The graph represents a network of 5,485 Twitter users whose recent tweets contained "permafrost", 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, 13 November 2019 at 19:17 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 35-minute period from Monday, 04 November 2019 at 23:15 UTC to Wednesday, 13 November 2019 at 18:50 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 : 5485
Unique Edges : 6976
Edges With Duplicates : 2534
Total Edges : 9510
Self-Loops : 1847
Reciprocated Vertex Pair Ratio : 0.012671283335789
Reciprocated Edge Ratio : 0.025025461952568
Connected Components : 856
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 3403
Maximum Edges in a Connected Component : 6258
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.93728
Graph Density : 0.000228492666492463
Modularity : 0.691941
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,485 Twitter users whose recent tweets contained "permafrost", 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, 13 November 2019 at 19:17 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 35-minute period from Monday, 04 November 2019 at 23:15 UTC to Wednesday, 13 November 2019 at 18:50 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 : permafrost
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1140] fastest,warming [1133] ice,free [1125] warming,place [1125] place,earth [913] permafrost,ártico [910] derretimiento,permafrost [906] 70,años [853] ice,gone [849] arctic,1 [848] 1,95 Top Word Pairs in Tweet in G1:
[1077] fastest,warming [1069] ice,free [1068] warming,place [1068] place,earth [808] arctic,1 [808] 1,95 [808] 95,old [808] old,ice [808] ice,gone [808] gone,2 Top Word Pairs in Tweet in G2:
[204] thawing,permafrost [203] tipping,points [203] s,happening [202] permafrost,one [202] one,tipping [202] points,climate [202] climate,breakdown [202] breakdown,s [202] happening,before [202] before,very Top Word Pairs in Tweet in G3:
[353] derretimiento,permafrost [353] permafrost,ártico [351] 70,años [179] ártico,ha [179] ha,adelandado [179] adelandado,70 [179] años,#cambioclimático [172] inesperado,derretimiento [172] ártico,adelantó [172] adelantó,70 Top Word Pairs in Tweet in G4:
[8] gillesnfio,tokyo_tom [8] rogermarksmen,carlblom_robert [8] carlblom_robert,jpiersm [8] mannockdavid,barbarajdurkin [8] sylviad32911201,davidmatheson27 [8] davidmatheson27,cymaticwave [8] cymaticwave,barbaramck42 [8] barbaramck42,gwlarsson [6] rln_nelson,dawntj90 [6] dawntj90,puremoneylife Top Word Pairs in Tweet in G5:
[83] read,more [72] https,t [72] t,co [56] eroding,#permafrost [53] warmer,shorter [53] shorter,winters [53] winters,turned [53] permafrost,regions [53] regions,carbon [53] carbon,sink Top Word Pairs in Tweet in G6:
[144] permafrost,arctic [141] stores,more [141] global,warming [139] arctic,s [139] s,frozen [139] frozen,layer [139] layer,soil [139] soil,hundreds [139] hundreds,feet [139] feet,thick Top Word Pairs in Tweet in G7:
[39] 15,canadan [39] canadan,children [39] children,sued [39] sued,government [39] government,failing [39] failing,act [39] act,climate [39] climate,change [39] change,surely [39] surely,aussie Top Word Pairs in Tweet in G8:
[63] melting,permafrost [62] increasing,temperatures [62] temperatures,mean [62] mean,melting [62] permafrost,now [62] now,land [62] land,beneath [62] beneath,coastal [62] coastal,arctic [62] arctic,communities Top Word Pairs in Tweet in G9:
[24] thawing,permafrost [23] carbon,dioxide [21] new,geophysical [21] geophysical,research [21] research,letters [21] letters,carbon [21] carbon,budgets [21] budgets,climate [21] climate,simulations [21] simulations,far Top Word Pairs in Tweet in G10:
[51] siberian,permafrost [42] woolly,mammoth [42] out,siberian [42] 28,000 [22] 000,year [22] year,old [22] old,woolly [22] mammoth,dug [22] dug,out [22] permafrost,2011 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: