The graph represents a network of 3,458 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 Tuesday, 14 January 2020 at 19:01 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 45-minute period from Monday, 06 January 2020 at 19:00 UTC to Tuesday, 14 January 2020 at 18:45 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 : 3458
Unique Edges : 5687
Edges With Duplicates : 2020
Total Edges : 7707
Number of Edge Types : 5
Mentions : 2132
Replies to : 248
Tweet : 1091
MentionsInRetweet : 3224
Retweet : 1012
Self-Loops : 1108
Reciprocated Vertex Pair Ratio : 0.0256227758007117
Reciprocated Edge Ratio : 0.0499653018736988
Connected Components : 474
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 2536
Maximum Edges in a Connected Component : 6632
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.063414
Graph Density : 0.000482169353871316
Modularity : 0.626542
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,458 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 Tuesday, 14 January 2020 at 19:01 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 45-minute period from Monday, 06 January 2020 at 19:00 UTC to Tuesday, 14 January 2020 at 18:45 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:
[726] #jpm20,#jpm2020 [403] san,francisco [365] #jpm2020,#jpm20 [306] healthcare,conference [261] looking,forward [239] next,week [160] learn,more [141] #jpm2020,#jpmhc20 [140] morgan,healthcare [117] jpmorgan,healthcare Top Word Pairs in Tweet in G1:
[147] #jpm20,#jpm2020 [105] healthcare,conference [101] #jpm2020,#jpm20 [86] guide,understand [86] understand,massive [86] massive,trend [86] foundations,frameworks [86] frameworks,tools [86] tools,systems [82] san,francisco Top Word Pairs in Tweet in G2:
[106] #jpm20,#jpm2020 [44] startuphealth,festival [36] looking,forward [36] #startuphealth,#jpm2020 [35] #jpm2020,#jpm20 [33] startup,health [31] san,francisco [28] before,#jpm2020 [27] digital,health [26] #jpm2020,#jpmhc20 Top Word Pairs in Tweet in G3:
[46] #jpm20,#jpm2020 [44] san,francisco [28] next,week [27] looking,forward [23] healthcare,conference [18] jp,morgan [16] morgan,healthcare [16] #jpm2020,#jpm20 [12] #jpm,#jpm2020 [11] during,#jpm2020 Top Word Pairs in Tweet in G4:
[81] #collaboratetocure,#jpm2020 [55] #jpm2020,#jpm20 [35] #jpm20,#jpm2020 [27] #news,bayer [26] life,sciences [24] san,francisco [23] #treatment,options [21] next,week [20] looking,forward [20] firepower,report Top Word Pairs in Tweet in G5:
[23] #jpm20,#jpm2020 [21] #jpmhc20,#jpm2020 [21] ceo,fdesouza [18] #jpm2020,follow [16] fdesouza,taking [16] taking,stage [16] stage,#jpm20 [16] #jpm20,deliver [16] deliver,perspective [16] perspective,illumina Top Word Pairs in Tweet in G6:
[40] #jpm20,#jpm2020 [22] #jpm2020,#jpm20 [20] mark,guide [18] #jpm2020,#biotechshowcase [18] san,francisco [15] learn,more [12] rare,square [12] #jpm20,#jpmweek [10] 2020,#jpm2020 [10] life,sciences Top Word Pairs in Tweet in G7:
[48] #jpm20,#jpm2020 [26] based,care [26] #jpmorgan2020,#jpm2020 [20] top,50 [20] 50,#digitalhealth [20] #digitalhealth,awards [20] awards,congrats [20] congrats,winners [20] winners,including [20] including,chrissyfarr Top Word Pairs in Tweet in G8:
[22] #jpm2020,#jpm20 [21] combining,#ehr [21] #ehr,health [21] health,data [21] data,univ [21] univ,california [21] california,academic [21] academic,medical [21] medical,centers [21] centers,1m Top Word Pairs in Tweet in G9:
[16] looking,forward [15] #jpm2020,#jpmhc20 [14] starts,one [14] one,one [14] one,idea [14] idea,one [14] one,meeting [14] meeting,one [14] one,connection [14] connection,looking Top Word Pairs in Tweet in G10:
[20] headed,#jpm2020 [15] list,717 [15] 717,#mentalhealth [15] #mentalhealth,startups [14] #jpm2020,next [14] next,week [13] week,published [13] published,detailed [13] detailed,report [13] report,717 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: