The graph represents a network of 1 530 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Saturday, 22 February 2020 at 08:58 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 43-minute period from Wednesday, 12 February 2020 at 10:31 UTC to Saturday, 22 February 2020 at 08:14 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 : 1652
Unique Edges : 5631
Edges With Duplicates : 10967
Total Edges : 16598
Number of Edge Types : 5
Replies to : 473
Mentions : 6679
MentionsInRetweet : 9097
Retweet : 41
Tweet : 308
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0,0409683426443203
Reciprocated Edge Ratio : 0,0787119856887299
Connected Components : 22
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1585
Maximum Edges in a Connected Component : 16355
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3,247659
Graph Density : 0,00286934472174029
Modularity : 0,281544
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1 530 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Saturday, 22 February 2020 at 08:58 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 43-minute period from Wednesday, 12 February 2020 at 10:31 UTC to Saturday, 22 February 2020 at 08:14 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 : TwitterSearch
Graph Term : NodeXL
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:
[831] top,hashtags [241] #ai,#iot [158] hashtags,#ai [144] #bigdata,#ai [110] zoginstor,ibmsystems [110] ibmsystems,bobby_gratz [110] bobby_gratz,cardineauxibm [110] cardineauxibm,ed_j_walsh [109] nodexl,nodexl [109] nsaopen,zoginstor Top Word Pairs in Tweet in G1:
[388] top,hashtags [189] #ai,#iot [126] #bigdata,#ai [100] #iot,#digital [94] #digital,#twitter [92] #ai,#machinelearning [88] nodexl,nodexl [84] #artificialintelligence,#datascience [82] chidambara09,top [81] hubofml,spirosmargaris Top Word Pairs in Tweet in G2:
[181] top,hashtags [79] zoginstor,ibmsystems [79] ibmsystems,bobby_gratz [79] bobby_gratz,cardineauxibm [79] cardineauxibm,ed_j_walsh [78] nsaopen,zoginstor [77] ibmstorage,nodexl [77] ed_j_walsh,chidambara09 [77] chidambara09,ronriffe [61] hashtags,#ai Top Word Pairs in Tweet in G3:
[160] top,hashtags [26] #ai,#iot [16] nodexl,mikequindazzi [16] #bigdata,#ai [16] ehealth,nodexl [16] nodexl,caring_mobile [16] caring_mobile,enricomolinari [16] e_health_,cdc_ehealth [16] hashtags,#ehealth [16] #ehealth,#digitalhealth Top Word Pairs in Tweet in G4:
[40] fyahdaughter,rastafaritimes [26] realdonaldtrump,vputin [21] sninobecerra,mcitlfraphorism [21] mcitlfraphorism,sindi584 [21] sindi584,martinschmierer [21] martinschmierer,donaldtusk [21] donaldtusk,dlatitudes [21] dlatitudes,pedrobriegerok [21] pedrobriegerok,howardstern [21] howardstern,aoc Top Word Pairs in Tweet in G5:
[18] top,hashtags [2] #tuninaama,nodexl [2] nodexl,tampereuni [2] tampereuni,ilonataubert [2] ilonataubert,jylkkari [2] jylkkari,juho_p [2] juho_p,soile_kk [2] soile_kk,leonarven [2] leonarven,evechuchus [2] evechuchus,mrakkol Top Word Pairs in Tweet in G6:
[34] top,hashtags [26] danielnewmanuv,samighazali [26] samighazali,nodexl [24] nodexl,williamstim [20] #digital,#digitaltransformation [20] #ai,#aiio [20] #aiio,#bigdata [20] #bigdata,#ml [20] #ml,#nlu [20] #nlu,#iot Top Word Pairs in Tweet in G7:
[9] top,hashtags [2] darpa,nodexl [2] nodexl,darpa [2] darpa,nsaopen [2] nsaopen,_whitneywebb [2] _whitneywebb,voxrox55 [2] voxrox55,potus [2] potus,realdonaldtrump [2] realdonaldtrump,mil_ops [2] mil_ops,zzr3796r Top Word Pairs in Tweet in G8:
[9] top,hashtags [5] marketingautomation,nodexl [5] nodexl,dqindia [5] dqindia,1827marketing [5] 1827marketing,sales_automatio [5] sales_automatio,td_insights [5] td_insights,benkamaudigital [5] benkamaudigital,jonathanaufray [5] jonathanaufray,hubspot [5] hubspot,thearintra Top Word Pairs in Tweet in G9:
[5] andrewyang,exchangeseva [5] top,hashtags [3] hashtags,#yanggang [2] exchangeseva,yang [2] yang,climate [2] climate,nodexl [2] nodexl,greenpeaceusa [2] greenpeaceusa,skylarjordan [2] skylarjordan,andrewyang [2] andrewyang,bkindngood Top Word Pairs in Tweet in G10:
[4] top,hashtags [2] scicomm,nodexl [2] nodexl,scicommbot [2] scicommbot,_open_science_ [2] _open_science_,agu_scicomm [2] agu_scicomm,paleocreations [2] paleocreations,scicomm_india [2] scicomm_india,femtech_ [2] femtech_,sarahmackattack [2] sarahmackattack,entobarbie Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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: