The graph represents a network of 4,399 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 Tuesday, 04 May 2021 at 06:30 UTC.
The requested start date was Sunday, 02 May 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, 4-hour, 38-minute period from Thursday, 29 April 2021 at 19:23 UTC to Sunday, 02 May 2021 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 : 4399
Unique Edges : 3935
Edges With Duplicates : 12304
Total Edges : 16239
Number of Edge Types : 5
Retweet : 4880
MentionsInRetweet : 6618
Mentions : 2512
Tweet : 2185
Replies to : 44
Self-Loops : 2329
Reciprocated Vertex Pair Ratio : 0.0197253068381064
Reciprocated Edge Ratio : 0.0386874910445623
Connected Components : 842
Single-Vertex Connected Components : 510
Maximum Vertices in a Connected Component : 2789
Maximum Edges in a Connected Component : 13904
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.490634
Graph Density : 0.000360731453187974
Modularity : 0.365258
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,399 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 Tuesday, 04 May 2021 at 06:30 UTC.
The requested start date was Sunday, 02 May 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, 4-hour, 38-minute period from Thursday, 29 April 2021 at 19:23 UTC to Sunday, 02 May 2021 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:
[195] #devcommunity,#100daysofcode [193] #ai,#cloud [192] coffee,talk [190] #devops,#devsecops [189] #cybersecurity,#datascience [188] #digitaltransformation,#cloud [184] #datascience,#javascript [183] #trends,#futureofwork [183] #futureofwork,#devops [183] #devsecops,#appsec Top Word Pairs in Tweet in G1:
[138] #privacy,#phishing [136] #digitaltransformation,#cloud [136] #phishing,#ransomware [123] cyber,security [123] #riskmanagement,#privacy [107] #ransomware,#cloud [102] #machinelearning,#bigdata [100] #cybersecurity,#security [98] ingliguori,#digitaltransformation [96] #cloud,#machinelearning Top Word Pairs in Tweet in G2:
[28] #sky,#cloud [19] #nature,#outdoors [15] learn,more [14] high,performance [13] #cloud,#cloudcomputing [13] deployed,high [13] performance,cloud [13] cloud,server [13] server,#ilovevultr [13] #ilovevultr,#cloud Top Word Pairs in Tweet in G3:
[125] #ai,#cloud [79] legend,lake [79] lake,technologies [70] dynamic,media [70] media,bots [62] technologies,websites [62] 495,yr [62] cloud,hosting [57] #saas,#cloud [54] websites,495 Top Word Pairs in Tweet in G4:
[171] #cybersecurity,#datascience [169] #devcommunity,#100daysofcode [169] #devops,#devsecops [166] #datascience,#javascript [165] #trends,#futureofwork [165] #futureofwork,#devops [165] #devsecops,#appsec [165] #appsec,#cybersecurity [165] #javascript,#devcommunity [96] #100daysofcode,#ai Top Word Pairs in Tweet in G5:
[11] furrier,thecube [7] pauljcormier,redhat [7] open,#hybridcloud [7] #cloud,#opensource [6] thecube,#rhsummit [6] #rhsummit,#thecube [6] jerome,lecat [6] lecat,scality [6] research,rwang0 [6] sap,4hana Top Word Pairs in Tweet in G6:
[47] oracle,#cloud [45] kaiser,permanente [45] permanente,aboutkp [41] healthcare,industry [41] industry,giant [41] giant,kaiser [41] aboutkp,streamlines [41] streamlines,#hr [41] #hr,improves [41] improves,employee Top Word Pairs in Tweet in G7:
[102] #clerith,#クラエア [91] #aerith,#cloud [58] #クラエア,#finalfantasy7remake [58] #finalfantasy7remake,#ffviir [58] #ffviir,#ff7r [58] #ff7r,#ffviiremake [57] #cloud,#aerith [47] #ff7r,#finalfantasy [46] #ffviiremake,#aerith [45] ',#clerith Top Word Pairs in Tweet in G8:
[14] #cloud,skills [13] starts,join [12] countdown,starts [12] join,#msbizappssummit [12] #msbizappssummit,compete [12] compete,prizes [12] prizes,build [12] build,#cloud [10] learn,more [10] whether,migrating Top Word Pairs in Tweet in G9:
[14] west,lothian [13] lothian,evening [9] early,morning [9] morning,colours [9] #cloud,visitwicklow [9] visitwicklow,craigophoto [9] craigophoto,metalertireland [9] metalertireland,bbcniweather [8] weather,bit [8] bit,epic Top Word Pairs in Tweet in G10:
[10] ciodive,#cdwsocial [7] during,#delltechworld [7] making,moves [6] orgs,push [6] push,improve [6] improve,data [6] data,quality [6] quality,#cloud [6] #cloud,takes [6] takes,center Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: