The graph represents a network of 3,936 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, 12 June 2022 at 06:25 UTC.
The requested start date was Sunday, 12 June 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, 0-minute period from Thursday, 09 June 2022 at 19:00 UTC to Sunday, 12 June 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 : 3936
Unique Edges : 3729
Edges With Duplicates : 12571
Total Edges : 16300
Number of Edge Types : 5
Replies to : 64
Retweet : 4986
MentionsInRetweet : 6900
Tweet : 2194
Mentions : 2156
Self-Loops : 2424
Reciprocated Vertex Pair Ratio : 0.0178287169691181
Reciprocated Edge Ratio : 0.0350328432905849
Connected Components : 954
Single-Vertex Connected Components : 590
Maximum Vertices in a Connected Component : 2097
Maximum Edges in a Connected Component : 13404
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.803016
Graph Density : 0.000412831479013647
Modularity : 0.335352
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,936 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, 12 June 2022 at 06:25 UTC.
The requested start date was Sunday, 12 June 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, 0-minute period from Thursday, 09 June 2022 at 19:00 UTC to Sunday, 12 June 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:
[465] #datasecurity,#datascientist [447] #artificialintelligence,#künstlicheintelligenz [432] #datascientist,#mwc22 [432] #mwc22,#ai [432] #ai,#des2022 [432] #des2022,#digitalhealth [432] #digitalhealth,#cx [432] #cx,#women [432] #women,#ehealth [432] #ehealth,#ces2023 Top Word Pairs in Tweet in G1:
[59] #saas,#cloud [57] #cloud,#logiciel [52] #sky,#cloud [30] learn,more [30] #cloud,#clouds [19] #nature,#outdoors [15] #cloud,#cloudcomputing [15] google,cloud [14] #cloud,#sky [13] #google,#cloud Top Word Pairs in Tweet in G2:
[430] #datascientist,#mwc22 [430] #mwc22,#ai [430] #ai,#des2022 [430] #des2022,#digitalhealth [430] #digitalhealth,#cx [430] #cx,#women [430] #women,#ehealth [430] #ehealth,#ces2023 [420] #healthtech,#datascientist [371] #artificialintelligence,#künstlicheintelligenz Top Word Pairs in Tweet in G3:
[144] welcome,#iot [144] #iot,coffee [144] coffee,talk [144] chat,#digital [144] #digital,#iiot [144] #iiot,#automation [138] #automation,#digitaltwins [132] #digitaltwins,#edge [129] #iotpl,#iotcl [125] #edge,#iotpl Top Word Pairs in Tweet in G4:
[6] #cloud,#ai [6] #cloud,service [5] gt,gt [5] service,providers [5] secure,#cloud [5] ultimate,goal [5] goal,move [5] move,siloed [5] siloed,brittle [5] brittle,#publichealth Top Word Pairs in Tweet in G5:
[115] #ai,#datasecurity [115] #datasecurity,#datascientist [115] #dataanalytics,#python [114] #datascientist,#dataanalytics [114] #python,#rstats [103] #deeplearning,#cnn [103] #cnn,#ai [85] #datascience,#bigdata [85] #iot,#iiot [84] #infographic,pillars Top Word Pairs in Tweet in G6:
[107] #python,#programming [99] #datascience,#python [96] #programming,#cloud [80] #cloud,#ai [71] #analytics,#blockchain [65] #blockchain,#sensors [63] #ai,#analytics [52] #sensors,#flutter [41] #datascience,#bigdata [40] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[18] secure,#cloud [16] reduce,risk [16] risk,accelerate [16] accelerate,cloud [16] cloud,#datasecurity [16] #datasecurity,find [16] #cloud,analytics [16] analytics,hub [14] #dataprotection,#datasecurity [13] #cybersecurity,#cloud Top Word Pairs in Tweet in G8:
[21] general,technology [14] #azure,#cloud [14] accounting,software [13] #cloud,#sky [9] digitalisierung,praxis [9] #python,#iot [9] #cloud,#azure [9] #water,#sky [8] cloud,100 [8] 100,jahres Top Word Pairs in Tweet in G9:
[56] united,states [39] #artificialintelligence,#künstlicheintelligenz [34] python,cloud [34] #infosec,#infosecjobs [34] #infosecjobs,#cybersecurity [34] #künstlicheintelligenz,#100daysofcode [29] states,python [27] #cybersecurity,#security [26] #security,#jobsearch [25] #jobsearch,#techjobs Top Word Pairs in Tweet in G10:
[11] #datascience,#python [10] #aws,#cloud [10] #python,#programming [9] #cloud,#cloudcomputing [8] early,see [8] see,tweet [8] tweet,#nftcommunity [8] #nftcommunity,#nftartist [8] #nftartist,#illustrationart [8] #illustrationart,#イラスト Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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: