The graph represents a network of 699 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 December 2022 at 00:19 UTC.
The requested start date was Monday, 12 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 13-day, 22-hour, 30-minute period from Monday, 28 November 2022 at 02:30 UTC to Monday, 12 December 2022 at 01:00 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 : 699
Unique Edges : 729
Edges With Duplicates : 1262
Total Edges : 1991
Number of Edge Types : 5
Replies to : 26
Tweet : 691
Mentions : 662
Retweet : 214
MentionsInRetweet : 398
Self-Loops : 711
Reciprocated Vertex Pair Ratio : 0.0459183673469388
Reciprocated Edge Ratio : 0.0878048780487805
Connected Components : 234
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 419
Maximum Edges in a Connected Component : 1460
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.264287
Graph Density : 0.00168066537952294
Modularity : 0.391373
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 699 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 December 2022 at 00:19 UTC.
The requested start date was Monday, 12 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 13-day, 22-hour, 30-minute period from Monday, 28 November 2022 at 02:30 UTC to Monday, 12 December 2022 at 01:00 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 : cmswire
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:
[183] customer,experience [39] continue,reading [38] #analytics,#googleads [38] #googleads,#facebookads [38] digital,customer [36] state,digital [34] zero,results [29] human,touch [28] importance,human [28] digital,transformation Top Word Pairs in Tweet in G1:
[75] customer,experience [17] digital,customer [14] state,digital [14] b2b,marketing [12] human,touch [11] importance,human [11] digital,transformation [10] touch,digital [10] science,behind [10] cmswire,contributor Top Word Pairs in Tweet in G2:
[47] customer,experience [19] cmswire,#cx [16] cmswire,#marketing [12] predictions,2023 [12] scottclark,cmswire [11] scott,clark [10] computing,road [10] clark,scottclark [10] #cx,nirvana [10] cmswire,edge Top Word Pairs in Tweet in G3:
[39] customer,experience [37] continue,reading [20] #ar,#vr [20] #xr,#ar [19] #cx,#custserv [17] #daos,#nfts [17] #defi,#daos [14] #hx,#xr [11] #custserv,#ex [11] #virtualworld,#gamefi Top Word Pairs in Tweet in G4:
[9] #education,#digital [9] #metaverse,transform [9] transform,#education [9] #workplace,labster [9] labster,ceo [9] ceo,bodekaer [9] #digital,#workplace [8] eli_krumova,#metaverse [6] #crm,keeping [6] keeping,#customerservice Top Word Pairs in Tweet in G5:
[34] zero,results [25] urge,colleagues [25] gerrymcgovern,worked [25] scbriand,dr [25] article,gerrymcgovern [25] dr,scbriand [25] scbriand,urge [25] colleagues,read [25] read,article [24] mdc_martinus,scbriand Top Word Pairs in Tweet in G6:
[2] smartercx,carlos_abler [2] customer_exp,cxguide [2] carlos_abler,customer_exp Top Word Pairs in Tweet in G7:
[6] kaigrunwitz,haroldsinnott [6] #digitaltransformation,kaigrunwitz [6] importance,human [6] touch,#digitaltransformation [6] human,touch [5] bfcxguru,importance [4] haroldsinnott,enricomol Top Word Pairs in Tweet in G8:
[2] jharonnemartis,annemarsden [2] thomasbarta,ambarmstrong [2] scarlettsieber,leslielawton [2] kimgarst,cmswire [2] cmswire,sozialia [2] #ff,erinlaviola [2] leslielawton,criteo [2] annemarsden,thomasbarta [2] criteo,jharonnemartis [2] erinlaviola,scarlettsieber Top Word Pairs in Tweet in G9:
[3] pov,gt [3] good,pov [3] chriscrandell,cmswire [2] journeys,moving [2] based,views [2] b2b,buyers [2] prisus,rosemaryegbo [2] buyers,evolving [2] moving,cheese [2] lot,more Top Word Pairs in Tweet in G10:
[6] cx,strategy [6] proof,cx [6] recession,proof [5] strengthen,recession [5] sprinklr's,raghavendra [5] featuring,sprinklr's [5] ways,strengthen [5] strategy,featuring [5] raghavendra,rao [4] vp,#cxm Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: