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Imeach_2021-09-25_10-03-39.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
September 25, 2021
Short Description:
Imeach via NodeXL https://bit.ly/3zFaRV2
@mmpadellan
@lindyli
@laurenboebert
@jaketapper
@palmerreport
@jakelobin
@therickydavila
@repboebert
@abelbishoph
@jojofromjerz

Top hashtags:
#imeach
#copolitics
#decertifyarizona
#mccarthytraitor
#maddow
#maricopacounty

Description:
Description
The graph represents a network of 13,721 Twitter users whose recent tweets contained "Imeach", 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 Saturday, 25 September 2021 at 17:45 UTC.

The tweets in the network were tweeted over the 19-hour, 44-minute period from Friday, 24 September 2021 at 21:17 UTC to Saturday, 25 September 2021 at 17:02 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


Overall Graph Metrics
Vertices : 13721
Unique Edges : 19777
Edges With Duplicates : 1841
Total Edges : 21618
Number of Edge Types : 5
Retweet : 14688
MentionsInRetweet : 2188
Replies to : 2429
Mentions : 1112
Tweet : 1201
Self-Loops : 1249
Reciprocated Vertex Pair Ratio : 0.00257029764046677
Reciprocated Edge Ratio : 0.00512741629492898
Connected Components : 898
Single-Vertex Connected Components : 679
Maximum Vertices in a Connected Component : 12385
Maximum Edges in a Connected Component : 20257
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.841402
Graph Density : 0.000103600426916839
Modularity : 0.645269
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 13,721 Twitter users whose recent tweets contained "Imeach", 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 Saturday, 25 September 2021 at 17:45 UTC.

The tweets in the network were tweeted over the 19-hour, 44-minute period from Friday, 24 September 2021 at 21:17 UTC to Saturday, 25 September 2021 at 17:02 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 : Imeach
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1477] https://twitter.com/JakeSherman/status/1441465613684252672
[198] https://twitter.com/jakesherman/status/1441465613684252672
[142] https://twitter.com/patriottakes/status/1369373111292989442
[126] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/
[94] https://twitter.com/laurenboebert/status/1441423846326902786
[89] https://secondnexus.com/lauren-boebert-imeach-biden-email
[84] https://www.huffpost.com/entry/lauren-boebert-mocked-imeach-biden_n_614e2f9ce4b098483a761bc1
[52] https://www.huffpost.com/entry/lauren-boebert-joe-biden-impeach-typo_n_614e0a93e4b06beda46f1f61?v8ec
[49] https://twitter.com/c_m_dangelo/status/1441450336888270848
[48] https://www.snopes.com/fact-check/lauren-boebert-imeach-biden/

Top URLs in Tweet in G1:
[8] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/
[3] https://twitter.com/JakeSherman/status/1441465613684252672
[3] https://secondnexus.com/lauren-boebert-imeach-biden-email
[2] https://www.independent.co.uk/news/world/americas/us-politics/lauren-boebert-message-impeach-biden-b1926729.html
[2] https://twitter.com/jaketapper/status/1441490563338055680
[2] https://twitter.com/laurenboebert/status/1441423846326902786
[2] https://www.cnn.com/2021/09/23/politics/lauren-boebert-fec-personal-expenses/index.html
[2] https://twitter.com/nycsouthpaw/status/1441453226960715789
[1] https://www.nydailynews.com/news/national/ny-lauren-boebert-imeach-biden-typo-20210924-u6uuw64uwvhhlek5tpwtcrqryy-story.html#ed=rss_www.nydailynews.com/arcio/rss/category/news/
[1] https://www.huffpost.com/entry/lauren-boebert-joe-biden-impeach-typo_n_614e0a93e4b06beda46f1f61?v8ec

Top URLs in Tweet in G2:
[115] https://twitter.com/patriottakes/status/1369373111292989442
[91] https://twitter.com/JakeSherman/status/1441465613684252672
[76] https://twitter.com/laurenboebert/status/1441423846326902786
[52] https://www.huffpost.com/entry/lauren-boebert-mocked-imeach-biden_n_614e2f9ce4b098483a761bc1
[44] https://www.huffpost.com/entry/lauren-boebert-joe-biden-impeach-typo_n_614e0a93e4b06beda46f1f61?v8ec
[19] https://www.rawstory.com/lauren-boebert-impeachment/
[19] https://twitter.com/jakesherman/status/1441465613684252672
[13] https://twitter.com/johncollins_kp/status/1441564213642596362
[13] https://www.cnn.com/2021/09/23/politics/lauren-boebert-fec-personal-expenses/index.html
[11] https://twitter.com/iamgabesanchez/status/1441542717821972483

Top URLs in Tweet in G3:
[90] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/
[11] https://twitter.com/davidmweissman/status/1441176719713398791
[4] https://hillreporter.com/commentary-lauren-boebert-threatens-to-imeach-joe-biden-in-typo-filled-press-release-113456?utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/patriottakes/status/1441481766347309058
[2] https://www.cnn.com/2021/09/23/politics/lauren-boebert-fec-personal-expenses/index.html
[2] https://twitter.com/laurenboebert/status/1441423846326902786
[2] https://twitter.com/1813Doncarlo/status/1441567847264653315
[2] https://twitter.com/SpinnerSphinx/status/1441531810756775936
[1] https://www.businessinsider.com/fec-threatens-lauren-boebert-legal-action-venmo-rent-payments-campaign-2021-9
[1] https://twitter.com/laurenboebert/status/1441395996236283904

Top URLs in Tweet in G4:
[1161] https://twitter.com/JakeSherman/status/1441465613684252672
[6] https://twitter.com/patriottakes/status/1369373111292989442
[3] https://www.youtube.com/watch?v=DVDCNmdi7QI

[3] https://twitter.com/MollyJongFast/status/1441463621792370694
[2] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/
[2] https://twitter.com/jakesherman/status/1441465613684252672
[2] https://www.huffpost.com/entry/lauren-boebert-mocked-imeach-biden_n_614e2f9ce4b098483a761bc1
[2] https://twitter.com/c_m_dangelo/status/1441450336888270848
[1] https://twitter.com/laurenboebert/status/1441423846326902786
[1] https://www.salon.com/2021/09/24/lauren-boebert-mocked-after-attempting-to-imeach-joe-biden/

Top URLs in Tweet in G5:
[15] https://www.politicalflare.com/2021/09/imeach-biden-lauren-boebert-mocked-for-misspelling-impeach-in-release-calling-for-bidens-removal/?utm_source=dlvr.it&utm_medium=twitter
[14] https://twitter.com/JakeSherman/status/1441465613684252672
[8] https://hillreporter.com/commentary-lauren-boebert-threatens-to-imeach-joe-biden-in-typo-filled-press-release-113456
[7] https://twitter.com/jakesherman/status/1441465613684252672
[5] https://twitter.com/AmyAThatcher/status/1441487555225128961
[5] https://boebert.house.gov/media/press-releases/rep-lauren-boebert-introduces-articles-impeachment-against-joe-biden-and
[4] https://twitter.com/patriottakes/status/1369373111292989442
[4] https://www.nydailynews.com/news/national/ny-lauren-boebert-imeach-biden-typo-20210924-u6uuw64uwvhhlek5tpwtcrqryy-story.html
[3] https://amp.cnn.com/cnn/2021/09/23/politics/lauren-boebert-fec-personal-expenses/index.html#referrer=https://www.google.com&csi=0
[3] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/

Top URLs in Tweet in G6:
[30] https://twitter.com/JakeSherman/status/1441465613684252672
[4] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/
[4] https://twitter.com/mmpadellan/status/1441556769638060033
[2] https://www.huffpost.com/entry/lauren-boebert-mocked-imeach-biden_n_614e2f9ce4b098483a761bc1
[2] https://twitter.com/iamgabesanchez/status/1441542717821972483
[2] https://www.politicalflare.com/2021/09/imeach-biden-lauren-boebert-mocked-for-misspelling-impeach-in-release-calling-for-bidens-removal/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/RepBoebert/status/1441391402907209730
[1] https://new.deepleftfield.info/clueless-lauren-boebert-issues-press-release-saying-she-wants-to-imeach-joe-biden/
[1] https://twitter.com/patriottakes/status/1369373111292989442
[1] https://www.rawstory.com/lauren-boebert-impeachment/

Top URLs in Tweet in G7:
[32] https://twitter.com/jakesherman/status/1441465613684252672
[25] https://twitter.com/JakeSherman/status/1441465613684252672
[19] https://twitter.com/jaketapper/status/1441490563338055680
[19] https://www.nydailynews.com/news/national/ny-lauren-boebert-imeach-biden-typo-20210924-u6uuw64uwvhhlek5tpwtcrqryy-story.html
[13] https://www.huffpost.com/entry/lauren-boebert-mocked-imeach-biden_n_614e2f9ce4b098483a761bc1
[11] https://twitter.com/davidmweissman/status/1441487843017248772
[9] https://twitter.com/HamillHimself/status/1441532302446657539
[8] https://twitter.com/c_m_dangelo/status/1441450336888270848
[7] https://www.independent.co.uk/news/world/americas/us-politics/lauren-boebert-message-impeach-biden-b1926729.html
[7] https://twitter.com/laurenboebert/status/1441548770047668224

Top URLs in Tweet in G8:
[30] https://twitter.com/JakeSherman/status/1441465613684252672
[8] https://twitter.com/jakesherman/status/1441465613684252672
[6] https://www.huffpost.com/entry/lauren-boebert-mocked-imeach-biden_n_614e2f9ce4b098483a761bc1
[4] https://www.laurensrapsheet.com/
[3] https://twitter.com/donwinslow/status/1441526471290343424
[3] https://apple.news/A3CuDK78lR1yY8tdxhRomBw
[2] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/
[2] https://twitter.com/CapehartJ/status/1441434737755574286
[2] https://boebert.house.gov/media/press-releases/rep-lauren-boebert-introduces-articles-impeachment-against-joe-biden-and
[2] https://twitter.com/c_m_dangelo/status/1441450336888270848

Top URLs in Tweet in G9:
[18] https://twitter.com/JakeSherman/status/1441465613684252672
[5] https://twitter.com/laurenboebert/status/1441423846326902786
[3] https://twitter.com/timeindawater1/status/1434557347003658241
[3] https://twitter.com/patriottakes/status/1369373111292989442
[1] https://twitter.com/caslernoel/status/1441561459268280321
[1] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/
[1] https://www.huffpost.com/entry/lauren-boebert-mocked-imeach-biden_n_614e2f9ce4b098483a761bc1

Top URLs in Tweet in G10:
[68] https://secondnexus.com/lauren-boebert-imeach-biden-email
[17] https://twitter.com/JakeSherman/status/1441465613684252672
[4] https://www.urbandictionary.com/define.php?term=imeach
[2] https://twitter.com/MysterySolvent/status/1441191153743900672
[2] https://twitter.com/patriottakes/status/1369373111292989442
[2] https://www.rawstory.com/lauren-boebert-impeachment/
[1] https://twitter.com/davidmweissman/status/1441176719713398791
[1] https://www.huffpost.com/entry/lauren-boebert-joe-biden-impeach-typo_n_614e0a93e4b06beda46f1f61?v8ec
[1] https://www.nydailynews.com/news/national/ny-lauren-boebert-imeach-biden-typo-20210924-u6uuw64uwvhhlek5tpwtcrqryy-story.html#ed=rss_www.nydailynews.com/arcio/rss/category/news/
[1] https://www.washingtonpost.com/politics/2021/09/23/rep-boebert-reveals-she-used-campaign-funds-pay-rent-utilities-fec-filing-shows/

Top Domains
Top Domains in Tweet in Entire Graph:
[2423] twitter.com
[174] huffpost.com
[126] washingtonpost.com
[90] secondnexus.com
[56] snopes.com
[45] nydailynews.com
[39] theovalpawffice.com
[37] co.uk
[25] cnn.com
[24] rawstory.com

Top Domains in Tweet in G1:
[14] twitter.com
[8] washingtonpost.com
[3] secondnexus.com
[2] co.uk
[2] cnn.com
[1] nydailynews.com
[1] huffpost.com
[1] salon.com
[1] yahoo.com

Top Domains in Tweet in G2:
[388] twitter.com
[102] huffpost.com
[19] rawstory.com
[14] cnn.com
[9] washingtonpost.com
[9] house.gov
[7] secondnexus.com
[4] denverpost.com
[3] nydailynews.com
[3] urbandictionary.com

Top Domains in Tweet in G3:
[90] washingtonpost.com
[28] twitter.com
[5] hillreporter.com
[2] cnn.com
[2] huffpost.com
[1] businessinsider.com

Top Domains in Tweet in G4:
[1175] twitter.com
[3] youtube.com
[2] washingtonpost.com
[2] huffpost.com
[1] salon.com
[1] urbandictionary.com

Top Domains in Tweet in G5:
[61] twitter.com
[15] politicalflare.com
[8] hillreporter.com
[5] house.gov
[4] cnn.com
[4] nydailynews.com
[3] msn.com
[3] washingtonpost.com
[3] secondnexus.com
[2] gazette.com

Top Domains in Tweet in G6:
[38] twitter.com
[4] washingtonpost.com
[2] huffpost.com
[2] politicalflare.com
[1] deepleftfield.info
[1] rawstory.com

Top Domains in Tweet in G7:
[229] twitter.com
[22] huffpost.com
[19] nydailynews.com
[10] snopes.com
[7] co.uk
[6] salon.com
[6] msn.com
[4] apple.news
[2] youtube.com
[2] rightwingwatch.org

Top Domains in Tweet in G8:
[60] twitter.com
[7] huffpost.com
[4] laurensrapsheet.com
[3] apple.news
[2] washingtonpost.com
[2] snopes.com
[2] yahoo.com
[2] house.gov
[1] denvergazette.com
[1] rawstory.com

Top Domains in Tweet in G9:
[30] twitter.com
[1] washingtonpost.com
[1] huffpost.com

Top Domains in Tweet in G10:
[68] secondnexus.com
[22] twitter.com
[4] urbandictionary.com
[2] huffpost.com
[2] rawstory.com
[1] nydailynews.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1410] imeach
[375] copolitics
[229] decertifyarizona
[226] mccarthytraitor
[216] maddow
[216] maricopacounty
[142] laurenboebertissodumb
[108] expellaurenboebert
[88] imeachbiden
[81] boebert



Top Hashtags in Tweet in G1:
[12] imeach
[3] expellaurenboebert
[3] laurenboebertissodumb
[2] voteblue2022
[2] smartnews
[2] boebert
[2] lockherup
[1] imeachboebert
[1] georgia
[1] biden

Top Hashtags in Tweet in G2:
[638] imeach
[90] expellaurenboebert
[88] laurenboebertissodumb
[44] boebert
[34] copolitics
[19] imeachbiden
[14] mccarthytraitor
[13] lockherup
[11] decertifyarizona
[11] talibanboebert

Top Hashtags in Tweet in G3:
[8] imeach
[3] expellaurenboebert
[2] lockherup
[2] laurenboebertissodumb
[1] catsoftwitter
[1] cat

Top Hashtags in Tweet in G4:
[15] imeach
[3] imeachbiden
[2] imeachboebert
[1] wecouldntmakethisupevenifwetried
[1] buildbackbetter
[1] gqptraitorstodemocracy
[1] laurenboebertisanidiot
[1] boebert
[1] laurenboebert
[1] stayinschool

Top Hashtags in Tweet in G5:
[97] imeach
[21] imeachbiden
[16] laurenboebertissodumb
[9] laurenboebertisanidiot
[8] imeachboebert
[8] boebert
[3] trumptheloser
[2] copolitics
[2] laurenboebert
[2] saturdaysteps

Top Hashtags in Tweet in G6:
[13] imeach
[6] mtg
[6] boebert
[2] expellaurenboebert
[2] imeachbiden
[1] votebluetosaveamerica

Top Hashtags in Tweet in G7:
[124] imeach
[26] imeachbiden
[24] imeachboebert
[10] impeachbiden
[10] laurenboebertissodumb
[8] smartnews
[8] laurenboebert
[7] boebert
[7] laurenboebertisanidiot
[5] cashappinwild

Top Hashtags in Tweet in G8:
[339] copolitics
[62] imeach
[9] boebert
[7] thanksfornothingboebert
[7] imeachbiden
[6] laurenboebertissodumb
[4] laurenboebert
[3] dumb
[3] biden
[3] maga

Top Hashtags in Tweet in G9:
[1] expellaurenboebert
[1] imeach

Top Hashtags in Tweet in G10:
[9] imeach
[1] covfefe
[1] mccarthytraitor
[1] maddow
[1] decertifyarizona
[1] maricopacounty
[1] news
[1] feedly
[1] imeachbiden
[1] laurenboebertissodumb

Top Words
Top Words in Tweet in Entire Graph:
[17043] imeach
[9393] boebert
[8706] lauren
[7449] biden
[2348] don
[2339] laurenboebert
[2157] story
[2022] stupid
[1885] marjorie
[1853] campaign

Top Words in Tweet in G1:
[1934] imeach
[1838] boebert
[1768] lauren
[79] biden
[54] story
[46] don
[46] campaign
[44] stupid
[44] used
[44] funds

Top Words in Tweet in G2:
[3470] imeach
[2111] boebert
[1983] biden
[1968] lauren
[750] congress
[638] #imeach
[590] dumbest
[564] person
[515] louie
[515] gohmert

Top Words in Tweet in G3:
[1906] imeach
[1753] boebert
[1439] lauren
[1321] story
[1298] stupid
[1297] fact
[1297] campaign
[1297] funds
[1297] action
[1296] painfully

Top Words in Tweet in G4:
[1436] imeach
[154] boebert
[132] lauren
[119] biden
[86] jaketapper
[45] laurenboebert
[41] story
[40] stupid
[40] don
[39] fact

Top Words in Tweet in G5:
[1381] imeach
[1165] laurenboebert
[513] biden
[386] boebert
[382] lauren
[221] story
[213] imeachment
[213] idiot
[211] series
[210] american

Top Words in Tweet in G6:
[1285] marjorie
[1099] imeach
[722] biden
[657] release
[647] put
[646] greene
[645] press
[643] taylor
[643] steps
[643] today

Top Words in Tweet in G7:
[609] imeach
[229] biden
[133] boebert
[129] lauren
[123] #imeach
[49] president
[48] spelling
[44] rep
[35] impeach
[34] twitter

Top Words in Tweet in G8:
[809] biden
[766] imeach
[692] president
[483] repboebert
[347] gop
[339] #copolitics
[334] colorado
[334] first
[334] imeached
[333] announces

Top Words in Tweet in G9:
[863] biden
[630] imeach
[563] boebert
[536] lauren
[429] don
[404] congress
[394] president
[386] shit
[385] give
[384] really

Top Words in Tweet in G10:
[365] imeach
[98] press
[98] release
[97] biden
[89] boebert's
[89] office
[89] sends
[89] corrected
[89] fixes
[76] boebert

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8395] lauren,boebert
[5468] imeach,biden
[2348] imeach,lauren
[1792] campaign,funds
[1779] funds,pay
[1735] don,imeach
[1734] pay,rent
[1725] rent,utilities
[1720] used,campaign
[1719] distract,fact

Top Word Pairs in Tweet in G1:
[1766] lauren,boebert
[1666] imeach,lauren
[72] imeach,biden
[62] imeach,boebert
[44] don,imeach
[44] campaign,funds
[44] funds,pay
[43] boebert,painfully
[43] painfully,stupid
[43] stupid,don

Top Word Pairs in Tweet in G2:
[1939] lauren,boebert
[1696] imeach,biden
[936] boebert,imeach
[531] congress,lauren
[519] dumbest,person
[515] louie,gohmert
[515] gohmert,dumbest
[513] person,congress
[294] biden,stay
[294] stay,school

Top Word Pairs in Tweet in G3:
[1436] lauren,boebert
[1297] campaign,funds
[1296] boebert,painfully
[1296] painfully,stupid
[1296] stupid,don
[1296] don,imeach
[1296] imeach,mistake
[1296] mistake,distract
[1296] distract,fact
[1296] fact,illegally

Top Word Pairs in Tweet in G4:
[132] lauren,boebert
[80] imeach,biden
[51] imeach,lauren
[40] jaketapper,imeach
[37] used,campaign
[37] campaign,funds
[37] funds,pay
[36] boebert,painfully
[36] painfully,stupid
[36] stupid,don

Top Word Pairs in Tweet in G5:
[461] imeach,biden
[346] lauren,boebert
[322] laurenboebert,imeach
[219] biden,laurenboebert
[209] limited,series
[208] imeachment,american
[208] american,idiot
[208] idiot,story
[208] story,next
[208] next,installment

Top Word Pairs in Tweet in G6:
[710] imeach,biden
[645] press,release
[643] marjorie,taylor
[643] taylor,greene
[642] greene,heckled
[642] heckled,house
[642] house,democrats
[642] democrats,capitol
[642] capitol,steps
[642] steps,today

Top Word Pairs in Tweet in G7:
[164] imeach,biden
[99] lauren,boebert
[41] rep,lauren
[21] boebert,mocked
[20] twitter,users
[20] users,mock
[20] mock,rep
[19] gun,toting
[19] spelling,challenged
[18] biden,demands

Top Word Pairs in Tweet in G8:
[343] president,biden
[336] imeach,president
[335] gop,repboebert
[333] colorado,gop
[333] repboebert,announces
[333] announces,effort
[333] effort,imeach
[332] biden,successful
[332] successful,biden
[332] biden,first

Top Word Pairs in Tweet in G9:
[532] lauren,boebert
[471] imeach,biden
[389] president,biden
[385] don,give
[384] really,don
[384] give,shit
[384] shit,qanon
[384] qanon,lauren
[384] boebert,calling
[384] calling,president

Top Word Pairs in Tweet in G10:
[98] press,release
[89] boebert's,office
[89] office,sends
[89] sends,corrected
[89] corrected,press
[89] release,fixes
[89] fixes,imeach
[71] imeach,biden
[67] total,fail
[58] lauren,boebert

Top Replied-To
Top Replied-To in Entire Graph:
@laurenboebert
@hamillhimself
@jaketapper
@jakesherman
@chipfranklin
@repboebert
@davidmweissman
@jakelobin
@muellershewrote
@kathygriffin

Top Replied-To in G1:
@mmpadellan
@blueheartedly
@lindamarkss
@kmeek08453867
@hamillhimself
@bando_craig
@rexzane1
@rogerangle
@runsknives
@anthonysabatini

Top Replied-To in G2:
@jakelobin
@laurenboebert
@shesus__christ
@dhershiser
@christopherhahn
@iamgabesanchez
@nickadamsinusa
@imspeaking13
@deanobeidallah
@avengerresister

Top Replied-To in G3:
@laurenboebert
@lindyli
@funder

Top Replied-To in G4:
@jaketapper
@laurenboebert
@shesus__christ
@strandjunker
@immaculateloo
@ydi99
@colmorrisdavis
@waltshaub
@llauralouisiana
@jakelobin

Top Replied-To in G5:
@laurenboebert
@lindyli
@gunowners
@realtuckfrumper
@sunsungirly
@grantstern
@tiffanydcross
@cahnemily
@iamgabesanchez
@tomilahren

Top Replied-To in G6:
@palmerreport
@caslernoel
@laurenboebert
@stop_trump20
@paul_lander
@resistsrobin
@good_trouble96
@soles_journey
@anthonyshnark
@sinnndy1

Top Replied-To in G7:
@nanoputty

Top Replied-To in G8:
@repboebert
@laurenboebert
@kyleclark
@gopleader
@funder
@repmtg
@nvtarastrange
@jaketapper
@rolandsmartin
@gop

Top Replied-To in G9:
@amy_siskind
@therickydavila
@santiagomayer_
@blueheartedly
@jaketapper
@laurenboebert

Top Replied-To in G10:
@davidmweissman
@kathygriffin
@andrewsolender
@itsjefftiedrich
@ronfilipkowski
@georgetakei
@richardmarx
@mrjoncryer
@tobymorton
@b52malmet

Top Mentioned
Top Mentioned in Entire Graph:
@laurenboebert
@repboebert
@delawarehumane
@potus
@goldfingermarko
@kathygriffin
@hamillhimself
@joebiden
@gopleader
@housegop

Top Mentioned in G1:
@laurenboebert
@mmpadellan
@suelmh17
@repboebert
@erin_esk
@thereelrandom
@shesus__christ
@irenemerlin2
@standforbetter

Top Mentioned in G2:
@laurenboebert
@repboebert
@jakelobin
@bettybuckley
@christopherhahn
@teapainusa
@shesus__christ
@bigbridontknock
@apoppabear
@hstarshot

Top Mentioned in G3:
@laurenboebert

Top Mentioned in G4:
@laurenboebert
@jaketapper
@iamgabesanchez
@martina

Top Mentioned in G5:
@laurenboebert
@repboebert
@chiproytx
@repcloudtx
@repbobgood
@repdanbishop
@meidastouch
@realshizzle_1
@angelobcollie
@betoorourke

Top Mentioned in G6:
@laurenboebert
@repboebert
@anthonyshnark
@palmerreport
@reportsdanews

Top Mentioned in G7:
@seefinish

Top Mentioned in G8:
@repboebert
@laurenboebert
@potus
@joebiden
@housegop
@gopleader
@gop
@funder
@repmtg
@glenngriffin8

Top Mentioned in G9:
@laurenboebert

Top Mentioned in G10:
@laurenboebert
@kathygriffin
@ronfilipkowski
@tobymorton
@davidmweissman
@repboebert
@curtisstigers
@richardmarx
@funder
@illl_g

Top Tweeters
Top Tweeters in Entire Graph:
@urbandictionary
@missb62
@filafresh
@monicasloves
@tinamarie_80s
@cagney1991
@cloudwanderer3
@sddphoto
@washumom
@backstorymom1

Top Tweeters in G1:
@backstorymom1
@onahunttoday
@talkintou
@cahulaan
@jamestoupin
@teram323tere
@reneevoicebrand
@kath2252
@lorisums
@drseid

Top Tweeters in G2:
@dancas2
@kak089
@marthalynneowe1
@paxnostrum
@betterw05759703
@jjj5819
@eykis
@sar_oso
@cindy_52s
@liverpotlian

Top Tweeters in G3:
@monicasloves
@tadrow
@gpwriter
@morgfair
@carrybeyond
@micjojd
@aclaysuper
@margaritateresa
@rodneyclaeys
@reevynap

Top Tweeters in G4:
@gwydion620
@sba1211
@dovewoman1
@darrellpmwest
@gyggy
@dvanhook822
@allan_straarup
@jinxy_minxy
@newsjunkie60
@myradsirois1

Top Tweeters in G5:
@sylviaz1913
@support_dem
@loulachat
@phillygirl1441
@pushandpulljlm
@jameskthompson1
@therealzanetta
@rhonda_harbison
@masky_jay_hoody
@suescoby

Top Tweeters in G6:
@rhiles2760
@mayirmamay14
@enrico056
@sherrikuczeryk
@jrbkjrbk
@debrob1947
@aprylsmithts
@skepmi
@cathleenkucz
@whirledcitizen_

Top Tweeters in G7:
@bmangh
@mwforhr
@dian_simplethin
@adabagcompany
@micah_not_micha
@ioddone
@omahagemgirl
@dianetoucan
@jayandsteve
@xgirlnyc

Top Tweeters in G8:
@missb62
@cagney1991
@jeannie_hartley
@rolandsmartin
@sampson_elaine
@nakesha_horsey
@thr
@chande87
@eilonwy24
@dianacialino

Top Tweeters in G9:
@astwisa
@sandi_childs
@artis_elemental
@wismiss3
@hardknoxfirst
@belladonamodels
@inforenique
@edsmith313
@espeoppenheimer
@bethlevin

Top Tweeters in G10:
@mrcoollooking75
@urbangem
@drpatfarrell
@clayreinabq
@andrea_51544005
@budgothmog44
@b52malmet
@revmagdalen
@jfjabbo
@lindafmanuel