The graph represents a network of 851 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 July 2020 at 03:29 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 92-day, 22-hour, 11-minute period from Wednesday, 01 April 2020 at 00:03 UTC to Thursday, 02 July 2020 at 22:14 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 : 851
Unique Edges : 978
Edges With Duplicates : 3512
Total Edges : 4490
Number of Edge Types : 5
Retweet : 835
MentionsInRetweet : 1393
Mentions : 968
Replies to : 25
Tweet : 1269
Self-Loops : 1277
Reciprocated Vertex Pair Ratio : 0.087465564738292
Reciprocated Edge Ratio : 0.160861304623179
Connected Components : 41
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 782
Maximum Edges in a Connected Component : 4389
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.142768
Graph Density : 0.00218289901154351
Modularity : 0.282592
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 851 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 July 2020 at 03:29 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 92-day, 22-hour, 11-minute period from Wednesday, 01 April 2020 at 00:03 UTC to Thursday, 02 July 2020 at 22:14 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:
[356] #hcmktg,#quantihealth [355] #quantihealth,top [355] top,story [191] #hcmktg,#hcsm [187] see,more [177] covid,19 [125] healthcare,marketing [79] healthcare,marketers [73] #hcmktg,#healthcaremarketing [64] marketing,matters Top Word Pairs in Tweet in G1:
[60] #hcmktg,#healthcaremarketing [58] covid,19 [40] healthcare,marketers [36] learn,more [28] #hcmktg,#hcldr [24] medical,facilities [23] healthcare,marketing [21] 2020,#ehealthcareawards [21] returning,medical [19] social,media Top Word Pairs in Tweet in G2:
[56] daily,news [44] #hcmktg,#hcsm [39] covid,19 [36] #hcsm,#healthit [35] #healthit,#meded [35] #meded,#patient [34] #patient,#physicians [33] news,find [32] #physicians,#telemedicine [31] #bcsm,#hcmktg Top Word Pairs in Tweet in G3:
[67] healthcare,marketing [64] marketing,matters [44] #hcmktg,#hcsm [39] matters,daily [39] daily,#hcmktg [39] #hcsm,stories [9] #hcmktg,#hospitals [8] health,system [7] matters,coronavirus [7] coronavirus,covid Top Word Pairs in Tweet in G4:
[355] #hcmktg,#quantihealth [354] #quantihealth,top [354] top,story [187] see,more [37] covid,19 [31] quantihealth_,#hcmktg [25] ',see [17] bdm,see [15] story,coronavirus [12] story,covid Top Word Pairs in Tweet in G5:
[46] #touchpoint,podcast [37] tpmnetwork,#touchpoint [30] chrisboyer,reedsmith [26] podcast,chrisboyer [23] #hcldr,#hcmktg [22] reedsmith,chrisboyer [22] reedsmith,discuss [20] #hcmktg,#mcsmn [20] #hcmktg,#hcsm [17] future,healthcare Top Word Pairs in Tweet in G6:
[57] #hcmktg,#hcsm [52] nine,strategies [52] strategies,changing [52] changing,provider [52] provider,marketing [52] marketing,courage [52] courage,#hcmktg [52] #hcsm,#strategy [37] super,bloggers [37] bloggers,blog Top Word Pairs in Tweet in G7:
[7] insight,cco [7] cco,humana [7] humana,hcmktg [7] hcmktg,kern_health [4] changes,healthcare [4] healthcare,mktg [4] mktg,insight [4] kern_health,healthcaregov [4] cmo_india,johnlenzen [4] cmo,study Top Word Pairs in Tweet in G8:
[8] covid,19 [5] #hcmktg,peeps [5] elective,procedures [5] #patientexperience,#hcmktg [4] mass,general [4] general,brigham [4] restart,elective [4] gt,hospitals [3] mayo,clinic [3] pent,demand Top Word Pairs in Tweet in G9:
[20] healthcare,marketers [15] help,healthcare [15] covid,19 [14] patients,back [13] health,systems [13] klein,partners [12] telehealth,services [12] services,becoming [12] becoming,essential [12] essential,care Top Word Pairs in Tweet in G10:
[6] healthcare,marketing [5] learn,more [3] covid,19 [3] meet,greet [3] greet,cirque [3] cirque,soleil [2] marketing,learn [2] during,covid [2] during,pandemic [2] #hcsm,#hcmktg Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: