The graph represents a network of 3,381 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, 16 August 2021 at 00:13 UTC.
The requested start date was Sunday, 15 August 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, 4-hour, 13-minute period from Tuesday, 10 August 2021 at 19:46 UTC to Sunday, 15 August 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 : 3381
Unique Edges : 3383
Edges With Duplicates : 11751
Total Edges : 15134
Number of Edge Types : 5
Replies to : 63
Retweet : 4750
MentionsInRetweet : 6012
Mentions : 2420
Tweet : 1889
Self-Loops : 2133
Reciprocated Vertex Pair Ratio : 0.036036036036036
Reciprocated Edge Ratio : 0.0695652173913043
Connected Components : 758
Single-Vertex Connected Components : 485
Maximum Vertices in a Connected Component : 2033
Maximum Edges in a Connected Component : 13082
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.806811
Graph Density : 0.000442780662560882
Modularity : 0.302189
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,381 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, 16 August 2021 at 00:13 UTC.
The requested start date was Sunday, 15 August 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, 4-hour, 13-minute period from Tuesday, 10 August 2021 at 19:46 UTC to Sunday, 15 August 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:
[1617] #socialmedia,#100daysofcode [1614] #100daysofcode,#bigdata [1409] #bigdata,#womenwhocode [1300] #womenwhocode,#python [1258] #github,#nodejs [1234] #nodejs,#cybersecurity [1234] #cybersecurity,#devops [1232] #javascript,#github [1197] #python,#flutter [1147] #nocode,#lowcode Top Word Pairs in Tweet in G1:
[80] customer,experience [59] #cx,#customerexperience [32] #customerexperience,#cx [19] learn,more [19] improve,#cx [16] customer,service [14] #ai,#cx [14] gt,gt [14] #cx,#ux [13] #cx,#customerservice Top Word Pairs in Tweet in G2:
[184] #socialmedia,#100daysofcode [183] #100daysofcode,#bigdata [168] #bigdata,#womenwhocode [148] #womenwhocode,#python [139] #python,#flutter [110] #github,#nodejs [108] #javascript,#github [106] #nodejs,#cybersecurity [106] #cybersecurity,#devops [103] #datascience,#ai Top Word Pairs in Tweet in G3:
[1415] #socialmedia,#100daysofcode [1413] #100daysofcode,#bigdata [1229] #bigdata,#womenwhocode [1145] #github,#nodejs [1141] #womenwhocode,#python [1126] #nodejs,#cybersecurity [1126] #cybersecurity,#devops [1121] #javascript,#github [1047] #python,#flutter [1044] #nocode,#lowcode Top Word Pairs in Tweet in G4:
[53] customer,experience [49] #cx,#ex [47] #customerexperience,#cx [46] #cx,#customerexperience [33] customer,service [33] scott,mckain [33] playing,distinction [33] distinction,radio [33] radio,join [33] join,cutting Top Word Pairs in Tweet in G5:
[27] read,more [27] august,18 [27] 18,pt [27] pt,webinar [26] join,rwang0 [26] webinar,sap [26] sap,ekolsky [26] ekolsky,rezasoudagar [26] rezasoudagar,pandemic [24] awards,finalists Top Word Pairs in Tweet in G6:
[30] #ucaas,#ccaas [26] learn,more [26] #customerexperience,#cx [25] magic,quadrant [25] #cx,#cctr [24] quadrant,#ccaas [24] 2021,gartner [24] gartner,magic [24] offers,industry [23] 8x8,#xcaas Top Word Pairs in Tweet in G7:
[14] quality,service [13] hear,lessons [13] lessons,learned [13] learned,improve [13] improve,speed [13] speed,quality [13] service,citizens [13] citizens,fema's [13] fema's,cto [13] cto,ted Top Word Pairs in Tweet in G8:
[17] customer,experience [16] #cx,#ai [14] #bridgei2i,#cx [10] #cx,#customerexperience [10] #ai,#reimaginebusiness [10] bionic,company [10] company,designs [10] designs,technology [10] technology,human [10] human,organization Top Word Pairs in Tweet in G9:
[18] #custexp,#cx [16] customer,experience [15] #marketing,#cx [14] virtual,selfies [14] selfies,favorite [14] favorite,football [14] football,players [14] players,lunch [14] lunch,cartoon [14] cartoon,character Top Word Pairs in Tweet in G10:
[19] #marketing,#cx [10] join,mikeatspice [10] mikeatspice,svia [10] svia,denisegarth [10] denisegarth,majesco_inc [10] majesco_inc,jaybourland [10] jaybourland,fenrisinsurtech [10] fenrisinsurtech,bonniedchase [10] bonniedchase,coveo [10] content,center 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 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: