The graph represents a network of 6,711 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 19:32 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 0-minute period from Wednesday, 08 January 2020 at 15:31 UTC to Thursday, 16 January 2020 at 18:32 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 : 6711
Unique Edges : 14531
Edges With Duplicates : 10800
Total Edges : 25331
Number of Edge Types : 5
Retweet : 4550
MentionsInRetweet : 9944
Replies to : 899
Mentions : 6915
Tweet : 3023
Self-Loops : 3063
Reciprocated Vertex Pair Ratio : 0.0322460622597048
Reciprocated Edge Ratio : 0.062477472065361
Connected Components : 412
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 6064
Maximum Edges in a Connected Component : 24559
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.147534
Graph Density : 0.000369658018587718
Modularity : 0.463568
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 6,711 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 19:32 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 0-minute period from Wednesday, 08 January 2020 at 15:31 UTC to Thursday, 16 January 2020 at 18:32 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:
[978] #jpm20,#jpm2020 [642] san,francisco [528] healthcare,conference [451] #jpm2020,#jpm20 [358] looking,forward [326] digital,health [323] #biotechshowcase,#jpm20 [292] #jpm20,#jpmhc20 [268] health,care [265] #jpm20,#startuphealth Top Word Pairs in Tweet in G1:
[216] #jpm20,#jpm2020 [150] #biotechshowcase,#jpm20 [145] san,francisco [139] #jpm2020,#jpm20 [137] gene,therapy [100] drug,pricing [90] #jpm20,#biotechshowcase [88] health,care [82] alexis,borisy [78] healthcare,conference Top Word Pairs in Tweet in G2:
[274] #jpm20,#jpm2020 [230] #jpm20,#startuphealth [191] hospital,gown [188] #docsf20,#jpm20 [182] wear,hospital [175] stage,#jpm20 [171] gown,stage [169] decision,makers [167] end,users [166] #jpm20,99 Top Word Pairs in Tweet in G3:
[208] #jpm20,#jpm2020 [184] healthcare,conference [145] digital,health [130] jpmorgan,healthcare [119] #jpmhc20,#jpm20 [98] san,francisco [79] health,care [67] #jpm2020,#jpm20 [53] looking,forward [52] day,#jpm20 Top Word Pairs in Tweet in G4:
[161] #jpm20,#jpmhc20 [111] nextseq,2000 [72] introducing,nextseq [64] private,co's [64] learn,more [57] 2000,advanced [57] advanced,benchtop [57] benchtop,sequencer [56] trade,ipo [55] list,interesting Top Word Pairs in Tweet in G5:
[31] san,francisco [27] #jpm20,#jpm2020 [24] healthcare,conference [17] #jpm2020,#jpm20 [14] morgan,healthcare [14] #biotechshowcase,#jpm20 [13] looking,forward [12] #jpm20,lower [11] jp,morgan [11] day,#jpm20 Top Word Pairs in Tweet in G6:
[65] imagine,moment [65] moment,time [65] time,drug [65] drug,failed [65] failed,patient [65] patient,filed [65] filed,bug [65] bug,report [65] report,explored [65] explored,treatment Top Word Pairs in Tweet in G7:
[119] number,one [119] one,cause [119] cause,personal [119] personal,bankruptcy [119] bankruptcy,industry [116] hospital,ceo [116] ceo,kicked [116] kicked,#jpm20 [116] #jpm20,saying [116] saying,number Top Word Pairs in Tweet in G8:
[128] last,year [127] year,remarkable [127] remarkable,year [127] year,science [127] science,see [127] see,re [127] re,excited [127] excited,2020 [127] 2020,#jpm20 [64] bring,medicines Top Word Pairs in Tweet in G9:
[50] #jpm2020,#jpm20 [48] #jpm20,#jpm2020 [36] heading,#jpm20 [36] #jpm20,download [36] download,s3e05 [36] s3e05,#podcast [36] #podcast,find [36] find,more [36] more,role [36] role,big Top Word Pairs in Tweet in G10:
[39] #w2odh20,#jpm20 [37] san,francisco [35] aaronstrout,mikefeibus [35] intelhealth,stacyamityfeld [34] mikefeibus,magillonhealth [34] magillonhealth,jessdamassa [34] jessdamassa,intelhealth [34] stacyamityfeld,cityofhope [34] cityofhope,sethlduncan [33] sethlduncan,jnjnews Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: