The graph represents a network of 2,156 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, 17 August 2020 at 11:18 UTC.
The requested start date was Monday, 17 August 2020 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, 23-hour, 13-minute period from Wednesday, 12 August 2020 at 10:30 UTC to Saturday, 15 August 2020 at 09:43 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 : 2156
Unique Edges : 1842
Edges With Duplicates : 13676
Total Edges : 15518
Number of Edge Types : 5
Mentions : 960
Retweet : 5790
MentionsInRetweet : 7107
Tweet : 1642
Replies to : 19
Self-Loops : 1765
Reciprocated Vertex Pair Ratio : 0.0115675165250236
Reciprocated Edge Ratio : 0.0228704784130688
Connected Components : 509
Single-Vertex Connected Components : 378
Maximum Vertices in a Connected Component : 1396
Maximum Edges in a Connected Component : 14525
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.135238
Graph Density : 0.000922263020373726
Modularity : 0.224372
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,156 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, 17 August 2020 at 11:18 UTC.
The requested start date was Monday, 17 August 2020 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, 23-hour, 13-minute period from Wednesday, 12 August 2020 at 10:30 UTC to Saturday, 15 August 2020 at 09:43 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:
[3131] #bigdata,#analytics [2845] #analytics,#datascience [2451] #iot,#iiot [2366] #datascience,#ai [1844] #ai,#machinelearning [1586] #machinelearning,#iot [1561] #python,#rstats [1301] #iiot,#python [506] #rstats,#tensorflow [485] #ai,#iot Top Word Pairs in Tweet in G1:
[47] cloud,computing [24] #cloud,#cloudcomputing [14] cloud,based [14] more,important [14] factory,require [14] require,climbing [14] climbing,skills [14] skills,know [14] know,smart [14] smart,factory Top Word Pairs in Tweet in G2:
[2337] #bigdata,#analytics [2132] #analytics,#datascience [1807] #datascience,#ai [1766] #iot,#iiot [1396] #ai,#machinelearning [1170] #python,#rstats [1155] #machinelearning,#iot [972] #iiot,#python [387] machine,learning [362] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[190] #bigdata,#analytics [179] #analytics,#datascience [177] cloud,computing [153] #iot,#iiot [146] #datascience,#ai [116] #python,#rstats [114] read,more [105] #ai,#machinelearning [98] #machinelearning,#iot [68] #iiot,#python Top Word Pairs in Tweet in G4:
[482] #bigdata,#analytics [429] #analytics,#datascience [426] #iot,#iiot [329] #datascience,#ai [278] #ai,#machinelearning [269] #machinelearning,#iot [212] #iiot,#python [205] #python,#rstats [95] #rstats,#tensorflow [93] gp_pulipaka,top Top Word Pairs in Tweet in G5:
[71] rvp,7gtech [71] 7gtech,5gaiot [71] 5gaiot,c4isrt [71] c4isrt,endorse [61] #bigdata,#analytics [54] #analytics,#datascience [52] #iot,#iiot [43] #datascience,#ai [42] #python,#rstats [40] endorse,tweet Top Word Pairs in Tweet in G6:
[56] mt,mikequindazzi [55] gt,gt [54] #ai,hunt [54] hunt,#shoplifters [54] #shoplifters,mt [54] mikequindazzi,#emergingtech [54] #emergingtech,#aiethics [54] #aiethics,#iot [54] #iot,#ml [54] #ml,#mi Top Word Pairs in Tweet in G7:
[26] ronald_vanloon,read [26] read,more [18] emerging,industry [18] industry,organizational [18] organizational,changes [18] changes,ronald_vanloon [17] #bigdata,#analytics [17] ronald_vanloon,emerging [17] more,#simplilearnpart [16] #analytics,#datascience Top Word Pairs in Tweet in G8:
[4] #iot,#cloudcomputing [4] know,coming [4] coming,fear [4] fear,know [4] know,superior [4] superior,talk [4] talk,acknowledge [4] acknowledge,know [4] 99,free [4] kevin,jackson Top Word Pairs in Tweet in G9:
[19] #lpic,#debian [18] #debian,#redhat [17] #redhat,#centos [14] #lpi,#lpic [13] #centos,#kubernetes [11] #linux,lpiconnect [9] mudar,nunca [9] nunca,difícil [9] difícil,resistir [9] resistir,torna Top Word Pairs in Tweet in G10:
[15] still,makes [15] makes,chuckle [15] chuckle,happy [15] happy,weekend [15] weekend,#fridayfeeling [15] #fridayfeeling,#weekendvibes [15] #weekendvibes,#lol [15] #lol,#cloudcomputing [15] #cloudcomputing,#cloud [14] beveve,still Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: