The graph represents a network of 4,019 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, 03 July 2022 at 06:24 UTC.
The requested start date was Sunday, 03 July 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, 49-minute period from Thursday, 30 June 2022 at 18:11 UTC to Sunday, 03 July 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 : 4019
Unique Edges : 3546
Edges With Duplicates : 13204
Total Edges : 16750
Number of Edge Types : 5
Tweet : 2096
Retweet : 5101
MentionsInRetweet : 7039
Mentions : 2452
Replies to : 62
Self-Loops : 2312
Reciprocated Vertex Pair Ratio : 0.0193537805478104
Reciprocated Edge Ratio : 0.0379726468222043
Connected Components : 919
Single-Vertex Connected Components : 587
Maximum Vertices in a Connected Component : 2254
Maximum Edges in a Connected Component : 13830
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.786513
Graph Density : 0.000384869233014758
Modularity : 0.324841
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,019 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, 03 July 2022 at 06:24 UTC.
The requested start date was Sunday, 03 July 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, 49-minute period from Thursday, 30 June 2022 at 18:11 UTC to Sunday, 03 July 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:
[597] #datasecurity,#datascientist [497] know,more [475] #rstats,#reactjs [456] #ai,#python [442] #datascience,#bigdata [421] #machinelearning,#ai [409] #reactjs,#iiot [369] #python,#datascience [351] #ai,#datasecurity [343] #datascientist,#dataanalytics Top Word Pairs in Tweet in G1:
[80] #security,#privacy [80] #privacy,#cloud [59] #saas,#cloud [58] #cloud,#logiciel [33] #cloud,#cloudcomputing [31] #sky,#cloud [28] amazon,web [28] web,services [27] learn,more [24] way',vs Top Word Pairs in Tweet in G2:
[332] #datasecurity,#datascientist [276] #ai,#python [263] #datascience,#bigdata [262] know,more [249] #iot,#iiot [245] #machinelearning,#ai [229] #rstats,#reactjs [221] #digital,#digitalhealth [218] #datascientist,#mwc22 [218] #digitalhealth,#cx Top Word Pairs in Tweet in G3:
[99] jblefevre60,#cloudàlafrançaise [96] #ai,#machinelearning [66] #machinelearning,#cloud [57] #cloud,#python [48] ronald_vanloon,check [46] googlecloud_fr,#ai [44] développement,durable [43] #python,#coding [43] #coding,#100daysofcode [42] région,france Top Word Pairs in Tweet in G4:
[165] know,more [132] #machinelearning,#ai [128] #ai,#python [121] #python,#datascience [120] #datascience,#bigdata [116] #rstats,#reactjs [113] #reactjs,#iiot [104] #datasecurity,#datascientist [95] #bigdata,#deeplearning [95] #deeplearning,#iot Top Word Pairs in Tweet in G5:
[21] registrations,left [16] #azure,#cloud [14] accounting,software [14] left,#cloud [13] #cloud,#udemycoupon [12] #bigdata,#cloud [11] #cloud,#cloudcomputing [11] cloud,strategy [11] #itcertifications,#courses [10] management,platforms Top Word Pairs in Tweet in G6:
[124] #datasecurity,#datascientist [120] #datascientist,#dataanalytics [119] #ai,#datasecurity [100] #iiot,#flutter [96] #flutter,#javascript [94] #rstats,#reactjs [93] #javascript,#java [93] #reactjs,#iiot [87] #dataanalytics,#rstats [53] full,stack Top Word Pairs in Tweet in G7:
[11] cdwcorp,#cdwsocial [10] moving,#cloud [9] check,latest [9] latest,newsletter [9] newsletter,tech [9] tech,issue [9] issue,#75 [9] #75,#tech [9] #tech,#technology [9] need,help Top Word Pairs in Tweet in G8:
[15] masazumi_koga,hpe [14] open,source [13] author,masazumi_koga [13] hpe,evangelist [11] evangelist,japan [9] #kubernetes,popular [9] popular,open [9] source,container [9] container,orchestration [9] orchestration,tool Top Word Pairs in Tweet in G9:
[51] cloud,tifa [49] ffviir,made [49] made,cry [49] cry,much [49] much,played [49] played,scene [49] scene,cloud [49] tifa,heartwarming [49] heartwarming,ff [49] ff,kh Top Word Pairs in Tweet in G10:
[17] data,center [9] #cloud,native [9] microsoft,#azure [8] learn,empower [8] empower,teams [8] teams,move [8] move,legacy [8] legacy,#cloud [8] native,architecture [8] architecture,power Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: