The graph represents a network of 449 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, 03 December 2021 at 04:25 UTC.
The requested start date was Friday, 03 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 92-day, 15-hour, 46-minute period from Wednesday, 01 September 2021 at 02:13 UTC to Thursday, 02 December 2021 at 18:00 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 : 449
Unique Edges : 288
Edges With Duplicates : 2789
Total Edges : 3077
Number of Edge Types : 5
Mentions : 553
Retweet : 418
MentionsInRetweet : 514
Tweet : 1576
Replies to : 16
Self-Loops : 1579
Reciprocated Vertex Pair Ratio : 0.11873840445269
Reciprocated Edge Ratio : 0.212271973466003
Connected Components : 41
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 377
Maximum Edges in a Connected Component : 2913
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.558194
Graph Density : 0.00299773305758829
Modularity : 0.163109
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 449 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, 03 December 2021 at 04:25 UTC.
The requested start date was Friday, 03 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 92-day, 15-hour, 46-minute period from Wednesday, 01 September 2021 at 02:13 UTC to Thursday, 02 December 2021 at 18:00 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 : 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:
[540] lessons,field [452] #hcmktg,#hcsm [446] #hcsm,#hcmktg [223] #hcsm,#blog [218] #blog,#blogger [215] midsized,healthcare [215] #business,#growth [210] healthcare,vendor [191] artificial,intelligence [190] field,five Top Word Pairs in Tweet in G1:
[50] #hcic21,#hcmktg [28] #hcic21,virtual [16] virtual,#hcmktg [14] greymatters,#hcmktg [12] learn,more [11] industry,news [10] read,industry [10] news,greymatters [9] join,veteran [9] veteran,leaders Top Word Pairs in Tweet in G2:
[26] virtual,#hitmc [26] virtual,event [23] #hitmc,event [21] next,virtual [20] #hitmc,#hcmktg [20] marketing,mistakes [19] #hitmc,virtual [17] costly,marketing [16] colin,hung [16] join,next Top Word Pairs in Tweet in G3:
[540] lessons,field [447] #hcmktg,#hcsm [444] #hcsm,#hcmktg [222] #hcsm,#blog [218] #blog,#blogger [215] midsized,healthcare [215] #business,#growth [210] healthcare,vendor [190] field,five [190] five,ways Top Word Pairs in Tweet in G4:
[15] health,care [10] learn,more [10] #hcmktg,#hospitalmarketing [7] #healthcaremarketing,#medicalmarketing [7] #medicalmarketing,#hcmktg [7] #hcmktg,#graphicdesign [7] mcmahon,custom [7] custom,healthcare [7] healthcare,communications [6] #hcmktg,#hcldr Top Word Pairs in Tweet in G5:
[24] reedsmith,chrisboyer [23] #touchpoint,reedsmith [19] chrisboyer,discuss [17] tpmnetwork,#touchpoint [5] healthcare,marketing [5] discuss,customer [5] customer,journey [5] journey,selecting [5] selecting,doctor [5] doctor,online Top Word Pairs in Tweet in G6:
[8] provocative,thinking [8] #contentmarketing,changed [8] changed,social [8] social,media [8] media,marketing [8] marketing,changed [8] changed,#seo [8] #seo,changed [8] changed,ve [8] ve,changed Top Word Pairs in Tweet in G7:
[4] help,client [4] case,study [3] #hcmktg,#hcsm [3] study,find [3] ready,pharma [3] pharma,brand [3] brand,planning [3] agency,pitch [3] pitch,kit [3] kit,provides Top Word Pairs in Tweet in G8:
[25] #hcmktg,#healthcaremarketing [4] congratulations,winners [4] winners,2021 [4] 2021,ehealthcare [4] ehealthcare,leadership [4] leadership,awards [4] awards,#ehealthcareawards [4] #ehealthcareawards,#hcic21 [4] #hcic21,#hcmktg [4] webinar,tomorrow Top Word Pairs in Tweet in G9:
[5] gt,gt [4] gt,#hcmktg [4] make,sure [4] healthcare,website [3] #hcmktg,#hmps21 [3] #hmps21,kristinbaird [3] learn,use [2] angikrueger,healthcare [2] healthcare,consumer [2] consumer,expects Top Word Pairs in Tweet in G10:
[2] awesome,sharing [2] sharing,#hmps21 [2] #hmps21,acquire [2] acquire,patient [2] patient,way [2] way,start [2] start,paying [2] paying,services [2] services,predictive Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: