The graph represents a network of 2,624 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 Monday, 13 January 2020 at 19:31 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 33-minute period from Sunday, 05 January 2020 at 16:52 UTC to Monday, 13 January 2020 at 19:25 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 : 2624
Unique Edges : 4020
Edges With Duplicates : 1346
Total Edges : 5366
Number of Edge Types : 5
Retweet : 677
Mentions : 1502
MentionsInRetweet : 2187
Tweet : 847
Replies to : 153
Self-Loops : 859
Reciprocated Vertex Pair Ratio : 0.0275110303659486
Reciprocated Edge Ratio : 0.0535488759787825
Connected Components : 453
Single-Vertex Connected Components : 261
Maximum Vertices in a Connected Component : 1720
Maximum Edges in a Connected Component : 4320
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.567207
Graph Density : 0.000575205964125977
Modularity : 0.675941
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,624 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 Monday, 13 January 2020 at 19:31 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 33-minute period from Sunday, 05 January 2020 at 16:52 UTC to Monday, 13 January 2020 at 19:25 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:
[485] #jpm20,#jpm2020 [341] san,francisco [276] #jpm2020,#jpm20 [255] healthcare,conference [244] next,week [230] looking,forward [128] learn,more [115] morgan,healthcare [97] jpmorgan,healthcare [91] #jpm2020,next Top Word Pairs in Tweet in G1:
[46] san,francisco [35] next,week [35] #jpm20,#jpm2020 [26] looking,forward [21] jp,morgan [20] healthcare,conference [15] morgan,healthcare [13] #jpm2020,#jpm20 [13] during,#jpm2020 [12] #jpm2020,next Top Word Pairs in Tweet in G2:
[84] #jpm20,#jpm2020 [37] startuphealth,festival [34] looking,forward [33] before,#jpm2020 [31] icymi,gt [31] #digitalhealth,#hcldr [31] #hcldr,#hitsm [31] #hitsm,#jpm20 [29] thedocsf,gearing [29] gearing,once Top Word Pairs in Tweet in G3:
[107] healthcare,conference [86] san,francisco [76] jpmorgan,healthcare [54] #jpm20,#jpm2020 [46] 38th,annual [45] conference,san [45] annual,jpmorgan [34] looking,forward [34] #healthcare,conference [30] next,week Top Word Pairs in Tweet in G4:
[85] guide,understand [85] understand,massive [85] massive,trend [85] foundations,frameworks [85] frameworks,tools [85] tools,systems [70] science,becoming [70] becoming,engineering [70] engineering,full [70] full,stop Top Word Pairs in Tweet in G5:
[79] #collaboratetocure,#jpm2020 [39] #jpm2020,#jpm20 [32] #jpm20,#jpm2020 [27] #news,bayer [23] #treatment,options [17] life,sciences [17] looking,forward [17] leadingbiotech,#eastwestceo [15] bayer,#ai [15] #ai,drug Top Word Pairs in Tweet in G6:
[23] #jpm20,#jpm2020 [13] leftover,food [8] #jpm2020,#jpm20 [8] contact,sarah [8] healthcare,conference [5] week,read [5] #podcast,live [5] subscribe,listen [5] re,having [5] having,event Top Word Pairs in Tweet in G7:
[27] #jpm20,#jpm2020 [18] #jpm2020,#jpm20 [17] healthcare,conference [17] #jpm2020,#biotechshowcase [17] san,francisco [16] mark,guide [13] learn,more [10] january,13 [9] #jpm20,#jpmweek [9] during,#jpm2020 Top Word Pairs in Tweet in G8:
[53] #jpm20,#jpm2020 [24] #jpm,#jpm20 [21] #physician,#burnout [21] #burnout,resilience [21] resilience,issue [21] issue,doctors [21] doctors,much [21] much,more [21] more,resilient [21] resilient,burnout Top Word Pairs in Tweet in G9:
[22] #jpm20,#jpm2020 [17] ceo,fdesouza [16] fyi,#jpm20 [16] #jpm2020,website [16] website,live [16] live,log [16] log,agenda [13] fdesouza,taking [13] taking,stage [13] stage,#jpm20 Top Word Pairs in Tweet in G10:
[46] #jpm20,#jpm2020 [40] #jpm2020,#bioweeksf [34] #jpmweek,#jpm20 [31] #bioweeksf,#genetherapy [26] #genetherapy,#celltherapy [21] press,release [19] solid,tumor [19] #celltherapy,#soti20 [18] news,thrilled [18] thrilled,share 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: