The graph represents a network of 5,667 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, 12 April 2019 at 02:18 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 4-minute period from Tuesday, 02 April 2019 at 08:28 UTC to Friday, 12 April 2019 at 00:33 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 : 5667
Unique Edges : 8898
Edges With Duplicates : 5942
Total Edges : 14840
Self-Loops : 3474
Reciprocated Vertex Pair Ratio : 0.0387961438984246
Reciprocated Edge Ratio : 0.0746944318696243
Connected Components : 1287
Single-Vertex Connected Components : 884
Maximum Vertices in a Connected Component : 3545
Maximum Edges in a Connected Component : 11975
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.982896
Graph Density : 0.00027518573947385
Modularity : 0.532238
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[172] artificial,intelligence [169] thomas_harrer,#ibm [162] #ibm,#hm19 [142] #ibm,#proudibmer [132] check,out [114] find,out [106] new,#ibm [105] hall,7 [102] #ibm,#maximo [95] #ibm,france Top Word Pairs in Tweet in G1:
[74] new,#ibm [69] #ibm,#domino [69] #domino,idea [69] idea,added [69] #dominoforever,#votenow [69] #votenow,#ibmdomino [69] #ibmdomino,#ibmnotes [33] artificial,intelligence [25] predict,95 [25] 95,accuracy Top Word Pairs in Tweet in G2:
[148] #ibm,#hm19 [109] thomas_harrer,#ibm [101] hall,7 [80] #hm19,#ibm [72] world,#iotday [71] #ibm,stand [69] halle,7 [60] artificial,intelligence [59] chief,diversity [57] diversity,officer Top Word Pairs in Tweet in G3:
[76] intelligenza,artificiale [75] di,#ibm [74] ecereda,ad [71] #ibm,e [68] soluzioni,#ibm [67] e,#ibm [66] #ai,e [62] #cloud,ibrido [60] flessibilità,scalabilità [60] scalabilità,velocità Top Word Pairs in Tweet in G4:
[87] #ibm,france [79] sur,stand [67] au,grandpalaisrmn [63] stand,#ibm [61] 3,avril [53] france,est [53] est,heureux [53] heureux,s'associer [53] s'associer,au [53] grandpalaisrmn,pour Top Word Pairs in Tweet in G5:
[95] #ibm,#proudibmer [55] #ibmsystems,ibmsystems [52] #proudibmer,#ibmsystems [50] thomas_harrer,#ibm [47] #ibm,#ibmwatson [44] #ml,#dl [39] #ibmwatson,#ibmdigitalcharge [37] #machinelearning,#deeplearning [36] #proudibmer,#socialcto [36] #ml,#machinelearning Top Word Pairs in Tweet in G6:
[45] world,wire [38] global,payments [21] ibmblockchain,jesselund [20] vice,president [20] president,ibmblockchain [20] jesselund,explains [20] explains,world [20] wire,solve [20] solve,problem [20] problem,global Top Word Pairs in Tweet in G7:
[25] #thinkdublin,#ibm [16] john,mcgrath [15] #ibm,#ceerte2019 [14] human,trafficking [12] #ibm,ibm_in_ireland [11] mcgrath,green_goddess [11] green_goddess,ibm_in_ireland [11] ibm_in_ireland,showing [11] showing,data [11] data,analytics Top Word Pairs in Tweet in G8:
[34] 51,best [34] best,#businessintelligence [34] #businessintelligence,#certification [33] #certification,business [33] business,professionals [33] professionals,#sap [33] #sap,#sqlserver [33] #sqlserver,#sql [32] #sql,#ai [27] #bigdata,#analytics Top Word Pairs in Tweet in G9:
[31] #ibm's,mqmatt [31] mqmatt,talks [31] talks,transformative [31] transformative,#blockchain [31] #blockchain,use [31] use,cases [31] cases,impacting [31] impacting,society [30] technative,#ibm's [30] society,ibmb Top Word Pairs in Tweet in G10:
[8] #des2019,des_show [8] #blockchain,#ibm [7] #bitcoin,#bitcoinnews [7] #ibm,#wallstreet [7] #cryptocurrency,#ibm [7] #ibm,#bitcoin [7] #bitcoin,#blockchain [7] #blockchain,#stellar [7] #仮想通貨,#ビットコイン [7] #ビットコイン,#ブロックチェーン 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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