The graph represents a network of 4,006 Twitter users whose recent tweets contained "tampere", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 00:28 UTC.
The tweets in the network were tweeted over the 3716-day, 3-hour, 30-minute period from Sunday, 16 December 2012 at 21:16 UTC to Sunday, 19 February 2023 at 00:47 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4006
Unique Edges : 2257
Edges With Duplicates : 8252
Total Edges : 10509
Number of Edge Types : 9
Replies to : 1116
MentionsInReplyTo : 1723
Tweet : 1783
Retweet : 2201
MentionsInRetweet : 2681
Mentions : 680
Quote : 190
MentionsInQuote : 120
MentionsInQuoteReply : 15
Self-Loops : 2145
Reciprocated Vertex Pair Ratio : 0.0591701448563712
Reciprocated Edge Ratio : 0.111729253592953
Connected Components : 841
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 2046
Maximum Edges in a Connected Component : 6069
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.969125
Graph Density : 0.000268885061920228
Modularity : 0.414511
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,006 Twitter users whose recent tweets contained "tampere", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 00:28 UTC.
The tweets in the network were tweeted over the 3716-day, 3-hour, 30-minute period from Sunday, 16 December 2012 at 21:16 UTC to Sunday, 19 February 2023 at 00:47 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : tampere
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:
[535] chief,psychiatrist [447] gender,clinic [446] kaltiala,chief [445] dr,riitta [445] riitta,kaltiala [445] finland's,tampere [445] psychiatrist,finland's [444] leorsapir,dr [443] clinic,top [443] country,recently Top Word Pairs in Tweet in G1:
[532] chief,psychiatrist [446] gender,clinic [445] dr,riitta [445] psychiatrist,finland's [445] riitta,kaltiala [445] finland's,tampere [444] leorsapir,dr [443] expert,country [443] top,expert [443] kaltiala,chief Top Word Pairs in Tweet in G2:
[38] tampere,finland [25] #ohjelmointi,#it [25] #it,#rekry [24] tampere,#ohjelmointi [23] 02,2023 [20] tappara,tampere [20] 2023,klo [17] hockey,league [16] champions,hockey [16] tampere,university Top Word Pairs in Tweet in G3:
[57] fellow,positions [47] institute,advanced [44] tampere,ias [43] advanced,study [43] tampere,institute [29] opens,call [29] study,tampere [29] call,#applications [29] #applications,#research [29] #research,fellow Top Word Pairs in Tweet in G4:
[27] samponev,tampere [16] tampere,turku [14] stadi,tampere [13] hifkhockey,stadi [12] helsinki,tampere [11] samponev,helsinki [10] samponev,kuopio [7] tampere,tampere [7] samponev,lahti [7] helsinki,espoo Top Word Pairs in Tweet in G5:
[14] art,museum [11] 000,euron [9] tampere,art [9] 35,000 [8] sähköt,katkastiin [8] tampere,centrum [8] self,proclaimed [8] koska,sähkälaskuja [8] euron,vahingot [8] sauna,capital Top Word Pairs in Tweet in G6:
[29] tappara,tampere [15] #ilves,#liiga [13] chl,final [12] champions,hockey [11] hockey,league [11] #championsgobeyond,#chlfinal [10] luleå,hockey [10] luleå,hf [9] #liiga,#tampere [7] #tappara,#tampere Top Word Pairs in Tweet in G7:
[23] railo,leveydeltään [23] lentävänniemi,railo [23] välillä,koukkuniemi [23] railo,välillä [23] tampere,näsijärvi [23] koukkuniemi,siilinkari [23] siilinkari,lentävänniemi [23] vaarallinen,railo [23] leveydeltään,jopa [23] näsijärvi,vaarallinen Top Word Pairs in Tweet in G8:
[67] #ilves,#tampere [67] #keltavihreä,#ilves [47] #tampere,#kansallinencup [24] 14,45 [23] pirkkahalli,tampere [22] #kansallinencup,#ilvtps [22] kansallisen,cupin [17] #kansallinencup,#ilvvifk [14] tampere,14 [13] tänään,ilves Top Word Pairs in Tweet in G9:
[7] pm,hallit [7] karlstadissa,dortmundissa [7] dortmundissa,samuelsson [7] samuelsson,joensuu [7] 2023,pm [7] hallit,karlstadissa [7] 12,2023 [6] luovuutta,politiikkaan [6] #tampere,#yleisurheilu [6] joensuu,tam Top Word Pairs in Tweet in G10:
[17] seppo,lehto [15] #eduskuntavaaliehdokas,#tampere [11] tampere,pirkanmaa [11] #seppolehto,#maanpuolustus [10] #tampere,#pirkanmaa [9] #pirkanmaa,#seppolehto [8] #maanpuolustus,#natojäsenyyssuomelle [7] #awasctutkajärjestelmät,#aluepalautuksiasuomelle [7] #aluepalautuksetukrainalle,#aluepalautuksetsaksalle [7] #aluepalautuksiasuomelle,#aluepalautuksetukrainalle Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: