The graph represents a network of 2,615 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 Monday, 06 May 2019 at 19:49 UTC.
The requested start date was Monday, 06 May 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, 10-hour, 9-minute period from Thursday, 02 May 2019 at 13:51 UTC to Monday, 06 May 2019 at 00:01 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 : 2615
Unique Edges : 3554
Edges With Duplicates : 3468
Total Edges : 7022
Number of Edge Types : 3
Mentions : 5456
Tweet : 1512
Replies to : 54
Self-Loops : 1512
Reciprocated Vertex Pair Ratio : 0.0164739884393064
Reciprocated Edge Ratio : 0.0324139891953369
Connected Components : 590
Single-Vertex Connected Components : 351
Maximum Vertices in a Connected Component : 1332
Maximum Edges in a Connected Component : 5299
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.649351
Graph Density : 0.000514511506654125
Modularity : 0.461577
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1864] #bigdata,#analytics [1507] #analytics,#datascience [1345] #datascience,#ai [833] #ai,#machinelearning [802] #iot,#iiot [514] #iiot,#pytorch [467] #machinelearning,#iot [392] gt,gt [361] #ai,#iot [311] #pytorch,#python Top Word Pairs in Tweet in G1:
[53] cloud,computing [50] #cloud,#cloudcomputing [20] #cloudcomputing,#cloud [20] colx,#colossusxt [20] #colossusxt,#blockchain [20] #blockchain,#masternode [20] #masternode,#decentralised [20] #decentralised,#cryptocurrencies [20] #cryptocurrencies,#privacy [20] #privacy,#spreadthegrid Top Word Pairs in Tweet in G2:
[1295] #bigdata,#analytics [1056] #analytics,#datascience [924] #datascience,#ai [554] #ai,#machinelearning [501] #iot,#iiot [329] #iiot,#pytorch [296] #machinelearning,#iot [215] #ai,#iot [203] #pytorch,#python [167] machine,learning Top Word Pairs in Tweet in G3:
[526] #bigdata,#analytics [419] #analytics,#datascience [394] #datascience,#ai [281] #iot,#iiot [260] #ai,#machinelearning [177] #iiot,#pytorch [165] #machinelearning,#iot [121] #ai,#iot [105] #pytorch,#python [93] #python,#rstats Top Word Pairs in Tweet in G4:
[24] p,g [24] g,shifting [24] shifting,googlecloud [24] googlecloud,#data [24] #data,#ai [24] #ai,workloads [24] workloads,sees [24] sees,#multicloud [24] #multicloud,future [24] future,#gcp Top Word Pairs in Tweet in G5:
[251] gt,gt [56] mikequindazzi,gt [46] #china,controlled [46] controlled,#ai [46] #ai,brain [46] brain,run [46] run,#cloudcomputing [45] wef,mikequindazzi [42] #cloudcomputing,gt [42] gt,wef Top Word Pairs in Tweet in G6:
[73] #cloudcomputing,#ai [72] #machinelearning,#cloudcomputing [71] #deloittecloud,#machinelearning [71] deloitteontech,harvardbiz [70] #ai,deloitteba [69] deloitteba,deloitteontech [12] explore,benefits [12] benefits,embedded [11] embedded,#ai [11] based,services Top Word Pairs in Tweet in G7:
[18] iagonofficial,#iagon [17] #bigdata,#analytics [15] #analytics,#datascience [14] #datascience,#ai [13] cloud,security [13] security,considerations [12] linkedin,learning [12] learning,course [12] course,cloud [12] considerations,financial Top Word Pairs in Tweet in G8:
[49] #cloud,#thecloud [37] #thecloud,#business [33] #business,#entrepreneur [27] #entrepreneur,#siliconvalley [27] #siliconvalley,#paloalto [16] #paloalto,#technology [16] #technology,#digitaltransformation [14] #aws,#microsoft [14] #microsoft,#google [14] #google,#cloudcomputing Top Word Pairs in Tweet in G9:
[21] 27,hour [21] hour,#job [21] #job,#digitalsoldier [21] #digitalsoldier,potus [19] potus,#virginia [18] #virginia,#wootva [17] #wootva,#lightsailing [12] #lightsailing,#amazon [12] #amazon,#aws [9] #aws,#cloudcomputing Top Word Pairs in Tweet in G10:
[15] #cloud,#cloudcomputing [14] #cloudcomputing,#it [12] follow,latest [12] latest,news [12] news,insights [12] insights,surrounding [12] surrounding,#cloudcomputing [12] #cloudcomputing,#ai [12] #ai,cloudcomputing [12] cloudcomputing,ibm Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: