The graph represents a network of 3,400 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 Sunday, 11 September 2022 at 00:32 UTC.
The requested start date was Sunday, 11 September 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 4-day, 13-hour, 40-minute period from Tuesday, 06 September 2022 at 03:54 UTC to Saturday, 10 September 2022 at 17:34 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 : 3400
Unique Edges : 3047
Edges With Duplicates : 11082
Total Edges : 14129
Number of Edge Types : 5
Mentions : 3261
Retweet : 4226
MentionsInRetweet : 4750
Tweet : 1801
Replies to : 91
Self-Loops : 2487
Reciprocated Vertex Pair Ratio : 0.0490811295383236
Reciprocated Edge Ratio : 0.0935697500534074
Connected Components : 824
Single-Vertex Connected Components : 528
Maximum Vertices in a Connected Component : 1958
Maximum Edges in a Connected Component : 11910
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.936986
Graph Density : 0.000405049928179568
Modularity : 0.296269
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,400 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 Sunday, 11 September 2022 at 00:32 UTC.
The requested start date was Sunday, 11 September 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 4-day, 13-hour, 40-minute period from Tuesday, 06 September 2022 at 03:54 UTC to Saturday, 10 September 2022 at 17:34 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:
[1698] #iot,#iiot [1471] #ai,#iot [1389] ø,ø [1134] #web3,#cx [1131] #csuite,#digitalhealth [1129] #cx,#ehealth [1128] #datascientist,#csuite [1125] #digitalhealth,#web3 [1122] #iiot,#cx [1122] #healthtech,#datascientist Top Word Pairs in Tweet in G1:
[116] ãƒ,ム[55] customer,experience [52] #cx,#customerexperience [35] #customerexperience,#cx [30] customer,service [26] learn,more [23] #crm,#cx [21] gt,gt [20] âœ,brazil [20] brazil,sfeâ Top Word Pairs in Tweet in G2:
[112] #iot,#iiot [105] #iiot,#cx [95] #ai,#iot [73] #selfdrivingcars,#fashiontech [70] #cx,#ml [67] #ml,#selfdrivingcars [55] #ux,#cx [54] #fashiontech,#smartcity [53] mikequindazzi,#ai [52] #ai,#wearables Top Word Pairs in Tweet in G3:
[995] #csuite,#digitalhealth [993] #cx,#ehealth [992] #datascientist,#csuite [989] #digitalhealth,#web3 [989] #web3,#cx [988] #ehealth,#finserv [987] #healthtech,#datascientist [980] #finserv,#cloud [578] #iot,#iiot [554] #ai,#iot Top Word Pairs in Tweet in G4:
[997] #iot,#iiot [876] #iiot,#cx [814] #ai,#iot [637] #selfdrivingcars,#fashiontech [613] #cx,#ml [576] #ml,#selfdrivingcars [538] #fashiontech,#smartcity [394] #smartcity,#autonomousvehicles [215] #autonomousvehicles,#datascience [197] #datascience,#bigdata Top Word Pairs in Tweet in G5:
[150] #cx,#custserv [139] #custserv,#ex [124] #ex,#rox [74] customer,experience [69] #rox,#experienceeconomy [66] #defi,#daos [63] #daos,#nfts [53] #experienceeconomy,#futureofwork [51] #infinitejourneys,#designthinking [50] #futureofwork,#futureback Top Word Pairs in Tweet in G6:
[1333] ø,ø [719] ø,ù [565] ù,ø [317] øªø,ø [316] ù,ù [235] ù,ùšù [223] ùšù,ù [204] #øªø,ø [204] ø,_ø [204] _ø,ù Top Word Pairs in Tweet in G7:
[22] #digitaladvertising,#cx [21] #inbound22,#digitalmarketing [18] #digitalmarketing,#socialmedia [17] #socialmedia,#digitaladvertising [7] #cx,hubspot [7] hubspot,inbound [6] #cctr,#contactcenter [5] find,day [5] #cx,#personalization [5] #social,#digitaladvertising Top Word Pairs in Tweet in G8:
[56] ronald_vanloon,read [56] read,full [56] full,article [53] ronald_vanloon,behavioral [51] behavioral,#analytics [51] #analytics,use [51] use,cases [51] cases,techniques [51] techniques,technologies [51] technologies,ronald_vanloon Top Word Pairs in Tweet in G9:
[5] contact,center [4] žð,šð [4] šð,šð [4] cto,jeffgallino [3] #customerexperience,amabilidad [3] amabilidad,debe [3] debe,ensayar [3] ensayar,soyjuanbecerril [3] soyjuanbecerril,merca20 [3] merca20,aprende Top Word Pairs in Tweet in G10:
[13] #banking,#fintech [8] survey,found [8] found,75 [8] 75,consumers [8] consumers,europe [8] europe,willing [8] willing,pay [8] pay,more [8] more,sustainable [8] sustainable,products Top Replied-To in Entire Graph:
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 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: