The graph represents a network of 9,824 Twitter users whose recent tweets contained "#DemocraticSocialism", 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, 13 June 2019 at 02:19 UTC.
The tweets in the network were tweeted over the 3-hour, 36-minute period from Wednesday, 12 June 2019 at 19:15 UTC to Wednesday, 12 June 2019 at 22:52 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 : 9824
Unique Edges : 13550
Edges With Duplicates : 6741
Total Edges : 20291
Self-Loops : 1719
Reciprocated Vertex Pair Ratio : 0.00115985535921403
Reciprocated Edge Ratio : 0.00231702330652855
Connected Components : 497
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 9204
Maximum Edges in a Connected Component : 19591
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.199695
Graph Density : 0.000152060360896003
Modularity : 0.484242
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1645] bill,rights [1594] economic,bill [1475] corporate,socialism [1324] donald,trump [1245] economic,freedom [1238] health,care [1227] freedom,#democraticsocialism [1226] freedom,without [1226] without,economic [1225] berniesanders,freedom Top Word Pairs in Tweet in G1:
[913] freedom,without [913] without,economic [913] economic,freedom [913] freedom,#democraticsocialism [912] berniesanders,freedom [831] corporate,socialism [815] donald,trump [810] socialism,epithet [810] epithet,hurled [810] hurled,advance Top Word Pairs in Tweet in G2:
[537] bill,rights [491] economic,bill [413] corporate,socialism [290] donald,trump [290] 21st,century [288] economic,rights [276] fdr,proposed [276] proposed,economic [274] 1,percent [271] end,day Top Word Pairs in Tweet in G3:
[818] soviet,union [816] socialism,failed [816] failed,east [816] east,germany [816] germany,soviet [816] union,cambodia [816] cambodia,cuba [816] cuba,china [816] china,vietnam [816] vietnam,north Top Word Pairs in Tweet in G4:
[705] here,s [704] #democraticsocialism,looks [704] looks,action [703] s,#democraticsocialism [700] medicare,free [700] free,public [700] public,college [699] action,medicare [699] medicare,medicare [696] waywardwinifred,here Top Word Pairs in Tweet in G5:
[223] difference,between [221] socialism,#democraticsocialism [220] between,socialism [213] #democraticsocialism,one [213] one,makes [213] makes,feel [213] feel,better [213] better,screw [213] screw,people [212] scrowder,difference Top Word Pairs in Tweet in G6:
[20] #democraticsocialism,trending [17] bernie,sanders [12] democratic,socialism [10] s,#democraticsocialism [9] #democraticsocialism,socialism [9] here,s [8] #democraticsocialism,looks [8] free,public [8] public,college [8] postal,service Top Word Pairs in Tweet in G7:
[314] bernie,sanders [294] jacobinmag,bernie [234] truly,free [233] sanders,truly [207] free,forced [207] forced,work [207] work,60 [207] 60,80 [207] 80,hours [207] hours,week Top Word Pairs in Tweet in G8:
[204] working,class [203] capitalism,academic [203] academic,debate [202] debate,rich [202] rich,richer [202] richer,live [202] live,longer [202] longer,poor [202] poor,working [201] lsarsour,capitalism Top Word Pairs in Tweet in G9:
[77] democrat,congresswoman [77] congresswoman,calls [77] calls,pro [77] pro,life [77] life,republicans [77] republicans,sex [77] sex,starved [77] starved,males [77] males,sexist [77] sexist,rant Top Word Pairs in Tweet in G10:
[59] socialism,average [59] average,american [59] american,social [59] social,security [59] security,medicare [59] medicare,firefighters [59] firefighters,used [59] used,privatized [59] privatized,firefighters [58] cenkuygur,socialism Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: