The graph represents a network of 1,800 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 February 2022 at 15:45 UTC.
The requested start date was Monday, 07 February 2022 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, 8-hour, 17-minute period from Tuesday, 01 February 2022 at 18:02 UTC to Friday, 04 February 2022 at 02:19 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 : 1800
Unique Edges : 1413
Edges With Duplicates : 14356
Total Edges : 15769
Number of Edge Types : 5
Retweet : 6327
MentionsInRetweet : 7294
Tweet : 1380
Mentions : 747
Replies to : 21
Self-Loops : 1448
Reciprocated Vertex Pair Ratio : 0.00850734725444702
Reciprocated Edge Ratio : 0.0168711656441718
Connected Components : 278
Single-Vertex Connected Components : 180
Maximum Vertices in a Connected Component : 1312
Maximum Edges in a Connected Component : 15017
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.007252
Graph Density : 0.00120807856216417
Modularity : 0.195725
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,800 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 February 2022 at 15:45 UTC.
The requested start date was Monday, 07 February 2022 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, 8-hour, 17-minute period from Tuesday, 01 February 2022 at 18:02 UTC to Friday, 04 February 2022 at 02:19 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 : #cloudcomputing
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:
[3051] #bigdata,#analytics [2301] #analytics,#datascience [1977] #iot,#iiot [1873] #datascience,#ai [1550] #python,#rstats [1219] #iiot,#pytorch [1181] #pytorch,#python [1178] #ai,#machinelearning [1084] #machinelearning,#iot [749] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[2216] #bigdata,#analytics [1551] #analytics,#datascience [1329] #datascience,#ai [1273] #iot,#iiot [1115] #python,#rstats [833] #iiot,#pytorch [825] #pytorch,#python [770] #ai,#machinelearning [708] #machinelearning,#iot [680] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[46] #cloud,#cloudcomputing [43] #cloudcomputing,#ux [32] #bigdata,#analytics [31] #cloudcomputing,#hosting [28] #hosting,#datacenter [28] #machinelearning,#bigdata [27] online,class [26] expert,help [26] #iot,#iiot [24] released,download Top Word Pairs in Tweet in G3:
[32] similar,satisfaction [32] satisfaction,reaching [32] reaching,beautiful [32] beautiful,peak [32] peak,challenging [32] challenging,hike [32] hike,modernizing [32] modernizing,org [32] org,infinite [32] infinite,enterprise Top Word Pairs in Tweet in G4:
[638] #bigdata,#analytics [600] #analytics,#datascience [551] #iot,#iiot [436] #datascience,#ai [356] #ai,#machinelearning [349] #python,#rstats [335] #machinelearning,#iot [305] #iiot,#pytorch [291] #pytorch,#python [215] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[87] #bigdata,#analytics [68] #analytics,#datascience [55] #datascience,#ai [42] ingliguori,#bigdata [39] #iot,#iiot [26] ingliguori,#infographic [25] #iiot,#pytorch [24] #python,#rstats [24] skills,required [24] required,become Top Word Pairs in Tweet in G6:
[315] #infosec,#infosecurity [315] #infosecurity,#cybersecurity [315] #cybersecurity,#threatintel [226] #threatintel,#threatintelligence [204] #threatintelligence,#hacking [196] #hacking,#cybernews [193] #cybernews,#cyberattack [192] #cyberattack,#threathunting [192] #cloudsecurity,#cloudcomputing [192] #cloudcomputing,#malware Top Word Pairs in Tweet in G7:
[18] #debian,#redhat [18] #redhat,#centos [18] #devops,#techtips [18] #techtips,#linuxtips [18] #linuxtips,#techfun [18] #techfun,#cloudcomputing [18] #cloudcomputing,#linuxfun [15] #centos,#kubernetes [15] #kubernetes,#devops [11] #devops,#cloud Top Word Pairs in Tweet in G8:
[51] #iot,#iiot [29] #python,#iot [22] #iiot,#pytorch [19] #bigdata,#analytics [17] startup_magnate,penmanshipp [16] lilkiwikrush,ciscocx [16] ciscocx,jillperez_atl [16] jillperez_atl,chances [16] chances,being [16] being,competition Top Word Pairs in Tweet in G9:
[37] #bigdata,#analytics [32] #analytics,#datascience [27] #ai,#machinelearning [26] #python,#rstats [24] #iot,#iiot [17] benefits,cloud [17] cloud,computing [17] computing,techmenttech [17] techmenttech,#clouds [17] #clouds,#cloudcomputing Top Word Pairs in Tweet in G10:
[9] cloud,computing [8] #aws,#azure [8] #devops,#cloud [8] #cloud,#programming [8] follow,more [8] #awscertified,#100daysofcode [7] #programming,#cloudcomputing [7] #cloudcomputing,#aws [6] computing,myths [6] myths,debunked 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 G7:
Top Replied-To in G8:
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: