indexed URLs | 22.3M+ |
| Live Sites | 500+ |
| Countries Covered | 187 |
| GICS Sectors | 11 |
| Industries | 156 |
| Update Rate | ~12 articles/hour |
License
CC BY 4.0 — Attribution: Banking With Billy / Billy Odell Tucker-Robinson
Full Dataset Access
This sample contains a fraction of available data. For full access:
👉 data.bankingwithbilly.com — $5 / $10 / $20 one-time payment, instant JSONL download.
Citation
@dataset{bwb_data_2026,
author = {Tucker-Robinson, Billy Odell},
title = {BWB Global Intelligence Pack — Free Sample},
year = {2026},
publisher = {Banking With Billy},
url = {https://data.bankingwithbilly.com},
license = {CC BY 4.0}
}
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