The graph represents a network of 2,825 Twitter users whose recent tweets contained "#cx", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 3517-day, 13-hour, 5-minute period from Wednesday, 24 July 2013 at 11:52 UTC to Sunday, 12 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2825
Unique Edges : 2761
Edges With Duplicates : 9736
Total Edges : 12497
Number of Edge Types : 8
Retweet : 2039
MentionsInRetweet : 3468
Tweet : 1464
Mentions : 3664
Replies to : 148
Quote : 114
MentionsInReplyTo : 964
MentionsInQuote : 636
Self-Loops : 3591
Reciprocated Vertex Pair Ratio : 0.0464846019755956
Reciprocated Edge Ratio : 0.0888395335924486
Connected Components : 640
Single-Vertex Connected Components : 441
Maximum Vertices in a Connected Component : 1720
Maximum Edges in a Connected Component : 10575
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.531204
Graph Density : 0.000451502920604678
Modularity : 0.280666
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,825 Twitter users whose recent tweets contained "#cx", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 3517-day, 13-hour, 5-minute period from Wednesday, 24 July 2013 at 11:52 UTC to Sunday, 12 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #cx
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:
[1094] #web3,#cx [1094] #healthtech,#smartcity [1094] #datascientist,#csuite [1093] #csuite,#digitalhealth [1090] #digitalhealth,#web3 [1077] #vive2023,#healthtech [767] #smartcity,#ata2023 [766] #ata2023,#datascientist [615] chidambara09,#vive2023 [547] #cx,#ehealth Top Word Pairs in Tweet in G1:
[80] customer,experience [48] #cx,#customerexperience [31] #customerexperience,#cx [26] customer,service [19] read,more [18] learn,more [15] experience,#cx [14] #ux,#cx [14] improve,#cx [13] influencers,follow Top Word Pairs in Tweet in G2:
[260] #iot,#iiot [152] #ai,#ml [116] #tech,#emergingtech [110] iotpractitioner,iotslam [109] iotchannel,iotcommunity [105] iotcommunity,iotchannel [101] #iotpl,#iotcl [78] iotslam,iotpractitioner [69] #iotslam,#ai [67] #iiot,#iotpl Top Word Pairs in Tweet in G3:
[175] #cx,#custserv [125] #xr,#ar [124] #hx,#xr [122] #ar,#vr [113] #custserv,#ex [97] #defi,#daos [91] #virtualworld,#gamefi [91] #gamefi,#3d [79] customer,experience [73] #experienceeconomy,#futureofwork Top Word Pairs in Tweet in G4:
[30] customer,experience [25] visually,impaired [25] accessible,visually [24] touch2see,supported [24] making,#sports [24] #startup,touch2see [24] #sports,accessible [24] wonderful,making [24] see,#startup [24] impaired,#mwc23 Top Word Pairs in Tweet in G5:
[24] learn,more [20] contact,center [17] analyst,mcgeesmith [15] join,five9 [14] register,#cxnation [13] einstein,gpt [12] mike,burkland [12] rgareiss,ceo [12] customer,experience [12] ceo,principal Top Word Pairs in Tweet in G6:
[1043] #datascientist,#csuite [1043] #healthtech,#smartcity [1042] #csuite,#digitalhealth [1040] #digitalhealth,#web3 [1038] #web3,#cx [1028] #vive2023,#healthtech [738] #smartcity,#ata2023 [737] #ata2023,#datascientist [565] chidambara09,#vive2023 [538] #cx,#ehealth Top Word Pairs in Tweet in G7:
[13] customer,experience [13] #banking,#fintech [11] models,rest [11] build,hassle [11] allowing,build [11] hassle,free [11] deploys,#machinelearning [11] rest,api [11] databricks,#modelserving [11] #machinelearning,models Top Word Pairs in Tweet in G8:
[14] customer,experience [10] #cx,strategy [10] sylvain,panzani [10] #cx,transformation [8] transformation,journey [8] trudeau,sunil [8] demand,hear [8] sunil,rao [8] rao,forrester's [8] forrester's,brandon Top Word Pairs in Tweet in G9:
[17] #custexp,#cx [15] takes,look [13] rob,tarkoff [13] tarkoff,takes [13] oraclecx's,rob [13] customer,experience [12] look,#cx [12] deliver,three [12] customer,data [12] three,key Top Word Pairs in Tweet in G10:
[24] #pipeline,magazine [20] explored,#pipeline [16] magazine,article [15] #customerexperience,#cx [12] #cx,#dx [12] #digital,#customerexperience [8] magazine,explores [8] cx,#ai [8] sense,cx [8] #customerexperience,#dx 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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: