The graph represents a network of 4,600 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, 20 March 2022 at 06:33 UTC.
The requested start date was Sunday, 20 March 2022 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 2-day, 5-hour, 59-minute period from Thursday, 17 March 2022 at 18:01 UTC to Sunday, 20 March 2022 at 00:01 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 : 4600
Unique Edges : 4777
Edges With Duplicates : 13823
Total Edges : 18600
Number of Edge Types : 5
Tweet : 1939
Retweet : 5207
MentionsInRetweet : 8325
Mentions : 3020
Replies to : 109
Self-Loops : 2185
Reciprocated Vertex Pair Ratio : 0.0153150891287974
Reciprocated Edge Ratio : 0.0301681503461919
Connected Components : 766
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 3054
Maximum Edges in a Connected Component : 16293
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.431244
Graph Density : 0.000382313735500156
Modularity : 0.389005
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,600 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, 20 March 2022 at 06:33 UTC.
The requested start date was Sunday, 20 March 2022 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 2-day, 5-hour, 59-minute period from Thursday, 17 March 2022 at 18:01 UTC to Sunday, 20 March 2022 at 00:01 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:
[683] #machinelearning,#ai [610] #ai,#python [597] see,both [596] glad,see [596] both,dak_flux [596] dak_flux,dabit3 [596] dabit3,great [596] great,held [596] held,joint [595] lizaflux,glad Top Word Pairs in Tweet in G1:
[662] #machinelearning,#ai [589] #ai,#python [381] #women,#ehealth [375] #datascientist,#cloud [374] #ehealth,#ces2023 [374] #ces2023,#finserv [371] #cx,#women [318] #ai,#cx [316] #des2022,#ai [283] #python,#datascience Top Word Pairs in Tweet in G2:
[596] glad,see [596] see,both [596] both,dak_flux [596] dak_flux,dabit3 [596] dabit3,great [596] great,held [596] held,joint [595] lizaflux,glad [33] bigtechs,slowly [33] slowly,eating Top Word Pairs in Tweet in G3:
[31] #sky,#cloud [25] #cloud,#sky [15] sign,digitalocean [15] digitalocean,referral [15] referral,link [15] link,refer [15] refer,gets [15] gets,100 [15] 100,credit [15] credit,over Top Word Pairs in Tweet in G4:
[51] chidambara09,#datascientist [51] #datascientist,#cloud [51] #cx,#women [51] #women,#ehealth [51] #ehealth,#ces2023 [51] #ces2023,#finserv [36] #des2022,#ai [36] #ai,#cx [30] #finserv,#healthtech [30] #healthtech,#i Top Word Pairs in Tweet in G5:
[57] #saas,#cloud [57] #cloud,#logiciel [39] united,states [22] #crm,#cloud [20] #blockchain,#cloud [20] #featured,#courses [20] #courses,#it [20] #it,#certified [20] #certified,one [20] one,lesson Top Word Pairs in Tweet in G6:
[15] #cloud,#devops [14] join,community [14] community,konnect [14] konnect,march [14] march,24th [14] 24th,7am [14] 7am,pt [14] pt,co [14] ask,burning [14] burning,questions Top Word Pairs in Tweet in G7:
[102] #cloud,#cloudstrife [52] #tifa,#tifalockhart [50] close,#tifa [50] #tifalockhart,#cloud [50] #cloudstrife,#cloti [50] #cloti,#finalfantasy [50] #finalfantasy,#ff7r [49] mgata_official,close [35] #cloud,#tifa [30] theogtrio7,#cloud Top Word Pairs in Tweet in G8:
[17] cloud,computing [16] #azure,#cloud [15] cloud,native [15] software,engineer [13] microsoft,azure [12] #cloud,#cloudcomputing [11] still,time [11] gt,gt [11] azure,update [11] update,#sysadmin Top Word Pairs in Tweet in G9:
[12] #cloud,services [10] #data,#cloud [9] #dataprotection,#datasecurity [9] learn,more [8] #datamanagement,#dataprotection [8] cohesity,many [7] #cohesity,#datamanagement [7] #datamanagement,service [7] service,#dmaas [7] #dmaas,portfolio Top Word Pairs in Tweet in G10:
[67] see,uk [67] uk,virtually [67] virtually,#cloud [67] #cloud,free [67] free,shown [67] shown,latest [67] latest,satellite [67] satellite,sequence [66] metoffice,see [8] cloud,formation 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 Replied-To in G6:
Top Replied-To in G9:
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: