The graph represents a network of 2,432 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, 28 March 2022 at 14:54 UTC.
The requested start date was Monday, 28 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 7-hour, 25-minute period from Thursday, 24 March 2022 at 16:35 UTC to Monday, 28 March 2022 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 : 2432
Unique Edges : 2094
Edges With Duplicates : 13587
Total Edges : 15681
Number of Edge Types : 5
Retweet : 5475
MentionsInRetweet : 6985
Tweet : 1984
Mentions : 1172
Replies to : 65
Self-Loops : 2121
Reciprocated Vertex Pair Ratio : 0.0174180327868852
Reciprocated Edge Ratio : 0.0342396777442095
Connected Components : 327
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 1826
Maximum Edges in a Connected Component : 14775
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.172331
Graph Density : 0.000839790047413886
Modularity : 0.24875
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,432 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, 28 March 2022 at 14:54 UTC.
The requested start date was Monday, 28 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 7-hour, 25-minute period from Thursday, 24 March 2022 at 16:35 UTC to Monday, 28 March 2022 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cloudcomputing
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2175] #bigdata,#analytics [1697] #analytics,#datascience [1661] #iot,#iiot [1318] #datascience,#ai [1038] #python,#rstats [1016] #ai,#machinelearning [895] #machinelearning,#iot [885] #iiot,#pytorch [832] #pytorch,#python [627] #infosec,#infosecurity Top Word Pairs in Tweet in G1:
[1191] #bigdata,#analytics [887] #analytics,#datascience [863] #iot,#iiot [700] #datascience,#ai [593] #infosec,#infosecurity [593] #infosecurity,#cybersecurity [585] #cybersecurity,#threatintel [551] #python,#rstats [547] #ai,#machinelearning [449] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[677] #bigdata,#analytics [531] #analytics,#datascience [528] #iot,#iiot [400] #datascience,#ai [351] #python,#rstats [327] #iiot,#pytorch [308] #ai,#machinelearning [298] #pytorch,#python [295] #machinelearning,#iot [128] #datascience,#iot Top Word Pairs in Tweet in G3:
[156] #analytics,#datascience [152] #iot,#iiot [139] #bigdata,#analytics [124] #machinelearning,#iot [124] #ai,#machinelearning [120] #datascience,#ai [89] machine,learning [83] #python,#rstats [82] #eth,#solana [77] #btc,#bnb Top Word Pairs in Tweet in G4:
[149] #bigdata,#analytics [115] #analytics,#datascience [106] #iot,#iiot [87] #datascience,#ai [87] #pytorch,#python [83] #iiot,#pytorch [81] ingliguori,#bigdata [74] ingliguori,#infographic [65] #ai,#iot [50] #python,#rstats Top Word Pairs in Tweet in G5:
[34] cloud,computing [27] #cloud,#cloudcomputing [11] amazon,web [11] #aws,#cloudcomputing [8] acuerdo,amazon [8] web,servive [8] servive,softwareone [8] softwareone,permitirá [8] permitirá,empresa [8] empresa,incorporar Top Word Pairs in Tweet in G6:
[63] flux,#web3 [59] #decentralized,#cloudcomputing [57] #flux,flux [57] #web3,#decentralized [54] remember,always [54] always,another [54] another,way [54] way,#flux [53] runonflux,remember [47] heals,awesome Top Word Pairs in Tweet in G7:
[34] #cloudthat,#cloudcomputing [32] #cloud,#cloudcomputing [31] #cloudcomputing,#informationtechnology [30] #thursdaytrivia,#cloudthat [18] cloudthat,above [15] #informationtechnology,#digitaltraining [13] above,#thursdaytrivia [11] cloud,computing [11] #debian,#redhat [10] upgrade,#cloud Top Word Pairs in Tweet in G8:
[8] #cloud,#cloudcomputing [7] antgrasso,businesses [7] businesses,increasingly [7] increasingly,concerned [7] concerned,esg [7] esg,credentials [7] credentials,opportunities [7] opportunities,greener [7] greener,building [5] #aws,#cloud Top Word Pairs in Tweet in G9:
[5] aws,gaining [5] gaining,#cloud [5] #cloud,skills [5] skills,rewrite [5] rewrite,story [5] story,career [5] career,#aws [5] #aws,#cloudcomputing [5] #cloudcomputing,#ai [5] #ai,#futureofwork Top Word Pairs in Tweet in G10:
[13] catherineadenle,cc [9] data,science [9] science,#healthcare [9] #healthcare,catherineadenle [9] cc,curieuxexplorer [9] curieuxexplorer,sama [9] sama,mminevich [9] mminevich,montreal_ai [8] swisscognitive,data [8] montreal_ai,richardeu Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G10: