The graph represents a network of 3,890 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, 02 August 2021 at 00:13 UTC.
The requested start date was Sunday, 01 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, 16-hour, 23-minute period from Tuesday, 27 July 2021 at 01:15 UTC to Saturday, 31 July 2021 at 17:39 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 : 3890
Unique Edges : 4331
Edges With Duplicates : 11142
Total Edges : 15473
Number of Edge Types : 5
Tweet : 2116
Mentions : 3194
MentionsInRetweet : 5985
Retweet : 4043
Replies to : 135
Self-Loops : 2235
Reciprocated Vertex Pair Ratio : 0.0417910447761194
Reciprocated Edge Ratio : 0.0802292263610315
Connected Components : 880
Single-Vertex Connected Components : 582
Maximum Vertices in a Connected Component : 2364
Maximum Edges in a Connected Component : 13109
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.0109
Graph Density : 0.000415250713732821
Modularity : 0.350585
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,890 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, 02 August 2021 at 00:13 UTC.
The requested start date was Sunday, 01 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, 16-hour, 23-minute period from Tuesday, 27 July 2021 at 01:15 UTC to Saturday, 31 July 2021 at 17:39 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:
[1622] #javascript,#github [1620] #github,#nodejs [1516] #nodejs,#cybersecurity [1513] #lowcode,#javascript [1337] #nocode,#lowcode [1226] #hclswlobp,#nocode [1209] #cybersecurity,#devops [794] #devops,#100daysofcode [617] nitin_nitinsr,#hclswlobp [557] customer,experience Top Word Pairs in Tweet in G1:
[144] customer,experience [52] #customerexperience,#cx [50] #cx,#customerexperience [43] buy,pay [43] pay,later [43] later,#contactless [43] #contactless,payments [43] payments,46 [43] 46,suite [43] suite,execs Top Word Pairs in Tweet in G2:
[351] #javascript,#github [343] #github,#nodejs [321] #lowcode,#javascript [312] #nodejs,#cybersecurity [279] #nocode,#lowcode [248] #hclswlobp,#nocode [240] #cybersecurity,#devops [132] #devops,#100daysofcode [122] #datascience,#ai [104] nitin_nitinsr,#hclswlobp Top Word Pairs in Tweet in G3:
[111] customer,experience [70] gt,gt [60] gt,#cx [50] #cx,#contactcenter [47] contact,center [43] customer,service [36] #customerexperience,#cx [35] #cx,#custserv [34] #cx,#customerexperience [33] #custexp,#cx Top Word Pairs in Tweet in G4:
[43] #javascript,#github [41] #github,#nodejs [37] #lowcode,#javascript [37] #nodejs,#cybersecurity [35] #nocode,#lowcode [30] #hclswlobp,#nocode [26] #cybersecurity,#devops [18] #cx,#data [18] mt,onalytica [18] onalytica,latest Top Word Pairs in Tweet in G5:
[65] #cx,#customerexperience [53] #cxnews,#cx [18] #five9partners,babble_cloud [16] customer,experience [16] improve,#cx [15] babble_cloud,experts [15] experts,using [15] using,#ai [15] #cx,using [15] using,five9 Top Word Pairs in Tweet in G6:
[1206] #github,#nodejs [1202] #javascript,#github [1139] #nodejs,#cybersecurity [1131] #lowcode,#javascript [1003] #nocode,#lowcode [931] #hclswlobp,#nocode [921] #cybersecurity,#devops [637] #devops,#100daysofcode [491] nitin_nitinsr,#hclswlobp [403] #datascience,#ai Top Word Pairs in Tweet in G7:
[15] enabling,data [15] data,driven [15] driven,insights [15] insights,#iot [15] #iot,positive [15] positive,impact [15] impact,#cx [15] #cx,many [15] many,ways [15] ways,see Top Word Pairs in Tweet in G8:
[18] customer,experience [12] #customerexperience,#cx [12] #cx,#technology [7] surprising,facts [7] facts,#customerexperience [7] #cx,#customerexperience [7] gt,gt [6] customers,looking [6] looking,best [6] best,#customerexperience Top Word Pairs in Tweet in G9:
[21] better,#cx [20] customer,journey [13] #cx,covid [13] shawn,petrou [12] chowardmerkle,digitalpijeff [12] digitalpijeff,adobemarketo's [12] adobemarketo's,adriennewhitten [12] merkle,shawn [11] deliver,better [11] #cx,transformation Top Word Pairs in Tweet in G10:
[14] congrats,top [14] top,50 [14] 50,global [14] global,thought [14] thought,leaders [14] leaders,influencers [14] influencers,customer [14] customer,loyalty [11] customer,experience [9] thinkers360,congrats Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: