The graph represents a network of 4,680 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, 21 March 2021 at 06:28 UTC.
The requested start date was Sunday, 21 March 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, 57-minute period from Thursday, 18 March 2021 at 19:03 UTC to Sunday, 21 March 2021 at 00:00 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 : 4680
Unique Edges : 3703
Edges With Duplicates : 12570
Total Edges : 16273
Number of Edge Types : 5
Retweet : 5168
MentionsInRetweet : 6717
Tweet : 2009
Mentions : 2318
Replies to : 61
Self-Loops : 2112
Reciprocated Vertex Pair Ratio : 0.0179494980225129
Reciprocated Edge Ratio : 0.0352659892408846
Connected Components : 914
Single-Vertex Connected Components : 529
Maximum Vertices in a Connected Component : 2797
Maximum Edges in a Connected Component : 13113
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.348038
Graph Density : 0.000305602592416014
Modularity : 0.370772
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,680 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, 21 March 2021 at 06:28 UTC.
The requested start date was Sunday, 21 March 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, 57-minute period from Thursday, 18 March 2021 at 19:03 UTC to Sunday, 21 March 2021 at 00:00 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:
[423] #100daysofcode,#ai [394] #ai,#analytics [280] #cloud,#tifa [262] #digitaltransformation,#cloud [235] #cybersecurity,#phishing [235] #phishing,#malware [232] #ff7r,#finalfantasyvii [219] #malware,#infosec [216] heroes,save [216] save,people Top Word Pairs in Tweet in G1:
[408] #100daysofcode,#ai [381] #ai,#analytics [189] #digitaltransformation,#cloud [179] #analytics,#artificialintelligence [175] #machinelearning,#datascience [144] #datascience,#python [138] #python,#ai [136] #bigdata,#cloud [108] ingliguori,#digitaltransformation [106] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[49] #saas,#cloud [48] #cloud,#logiciel [23] learn,more [22] #sky,#cloud [17] read,more [14] #azure,#cloud [13] next,gen [13] europe,middle [13] middle,east [13] east,gearing Top Word Pairs in Tweet in G3:
[143] #cybersecurity,#phishing [143] #phishing,#malware [132] #malware,#infosec [77] #cybersecurity,#cloud [67] #infosec,#cyberthreats [56] #cloud,#iot [48] #cloud,#network [46] #ciso,#infosec [43] #digitaltransformation,#cloud [41] #tech,#technology Top Word Pairs in Tweet in G4:
[264] #cloud,#tifa [229] #ff7r,#finalfantasyvii [213] heroes,save [213] save,people [213] people,#ff7r [213] #finalfantasyvii,#cloud [212] maegraeth,heroes [60] #cloti,#クラティ [48] #ff7,#ff7r [38] #zack,#cloud Top Word Pairs in Tweet in G5:
[68] coffee,talk [41] #cloud,#cloudcomputing [34] iot,coffee [34] welcome,#iot [34] #iot,coffee [34] chat,things [31] things,#digital [29] #digital,#iiot [28] #edge,#cloud [21] #cloud,#digitaltransformation Top Word Pairs in Tweet in G6:
[34] microsoft,#azure [32] save,time [32] time,improve [32] improve,efficiency [32] efficiency,conserve [32] conserve,money [32] money,integrate [32] integrate,microsoft [32] #azure,complete [32] complete,hybrid Top Word Pairs in Tweet in G7:
[21] next,generation [20] generation,#cloud [20] #cloud,help [20] help,adapt [20] adapt,changing [20] unique,insights [20] insights,150 [20] 150,senior [18] senior,executives [17] oraclecloud,amongst Top Word Pairs in Tweet in G8:
[18] thecube,#hpe [18] #hpe,#thecube [17] dvellante,thecube [8] #thecube,#greenlake [7] #cloud,#hosting [7] #hosting,#datacenter [7] #edge,#cloud [6] #datacenter,#technology [6] #technology,#technews [6] hpe,thecube Top Word Pairs in Tweet in G9:
[17] severals,months [17] months,work [17] work,pleased [17] pleased,announce [17] announce,published [17] published,major [17] major,update [17] update,understanding [16] aurelievache,severals [16] understanding,kubernete Top Word Pairs in Tweet in G10:
[61] fingers,crossed [61] crossed,biker [61] biker,gear [61] gear,dlc [61] dlc,#cloud [61] #cloud,#ff7r [60] flourishcat,fingers [7] #ff7,#ff7r [4] #cloud,#aerith [4] #aerith,wip Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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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: