Datasets of Interest
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September 2025
|
AI Agents
|
Jelena Zec & Jeff Flynn & Robert Li & Lucas Kirshenbaum — Citi Ventures
|
Agentic commerce at scale: Why startups are key in building robust AI-powered shopping experiences
|
https://www.citi.com/ventures/perspectives/opinion/agentic-commerce-why-startups-are-key.html
|
September 2025
|
AI Agents
|
Laura Salesse — Eight Roads - Fintech x AI
|
part 2 : The rise of agentic payment infrastructure
|
https://www.linkedin.com/pulse/fintech-x-ai-part-2-rise-agentic-payment-laura-salesse-bo5re/?trackingId=jlR6snACTke4JoApBF9qsQ%3D%3D
|
September 2025
|
Biopharma AI
|
Emergent Ventures
|
AI Opportunities in Biopharma: Early Signals
|
https://www.emergent.vc/blog/opportunities-for-ai-in-biopharma-early-signals
|
September 2025
|
Construction AI
|
Varad Mohod — Plug and Play Ventures
|
What’s Next for AI in Construction Tech?
|
https://www.linkedin.com/posts/varad-mohod_whats-next-for-ai-in-construction-tech-activity-7369043759516319744-7RFp
|
September 2025
|
AI Data Center
|
Future Energy Ventures
|
Data Center Market Map
|
https://www.linkedin.com/posts/futureenergyventures_data-center-market-map-by-fev-activity-7368913517925597185-3tiS
|
September 2025
|
AI Data Center
|
Fortino Capital Partners
|
AI is reshaping the MSP industry, what are the opportunities?
|
https://www.fortinocapital.com/blog/ai-reshaping-msp-industry-what-are-opportunities
|
September 2025
|
Energy AI
|
Remarkable Ventures Climate
|
AI and Energy Market Landscape, version 2: 195 AI Companies Powering the Future of Energy
|
https://airtable.com/app68AZGbQLyNhrDh/shrVJy9bskvpPt4cs/tblzlhqtg9LdBo8YV
|
September 2025
|
Fintech AI
|
Anirudh Sathya
|
A market map of all the M&A/PE tech companies that I know of
|
https://www.linkedin.com/posts/anirudh-sathya_pe-mergers-marketmap-activity-7372688330553053184-nn0a
|
September 2025
|
Healthcare AI
|
dentaiware
|
The Dental AI & Software Market Map
|
https://www.linkedin.com/posts/andreas-augat_ai-and-software-are-reshaping-dentistry-activity-7369342247227539456-Noiq
|
September 2025
|
Healthcare AI
|
Specter
|
EU HealthTech Landscape 2025
|
https://insights.tryspecter.com/eu-healthtech-landscape-2025/
|
September 2025
|
Healthcare AI
|
HealthTechX Global
|
Healthtech AI and Automation I & UK Market Map
|
https://www.linkedin.com/posts/derrick-khor_how-many-homegrown-clinical-ai-and-automation-activity-7373989206966059008-rFPz
|
September 2025
|
Healthcare AI
|
Cathy Gao & Misty Liao & Callum Kuo & Aditya Reddy — Sapphire Ventures
|
The AI Healthcare Stack: Data Activation, Automation and the 10x Provider
|
https://sapphireventures.com/blog/ai-healthcare-stack-data-automation-10x-provider-2025/
|
September 2025
|
Legaltech AI
|
CB Insights
|
The legaltech market map
|
https://www.linkedin.com/posts/jason-salt_140-companies-making-the-case-for-legal-activity-7376326108415389696-ntNO
|
September 2025
|
AI Observability
|
Paweł Huryn
|
The Ultimate Guide to AI Observability and Evaluation Platforms
|
https://www.productcompass.pm/p/ai-observability-evaluation-platforms
|
September 2025
|
Procurement AI
|
Amedeo Lorenzotti — M13
|
Market Map: Gov't Contracting Technology
|
https://www.linkedin.com/posts/amedeo-lorenzotti-847b39166_founders-are-showing-up-where-the-incumbents-activity-7372377686867886081-QPIt/
|
September 2025
|
AI Search
|
Rebecca Rodseth & Marc Wu & Teddy Cohen — Activant Capital
|
Enterprise Search Is Entering a New Era
|
https://activantcapital.com/research/enterprise-search-is-entering-a-new-era
|
September 2025
|
AI Startups
|
Theory Ventures
|
A Living Market Map
|
https://theoryvc.com
|
September 2025
|
AI Everything Else
|
Daisy Zhao & Olivia Moore — a16z - The AI-Native Office Suite
|
Can AI Do Work For You?
|
https://a16z.com/the-ai-native-office-suite-can-ai-do-work-for-you/
|
September 2025
|
AI Everything Else
|
GoHub Ventures
|
European Defense Tech Market Map
|
https://x.com/GoHubVentures/status/1968213404822409235
|
September 2025
|
AI Everything Else
|
Priscilla Russo — Redpoint Ventures
|
Design at the Speed of AI
|
https://www.linkedin.com/pulse/design-speed-ai-priscilla-russo-8kevc/
|
September 2025
|
AI Everything Else
|
Patricia Haueiss
|
Australia’s AI Ecosystem
|
https://ai-in-australia.com/
|
August 2025
|
AI Agents
|
CB Insights
|
The AI Agent Tech Stack: The Infrastructure Powering Autonomous AI
|
https://www.linkedin.com/posts/jason-salt_the-ai-agent-tech-stack-the-infrastructure-activity-7363322879712624640-Acfp
|
August 2025
|
AI Agents
|
Leo Lu & Joanne Chen — Foundation Capital
|
How AI agents will redefine market research
|
https://foundationcapital.com/how-ai-agents-will-redefine-user-research/
|
August 2025
|
AI Agents
|
Joanna Graiver — OpenOcean
|
The state of agentic AI in 2025: what’s working, what isn’t, and what’s next
|
https://www.openocean.vc/articles/the-state-of-agentic-ai-in-2025-whats-working-what-isnt-and-whats-next
|
August 2025
|
AI Agents
|
Eric Zhou & Yoko Li & Seema Amble & Jennifer Li — a16z
|
The Rise of Computer Use and Agentic Coworkers
|
https://a16z.com/the-rise-of-computer-use-and-agentic-coworkers/
|
August 2025
|
AI Agents
|
dealroom.co
|
1.5k+ AI Agents
|
https://app.dealroom.co/lists/53885
|
August 2025
|
AI App Builders
|
Gabriel Vasquez & Stephenie Zhang & and Yoko Li — a16z
|
One Prompt, Zero Engineers: Your New Internal Dev
|
https://a16z.com/one-prompt-zero-engineers-your-new-internal-dev/
|
August 2025
|
AI Browsers
|
Can Gurel — Delphi Intelligence
|
Browser Wars Got Personal
|
https://www.delphiintelligence.io/research/browser-wars-got-personal
|
August 2025
|
Consumer AI
|
Olivia Moore & Daisy Zhao — a16z
|
The Top 100 Gen AI Consumer Apps 5th Edition
|
https://a16z.com/100-gen-ai-apps-5/
|
August 2025
|
AI Customer Support
|
Norwest
|
AI Native Customer Support Market Map
|
https://www.linkedin.com/posts/norwest-venture-partners_this-year-alone-organizations-around-the-activity-7361461976708911105-uP3C
|
August 2025
|
AI DevTools
|
Janelle Teng & Lauri Moore & Lindsey Li & Libbie Frost — Bessemer Venture Partners
|
Roadmap: Developer Tooling for Software 3.0
|
https://www.bvp.com/atlas/roadmap-developer-tooling-for-software-3-0
|
August 2025
|
Fintech AI
|
Dave Wang
|
I mapped 81 AI companies disrupting Wall Street
|
https://www.linkedin.com/posts/davewangmia_i-mapped-81-ai-companies-disrupting-wall-activity-7358518819625000960-578I
|
August 2025
|
Fintech AI
|
Alloy Alchemist Fund
|
AI Compliance for Financial Institutions
|
https://docs.google.com/spreadsheets/d/1vKnqE19OIcOpIlaptbbmIiA8ZsWxN9QVLoi8G4pUtaQ/edit?gid=0#gid=0
|
August 2025
|
Healthcare AI
|
Zach Teiger
|
AI is Impacting the Way We Track
|
https://zachteiger.substack.com/p/ai-is-impacting-the-way-we-track?r=1q9x6c
|
August 2025
|
Healthcare AI
|
Fiat Ventures
|
The Healthcare & Fintech Market Map
|
https://www.fiat.vc/post/the-healthcare-and-fintech-market-map
|
August 2025
|
Logistics AI
|
Chelsea Zhang & Christo Ritter & Ali Afridi — Equal Ventures
|
Logistics x AI | The First Wave of Gen AI
|
https://newsletter.equal.vc/p/logistics-ai
|
August 2025
|
Open Models
|
LMArena
|
August 2025: Top 10 Open Models by Provider (Text)
|
https://www.linkedin.com/posts/lmarena_openmodels-aitrends-activity-7361462179671265281-k9uT
|
August 2025
|
Open Models
|
Nathan Lambert & Florian Brand — Interconnects
|
Ranking the Chinese Open Model Builders
|
https://www.interconnects.ai/p/chinas-top-19-open-model-labs
|
August 2025
|
AI Security
|
Sapphire Ventures
|
State of Cybersecurity: Growth, Risk, and Resilience
|
https://sapphireventures.com/blog/state-of-cybersecurity-growth-risk-and-resilience/
|
August 2025
|
AI Software Development
|
Stellaris Venture Partners
|
Building in AI x SDLC
|
https://www.linkedin.com/posts/vardhan-dharnidharka_so-stellaris-venture-partners-created-a-market-activity-7363819358747303936-l5Gn
|
August 2025
|
Voice AI
|
Sierra Ventures
|
Transforming Voice: Market Map of 150+ Voice AI Companies
|
https://www.sierraventures.com/content/voice-ai-market-map
|
August 2025
|
AI Everthing Else
|
Katy Rea — Bessemer Venture Partners
|
Roadmap: Public Safety AI
|
https://www.bvp.com/atlas/roadmap-public-safety-ai
|
August 2025
|
AI Everthing Else
|
Denise Teng — Gradient
|
Always-On Iteration: How AI Transforms Product Feedback, Analytics, and Prototyping
|
https://www.gradient.com/blog/posts/how-ai-transforms-product-feedback/
|
August 2025
|
AI Everthing Else
|
The Techshop SGR
|
Agentic AI: Italy
|
https://www.linkedin.com/posts/techshopcapital_agentic-ai-italy-is-on-the-mapactually-activity-7366788974897520640-aoZ3
|
July 2025
|
AI Agents
|
Venky Ganesan & Rama Sekhar & Feyza Haskaraman & Sam Borja — Menlo Ventures
|
Security for Agents and Agents for Security: The Next Cybersecurity Frontier
|
https://menlovc.com/perspective/security-for-agents-and-agents-for-security-the-next-cybersecurity-frontier/
|
July 2025
|
AI Agents
|
CB Insights
|
The top 20 AI agents startups by revenue
|
https://www.linkedin.com/posts/mcarrelli_ai-agents-are-turning-into-revenue-machines-activity-7353958030763298816-vLwr
|
July 2025
|
AI Automation
|
Anna Bosch — b2venture
|
Europe's Industrial Moment: Why AI Automation is the Key to Revitalizing Manufacturing Competitiveness
|
https://www.b2venture.vc/stories/europes-industrial-moment-why-ai-automation-is-the-key-to-revitalizing-manufacturing-competitiveness
|
July 2025
|
AI Compliance
|
Shruti Batra — QED Investors
|
AI's Compliance Takeover
|
https://www.qedinvestors.com/blog/ais-compliance-takeover
|
July 2025
|
Consumer AI
|
NEA
|
The Current #13: Context in Consumer AI
|
https://www.linkedin.com/pulse/current-13-context-consumer-ai-new-enterprise-associates-jg0hc/
|
July 2025
|
Energy AI
|
Remarkable Ventures Climate
|
Our AI x Energy Market Map
|
https://www.linkedin.com/posts/remarkable-ventures-climate_climate-climateai-aienergy-activity-7351259697485627392-vLCv
|
July 2025
|
Enterprise AI
|
George Mathew & Hunter Korn & Ash Tutika & William Blackwell - Insight Partners
|
The race to secure enterprise AI
|
https://www.insightpartners.com/ideas/securing-ai/
|
July 2025
|
Fintech AI
|
Noah Gross — Scale Venture Partners
|
Where’s my AI banker? Why financial services is lagging on AI adoption
|
https://www.scalevp.com/insights/wheres-my-ai-banker-why-financial-services-is-lagging-on-ai-adoption/
|
July 2025
|
Government AI
|
Olivia Levine — Greenfield Partners
|
The Quiet Rise of AI in Government
|
https://www.greenfield-growth.com/blog-posts/the-quiet-rise-of-ai-in-government
|
July 2025
|
Healthcare AI
|
Sundeep Peechu & Tobi Coker & Eric Flaningam — Felicis Ventures
|
Healthcare's Trillion-Dollar Admin Problem
|
https://www.felicis.com/insight/healthcare-ai-admin
|
July 2025
|
AI Infrastructure
|
Astasia Myers & Dan Bartus — Felicis Ventures
|
Routing the Future: Model Routing Will Decide Who Wins in AI Infrastructure
|
https://www.felicis.com/insight/model-routing
|
July 2025
|
Insurance AI
|
Christo Ritter & Adam Chadroff & and Ali Afridi — Equal Ventures
|
Insurance x AI | The First Wave of Gen AI in P&C
|
https://newsletter.equal.vc/p/insurance-ai-market-map
|
July 2025
|
Legal AI
|
Legaltech Hub
|
LTH AI Agents in Legal Map: July 2025
|
https://www.legaltechnologyhub.com/contents/lth-ai-agents-in-legal-map-july-2025/
|
July 2025
|
Legal AI
|
Specter
|
🧑⚖️ Legal AI Landscape
|
https://insights.tryspecter.com/legal-ai-landscape-2025/
|
July 2025
|
AI Real Estate
|
Pi Labs
|
Real AI for Real Assets
|
https://www.linkedin.com/posts/pi-labs-ltd-_sneak-peek-of-the-paper-activity-7349020184923283458-Fu0r
|
July 2025
|
AI Security
|
Insight Ventures
|
The race to secure enterprise AI
|
https://www.insightpartners.com/ideas/securing-ai/
|
July 2025
|
Voice AI
|
Inside/VC
|
Voice AI Market Map
|
https://www.linkedin.com/posts/insidevc_voice-infrastructure-middleware-activity-7354086305967865858-1M1z
|
July 2025
|
AI Everything Else
|
Florian Seemann — P9
|
The State of AI-First Services Today
|
https://medium.com/point-nine-news/the-state-of-ai-first-services-today-648e5816e89d
|
July 2025
|
AI Everything Else
|
Brighteye Ventures
|
Research Tools: breaching new frontiers
|
https://www.brighteyevc.com/post/research-tools-breaching-new-frontiers
|
July 2025
|
AI Everything Else
|
Cherie Hu — Water & Music
|
Music Tech Investment and M&A
|
https://www.linkedin.com/posts/cheriehu_musictech-musicbusiness-venturecapital-activity-7345787020016840705-uxpi
|
June 2025
|
AI Agents
|
Huang et al.
|
DEEP RESEARCH AGENTS: A SYSTEMATIC EXAMINATION AND ROADMAP
|
https://arxiv.org/pdf/2506.18096#page=5
|
June 2025
|
AI Agents
|
Sahar Mor — AI Tidbits
|
The Open-Source Toolkit for Building AI Agents v2
|
https://www.aitidbits.ai/p/open-source-agents-updated
|
June 2025
|
Consumer AI
|
Shawn Carolan, Amy Wu Martin, C.C. Gong, Sam Borja — Menlo Ventures
|
2025: The State of Consumer AI
|
https://menlovc.com/perspective/2025-the-state-of-consumer-ai/
|
June 2025
|
AI Data
|
Einat Orr — LakeFS
|
The State of Data and AI Engineering 2025
|
https://lakefs.io/blog/the-state-of-data-ai-engineering-2025/
|
June 2025
|
AI DevTools
|
ICONIQ Capital
|
2025 State of AI Report: The Builder’s Playbook
|
https://www.iconiqcapital.com/growth/reports/2025-state-of-ai
|
June 2025
|
AI DevTools
|
Chris Millisits - Antler
|
Market Map AI Agents: Engineering
|
https://www.antler.co/blog/ai-market-map-engineering
|
June 2025
|
AI DevTools
|
Jenny Xiao & Liang Wu & Jay Zhao - Leonis Capital
|
MCPs: Value Creation, Capture, and Destruction—Lessons from the API Era
|
https://leonisnewsletter.substack.com/p/mcps-value-creation-capture-and-destructionlesso
|
June 2025
|
AI DevTools
|
Javier Redondo — Scale Venture Partners
|
MCP is the new WWW
|
https://www.scalevp.com/insights/mcp-is-the-new-www/
|
June 2025
|
AI DevTools
|
AI Insider
|
Exploring AI Insider’s Market Map: Model Development & Deployment
|
https://theaiinsider.tech/2025/06/04/exploring-ai-insiders-market-map-model-development-deployment/
|
June 2025
|
Healthcare AI
|
Charge
|
The Healthcare AI Governance Market Map
|
https://www.linkedin.com/posts/charge-health-ai_ai-is-transforming-healthcare-but-it-also-activity-7336019128035475456-ZHcs
|
June 2025
|
Healthcare AI
|
AlbionVC
|
European HealthTech Market Map 2025
|
https://albion.vc/spotlight/deep-dives/european-healthtech-market-map-2025/
|
June 2025
|
InsurTech AI
|
Plug and Play Insurtech
|
Customer Service & Support Conversational & Voice AI
|
https://www.linkedin.com/posts/gonzalo-calle-santiago_customerservice-virtualagents-aiinnovation-activity-7338238612406218752-YUX4
|
June 2025
|
AI Marketing
|
Henry Shi
|
Market Map of AI Ad-Gen Tools
|
https://www.linkedin.com/posts/henrythe9th_ive-spent-100m-on-ads-as-a-founder-and-activity-7335640153769562116-ndd-
|
June 2025
|
AI Marketing
|
Zach Cohen & Seema Amble — a16z
|
Faster, Smarter, Cheaper: AI Is Reinventing Market Research
|
https://a16z.com/ai-market-research/
|
June 2025
|
AI Marketing
|
Varun Ramakrishnan — SignalFire
|
AI is reshaping B2B GTM with signals you’re still ignoring
|
https://www.signalfire.com/blog/ai-is-reshaping-b2b-gtm-with-signals-youre-ignoring
|
June 2025
|
AI Security
|
Wickey Wang — SafenAI.org
|
The AI Cybersecurity Frontier: 100 Emerging Startups to Watch (2021-2024)
|
https://wickey.substack.com/p/the-ai-cybersecurity-frontier-100
|
June 2025
|
AI Security
|
Malika Aubakirova — a16z
|
Next-Gen Pentesting: AI Empowers the Good Guys
|
https://a16z.com/next-gen-pentesting-ai-empowers-the-good-guys/
|
June 2025
|
AI Security
|
James Berthoty — Latio
|
2025 Latio AI Security Report
|
https://applied-gai-in-security.ghost.io/agentic-security-marketmap/
|
June 2025
|
AI Software QA/Testing
|
Jacob Conger & Ram Raval — Headline
|
AI Can Write Code. Who Makes Sure It Works?
|
https://headline.com/blog-latest/article-latest/ai-can-write-code-who-makes-sure-it-works
|
June 2025
|
Supply Chain AI
|
Activant Capital
|
AI is Rewriting the Rules of Supply Chain
|
https://activantcapital.com/research/ai-is-rewriting-the-rules-of-supply-chain
|
June 2025
|
AI Video
|
Nic Mitham
|
The AI Video Stack: Status By Company
|
https://www.linkedin.com/posts/nicmitham_aivideo-fullstack-shortformvideo-activity-7335359142515142656-h3Gx
|
June 2025
|
AI Video
|
Justine Moore — a16z
|
New market map: AI video generation
|
https://x.com/venturetwins/status/1935367302834495832
|
June 2025
|
Voice AI
|
Ivan Landabaso — Startup Riders
|
Voice AI Market Map 2025
|
https://www.linkedin.com/posts/ivanlandabaso_ai-startups-voiceagents-activity-7343518092620148737-1VQ7
|
June 2025
|
Voice AI
|
Anna Chen & Vivek Ramaswami — Madrona
|
Voice Is Going Vertical: How Verticalized Voice AI Is Becoming the Next Killer App
|
https://www.madrona.com/voice-is-going-vertical-how-verticalized-voice-ai-is-becoming-the-next-killer-app/
|
June 2025
|
AI Everything Else
|
Machine Cinema
|
AI Storytelling Market Map Q3 2025
|
https://text.machinecinema.ai/p/ai-storytelling-market-map-q3-2025
|
May 2025
|
AI Agents
|
b2venture
|
The Market Map of AI Voice & Call Center Agents
|
https://www.b2venture.vc/stories/the-market-map-of-ai-voice-call-center-agents
|
May 2025
|
AI Agents
|
Tanay Jaipuria — Wing VC
|
AI App Builder Agents: Default Tool Choices
|
https://www.linkedin.com/posts/tanayjaipuria_80-of-new-databases-on-neon-were-created-activity-7333552988696829953-boOp
|
May 2025
|
AI Agents
|
Scott Wingo — Retailgentic
|
Retailgentic Ecosystem as of 5/8/25
|
https://www.retailgentic.com/p/retailgentic-ecosystem-as-of-5825
|
May 2025
|
AI Agents
|
Scott Wingo — Retailgentic - Agentic Payments
|
The Essential Building Block for the Agentic Shopping Future.
|
https://www.retailgentic.com/p/agentic-payments-the-essential-building
|
May 2025
|
AI Data
|
AI Insider
|
Layer 2 Data Structure and Processing market map
|
https://www.linkedin.com/posts/ai-insider-intel_layer-2-market-map-activity-7331600550217551874-Xgzz
|
May 2025
|
AI Drug Discovery
|
Scale Venture Partners
|
The future of biological foundation models and value creation in AI-driven drug discovery
|
https://www.scalevp.com/insights/the-future-of-biological-foundation-models-and-value-creation-in-ai-driven-drug-discovery/
|
May 2025
|
AI Drug Discovery
|
CB Insights
|
The AI in drug R&D market map
|
https://www.cbinsights.com/research/ai-drug-research-development-market-map/
|
May 2025
|
Enterprise AI
|
Lightspeed
|
AI Enterprise Market Map: Cutting through the hype
|
https://lsvp.com/stories/ai-enterprise-market-map-cutting-through-the-hype/
|
May 2025
|
AI Hardware and Inference
|
AI Insider
|
Market Map: AI Hardware and Datacenter enablers
|
https://www.linkedin.com/posts/ai-insider-intel_ai-chips-gpus-activity-7329150192421703683-k4uw
|
May 2025
|
AI Hardware and Inference
|
AlbionVC & Beauhurst
|
UK Future of Compute Market Map
|
https://albion.vc/spotlight/deep-dives/the-future-of-compute-mini-market-map/
|
May 2025
|
AI Hardware and Inference
|
Wing VC
|
The AI Inference Stack
|
https://www.linkedin.com/pulse/ai-inference-stack-jake-flomenberg-rsppc/
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Dataset Card for 2025 AI Market Maps
- Last Updated: 28 September 2025
- Curated By: Joy Larkin
- Language(s) (NLP): English
- License: MIT
- Repository: https://github.com/joylarkin/Awesome-AI-Market-Maps
- Blog: https://cleverhack.com/ai-market-maps-curated-intelligence-from-leading-vcs-analysts-practitioners
Dataset Description
An Awesome List of Artificial Intelligence Startup Market Maps from 2025 and 2024.
Now featuring 275+ AI Market Maps by top VCs, industry analysts, and AI practitioners.
As these things go, this awesome list was inspired out of an ongoing personal frustration — I have been searching for a frequently updated and well-resourced list of recent AI-related market maps. Since I couldn't find a comprehensive resource which met my needs, I decided to build something substantial for the greater community.
METHODOLOGY
The list is currently organized by quarter, to illustrate hot AI topics as they are discussed and how fast the industry is evolving, mostly focusing on market maps from 2025 and 2024. My current data collection workflow includes ChatGPT, Google Gemini, Exa Websets, Liner, human-in-the-loop curation, and some other methods.
ADD OR UPDATE A MARKET MAP
Named AI market maps, landscapes, blog posts with market maps, and related AI industry positioning (such as top XX lists) are fine.
📩 DM me
OR
💬 Tweet at me @joy OR Connect with me on LinkedIn
🙌 Spread the word.
❤️s are appreciated.
Dataset Structure
- CSV files are derived from the GitHub README.md file.
- The CSV file will be named as to date of extraction: Day Month FullYear.
- The current column structure is: Date, Category, Author, Title, URL.
Dataset Warnings
⚠️ Despite best efforts at linting, please be aware of stray commas or other punctuation.
⚠️ In some fields, troublesome punctuation has been removed/transformed versus the original format.
⚠️ Dataset content will typically lag the GitHub repo, the CSV is updated bimonthly.
⚠️ Category classification is human and capricious.
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Size of downloaded dataset files:
53.5 kB
Size of the auto-converted Parquet files:
32.4 kB
Number of rows:
313