The graph represents a network of 2,806 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 December 2022 at 16:08 UTC.
The requested start date was Monday, 05 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, 7-hour, 16-minute period from Thursday, 01 December 2022 at 17:43 UTC to Monday, 05 December 2022 at 00:59 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 : 2806
Unique Edges : 1716
Edges With Duplicates : 13611
Total Edges : 15327
Number of Edge Types : 5
Retweet : 5607
MentionsInRetweet : 6465
Tweet : 1875
Mentions : 1352
Replies to : 28
Self-Loops : 2511
Reciprocated Vertex Pair Ratio : 0.0110752191970466
Reciprocated Edge Ratio : 0.0219078046554085
Connected Components : 506
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 2024
Maximum Edges in a Connected Component : 14125
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.009031
Graph Density : 0.000556739251133616
Modularity : 0.233549
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,806 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 December 2022 at 16:08 UTC.
The requested start date was Monday, 05 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, 7-hour, 16-minute period from Thursday, 01 December 2022 at 17:43 UTC to Monday, 05 December 2022 at 00:59 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:
[3586] #bigdata,#analytics [2640] #analytics,#datascience [2095] #iot,#iiot [2074] #python,#rstats [1685] #datascience,#ai [1644] #iiot,#python [1550] #ai,#machinelearning [1432] #machinelearning,#iot [1247] #rstats,#tensorflow [1031] #pytorch,#python Top Word Pairs in Tweet in G1:
[1123] #bigdata,#analytics [754] #analytics,#datascience [716] #python,#rstats [515] #iiot,#python [458] #datascience,#ai [444] #iot,#iiot [387] #rstats,#tensorflow [355] #ai,#machinelearning [332] #machinelearning,#iot [309] #pytorch,#python Top Word Pairs in Tweet in G2:
[1249] #bigdata,#analytics [1126] #analytics,#datascience [1017] #iot,#iiot [890] #python,#rstats [809] #datascience,#ai [792] #ai,#machinelearning [781] #machinelearning,#iot [525] #iiot,#pytorch [513] #pytorch,#python [499] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[37] cloud,computing [32] #pentesting,#oscp [28] linux,path [26] cheat,sheet [25] path,cheat [24] #cloud,#cloudcomputing [23] #bigdata,#analytics [21] #networking,#networksecurity [19] #linux,#unix [18] telfar,bag Top Word Pairs in Tweet in G4:
[349] #bigdata,#analytics [343] #iot,#iiot [333] #pentesting,#oscp [327] #infosec,#cybersecurity [299] cheat,sheet [290] #oscp,#informationsecurity [277] #cybersecurity,#cybersecuritytips [277] #cybersecuritytips,#pentesting [257] path,cheat [257] linux,path Top Word Pairs in Tweet in G5:
[351] #bigdata,#analytics [326] #analytics,#datascience [268] #iiot,#python [243] #python,#javascript [242] #datascience,#iiot [238] #javascript,#tensorflow [140] #tensorflow,#cloudcomputing [83] machine,learning [74] #datascience,#ai [74] #iot,#iiot Top Word Pairs in Tweet in G6:
[284] #bigdata,#analytics [166] #rstats,#tensorflow [161] #cybersecurity,#bigdata [143] #analytics,#ai [141] #iiot,#python [137] #ai,#iiot [131] #machinelearning,#datascience [130] #python,#rstats [125] #analytics,#datascience [113] #iot,#iiot Top Word Pairs in Tweet in G7:
[68] #devsecops,#kubernetes [68] #cicd,#k8s [68] #kubernetes,#cicd [68] #devops,#devsecops [55] #k8s,#linux [45] #docker,#sysadmin [45] #sysadmin,#automation [43] #linux,#docker [40] #bigdata,#analytics [38] #automation,#technology Top Word Pairs in Tweet in G8:
[36] #bigdata,#analytics [32] #analytics,#datascience [31] #machinelearning,#bigdata [31] #datascience,#ai [31] #ai,#iot [28] #iot,#iiot [18] #coding,#100daysofcode [17] #datascientist,#linux [17] #javascript,#reactjs [17] #reactjs,#cloudcomputing Top Word Pairs in Tweet in G9:
[58] v3,28 [58] fluxos,v3 [55] read,more [55] release,fluxos [55] 28,freaking [55] today,day [55] changer,read [55] day,release [55] more,important [55] game,changer Top Word Pairs in Tweet in G10:
[30] #bigdata,#analytics [25] #analytics,#datascience [22] multi,cloud [20] #iiot,#python [15] #python,#javascript [15] #javascript,#tensorflow [15] #datascience,#iiot [14] public,hybrid [14] hybrid,cloud [14] private,public Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G9:
Top Replied-To in G10:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: