The graph represents a network of 3,812 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, 26 July 2020 at 00:41 UTC.
The requested start date was Sunday, 26 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 20-hour, 59-minute period from Tuesday, 21 July 2020 at 19:10 UTC to Friday, 24 July 2020 at 16:10 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 : 3812
Unique Edges : 3927
Edges With Duplicates : 6619
Total Edges : 10546
Number of Edge Types : 5
Mentions : 2961
MentionsInRetweet : 3602
Retweet : 2268
Tweet : 1643
Replies to : 72
Self-Loops : 1790
Reciprocated Vertex Pair Ratio : 0.0447732513451191
Reciprocated Edge Ratio : 0.0857090307154681
Connected Components : 854
Single-Vertex Connected Components : 521
Maximum Vertices in a Connected Component : 2224
Maximum Edges in a Connected Component : 7953
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.961225
Graph Density : 0.000374254897528362
Modularity : 0.456404
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 3,812 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, 26 July 2020 at 00:41 UTC.
The requested start date was Sunday, 26 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 20-hour, 59-minute period from Tuesday, 21 July 2020 at 19:10 UTC to Friday, 24 July 2020 at 16:10 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:
[392] customer,experience [239] #cx,#customerexperience [195] #customerexperience,#cx [157] #bigdata,#analytics [134] #ux,#cx [114] analyticsiot,enricomolinari [112] ty,analyticsiot [106] covid,19 [104] enricomolinari,#iiot [104] #iiot,#ir4 Top Word Pairs in Tweet in G1:
[148] #bigdata,#analytics [106] analyticsiot,enricomolinari [104] ty,analyticsiot [96] enricomolinari,#iiot [96] #iiot,#ir4 [96] #ir4,#marketing [92] enricomolinari,#iot [82] #python,#rstats [75] #rstats,#tensorflow [74] #iot,#iiot Top Word Pairs in Tweet in G2:
[103] customer,experience [52] #customerexperience,#cx [40] #cx,#customerexperience [26] #ux,#cx [24] ideas,#cx [23] scott,mckain [23] playing,distinction [23] distinction,radio [23] radio,join [23] join,cutting Top Word Pairs in Tweet in G3:
[72] customer,experience [39] #cx,#customerexperience [31] #cx,#customerdrivengrowth [27] customer,service [25] #customerdrivengrowth,#businessgrowth [24] #customerexperience,#cx [23] #cx,#marketing [19] #custexp,#cx [19] #cx,#custserv [17] 'new,normal' Top Word Pairs in Tweet in G4:
[46] #cx,#customerexperience [40] #customerexperience,#cx [23] customer,experience [17] #ai,#customerexperience [17] #cx,#technology [15] role,data [15] data,personalization [15] personalization,#dataprivacy [15] #dataprivacy,#ai [15] #cx,softclouds Top Word Pairs in Tweet in G5:
[28] adobe,ibmcloud [28] ibmcloud,collab [28] collab,ensures [28] ensures,data [28] data,governance [28] governance,controls [28] controls,driven [28] driven,marketing [28] marketing,#banking [28] #banking,software Top Word Pairs in Tweet in G6:
[47] gt,gt [38] contact,centers [32] 12,00pm [32] 00pm,edt [25] register,gt [23] nice,incontact [23] digital,first [22] incontact,cxone [22] cxone,wins [22] wins,uk Top Word Pairs in Tweet in G7:
[19] internet,things [12] industrial,internet [12] things,#digitaltransformation [12] #digitaltransformation,utilities [12] utilities,cc [12] cc,fisher85m [12] fisher85m,iscoopbiz [12] iscoopbiz,iiot_world [11] devcleary,industrial [11] iiot_world,lindagrass Top Word Pairs in Tweet in G8:
[8] customer,experience [7] customer,service [4] #cx,harvardbiz [3] #cx,#custexp [3] #cx,#customerexperience [3] service,improvement [3] improvement,strategies [3] strategies,try [3] try,summer [2] leveraging,artificial Top Word Pairs in Tweet in G9:
[17] #ux,#cx [15] #innovation,#fintech [15] customer,experience [13] covid,19 [12] #fintech,#banking [10] improve,customer [10] experience,during [10] during,covid [10] 19,#cx [10] #cx,#customerexperience Top Word Pairs in Tweet in G10:
[9] #cx,#customerexperience [6] user,experience [6] start,#customerexperience [6] #customerexperience,work [6] work,backwards [6] backwards,#technology [6] #technology,start [6] simplicity,key [6] key,success [6] success,elegance 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 G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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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: