The graph represents a network of 4,065 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 January 2022 at 07:30 UTC.
The requested start date was Sunday, 16 January 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 2-day, 5-hour, 43-minute period from Thursday, 13 January 2022 at 19:17 UTC to Sunday, 16 January 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 : 4065
Unique Edges : 3837
Edges With Duplicates : 14051
Total Edges : 17888
Number of Edge Types : 5
Retweet : 5722
MentionsInRetweet : 8011
Tweet : 1596
Mentions : 2496
Replies to : 63
Self-Loops : 1869
Reciprocated Vertex Pair Ratio : 0.0131086142322097
Reciprocated Edge Ratio : 0.0258780036968577
Connected Components : 653
Single-Vertex Connected Components : 365
Maximum Vertices in a Connected Component : 2634
Maximum Edges in a Connected Component : 15563
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.415316
Graph Density : 0.000425722269033714
Modularity : 0.345132
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,065 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 January 2022 at 07:30 UTC.
The requested start date was Sunday, 16 January 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 2-day, 5-hour, 43-minute period from Thursday, 13 January 2022 at 19:17 UTC to Sunday, 16 January 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 : #cloud
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:
[727] #digital,#cx [726] #datascientist,#digital [724] #cx,#women [724] #women,#ehealth [724] #finserv,#fashiontech [724] #fashiontech,#insurtech [715] #ces2023,#finserv [700] #ehealth,#data [700] #data,#ces2023 [672] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[700] #digital,#cx [699] #cx,#women [699] #women,#ehealth [699] #finserv,#fashiontech [699] #fashiontech,#insurtech [699] #datascientist,#digital [690] #ces2023,#finserv [675] #ehealth,#data [675] #data,#ces2023 [636] #machinelearning,#ai Top Word Pairs in Tweet in G2:
[487] nischalshetty,flux [487] flux,#flux [487] #flux,#web3 [487] #web3,#web30 [487] #web30,#defi [487] #defi,#pouw [487] #pouw,#fluxos [487] #fluxos,#nvidia [487] #nvidia,#tothemoon [487] #tothemoon,#gems Top Word Pairs in Tweet in G3:
[34] #sky,#cloud [20] #tornado,#damage [19] #damage,#storms [19] #storms,#tonight [18] #morning,#glow [18] #glow,#sky [16] cloud,computing [16] #cloud,#cloudcomputing [15] #nature,#outdoors [13] computing,trends Top Word Pairs in Tweet in G4:
[46] learn,more [26] #ai,#iot [22] #iot,#robotics [20] read,more [20] #5g,adoption [20] adoption,key [20] key,succeeding [20] #robotics,sudipto_martech [20] sudipto_martech,martechseries [17] #artificialintelligence,#cloud Top Word Pairs in Tweet in G5:
[103] flux,runonflux [86] below,estimated [86] estimated,flux [86] flux,node [86] node,tier [86] tier,change [86] change,dates [86] dates,cumulus [86] cumulus,march [86] march,1st Top Word Pairs in Tweet in G6:
[149] #ai,#cloud [140] gave,kred [136] kred,#influence [88] eli_krumova,gave [69] #iot,#iiot [54] #ai,#ml [48] #iiot,#iotpl [36] #edge,#cloud [34] #influence,#datascience [28] #cloud,#cloudcomputing Top Word Pairs in Tweet in G7:
[59] #tifa,#tifalockhart [59] #cloud,#cloudstrife [41] #tifalockhart,#cloud [35] #クラウド,#cloud [35] #cloud,#finalfantasyviiremake [32] pulse,#tifa [31] voaleine,pulse [31] 鑼牟で戦う美しいクラ君,#クラウド [30] clotirujul21,鑼牟で戦う美しいクラ君 [27] #cloud,#tifa Top Word Pairs in Tweet in G8:
[14] save,time [14] time,#cloudnative [14] #cloudnative,app [14] app,development [14] development,workflow [14] workflow,experience [14] experience,optimizing [14] optimizing,#rancherdesktop [14] #rancherdesktop,#skaffold [11] k8s,cluster Top Word Pairs in Tweet in G9:
[49] #security,#privacy [49] #privacy,#cloud [18] multiple,companies [12] richard,rys [12] rys,arc_advisory [12] #tpss,#iot [12] #iot,#futureofwork [12] financial,reporting [12] reporting,software [12] software,built Top Word Pairs in Tweet in G10:
[30] proud,announce [29] announce,partnership [22] phil,abraham [22] abraham,co [22] co,q4qgnnuyaa [22] q4qgnnuyaa,#we [22] #we,proud [22] partnership,#google [22] #google,sada [22] sada,quantum 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 G5:
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: