The graph represents a network of 1 386 Twitter users whose recent tweets contained "#markkinointi OR #mainonta OR #kauppa OR #talous", 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, 10 May 2020 at 13:31 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 10-minute period from Saturday, 02 May 2020 at 00:45 UTC to Sunday, 10 May 2020 at 12:55 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 : 1388
Unique Edges : 2266
Edges With Duplicates : 1029
Total Edges : 3295
Number of Edge Types : 5
Mentions : 589
Retweet : 1075
Replies to : 113
Tweet : 735
MentionsInRetweet : 783
Self-Loops : 754
Reciprocated Vertex Pair Ratio : 0,0547550432276657
Reciprocated Edge Ratio : 0,103825136612022
Connected Components : 263
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 881
Maximum Edges in a Connected Component : 2573
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4,956774
Graph Density : 0,00114068678070764
Modularity : 0,60531
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 1 386 Twitter users whose recent tweets contained "#markkinointi OR #mainonta OR #kauppa OR #talous", 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, 10 May 2020 at 13:31 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 10-minute period from Saturday, 02 May 2020 at 00:45 UTC to Sunday, 10 May 2020 at 12:55 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 : #markkinointi OR #mainonta OR #kauppa OR #talous
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[137] #koronafi,#talous [114] #korona,#talous [89] ei,ole [84] #koronavirus,#koronafi [78] #talous,#politiikka [77] taloudellisia,vaikutuksia [74] #koronakriisi,#talous [71] #politiikka,#talous [70] #talous,#koronakriisi [59] koronakriisin,taloudellisia Top Word Pairs in Tweet in G1:
[8] helsingin,kaupunginmuseo [8] kaupunginmuseo,#talous [7] #koronakriisi,#talous [7] #korona,#talous [7] lue,lisää [7] talous,osakekaupan [6] ei,ole [5] #sijoittaminen,#talous [5] #mainonta,#markkinointi [5] osakekaupan,myymälä Top Word Pairs in Tweet in G2:
[86] #koronafi,#talous [76] #koronavirus,#koronafi [75] taloudellisia,vaikutuksia [57] koronakriisin,taloudellisia [47] #talous,vesa_vihriala [36] julkisen,talouden [32] vaikutuksia,selvittäneen [30] #koronavirus,#talous [30] lue,lisää [28] yritystukivaiheen,ja Top Word Pairs in Tweet in G3:
[18] #korona,#talous [11] #korona,viruksen [11] viruksen,taltuttamisen [11] taltuttamisen,seurauksena [11] seurauksena,talouttamme [11] talouttamme,kohdannut [11] kohdannut,samanaikaisesti [11] samanaikaisesti,ennennäkemätön [11] ennennäkemätön,tarjonta [11] tarjonta,kysyntä Top Word Pairs in Tweet in G4:
[13] #talous,#koronakriisi [9] #politiikka,#talous [7] kauppalehden,palstalle [7] palstalle,joku [7] joku,listannut [7] listannut,osuvasti [7] osuvasti,tilannekuvaa [7] tilannekuvaa,hyvällä [7] hyvällä,pohjalla [7] pohjalla,tilanne Top Word Pairs in Tweet in G5:
[38] #korona,#talous [31] emme,rakenna [31] rakenna,suomen [31] suomen,taloudellista [31] taloudellista,tulevaisuutta [31] tulevaisuutta,sillä [31] sillä,että [31] että,koronaelvytyksellä [31] koronaelvytyksellä,rakennetaan [31] kattava,pyöräilybaana Top Word Pairs in Tweet in G6:
[12] #ekokriisi,#ilmastokriisi [12] maksuton,#koulutus [12] #koulutus,vastalääke [12] vastalääke,luokkayhteiskunnalle [12] luokkayhteiskunnalle,eivätkä [12] eivätkä,#lukukausimaksut [12] #lukukausimaksut,kuulu [12] kuulu,suomeen [12] suomeen,kyse [12] kyse,hyvinvoivan Top Word Pairs in Tweet in G7:
[15] #koronavirusfi,#koronafi [12] #mainonta,#markkinointi [11] #koronafi,#talous [11] hok,elanto [11] elanto,muistuttaa [11] muistuttaa,turvavälistä [11] turvavälistä,optisen [11] optisen,harhan [11] harhan,avulla [11] avulla,mainos Top Word Pairs in Tweet in G8:
[16] #koronakysely,#koronaexit [12] talouskriisin,hoitoon [12] ei,ole [11] #korona,#talous [10] #koronakriisi,#talous [9] epidemian,hoito [9] hoito,ja [9] ja,talouskriisin [9] talouskriisin,hoito [9] hoito,eivät Top Word Pairs in Tweet in G9:
[14] #talous,#koronakriisi [13] #politiikka,#talous [11] #koronakriisi,#talous [8] #talous,#politiikka [7] veronkiristykset,olisivat [7] olisivat,myrkkyä [7] myrkkyä,ex [7] ex,pääministeri [7] pääministeri,juha [7] juha,sipilä Top Word Pairs in Tweet in G10:
[32] nopea,tukahduttaminen [24] koronaepidemia,aiheuttaa [24] aiheuttaa,valtavia [24] valtavia,taloudellisia [24] taloudellisia,menetyksiä [24] menetyksiä,viruksen [24] viruksen,vaikutukset [24] vaikutukset,talouteen [24] talouteen,eivät [24] eivät,kuitenkaan 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 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: