The graph represents a network of 14,694 Twitter users whose recent tweets contained "John Lewis", 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 Monday, 27 July 2020 at 23:37 UTC.
The tweets in the network were tweeted over the 42-minute period from Monday, 27 July 2020 at 22:17 UTC to Monday, 27 July 2020 at 22:59 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 : 14694
Unique Edges : 21622
Edges With Duplicates : 1700
Total Edges : 23322
Number of Edge Types : 5
Retweet : 16070
Tweet : 1744
MentionsInRetweet : 2902
Replies to : 1446
Mentions : 1160
Self-Loops : 1779
Reciprocated Vertex Pair Ratio : 0.00168188370975493
Reciprocated Edge Ratio : 0.00335811945310626
Connected Components : 1092
Single-Vertex Connected Components : 599
Maximum Vertices in a Connected Component : 12677
Maximum Edges in a Connected Component : 21247
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.532644
Graph Density : 9.65498015270496E-05
Modularity : 0.72046
NodeXL Version : 1.0.1.439
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231200
Data Import : The graph represents a network of 14,694 Twitter users whose recent tweets contained "John Lewis", 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 Monday, 27 July 2020 at 23:37 UTC.
The tweets in the network were tweeted over the 42-minute period from Monday, 27 July 2020 at 22:17 UTC to Monday, 27 July 2020 at 22:59 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 : John Lewis
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[18987] john,lewis [3550] rep,john [3483] pay,respects [3245] voting,rights [2611] mitch,mcconnell [2386] respects,john [2084] civil,rights [1964] rights,act [1961] capitol,rotunda [1814] state,capitol Top Word Pairs in Tweet in G1:
[2541] john,lewis [739] rep,john [522] pay,respects [478] congressman,john [449] capitol,rotunda [436] lewis,capitol [389] state,capitol [362] civil,rights [360] paying,respects [324] drbiden,paying Top Word Pairs in Tweet in G2:
[1266] john,lewis [781] mitch,mcconnell [781] voting,rights [773] 234,days [767] mcconnell,senate [767] senate,republicans [767] republicans,praise [767] praise,legacy [767] legacy,john [767] lewis,remember Top Word Pairs in Tweet in G3:
[1295] john,lewis [258] realdonaldtrump,go [257] pay,respects [256] lewis,funeral [252] president,realdonaldtrump [250] go,john [246] funeral,middle [246] middle,pandemic [246] pandemic,safe [246] safe,social Top Word Pairs in Tweet in G4:
[1157] john,lewis [318] voting,rights [272] rights,act [190] amazing,grace [185] good,trouble [172] nation,badly [172] badly,need [172] need,moment [172] moment,transcendent [172] transcendent,grace Top Word Pairs in Tweet in G5:
[766] john,lewis [659] pay,respects [652] respects,john [652] lewis,life [650] trump,refusing [650] refusing,go [650] go,capitol [650] capitol,pay [650] lewis,isn [650] isn,surprise Top Word Pairs in Tweet in G6:
[783] john,lewis [661] voting,rights [603] mitch,mcconnell [589] rights,act [499] restore,voting [497] 234,days [480] vote,legislation [480] legislation,restore [467] mcconnell,praising [467] praising,john Top Word Pairs in Tweet in G7:
[566] john,lewis [91] pay,respects [75] civil,rights [66] respects,john [66] rep,john [39] state,capitol [38] lewis,capitol [38] rights,icon [28] paying,respects [27] congressman,john Top Word Pairs in Tweet in G8:
[670] john,lewis [307] urgent,protesters [307] protesters,let's [307] let's,play [307] play,trumps [307] trumps,hands [307] hands,amp [307] amp,protest [307] protest,around [307] around,federal Top Word Pairs in Tweet in G9:
[748] john,lewis [353] voting,rights [333] rights,act [306] rep,john [163] rep,jim [163] jim,clyburn [163] lewis,voting [160] house,approved [160] approved,proposal [160] clyburn,rename Top Word Pairs in Tweet in G10:
[661] john,lewis [263] rep,john [195] pay,respects [153] civil,rights [148] joe,biden [141] jill,biden [134] dr,jill [134] rights,giant [133] watch,joe [133] biden,dr 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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