The graph represents a network of 7,551 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 Saturday, 04 December 2021 at 15:06 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 46-minute period from Thursday, 25 November 2021 at 23:44 UTC to Saturday, 04 December 2021 at 14:31 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 : 7551
Unique Edges : 12036
Edges With Duplicates : 2841
Total Edges : 14877
Number of Edge Types : 5
Mentions : 3825
Tweet : 1848
Retweet : 3629
Replies to : 2464
MentionsInRetweet : 3111
Self-Loops : 1891
Reciprocated Vertex Pair Ratio : 0.0401158707865169
Reciprocated Edge Ratio : 0.0771373111654992
Connected Components : 1222
Single-Vertex Connected Components : 571
Maximum Vertices in a Connected Component : 4199
Maximum Edges in a Connected Component : 10603
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.517014
Graph Density : 0.000207840547412255
Modularity : 0.677235
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,551 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 Saturday, 04 December 2021 at 15:06 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 46-minute period from Thursday, 25 November 2021 at 23:44 UTC to Saturday, 04 December 2021 at 14:31 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 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 Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[348] de,la [328] d'eau,tiède [313] l'eau,tiède [261] eau,tiède [176] l,eau [162] la,france [152] à,la [142] de,l'eau [129] c,est [125] de,l Top Word Pairs in Tweet in G1:
[64] #tiede,#tutkimus [50] 2015,2019 [50] asui,2019 [50] 2019,lopussa [50] lopussa,helsingin [50] helsingin,seudulla [50] 1,turun [50] 5,8 [50] 8,keskisuurella [50] mdifriends,#koulutus Top Word Pairs in Tweet in G2:
[45] tuoreessa,lääkärilehdessä [45] lääkärilehdessä,dekaani [45] dekaani,rrenkone [45] rrenkone,johdolla [45] johdolla,prof [45] prof,myllarni [45] myllarni,kirjoitimme [45] kirjoitimme,koronaviruksen [45] koronaviruksen,ilmateitse [45] ilmateitse,leviämisestä Top Word Pairs in Tweet in G3:
[35] de,la [31] eau,tiède [30] l'eau,tiède [28] l,eau [16] c,est [15] 12,2021 [14] de,l'eau [13] tiède,de [13] de,l [12] à,la Top Word Pairs in Tweet in G4:
[97] tiesitkö,mika [97] mika,rämet [97] rämet,tekee [97] tekee,lasten [97] lasten,lääketutkimusta [97] lääketutkimusta,pfizerille [97] pfizerille,rokotetutkimuskeskuksessa [97] rokotetutkimuskeskuksessa,tre [97] tre,yliopisto [97] yliopisto,gates Top Word Pairs in Tweet in G5:
[253] de,la [154] la,france [120] à,la [117] d'eau,tiède [109] je,pense [107] l'eau,tiède [107] eau,tiède [104] la,droite [104] pense,que [82] est,pas Top Word Pairs in Tweet in G6:
[38] ekofasismi,perustui [38] perustui,linkolalla [38] linkolalla,lukenut [38] lukenut,tutkimus [38] tutkimus,asiakirjallisuutta [38] asiakirjallisuutta,nykyäänkin [38] nykyäänkin,ekofasistisia [38] ekofasistisia,aatteita [38] aatteita,kannattavat [38] kannattavat,ainoastaan Top Word Pairs in Tweet in G7:
[12] tiede,vitun [12] vitun,harhaanjohtavaa [12] harhaanjohtavaa,some [12] some,2021 [8] elonvaalijat,ry [8] ry,n [8] voima,kustannus [5] epäsuosittu,mielipide [5] mielipide,mielestäni [5] mielestäni,korkeakoulu Top Word Pairs in Tweet in G8:
[14] tutkimus,julki [14] valmiita,maksamaan [13] julki,suomalaiset [13] suomalaiset,valmiita [12] maksamaan,bensiinistä [12] bensiinistä,2 [12] 2,45 [11] 45,2 [11] 2,46 [11] 46,euroa Top Word Pairs in Tweet in G9:
[18] #yliopisto,#tiede [17] #tiede,#tampere [16] haku,villa [16] villa,lanten [16] lanten,tutkimusresidenssiin [16] tutkimusresidenssiin,syksylle [16] syksylle,auki [16] auki,#tutkimus [16] #tutkimus,#residenssi [16] #residenssi,#haenyt Top Word Pairs in Tweet in G10:
[154] d'eau,tiède [108] avis,aux [108] aux,livreurs [108] livreurs,d'eau [108] tiède,l'annonce [108] l'annonce,de [108] de,candidature [108] candidature,de [108] de,#zemmour [108] #zemmour,plus 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: