The graph represents a network of 4,129 Twitter users whose recent tweets contained "#JPM2020", 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 Wednesday, 15 January 2020 at 23:52 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 53-minute period from Tuesday, 07 January 2020 at 19:23 UTC to Wednesday, 15 January 2020 at 23:16 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 : 4129
Unique Edges : 7168
Edges With Duplicates : 2887
Total Edges : 10055
Number of Edge Types : 5
Retweet : 1335
Tweet : 1355
MentionsInRetweet : 4308
Mentions : 2738
Replies to : 319
Self-Loops : 1373
Reciprocated Vertex Pair Ratio : 0.0282258064516129
Reciprocated Edge Ratio : 0.0549019607843137
Connected Components : 505
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 3158
Maximum Edges in a Connected Component : 8925
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.889255
Graph Density : 0.000433863990943243
Modularity : 0.606664
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,129 Twitter users whose recent tweets contained "#JPM2020", 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 Wednesday, 15 January 2020 at 23:52 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 53-minute period from Tuesday, 07 January 2020 at 19:23 UTC to Wednesday, 15 January 2020 at 23:16 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 : #JPM2020
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:
[937] #jpm20,#jpm2020 [429] #jpm2020,#jpm20 [428] san,francisco [352] healthcare,conference [256] looking,forward [244] #jpm2020,#jpmhc20 [217] next,week [184] learn,more [160] morgan,healthcare [134] jpmorgan,healthcare Top Word Pairs in Tweet in G1:
[237] #jpm20,#jpm2020 [50] #jpm2020,#jpm20 [44] #startuphealth,#jpm2020 [43] #startuphealth,festival [38] #jpm2020,healthpodnet [35] startuphealth,festival [33] #digitalhealth,#hcldr [33] looking,forward [33] based,care [32] icymi,gt Top Word Pairs in Tweet in G2:
[137] #jpm20,#jpm2020 [93] #jpm2020,#jpm20 [86] guide,understand [86] understand,massive [86] massive,trend [86] foundations,frameworks [86] frameworks,tools [86] tools,systems [73] science,becoming [73] becoming,engineering Top Word Pairs in Tweet in G3:
[138] healthcare,conference [102] jpmorgan,healthcare [73] san,francisco [66] #jpm20,#jpm2020 [66] annual,jpmorgan [61] 38th,annual [47] #healthcare,conference [43] jpmorgan,#healthcare [41] conference,san [32] looking,forward Top Word Pairs in Tweet in G4:
[47] #jpm20,#jpm2020 [45] san,francisco [25] next,week [24] healthcare,conference [20] looking,forward [16] #jpm2020,#jpm20 [16] morgan,healthcare [15] jp,morgan [15] #jpm,#jpm2020 [12] during,#jpm2020 Top Word Pairs in Tweet in G5:
[105] #jpm20,#jpm2020 [41] #jpm2020,#bioweeksf [34] #jpmweek,#jpm20 [30] #bioweeksf,#genetherapy [29] #jpm2020,#jpm20 [29] #startuphealth,#jpm2020 [28] #jpm2020,adap [27] seen,partial [27] partial,responses [27] responses,additional Top Word Pairs in Tweet in G6:
[85] #collaboratetocure,#jpm2020 [76] #jpm2020,#jpm20 [56] #jpm20,#jpm2020 [42] life,sciences [27] #news,bayer [27] san,francisco [25] firepower,report [23] #treatment,options [19] looking,forward [18] #jpm2020,#jpmhc20 Top Word Pairs in Tweet in G7:
[57] #jpm20,#jpm2020 [33] san,francisco [25] #jpm2020,#biotechshowcase [23] #jpm2020,#jpm20 [19] learn,more [17] mark,guide [17] rare,square [14] connect,collaborate [13] mde_silva,notablelabs [11] #jpm2020,#jpmhc20 Top Word Pairs in Tweet in G8:
[19] 300,vial [19] vial,insulin [15] glad,phrma [15] phrma,execs [15] execs,living [15] living,#jpm2020 [15] #jpm2020,american [15] american,diabetic [15] diabetic,patients [15] patients,wonder Top Word Pairs in Tweet in G9:
[22] looking,forward [21] #jpm20,#jpm2020 [16] #jpm2020,#jpm20 [10] #wuxiglobalforum,#jpm2020 [9] next,week [8] healthcare,conference [8] team,ready [8] co,hosts [8] undercurrent,#jpm20 [8] san,francisco Top Word Pairs in Tweet in G10:
[38] single,cells [20] ceo,fdesouza [19] #jpm2020,#partnering [19] 10xgenomics,presenting [19] presenting,update [19] update,2020 [19] 2020,chromatin [19] chromatin,state [19] state,rna [19] rna,same Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: