The graph represents a network of 4,279 Twitter users whose tweets in the requested range contained "vmworld OR vmware", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 July 2021 at 01:44 UTC.
The requested start date was Friday, 30 July 2021 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 6-day, 18-hour, 34-minute period from Thursday, 22 July 2021 at 14:05 UTC to Thursday, 29 July 2021 at 08:40 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 : 4279
Unique Edges : 4128
Edges With Duplicates : 9787
Total Edges : 13915
Number of Edge Types : 5
Mentions : 2930
Tweet : 3239
Retweet : 2864
MentionsInRetweet : 4184
Replies to : 698
Self-Loops : 3277
Reciprocated Vertex Pair Ratio : 0.0537693006357857
Reciprocated Edge Ratio : 0.10205137045337
Connected Components : 1176
Single-Vertex Connected Components : 886
Maximum Vertices in a Connected Component : 2541
Maximum Edges in a Connected Component : 11089
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.810717
Graph Density : 0.000316898219240688
Modularity : 0.359301
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,279 Twitter users whose tweets in the requested range contained "vmworld OR vmware", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 July 2021 at 01:44 UTC.
The requested start date was Friday, 30 July 2021 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 6-day, 18-hour, 34-minute period from Thursday, 22 July 2021 at 14:05 UTC to Thursday, 29 July 2021 at 08:40 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 : vmworld OR vmware
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] vmware,cloud [338] content,catalog [311] cloud,aws [283] vmworld,2021 [272] 2021,content [194] #vmworld,2021 [186] okd,openshift [186] user,provisioned [186] provisioned,infrastructure [184] infrastructure,upi Top Word Pairs in Tweet in G1:
[159] vmworld,2021 [145] content,catalog [138] 2021,content [135] vmware,cloud [101] catalog,live [81] cloud,aws [63] vmware,tanzu [47] cloud,native [44] sessions,vmworld [41] deploying,vmware Top Word Pairs in Tweet in G2:
[185] vmware,cloud [149] cloud,aws [121] #vmworld,2021 [101] content,catalog [93] hybrid,cloud [65] 2021,content [58] cloud,vmware [55] jointly,engineered [54] learn,more [54] vmware,aws Top Word Pairs in Tweet in G3:
[63] vmware,vmware [38] #vmworld,2021 [37] vmware,cloud [36] content,catalog [32] workspace,one [30] anywhere,workspace [28] learn,more [27] aidaispro,vmware [26] 2021,content [25] cloud,vmware Top Word Pairs in Tweet in G4:
[50] vmware,tanzu [37] cloud,native [19] tanzu,sql [19] sql,#kubernetes [19] #kubernetes,operator [19] operator,#mysql [19] #mysql,database [19] database,easier [19] easier,started [19] started,mysql Top Word Pairs in Tweet in G5:
[143] okd,openshift [143] user,provisioned [143] provisioned,infrastructure [143] infrastructure,upi [128] openshift,vmware [124] installation,okd [124] vmware,bare [124] bare,metal [124] metal,user [107] prashanth_ns,installation Top Word Pairs in Tweet in G6:
[96] powering,modern [95] modern,banking [95] banking,transformation [79] #ai,powering [71] transformation,#fintech [71] #fintech,#finserv [67] #finserv,#artificialintelligence [60] #artificialintelligence,# [51] spirosmargaris,#ai [30] prashanth_ns,installation Top Word Pairs in Tweet in G7:
[19] #vmware,#delltech [17] performance,security [16] orgs,used [16] used,flexible [16] flexible,options [16] enabling,performance [15] check,different [15] different,orgs [15] options,#vmware [15] #delltech,enabling Top Word Pairs in Tweet in G8:
[10] sir,without [10] without,degree [10] degree,students [10] students,join [10] join,vmware [9] vmware,know [9] know,python [9] python,machine [9] machine,learning [9] learning,enough Top Word Pairs in Tweet in G9:
[27] design,guide [25] vdi,design [25] guide,part [25] part,ii [16] itq,itq_belux [16] itq_belux,itq_germany [15] last,week [15] week,vdi [15] ii,released [15] released,account Top Word Pairs in Tweet in G10:
[20] vmware,cloud [19] cloud,aws [13] vmware,partner [11] multi,cloud [10] learn,more [10] migrating,step [10] step,one [10] one,discover [10] discover,vmware [10] aws,helps Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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