The graph represents a network of 360 Twitter users whose recent tweets contained "@UPMGlobal OR #UPM OR #biofore OR #beyondfossils OR @UPMSuomi", 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 Thursday, 22 August 2019 at 21:31 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 48-minute period from Tuesday, 13 August 2019 at 13:29 UTC to Thursday, 22 August 2019 at 21:18 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 : 360
Unique Edges : 580
Edges With Duplicates : 548
Total Edges : 1128
Self-Loops : 97
Reciprocated Vertex Pair Ratio : 0.0509259259259259
Reciprocated Edge Ratio : 0.0969162995594714
Connected Components : 50
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 232
Maximum Edges in a Connected Component : 901
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.035676
Graph Density : 0.00526926648096565
Modularity : 0.506349
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[26] https,t [26] t,co [26] fsc_finland,upmsuomi [25] forest,film [24] upmglobal,radiozsm [24] mvotma_uruguay,miem_uruguay [24] miem_uruguay,mtssuy [24] film,label [24] label,material [21] radiozsm,mvotma_uruguay Top Word Pairs in Tweet in G1:
[23] forest,film [23] film,label [23] label,material [20] material,developed [20] developed,collaboration [20] replace,traditional [20] traditional,fossil [20] fossil,based [20] based,virgin [20] virgin,materials Top Word Pairs in Tweet in G2:
[10] upmpulp,upmglobal [8] #pulp,mill [6] audiencia,conciliación [6] conciliación,jueves [6] jueves,15 [6] 15,agosto [6] agosto,2019 [6] 2019,completa [6] completa,citante [6] citante,movimiento Top Word Pairs in Tweet in G3:
[4] #obra,teatral [4] teatral,pour [4] pour,galerie [4] galerie,cientos [4] cientos,pymes [4] pymes,cerraron [4] cerraron,empresas [4] empresas,lacteas [4] lacteas,quebradas [4] quebradas,arroz Top Word Pairs in Tweet in G4:
[8] unidos,padre [8] padre,miguel [8] mauritius,durban [4] mobility,programme [4] programme,mauritius [4] interdisciplinary,approach [4] approach,mauritius [4] durban,stay [4] #upm,#phupm [4] #phupm,#maudurmobility Top Word Pairs in Tweet in G5:
[12] movus_uy,oriental770 [10] paraempezardia,uruguay2035 [10] uruguay2035,movus_uy [8] oriental770,tenemos [8] tenemos,pensar [8] pensar,tesoro [8] tesoro,más [8] más,uruguay [8] uruguay,posee [8] posee,agua Top Word Pairs in Tweet in G6:
[13] kehitys,ja [13] ja,kestävä [13] kestävä,käyttö [13] metsayhdistysry,ja [13] ja,4hsuomi [12] miten,puut [12] puut,sitovat [12] sitovat,ilmakehästä [12] ilmakehästä,hiiltä [12] hiiltä,yhteyttäessään Top Word Pairs in Tweet in G7:
[24] upmglobal,radiozsm [24] mvotma_uruguay,miem_uruguay [24] miem_uruguay,mtssuy [21] radiozsm,mvotma_uruguay [7] mil,hectáreas [7] políticas,públicas [7] upmglobal,#gobiernodecercanía [6] #ahora,autoridades [6] mtssuy,lumin [5] mtssuy,ute_comcorp Top Word Pairs in Tweet in G8:
[10] va,concretando [10] concretando,#upm [10] #upm,hipotecando [10] hipotecando,futuro [10] futuro,cual [10] cual,van [10] van,hacerse [10] hacerse,cargo [10] cargo,hacer [10] hacer,política Top Word Pairs in Tweet in G9:
[14] تأمين,القبولات [14] القبولات,الجامعية [14] الجامعية,في [14] في,ماليزيا [14] ماليزيا,#بكالوريوس [14] #بكالوريوس,#ماجستير [14] #ماجستير,#دكتورا [14] #دكتورا,تواصل [14] تواصل,عبر [14] عبر,الواتس Top Word Pairs in Tweet in G10:
[23] fsc_finland,upmsuomi [10] nissinenmarkus,fsc_finland [8] anttijaarni,fsc_finland [7] tommihakala3,jupex75 [7] jupex75,anttijaarni [5] ei,ole [5] jos,#pefc [5] #pefc,metsänomistaja [5] metsänomistaja,haluaa [5] haluaa,avohakkuun 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 G6:
Top Replied-To in G7:
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 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: