The graph represents a network of 7 561 Twitter users whose recent tweets contained "tiede OR tutkimus OR koulutus OR opetus", 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 Sunday, 23 October 2022 at 12:36 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 53-minute period from Friday, 14 October 2022 at 20:10 UTC to Sunday, 23 October 2022 at 12:03 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 : 7561
Unique Edges : 10862
Edges With Duplicates : 2465
Total Edges : 13327
Number of Edge Types : 5
Retweet : 3071
Replies to : 3010
Mentions : 3714
MentionsInRetweet : 1743
Tweet : 1789
Self-Loops : 1832
Reciprocated Vertex Pair Ratio : 0,0312225582983706
Reciprocated Edge Ratio : 0,0605544516983631
Connected Components : 1209
Single-Vertex Connected Components : 505
Maximum Vertices in a Connected Component : 4621
Maximum Edges in a Connected Component : 10091
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 8,676067
Graph Density : 0,000184898277081851
Modularity : 0,686783
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 7 561 Twitter users whose recent tweets contained "tiede OR tutkimus OR koulutus OR opetus", 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 Sunday, 23 October 2022 at 12:36 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 53-minute period from Friday, 14 October 2022 at 20:10 UTC to Sunday, 23 October 2022 at 12:03 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 : tiede OR tutkimus OR koulutus OR opetus
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:
[408] de,la [394] ei,ole [216] ne,pas [212] la,france [209] être,tiède [208] pas,être [208] quand,je [207] de,ne [206] tiède,la [203] la,société Top Word Pairs in Tweet in G1:
[70] uusi,tutkimus [65] ei,ole [57] tutkimus,osoittaa [56] osoittaa,että [51] se,vain [51] vain,yksi [50] lähes,kaikki [50] rokotteista,siksi [50] covid,rokotteista [50] pitää,laittaa Top Word Pairs in Tweet in G2:
[123] ei,ole [53] pari,sanaa [53] sanaa,hsfi [53] #woke,jutusta [53] #tiede,sivuillaan [53] #journalismi,#kulttuurisota [53] julkaisemasta,erikoisesta [53] jutusta,#tutkimus [53] tänään,#tiede [53] erikoisesta,#woke Top Word Pairs in Tweet in G3:
[122] न,टवर [121] न,म [120] क,न [120] त,आह [102] opetus,toimistoelämän [101] toimistoelämän,parantamiseksi [100] signagere,taulut [99] parantamiseksi,tv [98] tv,ohjelmat [97] ohjelmat,signagere Top Word Pairs in Tweet in G4:
[46] ei,ole [45] muun,maailman [45] koko,muun [30] ja,nyt [29] suuremmat,kuin [29] päästöt,ovat [29] kiinan,päästöt [29] maailman,yhteensä [29] ovat,suuremmat [28] ja,koko Top Word Pairs in Tweet in G5:
[25] tutkimus,ja [21] tiede,ja [15] 27,10 [14] lue,lisää [12] 24,10 [9] lukuvuonna,10 [9] ssa,vietetään [9] #yliopisto,opetusta [9] lue,opettajien [9] juhlia,lue Top Word Pairs in Tweet in G6:
[25] ei,ole [20] ja,koulutus [11] osaaminen,ja [11] kovin,woke [11] infra,ja [11] pelastuslaitos,rajavartio [11] vesi,infra [11] hallinto,ja [11] koulutus,terveydenhoito [11] ammatillinen,koulutus Top Word Pairs in Tweet in G7:
[19] tutkimus,ja [16] etmury,duunarit [16] sttkmikonkatu,elinkeinoelama [16] duunarit,akavary [16] e2_tutkimus,etmury [16] akavary,sttkmikonkatu [13] lue,lisää [13] kaikille,avoin [12] ja,innovaatio [12] turvallisempi,koti Top Word Pairs in Tweet in G8:
[200] de,la [196] de,porter [196] porter,une [196] la,société [196] une,conception [196] quand,je [196] de,marianne [196] ne,pas [196] marianne,l'accusait [196] je,publiais Top Word Pairs in Tweet in G9:
[20] benjaminpitkane,sryhma [15] ei,ole [9] woke,pisteet [9] korkeat,woke [9] pisteet,saaneilla [9] saaneilla,enemmän [8] en,ole [7] wokeja,en [7] luonnontieteellisesti,suuntautuneita [7] pohjalle,ei Top Word Pairs in Tweet in G10:
[19] ei,ole [7] koulutus,ja [6] mielenterveysongelmista,ja [5] oppositio,syyttää [5] muista,vaikeuksista [5] katsomisen,paikka [5] syyttää,hallitusta [5] ei,suomen [5] ja,muista [5] nyt,oppositio Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: