The graph represents a network of 2,646 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 01:14 UTC.
The tweets in the network were tweeted over the 2640-day, 15-hour, 14-minute period from Friday, 23 October 2015 at 09:43 UTC to Sunday, 15 January 2023 at 00:57 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 : 2646
Unique Edges : 2329
Edges With Duplicates : 9525
Total Edges : 11854
Number of Edge Types : 9
Tweet : 1084
Retweet : 2451
MentionsInRetweet : 3478
Mentions : 3766
MentionsInQuote : 402
Quote : 129
Replies to : 109
MentionsInReplyTo : 428
MentionsInQuoteReply : 7
Self-Loops : 3796
Reciprocated Vertex Pair Ratio : 0.0473948524795982
Reciprocated Edge Ratio : 0.0905004495055439
Connected Components : 574
Single-Vertex Connected Components : 374
Maximum Vertices in a Connected Component : 1414
Maximum Edges in a Connected Component : 9731
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.928769
Graph Density : 0.000476804878641228
Modularity : 0.272879
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,646 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 01:14 UTC.
The tweets in the network were tweeted over the 2640-day, 15-hour, 14-minute period from Friday, 23 October 2015 at 09:43 UTC to Sunday, 15 January 2023 at 00:57 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:
[1634] #healthtech,#smartcity [1634] #datascientist,#csuite [1633] #csuite,#digitalhealth [1632] #web3,#cx [1631] #digitalhealth,#web3 [1627] #cx,#ehealth [1622] #ehealth,#finserv [1384] #smartcity,#5g [1380] #5g,#datascientist [938] chidambara09,#healthtech Top Word Pairs in Tweet in G1:
[65] customer,experience [37] #customerexperience,#cx [25] read,more [22] #cx,#customerexperience [18] #ai,#cx [15] next,gen [14] ai,chatbot [14] experience,reduce [14] customer,frustration [14] #cx,#techtowatch Top Word Pairs in Tweet in G2:
[1625] #healthtech,#smartcity [1625] #digitalhealth,#web3 [1625] #csuite,#digitalhealth [1625] #datascientist,#csuite [1622] #web3,#cx [1622] #cx,#ehealth [1617] #ehealth,#finserv [1377] #smartcity,#5g [1374] #5g,#datascientist [933] chidambara09,#healthtech Top Word Pairs in Tweet in G3:
[118] #cx,#custserv [94] #defi,#daos [92] #hx,#xr [90] #ar,#vr [90] #xr,#ar [73] #virtualworld,#gamefi [73] #custserv,#ex [54] customer,experience [51] #ex,#rox [49] #web3,#nfts Top Word Pairs in Tweet in G4:
[90] #iot,#iiot [81] #ai,#ml [71] #iiot,#iotpl [68] #iotpl,#iotcl [32] #datascience,#analytics [27] #ai,#machinelearning [25] #artificialintelligence,#ai [25] #analytics,#bigdata [23] kred,#influence [23] #ml,#iot Top Word Pairs in Tweet in G5:
[24] #customerexperience,#cx [21] contact,center [19] ai,contact [19] rob,mcdougall [19] mcdougall,mcdougallrob [19] president,ceo [19] ceo,upstream_works [19] upstream_works,helping [19] helping,operationalize [19] operationalize,ai Top Word Pairs in Tweet in G6:
[56] decades,buck [56] companies,focus [56] 10,#cx [56] focus,10 [56] #cx,areas [56] point,decades [56] trend,companies [56] lowest,point [56] satisfaction,lowest [56] customer,satisfaction Top Word Pairs in Tweet in G7:
[17] contact,center [13] customer,experience [12] virtual,contact [11] learn,more [8] customers,wherever [8] wherever,digital [8] digital,journey [8] meet,customers [7] #cx,#customerservice [7] #cx,#customerexperience Top Word Pairs in Tweet in G8:
[48] #veldrijden,#cyclocross [43] #cyclocross,#cx [27] bk,veldrijden [27] #cx,#bkveldrijden [26] #bkveldrijden,#lokeren [21] selecció,#ciclismecat [17] sanne,cant [16] #veldrijden,#cx [15] relleus,equips [14] prova,relleus Top Word Pairs in Tweet in G9:
[29] #ai,#wearables [29] mikequindazzi,#ai [29] #wearables,#ux [29] #ux,#cx [27] verint,blog [21] #cx,#digitaltransformation [19] #customerexperience,#cx [18] #cx,drives [18] beyond,#digital [18] #digital,#customerjourneys Top Word Pairs in Tweet in G10:
[51] copa,mundo [27] podrá,disfrutar [27] mundo,#benidormcx [27] #benidormcx,mejor [27] retransmitirán,copa [27] mejor,#cx [27] disfrutar,abierto [27] eurosport_es,retransmitirán [27] teledeporte,eurosport_es [27] #cx,podrá 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: