The graph represents a network of 4,191 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 April 2022 at 06:32 UTC.
The requested start date was Sunday, 17 April 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, 36-minute period from Thursday, 14 April 2022 at 18:24 UTC to Sunday, 17 April 2022 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 : 4191
Unique Edges : 3572
Edges With Duplicates : 12406
Total Edges : 15978
Number of Edge Types : 5
Retweet : 5053
MentionsInRetweet : 6438
Mentions : 2252
Tweet : 2184
Replies to : 51
Self-Loops : 2391
Reciprocated Vertex Pair Ratio : 0.0186573379976678
Reciprocated Edge Ratio : 0.0366312346688471
Connected Components : 897
Single-Vertex Connected Components : 558
Maximum Vertices in a Connected Component : 2565
Maximum Edges in a Connected Component : 13551
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.831949
Graph Density : 0.000348228873213369
Modularity : 0.338898
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,191 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 April 2022 at 06:32 UTC.
The requested start date was Sunday, 17 April 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, 36-minute period from Thursday, 14 April 2022 at 18:24 UTC to Sunday, 17 April 2022 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:
[746] #ai,#python [738] #machinelearning,#ai [518] know,more [486] #python,#datascience [469] #datascience,#bigdata [367] #digitalhealth,#cloud [365] #healthtech,#datascientist [365] #cloud,#cx [365] #cx,#women [365] #women,#ehealth Top Word Pairs in Tweet in G1:
[537] #ai,#python [525] #machinelearning,#ai [329] #healthtech,#datascientist [329] #digitalhealth,#cloud [329] #cloud,#cx [329] #cx,#women [329] #women,#ehealth [328] #python,#datascience [327] #ehealth,#ces2023 [327] #ces2023,#finserv Top Word Pairs in Tweet in G2:
[32] #sky,#cloud [21] #featured,#courses [21] #courses,#it [21] #it,#certified [21] #certified,one [21] one,lesson [21] lesson,four [21] four,#aws [21] #aws,certificates [21] certificates,enrol Top Word Pairs in Tweet in G3:
[90] know,more [64] #saas,#cloud [64] #cloud,#logiciel [44] #ai,#python [43] #machinelearning,#ai [32] more,#datasecurity [27] #datasecurity,#privacy [26] cloud,computing [26] more,#machinelearning [17] edge,cloud Top Word Pairs in Tweet in G4:
[73] playing,african [73] african,affairs [73] affairs,radio [53] #cloud,#aws [47] #cloudcomputing,#cloud [46] #aws,#azure [43] #azure,#gcp [42] #python,#coding [40] #gcp,#python [38] africanaffairs,playing Top Word Pairs in Tweet in G5:
[54] learn,more [39] #ai,#iot [28] #iot,#bigdata [28] #web3,infrastructure [26] lizaflux,flux [26] #flux,#blockchain [26] #blockchain,#crypto [23] flux,runonflux [22] flux,infographic [22] infographic,updates Top Word Pairs in Tweet in G6:
[152] #machinelearning,#ai [143] #ai,#python [136] know,more [126] #python,#datascience [125] #datascience,#bigdata [109] #bigdata,#deeplearning [107] #deeplearning,#iot [76] #100daysofcode,#5g [74] #5g,#robots [74] #robots,#tech Top Word Pairs in Tweet in G7:
[135] awesome,web [135] web,attack [135] attack,cheat [135] cheat,sheet [135] sheet,gt [135] gt,#infosec [135] #infosec,#thesecureedge [135] #thesecureedge,#cybersecurity [135] #cybersecurity,#javascript [135] #javascript,#cloud Top Word Pairs in Tweet in G8:
[85] #ff7,#ff7r [83] #ff7r,#cloud [80] #cloud,#クラウド [79] hermitage777,#ff7 [26] #cloud,#aerith [25] #clerith,#cloud [22] oops,empiezo [22] empiezo,#ff7 [22] #ff7,#clerith [21] marisandkicker,oops Top Word Pairs in Tweet in G9:
[44] pdh_scitechnews,#linux [29] software,engineer [25] #devops,#programming [19] remote,job [14] hiring,senior [13] founddev_hq,job [12] one,week [12] week,offering [12] offering,biggest [12] biggest,discounts Top Word Pairs in Tweet in G10:
[57] gave,kred [57] kred,#influence [51] #ai,#ml [46] #iot,#iiot [39] #iotpl,#iotcl [36] #edge,#cloud [30] eli_krumova,gave [30] #cloud,#edge [29] #influence,#iot [25] #iot,#ai 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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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: