The graph represents a network of 1,586 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, 25 May 2020 at 19:20 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 38-minute period from Monday, 11 May 2020 at 00:10 UTC to Sunday, 24 May 2020 at 23:48 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 : 1586
Unique Edges : 1532
Edges With Duplicates : 2848
Total Edges : 4380
Number of Edge Types : 5
Mentions : 1099
MentionsInRetweet : 1082
Retweet : 736
Replies to : 61
Tweet : 1402
Self-Loops : 1430
Reciprocated Vertex Pair Ratio : 0.0659211300765156
Reciprocated Edge Ratio : 0.123688569850911
Connected Components : 489
Single-Vertex Connected Components : 409
Maximum Vertices in a Connected Component : 963
Maximum Edges in a Connected Component : 3335
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.257493
Graph Density : 0.000720420397722978
Modularity : 0.366905
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,586 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, 25 May 2020 at 19:20 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 38-minute period from Monday, 11 May 2020 at 00:10 UTC to Sunday, 24 May 2020 at 23:48 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 G2:
[40] covid,19 [35] customer,experience [18] digital,transformation [17] time,line [17] line,sped [15] cmswire,#marketing [15] many,organizations [15] open,rates [15] working,home [15] work,home Top Word Pairs in Tweet in G3:
[44] email,marketing [30] jondick,kippbodnar [27] kippbodnar,hubspot [23] hubspot,cbeasleyb [23] cbeasleyb,walkersands [22] walkersands,discuss [18] discuss,email [17] marketing,during [15] during,#covid19 [15] #covid19,surprising Top Word Pairs in Tweet in G4:
[7] insights,#futurist [6] #futurist,amywebb [6] amywebb,road [6] road,forward [6] #cios,need [6] need,#data [6] #data,champions [6] mylessuer,#cios [6] more,resilient [6] #employeeexperience,efforts Top Word Pairs in Tweet in G5:
[8] customer,experience [8] ways,use [8] #customerexperience,#cx [8] knowledge,management [8] use,#chatbots [8] #chatbots,effectively [8] effectively,#customerexperience [8] management,remains [7] remains,great [6] great,challenge Top Word Pairs in Tweet in G6:
[34] customer,experience [26] companies,investing [18] investing,sales [17] shifting,virtual [17] virtual,events [17] sales,customer [17] experience,jakkigeiger [16] enterprise,saas [16] saas,companies [16] cabinetm,ceo Top Word Pairs in Tweet in G7:
[14] working,home [9] different,cultures [8] cultures,adapting [8] adapting,working [8] sidestep,common [7] common,cdp [7] cdp,traps [7] traps,right [7] right,focus [7] focus,priorities Top Word Pairs in Tweet in G8:
[20] customer,experience [18] digital,workplace [18] employee,data [16] core,successful [15] covid,19 [15] going,digital [15] successful,#dataprivacy [15] #dataprivacy,programs [15] programs,gt [15] gt,gt Top Word Pairs in Tweet in G9:
[5] #digital,#marketing [5] #digitalmarketing,#digital [4] digital,transformation [4] time,line [4] line,sped [4] reduce,marketing [4] marketing,expenses [4] expenses,improving [4] improving,business [4] business,performance Top Word Pairs in Tweet in G10:
[17] machine,learning [10] #cx,#analytics [10] bringing,machine [6] learning,marketing [6] marketing,improve [6] improve,business [6] business,results [6] results,here's [6] here's,#marketing [6] areas,#iot Top Replied-To in Entire Graph:
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