The graph represents a network of 2,184 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, 25 April 2022 at 15:13 UTC.
The requested start date was Monday, 25 April 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 2-day, 8-hour, 51-minute period from Friday, 22 April 2022 at 15:06 UTC to Sunday, 24 April 2022 at 23:58 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 : 2184
Unique Edges : 1795
Edges With Duplicates : 14601
Total Edges : 16396
Number of Edge Types : 5
Retweet : 6029
MentionsInRetweet : 7825
Mentions : 1002
Tweet : 1368
Replies to : 172
Self-Loops : 1475
Reciprocated Vertex Pair Ratio : 0.0120839516641933
Reciprocated Edge Ratio : 0.0238793464599916
Connected Components : 226
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 1721
Maximum Edges in a Connected Component : 15524
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.110495
Graph Density : 0.00100132727251371
Modularity : 0.22271
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,184 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, 25 April 2022 at 15:13 UTC.
The requested start date was Monday, 25 April 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 2-day, 8-hour, 51-minute period from Friday, 22 April 2022 at 15:06 UTC to Sunday, 24 April 2022 at 23:58 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:
[2745] #bigdata,#analytics [2404] #analytics,#datascience [2045] #ai,#machinelearning [1951] #iot,#iiot [1918] #datascience,#ai [1594] #machinelearning,#iot [1105] #python,#rstats [1085] #iiot,#pytorch [1063] #pytorch,#python [662] #coding,#100daysofcode Top Word Pairs in Tweet in G1:
[1836] #bigdata,#analytics [1613] #analytics,#datascience [1422] #ai,#machinelearning [1254] #datascience,#ai [1168] #iot,#iiot [1020] #machinelearning,#iot [681] #iiot,#pytorch [678] #python,#rstats [667] #pytorch,#python [533] #coding,#100daysofcode Top Word Pairs in Tweet in G2:
[410] #infosec,#infosecurity [409] #infosecurity,#cybersecurity [385] #cybersecurity,#threatintel [247] #bigdata,#analytics [208] #iot,#iiot [204] #threatintel,#threatintelligence [201] #analytics,#datascience [174] #datascience,#ai [168] #ai,#machinelearning [168] #threatintelligence,#hacking Top Word Pairs in Tweet in G3:
[93] take,eyes [90] eyes,flux [90] flux,building [90] building,created [89] created,people [89] people,people [83] people,runonflux [81] runonflux,#web3 [61] #cloud,#cloudcomputing [54] #web3,#flux Top Word Pairs in Tweet in G4:
[23] cloud,computing [8] #cloudcomputing,#cloud [8] mobile,app [8] app,development [8] development,platforms [8] platforms,2022 [7] #cloud,#cloudcomputing [7] #cloudcomputing,#voip [6] #serviciotecnico,#telefonia [6] #telefonia,#tecnicoinformatica Top Word Pairs in Tweet in G5:
[145] #bigdata,#analytics [137] #analytics,#datascience [134] #iot,#iiot [130] #machinelearning,#iot [128] #datascience,#ai [126] #ai,#machinelearning [86] free,book [86] book,available [86] available,#bigdata [80] free_ai_books,free Top Word Pairs in Tweet in G6:
[174] #bigdata,#analytics [137] #iot,#iiot [127] #analytics,#datascience [124] #iiot,#pytorch [121] #datascience,#ai [113] #pytorch,#python [109] #ai,#machinelearning [107] #machinelearning,#iot [103] #python,#rstats [53] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[300] #bigdata,#analytics [293] #analytics,#datascience [283] #iot,#iiot [223] #datascience,#ai [197] #ai,#machinelearning [189] #machinelearning,#iot [173] #python,#rstats [167] #pytorch,#python [164] #iiot,#pytorch [89] #rstats,#tensorflow Top Word Pairs in Tweet in G8:
[31] cka,study [31] study,guide [31] guide,github [31] github,repo [31] repo,updated [31] updated,reflect [31] reflect,latest [31] latest,curriculum [31] curriculum,22 [30] vt_uk,cka Top Word Pairs in Tweet in G9:
[63] current,situation [63] situation,looks [63] looks,extremely [63] extremely,bleak [63] bleak,youth [63] youth,facing [63] facing,grave [63] grave,moral [63] moral,social [63] social,economic Top Word Pairs in Tweet in G10:
[19] full,stack [18] ready,serve [18] serve,full [18] stack,#aws [18] #aws,amplify [18] amplify,studio [18] studio,visual [18] visual,interface [18] interface,build [18] build,scalable Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: