The graph represents a network of 11,239 Twitter users whose recent tweets contained "Novartis", 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, 11 August 2022 at 14:49 UTC.
The tweets in the network were tweeted over the 4-day, 13-hour, 59-minute period from Saturday, 06 August 2022 at 12:00 UTC to Thursday, 11 August 2022 at 02:00 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 : 11282
Unique Edges : 19128
Edges With Duplicates : 7754
Total Edges : 26882
Number of Edge Types : 5
Replies to : 1194
Tweet : 2217
Mentions : 4410
Retweet : 15799
MentionsInRetweet : 3262
Self-Loops : 2268
Reciprocated Vertex Pair Ratio : 0.0118419743258036
Reciprocated Edge Ratio : 0.0234067663257278
Connected Components : 642
Single-Vertex Connected Components : 452
Maximum Vertices in a Connected Component : 10062
Maximum Edges in a Connected Component : 22707
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.268488
Graph Density : 0.000159783466374388
Modularity : 0.587936
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 11,239 Twitter users whose recent tweets contained "Novartis", 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, 11 August 2022 at 14:49 UTC.
The tweets in the network were tweeted over the 4-day, 13-hour, 59-minute period from Saturday, 06 August 2022 at 12:00 UTC to Thursday, 11 August 2022 at 02:00 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 : Novartis
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:
[7202] millions,dollars [6945] avoir,corrompu [5498] courrier,soir [4687] 678,millions [4610] dollars,avoir [4572] corrompu,médecins [4554] novartis,condamné [4500] laboratoire,novartis [4500] condamné,678 [2434] coup,tonnerre Top Word Pairs in Tweet in G1:
[2396] δάκτυλος,ξένων [2396] ξένων,δυνάμεων [1474] το,σκάνδαλο [1360] για,την [1283] δικαστικό,συμβούλιο [1247] και,το [1198] σκευωρία,και [1198] και,δάκτυλος [1198] δυνάμεων,οι [1129] σκάνδαλο,novartis Top Word Pairs in Tweet in G2:
[2989] millions,dollars [2837] avoir,corrompu [2485] courrier,soir [1812] 678,millions [1734] dollars,avoir [1733] corrompu,médecins [1731] novartis,condamné [1723] condamné,678 [1722] laboratoire,novartis [1579] coup,tonnerre Top Word Pairs in Tweet in G3:
[1792] millions,dollars [1784] avoir,corrompu [1679] courrier,soir [1555] dollars,avoir [1549] novartis,condamné [1549] 678,millions [1549] corrompu,médecins [1543] laboratoire,novartis [1543] condamné,678 [1412] médecins,sinon Top Word Pairs in Tweet in G4:
[1220] quand,apprend [1220] nouveau,ministre [1220] ministre,santé [1220] novartis,astra [1220] astra,zeneca [1217] apprend,après [1217] après,transparence [1217] transparence,santé [1217] santé,public [1217] public,ministère Top Word Pairs in Tweet in G5:
[1555] millions,dollars [1491] avoir,corrompu [813] courrier,soir [779] autorités,sanitaires [778] réclame,225 [778] 225,millions [778] dollars,labo [778] corrompu,autorités [743] dollars,avoir [728] 678,millions Top Word Pairs in Tweet in G6:
[70] από,την [60] την,κατηγορία [59] υπόθεση,novartis [58] κατηγορία,της [58] της,δωροληψίας [46] millions,dollars [43] ομόφωνη,απαλλαγή [38] για,την [32] avoir,corrompu [30] ομόφωνο,βούλευμα Top Word Pairs in Tweet in G7:
[281] millions,dollars [255] avoir,corrompu [234] 678,millions [224] laboratoire,novartis [218] novartis,condamné [218] condamné,678 [218] dollars,avoir [218] corrompu,médecins [99] quelle,surprise [99] surprise,laboratoire Top Word Pairs in Tweet in G8:
[36] nih,nihrresearch [33] novartis,roche [32] astrazeneca,novartis [29] pfizer,merck [28] nihrresearch,pfizer [28] merck,astrazeneca [28] roche,bmsnews [28] bmsnews,sanofi [28] sanofi,gsk [25] novartis,pfizer Top Word Pairs in Tweet in G9:
[130] reclama,225 [115] millones,dólares [113] grecia,reclama [113] 225,millones [112] novartis,sobornar [108] laboratorio,novartis [106] dólares,laboratorio [106] autoridades,sanitarias [105] sobornar,autoridades [40] instituciones,sanitarias Top Word Pairs in Tweet in G10:
[34] please,help [21] anamay,fighting [19] #saveanamay,sir [19] sir,anamay [19] fighting,deadly [19] deadly,sma1 [19] sma1,please [19] help,fund [19] fund,raising [19] raising,anamay's 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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Top Tweeters in G2:
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Top Tweeters in G10: