The graph represents a network of 1,571 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 August 2020 at 21:01 UTC.
The requested start date was Monday, 10 August 2020 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 13-day, 23-hour, 53-minute period from Monday, 27 July 2020 at 00:01 UTC to Sunday, 09 August 2020 at 23:55 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 : 1571
Unique Edges : 1453
Edges With Duplicates : 2673
Total Edges : 4126
Number of Edge Types : 5
Mentions : 1260
MentionsInRetweet : 874
Retweet : 640
Tweet : 1313
Replies to : 39
Self-Loops : 1364
Reciprocated Vertex Pair Ratio : 0.0546482412060302
Reciprocated Edge Ratio : 0.103633114949375
Connected Components : 506
Single-Vertex Connected Components : 445
Maximum Vertices in a Connected Component : 990
Maximum Edges in a Connected Component : 3179
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.381184
Graph Density : 0.000680729950090615
Modularity : 0.362833
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,571 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 August 2020 at 21:01 UTC.
The requested start date was Monday, 10 August 2020 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 13-day, 23-hour, 53-minute period from Monday, 27 July 2020 at 00:01 UTC to Sunday, 09 August 2020 at 23:55 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 : cmswire
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:
[202] customer,experience [128] social,media [99] digital,workplace [73] employee,experience [59] best,practices [55] machine,learning [50] cmswire,#marketing [46] privacy,shield [45] siloed,thinking [44] means,saying Top Word Pairs in Tweet in G1:
[80] social,media [54] customer,experience [35] digital,workplace [34] measure,social [34] media,success [34] success,#socialmediasuccess [34] #socialmediasuccess,#socialmedia [34] #socialmedia,#socialmarketing [22] employee,experience [20] things,look Top Word Pairs in Tweet in G2:
[46] cmswire,#marketing [38] customer,experience [22] digital,workplace [21] employee,experience [17] data,management [16] augmented,data [15] best,practices [15] augmented,#datamanagement [14] privacy,shield [13] workplace,strategy Top Word Pairs in Tweet in G3:
[16] social,media [12] realistic,way [12] way,forward [10] best,practices [9] things,look [9] kayaismail,cmswire [8] look,social [8] media,manager [8] media,best [8] practices,brands Top Word Pairs in Tweet in G4:
[31] customer,experience [14] customers,expect [14] expect,convenience [14] convenience,safety [14] safety,brands [14] brands,deliver [12] domnicastro,cmswire [10] initiatives,fail [10] fail,executive [10] executive,level Top Word Pairs in Tweet in G5:
[35] #analytics,#googleads [35] #googleads,#facebookads [28] #cx,#analytics [26] machine,learning [24] customer,experience [24] bringing,machine [24] learning,marketing [24] marketing,improve [24] improve,business [24] business,results Top Word Pairs in Tweet in G6:
[11] #cios,need [9] need,change [7] mindsets,#cios [7] improve,digital [7] digital,#employeeexperience [6] now's,time [6] time,#hr [6] #hr,improve [6] mylessuer,#cios [5] need,#data Top Word Pairs in Tweet in G7:
[19] customer,experience [14] august,25 [13] free,virtual [12] re,constructing [11] constructing,customer [11] virtual,event [8] experience,free [8] event,august [7] employee,experience [7] more,news Top Word Pairs in Tweet in G8:
[21] time,incorporate [21] incorporate,machine [21] machine,learning [21] learning,business [21] business,today [21] today,#tech [21] #tech,#startups [20] thenathanone,time [20] #startups,#io [8] digital,workplace Top Word Pairs in Tweet in G9:
[5] pain,points [4] separates,#intentdata [4] #intentdata,success [4] success,underwhelming [4] underwhelming,results [4] results,actionability [4] actionability,davidfcrane [4] rightrelevance,thanks [4] thanks,cmswire [3] operational,efficiency Top Word Pairs in Tweet in G10:
[6] cmswire,druadh20 [5] cmswire,thought [5] thought,#siri [5] #siri,#alexa [5] #alexa,great [5] great,wait [5] wait,until [5] until,see [5] see,next [5] next,evolution Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: