The graph represents a network of 9,236 Twitter users whose tweets in the requested range contained "Pharma", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 13:12 UTC.
The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 1-hour, 56-minute period from Tuesday, 02 March 2021 at 10:25 UTC to Friday, 05 March 2021 at 12:22 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 : 9236
Unique Edges : 6177
Edges With Duplicates : 9624
Total Edges : 15801
Number of Edge Types : 5
Replies to : 1730
Tweet : 2012
Retweet : 3971
MentionsInRetweet : 5273
Mentions : 2815
Self-Loops : 2067
Reciprocated Vertex Pair Ratio : 0.0226406635283569
Reciprocated Edge Ratio : 0.0442788250767207
Connected Components : 2041
Single-Vertex Connected Components : 786
Maximum Vertices in a Connected Component : 2276
Maximum Edges in a Connected Component : 4986
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 9.316059
Graph Density : 0.000106970605124882
Modularity : 0.599892
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 9,236 Twitter users whose tweets in the requested range contained "Pharma", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 13:12 UTC.
The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 1-hour, 56-minute period from Tuesday, 02 March 2021 at 10:25 UTC to Friday, 05 March 2021 at 12:22 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 : Pharma
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:
[1912] big,pharma [680] स,स [680] स,क [680] क,टर [393] ãƒ,ム[359] स,ज [359] ज,ड [356] ह,ग [340] pli,ज [340] ज,स Top Word Pairs in Tweet in G1:
[166] big,pharma [73] ãƒ,ム[46] covid,19 [27] 19,vaccine [27] #jobs,#pharma [26] gt,gt [25] #pharma,#hiring [23] white,house [23] work,together [23] together,covid Top Word Pairs in Tweet in G2:
[680] स,स [680] स,क [680] क,टर [359] स,ज [359] ज,ड [356] ह,ग [340] pli,ज [340] ज,स [340] टर,क [340] क,ल Top Word Pairs in Tweet in G3:
[68] big,pharma [38] imagine,cheap [38] cheap,tested [38] tested,drug [38] drug,discovered [38] discovered,treated [38] treated,covid [38] covid,lets [38] lets,call [38] call,ivermectin Top Word Pairs in Tweet in G4:
[188] big,pharma [185] neera,tanden [184] nixing,neera [184] tanden,omb [184] omb,nominee [184] nominee,payback [184] payback,joe [184] joe,manchin [184] manchin,standing [184] standing,machin's Top Word Pairs in Tweet in G5:
[115] #gravitas,pfizer [115] pfizer,become [115] become,terror [115] terror,pharma [115] pharma,company [115] company,reportedly [115] reportedly,asking [115] asking,military [115] military,bases [115] bases,sovereign Top Word Pairs in Tweet in G6:
[66] big,pharma [27] commission,s'est [22] #vaccins,vrai [22] vrai,fiasco [22] fiasco,commission [22] s'est,totalement [22] devant,labos [20] architects,ask [20] ask,zero [20] zero,liability Top Word Pairs in Tweet in G7:
[69] #nphet,irish [69] irish,gov [69] gov,considering [69] considering,mandating [69] mandating,face [69] face,coverings [69] coverings,primary [69] primary,school [69] school,children [69] children,irish Top Word Pairs in Tweet in G8:
[15] wet2021,coup [15] coup,d'envoi [15] d'envoi,#wet21 [15] #wet21,étiez [15] étiez,plus [15] plus,d'une [15] d'une,centaine [15] centaine,soir [15] soir,tour [15] tour,réseau Top Word Pairs in Tweet in G9:
[116] pharma,ceo [97] think,need [97] need,take [97] take,lesson [97] lesson,neeratanden [97] neeratanden,episode [97] episode,donâ [97] donâ,tell [97] tell,people [97] people,senatorâ Top Word Pairs in Tweet in G10:
[36] covid,vaccine [35] media,cheered [35] cheered,emergency [35] emergency,approval [35] approval,covid [35] vaccine,company [35] company,plans [35] plans,team [35] team,merck [35] merck,production Top Replied-To in Entire Graph:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: