The graph represents a network of 2,067 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, 26 October 2020 at 12:02 UTC.
The requested start date was Monday, 26 October 2020 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 3-day, 9-hour, 0-minute period from Thursday, 22 October 2020 at 14:58 UTC to Sunday, 25 October 2020 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 : 2067
Unique Edges : 1521
Edges With Duplicates : 13109
Total Edges : 14630
Number of Edge Types : 5
Mentions : 574
Tweet : 2029
Retweet : 5628
MentionsInRetweet : 6379
Replies to : 20
Self-Loops : 2151
Reciprocated Vertex Pair Ratio : 0.00598958333333333
Reciprocated Edge Ratio : 0.0119078436448356
Connected Components : 451
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 1357
Maximum Edges in a Connected Component : 13616
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.061525
Graph Density : 0.000904594440549435
Modularity : 0.218778
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,067 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, 26 October 2020 at 12:02 UTC.
The requested start date was Monday, 26 October 2020 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 3-day, 9-hour, 0-minute period from Thursday, 22 October 2020 at 14:58 UTC to Sunday, 25 October 2020 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:
[2529] #bigdata,#analytics [2399] #analytics,#datascience [2073] #iot,#iiot [2015] #datascience,#ai [1375] #ai,#machinelearning [1347] #python,#rstats [1121] #machinelearning,#iot [914] #iiot,#python [562] #iiot,#pytorch [531] #pytorch,#python Top Word Pairs in Tweet in G1:
[1440] #bigdata,#analytics [1384] #analytics,#datascience [1157] #datascience,#ai [1118] #iot,#iiot [743] #ai,#machinelearning [698] #python,#rstats [591] #machinelearning,#iot [413] #iiot,#python [328] 99,free [313] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[38] apple's,recent [38] recent,ios [38] ios,14 [38] 14,release [38] release,added [38] added,mac [38] mac,randomization [38] randomization,#wifi [38] #wifi,connections [38] connections,learn Top Word Pairs in Tweet in G3:
[203] gt,gt [142] #iot,#iiot [132] #bigdata,#analytics [132] #analytics,#datascience [123] #datascience,#ai [97] #ai,#machinelearning [97] link,gt [86] #machinelearning,#bigdata [80] #python,#rstats [64] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[914] #bigdata,#analytics [823] #analytics,#datascience [784] #iot,#iiot [692] #datascience,#ai [547] #python,#rstats [514] #ai,#machinelearning [452] #machinelearning,#iot [447] #iiot,#python [251] #rstats,#tensorflow [228] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[84] cloud,computing [57] #cloud,#cloudcomputing [39] top,10 [37] cloud,certification [34] 10,cloud [34] certification,aws [34] aws,azure [34] azure,gcp [34] gcp,aim [34] aim,2020 Top Word Pairs in Tweet in G6:
[58] cloud,computing [42] #bleepingcomputer,blog [32] read,more [25] another,microsoft [23] #cloud,#cloudcomputing [22] #xentegra,#bleepingcomputer [21] more,#aws [21] #aws,#cloud [20] microsoft,azure [17] azure,space Top Word Pairs in Tweet in G7:
[19] artificial,intelligence [17] #bigdata,#analytics [15] #analytics,#datascience [15] #iot,#iiot [14] cloud,computing [13] #datascience,#ai [13] #datascience,#artificialintelligence [10] microsoft,azure [10] azure,space [10] space,cloud Top Word Pairs in Tweet in G8:
[9] #aws,#cloudcomputing [4] #cloudcomputing,#azure [4] cloud,migration [4] amazon,web [4] web,services [4] services,aws [3] race,supremacy [3] supremacy,hots [3] hots,#cloudcomputing [3] #azure,appears Top Word Pairs in Tweet in G9:
[28] scientists,bristoluni [28] bristoluni,enabled [28] enabled,powerful [28] powerful,imaging [27] imaging,techniques [27] techniques,running [27] running,high [27] high,performance [27] performance,#cloudcomputing [10] #cloudcomputing,#oracle Top Word Pairs in Tweet in G10:
[6] #cloudcomputing,#security [4] zoom,adds [4] adds,support [4] support,meeting [4] meeting,apps [4] apps,live [4] live,events [4] events,#cloudcomputing [3] building,#cloud [3] #cloud,native Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: