The graph represents a network of 1,327 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 22:01 UTC.
The requested start date was Monday, 19 December 2022 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 13-day, 21-hour, 31-minute period from Monday, 05 December 2022 at 01:01 UTC to Sunday, 18 December 2022 at 22:32 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 : 1327
Unique Edges : 1070
Edges With Duplicates : 1531
Total Edges : 2601
Number of Edge Types : 5
Retweet : 533
MentionsInRetweet : 956
Mentions : 656
Replies to : 332
Tweet : 124
Self-Loops : 153
Reciprocated Vertex Pair Ratio : 0.0103806228373702
Reciprocated Edge Ratio : 0.0205479452054795
Connected Components : 240
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 312
Maximum Edges in a Connected Component : 570
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.098515
Graph Density : 0.000829733087368621
Modularity : 0.557247
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,327 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 22:01 UTC.
The requested start date was Monday, 19 December 2022 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 13-day, 21-hour, 31-minute period from Monday, 05 December 2022 at 01:01 UTC to Sunday, 18 December 2022 at 22:32 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 : panamapapers
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:
[149] #poetachebonilla,#miiglesiamicasa [149] karlosysilka,silkarloslibros [149] poetachebonilla,karlosysilka [149] #miiglesiamicasa,#soydelchorrillo [111] ø,ø [108] silkarloslibros,#poetadelseã [108] #poetadelseã,#poetachebonilla [83] ù,ø [79] poetachebonilla,poetachebonilla [70] #soydelchorrillo,#lapâ Top Word Pairs in Tweet in G1:
[23] galiaackerman,journaliste [23] cela,cause [23] journaliste,#panamapapers [23] #panamapapers,cela [22] luciedf94,galiaackerman [7] ppr_75,bpartisans [7] emmanuelmacron,deux [7] bpartisans,emmanuelmacron [7] deux,présidents [7] enfantine,sexuel Top Word Pairs in Tweet in G2:
[30] #bolivianos,#lapaz [30] #santacruzbo,#bolivianos [29] #lapaz,#elalto [27] telesurtv,#santacruzbo [26] #elalto,#racismo [24] #racismo,#corrupcion [24] #corrupcion,#panamapapers [21] #panamapapers,#itemsfantasmas [19] #itemsfantasmas,#beni [18] #tarija,#potosi Top Word Pairs in Tweet in G3:
[3] cité,#panamapapers [3] #perãº,#elecciones [2] #guerreenukraine,#zelinsky [2] best,countries [2] #fujimori,#kuczynski [2] #mariovargasllosa,'coqueteã [2] offshore,company [2] émouvoir,communiquer [2] chef,guerre [2] détourner,pou Top Word Pairs in Tweet in G4:
[2] thepeopleshubun,zebra_carol [2] healthertainer,pankhurstcentre [2] zebra_carol,healthertainer [2] housingfirstire,googleexpertuk [2] home_mcr,andyburnhamgm [2] googleexpertuk,thepeopleshubun [2] pankhurstcentre,home_mcr Top Word Pairs in Tweet in G5:
[34] occurs,against [34] #panamapapers,icijorg [34] #crime,#corruption [34] icijorg,brands [34] #corruption,exposed [34] exposed,#panamapapers [34] against,background [34] #deforestation,occurs [34] background,#crime [30] _pehicc,#deforestation Top Word Pairs in Tweet in G6:
[26] fard,langue [26] sans,fard [26] langue,bois [26] bois,#panamapapers [26] vincent,hervouët [26] l'ukraine,décrite [26] par,vincent [26] décrite,par [26] hervouët,sans [25] sandrafreyb,l'ukraine Top Word Pairs in Tweet in G7:
[7] cette,guerre [7] comportement,suicidaire [5] besoin,cette [5] suicidaire,zelenski [5] guerre,maintenir [5] vedette,#panamapapers [4] zelenski,s'explique [3] explique,comportement [3] rnitot,jp_o [3] f_philippot,jlmelenchon Top Word Pairs in Tweet in G8:
[9] unfortunately,many [9] made,history [9] end,finally [9] finally,recognized [9] many,teams [9] history,end [9] teams,made [7] recognized,serving [6] elonmusk,unfortunately [5] mustapha_adib,elonmusk Top Word Pairs in Tweet in G9:
[8] voilà,#ukraine [8] #ukraine,#corruption [8] #zelensky,#pognondedingue [8] #corruption,#zelensky [8] #pognondedingue,#panamapapers [7] val1stenchon,voilà [2] verkhovna_rada,ukrinfra [2] kabmin_ua,verkhovna_rada [2] francediplo,apukraine [2] zelenskaua,#panamapapers Top Word Pairs in Tweet in G10:
[30] #pakistan,#parklaneflats [30] #panamapapers,#pakistan [27] کب,خریدے [27] فلیٹس,کب [27] خریدے,گئے [27] ب,کے [27] لندن,کے [27] کے,#panamapapers [27] کب,ب [27] گئے,کب Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: