The graph represents a network of 4,234 Twitter users whose tweets in the requested range contained "DrHowardLiu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 March 2020 at 00:21 UTC.
The requested start date was Wednesday, 25 March 2020 at 19:17 UTC and the maximum number of tweets (going backward in time) was 10,000.
The tweets in the network were tweeted over the 18-day, 1-hour, 28-minute period from Saturday, 07 March 2020 at 15:46 UTC to Wednesday, 25 March 2020 at 17:14 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 : 4234
Unique Edges : 16387
Edges With Duplicates : 26551
Total Edges : 42938
Self-Loops : 510
Reciprocated Vertex Pair Ratio : 0.104434398333926
Reciprocated Edge Ratio : 0.189118336936025
Connected Components : 61
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 4161
Maximum Edges in a Connected Component : 42868
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.873362
Graph Density : 0.00121316631666012
Modularity : 0.31318
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 4,234 Twitter users whose tweets in the requested range contained "DrHowardLiu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 March 2020 at 00:21 UTC.
The requested start date was Wednesday, 25 March 2020 at 19:17 UTC and the maximum number of tweets (going backward in time) was 10,000.
The tweets in the network were tweeted over the 18-day, 1-hour, 28-minute period from Saturday, 07 March 2020 at 15:46 UTC to Wednesday, 25 March 2020 at 17:14 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 : GraphServerTwitterSearch
Graph Term : DrHowardLiu
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[315] drdanielgih,drmarleydoyle [292] profcarroll,glennkirschner2 [290] glennkirschner2,drhowardliu [279] drhowardliu,drdenagrayson [275] unmcpsychiatry,sastrongmd [265] bethfratesmd,unmcpsychiatry [263] docrocktex26,profcarroll [257] sastrongmd,arghavan_salles [254] arghavan_salles,drdanielgih [225] drmarleydoyle,bartandrews Top Word Pairs in Tweet in G1:
[286] drdanielgih,drmarleydoyle [254] unmcpsychiatry,sastrongmd [248] bethfratesmd,unmcpsychiatry [246] sastrongmd,arghavan_salles [243] arghavan_salles,drdanielgih [206] drmarleydoyle,bartandrews [194] drhowardliu,bethfratesmd [138] mental,health [135] social,distancing [118] drvantilburg,rubraveenough Top Word Pairs in Tweet in G2:
[141] drhowardliu,tomvarghesejr [141] sashashillcutt,cardiacpa1 [141] rubraveenough,sashashillcutt [137] boggildlab,ktamirisamd [134] boggildlab,drhowardliu [129] ibadahthebook,rubraveenough [121] cardiacpa1,wordfinga [119] drhowardliu,ibadahthebook [98] wordfinga,drmaggarwal [98] drhowardliu,drvantilburg Top Word Pairs in Tweet in G3:
[292] profcarroll,glennkirschner2 [290] glennkirschner2,drhowardliu [279] drhowardliu,drdenagrayson [263] docrocktex26,profcarroll [206] 3d,printing [205] medical,engineer [204] anyone,know [204] know,medical [204] engineer,develop [204] develop,specs Top Word Pairs in Tweet in G4:
[37] drhowardliu,galadarimd [35] medpedshosp,ladakasma [34] lamsalebanon,drhowardliu [34] galadarimd,medpedshosp [31] aaos1,aaosmembers [31] aaosmembers,drhowardliu [27] shoulder2leanon,billlevinemd [27] nawazfaisal_ai,lamsalebanon [26] _nancymd,aaos1 [23] drhowardliu,orthopodreg Top Word Pairs in Tweet in G5:
[18] fettkeven,mediservicedogs [16] lovemakersf,fettkeven [15] invisdiscomedy,drmarleydoyle [15] drmarleydoyle,deborah_saffer [15] deborah_saffer,drhowardliu [13] deborah_saffer,mindingourelder [13] mediservicedogs,havenlust [13] havenlust,gary_hensel [12] jeanettejoy,lovemakersf [11] jwpoweryourlife,invisdiscomedy Top Word Pairs in Tweet in G6:
[15] drhowardliu,supply [15] supply,chain [15] chain,shortages [15] shortages,forcing [15] forcing,doctors [15] doctors,healthcare [15] healthcare,providers [15] providers,improvise [15] improvise,#ppeshortage [15] #ppeshortage,cnn Top Word Pairs in Tweet in G7:
[8] those,folks [8] folks,think [8] think,hoax [8] hoax,serious [8] serious,think [8] think,doctors [8] doctors,wasting [8] wasting,masks [8] masks,until [8] until,re Top Word Pairs in Tweet in G8:
[19] drhowardliu,nytimes [6] local,food [3] kari_jerge,drericlevi [3] drericlevi,liangrhea [3] liangrhea,drhowardliu [3] drhowardliu,venkbellamkonda [3] venkbellamkonda,behindtheknife [3] behindtheknife,inquisitivegyn [3] inquisitivegyn,drdanchoi [3] pls,donate Top Word Pairs in Tweet in G9:
[22] joshfessel,virenkaul [20] jacepeabody,rachelkputman [20] rachelkputman,drspenabischoff [20] drspenabischoff,ebrheum [18] virenkaul,rajanisurendarb [18] rajanisurendarb,jacepeabody [18] ebrheum,juani1000 [17] bedoctored,sgarantz [17] sgarantz,gaurisaini6 [17] gaurisaini6,robertmtighe1 Top Word Pairs in Tweet in G10:
[62] salhogg,karenjbateson [62] karenjbateson,grahammusic1 [61] vraycar,salhogg [57] karengaunson,drsarahsutton [56] grahammusic1,drcchamberlain [56] drcchamberlain,jane_fisher1 [42] jane_fisher1,drhowardliu [41] drsarahsutton,meganchapman [38] meganchapman,vraycar [30] drjongoldin,jenkpg Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: