The graph represents a network of 4,005 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 00:12 UTC.
The requested start date was Sunday, 27 March 2022 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 5-day, 2-hour, 18-minute period from Monday, 21 March 2022 at 21:32 UTC to Saturday, 26 March 2022 at 23:50 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 : 4005
Unique Edges : 4121
Edges With Duplicates : 10490
Total Edges : 14611
Number of Edge Types : 5
Tweet : 2231
Retweet : 3532
MentionsInRetweet : 4800
Mentions : 3927
Replies to : 121
Self-Loops : 2612
Reciprocated Vertex Pair Ratio : 0.0450385788623721
Reciprocated Edge Ratio : 0.0861950549450549
Connected Components : 821
Single-Vertex Connected Components : 496
Maximum Vertices in a Connected Component : 2399
Maximum Edges in a Connected Component : 11848
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.288051
Graph Density : 0.000363182385654296
Modularity : 0.369487
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,005 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 00:12 UTC.
The requested start date was Sunday, 27 March 2022 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 5-day, 2-hour, 18-minute period from Monday, 21 March 2022 at 21:32 UTC to Saturday, 26 March 2022 at 23:50 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 : #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:
[1218] #women,#ehealth [1216] #cx,#women [1212] #ces2023,#finserv [1209] #datascientist,#cloud [1205] #ehealth,#ces2023 [1010] #quantum,#des2022 [1002] #cloud,#quantum [819] #des2022,#cx [562] #laziodigitale,#datascientist [526] customer,experience Top Word Pairs in Tweet in G1:
[1195] #women,#ehealth [1193] #cx,#women [1189] #ces2023,#finserv [1186] #datascientist,#cloud [1184] #ehealth,#ces2023 [993] #quantum,#des2022 [985] #cloud,#quantum [803] #des2022,#cx [558] #laziodigitale,#datascientist [402] #finserv,#in Top Word Pairs in Tweet in G2:
[101] customer,experience [46] #customerexperience,#cx [45] #cx,#customerexperience [41] cutting,edge [40] scott,mckain [40] playing,distinction [40] distinction,radio [40] radio,join [40] join,cutting [40] edge,ideas Top Word Pairs in Tweet in G3:
[79] customer,experience [79] gt,gt [47] #ec22,#contactcenter [44] named,winner [43] #ucaas,#ccaas [43] 8x8,agent [43] agent,workspace [42] workspace,named [42] winner,best [42] best,enterprisecon Top Word Pairs in Tweet in G4:
[461] #cx,#custserv [444] #custserv,#ex [421] #ex,#rox [303] #rox,#experienceeconomy [197] #infinitejourneys,#designthinking [193] #defi,#daos [189] #daos,#nfts [156] #experienceeconomy,#futureofwork [143] #futureofwork,#futureback [132] #futureback,#infinitejourneys Top Word Pairs in Tweet in G5:
[14] customer,experience [12] #cx,#experiencesthatmatter [11] experience,#cx [10] #ccaas,take [10] take,closer [10] closer,look [10] look,#cx [10] digital,customer [10] #cx,trends [10] trends,2021 Top Word Pairs in Tweet in G6:
[17] #fintech,#finserv [16] #tech,#fintech [15] #finserv,#ai [15] #ai,#insurtech [15] #insurtech,#machinelearning [15] #machinelearning,#ml [15] #ml,#insurance [15] #insurance,#cx [14] #cx,#robotics [13] #robotics,#chatbot Top Word Pairs in Tweet in G7:
[10] très,heureux [10] heureux,d'avoir [10] d'avoir,contribué [10] contribué,rapport [10] rapport,#shapetomorrow [10] #shapetomorrow,talkwalkerfr [10] talkwalkerfr,comment [10] comment,relations [10] relations,actuelles [10] plus,20 Top Word Pairs in Tweet in G8:
[73] #cx,#ciscocxdigital [73] #ciscocxdigital,#ciscocxchannel [73] #ciscocxchannel,ciscocx [73] ciscocx,ciscogateway [59] highly,recommend [59] recommend,resource [59] resource,set [59] set,install [59] install,use [59] check,#cisco Top Word Pairs in Tweet in G9:
[13] #experienciadecliente,#cx [7] customer,data [7] customer,experience [7] unify,customer [7] #viernesdec,#experienciadecliente [7] raúl,gómez [7] gómez,garcía [7] garcía,carpintero [6] pleased,announce [6] announce,idmc Top Word Pairs in Tweet in G10:
[56] world,cx [56] cx,summit [50] summit,asean [50] #cx,#customerservice [36] asean,live [36] #ai,#ml [35] #tresconcx,#wcxsasean [32] #wcxsasean,#cx [31] #customerservice,#ai [29] tune,#tresconcx Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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: