The graph represents a network of 5,183 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, 18 April 2021 at 06:26 UTC.
The requested start date was Sunday, 18 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, 7-hour, 14-minute period from Wednesday, 14 April 2021 at 20:59 UTC to Saturday, 17 April 2021 at 04:14 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 : 5183
Unique Edges : 3641
Edges With Duplicates : 13054
Total Edges : 16695
Number of Edge Types : 5
Retweet : 5464
MentionsInRetweet : 7258
Mentions : 2101
Tweet : 1815
Replies to : 57
Self-Loops : 1917
Reciprocated Vertex Pair Ratio : 0.0155007413398032
Reciprocated Edge Ratio : 0.0305282718343509
Connected Components : 741
Single-Vertex Connected Components : 420
Maximum Vertices in a Connected Component : 3657
Maximum Edges in a Connected Component : 14398
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.12443
Graph Density : 0.000280509128163183
Modularity : 0.396891
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,183 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, 18 April 2021 at 06:26 UTC.
The requested start date was Sunday, 18 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, 7-hour, 14-minute period from Wednesday, 14 April 2021 at 20:59 UTC to Saturday, 17 April 2021 at 04:14 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:
[2179] cloud,tifa [1122] stained,glass [1106] tifa,stained [1102] hollypolllyy,cloud [1067] advent,children [1066] glass,advent [1066] children,cloud [1066] tifa,sg [1066] sg,series [1066] series,finally Top Word Pairs in Tweet in G1:
[2154] cloud,tifa [1108] stained,glass [1093] tifa,stained [1089] hollypolllyy,cloud [1056] advent,children [1055] glass,advent [1055] children,cloud [1055] tifa,sg [1055] sg,series [1055] series,finally Top Word Pairs in Tweet in G2:
[277] #machinelearning,#datascience [177] #ai,#iot [158] #nlp,#deeplearning [123] #datascience,#python [118] #python,#ai [116] #datascience,#nlp [112] #cybersecurity,#phishing [108] #deeplearning,#ai [101] #100daysofcode,#devcommunity [100] #tech,#100daysofcode Top Word Pairs in Tweet in G3:
[44] #saas,#cloud [43] #cloud,#logiciel [22] learn,more [18] user,experience [17] learn,reap [17] reap,benefits [17] benefits,#cloud [17] #cloud,without [17] without,compromising [17] compromising,security Top Word Pairs in Tweet in G4:
[49] #cloud,#cloudcomputing [40] coffee,talk [27] checked,#whitepaper [27] #whitepaper,flux [27] flux,v1 [27] v1,wp [27] wp,easy [27] easy,read [27] read,share [27] share,users Top Word Pairs in Tweet in G5:
[25] oracle,#cloud [21] join,next [21] next,oraclecloud [21] oraclecloud,customer [21] customer,spotlight [21] spotlight,hear [21] hear,#startup [21] #startup,heartio [21] heartio,using [21] using,#oci Top Word Pairs in Tweet in G6:
[66] #cybersecurity,#digital [49] #cybersecurity,#phishing [42] #digital,#hackers [30] #hackers,#infosec [29] #infosec,reach2ratan [29] reach2ratan,#malware [29] #malware,#cloud [28] #cloud,#cloudsecurity [28] #dataprotection,#privacy [27] #phishing,#databreach Top Word Pairs in Tweet in G7:
[148] 이봐,지민 [148] 지민,내 [148] 내,곁으로 [148] 곁으로,와 [148] 와,방탄소년단 [148] 방탄소년단,지민 [148] 지민,클라우드 [148] 클라우드,화보 [148] 화보,한 [148] 한,장에 Top Word Pairs in Tweet in G8:
[10] sever,those [10] those,ties [10] ties,immediately [10] immediately,fuzzy [10] fuzzy,eventual [10] eventual,deadline [10] deadline,wiggle [10] wiggle,room [10] see,build [10] build,administer Top Word Pairs in Tweet in G9:
[107] #superjunior,#latinelf [107] #latinelf,#elf [94] makeup,inspired [94] inspired,#pinkmagic [94] #pinkmagic,shfly3424 [85] shfly3424,esperando [85] esperando,nuevo [85] nuevo,comeback [85] comeback,yesung [85] yesung,#superjunior Top Word Pairs in Tweet in G10:
[18] career,roadmap [18] roadmap,shows [18] shows,starting [18] starting,#lfca [18] #lfca,certification [18] certification,open [18] open,doors [18] doors,careers [18] careers,#cloud [17] lf_training,career Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: