The graph represents a network of 2,072 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 Tuesday, 13 August 2019 at 19:48 UTC.
The requested start date was Monday, 12 August 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 2-day, 18-hour, 39-minute period from Friday, 09 August 2019 at 05:20 UTC to Monday, 12 August 2019 at 00:00 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 : 2072
Unique Edges : 2953
Edges With Duplicates : 3875
Total Edges : 6828
Number of Edge Types : 3
Mentions : 5530
Replies to : 53
Tweet : 1245
Self-Loops : 1245
Reciprocated Vertex Pair Ratio : 0.0104200586128297
Reciprocated Edge Ratio : 0.0206252014179826
Connected Components : 393
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 1291
Maximum Edges in a Connected Component : 5794
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.357541
Graph Density : 0.000723122584542189
Modularity : 0.396449
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2282] #bigdata,#analytics [2084] #datascience,#ai [2042] #analytics,#datascience [1356] #ai,#machinelearning [900] #iot,#iiot [846] #machinelearning,#iot [690] gt,gt [565] #iiot,#pytorch [397] #pytorch,#python [339] machine,learning Top Word Pairs in Tweet in G1:
[456] gt,gt [151] #ai,#iot [99] mikequindazzi,gt [92] wef,mikequindazzi [89] #iot,#cloudcomputing [81] gt,#pwc [79] #pwc,mikequindazzi [76] 5,innovative [76] innovative,#emergingtechnologies [76] #emergingtechnologies,poised Top Word Pairs in Tweet in G2:
[1616] #bigdata,#analytics [1497] #datascience,#ai [1420] #analytics,#datascience [961] #ai,#machinelearning [595] #iot,#iiot [580] #machinelearning,#iot [363] #iiot,#pytorch [243] #pytorch,#python [227] machine,learning [182] gt,gt Top Word Pairs in Tweet in G3:
[34] cloud,computing [16] #cloud,#cloudcomputing [12] #clinical,#healthcare [12] #healthcare,#api [12] #api,#devops [12] #devops,#blockchain [12] #blockchain,#tech [12] #tech,#innovate [12] #innovate,#data [12] #data,#clinicail Top Word Pairs in Tweet in G4:
[573] #bigdata,#analytics [534] #analytics,#datascience [498] #datascience,#ai [343] #ai,#machinelearning [267] #iot,#iiot [236] #machinelearning,#iot [183] #iiot,#pytorch [142] #pytorch,#python [93] machine,learning [71] iam,platform Top Word Pairs in Tweet in G5:
[49] #bigdata,#analytics [48] #datascience,#ai [46] #analytics,#datascience [24] #ai,#machinelearning [22] #cloud,#cloudcomputing [17] gt,gt [15] #aws,#cloudcomputing [15] #machinelearning,#iot [15] #iot,#iiot [13] #cloudcomputing,gt Top Word Pairs in Tweet in G6:
[21] #cloud,#thecloud [20] #thecloud,#cloudcomputing [18] #cloudcomputing,#cloudstorage [13] #cloudstorage,#hybridcloud [12] cloud,computing [10] prevent,top [10] top,11 [10] 11,threats [8] #business,#entrepreneur [7] #hybridcloud,#cloudsecurity Top Word Pairs in Tweet in G7:
[32] #blockchain,#artificialintelligence [27] #artificialintelligence,#cloudcomputing [26] #cloudcomputing,#3dprinting [21] #3dprinting,#machinelearning [14] #machinelearning,#quantumcomputing [8] #bigdata,#analytics [8] #analytics,#datascience [7] #datascience,#ai [6] #callforpapers,#publications [6] #publications,#ieee Top Word Pairs in Tweet in G8:
[8] #quantumcomputing,quick [8] quick,look [8] look,quantum [8] quantum,#cloudcomputing [8] #cloudcomputing,ashishkhuraishy [8] ashishkhuraishy,#ai [7] ipfconline1,#quantumcomputing [7] #ai,#machinelearn [4] #edgecomputing,transforming [4] transforming,#iot Top Word Pairs in Tweet in G9:
[11] converging,enterprise [10] #bigdata,#iot [10] #iot,#ai [8] #cloudcomputing,#azure [8] enterprise,druadh20 [7] #ai,#cloudcomputing [7] #cloudcomputing,converging [7] druadh20,cc [7] way,want [7] want,build Top Word Pairs in Tweet in G10:
[5] latest,clarium [5] clarium,cybersecurity [5] cybersecurity,bulletin [5] #security,issues [5] issues,related [5] related,using [5] using,#cloud [5] #cloud,based [5] based,management [5] management,#tools Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: