The graph represents a network of 4,716 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, 11 April 2021 at 06:29 UTC.
The requested start date was Sunday, 11 April 2021 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, 6-hour, 32-minute period from Wednesday, 07 April 2021 at 21:39 UTC to Saturday, 10 April 2021 at 04:11 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 : 4716
Unique Edges : 4050
Edges With Duplicates : 13427
Total Edges : 17477
Number of Edge Types : 5
Retweet : 5382
MentionsInRetweet : 7558
Tweet : 1973
Mentions : 2503
Replies to : 61
Self-Loops : 2067
Reciprocated Vertex Pair Ratio : 0.0159636599610642
Reciprocated Edge Ratio : 0.0314256515074093
Connected Components : 716
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 3463
Maximum Edges in a Connected Component : 15689
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.330028
Graph Density : 0.000352042684051135
Modularity : 0.379894
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,716 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, 11 April 2021 at 06:29 UTC.
The requested start date was Sunday, 11 April 2021 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, 6-hour, 32-minute period from Wednesday, 07 April 2021 at 21:39 UTC to Saturday, 10 April 2021 at 04:11 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:
[551] #cloud,#aerith [529] #ff7r,#finalfantasy [496] #finalfantasy,#cloud [484] #aerith,#sephiroth [477] #ff7r_1周年,#ff7r_1stanniversary [472] final,fantasy [466] fantasy,vii [464] #sephiroth,#ff7r_1周年 [456] vii,remake [453] remake,nutshell Top Word Pairs in Tweet in G1:
[207] #digitaltransformation,#cloud [177] #cybersecurity,#phishing [172] #phishing,#malware [169] ingliguori,#digitaltransformation [145] #malware,#infosec [133] #cloud,#machinelearning [126] coffee,talk [100] #ai,#iot [93] #cybersecurity,#cloud [92] #ai,#100daysofcode Top Word Pairs in Tweet in G2:
[534] #cloud,#aerith [497] #ff7r,#finalfantasy [474] #aerith,#sephiroth [466] #ff7r_1周年,#ff7r_1stanniversary [463] #finalfantasy,#cloud [454] #sephiroth,#ff7r_1周年 [447] final,fantasy [443] fantasy,vii [443] vii,remake [443] remake,nutshell Top Word Pairs in Tweet in G3:
[47] #saas,#cloud [47] #cloud,#logiciel [28] #cloud,#cloudcomputing [19] #cloud,#clouds [19] #amazon,#cloud [18] #sky,#cloud [18] #featured,#courses [18] #courses,#it [18] #it,#certified [18] #certified,one Top Word Pairs in Tweet in G4:
[88] legend,lake [88] lake,technologies [77] dynamic,media [77] media,bots [75] technologies,websites [70] 495,yr [67] cloud,hosting [64] secure,cloud [62] websites,495 [62] yr,secure Top Word Pairs in Tweet in G5:
[13] data,list [13] #datalists,#it [13] #it,#ites [13] #ites,#mfg [12] #mfg,#sme [12] oracle,#cloud [11] oraclecloud,infrastructure [11] thought,leaders [11] leaders,#hr [11] #hr,practitioners Top Word Pairs in Tweet in G6:
[52] shellykramer,#research [51] #research,report [51] report,alert [51] alert,automationanywh [51] automationanywh,google [51] google,cloud [51] cloud,partner [51] partner,expand [51] expand,rpa [51] rpa,use Top Word Pairs in Tweet in G7:
[17] enterprise,scale [17] cool,microsoft [17] microsoft,submerging [17] submerging,#servers [17] #servers,liquid [17] liquid,baths [17] baths,#datacenter [17] #datacenter,#datacenters [17] #datacenters,#azure [16] evankirstel,cool Top Word Pairs in Tweet in G8:
[23] technology,never [23] never,more [23] more,important [23] important,humanity [23] humanity,today [23] today,sez [23] sez,intel [23] intel,ceo [23] ceo,pgelsinger [22] mikefeibus,technology Top Word Pairs in Tweet in G9:
[98] drones,plant [98] plant,thousands [98] thousands,trees [98] trees,day [98] day,#ai [98] #ai,#iot [98] #iot,#digital [98] #digital,#robotics [98] #robotics,#robot [98] #robot,#digitaltransformation Top Word Pairs in Tweet in G10:
[50] #cloud,#tifa [30] cloud,tifa [26] #ff7r,#finalfantasy [26] #finalfantasy,#cloud [26] stained,glass [23] #ffviiremake,#ffviir [21] #tifa,#cloti [21] tifa,stained [20] happy,#ff7r_1stanniversary [20] #ff7r_1stanniversary,#ff7r Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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: