The graph represents a network of 8 102 Twitter users whose recent tweets contained "koulutus OR tutkimus OR tiede OR kasvatus OR koulu OR yliopisto OR korkeakoulu OR ammattikoulu", 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 Friday, 26 August 2022 at 14:06 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 31-minute period from Wednesday, 17 August 2022 at 07:48 UTC to Friday, 26 August 2022 at 13:20 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 Fruchterman-Reingold layout algorithm.
Author Description
Vertices : 8102
Unique Edges : 12545
Edges With Duplicates : 3608
Total Edges : 16153
Number of Edge Types : 5
Retweet : 3411
MentionsInRetweet : 3252
Replies to : 2686
Tweet : 2207
Mentions : 4597
Self-Loops : 2247
Reciprocated Vertex Pair Ratio : 0,0412727886563133
Reciprocated Edge Ratio : 0,0792737294317905
Connected Components : 1471
Single-Vertex Connected Components : 639
Maximum Vertices in a Connected Component : 4659
Maximum Edges in a Connected Component : 12343
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6,065654
Graph Density : 0,000187965737793631
Modularity : 0,666795
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8 102 Twitter users whose recent tweets contained "koulutus OR tutkimus OR tiede OR kasvatus OR koulu OR yliopisto OR korkeakoulu OR ammattikoulu", 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 Friday, 26 August 2022 at 14:06 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 31-minute period from Wednesday, 17 August 2022 at 07:48 UTC to Friday, 26 August 2022 at 13:20 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : koulutus OR tutkimus OR tiede OR kasvatus OR koulu OR yliopisto OR korkeakoulu OR ammattikoulu
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[227] l'eau,tiède [197] eau,tiède [169] l,eau [156] de,la [123] karinajutila,e2_tutkimus [118] e2_tutkimus,riikkauo [117] riikkauo,yletv1 [116] https,t [116] t,co [113] yletv1,petriraivio Top Word Pairs in Tweet in G1:
[59] tiede,kapakkaan [51] 1,9 [50] https,t [50] t,co [40] 9,2022 [30] juontajana,kallehaatanen [28] klo,18 [27] 25,8 [25] white,paper [25] koulu,eriarvoisuus Top Word Pairs in Tweet in G2:
[22] l'eau,tiède [20] eau,tiède [19] l,eau [18] de,la [14] de,l'eau [14] #helsinkisustainability,#tutkimus [14] #tutkimus,#tiede [13] à,la [12] doi,10 [12] yliopisto,lakkauttaa Top Word Pairs in Tweet in G3:
[66] kiva,koulu [63] ankeimmista,kovan [63] kovan,edgyn [63] edgyn,esittämisen [63] esittämisen,muodoista [63] muodoista,itkun [63] itkun,pilkkaaminen [63] pilkkaaminen,aikamoinen [63] aikamoinen,meininki [63] meininki,kiva Top Word Pairs in Tweet in G4:
[40] oireiden,alkamisesta [39] tuli,odotettu [39] odotettu,vahvistus [39] vahvistus,media [39] media,lindenaki [39] lindenaki,ymmärrä [39] ymmärrä,hnohynek [39] hnohynek,thlorg [39] thlorg,intressiristiriita [39] intressiristiriita,rokotustenkin Top Word Pairs in Tweet in G5:
[47] maksoin,pakollisen [47] pakollisen,jäsenmaksun [47] jäsenmaksun,tampereen [47] tampereen,ylioppilaskunnalle [47] ylioppilaskunnalle,järjestölle [47] järjestölle,ajaa [47] ajaa,feminismiä [47] feminismiä,vastikkeetonta [47] vastikkeetonta,perustuloa [47] perustuloa,innokkasta Top Word Pairs in Tweet in G6:
[32] tutkimus,mrna [17] hälyttävä,tutkimus [17] mrna,covid [17] covid,piikitysten [17] piikitysten,verihyytymät [17] verihyytymät,perinteisiä [17] perinteisiä,verihyytymiä [15] thaimaassa,tehtiin [15] tehtiin,prospektiivinen [15] prospektiivinen,tutkimus Top Word Pairs in Tweet in G7:
[13] kurronens,kimmomatikainen [13] kimmomatikainen,sellainen [13] sellainen,viba [13] viba,tuossa [13] tuossa,1 [13] 1,kansan [13] kansan,päätarkoitus [13] päätarkoitus,tuottaa [13] tuottaa,veroja [13] veroja,2 Top Word Pairs in Tweet in G8:
[42] 9,2022 [32] hakuaika,päättyy [22] #tutkimus,kelafpa [21] päättyy,15 [21] 15,9 [15] tutkimus,osoittaa [14] säätiöiden,post [14] post,doc [14] doc,poolin [14] poolin,haku Top Word Pairs in Tweet in G9:
[123] karinajutila,e2_tutkimus [118] e2_tutkimus,riikkauo [117] riikkauo,yletv1 [113] yletv1,petriraivio [109] yleastudio,karinajutila [9] paikka,auki [9] pääministeri,marinin [9] marinin,juhlinta [9] simonweli,yleastudio [8] laalaalaine,yleastudio Top Word Pairs in Tweet in G10:
[18] #kokoomus,#koulutus [8] petteriorpo,anttihakkanen [7] vierailusta,rohkea [7] rohkea,ennakkoluuloton [7] ennakkoluuloton,unilut [7] unilut,tsemppiä [7] tsemppiä,maailmanvalloitukseen [7] maailmanvalloitukseen,juhissaksa [7] juhissaksa,amp [7] amp,co 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 G8:
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: