The graph represents a network of 4,222 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, 31 May 2021 at 00:07 UTC.
The requested start date was Sunday, 30 May 2021 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, 10-hour, 9-minute period from Tuesday, 25 May 2021 at 13:51 UTC to Sunday, 30 May 2021 at 00:00 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 : 4222
Unique Edges : 4599
Edges With Duplicates : 11015
Total Edges : 15614
Number of Edge Types : 5
Mentions : 3573
Tweet : 2136
Replies to : 83
Retweet : 3968
MentionsInRetweet : 5854
Self-Loops : 2317
Reciprocated Vertex Pair Ratio : 0.0435779816513761
Reciprocated Edge Ratio : 0.0835164835164835
Connected Components : 923
Single-Vertex Connected Components : 591
Maximum Vertices in a Connected Component : 2514
Maximum Edges in a Connected Component : 12868
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.692278
Graph Density : 0.000382973809304967
Modularity : 0.385515
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,222 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, 31 May 2021 at 00:07 UTC.
The requested start date was Sunday, 30 May 2021 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, 10-hour, 9-minute period from Tuesday, 25 May 2021 at 13:51 UTC to Sunday, 30 May 2021 at 00:00 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 : #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:
[628] #linux,#datascience [626] #bigdata,#linux [603] #datascience,#usa [563] #cx,#digitaltransformation [485] customer,experience [442] #custserv,#cx [424] #usa,#custserv [287] fire_star_news,#firestarnews [259] #100daysofcode,#javascript [252] #nodejs,#github Top Word Pairs in Tweet in G1:
[116] customer,experience [54] #customerexperience,#cx [52] #cx,#customerexperience [40] make,sure [38] research,shows [38] shows,70 [38] 70,unhappy [38] unhappy,customers [38] customers,whose [38] whose,problems Top Word Pairs in Tweet in G2:
[86] #fintech,#cx [76] mckinsey,#fintech [73] #cx,#digitaltransformation [62] #bigdata,#linux [62] #linux,#datascience [61] #datascience,#usa [53] customer,experience [51] #ai,transforms [51] transforms,#banking [44] enricomolinari,#ai Top Word Pairs in Tweet in G3:
[55] #cx,#customerexperience [53] #cxnews,#cx [49] strong,data [49] data,analytics [49] analytics,foundation [49] foundation,extremely [49] extremely,important [49] important,optimize [49] optimize,#cx [49] #cx,entire Top Word Pairs in Tweet in G4:
[565] #linux,#datascience [563] #bigdata,#linux [541] #datascience,#usa [464] #cx,#digitaltransformation [383] #usa,#custserv [367] #custserv,#cx [275] fire_star_news,#firestarnews [226] #100daysofcode,#javascript [223] #javascript,#github [222] #github,#cybersecurity Top Word Pairs in Tweet in G5:
[45] customer,experience [35] #cx,creating [34] scott,mckain [34] playing,distinction [34] distinction,radio [34] radio,join [34] join,cutting [34] cutting,edge [34] edge,ideas [34] ideas,#cx Top Word Pairs in Tweet in G6:
[20] voix,client [18] assureur,augmenté [18] augmenté,grâce [18] grâce,data [18] data,ia [18] ia,découvrez [18] découvrez,ia4marketing [18] ia4marketing,mon [18] mon,entretien [18] entretien,50 Top Word Pairs in Tweet in G7:
[51] read,more [50] exciting,news [50] news,oracledatacloud [50] oracledatacloud,announces [50] announces,game [50] game,#ad [50] #ad,measurement [50] measurement,technology [50] technology,#cx [50] #cx,portfolio Top Word Pairs in Tweet in G8:
[17] becoming,#data [17] #data,driven [17] driven,pivot [17] pivot,wisely [17] wisely,building [17] building,strong [17] strong,data [17] data,foundation [17] foundation,establishing [17] establishing,good Top Word Pairs in Tweet in G9:
[16] customer,experience [15] #customerexperience,#cx [12] #cx,#customerexperience [9] #cx,#userexperience [8] masvoz,part [8] part,enreach_group [8] gt,gt [8] #design,#cx [8] #userexperience,#graphicdesign [8] _asksid,vertical Top Word Pairs in Tweet in G10:
[19] customer,experience [11] gt,gt [11] recognized,leader [11] gartner_inc,magic [11] magic,quadrant [10] #cx,implementation [9] quadrant,#crm [9] #crm,#cx [9] implementation,services [9] #customerexperience,#cx 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: