The graph represents a network of 4,958 Twitter users whose recent tweets contained "#Hindsightis2020", 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 Sunday, 05 January 2020 at 22:14 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 32-minute period from Sunday, 29 December 2019 at 04:31 UTC to Sunday, 05 January 2020 at 21:03 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 : 4958
Unique Edges : 5750
Edges With Duplicates : 2933
Total Edges : 8683
Number of Edge Types : 5
MentionsInRetweet : 2071
Retweet : 5243
Tweet : 395
Replies to : 694
Mentions : 280
Self-Loops : 403
Reciprocated Vertex Pair Ratio : 0.000786410821012897
Reciprocated Edge Ratio : 0.00157158573000157
Connected Components : 340
Single-Vertex Connected Components : 243
Maximum Vertices in a Connected Component : 4389
Maximum Edges in a Connected Component : 8109
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.013011
Graph Density : 0.000258902641783477
Modularity : 0.493041
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,958 Twitter users whose recent tweets contained "#Hindsightis2020", 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 Sunday, 05 January 2020 at 22:14 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 32-minute period from Sunday, 29 December 2019 at 04:31 UTC to Sunday, 05 January 2020 at 21:03 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 : #Hindsightis2020
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:
[2437] cambridge,analytica [2255] democracy,hacked [1595] 65,countries [1538] analytica,exposed [1538] document,release [1538] release,includes [1538] includes,previously [1538] previously,unreleased [1538] unreleased,emails [1538] emails,project Top Word Pairs in Tweet in G1:
[1479] cambridge,analytica [1322] democracy,hacked [1230] analytica,exposed [1230] exposed,document [1230] document,release [1230] release,includes [1230] includes,previously [1230] previously,unreleased [1230] unreleased,emails [1230] emails,project Top Word Pairs in Tweet in G2:
[465] cambridge,analytica [341] christopher,steele [341] john,bolton [270] democracy,hacked [257] speaking,john [257] bolton,ambjohnbolton [257] ambjohnbolton,#hindsightis2020 [248] #thegreathack,#hindsightis2020 [248] 65,countries [247] failure,adequately Top Word Pairs in Tweet in G3:
[501] democracy,hacked [487] time,release [487] release,files [487] avoid,document [487] document,confiscation [487] confiscation,scl [480] declared,itself [480] itself,bankrupt [469] hacked,time [469] files,2018 Top Word Pairs in Tweet in G4:
[340] cambridge,analytica [298] kenya,brazil [298] democracy,under [298] under,attack [298] attack,everywhere [297] #hindsightis2020,cambridge [297] analytica,scl [297] scl,'s [297] 's,data [297] data,files Top Word Pairs in Tweet in G5:
[248] christopher,steele [248] more,sophisticated [248] sophisticated,actors [248] actors,emboldened [248] emboldened,interfere [248] interfere,elections [248] elections,sow [248] sow,social [248] social,divisions [244] steele,#cambridgeanalytica Top Word Pairs in Tweet in G6:
[31] happy,year [15] hindsight,2020 [12] year,hindsight [11] 2020,year [10] year,everyone [9] #hindsightis2020,#2020 [8] year,#hindsightis2020 [7] 2020,#hindsightis2020 [6] #happynewyear2020,#hindsightis2020 [6] hindsight,#hindsightis2020 Top Word Pairs in Tweet in G7:
[82] brittany,kaiser [69] cambridge,analytica [61] #hindsightis2020,#thegreathack [54] nix,working [54] working,both [54] both,trump [54] trump,cruz [54] cruz,simultaneously [54] simultaneously,notion [54] notion,didn Top Word Pairs in Tweet in G8:
[7] bri,silk [7] silk,road [7] investment,deals [5] #feelthebern,#hindsightis2020 [4] xi,soes [4] opec,oil [4] global,investment [4] #bernie2020,#hindsightis2020 [4] iraq,war [3] senschumer,mercurialera Top Word Pairs in Tweet in G9:
[41] #newyearseve,#newyearsday [41] #newyearsday,party [41] party,food [41] food,left [41] left,over [41] over,little [41] little,bit [41] bit,take [41] take,local [41] local,shelter Top Word Pairs in Tweet in G10:
[30] 2019,marked [30] marked,#israel [30] #israel,vicious [30] vicious,airstrikes [30] airstrikes,#gaza [30] #gaza,pompeo [30] pompeo,refusal [30] refusal,acknowledge [30] acknowledge,israeli [30] israeli,settlements Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: