The graph represents a network of 19,184 Twitter users whose recent tweets contained "JAMA", 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 Sunday, 18 April 2021 at 11:09 UTC.
The tweets in the network were tweeted over the 3-day, 4-hour, 55-minute period from Thursday, 15 April 2021 at 05:15 UTC to Sunday, 18 April 2021 at 10:10 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 : 19184
Unique Edges : 23754
Edges With Duplicates : 5310
Total Edges : 29064
Number of Edge Types : 5
Retweet : 11959
Replies to : 3945
Mentions : 5985
MentionsInRetweet : 4244
Tweet : 2931
Self-Loops : 3025
Reciprocated Vertex Pair Ratio : 0.014878892733564
Reciprocated Edge Ratio : 0.0293215138083873
Connected Components : 2763
Single-Vertex Connected Components : 1042
Maximum Vertices in a Connected Component : 9583
Maximum Edges in a Connected Component : 16365
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.595272
Graph Density : 6.37597135738887E-05
Modularity : 0.786644
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 19,184 Twitter users whose recent tweets contained "JAMA", 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 Sunday, 18 April 2021 at 11:09 UTC.
The tweets in the network were tweeted over the 3-day, 4-hour, 55-minute period from Thursday, 15 April 2021 at 05:15 UTC to Sunday, 18 April 2021 at 10:10 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 : JAMA
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:
[4968] jama,masjid [2697] mathura,court [2528] agra,jama [2340] idols,krishna [2089] ground,radiology [2055] filed,mathura [1953] buried,beneath [1938] court,seeking [1934] lie,buried [1932] masjid,pil Top Word Pairs in Tweet in G1:
[2799] jama,masjid [2292] agra,jama [2292] mathura,court [2134] idols,krishna [1852] filed,mathura [1751] buried,beneath [1734] lie,buried [1734] masjid,pil [1728] court,seeking [1725] krishna,janmbhoomi Top Word Pairs in Tweet in G2:
[1282] jama,masjid [1086] effective,way [1086] way,establish [1086] establish,domination [1086] domination,over [1086] over,nation [1086] nation,wipe [1086] wipe,heritage [1086] heritage,jama [1086] masjid,ahmedabad Top Word Pairs in Tweet in G3:
[163] jama_current,part [159] j_g_allen,andrewmibrahim [153] part,jamanetwork [148] jamacurrent,essay [148] essay,pairs [148] pairs,well [148] well,above [148] above,j_g_allen [138] air,changes [102] changes,hour Top Word Pairs in Tweet in G4:
[65] jama,masjid [56] mama,jama [51] jama,network [49] bad,mama [46] covid,19 [38] horowitz,120 [38] 120,doctors [38] doctors,ask [38] retract,misleading [38] misleading,colombian Top Word Pairs in Tweet in G5:
[99] bheed,jama [82] rahe,hai [78] jama,masjid [66] message,karo [60] fir,bhi [56] hai,lekin [55] jama,kar [53] nahi,hai [52] hai,log [52] desh,ki Top Word Pairs in Tweet in G6:
[219] efficacy,ivermectin [218] 120,doctors [218] doctors,ask [218] ask,jama [218] jama,retract [218] retract,misleading [218] misleading,colombian [218] colombian,study [218] downplaying,efficacy [173] horowitz,120 Top Word Pairs in Tweet in G7:
[184] dey,lead [184] lead,jama [184] jama,school [184] school,wey [184] wey,songs [184] songs,go [184] go,sing [105] commonwealth,hall [104] jama,explicit [104] explicit,lyrics Top Word Pairs in Tweet in G8:
[753] bhai,tere [502] state,dekh [502] kar,rahe [502] rahe,hai [502] tere,party [502] logon,ko [418] jama,karna [251] tere,state [251] dekh,koi [251] koi,rules Top Word Pairs in Tweet in G9:
[335] tampoco,tienen [331] dónde,plata [331] plata,#jama [331] #jama,cinco [331] cinco,terremoto [331] terremoto,usd [331] usd,3000 [331] 3000,millones [331] millones,gastados [331] gastados,tienen Top Word Pairs in Tweet in G10:
[147] kai,jama'a [104] dan,allah [49] jama'a,wai [48] allah,jama'a [48] wai,ina [48] ina,ake [48] ake,samun [48] samun,kudinnan [46] rana,daya [46] daya,baka 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: