The graph represents a network of 3,511 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 December 2022 at 01:25 UTC.
The requested start date was Sunday, 11 December 2022 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 5-day, 0-hour, 10-minute period from Sunday, 04 December 2022 at 17:24 UTC to Friday, 09 December 2022 at 17:35 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 : 3511
Unique Edges : 3503
Edges With Duplicates : 12251
Total Edges : 15754
Number of Edge Types : 5
MentionsInRetweet : 5085
Replies to : 94
Mentions : 4890
Retweet : 3802
Tweet : 1883
Self-Loops : 3033
Reciprocated Vertex Pair Ratio : 0.0452079566003617
Reciprocated Edge Ratio : 0.0865051903114187
Connected Components : 820
Single-Vertex Connected Components : 550
Maximum Vertices in a Connected Component : 1984
Maximum Edges in a Connected Component : 13074
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.394535
Graph Density : 0.000422116571361801
Modularity : 0.29801
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,511 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 December 2022 at 01:25 UTC.
The requested start date was Sunday, 11 December 2022 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 5-day, 0-hour, 10-minute period from Sunday, 04 December 2022 at 17:24 UTC to Friday, 09 December 2022 at 17:35 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:
[2020] #datascientist,#csuite [2019] #smartcity,#datascientist [2018] #healthtech,#smartcity [2018] #csuite,#digitalhealth [2008] #cx,#ehealth [2005] #web3,#cx [2004] #digitalhealth,#web3 [1999] #ehealth,#finserv [1987] #finserv,#cloud [1246] chidambara09,#healthtech Top Word Pairs in Tweet in G1:
[2002] #datascientist,#csuite [2001] #smartcity,#datascientist [2000] #csuite,#digitalhealth [2000] #healthtech,#smartcity [1991] #cx,#ehealth [1986] #digitalhealth,#web3 [1982] #ehealth,#finserv [1981] #web3,#cx [1970] #finserv,#cloud [1229] chidambara09,#healthtech Top Word Pairs in Tweet in G2:
[100] customer,experience [53] #cx,#customerexperience [42] learn,more [31] #customerexperience,#cx [28] #sales,#cx [23] #hubspot,#surveymonkey [23] #surveymonkey,#supportsmallbusiness [23] #supportsmallbusiness,#customersatisfaction [23] customers,increase [23] #customerfeedback,#adellapasos Top Word Pairs in Tweet in G3:
[51] #ai,#wearables [50] #wearables,#ux [50] #ux,#cx [46] #cx,#digitaltransformation [46] mikequindazzi,#ai [34] learn,more [28] customer,experience [21] #cx,#cxnews [20] #cxnews,#ccaas [20] founder,ceo Top Word Pairs in Tweet in G4:
[92] #ai,#machinelearning [90] #machinelearning,#iot [87] #cx,#selfdrivingcars [87] #selfdrivingcars,#smartcity [86] #smartcity,#autonomousvehicles [86] #autonomousvehicles,#datascience [66] #iot,#iiot [64] data,#ai [64] world,data [64] #iiot,#cx Top Word Pairs in Tweet in G5:
[233] #cx,#custserv [187] #custserv,#ex [171] #ar,#vr [170] #xr,#ar [169] #hx,#xr [164] #ex,#rox [149] #daos,#nfts [148] #defi,#daos [140] #virtualworld,#gamefi [135] #infinitejourneys,#designthinking Top Word Pairs in Tweet in G6:
[22] #ai,#customerfeedback [16] quadrant,#ucaas [16] magic,quadrant [15] winning,spree [15] verint,winning [15] spree,celebrating [15] frost_sullivan,recognition [15] #cx,#ex [15] recognition,#innovation [15] celebrating,frost_sullivan Top Word Pairs in Tweet in G7:
[38] #cyclocross,#cx [24] #veldrijden,#cyclocross [23] ciclocross,tenderina [23] cyclo,cross [22] masters,cyclocross [22] uci,world [22] world,masters [20] #cx,#ciclocross [19] #cx,#cxishere [19] 2022,uci Top Word Pairs in Tweet in G8:
[41] ronald_vanloon,watch [41] open,ecosystem [41] driving,#innovation [41] #innovation,open [41] watch,demand [41] ecosystem,ronald_vanloon [40] ronald_vanloon,driving [40] demand,#intelpar [8] well,being [8] improve,employee Top Word Pairs in Tweet in G9:
[9] #cx,#technology [7] #technology,oraclecx [7] #banking,#fintech [6] leading,pack [6] banks,#hongkong [6] replace,content [6] pack,#mobile [6] virtual,banks [6] #cx,#data [6] traditional,#singapore Top Word Pairs in Tweet in G10:
[31] #custexp,#cx [24] #customerexperience,#custexp [15] #cx,#custserv [10] customer,experience [9] clients,employés [9] arrivée,#métavers [9] employés,nombreux [9] nombreux,secteurs [9] #métavers,transforme [9] #cxmanagement,#customerexperience Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G8:
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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:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: