The graph represents a network of 13,943 Twitter users whose recent tweets contained "Giuliani", 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, 06 August 2021 at 14:57 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 27-minute period from Wednesday, 04 August 2021 at 18:46 UTC to Friday, 06 August 2021 at 13:14 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 : 13943
Unique Edges : 22263
Edges With Duplicates : 3959
Total Edges : 26222
Number of Edge Types : 5
Retweet : 15280
MentionsInRetweet : 5930
Tweet : 1618
Replies to : 1500
Mentions : 1894
Self-Loops : 1683
Reciprocated Vertex Pair Ratio : 0.00326797385620915
Reciprocated Edge Ratio : 0.00651465798045603
Connected Components : 1146
Single-Vertex Connected Components : 699
Maximum Vertices in a Connected Component : 11674
Maximum Edges in a Connected Component : 23776
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.368943
Graph Density : 0.000115286891617554
Modularity : 0.661211
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,943 Twitter users whose recent tweets contained "Giuliani", 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, 06 August 2021 at 14:57 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 27-minute period from Wednesday, 04 August 2021 at 18:46 UTC to Friday, 06 August 2021 at 13:14 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 : Giuliani
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:
[8054] rudy,giuliani [1946] election,fraud [1725] 2020,election [1713] erik,prince [1700] michael,flynn [1670] parallel,track [1668] fbi,leaks [1650] coerce,fbi [1639] meadows,giuliani [1619] chief,staff Top Word Pairs in Tweet in G1:
[1576] parallel,track [1572] 2020,election [1565] meadows,giuliani [1563] chief,staff [1563] staff,schemes [1563] schemes,overturn [1563] overturn,2020 [1387] election,fraud [1345] created,parallel [1344] giuliani,created Top Word Pairs in Tweet in G2:
[1352] rudy,giuliani [1253] erik,prince [1253] michael,flynn [1217] coerce,fbi [1181] reopening,clinton's [1156] late,2016 [1156] 2016,wrote [1156] wrote,length [1156] length,true [1156] true,pundit Top Word Pairs in Tweet in G3:
[362] rudy,giuliani [215] rudy,giuliani's [209] harassment,allegations [208] sexual,harassment [208] allegations,against [207] giuliani's,response [207] response,sexual [207] make,movie [206] movie,bidens [201] fbi,investigating Top Word Pairs in Tweet in G4:
[846] rudy,giuliani [715] donald,trump [676] doug,collins [464] license,suspended [456] sidney,powell [454] michael,cohen [453] victoria,toensing [453] jenna,ellis [452] disbarred,paid [451] trump,attorney Top Word Pairs in Tweet in G5:
[656] rudy,giuliani [230] john,pierce [168] interesting,john [168] pierce,lawyer [168] lawyer,types [168] types,ethical [168] ethical,financial [168] financial,issues [168] issues,represents [168] represents,represented Top Word Pairs in Tweet in G6:
[293] rudy,giuliani [90] 2016,election [61] ahead,2016 [60] hillary,clinton [57] giuliani,claims [54] giuliani,admitted [53] watchdog,finds [50] clinton,probe [50] admitted,lied [50] lied,feds Top Word Pairs in Tweet in G7:
[518] make,movie [517] fbi,investigating [517] movie,bidens [517] bidens,ukraine [514] attempt,make [512] investigating,giuliani [512] giuliani,attempt [512] ukraine,thing [512] thing,took [512] took,away Top Word Pairs in Tweet in G8:
[620] rudy,giuliani [330] hallowed,mayor [329] giuliani,went [329] went,11 [329] 11,hallowed [329] mayor,2021 [329] 2021,haunted [329] haunted,ghoul [293] vanity,fair [292] ghoul,vanity Top Word Pairs in Tweet in G9:
[378] trump,speaking [378] speaking,nygop [378] nygop,fundraiser [378] fundraiser,westchester [378] westchester,right [378] right,love [378] love,rudy [378] rudy,invites [378] invites,giuliani [378] giuliani,onstage Top Word Pairs in Tweet in G10:
[257] rudy,giuliani [236] overturn,election [123] earlier,yr [123] yr,filed [123] filed,bar [123] bar,complaint [123] complaint,against [123] against,rudy [123] giuliani,grievance [123] grievance,committee Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: