The graph represents a network of 547 Twitter users whose recent tweets contained "tyoevoimapula", 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 Monday, 27 September 2021 at 17:42 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 56-minute period from Saturday, 18 September 2021 at 10:39 UTC to Monday, 27 September 2021 at 17:36 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 : 547
Unique Edges : 612
Edges With Duplicates : 58
Total Edges : 670
Number of Edge Types : 5
Mentions : 123
Retweet : 248
Tweet : 105
Replies to : 141
MentionsInRetweet : 53
Self-Loops : 109
Reciprocated Vertex Pair Ratio : 0,018796992481203
Reciprocated Edge Ratio : 0,03690036900369
Connected Components : 119
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 260
Maximum Edges in a Connected Component : 359
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4,911317
Graph Density : 0,00181476049848993
Modularity : 0,768541
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 547 Twitter users whose recent tweets contained "tyoevoimapula", 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 Monday, 27 September 2021 at 17:42 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 56-minute period from Saturday, 18 September 2021 at 10:39 UTC to Monday, 27 September 2021 at 17:36 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 : tyoevoimapula
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:
[56] siltä,että [50] onko,suomessa [50] suomessa,#työvoimapula [50] #työvoimapula,vai [50] vai,eikö [49] ehdoilla,ja [48] eikö,ole [48] ole,työnantajien [48] työnantajien,mukaan [48] mukaan,ja Top Word Pairs in Tweet in G1:
[7] ei,ole [6] ja,työvoimapula [5] työvoimapula,ajoi [5] ajoi,kotihoidon [5] kotihoidon,kriisin [5] kriisin,partaalle [4] partaalle,hoitaja [4] hoitaja,painaa [4] painaa,tuplavuoroa [4] tuplavuoroa,eikä Top Word Pairs in Tweet in G2:
[46] onko,suomessa [46] suomessa,#työvoimapula [46] #työvoimapula,vai [46] vai,eikö [46] eikö,ole [46] ole,työnantajien [46] työnantajien,mukaan [46] mukaan,ja [46] ja,kirkuva [46] kirkuva,insinööriliiton Top Word Pairs in Tweet in G3:
[34] matalapalkka,aloille [33] pian,kuulemme [33] kuulemme,taas [33] taas,miten [33] miten,työvoimapula [33] työvoimapula,huutava [33] huutava,eikä [33] eikä,mikään [33] mikään,muu [33] muu,auta Top Word Pairs in Tweet in G4:
[10] työvoimapula,konkretisoituu [10] konkretisoituu,arjessa [10] arjessa,kun [10] kun,lasten [10] lasten,koulusta [10] koulusta,tuli [10] tuli,viesti [10] viesti,että [10] että,kouluruokailussa [10] kouluruokailussa,joudutaan Top Word Pairs in Tweet in G5:
[5] kun,urheiluseura [5] urheiluseura,maksaa [5] maksaa,talkoista [5] talkoista,enemmän [5] enemmän,tunnilta [5] tunnilta,kuin [5] kuin,#kuntatyönantaja [5] #kuntatyönantaja,kehitysvammaisten [5] kehitysvammaisten,ohjaajalle [5] ohjaajalle,niin Top Word Pairs in Tweet in G6:
[7] tämä,masentavaa [7] masentavaa,näitä [7] näitä,maasta [7] maasta,ajettujen [7] ajettujen,korkeakoulutettujen [7] korkeakoulutettujen,osaajien [7] osaajien,tapauksia [7] tapauksia,kuulee [7] kuulee,nyt [7] nyt,monta Top Word Pairs in Tweet in G7:
[17] ei,ollut [16] kyytipalvelut,lyft [16] lyft,ja [16] ja,uber [16] uber,ovat [16] ovat,nostaneet [16] nostaneet,hintojaan [16] hintojaan,koska [16] koska,sijoittajat [16] sijoittajat,haluavat Top Word Pairs in Tweet in G8:
[4] työvoimapula,ei [3] ei,koske [3] koske,vain [3] vain,erityisosaajia [3] erityisosaajia,vaan [3] vaan,pulaa [3] pulaa,väestä [3] väestä,ihan [3] ihan,kaikenlaisiin [3] kaikenlaisiin,töihin Top Word Pairs in Tweet in G9:
[6] suosittelen,kuuntelemaan [6] kuuntelemaan,punakulma [6] punakulma,podcastia [6] podcastia,tuoreimmassa [6] tuoreimmassa,jaksossa [6] jaksossa,pamliitto [6] pamliitto,puheenjohtaja [6] puheenjohtaja,ronnisallinen [6] ronnisallinen,vieraana [6] vieraana,aiheina Top Word Pairs in Tweet in G10:
[4] tem_uutiset,ammattibarometri [3] #työvoimapula,edelleen [3] edelleen,pahinta [3] pahinta,sosiaali [3] sosiaali,ja [3] ja,terveysalan [3] terveysalan,ammateissa [2] tuore,tem_uutiset [2] ammattibarometri,kolmen [2] kolmen,kärjessä Top Replied-To in Entire Graph:
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 G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
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: