The graph represents a network of 2,230 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 26 June 2019 at 19:41 UTC.
The requested start date was Monday, 24 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 17-hour, 20-minute period from Thursday, 20 June 2019 at 06:34 UTC to Sunday, 23 June 2019 at 23:54 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 : 2230
Unique Edges : 2991
Edges With Duplicates : 3699
Total Edges : 6690
Number of Edge Types : 3
Mentions : 5267
Tweet : 1390
Replies to : 33
Self-Loops : 1390
Reciprocated Vertex Pair Ratio : 0.0240722166499498
Reciprocated Edge Ratio : 0.0470127326150833
Connected Components : 530
Single-Vertex Connected Components : 314
Maximum Vertices in a Connected Component : 1228
Maximum Edges in a Connected Component : 5403
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.44145
Graph Density : 0.000616214715521248
Modularity : 0.421407
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2078] #bigdata,#analytics [1365] #analytics,#datascience [1330] #datascience,#ai [904] #iot,#iiot [733] #ai,#machinelearning [539] #iiot,#pytorch [464] #machinelearning,#iot [455] #machinelearning,#datascience [404] #pytorch,#python [395] #analytics,#machinelearning Top Word Pairs in Tweet in G1:
[1999] #bigdata,#analytics [1316] #analytics,#datascience [1285] #datascience,#ai [869] #iot,#iiot [705] #ai,#machinelearning [523] #iiot,#pytorch [451] #machinelearning,#iot [432] #machinelearning,#datascience [394] #pytorch,#python [373] #ai,#iot Top Word Pairs in Tweet in G2:
[70] #cloud,#cloudcomputing [39] #5g,#cloudcomputing [37] #digital,#ai [36] #quantumcomputing,#iot [36] #iot,#algorithms [36] #algorithms,#chipmaker [36] #chipmaker,#smartcity [36] #smartcity,#cybersecurity [36] #cybersecurity,#techindustry [36] #techindustry,#innovation Top Word Pairs in Tweet in G3:
[120] #cloud,#thecloud [75] #thecloud,#cloudcomputing [74] gt,gt [69] #cloud,#cloudcomputing [59] #cloudcomputing,#cloud [48] #virtualreality,#cloud [47] #vr,#virtualreality [45] #business,#entrepreneur [42] #cloudcomputing,#cloudstorage [37] #entrepreneur,#siliconvalley Top Word Pairs in Tweet in G4:
[13] #cloudcomputing,#cloud [9] q,patrick [9] patrick,hubbard [9] solarwinds,gives [9] gives,insight [9] insight,edge [8] #cloud,#cloudcomputing [7] morning,awscloud [7] awscloud,devopsgroup [7] devopsgroup,breakfast Top Word Pairs in Tweet in G5:
[214] gt,gt [42] mikequindazzi,gt [35] #analytics,#datascience [33] #bigdata,#analytics [25] #pwc,mikequindazzi [24] #datascience,#ai [22] gt,#pwc [20] #cloudcomputing,gt [18] #ai,#iot [18] #healthcare,#api Top Word Pairs in Tweet in G6:
[84] ronald_vanloon,#ibmpartner [46] #ai,augments [46] augments,#arts [46] #arts,#creativity [46] #creativity,#work [46] #work,floriandohmann [46] floriandohmann,#birdsonmars [46] #birdsonmars,ronald_vanloon [45] ronald_vanloon,#ai [45] #ibmpartner,ibmdeuts Top Word Pairs in Tweet in G7:
[12] link,gt [8] cloud,adoption [8] adoption,continues [8] continues,grow [8] grow,workloads [8] workloads,increasingly [8] increasingly,move [8] move,away [8] away,premises [8] premises,environments Top Word Pairs in Tweet in G8:
[12] state,#cloud [12] #cloud,business [12] business,intelligence [12] intelligence,2019 [12] 2019,louiscolumbus [12] louiscolumbus,b2community [10] b2community,#cloudcomputi [9] ipfconline1,state [8] interested,going [8] going,cloudexpo Top Word Pairs in Tweet in G9:
[17] #software,#saas [15] guest_posts_seo,tools [15] tools,trade [15] trade,3 [15] 3,small [15] small,business [15] business,needs [15] needs,industry [15] industry,#software [15] #saas,#smb Top Word Pairs in Tweet in G10:
[20] #azure,#cloudcomputing [19] #cloudcomputing,#msp [19] #ai,#ml [10] #ml,#cloud [8] artificial,intelligence [8] iot,gt [8] gt,12 [8] 12,facts [8] facts,need [8] need,know 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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