The graph represents a network of 3,843 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 Monday, 05 August 2019 at 15:14 UTC.
The tweets in the network were tweeted over the 9-day, 2-hour, 30-minute period from Saturday, 27 July 2019 at 12:24 UTC to Monday, 05 August 2019 at 14:55 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 : 3843
Unique Edges : 7990
Edges With Duplicates : 5265
Total Edges : 13255
Self-Loops : 2461
Reciprocated Vertex Pair Ratio : 0.0200723101857624
Reciprocated Edge Ratio : 0.0393546810070887
Connected Components : 936
Single-Vertex Connected Components : 636
Maximum Vertices in a Connected Component : 2254
Maximum Edges in a Connected Component : 11128
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.567966
Graph Density : 0.000554155604889086
Modularity : 0.487793
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[408] t,h [408] h,#cto [229] #microsoft,#ibm [227] #cto,#ibm [220] red,hat [218] #cto,#ibmsystems [202] #google,#apple [200] #klickzie,#arknet [200] #apple,#fb [198] #fb,#microsoft Top Word Pairs in Tweet in G1:
[40] red,hat [37] #ibm,#domino [36] #hcl,#ibm [35] 100,000 [32] new,#hcl [32] #domino,idea [32] idea,added [32] #dominoforever,#votenow [32] #votenow,#notes [26] #ibm,#redhat Top Word Pairs in Tweet in G2:
[380] t,h [380] h,#cto [212] #cto,#ibm [202] #cto,#ibmsystems [147] #ibmsystems,#europe [129] #ibmtechu,#prague [122] #europe,#ibm [120] #architectingthefuture,#megatrends [99] #ibm,ibm [81] #megatrends,#techtrends Top Word Pairs in Tweet in G3:
[54] #ibm,e [41] red,hat [37] dei,dati [36] #ibmcloud,#ibm [34] ibm,cloud [34] l,innovazione [32] learn,more [32] di,più [30] il,12 [30] 12,09 Top Word Pairs in Tweet in G4:
[196] #klickzie,#arknet [196] #google,#apple [196] #apple,#fb [196] #microsoft,#ibm [194] #fb,#microsoft [181] #arknet,#ar [150] ttcm,#klickzie [127] #google,#stadia [124] #xbox,#videogiochi [123] #stadia,#geforcenow Top Word Pairs in Tweet in G5:
[68] #ibm,#maximo [29] #slim,#snel [28] #training,#slim [25] red,hat [21] micaurus,#ibm [17] #signup,#free [17] #webinar,14th [17] 14th,#august [17] #august,2019 [17] 2019,7 Top Word Pairs in Tweet in G6:
[32] find,out [29] 51,best [29] best,#businessintelligence [29] #businessintelligence,#certification [29] #sap,#sqlserver [29] #sqlserver,#sql [29] #sql,#ai [29] #ai,#datascience [29] #bi,#bigdata [29] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[4] righteousbabe4,dangwhat48 [4] dangwhat48,ninaandtito [4] ninaandtito,truefactsstated [4] sap,hana [4] link,registro [3] cloud,data [2] #watson,studio [2] #db2,#warehouse [2] #warehouse,cloud [2] #ibm,#cloud Top Word Pairs in Tweet in G8:
[68] thecube,#think2019 [63] #thecube,#ibm [50] furrier,thecube [46] #ibm,#thecube [41] #think2019,#thecube [38] dvellante,furrier [38] stu,thecube [33] dvellante,thecube [33] ibm,furrier [28] #ibmcdo19,#thecube Top Word Pairs in Tweet in G9:
[15] s,put [15] put,smart [15] smart,work [15] work,#ibm [14] mehr,erfahren [13] technologiebranche,hat [11] hinter,kulissen [11] kulissen,arbeitet [11] arbeitet,#ibm [11] #ibm,gemeinsam Top Word Pairs in Tweet in G10:
[12] #redhat,#openshift [11] run,#redhat [11] #openshift,furthering [11] furthering,#ibm's [11] #ibm's,ability [11] ability,give [11] give,enterprises [11] enterprises,chance [11] chance,upgrade [11] upgrade,cloud Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: