The graph represents a network of 448 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, 25 June 2021 at 03:25 UTC.
The requested start date was Friday, 25 June 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, 17-hour, 2-minute period from Thursday, 01 April 2021 at 02:13 UTC to Thursday, 24 June 2021 at 19:15 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 : 448
Unique Edges : 398
Edges With Duplicates : 2528
Total Edges : 2926
Number of Edge Types : 5
Mentions : 468
Retweet : 429
MentionsInRetweet : 605
Tweet : 1416
Replies to : 8
Self-Loops : 1421
Reciprocated Vertex Pair Ratio : 0.0879478827361563
Reciprocated Edge Ratio : 0.161676646706587
Connected Components : 41
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 2285
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.080394
Graph Density : 0.00333573026526047
Modularity : 0.191097
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 448 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, 25 June 2021 at 03:25 UTC.
The requested start date was Friday, 25 June 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, 17-hour, 2-minute period from Thursday, 01 April 2021 at 02:13 UTC to Thursday, 24 June 2021 at 19:15 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:
[437] #hcmktg,#hcsm [392] lessons,field [219] #hcsm,#hcmktg [190] #hcsm,#blog [179] field,five [179] five,ways [179] ways,artificial [179] artificial,intelligence [179] intelligence,change [179] change,provider Top Word Pairs in Tweet in G1:
[15] health,care [11] virtual,conference [10] before,pandemic [10] pandemic,physician [10] physician,burnout [10] burnout,cost [10] cost,industry [10] industry,whopping [10] whopping,billion [10] billion,greater Top Word Pairs in Tweet in G2:
[15] healthcare,tomorrow [15] provocative,thinking [8] reimagine,healthcare [8] #hcmktg,#hcldr [7] congrats,healthcarerap [7] healthcarerap,#healthcare360 [7] #healthcare360,being [7] being,named [7] named,magazinewelp's [7] magazinewelp's,list Top Word Pairs in Tweet in G3:
[97] #hcmktg,#quantihealth [97] #quantihealth,top [97] top,story [84] see,more [7] santé,see [7] ',see [6] quantihealth_,#hcmktg [5] l'université,santé [4] buzz,esanté [4] esanté,see Top Word Pairs in Tweet in G4:
[383] #hcmktg,#hcsm [381] lessons,field [191] #hcsm,#hcmktg [190] #hcsm,#blog [178] midsized,healthcare [178] #business,#growth [178] healthcare,vendor [176] #blog,#blogging [170] #blog,#blogger [168] field,five Top Word Pairs in Tweet in G5:
[9] #hcmktg,#graphicdesign [7] mcmahon,custom [7] custom,healthcare [7] healthcare,communications [7] communications,provide [7] provide,key [7] key,peer [7] peer,peer [7] peer,clinical [7] clinical,editorial Top Word Pairs in Tweet in G6:
[32] #hcmktg,#healthcaremarketing [11] enter,#ehealthcareawards [11] learn,more [8] healthcare,digital [8] digital,marketing [8] more,#hcmktg [7] marketing,trends [7] trends,survey [6] #marketingtwitter,#hcmktg [6] covid,19 Top Word Pairs in Tweet in G7:
[18] #hcsm,#hcmktg [13] #hcmktg,#hcsm [5] digital,marketing [5] content,marketing [4] #seo,#hcsm [4] co,4kubo3o1lq [4] co,tysq0o0gfi [4] tysq0o0gfi,co [4] co,ftbg4uha8e [3] industry,funded Top Word Pairs in Tweet in G8:
[31] #touchpoint,podcast [23] tpmnetwork,#touchpoint [22] reedsmith,chrisboyer [20] podcast,chrisboyer [18] podcast,reedsmith [13] #hcmktg,#hcldr [13] chrisboyer,reedsmith [13] reedsmith,discuss [12] chrisboyer,shares [10] chrisboyer,share Top Word Pairs in Tweet in G9:
[12] clearer,picture [7] help,build [7] build,clearer [7] picture,2021 [7] 2021,planning [7] planning,attending [7] attending,exhibiting [7] exhibiting,person [7] person,conference [7] conference,later Top Word Pairs in Tweet in G10:
[17] greymatters,#hcmktg [16] industry,news [15] news,greymatters [14] read,industry [10] covid,19 [10] digital,marketing [9] healthcare,vendors [9] vendors,promote [9] promote,internet [9] internet,products Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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 G8:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: