The graph represents a network of 6,372 Twitter users whose recent tweets contained "#JPM20", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 16 January 2020 at 00:58 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 0-minute period from Tuesday, 07 January 2020 at 20:12 UTC to Wednesday, 15 January 2020 at 23:13 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 : 6372
Unique Edges : 14022
Edges With Duplicates : 10576
Total Edges : 24598
Number of Edge Types : 5
Retweet : 4141
Tweet : 2852
MentionsInRetweet : 9708
Replies to : 850
Mentions : 7047
Self-Loops : 2891
Reciprocated Vertex Pair Ratio : 0.0311835577604536
Reciprocated Edge Ratio : 0.0604810996563574
Connected Components : 398
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 5746
Maximum Edges in a Connected Component : 23858
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.143543
Graph Density : 0.000394250548551419
Modularity : 0.46747
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 6,372 Twitter users whose recent tweets contained "#JPM20", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 16 January 2020 at 00:58 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 0-minute period from Tuesday, 07 January 2020 at 20:12 UTC to Wednesday, 15 January 2020 at 23:13 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 : TwitterSearch
Graph Term : #JPM20
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:
[929] #jpm20,#jpm2020 [632] san,francisco [527] healthcare,conference [425] #jpm2020,#jpm20 [344] looking,forward [315] digital,health [286] #jpm20,#jpmhc20 [281] #biotechshowcase,#jpm20 [264] #jpm20,#startuphealth [263] next,week Top Word Pairs in Tweet in G1:
[205] #jpm20,#jpm2020 [157] #jpm2020,#jpm20 [138] san,francisco [120] gene,therapy [110] #biotechshowcase,#jpm20 [97] drug,pricing [87] alexis,borisy [85] healthcare,conference [84] health,care [64] #jpm20,day Top Word Pairs in Tweet in G2:
[290] #jpm20,#jpm2020 [231] #jpm20,#startuphealth [188] #docsf20,#jpm20 [177] hospital,gown [168] wear,hospital [168] stage,#jpm20 [165] decision,makers [164] gown,stage [163] end,users [162] #jpm20,99 Top Word Pairs in Tweet in G3:
[164] #jpm20,#jpmhc20 [108] nextseq,2000 [69] introducing,nextseq [64] private,co's [63] learn,more [62] san,francisco [57] trade,ipo [56] insight,gleaned [54] 2000,advanced [54] advanced,benchtop Top Word Pairs in Tweet in G4:
[167] healthcare,conference [129] #jpm20,#jpm2020 [128] jpmorgan,healthcare [106] san,francisco [85] #jpmhc20,#jpm20 [60] digital,health [51] #jpm2020,#jpm20 [50] looking,forward [42] life,sciences [41] annual,jpmorgan Top Word Pairs in Tweet in G5:
[113] digital,health [68] imagine,moment [68] moment,time [68] time,drug [68] drug,failed [68] failed,patient [68] patient,filed [68] filed,bug [68] bug,report [68] report,explored Top Word Pairs in Tweet in G6:
[111] hospital,ceo [111] ceo,kicked [111] kicked,#jpm20 [111] #jpm20,saying [111] saying,number [111] number,one [111] one,cause [111] cause,personal [111] personal,bankruptcy [111] bankruptcy,industry Top Word Pairs in Tweet in G7:
[35] san,francisco [28] #jpm20,#jpm2020 [24] healthcare,conference [16] looking,forward [14] morgan,healthcare [13] #jpm2020,#jpm20 [12] #biotechshowcase,#jpm20 [10] jp,morgan [10] day,#jpm20 [7] next,week Top Word Pairs in Tweet in G8:
[119] 2020,#jpm20 [118] last,year [117] year,remarkable [117] remarkable,year [117] year,science [117] science,see [117] see,re [117] re,excited [117] excited,2020 [63] help,bring Top Word Pairs in Tweet in G9:
[42] updated,#jpm20 [42] #jpm20,schedule [42] schedule,09 [42] 09,20 [42] 20,good [42] good,luck [42] luck,everyone [42] everyone,attending [42] attending,safe [42] safe,travels Top Word Pairs in Tweet in G10:
[42] #jpm20,#jpm2020 [39] heading,#jpm20 [39] #jpm20,download [39] download,s3e05 [39] s3e05,#podcast [39] #podcast,find [39] find,more [39] more,role [39] role,big [39] big,data Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: