The graph represents a network of 1 226 Twitter users whose recent tweets contained "#rajapinta OR #tutkimus OR #somefi OR #sometutkimus OR #datatiede", 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, 31 October 2019 at 09:22 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 22-minute period from Tuesday, 22 October 2019 at 05:49 UTC to Thursday, 31 October 2019 at 09:12 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 : 1230
Unique Edges : 2122
Edges With Duplicates : 893
Total Edges : 3015
Number of Edge Types : 4
Mentions : 1629
Replies to : 131
Tweet : 394
Retweet : 861
Self-Loops : 409
Reciprocated Vertex Pair Ratio : 0,0549019607843137
Reciprocated Edge Ratio : 0,104089219330855
Connected Components : 177
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 737
Maximum Edges in a Connected Component : 2170
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5,288674
Graph Density : 0,00142359112769321
Modularity : 0,631197
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1 226 Twitter users whose recent tweets contained "#rajapinta OR #tutkimus OR #somefi OR #sometutkimus OR #datatiede", 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, 31 October 2019 at 09:22 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 22-minute period from Tuesday, 22 October 2019 at 05:49 UTC to Thursday, 31 October 2019 at 09:12 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 : #rajapinta OR #tutkimus OR #somefi OR #sometutkimus OR #datatiede
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:
[96] aiheesta,kerran [96] kerran,artikkelin [81] #tiede,#tutkimus [71] #tutkimus,#tiede [66] #somefi,#markkinointi [60] #journalismi,#tutkimus [59] suomen,vahvimman [59] vahvimman,media [59] media,ja [59] ja,journalismin Top Word Pairs in Tweet in G1:
[17] viisi,sijaa [17] sijaa,nousua [17] nousua,nyt [17] nyt,87 [17] 87,maailmassa [17] maailmassa,news [17] news,listasi [17] listasi,meidät [17] meidät,taas [17] taas,maailman Top Word Pairs in Tweet in G2:
[57] suomen,vahvimman [57] vahvimman,media [57] media,ja [57] ja,journalismin [57] journalismin,tutkimuksen [57] tutkimuksen,yksikön [57] yksikön,toiminta [57] toiminta,uhattuna [57] uhattuna,tampereuni [57] tampereuni,ssa Top Word Pairs in Tweet in G3:
[18] #tutkimus,#tiede [14] #tutkimus,#tki [13] vuoden,tieteentekijä [13] nafisa,yeasmin [11] #koulutus,#tutkimus [9] kehitys,ja [9] bkt,sta [8] tutkimus,kehitys [8] ja,innovaatiomenojen [8] innovaatiomenojen,nostaminen Top Word Pairs in Tweet in G4:
[21] #tutkimus,#tiede [18] teemavalmistelu,2021 [18] 2021,ohjelmiksi [18] ohjelmiksi,alkanut [18] alkanut,ehdota [18] ehdota,uusia [18] uusia,teemoja [18] teemoja,stn [18] stn,ohjelmille [18] ohjelmille,kaikille Top Word Pairs in Tweet in G5:
[21] #some,#somefi [15] instagram,facebook [15] facebook,twitter [15] twitter,lehti [15] lehti,sivuille [15] vapaa,aika [15] aika,sekä [15] sekä,yrittäjyys [14] #kainuu,#kainuunmaakunta [13] tervetuloa,kainuuverkossa Top Word Pairs in Tweet in G6:
[20] #työkyky,#tutkimus [18] #sairauspoissaolo,#työkyky [14] ihmiset,kokevat [14] sisäilmaan,liittyvät [14] liittyvät,terveysriskit [14] terveysriskit,usein [14] usein,suurempina [14] tutkimustiedon,perusteella [14] perusteella,ovat [14] suomalaiseen,työelämään Top Word Pairs in Tweet in G7:
[84] aiheesta,kerran [84] kerran,artikkelin [42] mitä,eroa [42] eroa,tutkijalla [42] tutkijalla,ja [42] ja,mansplainaajalla [42] mansplainaajalla,mansplainaaja [42] mansplainaaja,luki [42] luki,aiheesta [42] artikkelin,ja Top Word Pairs in Tweet in G8:
[59] #somefi,#markkinointi [48] #socialmedia,#smm [46] #digitalmarketing,#socialmedia [28] modern,marketer [28] marketer,needs [28] needs,soft [28] soft,hard [28] hard,skills [28] skills,infographic [28] #marketing,#digitalmarketing Top Word Pairs in Tweet in G9:
[8] #tutkas,#tutkimus [7] suomalainen,psykoosisairauksien [7] psykoosisairauksien,periytyvyysmekanismeja [7] periytyvyysmekanismeja,selvittävä [7] selvittävä,#tutkimus [7] #tutkimus,eli [7] eli,super [7] super,osa [7] osa,laajaa [7] laajaa,kansainvälistä Top Word Pairs in Tweet in G10:
[8] hei,tutkija [8] tutkija,tästä [8] tästä,riian [8] riian,hyvät [8] hyvät,vinkit [8] vinkit,siitä [8] siitä,millaiset [8] millaiset,asia [8] asia,asiat [8] asiat,menevät 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 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: