The graph represents a network of 4,318 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 Thursday, 16 January 2020 at 19:11 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 23-minute period from Wednesday, 08 January 2020 at 17:07 UTC to Thursday, 16 January 2020 at 18:30 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 : 4318
Unique Edges : 7631
Edges With Duplicates : 3133
Total Edges : 10764
Number of Edge Types : 5
Tweet : 1425
MentionsInRetweet : 4679
Retweet : 1468
Mentions : 2858
Replies to : 334
Self-Loops : 1448
Reciprocated Vertex Pair Ratio : 0.0303188028627196
Reciprocated Edge Ratio : 0.0588532457691336
Connected Components : 512
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 3370
Maximum Edges in a Connected Component : 9662
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.903256
Graph Density : 0.000424767040652641
Modularity : 0.60035
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,318 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 Thursday, 16 January 2020 at 19:11 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 23-minute period from Wednesday, 08 January 2020 at 17:07 UTC to Thursday, 16 January 2020 at 18:30 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:
[978] #jpm20,#jpm2020 [451] #jpm2020,#jpm20 [421] san,francisco [370] healthcare,conference [280] #jpm2020,#jpmhc20 [247] looking,forward [188] next,week [179] learn,more [169] morgan,healthcare [139] jp,morgan Top Word Pairs in Tweet in G1:
[294] #jpm20,#jpm2020 [98] #jpm2020,#jpm20 [59] #jpm2020,#jpmhc20 [48] #startuphealth,#jpm2020 [46] digital,health [45] #startuphealth,festival [40] healthcare,conference [39] #jpm2020,healthpodnet [39] #digitalhealth,#hcldr [38] looking,forward Top Word Pairs in Tweet in G2:
[134] #jpm20,#jpm2020 [99] #jpm2020,#jpm20 [84] #collaboratetocure,#jpm2020 [48] #jpm2020,#bioweeksf [41] #jpmweek,#jpm20 [36] #tcellrx,#immunotherapy [31] pascal,touchon [31] #bioweeksf,#genetherapy [30] san,francisco [30] #jpm2020,adap Top Word Pairs in Tweet in G3:
[140] healthcare,conference [102] jpmorgan,healthcare [79] san,francisco [67] annual,jpmorgan [64] #jpm20,#jpm2020 [62] 38th,annual [47] #healthcare,conference [43] jpmorgan,#healthcare [37] conference,san [35] looking,forward Top Word Pairs in Tweet in G4:
[45] #jpm20,#jpm2020 [38] san,francisco [23] healthcare,conference [21] next,week [19] #jpm2020,#jpm20 [18] looking,forward [16] #jpm,#jpm2020 [15] jp,morgan [15] morgan,healthcare [12] during,#jpm2020 Top Word Pairs in Tweet in G5:
[85] guide,understand [85] understand,massive [85] massive,trend [85] foundations,frameworks [85] frameworks,tools [85] tools,systems [81] #jpm20,#jpm2020 [72] science,becoming [72] becoming,engineering [72] engineering,full Top Word Pairs in Tweet in G6:
[55] #jpm20,#jpm2020 [30] san,francisco [26] #jpm2020,#biotechshowcase [19] rare,square [16] #jpm2020,#jpm20 [15] healthcare,conference [15] #jpmhc20,#jpm2020 [14] during,#jpm2020 [14] #jpm2020,conference [13] square,connect Top Word Pairs in Tweet in G7:
[80] #jpm20,#jpm2020 [42] #jpm2020,#jpm20 [35] life,sciences [24] firepower,report [23] chrissyfarr,amermedicalassn [20] partnership,dexcom [20] #jpm2020,#jpmhc20 [20] based,care [20] #jpmorgan2020,#jpm2020 [19] #jpm20,chrissyfarr Top Word Pairs in Tweet in G8:
[19] 300,vial [19] vial,insulin [17] #jpm20,#jpm2020 [15] week,re [15] glad,phrma [15] phrma,execs [15] execs,living [15] living,#jpm2020 [15] #jpm2020,american [15] american,diabetic Top Word Pairs in Tweet in G9:
[38] single,cells [21] ceo,fdesouza [19] #jpm2020,#partnering [19] #jpmhc20,#jpm2020 [19] 10xgenomics,presenting [19] presenting,update [19] update,2020 [19] 2020,chromatin [19] chromatin,state [19] state,rna Top Word Pairs in Tweet in G10:
[22] list,717 [22] 717,#mentalhealth [22] #mentalhealth,startups [22] learn,more [20] next,week [19] headed,#jpm2020 [19] #jpm2020,next [16] week,published [16] published,detailed [16] detailed,report 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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