The graph represents a network of 10,267 Twitter users whose recent tweets contained "marketing (AI OR ChatGPT)", 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 3/1/2023 12:00:00 AM and 4/6/2023 7:49:38 AM. The network was obtained from Twitter on Thursday, 06 April 2023 at 15:07 UTC.
The tweets in the network were tweeted over the 1862-day, 5-hour, 33-minute period from Thursday, 01 March 2018 at 09:15 UTC to Thursday, 06 April 2023 at 14:49 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
Vertices : 10267
Unique Edges : 5904
Edges With Duplicates : 19491
Total Edges : 25395
Number of Edge Types : 9
Retweet : 5120
MentionsInRetweet : 6778
Replies to : 2239
MentionsInReplyTo : 3737
Tweet : 5060
Mentions : 2188
Quote : 131
MentionsInQuote : 125
MentionsInQuoteReply : 17
Self-Loops : 6173
Reciprocated Vertex Pair Ratio : 0.0308548305513404
Reciprocated Edge Ratio : 0.0598626104023552
Connected Components : 2970
Single-Vertex Connected Components : 1907
Maximum Vertices in a Connected Component : 3693
Maximum Edges in a Connected Component : 13434
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.979223
Graph Density : 9.66783794563206E-05
Modularity : 0.436528
NodeXL Version : 1.0.1.511
Data Import : The graph represents a network of 10,267 Twitter users whose recent tweets contained "marketing (AI OR ChatGPT)", 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 3/1/2023 12:00:00 AM and 4/6/2023 7:49:38 AM. The network was obtained from Twitter on Thursday, 06 April 2023 at 15:07 UTC.
The tweets in the network were tweeted over the 1862-day, 5-hour, 33-minute period from Thursday, 01 March 2018 at 09:15 UTC to Thursday, 06 April 2023 at 14:49 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 : marketing (AI OR ChatGPT)
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[709] #socialmedia,#business [703] #business,#news [683] #news,#newsupdate [661] #breakingnews,#breaking [660] ai,tools [634] #twitter,#marketing [631] #marketing,#bmprt [559] #chatgpt,#twitter [559] #promotion,#chatgpt [559] #traffic,#website Top Word Pairs in Tweet in G1:
[553] #marketing,#promotion [553] #traffic,#website [553] #website,#addurl [553] #chatgpt,#twitter [553] #promotion,#chatgpt [553] #addurl,#marketing [485] #dogecoin,#traffic [485] dogecoin,#dogecoin [485] doge,#doge [485] #doge,dogecoin Top Word Pairs in Tweet in G2:
[209] #fintech,#finserv [136] #govtech,#chatgpt [127] #finserv,#govtech [121] wef,enricomolinari [104] enricomolinari,#metaverse [83] enricomolinari,#marketing [73] #marketing,#fashiontech [71] #fashiontech,#fintech [68] #marketing,#fintech [66] enricomolinari,#banking Top Word Pairs in Tweet in G3:
[427] ai,tools [426] midjourney,mixo [426] blocks,ai [426] mixo,tweethunter [426] startups,chatgpt [426] tools,startups [426] tweethunter,taplio [426] marketing,blocks [426] ai,sheetai [426] 15,ai Top Word Pairs in Tweet in G4:
[480] currently,generating [480] generating,minting [480] today,preparing [480] minting,dapp [480] nft,currently [480] live,today [480] dapp,live [480] hey,nft [480] preparing,marketing [479] flokichairman,hey Top Word Pairs in Tweet in G5:
[470] 50,000 [469] 000,annum [469] affiliate,marketers [469] 65,chatgpt [469] marketers,average [469] annum,compiled [469] chatgpt,prompts [469] earn,around [469] average,earn [469] prompts,help Top Word Pairs in Tweet in G6:
[149] #bard,#bardprotocol [148] #crypto,#ethereum [148] #bardprotocol,#crypto [132] provides,automated [122] 11,listing [122] listing,cointigerex [122] lot,marketing [122] chart,cexy [122] before,april [122] marketing,drop Top Word Pairs in Tweet in G7:
[98] big,marketing [91] gamefi,nfts [90] meme,token [90] audit,certik [89] sharing,big [89] rev,sharing [89] x100,x1000 [89] launch,x100 [89] filled,seconds [89] buy,tax Top Word Pairs in Tweet in G8:
[246] divulgação,investimento [246] warner,vem [246] anitta,fora [246] muita,divulgação [246] maior,projeto [246] pop,br [246] vem,ai [246] fora,warner [246] vai,nascer [246] ai,maior Top Word Pairs in Tweet in G9:
[157] tema,escribe [157] chatgpt,marketing [157] blog,tema [157] ideas,blog [157] dame,ideas [157] marketing,dame [157] descripción,producto [157] escribe,descripción [157] prompts,chatgpt [156] listentogordon,prompts Top Word Pairs in Tweet in G10:
[38] ai,tools [37] value,articulation [36] seo,master [36] emerging,skills [36] executive,presence [36] skills,seo [36] utilizing,ai [36] tools,executive [36] 2023,value [36] articulation,utilizing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: