The graph represents a network of 5 352 Twitter users whose recent tweets contained "koulutus OR koulu OR yliopisto OR tutkimus 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 Tuesday, 04 October 2022 at 20:15 UTC.
The tweets in the network were tweeted over the 7-day, 21-hour, 31-minute period from Monday, 26 September 2022 at 22:18 UTC to Tuesday, 04 October 2022 at 19:49 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 : 5352
Unique Edges : 8868
Edges With Duplicates : 2483
Total Edges : 11351
Number of Edge Types : 5
Replies to : 1750
Mentions : 2860
Retweet : 2823
Tweet : 1343
MentionsInRetweet : 2575
Self-Loops : 1381
Reciprocated Vertex Pair Ratio : 0,0506373937677054
Reciprocated Edge Ratio : 0,0963936636332996
Connected Components : 690
Single-Vertex Connected Components : 364
Maximum Vertices in a Connected Component : 4075
Maximum Edges in a Connected Component : 9887
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5,707854
Graph Density : 0,00031080482002023
Modularity : 0,637592
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5 352 Twitter users whose recent tweets contained "koulutus OR koulu OR yliopisto OR tutkimus 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 Tuesday, 04 October 2022 at 20:15 UTC.
The tweets in the network were tweeted over the 7-day, 21-hour, 31-minute period from Monday, 26 September 2022 at 22:18 UTC to Tuesday, 04 October 2022 at 19:49 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 : koulutus OR koulu OR yliopisto OR tutkimus 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[354] ei,ole [238] tutkimus,ja [157] lue,lisää [148] koulutus,ja [135] #tutkimus,#tiede [114] conscious,choice [114] choice,valikoiman [114] valikoiman,mekon [102] jälleen,yksi [100] koulutuksen,mallimaa Top Word Pairs in Tweet in G1:
[79] mitä,ei [77] ei,ole [77] inklusiivisuus,näköjään [77] näköjään,toimii [77] toimii,koulu [77] koulu,ihan [77] ihan,turha [77] turha,ne [77] ne,opettaa [77] opettaa,juttuja Top Word Pairs in Tweet in G2:
[33] 11,10 [30] klo,13 [28] lue,lisää [25] ei,ole [24] pieni,ketju [24] ketju,#biodiversiteetti [24] #biodiversiteetti,stä [24] stä,ja [24] ja,pikkuruisesta [24] pikkuruisesta,#tutkimus Top Word Pairs in Tweet in G3:
[82] jälleen,yksi [64] ei,ole [44] tutkimus,ja [42] joka,ei [42] koulu,keskeytynyt [41] koen,suurta [41] suurta,epäonnistumisen [41] epäonnistumisen,tunnetta [41] tunnetta,jälleen [41] yksi,perhe Top Word Pairs in Tweet in G4:
[27] yliopisto,voisi [21] #tutkimus,#tiede [18] #helsinkisustainability,#tutkimus [17] tuore,tutkimus [17] lue,lisää [17] ei,ole [15] turun,yliopisto [14] 10,2022 [13] doi,10 [12] helsingin,yliopisto Top Word Pairs in Tweet in G5:
[31] #koulu,#opehommat [20] tutkimus,jossa [20] viron,nuoret [20] nuoret,saivat [20] saivat,tuoreimmassa [20] tuoreimmassa,pisa [20] pisa,tutkimuksessa [20] tutkimuksessa,euroopan [20] euroopan,parhaat [20] parhaat,pisteet Top Word Pairs in Tweet in G6:
[29] näin,vaalien [29] vaalien,alla [29] alla,niin [29] niin,moni [29] moni,poliitikko [29] poliitikko,kiinnostunut [29] kiinnostunut,koulutuksesta [29] koulutuksesta,että [29] että,riviopettajaa [29] riviopettajaa,pelottaa Top Word Pairs in Tweet in G7:
[27] ei,ole [19] education,glance [16] #amk,#yliopisto [14] oecd,education [12] #koulutus,tason [12] salaisuuksien,jäljillä [11] #yliopisto,#koulutus [10] lue,lisää [10] #koulutus,#korkeakoulutus [10] #korkeakoulutus,#amk Top Word Pairs in Tweet in G8:
[52] suuri,ja [52] ja,kansainvälinen [52] kansainvälinen,epäilen [52] epäilen,että [52] että,asialla [52] asialla,oli [52] oli,tutkimus [52] tutkimus,tällä [52] tällä,kyselyllä [52] kyselyllä,kerätään Top Word Pairs in Tweet in G9:
[31] työkyvyn,tuki [31] tuki,koulutus [24] maksuton,työkyvyn [23] yli,55 [20] tutkimus,ja [20] 55,vuotiaita [19] alan,opiskelijoille [16] tutkimus,osoittaa [16] työkyvyn,tuen [15] etkinfo,tutkimus Top Word Pairs in Tweet in G10:
[12] ei,ole [10] lue,lisää [10] tutkimus,ja [10] tutkijoiden,yössämme [10] yössämme,kävi [10] kävi,kolmisentuhatta [10] kolmisentuhatta,vierailijaa [10] vierailijaa,kiitos [10] kiitos,kaikille [10] kaikille,osallistujille 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 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 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: