The graph represents a network of 2,870 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 November 2022 at 16:10 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 14-hour, 27-minute period from Tuesday, 22 November 2022 at 11:50 UTC to Saturday, 26 November 2022 at 02:17 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 : 2870
Unique Edges : 1907
Edges With Duplicates : 13165
Total Edges : 15072
Number of Edge Types : 5
Retweet : 5689
MentionsInRetweet : 6653
Tweet : 1741
Mentions : 971
Replies to : 18
Self-Loops : 1899
Reciprocated Vertex Pair Ratio : 0.0138648180242634
Reciprocated Edge Ratio : 0.0273504273504274
Connected Components : 507
Single-Vertex Connected Components : 368
Maximum Vertices in a Connected Component : 2118
Maximum Edges in a Connected Component : 13897
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.209151
Graph Density : 0.000568372959535003
Modularity : 0.255158
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,870 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 November 2022 at 16:10 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 14-hour, 27-minute period from Tuesday, 22 November 2022 at 11:50 UTC to Saturday, 26 November 2022 at 02:17 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:
[3785] #bigdata,#analytics [2578] #analytics,#datascience [2288] #python,#rstats [2238] #datascience,#ai [2125] #iot,#iiot [1754] #ai,#machinelearning [1656] #machinelearning,#iot [1656] #iiot,#python [1137] #pytorch,#python [1131] #analytics,#ai Top Word Pairs in Tweet in G1:
[2203] #bigdata,#analytics [1480] #analytics,#datascience [1341] #datascience,#ai [1163] #python,#rstats [1085] #iot,#iiot [975] #ai,#machinelearning [911] #machinelearning,#iot [824] #iiot,#python [673] #analytics,#ai [623] #pytorch,#python Top Word Pairs in Tweet in G2:
[52] cloud,computing [38] #cloud,#cloudcomputing [19] #psktechnologies,#pskitservices [19] psk,technologies [19] #itcompany,#softwarecompany [19] #pskitservices,#psknagpur [19] pvt,ltd [19] #professional,#nagpur [19] #psknagpur,#itcompany [19] #softwarecompany,#bestitcompany Top Word Pairs in Tweet in G3:
[757] #bigdata,#analytics [709] #analytics,#datascience [706] #iot,#iiot [612] #python,#rstats [566] #datascience,#ai [547] #ai,#machinelearning [528] #machinelearning,#iot [401] #iiot,#python [315] #rstats,#tensorflow [291] #pytorch,#python Top Word Pairs in Tweet in G4:
[88] #bigdata,#analytics [62] #datascience,#ai [57] #analytics,#datascience [43] #ai,#pytorch [33] ingliguori,#infographic [33] ingliguori,#bigdata [31] #pytorch,#tensorflow [23] #analytics,#ai [22] #iot,#iiot [20] #datascience,#sql Top Word Pairs in Tweet in G5:
[530] #bigdata,#analytics [377] #python,#rstats [318] #iiot,#python [305] #analytics,#ai [285] #cybersecurity,#bigdata [240] #ai,#iiot [240] #machinelearning,#datascience [223] #analytics,#datascience [207] #iot,#iiot [173] #datascience,#ai Top Word Pairs in Tweet in G6:
[154] cheat,sheet [151] #bigdata,#analytics [151] #pentesting,#oscp [131] linux,path [127] path,cheat [114] #infosec,#cybersecurity [106] #oscp,#informationsecurity [90] #python,#rstats [79] #cybersecuritytips,#pentesting [78] #analytics,#datascience Top Word Pairs in Tweet in G7:
[60] #cloudcomputing,#cloudadoption [34] #cloudadoption,#technology [32] cloud,computing [27] #cloud,#cloudcomputing [17] #cloudcomputing,#datacenter [16] #cloudcomputing,#cybersecurity [15] cloud,technology [14] #cloudcomputing,#digital [12] feds,layout [12] carbon,footprint Top Word Pairs in Tweet in G8:
[19] next,week [18] register,#reinvent [18] #reinvent,next [18] join,online [18] time,register [18] online,product [18] week,innovation [18] innovation,commences [18] product,launches [18] still,time Top Word Pairs in Tweet in G9:
[42] #flux,runonflux [36] flux,#flux [35] runonflux,flux [22] 143,mwh [22] mwh,#flux [22] #pow,#cloudcomputing [22] #cloudcomputing,#bitcoin [21] #flux,takes [21] actively,developing [21] #bitcoin,takes Top Word Pairs in Tweet in G10:
[14] microsoft,azure [13] #100daysofcloud,#100daysofcode [12] python,course [12] course,begins [12] 5th,register [12] begins,december [12] azure,devops [12] az,400 [12] use,codes [12] devops,solutions Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
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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 G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: