The graph represents a network of 231 Twitter users whose recent tweets contained "mindtrek", 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 Wednesday, 29 January 2020 at 14:50 UTC.
The tweets in the network were tweeted over the 7-day, 6-hour, 48-minute period from Wednesday, 22 January 2020 at 07:56 UTC to Wednesday, 29 January 2020 at 14:44 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 : 231
Unique Edges : 510
Edges With Duplicates : 468
Total Edges : 978
Number of Edge Types : 5
Mentions : 318
Replies to : 38
MentionsInRetweet : 502
Retweet : 52
Tweet : 68
Self-Loops : 68
Reciprocated Vertex Pair Ratio : 0,0852575488454707
Reciprocated Edge Ratio : 0,157119476268412
Connected Components : 15
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 211
Maximum Edges in a Connected Component : 959
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,349155
Graph Density : 0,0115000941087898
Modularity : 0,351921
NodeXL Version : 1.0.1.423
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220379
Data Import : The graph represents a network of 231 Twitter users whose recent tweets contained "mindtrek", 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 Wednesday, 29 January 2020 at 14:50 UTC.
The tweets in the network were tweeted over the 7-day, 6-hour, 48-minute period from Wednesday, 22 January 2020 at 07:56 UTC to Wednesday, 29 January 2020 at 14:44 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 : mindtrek
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:
[80] #smartmindtrek,#tscw2020 [77] smart,city [46] city,mindtrek [36] smart,cities [34] learn,more [24] mindtrek_,#conference [24] changing,world [24] mindtrek,conference [23] #conference,2020 [22] 28th,30th Top Word Pairs in Tweet in G1:
[37] #smartmindtrek,#tscw2020 [22] smart,city [15] smart,cities [14] learn,more [11] mindtrek_,#conference [10] #conference,2020 [10] city,mindtrek [9] join,mindtrek_ [9] 28th,30th [9] #mindtrek,#tscw2020 Top Word Pairs in Tweet in G2:
[18] smart,city [18] smart,cities [14] changing,world [13] #smartmindtrek,#tscw2020 [12] cities,changing [11] nordic,smart [10] pekka,sivonen [9] sivonen,businessfinland [8] brynskov,pekka [7] city,network Top Word Pairs in Tweet in G3:
[20] #smartmindtrek,#tscw2020 [9] #smartmindtrek,#smartcity [8] smart,city [8] mindtrek_,smarttampere [7] #conference,2020 [7] learn,more [7] #tscw2020,mindtrek_ [7] innoheis,#innoheis [6] #tscw2020,#smartmindtrek [6] mindtrek_,#conference Top Word Pairs in Tweet in G4:
[14] smart,city [11] city,mindtrek [8] mindtrek,conference [8] ril,suomen [8] suomen,rakennusinsinöörien [8] rakennusinsinöörien,liitto [8] liitto,finnish [8] finnish,association [8] association,civil [6] civil,engineers Top Word Pairs in Tweet in G5:
[7] #tampere,#finland [7] #cocreation,#tampere [6] mindtrek_,2020 [6] #smartcity,mindtrek_ [6] tamperekaupunki,auteroanniina [6] auteroanniina,nokia [6] insta,group [6] securitas_group,tampereuni [6] tampereuni,businesstre_fi [6] #smartcitymindtrek,offers Top Word Pairs in Tweet in G6:
[3] smart,city [3] city,mindtrek [2] mindtrek,tapahtumassa [2] mindtrek,2020 [2] international,conference [2] conference,amp [2] amp,business [2] business,expo [2] expo,#smartcity [2] #smartcity,#smartcitymindtrek Top Word Pairs in Tweet in G7:
[9] mindtrek_,#scmt [8] taking,eu_dataportal [8] eu_dataportal,eu_datasharing [8] eu_datasharing,smartcities [8] smartcities,attending [8] attending,mindtrek_ [8] #scmt,guest [8] guest,eu [8] eu,international [8] international,cities Top Word Pairs in Tweet in G8:
[3] pekka,eloranta [2] kuskiton,automaattibussi [2] automaattibussi,kuljettaa [2] kuljettaa,tamperelaisia [2] tamperelaisia,ratikkareitin [2] ratikkareitin,varrelle [2] varrelle,ehkä [2] ehkä,jo [2] jo,ensi [2] ensi,vuonna Top Word Pairs in Tweet in G9:
[3] avoimesta,datasta [2] tänään,tampereella [2] tampereella,#mindtrek [2] #mindtrek,ssä [2] ssä,kuntaliitto [2] kuntaliitto,ja [2] ja,hansel_oy [2] hansel_oy,puhumme [2] puhumme,elisakettunen [2] elisakettunen,kanssa Top Word Pairs in Tweet in G10:
[4] mindtrek,conference [4] conference,finland [3] learn,more [3] mindtrek_,featuring [3] featuring,open [3] open,tech [3] tech,expertise [3] expertise,#smartmindtrek [3] #smartmindtrek,focus [3] focus,build 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 G5:
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: