The graph represents a network of 12,305 Twitter users whose recent tweets contained "Minnesota GOP", 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, 22 August 2021 at 02:46 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 54-minute period from Friday, 13 August 2021 at 16:03 UTC to Sunday, 22 August 2021 at 01:58 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 : 12305
Unique Edges : 19891
Edges With Duplicates : 2554
Total Edges : 22445
Number of Edge Types : 5
Tweet : 1868
Retweet : 15156
MentionsInRetweet : 3826
Replies to : 484
Mentions : 1111
Self-Loops : 1927
Reciprocated Vertex Pair Ratio : 0.00174924113803571
Reciprocated Edge Ratio : 0.00349237327307277
Connected Components : 939
Single-Vertex Connected Components : 766
Maximum Vertices in a Connected Component : 11038
Maximum Edges in a Connected Component : 20939
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.127199
Graph Density : 0.000128605729219782
Modularity : 0.667223
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 12,305 Twitter users whose recent tweets contained "Minnesota GOP", 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, 22 August 2021 at 02:46 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 54-minute period from Friday, 13 August 2021 at 16:03 UTC to Sunday, 22 August 2021 at 01:58 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 : Minnesota GOP
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:
[9225] minnesota,gop [5353] sex,trafficking [2756] child,sex [2276] pedophiles,pedophiles [1995] gop,donor [1914] trafficking,charges [1783] year,old [1749] 19,year [1736] strategist,minnesota [1675] castro,medina Top Word Pairs in Tweet in G1:
[3270] minnesota,gop [1409] sex,trafficking [777] republican,party [667] trafficking,charges [607] gop,donor [588] shocking,scandal [585] tony,lazzaro [558] child,sex [548] anton,tony [505] federal,sex Top Word Pairs in Tweet in G2:
[934] third,party [934] siphon,votes [934] one,race [932] fake,third [788] party,candidates [786] gop,planted [786] planted,fake [786] candidates,siphon [786] votes,democrats [786] democrats,montana Top Word Pairs in Tweet in G3:
[865] republican,strategist [860] 19,year [860] year,old [843] gisela,castro [843] castro,medina [835] accused,helping [827] young,republican [826] law,enforcement [824] medina,19 [824] helping,wealthy Top Word Pairs in Tweet in G4:
[1368] pedophiles,pedophiles [783] minnesota,gop [684] pedophiles,far [684] far,eye [684] eye,see [684] see,today [684] today,gop [684] gop,today [684] today,news [684] news,minnesota Top Word Pairs in Tweet in G5:
[514] minnesota,gop [314] sex,trafficking [145] party,chair [135] faces,calls [135] calls,resign [131] chair,faces [130] rocked,top [114] gop,ruins [114] ruins,shocking [112] shocking,scandal Top Word Pairs in Tweet in G6:
[697] minnesota,gop [328] gop,ruins [308] shocking,scandal [299] ruins,shocking [231] top,donor [222] gop,chair [217] stunning,charges [217] charges,against [217] against,top [217] donor,minnesota Top Word Pairs in Tweet in G7:
[300] sex,trafficking [268] minnesota,gop [210] gop,strategist [169] strategist,anton [154] anton,lazzaro [123] anton,lazzaro's [118] gold,private [118] private,jets [118] jets,ferraris [118] ferraris,arrested Top Word Pairs in Tweet in G8:
[568] child,sex [566] sex,trafficker [565] breaking,minnesota [565] minnesota,republicans [565] republicans,wonder [565] wonder,taking [565] taking,mob [565] mob,money [565] money,child [565] trafficker,pose Top Word Pairs in Tweet in G9:
[470] sex,trafficking [431] trafficking,charges [426] gop,donor [416] another,gop [415] donor,arrested [415] arrested,sex [415] charges,time [415] time,minnesota [415] minnesota,hobby [415] hobby,people Top Word Pairs in Tweet in G10:
[459] sex,trafficking [453] child,sex [446] college,republicans [444] jesus,christ [444] christ,one [444] one,minnesota [444] minnesota,gop's [444] gop's,biggest [444] biggest,donors [444] donors,insiders 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: