The graph represents a network of 5 701 Twitter users whose recent tweets contained "tiede OR opetus OR koulutus OR yliopisto OR korkeakoulu OR akatemia OR tutkimus lang:fi", 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, 16 April 2021 at 11:21 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 43-minute period from Thursday, 08 April 2021 at 11:02 UTC to Friday, 16 April 2021 at 10:45 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 : 5701
Unique Edges : 10955
Edges With Duplicates : 3556
Total Edges : 14511
Number of Edge Types : 5
Replies to : 1553
Mentions : 3796
Retweet : 3711
MentionsInRetweet : 3781
Tweet : 1670
Self-Loops : 1711
Reciprocated Vertex Pair Ratio : 0,0497870326549929
Reciprocated Edge Ratio : 0,0948516815435939
Connected Components : 714
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 4477
Maximum Edges in a Connected Component : 12957
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5,371799
Graph Density : 0,00034130669596285
Modularity : 0,594371
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5 701 Twitter users whose recent tweets contained "tiede OR opetus OR koulutus OR yliopisto OR korkeakoulu OR akatemia OR tutkimus lang:fi", 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, 16 April 2021 at 11:21 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 43-minute period from Thursday, 08 April 2021 at 11:02 UTC to Friday, 16 April 2021 at 10:45 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 : tiede OR opetus OR koulutus OR yliopisto OR korkeakoulu OR akatemia OR tutkimus lang:fi
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 Color : Out-Degree
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[113] helsingin,yliopisto [112] 4,klo [109] 4,2021 [88] tuore,tutkimus [80] #tiede,#tutkimus [76] https,t [76] t,co [69] 1,x [65] 14,4 [63] pitkäjänteiset,#tutkimus Top Word Pairs in Tweet in G1:
[57] suomi,erottuu [57] erottuu,verrokkimaistaan [57] verrokkimaistaan,huolestuttavalla [57] huolestuttavalla,katsotaan [57] katsotaan,julkisen [57] julkisen,#yliopisto'rahoituksen [57] #yliopisto'rahoituksen,kehitystä [57] kehitystä,2008 [57] 2008,2019 [57] 2019,pitkäjänteiset Top Word Pairs in Tweet in G2:
[40] taide,tiede [39] tiede,viihdealan [38] ehdoton,urheiluruutu [38] urheiluruutu,perutaan [38] perutaan,tilalle [38] tilalle,ohjelmia [38] ohjelmia,esitellään [38] esitellään,kulttuuri [38] kulttuuri,taide [38] viihdealan,ihmisiä Top Word Pairs in Tweet in G3:
[52] x,#factcheck [48] helsingin,sanomien [48] sanomien,artikkeli [48] artikkeli,sisältää [48] sisältää,virheellisiä [48] virheellisiä,väitteitä [48] väitteitä,mukaanlukien [48] mukaanlukien,otsikon [48] otsikon,pääväite [48] pääväite,1 Top Word Pairs in Tweet in G4:
[17] helsingin,yliopisto [11] itä,suomen [9] suomen,yliopisto [9] yliopisto,poistaa [8] ammatillinen,koulutus [8] aalto,yliopisto [8] yliopisto,sulkea [7] tuore,tutkimus [7] vaasan,yliopisto [7] yliopisto,lopettaa Top Word Pairs in Tweet in G5:
[45] 1,10 [30] tiede,olekaan [30] olekaan,hesarin [30] hesarin,pääkirjoituksia [30] pääkirjoituksia,korjaava [30] korjaava,prosessi [26] suomi,maailman [26] maailman,onnellisin [26] onnellisin,maa [26] maa,sanoo Top Word Pairs in Tweet in G6:
[20] aalto,yliopisto [20] yliopisto,vtt [20] vtt,helsingin [20] helsingin,tampereen [20] tampereen,yliopistot [20] yliopistot,tuottavat [20] tuottavat,startup [20] startup,yrityksiä [20] yrityksiä,businessfinland [20] businessfinland,selvitti Top Word Pairs in Tweet in G7:
[15] 20,4 [13] 26,4 [12] 15,29 [12] 29,vuotiailla [12] vuotiailla,helsinkiläisnuorilla [12] helsinkiläisnuorilla,kesänä [12] kesänä,mahdollisuus [12] mahdollisuus,kokeilla [12] kokeilla,yrittäjyyttä [12] yrittäjyyttä,kesäyrittäjyysohjelmaan Top Word Pairs in Tweet in G8:
[8] tommirautio,mikarantane [7] peikko763,mvirtanen [7] pekkarahko,pekka_kangas [7] pekka_kangas,torvinenmarkku [7] mikarantane,ossitiihonen [7] ossitiihonen,ilmartim [7] ilmartim,coolsensus [7] coolsensus,koponentuomas [7] koponentuomas,xxxeerh [7] xxxeerh,tutkija5 Top Word Pairs in Tweet in G9:
[15] tuomaskoson,vatt_tutkimus [10] vatt_tutkimus,ptlaitos [7] etlan,tutkimus [7] tutkimus,toteaa [7] toteaa,koordinoidut [7] koordinoidut,neuvottelujärjestelmät [7] neuvottelujärjestelmät,korkeaan [7] korkeaan,työllisyysasteeseen [7] työllisyysasteeseen,pienempiin [7] pienempiin,palkkaeroihin Top Word Pairs in Tweet in G10:
[16] matalin,osallisuuden [16] osallisuuden,kokemus [9] 4,2021 [9] lemstromanna,isyyh [8] missiomme,intohimona [8] intohimona,ihmisenä [8] ihmisenä,kasvaminen [8] kasvaminen,ymmärrys [8] ymmärrys,ihmisen [8] ihmisen,keskeneräisyydestä 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: