The graph represents a network of 440 Twitter users whose tweets in the requested range contained "hcmktg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 24 September 2021 at 03:25 UTC.
The requested start date was Friday, 24 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 84-day, 18-hour, 0-minute period from Thursday, 01 July 2021 at 00:13 UTC to Thursday, 23 September 2021 at 18:13 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 : 440
Unique Edges : 376
Edges With Duplicates : 2633
Total Edges : 3009
Number of Edge Types : 5
Mentions : 451
MentionsInRetweet : 591
Retweet : 453
Replies to : 16
Tweet : 1498
Self-Loops : 1508
Reciprocated Vertex Pair Ratio : 0.105448154657293
Reciprocated Edge Ratio : 0.190779014308426
Connected Components : 32
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 344
Maximum Edges in a Connected Component : 2721
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.818033
Graph Density : 0.00325636777800787
Modularity : 0.175163
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 440 Twitter users whose tweets in the requested range contained "hcmktg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 24 September 2021 at 03:25 UTC.
The requested start date was Friday, 24 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 84-day, 18-hour, 0-minute period from Thursday, 01 July 2021 at 00:13 UTC to Thursday, 23 September 2021 at 18:13 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 : hcmktg
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:
[527] lessons,field [424] #hcmktg,#hcsm [372] #hcsm,#hcmktg [213] artificial,intelligence [212] field,five [212] five,ways [212] ways,artificial [212] intelligence,change [212] change,provider [212] provider,vendor Top Word Pairs in Tweet in G1:
[18] #hcic21,#hcmktg [17] learn,more [12] greymatters,#hcmktg [12] digital,marketing [11] more,annual [11] annual,state [11] state,digital [10] healthcare,marketers [10] marketing,healthcare [10] healthcare,report Top Word Pairs in Tweet in G2:
[24] #hcmktg,#hcldr [13] #hitmc,#hcmktg [12] marketing,mistakes [10] costly,marketing [10] colin,hung [9] virtual,#hitmc [9] #hitmc,event [8] vaccine,hesitancy [8] next,virtual [8] free,webinar Top Word Pairs in Tweet in G3:
[504] lessons,field [383] #hcmktg,#hcsm [363] #hcsm,#hcmktg [193] midsized,healthcare [193] #business,#growth [190] healthcare,vendor [189] field,five [189] five,ways [189] ways,artificial [189] artificial,intelligence Top Word Pairs in Tweet in G4:
[9] social,media [8] #hcmktg,#hitsm [8] #contentmarketing,changed [8] changed,social [8] media,marketing [8] marketing,changed [8] changed,#seo [8] #seo,changed [8] changed,ve [8] ve,changed Top Word Pairs in Tweet in G5:
[92] #hcmktg,#quantihealth [92] #quantihealth,top [92] top,story [78] see,more [12] festival,communication [10] covid,19 [8] santé,see [7] communication,santé [7] ',see [6] buzz,esanté Top Word Pairs in Tweet in G6:
[12] #hcmktg,#healthcaremarketing [10] #healthcaremarketing,#medicalmarketing [7] #hcmktg,#graphicdesign [7] mcmahon,custom [7] custom,healthcare [7] healthcare,communications [7] #medicalmarketing,#hcmktg [5] #hospital,publish [5] publish,#outcomes [5] #outcomes,reports Top Word Pairs in Tweet in G7:
[11] #hcmktg,#healthcaremarketing [8] covid,19 [5] healthcare,marketing [5] health,care [5] free,webinar [5] 21,sponsored [4] lessons,retail [4] retail,health [4] care,win [4] win,adapting Top Word Pairs in Tweet in G8:
[4] learn,more [3] help,client [3] case,study [2] #unvhealthcare,#hcmktg [2] best,practices [2] seo2sales,process [2] #digitalmarketing,#hcmktg [2] process,designed [2] heart,disease [2] #hcmktg,#pharma Top Word Pairs in Tweet in G9:
[11] virtual,hitmc [11] hitmc,event [8] marketing,mistakes [7] costly,marketing [6] hung,lightning [5] next,virtual [5] lightning,talks [5] talks,studio [4] colin,hung [4] register,#hcmktg Top Word Pairs in Tweet in G10:
[8] 75,médicos [8] médicos,entrevistados [8] entrevistados,sermo [8] sermo,cambiaron [8] cambiaron,opinión [8] opinión,determinados [8] determinados,fármacos [8] fármacos,tras [8] tras,leer [7] angel189,75 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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 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:
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Top Tweeters in G9:
Top Tweeters in G10: