The graph represents a network of 3,543 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, 26 April 2021 at 00:01 UTC.
The requested start date was Sunday, 25 April 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 3-day, 21-hour, 23-minute period from Wednesday, 21 April 2021 at 02:37 UTC to Sunday, 25 April 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 : 3543
Unique Edges : 3721
Edges With Duplicates : 11432
Total Edges : 15153
Number of Edge Types : 5
Tweet : 1771
Retweet : 4585
MentionsInRetweet : 5902
Mentions : 2812
Replies to : 83
Self-Loops : 1913
Reciprocated Vertex Pair Ratio : 0.0402094632504208
Reciprocated Edge Ratio : 0.0773103200287666
Connected Components : 735
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 2236
Maximum Edges in a Connected Component : 13243
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.090548
Graph Density : 0.000443211760076613
Modularity : 0.325973
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,543 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, 26 April 2021 at 00:01 UTC.
The requested start date was Sunday, 25 April 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 3-day, 21-hour, 23-minute period from Wednesday, 21 April 2021 at 02:37 UTC to Sunday, 25 April 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:
[1035] #frenchtech,#datascience [1019] #datascience,#cx [968] #bigdata,#frenchtech [694] #javascript,#github [693] #github,#nodejs [633] #100daysofcode,#javascript [618] #nocode,#lowcode [615] #nodejs,#cybersecurity [591] #lowcode,#javascript [578] #mxdp,#100daysofcode Top Word Pairs in Tweet in G1:
[66] customer,experience [58] #customerexperience,#cx [55] #cx,#customerexperience [21] learn,more [19] read,more [18] customer,service [14] #ux,#cx [13] #customerservice,#cx [11] improve,#cx [10] gt,gt Top Word Pairs in Tweet in G2:
[52] info,ingliguori [49] #nocode,#lowcode [48] #frenchtech,#datascience [48] #javascript,#github [48] #github,#nodejs [47] #datascience,#cx [46] #bigdata,#frenchtech [45] #lowcode,#javascript [44] #nodejs,#cybersecurity [39] #cybersecurity,#devops Top Word Pairs in Tweet in G3:
[277] #frenchtech,#datascience [274] #datascience,#cx [248] #bigdata,#frenchtech [155] #machinelearning,#python [140] #cx,#machinelearning [116] #python,#programming [96] #programming,#nlp [92] #coding,#womenwhocode [92] #womenintech,#100daysofcode [92] #coders,#devops Top Word Pairs in Tweet in G4:
[668] #frenchtech,#datascience [657] #datascience,#cx [645] #javascript,#github [644] #github,#nodejs [630] #bigdata,#frenchtech [611] #100daysofcode,#javascript [570] #nodejs,#cybersecurity [567] #nocode,#lowcode [558] #mxdp,#100daysofcode [558] #javascript,#nocode Top Word Pairs in Tweet in G5:
[35] talkdesk,talkdesk [29] talkdesk,announces [29] announces,expanded [29] expanded,partnership [29] partnership,microsoft [29] microsoft,give [29] give,#contactcenters [29] #contactcenters,more [29] more,ways [29] ways,deliver Top Word Pairs in Tweet in G6:
[17] customer,experience [15] scale,efforts [15] efforts,infuse [15] infuse,ai [15] ai,customer [15] customer,interaction [15] interaction,fast [15] fast,non [15] non,intrusive [15] intrusive,manner Top Word Pairs in Tweet in G7:
[20] learn,more [14] adobesummit,session [13] personalized,#cx [12] join,merkle [12] consumers,feel [11] adobe,experience [9] create,personalized [9] brands,delivering [9] download,merkle's [8] ability,create Top Word Pairs in Tweet in G8:
[24] business,prepare [24] prepare,reflect [24] reflect,reform [24] reform,leverage [24] leverage,#digital [24] #digital,advantage [24] advantage,writes [24] writes,vmware's [21] technative,business [19] customer,experience Top Word Pairs in Tweet in G9:
[10] #innovation,#fintech [8] #socialmedia,#cx [8] q1,2021 [8] 2021,socialbakers [8] l'expérience,client [8] #fintech,#banking [7] l'état,lieux [7] lieux,#socialmedia [7] #cx,chiffres [7] chiffres,clés Top Word Pairs in Tweet in G10:
[8] #banking,#fintech [6] #innovation,#fintech [6] miss,webinar [6] webinar,moderated [6] moderated,ghanem_elias [6] ghanem_elias,featuring [6] featuring,citikris [6] citikris,pega's [6] pega's,marc [6] marc,andrews 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: