The graph represents a network of 1,317 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 December 2021 at 23:13 UTC.
The requested start date was Monday, 20 December 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 11-day, 18-hour, 3-minute period from Monday, 06 December 2021 at 01:14 UTC to Friday, 17 December 2021 at 19:18 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 : 1317
Unique Edges : 1258
Edges With Duplicates : 2512
Total Edges : 3770
Number of Edge Types : 5
Retweet : 630
MentionsInRetweet : 934
Mentions : 1147
Tweet : 944
Replies to : 115
Self-Loops : 951
Reciprocated Vertex Pair Ratio : 0.0739045127534336
Reciprocated Edge Ratio : 0.137637028014616
Connected Components : 402
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 841
Maximum Edges in a Connected Component : 3012
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.325177
Graph Density : 0.000947395873000487
Modularity : 0.364708
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,317 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 December 2021 at 23:13 UTC.
The requested start date was Monday, 20 December 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 11-day, 18-hour, 3-minute period from Monday, 06 December 2021 at 01:14 UTC to Friday, 17 December 2021 at 19:18 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 : cmswire
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:
[202] customer,experience [131] social,media [110] ways,help [86] help,eliminate [86] eliminate,bias [82] media,trends [73] marketers,watch [73] watch,2022 [71] trends,marketers [71] bias,ai Top Word Pairs in Tweet in G1:
[51] social,media [46] customer,experience [40] media,trends [26] watch,2022 [25] trends,marketers [25] marketers,watch [23] 10,social [21] marketing,strategy [18] website,redesign [17] during,website Top Word Pairs in Tweet in G2:
[35] thanks,sharing [22] 2022,cmswire [16] digital,workplace [15] social,media [13] media,trends [13] trends,emerge [13] emerge,2022 [13] customer,experience [13] enterprise,search [13] cmswire,shares Top Word Pairs in Tweet in G3:
[31] path,strategic [31] strategic,outcomes [29] creating,path [28] digital,transformation [27] cmswire,cc [24] mylessuer,cmswire [19] transformation,creating [19] outcomes,mylessuer [14] ad,individualized [14] individualized,human Top Word Pairs in Tweet in G4:
[99] ways,help [76] help,eliminate [76] eliminate,bias [62] bias,ai [61] ai,cmswire [40] #artificialintelligence,#ai [34] artificial,intelligence [31] cmswire,read [31] read,more [31] more,#artificialintelligence Top Word Pairs in Tweet in G5:
[22] #datascientist,#digital [22] #digital,#cx [22] #cx,#iot [22] #iot,#frenchtech [22] #frenchtech,#women [22] #women,#fashiontech [22] #fashiontech,#ehealth [22] #ehealth,#insurtech [21] chidambara09,#datascientist [16] #insurtech,#datascien Top Word Pairs in Tweet in G6:
[26] social,media [24] zimanaanalytics,cmswire [18] machine,learning [17] learning,trends [17] trends,marketers [17] marketers,watch [17] watch,2022 [15] smmtip,zimanaanalytics [12] 2022,cmswire [12] emerge,2022 Top Word Pairs in Tweet in G7:
[59] customer,experience [19] experience,waves [18] ready,customer [12] customer,centricity [12] waves,#designthinking [12] #designthinking,#customerexperience [10] #ex,#rox [10] comes,next [10] next,chatbots [10] chatbots,customer Top Word Pairs in Tweet in G8:
[21] continue,reading [13] customer,experience [9] 2022,zimanaanalytics [9] call,center [8] social,media [8] digital,workplace [7] build,martech [7] martech,stack [7] stack,dam [7] dam,foundation Top Word Pairs in Tweet in G9:
[4] ready,customer [4] customer,experience [4] experience,waves [4] waves,cmswire [4] cmswire,cmswire [4] cmswire,#dx [4] #dx,#analytics [4] #analytics,#cx [3] ravidugh,ready [3] #cx,#ecommerc Top Word Pairs in Tweet in G10:
[19] based,#marketing [14] invest,make [14] make,#customerjourneys [14] #customerjourneys,#moments [14] #moments,based [14] #marketing,matter [14] matter,#digital [14] #digital,#cx [12] marketers,metrics [12] metrics,drive Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: