The graph represents a network of 4,043 Twitter users whose recent tweets contained "#IBM", 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 Friday, 17 April 2020 at 23:13 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 6-minute period from Friday, 10 April 2020 at 00:40 UTC to Friday, 17 April 2020 at 22:47 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 : 4043
Unique Edges : 8598
Edges With Duplicates : 12606
Total Edges : 21204
Number of Edge Types : 5
Tweet : 1653
Retweet : 1344
Mentions : 2042
Replies to : 348
MentionsInRetweet : 15817
Self-Loops : 1691
Reciprocated Vertex Pair Ratio : 0.00687867610407736
Reciprocated Edge Ratio : 0.0136633663366337
Connected Components : 694
Single-Vertex Connected Components : 476
Maximum Vertices in a Connected Component : 2228
Maximum Edges in a Connected Component : 18803
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.429878
Graph Density : 0.000618046744649888
Modularity : 0.398435
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 4,043 Twitter users whose recent tweets contained "#IBM", 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 Friday, 17 April 2020 at 23:13 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 6-minute period from Friday, 10 April 2020 at 00:40 UTC to Friday, 17 April 2020 at 22:47 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 : TwitterSearch
Graph Term : #IBM
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:
[2843] thomas_harrer,#ibm [1881] #ibm,#ibmer [1805] #smm,#defstar5 [1731] #ibmer,#cto [1228] #defstar5,#makeyourownlane [1115] #ibm,#cto [987] #defstar5,#mpgvip [727] #cto,#ibmsystems [711] #defstar5,#smm [678] #makeyourownlane,thomas_harrer Top Word Pairs in Tweet in G1:
[2723] thomas_harrer,#ibm [1808] #ibm,#ibmer [1747] #smm,#defstar5 [1665] #ibmer,#cto [1178] #defstar5,#makeyourownlane [1069] #ibm,#cto [965] #defstar5,#mpgvip [708] #cto,#ibmsystems [674] #defstar5,#smm [657] #makeyourownlane,thomas_harrer Top Word Pairs in Tweet in G2:
[195] oneledgertech,#ibm [166] #ibm,olt [35] business,partner [29] #ibm,business [26] #oneledger,becomes [26] becomes,ibm [26] ibm,business [26] partner,advance [26] advance,enterprise [26] enterprise,blockchain Top Word Pairs in Tweet in G3:
[57] #ibmsystems,#ibm [56] #data,#ai [39] #ibm,#powersystems [36] #cloud,#data [34] #powersystems,#ibmz [34] #ibmz,#linuxone [34] #linuxone,#cloud [30] #ai,#itinfrastructure [22] #ai,#cloud [22] #ibm,#data Top Word Pairs in Tweet in G4:
[242] mvollmer1,enricomolinari [242] enricomolinari,marcusborba [226] #ai,#iot [222] algorithm,predict [222] predict,#startup [222] #startup,successful [222] successful,wef [222] wef,ingliguori [222] ingliguori,#ai [222] #iot,#digitaltransformation Top Word Pairs in Tweet in G5:
[58] #indiafightscorona,sandippatel_in [58] sandippatel_in,vivekvasishtha [56] support,critical [55] #ibm,industry [43] sandippatel_in,ameershahul [43] challenging,times [42] support,provided [42] investindia,goi_meity [41] supporting,#ibm [40] pmoindia,investindia Top Word Pairs in Tweet in G6:
[77] #ibm,#z15 [52] guess,day [52] ibm,z15 [52] z15,t02 [52] t02,mainframes [42] single,frame [41] air,cooled [40] #z15,t02 [40] cooled,single [28] more,#ibm Top Word Pairs in Tweet in G7:
[42] data,ai [42] ai,summit [39] summit,2020 [37] #ibm,#cloud [35] 29,aprile [32] 2020,29 [32] aprile,live [32] live,air [32] segui,diretta [30] #ibmcloud,#ibm Top Word Pairs in Tweet in G8:
[36] #ibm,#cloud [25] ibm,cloud [19] easier,#ibm [18] provide,critical [18] critical,infrastructure [18] infrastructure,ibm [18] cloud,services [18] services,small [18] small,businesses [18] businesses,globe Top Word Pairs in Tweet in G9:
[32] die,ibm [32] offen,flexibel [32] flexibel,genug [32] genug,daten [32] daten,apps [32] apps,sicher [32] sicher,managen [32] managen,überall [32] überall,alle [32] alle,clouds Top Word Pairs in Tweet in G10:
[21] aller,avant [21] avant,agilité [21] agilité,résilience [21] résilience,unité [21] unité,plus [21] plus,urgent [21] urgent,jamais [21] jamais,accélérez [21] accélérez,votre [21] votre,transformation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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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:
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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: