The graph represents a network of 6,147 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, 02 August 2020 at 06:03 UTC.
The requested start date was Sunday, 02 August 2020 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, 3-hour, 16-minute period from Tuesday, 28 July 2020 at 13:04 UTC to Thursday, 30 July 2020 at 16:21 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 : 6147
Unique Edges : 5515
Edges With Duplicates : 10578
Total Edges : 16093
Number of Edge Types : 5
Retweet : 3940
MentionsInRetweet : 5642
Tweet : 2693
Mentions : 3736
Replies to : 82
Self-Loops : 2813
Reciprocated Vertex Pair Ratio : 0.0311399945843488
Reciprocated Edge Ratio : 0.0603991596638655
Connected Components : 1550
Single-Vertex Connected Components : 988
Maximum Vertices in a Connected Component : 3367
Maximum Edges in a Connected Component : 12108
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.340969
Graph Density : 0.000201591012598327
Modularity : 0.449218
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,147 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, 02 August 2020 at 06:03 UTC.
The requested start date was Sunday, 02 August 2020 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, 3-hour, 16-minute period from Tuesday, 28 July 2020 at 13:04 UTC to Thursday, 30 July 2020 at 16:21 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:
[358] #cybersecurity,#digital [268] #digital,#hackers [190] #cloud,#aerith [184] learn,more [182] read,more [178] #hackers,#infosec [142] #cloud,#cloudcomputing [130] digital,transformation [113] #cloud,#ai [111] #cloud,#cloudsecurity Top Word Pairs in Tweet in G1:
[60] learn,more [20] #aws,#cloud [20] #cloud,#cloudcomputing [20] #mobile,#cloud [19] #sky,#cloud [19] #tech,#mobile [17] #azure,#cloud [17] read,more [17] machine,learning [16] cloud,based Top Word Pairs in Tweet in G2:
[113] read,more [81] #startups,#mpgvip [79] digital,transformation [66] #cloud,#ai [66] #blockchain,#cloud [64] more,#bigdata [61] #cloud,#cloudcomputing [59] #bigdata,#blockchain [56] #ai,#machinelearning [55] live,online Top Word Pairs in Tweet in G3:
[38] #cybersecurity,#digital [35] learn,more [30] go,#ai [28] #artificialintelligence,#cloud [28] #cloud,#cloudcomputing [27] #digital,#hackers [24] read,more [24] #ai,#bigdata [23] maxschrems,noybeu [23] enjoyed,#podcast Top Word Pairs in Tweet in G4:
[184] #cloud,#aerith [105] #finalfantasy7remake,#finalfantasyviiremake [104] #aerithgainsborough,#clerith [102] ff10,#cloud [102] #aerith,#cloudstrife [102] #cloudstrife,#aerithgainsborough [102] #clerith,#finalfantasy7remake [101] fair_soldier,ff10 [101] #finalfantasyviiremake,#finalfan [83] #ff7r,#ff7remake Top Word Pairs in Tweet in G5:
[317] #cybersecurity,#digital [240] #digital,#hackers [165] #hackers,#infosec [94] #infosec,reach2ratan [90] reach2ratan,#malware [84] #malware,#cloud [84] #cloud,#cloudsecurity [84] #cloudsecurity,#dataprotection [84] #dataprotection,#privacy [84] #privacy,#infosec Top Word Pairs in Tweet in G6:
[20] #cloud,services [18] oracle,fusion [17] analyst,patrickmoorhead [15] industry,analyst [15] fusion,#cloud [14] oracle's,#cloud [13] #cloud,solutions [10] patrickmoorhead,takes [10] takes,inside [10] inside,look Top Word Pairs in Tweet in G7:
[56] digitalscoutings,top [33] #ai,#cloud [28] thank,heros [28] heros,digitalscoutings [28] top,100 [28] digital,influencer [28] influencer,released [28] released,thanks [28] thanks,congratulations [28] #socialmedia,marketing Top Word Pairs in Tweet in G8:
[17] best,practices [16] buildvirtual,amazon [14] #devops,#cloud [14] #microsoft,azure [11] practices,devops [11] devops,cloud [11] cloud,ringcentral [11] ringcentral,codemotionworld [11] codemotionworld,#devops [11] #cloud,#iot Top Word Pairs in Tweet in G9:
[38] integration,road [38] road,map [30] map,#cloud [23] sap,#s4hana [22] #s4hana,#cloud [20] sap,announced [20] announced,update [20] update,integration [20] #cloud,details [20] details,juermueller Top Word Pairs in Tweet in G10:
[16] applauded,huawei [16] huawei,launches [16] launches,africa [16] africa,cloud [16] cloud,ai [16] ai,innovation [16] innovation,centre [16] centre,techcentral [16] techcentral,#ai [15] cloud,native 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 G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: