The graph represents a network of 1,284 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, 21 June 2021 at 14:37 UTC.
The requested start date was Monday, 21 June 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, 28-minute period from Friday, 18 June 2021 at 18:31 UTC to Monday, 21 June 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 : 1284
Unique Edges : 964
Edges With Duplicates : 14500
Total Edges : 15464
Number of Edge Types : 5
Retweet : 6789
MentionsInRetweet : 7322
Mentions : 466
Tweet : 872
Replies to : 15
Self-Loops : 966
Reciprocated Vertex Pair Ratio : 0.00902737332556785
Reciprocated Edge Ratio : 0.0178932178932179
Connected Components : 94
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1130
Maximum Edges in a Connected Component : 15278
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.489152
Graph Density : 0.00210335006300945
Modularity : 0.159373
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,284 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, 21 June 2021 at 14:37 UTC.
The requested start date was Monday, 21 June 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, 28-minute period from Friday, 18 June 2021 at 18:31 UTC to Monday, 21 June 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:
[3460] #bigdata,#analytics [3059] #analytics,#datascience [2606] #iot,#iiot [2336] #datascience,#ai [1614] #machinelearning,#bigdata [1587] #ai,#machinelearning [1496] #machinelearning,#iot [1377] #python,#rstats [757] #iiot,#python [564] #ai,#iot Top Word Pairs in Tweet in G1:
[2661] #bigdata,#analytics [2363] #analytics,#datascience [1853] #iot,#iiot [1827] #datascience,#ai [1270] #ai,#machinelearning [1238] #machinelearning,#bigdata [1162] #machinelearning,#iot [949] #python,#rstats [529] #iiot,#python [424] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[74] #bigdata,#analytics [56] #analytics,#datascience [46] #datascience,#ai [44] #iot,#iiot [44] #machinelearning,#bigdata [44] cloud,security [38] #bigdata,#vivatech2021 [37] cloud,computing [36] amazon,web [36] web,services Top Word Pairs in Tweet in G3:
[540] #bigdata,#analytics [484] #analytics,#datascience [416] #iot,#iiot [357] #datascience,#ai [261] #machinelearning,#bigdata [225] #python,#rstats [218] #machinelearning,#iot [188] #ai,#machinelearning [181] #iiot,#python [156] #ai,#iot Top Word Pairs in Tweet in G4:
[176] #iot,#iiot [137] #python,#rstats [134] #rstats,#reactjs [133] #ai,#python [130] #reactjs,#iot [110] #analytics,#machinelearning [110] #machinelearning,#ai [67] #bigdata,#analytics [64] #bigdata,#cloudcomputing [62] #linux,#serverless Top Word Pairs in Tweet in G5:
[73] #iot,#iiot [71] #bigdata,#analytics [57] #analytics,#datascience [36] #datascience,#ai [36] #machinelearning,#bigdata [35] #python,#rstats [28] #ai,#python [28] #rstats,#reactjs [28] #reactjs,#iot [27] #machinelearning,#ai Top Word Pairs in Tweet in G6:
[16] #flux,#blockchain [16] #blockchain,#crypto [9] top,list [9] list,flux [9] flux,head [9] head,shoulders [9] shoulders,above [9] above,everything [9] everything,mineyour_biz [9] mineyour_biz,#flux Top Word Pairs in Tweet in G7:
[17] #ai,#machinelearning [17] #iot,#iiot [15] #bigdata,#analytics [12] #analytics,#datascience [10] #datascience,#ai [9] demystified,data [9] data,modeling [9] modeling,proposition [9] #machinelearning,#bigdata [8] #machinelearning,#iot Top Word Pairs in Tweet in G8:
[11] learn,more [9] extremecloud,iq [9] iq,copilot [9] copilot,relentlessly [9] relentlessly,calibrated [9] calibrated,against [9] against,array [9] array,negative [9] negative,test [9] test,cases Top Word Pairs in Tweet in G9:
[12] businesses,cloud [12] cloud,powerful [12] powerful,innovation [12] innovation,tool [12] tool,configurations [12] configurations,private [12] private,public [12] public,hybrid [12] hybrid,cloud [11] antgrasso,businesses Top Word Pairs in Tweet in G10:
[9] #bigdata,#analytics [8] #analytics,#datascience [8] #datascience,#ai [6] iot,#cloud [6] #cloud,services [6] services,big [6] big,cloud [6] cloud,first [6] first,#iot [6] #iot,service Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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:
Top Mentioned in G8:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: