The graph represents a network of 2,353 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, 29 August 2022 at 15:06 UTC.
The requested start date was Monday, 29 August 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, 7-hour, 38-minute period from Friday, 26 August 2022 at 16:21 UTC to Monday, 29 August 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 : 2353
Unique Edges : 1230
Edges With Duplicates : 13561
Total Edges : 14791
Number of Edge Types : 5
Retweet : 6093
MentionsInRetweet : 6591
Tweet : 1579
Mentions : 506
Replies to : 22
Self-Loops : 1829
Reciprocated Vertex Pair Ratio : 0.00698649278062413
Reciprocated Edge Ratio : 0.0138760407030527
Connected Components : 233
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 1996
Maximum Edges in a Connected Component : 14274
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.639023
Graph Density : 0.000781315501126077
Modularity : 0.230288
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,353 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, 29 August 2022 at 15:06 UTC.
The requested start date was Monday, 29 August 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, 7-hour, 38-minute period from Friday, 26 August 2022 at 16:21 UTC to Monday, 29 August 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:
[2907] #python,#rstats [2863] #bigdata,#analytics [1387] #rstats,#reactjs [1379] #ai,#datasecurity [1379] #datasecurity,#datascientist [1379] #datascientist,#dataanalytics [1379] #dataanalytics,#python [1377] #analytics,#ai [1375] exam,help [1375] help,online Top Word Pairs in Tweet in G1:
[2042] #python,#rstats [1653] #bigdata,#analytics [1283] #rstats,#reactjs [1277] #ai,#datasecurity [1277] #datasecurity,#datascientist [1277] #datascientist,#dataanalytics [1277] #dataanalytics,#python [1275] exam,help [1275] help,online [1275] online,#ai Top Word Pairs in Tweet in G2:
[284] cloud,computing [284] computing,explained [284] explained,yoruba [284] yoruba,youtube [284] youtube,#cloudcomputing [284] #cloudcomputing,#yoruba [284] #yoruba,#technologynews [283] wuraoyewusi,cloud Top Word Pairs in Tweet in G3:
[242] #bigdata,#analytics [160] #machinelearning,#bigdata [127] #python,#rstats [115] #infosec,#cybersecurity [114] #pentesting,#oscp [107] #oscp,#informationsecurity [106] #analytics,#datascience [100] #datascience,#ai [100] #cybersecurity,#cybersecuritytips [99] #cybersecuritytips,#pentesting Top Word Pairs in Tweet in G4:
[9] #cloud,#cloudcomputing [9] #infosec,#cybersecurity [9] hotbot,vpn [9] #mobilephones,#offices [9] #offices,#mobileusers [8] cloud,computing [7] #cloudcomputing,#cloud [7] #cybersecurity,#cybersecuritytips [7] #pentesting,#oscp [7] crecimiento,computación Top Word Pairs in Tweet in G5:
[141] #bigdata,#analytics [138] #python,#rstats [134] #analytics,#datascience [134] #rstats,#tensorflow [132] #datascience,#ai [132] #ai,#machinelearning [128] #pytorch,#python [125] #machinelearning,#pytorch [124] #tensorflow,#java [118] coding,challenges Top Word Pairs in Tweet in G6:
[115] #docker,#sysadmin [115] #sysadmin,#automation [113] #devops,#devsecops [113] #devsecops,#kubernetes [113] #kubernetes,#cicd [113] #cicd,#k8s [113] #k8s,#linux [113] #linux,#docker [84] end,end [84] end,encryption Top Word Pairs in Tweet in G7:
[232] #bigdata,#analytics [203] #analytics,#datascience [196] #iot,#iiot [168] #python,#rstats [140] #datascience,#ai [129] #ai,#machinelearning [125] #machinelearning,#iot [114] #rstats,#tensorflow [113] #pytorch,#python [110] #iiot,#pytorch Top Word Pairs in Tweet in G8:
[103] #bigdata,#analytics [78] #python,#rstats [48] #analytics,#ai [47] #cybersecurity,#bigdata [43] #machinelearning,#datascience [42] #sql,#cybersecurity [42] #iiot,#python [39] #analytics,#datascience [39] #ai,#iiot [37] #iot,#iiot Top Word Pairs in Tweet in G9:
[52] #bigdata,#analytics [52] working,aws [52] aws,searching [52] searching,samples [52] samples,examples [52] examples,go [52] go,repo [52] repo,aws [52] aws,samples [51] david_das_neves,working Top Word Pairs in Tweet in G10:
[172] #bigdata,#analytics [156] #datascience,#sql [154] #sql,#cybersecurity [153] #cybersecurity,#bigdata [148] #analytics,#ai [143] #python,#rstats [142] #ai,#iiot [141] #machinelearning,#datascience [138] #iiot,#python [68] #rstats,#tensorflow Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: