The graph represents a network of 941 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 October 2022 at 16:53 UTC.
The requested start date was Wednesday, 12 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 53-day, 1-hour, 24-minute period from Friday, 19 August 2022 at 22:23 UTC to Tuesday, 11 October 2022 at 23:47 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 941
Unique Edges : 1320
Edges With Duplicates : 14688
Total Edges : 16008
Number of Edge Types : 5
MentionsInRetweet : 4995
Mentions : 4109
Tweet : 1233
Replies to : 2561
Retweet : 3110
Self-Loops : 1289
Reciprocated Vertex Pair Ratio : 0.156548135299219
Reciprocated Edge Ratio : 0.27071616047994
Connected Components : 112
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 775
Maximum Edges in a Connected Component : 15610
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.81448
Graph Density : 0.00301512650643272
Modularity : 0.10154
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 941 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 October 2022 at 16:53 UTC.
The requested start date was Wednesday, 12 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 53-day, 1-hour, 24-minute period from Friday, 19 August 2022 at 22:23 UTC to Tuesday, 11 October 2022 at 23:47 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #TwitterSmarter
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 URLs in Tweet in Entire Graph:
[58] https://cutt.ly/JCiPTwK [41] https://madalynsklar.thinkific.com/courses/secretsauce [32] https://tealfeed.com/use-empathy-bring-better-meaning-social-ijts2 [27] https://madalynsklar.com/twittertips [25] https://twitter.com/i/communities/1503399180206850048 [17] https://www.behance.net/logistabrand?f [15] https://twitter.com/i/spaces/1djGXlezbyyGZ [14] https://www.madalynsklar.com/twittersmarterchat/ [14] https://twitter.com/i/spaces/1OyJAVMWRaqxb [13] https://twitter.com/i/spaces/1YqJDovnWaVGV Top URLs in Tweet in G1:
[39] https://madalynsklar.thinkific.com/courses/secretsauce [25] https://twitter.com/i/communities/1503399180206850048 [17] https://madalynsklar.com/twittertips [14] https://www.madalynsklar.com/twittersmarterchat/ [13] https://twitter.com/i/spaces/1YqJDovnWaVGV [13] https://twitter.com/i/spaces/1OyJAVMWRaqxb [12] https://madalynsklar.com/2019/02/your-complete-guide-to-twitter-chats-why-you-should-join-how-to-make-the-most-of-it/ [11] https://twitter.com/i/spaces/1LyxBoXrlXkKN [11] https://twitter.com/i/spaces/1djGXlezbyyGZ [11] https://twitter.com/i/spaces/1MnxnpBkVekGO Top URLs in Tweet in G2:
[8] https://madalynsklar.com/twittertips [7] https://twitter.com/MadalynSklar/status/1570462448833810432 [6] https://twitter.com/MadalynSklar/status/1578076369166254085 [4] https://twitter.com/MadalynSklar/status/1575537137461694476 [4] https://twitter.com/MadalynSklar/status/1578072594095521821 [4] https://twitter.com/MadalynSklar/status/1570464969761574912 [4] https://twitter.com/MadalynSklar/status/1565387005462077440 [4] https://twitter.com/MadalynSklar/status/1565389018753163264 [4] https://twitter.com/MadalynSklar/status/1565390276901842944 [4] https://twitter.com/MadalynSklar/status/1565394051880345603 Top URLs in Tweet in G3:
[7] https://apps.apple.com/us/app/twitter/id333903271 [1] https://twitter.com/i/web/status/1573061258412425216 [1] https://twitter.com/JoselinMane/status/1513643406769205254 [1] https://twitter.com/i/events/1515030366607839232 [1] https://twitter.com/JoselinMane/status/1547785317138067458 [1] https://twitter.com/TwitterSpaces/status/1561788394824417281 [1] https://twitter.com/joselinmane/status/1547755939117248513 [1] https://twitter.com/twitterspaces/status/1562553773104709636 [1] https://twitter.com/twitterspaces/status/1562862612551204865 [1] https://twitter.com/twitterspaces/status/1562885517250662401 Top URLs in Tweet in G4:
[58] https://cutt.ly/JCiPTwK [2] https://www.fiverr.com/himash/do-modern-minimalist-business-logo-design?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19745114_|afp0:random-hashtag|afp1:himash/do-modern-minimalist-business-logo-design&show_join=true [2] https://cutt.ly/zXPsat4 [1] https://www.fiverr.com/realportrait421/design-interior-exterior-visualization-3d-floor-plan-in-24-hours?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19762008_|afp0:random-hashtag|afp1:realportrait421/design-interior-exterior-visualization-3d-floor-plan-in-24-hours&show_join=true [1] https://www.fiverr.com/numan45/publish-money-making-android-game-for-admob-earning-to-playstore?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19787311_|afp0:random-hashtag|afp1:numan45/publish-money-making-android-game-for-admob-earning-to-playstore|afp2:dojvprh,search,twittersmarter,videomarketingtips,ml,moz,startuplife,trafficwave|afp3:hillc255&show_join=true [1] https://www.fiverr.com/butth741/create-adobe-character-animator-puppet?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19797964_|afp0:random-hashtag|afp1:butth741/create-adobe-character-animator-puppet|afp2:pcm,personalcontactmanager,pcmnotcrm,twittersmarter,smallbusinesssupport,free,jvcrum,agriculture|afp3:QiaoEchoFeng&show_join=true [1] https://twitter.com/MadalynSklar/status/1562863660648652800 [1] https://www.twitch.tv/leothefriendlyinkling [1] https://www.etsy.com/listing/1213699021/10mm-blue-obsidian-lapis-lazuli-gemstone?t=1661683935 [1] https://twitter.com/i/web/status/1563841886070009857 Top URLs in Tweet in G5:
[3] https://twitter.com/i/spaces/1djGXlezbyyGZ [2] https://madalynsklar.com/twittertips [2] https://twitter.com/MadalynSklar/status/1565392793605836800 [2] https://twitter.com/MadalynSklar/status/1575531852881764352 [2] https://tealfeed.com/engagement-expertise-reliability-build-socialtrust-ubtr6 [2] https://twitter.com/MadalynSklar/status/1562852304025522176 [2] https://twitter.com/MadalynSklar/status/1562857336728723457 [2] https://twitter.com/madalynsklar/status/1565390276901842944 [1] https://twitter.com/madalynsklar/status/1562849786948198400 [1] https://twitter.com/MadalynSklar/status/1562852051901636608 Top URLs in Tweet in G6:
[26] https://tealfeed.com/use-empathy-bring-better-meaning-social-ijts2 [8] https://tealfeed.com/having-conversations-first-step-good-relationships-wswx8 [7] https://tealfeed.com/put-aside-disguises-reveal-strong-personalbrand-ubygw [6] https://tealfeed.com/bold-own-ideas-lead-people-needhelp-b0rpb [6] https://tealfeed.com/engagement-expertise-reliability-build-socialtrust-ubtr6 [5] https://medium.com/an-idea/a-little-piece-of-yourself-can-help-people-trust-you-99b2e8b5ac8a [5] https://tealfeed.com/jumping-trend-break-bigway-iccl6 [4] https://tealfeed.com/good-egg-will-attract-people-share-vcbxl [4] https://medium.datadriveninvestor.com/optimizing-makes-your-social-profile-sparkle-150e5f031adb [4] https://twitter.com/MadalynSklar/status/1577678910032154626 Top URLs in Tweet in G7:
[1] https://tealfeed.com/use-empathy-bring-better-meaning-social-ijts2 [1] https://twitter.com/wongmjane/status/1562862950553354240 [1] https://twitter.com/i/web/status/1570932947657854977 [1] https://twitter.com/i/web/status/1579467024161701888 [1] https://www.digimentors.group/post/nytreadalong-steven-v-roberts-professor-columnist-author [1] https://twitter.com/neilparekh/status/1491832360949923841 Top URLs in Tweet in G8:
[3] https://twitter.com/GeorgeSilverman/status/1562855633271296003?s=20&t=bE5mt-7-gs6GuANhjIMjrw [1] https://twitter.com/MadalynSklar/status/1562857336728723457 [1] https://twitter.com/i/web/status/1573053638456610817 [1] https://web.descript.com/49a9e233-3e6a-46f1-b251-9116f51a56c4/fdd73 [1] https://twitter.com/MadalynSklar/status/1354863082552569856 [1] https://twitter.com/AnswerThePole/status/1572936321303482368 Top URLs in Tweet in G9:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282599 [1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280777 [1] https://twitter.com/i/web/status/1579250142233780225 [1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280384 Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1565090759576936448 [1] https://twitter.com/i/web/status/1565090958127108098 [1] https://twitter.com/i/web/status/1565091091979943941 [1] https://twitter.com/i/web/status/1564401226858598402 [1] https://twitter.com/i/web/status/1564401417087066112 [1] https://twitter.com/i/web/status/1565072408276500480 [1] https://twitter.com/i/web/status/1565072611658309640 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[771] #twittersmarter,chat [411] madalynsklar,#twittersmarter [369] social,media [237] madalynsklar,a1 [222] madalynsklar,a2 [218] madalynsklar,a3 [178] inkandcopy,madalynsklar [175] albermoire,darcydeleon [170] madalynsklar,a5 [168] debcomanwriting,madalynsklar Top Word Pairs in Tweet in G1:
[372] #twittersmarter,chat [152] social,media [92] madalynsklar,#twittersmarter [53] lanceaschart,madalynsklar [52] madalynsklar,a2 [51] madalynsklar,a3 [48] madalynsklar,a1 [47] word,mouth [42] #twittersmarter,hashtag [40] chat,guest Top Word Pairs in Tweet in G2:
[282] #twittersmarter,chat [274] madalynsklar,#twittersmarter [169] social,media [147] madalynsklar,a1 [146] albermoire,darcydeleon [132] madalynsklar,a2 [132] madalynsklar,a3 [131] debcomanwriting,madalynsklar [119] sabrinacadini,albermoire [107] madalynsklar,a5 Top Word Pairs in Tweet in G3:
[113] feature,alert [62] joselinmane,twitter [59] twitter,feature [53] joselinmane,twitterspaces [48] twitterspaces,feature [46] #twittertips,#twittersmarter [35] rolling,today [35] slowly,rolling [35] twitter,ios [31] #twittersmarter,chat Top Word Pairs in Tweet in G4:
[58] live,live [29] live,#anderlecht [29] watch,game [29] #shehulk,#twittersmarter [29] #anderlechtvsgent,#banvsl [29] #gent,#anderlechtvsgent [29] vs,gent [29] #anderlecht,#gent [29] #asiacupt20,#sidharthshuklaliveson [29] #banvsl,#asiacupt20 Top Word Pairs in Tweet in G5:
[74] #twittersmarter,chat [46] social,trust [39] madalynsklar,a1 [37] inkandcopy,madalynsklar [36] madalynsklar,a2 [32] madalynsklar,a3 [31] madalynsklar,#twittersmarter [28] madalynsklar,#icebreaker [27] social,media [26] madalynsklar,a7 Top Word Pairs in Tweet in G6:
[63] #twittersmarter,featuring [46] madalynsklar,tealfeed [32] #marketing,#twittersmarter [31] #mondayblogs,#twittersmarter [14] debcomanwriting,madalynsklar [12] social,media [12] blondepreneur,madalynsklar [10] 12pm,#twittersmarter [10] looking,great [10] thursday,check Top Word Pairs in Tweet in G7:
[3] social,media [3] #twittersmarter,chat [2] looking,top [2] digimentors,harpercollins [2] monday,twitterverse [2] bookworld,alixstrauss [2] madalynsklar,#icebreaker [2] jaredsoares,biannagolodryga [2] harpercollins,connieschultz [2] top,marketing Top Word Pairs in Tweet in G8:
[29] dharilo,georgesilverman [28] along,dharilo [23] saturday,share [23] twitter,profile [19] help,everyone [19] profile,tips [19] georgesilverman,help [19] madalynsklar,saturday [19] share,twitter [19] tips,along Top Word Pairs in Tweet in G9:
[4] #seochat,nodexl [4] darth_na,nicolecponce [3] hashtags,#seochat [3] nodexl,mordyoberstein [3] mordyoberstein,this0499154500 [3] top,hashtags [2] this0499154500,darth_na [2] #seochat,#seo [2] briandordevic,liamquinnseo [2] #freelancechat,#twittersmarter Top Word Pairs in Tweet in G10:
[72] dm,more [72] #art,#overlay [72] #twitch,#art [72] hey,one [72] #overlay,#graphic [72] more,info [72] #graphic,#designer [70] one,gaming [70] info,running [70] logo,dm Top Replied-To in Entire Graph:
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