The graph represents a network of 4,800 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, 17 January 2021 at 07:11 UTC.
The requested start date was Sunday, 17 January 2021 at 01:01 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, 3-minute period from Thursday, 14 January 2021 at 20:57 UTC to Sunday, 17 January 2021 at 01:00 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 : 4800
Unique Edges : 4766
Edges With Duplicates : 17484
Total Edges : 22250
Number of Edge Types : 5
Retweet : 5416
MentionsInRetweet : 10828
Mentions : 4189
Tweet : 1670
Replies to : 147
Self-Loops : 1839
Reciprocated Vertex Pair Ratio : 0.0186588921282799
Reciprocated Edge Ratio : 0.0366342301087579
Connected Components : 830
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 3103
Maximum Edges in a Connected Component : 19511
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.252818
Graph Density : 0.000379202264360631
Modularity : 0.329793
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,800 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, 17 January 2021 at 07:11 UTC.
The requested start date was Sunday, 17 January 2021 at 01:01 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, 3-minute period from Thursday, 14 January 2021 at 20:57 UTC to Sunday, 17 January 2021 at 01:00 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:
[267] #bigdata,#analytics [220] #python,#rstats [204] #analytics,#ai [194] jblefevre60,asus_rog [194] asus_rog,cnet [194] cnet,analytics_699 [188] #linux,#serverless [185] sminaev2015,frisesally [185] angelicagallegs,yukarikingdom18 [185] yukarikingdom18,mhall55nine Top Word Pairs in Tweet in G1:
[72] #digitaltransformation,#cloud [67] #ai,#bigdata [60] #analytics,#ai [53] ingliguori,#digitaltransformation [47] #machinelearning,#bigdata [44] trends,2021 [42] read,more [39] top,10 [36] #bigdata,#artificialintelligence [35] 10,#technology Top Word Pairs in Tweet in G2:
[233] #bigdata,#analytics [196] #python,#rstats [176] jblefevre60,asus_rog [176] asus_rog,cnet [176] cnet,analytics_699 [176] sminaev2015,frisesally [176] angelicagallegs,yukarikingdom18 [176] yukarikingdom18,mhall55nine [176] mhall55nine,eoff_sylvia [164] #linux,#serverless Top Word Pairs in Tweet in G3:
[54] #saas,#cloud [48] #cloud,#logiciel [27] #sky,#cloud [17] learn,more [15] #cloud,#cloudcomputing [12] #googlecloud,#google [12] #google,#alphabet [12] #alphabet,#cloud [11] #cloud,#clouds [11] #空,#雲 Top Word Pairs in Tweet in G4:
[39] #cloud,#edge [37] #iot,#sustainability [32] #sustainability,#ai [32] iot,coffee [32] coffee,talk [31] very,proud [31] proud,entire [31] entire,team [31] team,sap [31] sap,results Top Word Pairs in Tweet in G5:
[20] frictionless,experience [19] customers,more [19] more,frictionless [19] experience,consider [19] consider,strengthening [19] strengthening,#contactcenter [19] #contactcenter,solutions [19] solutions,#cloud [19] #cloud,based [19] based,#communications Top Word Pairs in Tweet in G6:
[17] #microsoft,#cloud [14] #microsoft,#azure [12] #cloudcomputing,#cloud [11] #cloud,#microsoft [11] blog,#azurefamily [11] #azurefamily,#cloudfamily [11] #cloudfamily,#techcommuunity [11] web,services [10] #azure,#cloud [10] #bleepingcomputer,blog Top Word Pairs in Tweet in G7:
[28] couchbase,#couchbase [18] microsoft,azure [17] top,#cloud [17] award,winning [17] #cloud,computing [16] see,more [15] #couchbase,#cloud [15] #cloud,award [15] winning,fully [15] fully,managed Top Word Pairs in Tweet in G8:
[48] #ff7r,#ff7remake [46] #ff7,#ff7r [44] #cloud,#tifa [42] #cloti,#クラティ [30] stained,glass [23] #cloud,#cloudstrife [20] #クラティ,#cloud [20] #finalfantasy,#finalfantasyvii [19] cherry,blossoms [19] blossoms,huh Top Word Pairs in Tweet in G9:
[127] adoption,#cloud [100] massive,adoption [98] omkar_raii,massive [75] #cloud,global [75] global,enterprises [75] enterprises,bring [75] bring,agility [75] agility,operations [75] operations,ensure [75] ensure,business Top Word Pairs in Tweet in G10:
[15] latest,update [9] #infosec,#infosecjobs [8] #cloud,#cloudcomputing [7] #devops,#cloud [6] #cybersecurity,#cloud [6] #infosecjobs,#cybersecurity [5] #cybersecurity,#infosec [5] mcafee,2021 [5] 2021,threat [5] mcafee_business,#cybersecurity Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G10:
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: