The graph represents a network of 1,453 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, 05 July 2021 at 14:33 UTC.
The requested start date was Monday, 05 July 2021 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, 5-hour, 8-minute period from Friday, 02 July 2021 at 18:51 UTC to Monday, 05 July 2021 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 : 1453
Unique Edges : 1078
Edges With Duplicates : 14577
Total Edges : 15655
Number of Edge Types : 5
Retweet : 6705
MentionsInRetweet : 7489
Mentions : 552
Tweet : 883
Replies to : 26
Self-Loops : 958
Reciprocated Vertex Pair Ratio : 0.0085896370185647
Reciprocated Edge Ratio : 0.017032967032967
Connected Components : 112
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 1266
Maximum Edges in a Connected Component : 15405
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.611419
Graph Density : 0.00172531799885864
Modularity : 0.169691
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,453 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, 05 July 2021 at 14:33 UTC.
The requested start date was Monday, 05 July 2021 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, 5-hour, 8-minute period from Friday, 02 July 2021 at 18:51 UTC to Monday, 05 July 2021 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:
[3358] #bigdata,#analytics [3049] #analytics,#datascience [2646] #iot,#iiot [2145] #datascience,#ai [1826] #machinelearning,#bigdata [1612] #python,#rstats [1525] #ai,#machinelearning [1385] #machinelearning,#iot [893] #iiot,#python [620] #datascience,#iot Top Word Pairs in Tweet in G1:
[2418] #bigdata,#analytics [2145] #analytics,#datascience [1841] #iot,#iiot [1545] #datascience,#ai [1390] #machinelearning,#bigdata [1153] #ai,#machinelearning [1142] #python,#rstats [1034] #machinelearning,#iot [548] #iiot,#python [447] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[445] #analytics,#datascience [409] #bigdata,#analytics [348] #machinelearning,#bigdata [348] #datascience,#ai [325] #iot,#iiot [234] #python,#rstats [206] #iiot,#python [181] #ai,#iot [150] #rstats,#tensorflow [143] #javascript,#reactjs Top Word Pairs in Tweet in G3:
[48] #iot,#iiot [48] #analytics,#ai [48] #ai,#ml [45] #bigdata,#analytics [37] #ml,#machinelearning [33] #datascience,#bigdata [31] #iiot,#iotpl [25] #machinelearning,#dl [25] #dl,#iot [22] #cloudcomputing,#serverless Top Word Pairs in Tweet in G4:
[253] #bigdata,#analytics [232] #analytics,#datascience [221] #iot,#iiot [169] #datascience,#ai [167] #ai,#machinelearning [155] #machinelearning,#iot [126] #python,#rstats [90] #iiot,#python [69] #iiot,#pytorch [68] #pytorch,#python Top Word Pairs in Tweet in G5:
[36] using,link [25] test,vultr [23] 100,credits [19] 100,credit [19] credit,test [16] #debian,#redhat [16] #redhat,#centos [16] #devops,#techtips [16] #techtips,#linuxtips [16] #linuxtips,#techfun Top Word Pairs in Tweet in G6:
[160] #bigdata,#analytics [148] #analytics,#datascience [141] #iot,#iiot [111] #datascience,#iot [91] #rstats,#javascript [87] #iiot,#rstats [63] #javascript,#reactjs [53] #python,#rstats [49] #reactjs,#cloudcomputing [49] #machinelearning,#bigdata Top Word Pairs in Tweet in G7:
[5] cloud,computing [3] know,more [3] moving,cloud [3] hello,everyone [2] cloud,strategy [2] #cloudcomputing,#bigdata [2] nube,internet [2] internet,cloud [2] refiere,nuevo [2] nuevo,modelo Top Word Pairs in Tweet in G8:
[35] server,deployment [34] today,#20in20 [34] #20in20,featuring [34] featuring,minecraft [34] minecraft,global [34] global,server [34] deployment,one [34] one,first [34] first,steps [33] runonflux,today Top Word Pairs in Tweet in G9:
[39] #bigdata,#analytics [38] #iot,#iiot [33] #analytics,#datascience [23] #datascience,#ai [23] #ai,#machinelearning [21] #python,#rstats [20] #machinelearning,#iot [11] stocks,services [11] #itservices,#stocks [11] #stocks,#technology Top Word Pairs in Tweet in G10:
[13] #informationsecurity,#infosec [11] #cloudcomputing,#cybersecuritythreats [11] #cybersecuritythreats,#privacy [10] #iot,#iiot [9] #cloudcomputing,#cybersecurity [9] #cloud,#microsoft [8] #cyberattack,#cloudcomputing [8] #cyberaware,#cyberawareness [8] #it,#audit [8] #audit,#compliance Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: