The graph represents a network of 387 Twitter users whose recent tweets contained "#palvelumuotoilu OR #valmennus OR #robotiikka OR #tekoäly", 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, 11 November 2019 at 14:09 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 34-minute period from Saturday, 02 November 2019 at 17:22 UTC to Monday, 11 November 2019 at 13:56 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 : 389
Unique Edges : 570
Edges With Duplicates : 547
Total Edges : 1117
Number of Edge Types : 4
Replies to : 68
Mentions : 672
Tweet : 141
Retweet : 236
Self-Loops : 143
Reciprocated Vertex Pair Ratio : 0,103508771929825
Reciprocated Edge Ratio : 0,187599364069952
Connected Components : 100
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 108
Maximum Edges in a Connected Component : 331
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3,881041
Graph Density : 0,00416743964169295
Modularity : 0,516466
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 387 Twitter users whose recent tweets contained "#palvelumuotoilu OR #valmennus OR #robotiikka OR #tekoäly", 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, 11 November 2019 at 14:09 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 34-minute period from Saturday, 02 November 2019 at 17:22 UTC to Monday, 11 November 2019 at 13:56 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 : #palvelumuotoilu OR #valmennus OR #robotiikka OR #tekoäly
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:
[32] #teko,#releasing22ndnovember [32] #releasing22ndnovember,nispalsingh [21] nispalsingh,srabantismile [20] abhimanyumuk,savvygupta [20] ই,র [18] srabantismile,#ritwickchakraborty [18] #ritwickchakraborty,abhimanyumuk [17] bihunrebusena,ainindewi [17] ainindewi,belindch [17] belindch,lrstdw_ Top Word Pairs in Tweet in G1:
[13] #robotiikka,#roboreelhanke [9] 21,11 [9] robotics,stagella [9] turun,ammatti [9] ammatti,instituutin [9] instituutin,robotiikka [9] robotiikka,aamupäivässä [8] #teknologia19,messuilla [7] ja,#tekoäly [7] #robotiikka,#pkyritykset Top Word Pairs in Tweet in G2:
[4] bentuk,tabung [4] tabung,gas [4] haemme,tuotepäällikköä [3] tuotepäällikköä,seureen [3] seureen,helsinkiin [3] helsinkiin,tule [3] tule,kehittämään [3] kehittämään,täysin [3] täysin,uudenlaisia [3] uudenlaisia,palveluratkaisuja Top Word Pairs in Tweet in G3:
[32] #teko,#releasing22ndnovember [32] #releasing22ndnovember,nispalsingh [21] nispalsingh,srabantismile [20] abhimanyumuk,savvygupta [20] ই,র [18] srabantismile,#ritwickchakraborty [18] #ritwickchakraborty,abhimanyumuk [17] nispalsingh,#ritwickchakraborty [17] #ritwickchakraborty,srabantismile [16] প,রত Top Word Pairs in Tweet in G4:
[7] erilaisia,kehittämishankkeita [7] kehittämishankkeita,riittää [7] riittää,mutta [7] mutta,mitä [7] mitä,niistä [7] niistä,lopulta [7] lopulta,jää [7] jää,käteen [7] käteen,marijsaa [7] marijsaa,kirjoittaa Top Word Pairs in Tweet in G5:
[11] #ai,#iot [11] #iot,#5g [6] #5g,#robotiikka [5] #robotiikka,#digitalisaatio [4] niin,toisiinsa [4] voi,erottaa [4] erottaa,toisistaan [4] jarnolim,fingrid_oyj [4] fingrid_oyj,ciniafinland [4] ciniafinland,saarimaki Top Word Pairs in Tweet in G6:
[6] nuoruuspakkaus,#innovaatiokilpailu [6] #innovaatiokilpailu,käynnissä [6] käynnissä,nyt [6] nyt,myös [6] myös,savonlinnassa [6] savonlinnassa,samiedun [6] samiedun,oppilaat [6] oppilaat,pääsevät [6] pääsevät,kehittämään [6] kehittämään,kelan Top Word Pairs in Tweet in G7:
[4] sukellamme,osallistamisen [4] osallistamisen,haasteisiin [4] haasteisiin,jamsank [4] jamsank,henkilöstön [4] henkilöstön,#palvelumuotoilu [4] #palvelumuotoilu,koulutuksessa [4] koulutuksessa,oppia [4] oppia,lisää [4] lisää,palvelumpalo [4] palvelumpalo,piiainnanen Top Word Pairs in Tweet in G8:
[17] bihunrebusena,ainindewi [17] ainindewi,belindch [17] belindch,lrstdw_ [16] alyapedia,abdviking [16] abdviking,bihunrebusena [15] lrstdw_,umbi2an [11] anjunyoanjun,alyapedia [5] taliudeng,afiffuads [5] ajunsii,alyapedia [5] ajunsii,abdviking Top Word Pairs in Tweet in G9:
[4] yliopistojen,ja [4] ja,korkeakoulujen [4] korkeakoulujen,opiskelijoille [4] opiskelijoille,suunnatun [4] suunnatun,ällistyttävät [4] ällistyttävät,robotit [4] robotit,kilpailun [4] kilpailun,voittajaksi [4] voittajaksi,valittu [4] valittu,metropolia'n Top Word Pairs in Tweet in G10:
[7] mahdollisuus,vaikuttaa [7] vaikuttaa,omiin [7] omiin,työkaluihin [7] työkaluihin,toiminnallisissa [7] toiminnallisissa,piloteissa [7] piloteissa,käyttökokemuksen [7] käyttökokemuksen,kehittyminen [7] kehittyminen,varmistetaan [7] varmistetaan,keräämällä [7] keräämällä,palautetta Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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 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: