The graph represents a network of 2,622 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, 19 December 2022 at 16:12 UTC.
The requested start date was Monday, 19 December 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, 6-hour, 58-minute period from Thursday, 15 December 2022 at 18:02 UTC to Monday, 19 December 2022 at 01:00 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 : 2622
Unique Edges : 1782
Edges With Duplicates : 13519
Total Edges : 15301
Number of Edge Types : 5
Retweet : 5604
MentionsInRetweet : 6840
Tweet : 1902
Mentions : 923
Replies to : 32
Self-Loops : 2523
Reciprocated Vertex Pair Ratio : 0.00909961685823755
Reciprocated Edge Ratio : 0.0180351210251542
Connected Components : 437
Single-Vertex Connected Components : 322
Maximum Vertices in a Connected Component : 1941
Maximum Edges in a Connected Component : 14227
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.919949
Graph Density : 0.000613189660114821
Modularity : 0.239138
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,622 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, 19 December 2022 at 16:12 UTC.
The requested start date was Monday, 19 December 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, 6-hour, 58-minute period from Thursday, 15 December 2022 at 18:02 UTC to Monday, 19 December 2022 at 01:00 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:
[2977] #bigdata,#analytics [1937] #analytics,#datascience [1797] #iot,#iiot [1676] #python,#rstats [1442] #iiot,#python [1290] #ai,#machinelearning [1286] #datascience,#ai [1212] #analytics,#ai [1205] #machinelearning,#iot [946] #ai,#iiot Top Word Pairs in Tweet in G1:
[1173] #bigdata,#analytics [708] #analytics,#datascience [659] #iiot,#python [592] #analytics,#ai [566] #python,#rstats [506] #ai,#iiot [493] #cybersecurity,#bigdata [472] #iot,#iiot [452] #datascience,#sql [452] #sql,#cybersecurity Top Word Pairs in Tweet in G2:
[941] #bigdata,#analytics [906] #analytics,#datascience [876] #iot,#iiot [661] #python,#rstats [609] #datascience,#ai [605] #ai,#machinelearning [570] #machinelearning,#iot [497] #iiot,#pytorch [497] #pytorch,#python [386] #iiot,#python Top Word Pairs in Tweet in G3:
[40] cloud,computing [24] linux,path [23] #cloud,#cloudcomputing [21] #bigdata,#analytics [21] #pentesting,#oscp [20] path,cheat [20] cheat,sheet [17] #ai,#iiot [16] #machinelearning,#datascience [16] #cybersecurity,#bigdata Top Word Pairs in Tweet in G4:
[293] #devsecops,#kubernetes [293] #kubernetes,#cicd [293] #devops,#devsecops [220] #k8s,#linux [220] #cicd,#k8s [210] #linux,#docker [140] #docker,#sy [136] devops,exercises [136] exercises,abregman2 [136] abregman2,#devops Top Word Pairs in Tweet in G5:
[94] #cloudcomputing,#cybersecurity [40] quick,question [40] formally,pitching [40] twittersupport,quick [40] pitching,solution [40] process,formally [40] #twitter,very [40] very,demanding [40] solution,#twitter [40] question,process Top Word Pairs in Tweet in G6:
[273] #bigdata,#analytics [240] #cybersecurity,#bigdata [237] #analytics,#ai [235] #ai,#iiot [233] #sql,#cybersecurity [232] #datascience,#sql [208] #iiot,#python [203] #machinelearning,#datascience [165] #python,#rstats [149] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[446] #bigdata,#analytics [369] #iot,#iiot [278] #ai,#ml [277] #analytics,#ai [223] #python,#rstats [222] #ai,#machinelearning [207] #analytics,#datascience [204] #iiot,#iotpl [179] #datascience,#analytics [174] #datascience,#ai Top Word Pairs in Tweet in G8:
[48] #cloud,#cloudcomputing [31] #cloudcomputing,hyland [24] #bigdata,#analytics [16] #digitaltransformation,#cloudcomputing [13] #analytics,#datascience [12] cloud,computing [12] #aws,#awsblog [11] #cloud,computing [10] #serverless,#cloud [10] #awsblog,#serverless Top Word Pairs in Tweet in G9:
[11] #insurtech,#cloudcomputing [11] ecosystem,globaliqx [8] #infosec,#data [8] #cloudsecurity,#infosec [8] #insurance,#insurtech [8] financial,services [8] #multicloud,security [8] #iot,#5g [8] gt,gt [8] future,#multicloud Top Word Pairs in Tweet in G10:
[11] link,antgrasso [9] antgrasso,#cloudcomputing [9] #bigdata,#analytics [8] cloud,computing [7] case,#cloudcomputing [7] techmenttech,link [7] #cloudcomputing,#infographic [7] areas,articulate [7] potential,areas [7] expand,#roi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: