The graph represents a network of 3,162 Twitter users whose recent tweets contained "#GND", 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 Friday, 20 September 2019 at 18:58 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 51-minute period from Wednesday, 11 September 2019 at 03:46 UTC to Friday, 20 September 2019 at 18:38 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 : 3162
Unique Edges : 4194
Edges With Duplicates : 1109
Total Edges : 5303
Self-Loops : 373
Reciprocated Vertex Pair Ratio : 0.013355592654424
Reciprocated Edge Ratio : 0.0263591433278418
Connected Components : 244
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 2436
Maximum Edges in a Connected Component : 4272
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.591656
Graph Density : 0.000425109068639957
Modularity : 0.727896
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[624] adorable,#miniaoc [624] #miniaoc,showcasing [624] showcasing,talent [624] talent,playing [624] playing,two [624] two,roles [624] roles,#aoc [624] #aoc,#hrc [624] #hrc,hollywood [624] hollywood,smart Top Word Pairs in Tweet in G1:
[620] adorable,#miniaoc [620] #miniaoc,showcasing [620] showcasing,talent [620] talent,playing [620] playing,two [620] two,roles [620] roles,#aoc [620] #aoc,#hrc [620] #hrc,hollywood [620] hollywood,smart Top Word Pairs in Tweet in G2:
[403] #gnd,#greta [403] #greta,#kag [397] 90,plastic [397] plastic,waste [397] waste,comes [397] comes,asia [397] asia,africa [397] africa,study [397] study,journal [397] journal,environmental Top Word Pairs in Tweet in G3:
[38] #m4a,#gnd [22] 1,5 [19] #gnd,#bernie2020 [18] #democraticdebate,#demdebates [16] #gnd,jobs [16] #mfa,#gnd [15] callforcongress,rebeccaforwa [12] stand,new [12] berniesanders,ninaturner [11] new,deal Top Word Pairs in Tweet in G4:
[77] new,book [76] world,global [76] global,climate [76] climate,justice [76] justice,movement [76] movement,both [76] both,#onfire [76] #onfire,responses [76] responses,matter [76] matter,truly Top Word Pairs in Tweet in G5:
[18] #m4a,#gnd [9] #gnd,#freecollege [8] need,#gnd [8] president,trust [8] movement,necessary [8] #gnd,#m4a [7] gut,check [7] one,candidate [7] #greennewdeal,#gnd [7] aoc,#gnd Top Word Pairs in Tweet in G6:
[12] delivered,letter [10] #medicareforall,#gnd [10] win,2020 [9] #democrats,want [9] want,stop [9] stop,killing [9] killing,cows [9] cows,meaning [9] meaning,banning [9] banning,#redmeat Top Word Pairs in Tweet in G7:
[29] #climatecrisis,#climateemergency [23] #cop25,#greennewdeal [22] #climatechange,#climateaction [22] carbon,free [20] fossil,fuels [19] #solar,#wind [19] free,#nuclear [18] #energiewende,#actonclimate [18] #cop25,#climatechange [16] #greennewdeal,#energiewende Top Word Pairs in Tweet in G8:
[12] green,new [12] new,deal [11] #greennewdeal,#gnd [10] #m4a,#gnd [5] climate,change [5] #medicareforall,#gnd [4] #gnd,#bernie2020 [4] #gnd,#greennewdeal [4] 1,3 [4] #climatestrike,#gnd Top Word Pairs in Tweet in G9:
[32] cc,edmarkey [32] edmarkey,#ampfw [32] #ampfw,#gnd [11] fight,climate [11] climate,change [10] #gnd,#greennewdeal [10] co,sponsored [10] sponsored,#gnd [9] here,#philly [9] #philly,#climatestrike Top Word Pairs in Tweet in G10:
[14] #climateconfessions,#gnd [8] empty,few [8] few,aerosol [8] aerosol,cans [8] cans,air [8] air,freshener [8] freshener,back [8] back,porch [8] porch,morning [8] morning,mask Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G7:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: