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generative AI Twitter NodeXL SNA Map and Report for Saturday, 11 February 2023 at 16:47 UTC (experimental version)
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From:
marc_smith
Uploaded on:
February 12, 2023
Short Description:
generative AI via NodeXL https://bit.ly/3HUYHxs
@runwayml
@aaronsiim
@arnaudai
@analogique2018
@helnzhou
@scobleizer
@openai
@google
@measurabledata
@sundarpichai

Top hashtags:
#ai
#chatgpt
#generativeai
#artificialintelligence
#machinelearning
#tech
#customerservice

Description:
Description
The graph represents a network of 17,999 Twitter users whose recent tweets contained "generative AI", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/11/2023 8:47:19 AM. The network was obtained from Twitter on Saturday, 11 February 2023 at 17:02 UTC.

The tweets in the network were tweeted over the 3270-day, 20-hour, 55-minute period from Thursday, 27 February 2014 at 19:51 UTC to Saturday, 11 February 2023 at 16:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 17999
Unique Edges : 11617
Edges With Duplicates : 31840
Total Edges : 43457
Number of Edge Types : 9
Tweet : 5427
Retweet : 12310
MentionsInRetweet : 17373
Replies to : 2175
MentionsInReplyTo : 2548
Mentions : 2789
MentionsInQuote : 325
Quote : 444
MentionsInQuoteReply : 66
Self-Loops : 7073
Reciprocated Vertex Pair Ratio : 0.0296342697441334
Reciprocated Edge Ratio : 0.0575627105952827
Connected Components : 3819
Single-Vertex Connected Components : 2765
Maximum Vertices in a Connected Component : 11180
Maximum Edges in a Connected Component : 31885
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.443003
Graph Density : 6.59616104785266E-05
Modularity : 0.494236
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 17,999 Twitter users whose recent tweets contained "generative AI", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/11/2023 8:47:19 AM. The network was obtained from Twitter on Saturday, 11 February 2023 at 17:02 UTC.

The tweets in the network were tweeted over the 3270-day, 20-hour, 55-minute period from Thursday, 27 February 2014 at 19:51 UTC to Saturday, 11 February 2023 at 16:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : generative AI
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[306] https://www.technologyreview.jp/s/298659/the-original-startup-behind-stable-diffusion-has-launched-a-generative-ai-for-video/
[140] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00340-6
[109] https://venturebeat.com/ai/google-and-microsoft-prepare-dueling-generative-ai-debuts/
[103] https://www.technologyreview.com/2023/02/06/1067897/runway-stable-diffusion-gen-1-generative-ai-for-video/
[99] https://www.wired.com/story/the-generative-ai-search-race-has-a-dirty-secret/
[97] https://twinybots.ch/
[83] https://www.forbes.com/sites/kenrickcai/2023/02/02/things-you-didnt-know-chatgpt-stable-diffusion-generative-ai/?utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[71] https://www.weforum.org/agenda/2023/02/generative-ai-explain-algorithms-work/
[64] https://www.socialmediatoday.com/news/Google-Previews-Bard-Generative-AI-Tool/642133/
[51] https://www.forbes.com/sites/bernardmarr/2023/01/23/how-chatgpt-and-natural-language-technology-might-affect-your-job-if-you-are-a-computer-programmer/

Top URLs in Tweet in G1:
[134] https://www.technologyreview.jp/s/298659/the-original-startup-behind-stable-diffusion-has-launched-a-generative-ai-for-video/
[69] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00340-6
[64] https://www.technologyreview.com/2023/02/06/1067897/runway-stable-diffusion-gen-1-generative-ai-for-video/
[50] https://www.forbes.com/sites/bernardmarr/2023/01/23/how-chatgpt-and-natural-language-technology-might-affect-your-job-if-you-are-a-computer-programmer/
[50] https://www.wired.com/story/the-generative-ai-search-race-has-a-dirty-secret/
[41] https://www.socialmediatoday.com/news/Google-Previews-Bard-Generative-AI-Tool/642133/
[36] https://www.wired.com/story/how-to-spot-generative-ai-text-chatgpt/
[30] https://aizone.cloud/
[29] https://techcrunch.com/2023/02/07/generative-ai-is-building-the-foundation-of-proptechs-next-wave/
[24] https://twinybots.ch/

Top URLs in Tweet in G2:
[90] https://venturebeat.com/ai/google-and-microsoft-prepare-dueling-generative-ai-debuts/
[45] https://www.weforum.org/agenda/2023/02/generative-ai-explain-algorithms-work/
[44] https://twinybots.ch/
[38] https://www.technologyreview.com/2023/02/06/1067897/runway-stable-diffusion-gen-1-generative-ai-for-video/?utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social&utm_source=Twitter
[35] https://open.substack.com/pub/thealgorithmicbridge/p/why-generative-ai-angers-artists
[24] https://www.wired.com/story/the-generative-ai-search-race-has-a-dirty-secret/
[21] https://www.techtarget.com/searchcio/news/365530275/The-accelerating-use-of-generative-AI-may-prompt-US-action
[19] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2023/02/08/chatgpts-impact-on-business-4-applications-for-generative-ai/?sh=20353cac17bf
[19] https://a16z.com/2023/01/19/who-owns-the-generative-ai-platform/
[18] https://www.scmp.com/business/china-business/article/3206376/generative-ai-cloud-computing-and-security-top-tech-trends-watch-2023-alibaba-academy-says

Top URLs in Tweet in G3:
[22] https://twitter.com/runwayml/status/1622594989384519682
[7] https://www.technologyreview.com/2023/02/06/1067897/runway-stable-diffusion-gen-1-generative-ai-for-video/?utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social&utm_source=Twitter
[4] https://www.technologyreview.com/2023/02/06/1067897/runway-stable-diffusion-gen-1-generative-ai-for-video/
[4] https://twitter.com/Jorbbey/status/1624031449534832641/photo/1
[3] https://research.runwayml.com/gen1?utm_source=RunwaySocial&utm_medium=Twitter&utm_campaign=Gen1Launch
[3] https://twitter.com/SteveMills/status/1623770304081272841/photo/1
[3] https://www.startupriders.com/p/spanish-generative-ai?r=qn0h&utm_campaign=post&utm_medium=email
[2] https://twitter.com/runwayml/status/1622594989384519682/video/1
[2] https://twitter.com/80Level/status/1622846256782405634/video/1
[2] https://twitter.com/jradoff/status/1623765453876219905/video/1

Top URLs in Tweet in G4:
[6] https://chuanenlin.medium.com/2022-top-ai-papers-a-year-of-generative-models-a7dcd9109e39
[4] https://twitter.com/michaelmiraflor/status/1620235273098661889/photo/1
[3] https://aaronsim.notion.site/Generative-AI-Database-Types-Models-Sector-URL-API-more-b5196c870594498fb1e0d979428add2d
[3] https://www.linkedin.com/pulse/chatgpt-generative-ai-tips-news-bing-longer-search-engine-steve-nouri/
[2] https://twitter.com/SteveNouri/status/1616033073552044044
[2] https://coffeeforthebrain.com/generative-ai-5-minute/
[2] https://alethea.ai/
[2] https://www.reuters.com/technology/google-says-soon-add-generative-ai-features-search-results-2023-02-08/?taid=63e41c96a72da80001764419&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://a16z.com/2022/11/17/the-generative-ai-revolution-in-games/
[2] https://twitter.com/a16z/status/1620901072872120347/photo/1

Top URLs in Tweet in G5:
[16] https://twitter.com/arnaudai/status/1623359864100601861
[4] https://twitter.com/dymokomi/status/1623490343097503744/photo/1
[2] https://twitter.com/arnaudai/status/1623359864100601861/video/1
[2] https://twitter.com/dymokomi/status/1623520183817244673/photo/1
[2] https://www.youtube.com/watch?v=fTqgWkHiN0k&feature=youtu.be

[2] https://www.technologyreview.com/2023/02/06/1067897/runway-stable-diffusion-gen-1-generative-ai-for-video/
[1] https://usegalileo.ai/
[1] https://airtable.com/shrJeO0kB53yJoAqE
[1] https://www.technologyreview.jp/s/298659/the-original-startup-behind-stable-diffusion-has-launched-a-generative-ai-for-video/
[1] https://twitter.com/i/communities/1601841656147345410

Top URLs in Tweet in G6:
[2] https://www.axios.com/2023/02/06/chatgpt-tech-giants-generative-ai?utm_source=microsoft-start
[1] https://twitter.com/autofarmnetwork/status/1622901933257129984/photo/1
[1] https://twitter.com/i/web/status/1622230893854326785
[1] https://twitter.com/MeasurableData/status/1622230893854326785/photo/1
[1] https://twitter.com/MoneyMorningAU/status/1622792329450127361/photo/1
[1] https://www.proactiveinvestors.com/companies/news/1004943/versus-systems-to-partner-with-resolve-debt-to-bring-generative-ai-and-gamification-to-customer-payments-and-credit-management-1004943.html
[1] https://finance.yahoo.com/news/versus-systems-partner-resolve-bring-133000409.html
[1] https://twitter.com/measurabledata/status/1621858141834203136
[1] https://www.linkedin.com/posts/chatgpt-generative-ai_ai-chatgpt-activity-7028926576721317888-jY_c?utm_source=share&utm_medium=member_desktop
[1] https://twitter.com/darrellheaps/status/1623435082127245313/photo/1

Top URLs in Tweet in G7:
[17] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00340-6
[6] https://www.wired.com/story/the-generative-ai-search-race-has-a-dirty-secret/
[6] https://graile.ai/
[6] https://www.ben-evans.com/presentations
[5] https://www.wired.com/story/the-generative-ai-search-race-has-a-dirty-secret/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[4] https://twitter.com/EricTopol/status/1623003459233681413/photo/1
[4] https://sifted.eu/articles/20-people-ai-europe/
[4] https://sifted.eu/articles/europe-generative-ai-startups/
[3] https://www.wired.com/story/fast-forward-the-chatbot-search-wars-have-begun/?utm_brand=wired&utm_medium=social&mbid=social_twitter&utm_social-type=owned&utm_source=twitter
[3] https://www.wired.com/story/how-to-spot-generative-ai-text-chatgpt/

Top URLs in Tweet in G8:
[5] https://tech.eu/2023/01/23/flawless-brings/
[4] https://blog.google/technology/ai/bard-google-ai-search-updates/
[2] https://twitter.com/arnaudai/status/1623359864100601861
[2] https://www.usegalileo.ai/
[2] https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fvideo%2Fevent%2Furn%3Ali%3AugcPost%3A7028784295171297283%2F
[2] https://twitter.com/AmalgamOfChaos/status/1624186281642151937/photo/1
[2] https://www.technologyreview.com/2023/02/06/1067897/runway-stable-diffusion-gen-1-generative-ai-for-video/
[1] https://twitter.com/AlphaSignalAI/status/1618026300421332993/video/1
[1] https://twitter.com/AlphaSignalAI/status/1623739777978626049/photo/1
[1] https://github.com/microsoft/BioGPT

Top URLs in Tweet in G9:
[29] https://www.newyorker.com/culture/infinite-scroll/is-ai-art-stealing-from-artists
[26] https://twitter.com/WillOremus/status/1623320026483773441/photo/1
[7] https://foundation.app/@Kairos.tsg/tscape/35
[6] https://www.architecturaldigest.com/story/generative-ai-can-help-you-see-design-in-a-new-way-heres-how?utm_source=dlvr.it&utm_medium=twitter
[6] https://open.substack.com/pub/mlearning/p/where-can-generative-ai-be-used-to?r=z7zu8&utm_campaign=post&utm_medium=web
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-023-00340-6
[4] https://twitter.com/vitteospace/status/1623106919370981376/photo/1
[4] https://link.medium.com/Ak4ItSUeexb
[4] https://www.scu.edu/ethics-spotlight/generative-ai-ethics/
[4] https://foundation.app/@Kairos.tsg/tscape/11

Top URLs in Tweet in G10:
[2] https://opensea.io/assets/ethereum/0x495f947276749ce646f68ac8c248420045cb7b5e/35352912083393927108543187446950060217688904889019680279434465530781378805761
[1] https://twitter.com/StevenFonzi312/status/1601079257794740224/photo/1
[1] https://opensea.io/assets/ethereum/0x495f947276749ce646f68ac8c248420045cb7b5e/35352912083393927108543187446950060217688904889019680279434465554970634616833
[1] https://twitter.com/StevenFonzi312/status/1623185317716000768/photo/1
[1] https://opensea.io/assets/ethereum/0x495f947276749ce646f68ac8c248420045cb7b5e/35352912083393927108543187446950060217688904889019680279434465556070146244609
[1] https://twitter.com/StevenFonzi312/status/1623547306749607936/photo/1
[1] https://opensea.io/assets/ethereum/0x495f947276749ce646f68ac8c248420045cb7b5e/35352912083393927108543187446950060217688904889019680279434465557169657872385
[1] https://twitter.com/StevenFonzi312/status/1624272296394342406/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[3163] twitter.com
[411] forbes.com
[317] technologyreview.jp
[226] wired.com
[210] technologyreview.com
[184] venturebeat.com
[174] linkedin.com
[172] nature.com
[154] medium.com
[133] substack.com

Top Domains in Tweet in G1:
[752] twitter.com
[148] forbes.com
[145] technologyreview.jp
[115] wired.com
[114] linkedin.com
[97] technologyreview.com
[80] nature.com
[70] techcrunch.com
[58] socialmediatoday.com
[54] medium.com

Top Domains in Tweet in G2:
[424] twitter.com
[135] venturebeat.com
[76] forbes.com
[66] weforum.org
[61] technologyreview.com
[49] substack.com
[47] a16z.com
[44] twinybots.ch
[37] wired.com
[24] techtarget.com

Top Domains in Tweet in G3:
[52] twitter.com
[14] technologyreview.com
[4] runwayml.com
[3] 80.lv
[3] a16z.com
[3] theverge.com
[3] youtube.com
[3] startupriders.com
[2] medium.com
[2] cnbc.com

Top Domains in Tweet in G4:
[48] twitter.com
[11] mem.ai
[6] medium.com
[5] linkedin.com
[3] notion.site
[3] wired.com
[3] co.za
[2] substack.com
[2] coffeeforthebrain.com
[2] alethea.ai

Top Domains in Tweet in G5:
[36] twitter.com
[3] youtube.com
[2] technologyreview.com
[1] usegalileo.ai
[1] airtable.com
[1] technologyreview.jp
[1] entrepreneur.com
[1] theverge.com

Top Domains in Tweet in G6:
[9] twitter.com
[2] axios.com
[1] proactiveinvestors.com
[1] yahoo.com
[1] linkedin.com

Top Domains in Tweet in G7:
[37] twitter.com
[25] wired.com
[23] nature.com
[12] sifted.eu
[6] graile.ai
[6] ben-evans.com
[4] thelancet.com
[4] techmeme.com
[3] youtube.com
[3] perplexity.ai

Top Domains in Tweet in G8:
[34] twitter.com
[5] tech.eu
[4] blog.google
[3] usegalileo.ai
[3] linkedin.com
[2] github.com
[2] a16z.com
[2] youtube.com
[2] discord.com
[2] technologyreview.com

Top Domains in Tweet in G9:
[101] twitter.com
[30] newyorker.com
[22] foundation.app
[22] youtube.com
[19] medium.com
[19] scu.edu
[12] substack.com
[11] architecturaldigest.com
[6] makersplace.com
[5] theverge.com

Top Domains in Tweet in G10:
[5] opensea.io
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3003] ai
[1033] chatgpt
[988] generativeai
[345] artificialintelligence
[292] machinelearning
[226] tech
[163] customerservice
[152] fintech
[139] google
[137] bard



Top Hashtags in Tweet in G1:
[521] ai
[226] chatgpt
[156] generativeai
[87] artificialintelligence
[69] technology
[68] google
[53] automation
[50] ittraining
[41] generative
[38] tech

Top Hashtags in Tweet in G2:
[705] ai
[363] generativeai
[313] chatgpt
[160] machinelearning
[136] tech
[129] fintech
[85] artificialintelligence
[85] innovation
[66] bard
[60] ml

Top Hashtags in Tweet in G3:
[19] ai
[8] aiart
[6] gen1
[6] aiartnews
[5] artificialintelligence
[2] stablediffusion
[2] generativeart
[2] 3dart
[2] runway
[2] gtc23

Top Hashtags in Tweet in G4:
[224] ai
[13] generativeai
[12] chatgpt
[9] artificialintelligence
[9] datascience
[8] machinelearning
[6] deeplearning
[5] google
[5] ravivisvesvarayasharadaprasad
[3] innovation

Top Hashtags in Tweet in G5:
[10] ai
[6] stablediffusion
[5] generativeai
[1] generativeart
[1] videorevolution
[1] codehighlights
[1] uix
[1] gtc23
[1] productdesign
[1] uidesign

Top Hashtags in Tweet in G6:
[514] ai
[4] chatgpt
[2] autofarm
[2] measurabledata
[2] bing
[2] google
[1] defi

Top Hashtags in Tweet in G7:
[50] ai
[37] manubot
[36] chatgpt
[8] generativeai
[2] generative
[2] scicomm
[1] psychedelics
[1] consciousness
[1] turingdiffusion
[1] criticality

Top Hashtags in Tweet in G8:
[21] ai
[6] generativeai
[5] chatgpt
[3] artificialintelligence
[3] machinelearning
[3] ml
[2] hollywood
[2] ui
[2] video
[1] tech

Top Hashtags in Tweet in G9:
[52] ai
[34] art
[28] chatgpt
[28] generativeai
[26] artificialintelligence
[25] aiart
[23] nft
[21] machinelearning
[19] generative
[14] ethics

Top Words
Top Words in Tweet in Entire Graph:
[19307] ai
[16293] generative
[3388] text
[2997] gen
[2992] #ai
[2839] big
[2825] today
[2615] step
[2592] takes
[2216] chatgpt

Top Words in Tweet in G1:
[3372] ai
[2901] generative
[521] #ai
[520] chatgpt
[450] google
[296] search
[231] stable
[226] #chatgpt
[224] text
[222] more

Top Words in Tweet in G2:
[1935] ai
[1763] generative
[704] #ai
[363] #generativeai
[307] #chatgpt
[257] chatgpt
[246] microsoft
[210] video
[210] used
[206] next

Top Words in Tweet in G3:
[2496] ai
[2373] gen
[1340] generative
[1229] runwayml
[1198] model
[1176] next
[1174] step
[1170] forward
[1169] today
[1168] big

Top Words in Tweet in G4:
[2741] text
[1350] generative
[1184] ai
[1132] aaronsiim
[1005] gpt
[526] dall
[520] craiyon
[506] ai21
[500] cohere
[498] gopher

Top Words in Tweet in G5:
[1299] ai
[1252] generative
[1184] step
[1183] today
[1182] big
[1182] takes
[1152] design
[1142] user
[1141] interface
[1139] arnaudai

Top Words in Tweet in G6:
[532] measurabledata
[514] #ai
[512] ecosystem
[507] partnership
[504] users
[501] strategic
[501] 2m
[501] proud
[501] syncing
[501] present

Top Words in Tweet in G7:
[341] ai
[279] generative
[111] see
[108] chatgpt
[107] miltondp
[106] manuscript
[94] nature
[93] richvn
[90] use
[75] researchers

Top Words in Tweet in G8:
[737] ai
[401] generative
[226] design
[221] interface
[221] user
[219] galileo_ai
[188] alphasignalai
[163] comes
[162] first
[161] product

Top Words in Tweet in G9:
[422] ai
[342] generative
[83] art
[79] newyorker
[69] work
[59] image
[53] google
[49] #ai
[46] generators
[45] chatgpt

Top Words in Tweet in G10:
[416] nft
[416] generative
[416] ai
[414] eth
[414] sale
[412] stevenfonzi312
[242] available
[241] donated
[241] revenue
[241] 15

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13181] generative,ai
[2524] ai,takes
[2519] today,generative
[2517] big,step
[1436] user,interface
[1433] ai,model
[1430] interface,design
[1372] next,big
[1366] comes,user
[1363] step,forward

Top Word Pairs in Tweet in G1:
[2443] generative,ai
[144] chatgpt,generative
[128] generative,#ai
[123] 生成aiが新章突入,stable
[120] stable,diffusion共同開発元が動画版を発表
[102] stable,diffusion
[96] artificial,intelligence
[86] ai,video
[76] ai,mean
[75] search,results

Top Word Pairs in Tweet in G2:
[1307] generative,ai
[281] generative,#ai
[156] used,ai
[115] ai,used
[100] google,microsoft
[95] dueling,generative
[86] microsoft,prepare
[86] prepare,dueling
[82] ai,make
[81] #ai,debuts

Top Word Pairs in Tweet in G3:
[1301] generative,ai
[1176] ai,model
[1170] step,forward
[1170] gen,ai
[1167] big,step
[1167] today,generative
[1166] ai,takes
[1165] uses,language
[1165] language,images
[1165] introducing,gen

Top Word Pairs in Tweet in G4:
[1118] generative,ai
[498] cohere,gopher
[498] gopher,dall
[498] clip,bloom
[498] bloom,cohere
[498] ai2,ai21
[498] gpt,clip
[498] mdm,gpt
[498] ai21,mdm
[498] gpt,gpt

Top Word Pairs in Tweet in G5:
[1228] generative,ai
[1182] big,step
[1182] ai,takes
[1182] today,generative
[1140] user,interface
[1139] interface,design
[1137] comes,user
[1137] design,helnzhou
[1137] takes,big
[1137] excited,announce

Top Word Pairs in Tweet in G6:
[501] #ai,ecosystem
[501] partnership,measurabledata
[501] strategic,partnership
[501] measurabledata,#ai
[501] present,strategic
[501] 2m,syncing
[501] proud,present
[501] ecosystem,app
[501] syncing,users
[501] app,2m

Top Word Pairs in Tweet in G7:
[228] generative,ai
[69] miltondp,'s
[69] use,gpt
[69] adapted,miltondp
[69] manuscript,adapted
[69] 's,january
[69] chatgpt's,predecessor
[69] scientific,manuscript
[69] predecessor,edit
[69] see,use

Top Word Pairs in Tweet in G8:
[379] generative,ai
[221] interface,design
[221] user,interface
[163] comes,user
[160] galileo_ai,first
[160] first,ai
[159] ai,product
[159] trained,thousands
[158] thousands,outstanding
[158] ai,comes

Top Word Pairs in Tweet in G9:
[292] generative,ai
[46] image,generators
[45] ai,art
[30] willoremus,google
[28] kyle,perspective
[28] spoke,kyle
[28] interview,newyorker
[28] art,spoke
[28] rise,generative
[28] whose,work

Top Word Pairs in Tweet in G10:
[416] generative,nft
[416] ai,generative
[414] nft,sale
[241] revenue,donated
[241] piece,available
[241] 15,revenue
[239] stevenfonzi312,piece
[192] available,endless
[192] ebb,flow
[192] 065,eth

Top Replied-To
Top Replied-To in Entire Graph:
@peterdiamandis
@askchadgpt
@airhq
@aicwool
@elonmusk
@runwayml
@sundarpichai
@doctorow
@tunguz
@microsoft

Top Replied-To in G2:
@peterdiamandis
@askchadgpt
@aicwool
@scobleizer
@microsoft
@jwherrman
@mattturck
@iffiviews
@google
@aivasays

Top Replied-To in G3:
@runwayml
@notiansans
@merzmensch
@fabianmosele
@intuitmachine
@juandi_arteaga
@sqcai
@mreflow
@wolfejosh
@naveengrao

Top Replied-To in G4:
@aaronsiim
@elrondkeeper
@olivierlattrez
@christianmbuya
@rudytjandra
@magicology
@springertimo
@jayonchain
@xantefi
@hbcoop_

Top Replied-To in G5:
@stephanieorkuma
@tranhelen
@abacaj
@arnaudai
@gozumighty
@therealadamg
@niggi
@danieldrepper
@helnzhou
@coin_artist

Top Replied-To in G6:
@autofarmnetwork

Top Replied-To in G7:
@francesco_ai
@bexelinitiative
@eghosao
@tunguz
@benedictevans

Top Replied-To in G8:
@lmoroney
@alphasignalai
@arnaudai
@ryanmorrisonjer
@flawlessai
@aguspiza
@svpino
@hhawk
@aiartisans

Top Replied-To in G9:
@mart_compton
@xlr8harder
@zk_brain
@pordede
@gerritd
@giadapistilli
@plasticraptor
@defianceworks
@eriksnft
@promptmuse

Top Mentioned
Top Mentioned in Entire Graph:
@runwayml
@arnaudai
@helnzhou
@aaronsiim
@measurabledata
@autofarmnetwork
@stevenfonzi312
@galileo_ai
@datachaz

Top Mentioned in G1:
@pistakkiomktg
@srinicaps
@estream_studios
@fairlight_cap
@nakajimeeee
@metatech_news
@techcityng
@daopeter

Top Mentioned in G2:
@openai
@microsoft
@google
@khulood_almani
@spirosmargaris
@a16z
@peterdiamandis
@mattprd
@askchadgpt
@techreview

Top Mentioned in G3:
@runwayml
@80level
@stspanho
@wolfejosh
@intuitmachine
@techreview
@mosaicml
@quharrison
@lux_capital
@osmo_labs

Top Mentioned in G4:
@aaronsiim
@datachaz
@bing
@emollick
@runwayml
@arnaudai
@helnzhou
@danielnewmanuv
@imai_eruel

Top Mentioned in G5:
@arnaudai
@helnzhou
@runwayml
@dymokomi
@galileo_ai
@lolasalehu
@xsteenbrugge
@aaronsiim
@peterdiamandis

Top Mentioned in G6:
@measurabledata
@autofarmnetwork
@therewardme
@mailtimeapp
@carlquintanilla
@marymichellenay
@banxaofficial
@metamask
@nextech_ar
@boltmarkets

Top Mentioned in G7:
@miltondp
@richvn
@nature
@wired
@stokel
@erictopol
@natureportfolio
@siftedeu
@magda_skipper
@martin_casado

Top Mentioned in G8:
@galileo_ai
@alphasignalai
@bindureddy
@flawlessai
@runwayml
@saboo_shubham_
@lambdaapi
@helnzhou
@arnaudai
@datachaz

Top Mentioned in G9:
@newyorker
@kelly_mckernan
@chaykak
@willoremus
@mystwolven
@youtube
@scuethics
@othman_utube
@foundation
@santaclarauniv

Top Mentioned in G10:
@stevenfonzi312
@opensea

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@jornalistavitor
@filafresh
@kayemenner
@chidambara09
@gambiste1
@andyvermaut
@robinsnewswire
@alhanda

Top Tweeters in G1:
@knewz_currently
@andyvermaut
@robinsnewswire
@newsoneplace
@crweworld
@kuramato904
@bdnews24
@flashalert_me
@newsfilterio
@topic_tw

Top Tweeters in G2:
@sectest9
@chidambara09
@evankirstel
@ssxman2
@amazingchevvolt
@calcaware
@fintechna
@ricardo_ik_ahau
@taevisionceo
@jamesvgingerich

Top Tweeters in G3:
@ryo694
@josebob21
@sandoly
@mutalabala
@u_akihiro
@jiff01
@head_r
@vincicat
@mikapirhonen
@datascience__

Top Tweeters in G4:
@rvp
@cumkom
@somnium
@tweetmemetokyo
@sociogeeks_
@masaru0714
@morioka
@davecraige
@junjudapi
@allforbigfire

Top Tweeters in G5:
@max_sticks
@timileyin_
@onlytrueisaac
@_bayconii
@laplusdestiny
@itsmisola
@abiolagoid
@kuntakitten
@makotofalcon
@chunchine5

Top Tweeters in G6:
@gambiste1
@otunaishah
@roo_1029
@sabilahbigwin
@abangpiannn97
@xsabunharmonix
@emakbigwin
@andi_fillan
@misstobigwin
@iwillwinagainsi

Top Tweeters in G7:
@john1966olsen
@vonrosenchild
@njdoc
@redot2005
@glynmoody
@marymary0414
@eu504
@robbychu
@ayirpelle
@mtnpoet

Top Tweeters in G8:
@twood3
@jacobussystems
@gtorcat
@rboblee
@shashib
@chido_jwan
@john7istheman
@sbisson
@bihimicimidi
@robinwauters

Top Tweeters in G9:
@frcretweets
@domenicomazzil5
@deccanherald
@simonlporter
@crawlieswithcri
@sandeep_2021
@nftkingforever
@arc_atlantique
@cnbci
@dwaynefuhlhage

Top Tweeters in G10:
@kayemenner
@alhanda
@mellowcello1
@dianamsharpton
@s___h___a___
@collectibulldog
@birdwriter7
@jgmacleodauthor
@bernardfoong
@danielkemp6


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