The graph represents a network of 3,109 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 December 2022 at 16:07 UTC.
The requested start date was Monday, 26 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, 12-hour, 41-minute period from Thursday, 22 December 2022 at 12:18 UTC to Monday, 26 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 : 3109
Unique Edges : 1944
Edges With Duplicates : 13511
Total Edges : 15455
Number of Edge Types : 5
Tweet : 1594
Retweet : 5793
MentionsInRetweet : 6967
Mentions : 1087
Replies to : 14
Self-Loops : 2093
Reciprocated Vertex Pair Ratio : 0.0104745617785378
Reciprocated Edge Ratio : 0.0207319653056907
Connected Components : 475
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 2353
Maximum Edges in a Connected Component : 14235
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.919268
Graph Density : 0.000489197095823021
Modularity : 0.263141
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,109 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 December 2022 at 16:07 UTC.
The requested start date was Monday, 26 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, 12-hour, 41-minute period from Thursday, 22 December 2022 at 12:18 UTC to Monday, 26 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:
[3558] #bigdata,#analytics [2546] #analytics,#datascience [2470] #iot,#iiot [2315] #python,#rstats [2028] #datascience,#ai [1884] #ai,#machinelearning [1749] #machinelearning,#iot [1627] #iiot,#python [1135] #rstats,#tensorflow [1056] #pytorch,#python Top Word Pairs in Tweet in G1:
[1317] #bigdata,#analytics [1302] #analytics,#datascience [1296] #iot,#iiot [992] #python,#rstats [983] #datascience,#ai [960] #ai,#machinelearning [916] #machinelearning,#iot [667] #iiot,#python [566] #iiot,#pytorch [556] #pytorch,#python Top Word Pairs in Tweet in G2:
[1142] #bigdata,#analytics [640] #analytics,#datascience [574] #python,#rstats [535] #datascience,#ai [513] #iot,#iiot [454] #iiot,#python [452] #cybersecurity,#bigdata [451] #datascience,#sql [449] #machinelearning,#datascience [437] #sql,#cybersecurity Top Word Pairs in Tweet in G3:
[75] cloud,computing [56] #cloud,#cloudcomputing [33] industry,clouds [33] #bigdata,#analytics [32] competitive,edge [32] more,businesses [32] #cloudcomputing,#itstrategy [32] turning,industry [32] clouds,competitive [32] continues,evolve Top Word Pairs in Tweet in G4:
[895] #bigdata,#analytics [607] #python,#rstats [551] #iot,#iiot [469] #analytics,#datascience [460] #analytics,#ai [414] #ai,#machinelearning [398] #datascience,#ai [396] #iiot,#python [340] #machinelearning,#iot [294] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[277] #devops,#devsecops [266] #devsecops,#kubernetes [264] #kubernetes,#cicd [263] #k8s,#linux [263] #cicd,#k8s [172] #linux,#docker [143] mariuszmichaow3,awesome [91] devsecops,library [91] library,sottlmarek [91] ultimate,devsecops Top Word Pairs in Tweet in G6:
[151] bring,ability [151] #web3,#web2 [151] balancing,between [151] transfer,#web3 [151] ability,deploy [151] load,balancing [151] year,#flux [151] #web2,load [151] deploy,transfer [151] #flux,bring Top Word Pairs in Tweet in G7:
[87] #motivation,#tech [87] #apple,#motivation [86] steve,jobs [86] defines,steve [86] jobs,finshots [86] movements,defines [86] key,movements [86] finshots,#apple [85] khulood_almani,key [84] #innovation,#bigdata Top Word Pairs in Tweet in G8:
[34] #cloud,#cloudcomputing [31] amazon,web [31] web,services [30] #aws,#cloudcomputing [26] #amazonwebservices,#aws [22] cloud,computing [22] #aws,#awscloud [19] computing,aws [19] aws,introduction [17] skknodax,cloud Top Word Pairs in Tweet in G9:
[32] green,dekm0101 [32] interviewed,stella [32] recent,video [32] interview,evan [32] stella,friaisse [32] evan,green [32] video,interview [32] stellaaibc,aibcsummit [32] friaisse,stellaaibc [32] dekm0101,interviewed Top Word Pairs in Tweet in G10:
[87] #cloud,#cloudcomputing [67] #cloudcomputing,#technews [66] tom_w_keane,microsoft [46] #technews,#techtwitter [23] control,#cloud [23] microsoft,innovation [23] analytics,control [23] ran,analytics [23] innovation,ran [22] learn,azure Top Replied-To in Entire Graph:
Top Replied-To in G2:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: