First Amendment, Twitter, 8/16/2022 11:49:59 PM, 280185


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First Amendment_2022-08-16_02-15-02.xlsx
First Amendment_2022-08-16_02-15-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2022
Short Description:
First Amendment via NodeXL https://bit.ly/3Ar7pRv
@nytimes
@nytpolitics
@alexberenson
@foxnews
@claragu05568105
@johncardillo
@kylegriffin1
@tribelaw
@tmthypatrick
@acoyne

Top hashtags:
#lieshaveconsequences
#dominion
#legalalert
#foxcorp
#murdochcrimefamily

Description:
Description
The graph represents a network of 8,555 Twitter users whose tweets in the requested range contained "First Amendment", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 August 2022 at 09:19 UTC.

The requested start date was Tuesday, 16 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 7-hour, 50-minute period from Friday, 12 August 2022 at 05:50 UTC to Monday, 15 August 2022 at 13:40 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 : 8555
Unique Edges : 4111
Edges With Duplicates : 12320
Total Edges : 16431
Number of Edge Types : 5
Retweet : 5811
MentionsInRetweet : 7031
Tweet : 687
Mentions : 1828
Replies to : 1074
Self-Loops : 706
Reciprocated Vertex Pair Ratio : 0.00285653829877275
Reciprocated Edge Ratio : 0.00569680346028062
Connected Components : 928
Single-Vertex Connected Components : 382
Maximum Vertices in a Connected Component : 6151
Maximum Edges in a Connected Component : 13565
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.47198
Graph Density : 0.000129530864325746
Modularity : 0.555161
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,555 Twitter users whose tweets in the requested range contained "First Amendment", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 August 2022 at 09:19 UTC.

The requested start date was Tuesday, 16 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 7-hour, 50-minute period from Friday, 12 August 2022 at 05:50 UTC to Monday, 15 August 2022 at 13:40 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 : GraphServerTwitterSearch
Graph Term : First Amendment
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:
[500] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?referringSource=articleShare
[386] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[71] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?smid=tw-share
[55] https://www.huffpost.com/entry/rand-paul-espionage-act-repeal-first-amendment-spy-trump_n_62f9d9cbe4b0ab35e0b4312f
[19] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?smid=nytcore-ios-share
[17] https://www.huffpost.com/entry/rand-paul-espionage-act-repeal-first-amendment-spy-trump_n_62f9d9cbe4b0ab35e0b4312f?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[15] https://www.huffpost.com/entry/rand-paul-espionage-act-repeal-first-amendment-spy-trump_n_62f9d9cbe4b0ab35e0b4312f?d_id=4774910&ncid_tag=tweetlnkushpmg00000016&utm_medium=Social&utm_source=Twitter&utm_campaign=us_politics
[13] https://www.cnn.com/2022/08/11/politics/elaine-chao-trump-cabinet-january-6-25th-amendment/index.html
[12] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?partner=IFTTT
[10] https://www.alternet.org/2022/08/banned-books/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[225] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?referringSource=articleShare
[6] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[2] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?smid=tw-share
[1] https://nyti.ms/3dvL24k
[1] https://nyti.ms/3w28s7N
[1] https://trib.al/lr8YNrh
[1] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuomT1JKd6J17Vw1cRCfTTMQmqxCdw_PIxftm3iWka3DFDm8ZiO4IGImG9lzWIq9ua9o6mDqcVJpNN7ouQv11yKpbNlN2Vgi055WFgo8ZZiwwpIS_W24ww9TNQbU8u3fMX1WOFd1elve5rg7Ud3-5G-GEgyh2Og9mpsZid175xSQDx_raFuck3s0u3vYhGsh_ETZWZXSO7fa4DQ5se4nTNmGq4Qc1WOhfXTvZjITcv-pGKFMOfAqAGHBv4m8868deMccUOMv9Kh0jfsn_h9YBGzAibdfpV9BqGd-ix_g9uqXNqBeM1MO92_0wcaxSt7vBuWy_X009UTJAbFfReRctzRdP0eDSVw&smid=tw-share
[1] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuomT1JKd6J17Vw1cRCfTTMQmqxCdw_PIxftm3iWka3DFDm8ZiO4IGImG9lzWIq9ua9o6mDqcVJpNN7ouQv11yKpbNlN2Vgi055WFgo8ZZiwwpIS_W24ww9TNQbU8u3fMX1WOFd1elve5rg7Ud3-5G-GEgyh2Og9mpsZid175xSQDx_raFuck3s0u3vYhGsh_ETZWZXSO7fa4DQ5se4nTNmGq4Qc9Wu5ZWTrRjITcv-pGKFMOfAqAGHBv4m8868deMccUPsv8Jx0hfcn9iNYBGzAibdfpV9BqGd-ix_g9uqXNqBeM1MO92_02ca1ft7nCuW6wX009Hg5HUxJCioONoVqHnCLUxQ&smid=tw-share
[1] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuomT1JKd6J17Vw1cRCfTTMQmqxCdw_PIxftm3iWka3DFDm8ZiO4IGImG9lzWIq9ua9o6mDqcVJpNN7ouQv11yKpbNlN2Vgi055WFgo8ZZiwwpIS_W24ww9TNQbU8u3fMX1WOFd1elve5rg7Ud3-5G-GEgyh2Og9mpsZid175xSQDx_raFuck3s0u3vYhGsh_ETZWZXSO7fa4DQ5se4nTNmGq4QczWuxSWjDTjITcv-pGKFMOfAqAGHBv4m8868deMccUOcv8LB0he8n4iNYBGzAibdfpV9BqGd-ix_g9uqXNqBeM1MO92_03ca1Ut7nEuWuwX009KXkrh7L6e7qBW3iaIix-Wg&smid=tw-share
[1] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuonUktbfqYhkQFUaACbfQMMmqBCdnr_KzbA9jzjwKzjQRTFHzuIUBI7F_07Sfrdie5493i6AWJpINbIpSPl_yPMZP1BoT0PghKq4r6k_And_r5OvDCRx1ojRXLs8_HiyNze1dbwhzfi27kqKdWXoCqDAgnYrJxI2p8dvIFj83iYMlanVA6UijIkFqPQkD5x5TD8KYzDb_KW7TkUjZ6jVK03U-QI0WOpGWDDMndP667kIcA9aDFiuX2ooqC9nq4saYIVLSf65ex0we8P-gqETA3hoJeqqBJ4yRYvSldZ6oI3-xghILZg3eWwByi7Syds&referringSource=articleShare

Top URLs in Tweet in G2:
[9] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[2] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?referringSource=articleShare
[2] https://archive.ph/ams1n/again?url=https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html%3Fsmid=tw-nytimes%26smtyp=cur
[1] https://trib.al/YO45068
[1] https://t.co/Eq6r4DeqiL?smtyp=cur&smid=tw-nytpolitics
[1] https://www.cnn.com/2022/08/11/politics/elaine-chao-trump-cabinet-january-6-25th-amendment/index.html

Top URLs in Tweet in G3:
[1] https://twitter.com/johncardillo/status/1557815364137934848
[1] https://alexberenson.substack.com/p/the-white-house-privately-demanded

Top URLs in Tweet in G4:
[75] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[41] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?smid=tw-share
[18] https://www.huffpost.com/entry/rand-paul-espionage-act-repeal-first-amendment-spy-trump_n_62f9d9cbe4b0ab35e0b4312f
[14] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?referringSource=articleShare
[11] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?partner=IFTTT
[7] https://www.cnn.com/2022/08/11/politics/elaine-chao-trump-cabinet-january-6-25th-amendment/index.html
[7] https://tweetedtimes.com/kitson/thought-leaders
[4] https://www.rawstory.com/mama-bear/
[3] https://townhall.com/columnists/jamesspencer/2022/08/14/beyond-religion-the-first-amendment-and-ideological-groups-n2611665
[2] https://twitter.com/brithume/status/1558070289291952129

Top URLs in Tweet in G5:
[8] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html

Top URLs in Tweet in G6:
[5] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[4] https://www.mtsu.edu/first-amendment/post/2194/dismissal-of-consumer-protection-suit-against-fox-news-affirmed
[1] https://crsreports.congress.gov/product/pdf/IF/IF11072
[1] https://crsreports.congress.gov/product/pdf/IF/IF12180
[1] https://twitter.com/ladyraven3/status/1558838895101501441
[1] https://twitter.com/jeweledbird22/status/1558817668647436289
[1] https://twitter.com/69bull69dawg69/status/1558837552693608454
[1] https://www.mtsu.edu/first-amendment/article/940/counterspeech-doctrine
[1] https://www.mtsu.edu/first-amendment/article/186/new-york-times-co-v-sullivan
[1] https://www.mtsu.edu/first-amendment/article/1796/rhetorical-hyperbole

Top URLs in Tweet in G7:
[4] https://www.axios.com/2022/08/14/rand-paul-espionage-act-repeal?fbclid=IwAR0SD9fPQ5n-AO3apFI_Id82LDqng6rvrlaj2E4FE80YuZucmtfKY8Ff1VY&fs=e&s=cl
[3] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[1] https://twitter.com/realTuckFrumper/status/1558194127593828352
[1] https://twitter.com/OccupyDemocrats/status/1557490397055574016
[1] https://lawandcrime.com/u-s-capitol-breach/first-amendment-scholars-say-jan-6-rioter-is-subject-to-constitutional-command-disqualifying-insurrectionists-from-holding-public-office/
[1] https://www.foxnews.com/media/protests-supreme-court-justices-homes-bright-red-line-howard-kurtz

Top URLs in Tweet in G8:
[1] https://alexberenson.substack.com/p/the-white-house-privately-demanded?s=r&utm_campaign=post&utm_medium=web
[1] https://twitter.com/JudicialWatch/status/1558876105880178688
[1] https://www.thecollegefix.com/professor-blocked-for-tweeting-all-men-are-created-equal-files-first-amendment-lawsuit/
[1] https://www.history.com/.amp/news/presidents-relationship-with-press
[1] https://www.ntd.com/multiple-scientists-join-lawsuit-against-biden-administrations-alleged-social-media-censorship-on-covid-19_820957.html
[1] https://alexberenson.substack.com/p/the-white-house-privately-demanded?utm_source=substack&utm_medium=email

Top URLs in Tweet in G9:
[80] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[14] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?referringSource=articleShare
[10] https://www.alternet.org/2022/08/banned-books/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?smid=tw-share
[2] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?smid=tw-nytimes&smtyp=cur
[1] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuomT1JKd6J17Vw1cRCfTTMQmqxCdw_PIxftm3iWka3DFDm8ZiO4IGImG9lzWIq9ua9o6mDqcVJpNN7ouQv11yKpbNlN2Vgi055WFgo8ZZiwwpIS_W24ww9TNQbU8u3fMX1WOFd1elve5rg7Ud3-5G-GEgyh2Og9mpsZid175xSQDx_raFuck3s0u3vYhGsh_ETZWZXSO7fa4DQ5se4nTNmGq4QQ0X-FYXjjBz5XLu_9bLlIkWR-RR2h_4G089NpWJNsWWa77JBIkc8b66q4DXi0qdMz6Qs1sGPWH0uliorXPqheTycqpx_5QFKpcuLzMtmnSJ0-GSTcx8i9OVUwYwtCD6c3s&smid=tw-share
[1] https://redirect.viglink.com?u=https%3A%2F%2Fwww.nytimes.com%2F2022%2F08%2F13%2Fbusiness%2Fmedia%2Ffox-dominion-lawsuit-first-amendment.html%3Faction%3Dclick%26algo%3Dbandit-all-surfaces-time-cutoff-30_impression_cut_3_filter_new_arm_5_1%26alpha%3D0.05%26block%3Dmore_in_recirc%26fellback%3Dfalse%26imp_id%3D2741623%26impression_id%3D125fee50-1c58-11ed-a34d-fd34063db172%26index%3D0%26pgtype%3DArticle%26pool%3Dmore_in_pools%252Fpolitics%26region%3Dfooter%26req_id%3D850996547%26surface%3Deos-more-in%26variant%3D0_bandit-all-surfaces-time-cutoff-30_impression_cut_3_filter_new_arm_5_1&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://www.mtsu.edu/first-amendment/article/1045/espionage-act-of-1917
[1] https://twitter.com/fightfor15/status/1554221558599544832
[1] https://www.cnn.com/2022/08/11/politics/elaine-chao-trump-cabinet-january-6-25th-amendment/index.html

Top URLs in Tweet in G10:
[6] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?referringSource=articleShare
[5] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html
[1] https://www.nytimes.com/2022/08/13/business/media/fox-dominion-lawsuit-first-amendment.html?smid=tw-share
[1] https://nyti.ms/3C1pSFr
[1] https://mediagazer.com/220813/p3

Top Domains
Top Domains in Tweet in Entire Graph:
[1023] nytimes.com
[121] twitter.com
[91] huffpost.com
[29] mtsu.edu
[29] tweetedtimes.com
[20] alternet.org
[19] substack.com
[14] cnn.com
[13] youtube.com
[8] facebook.com

Top Domains in Tweet in G1:
[242] nytimes.com
[2] nyti.ms
[1] trib.al
[1] mtsu.edu

Top Domains in Tweet in G2:
[11] nytimes.com
[2] archive.ph
[1] trib.al
[1] t.co
[1] cnn.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] substack.com

Top Domains in Tweet in G4:
[156] nytimes.com
[48] twitter.com
[29] tweetedtimes.com
[22] huffpost.com
[11] substack.com
[8] cnn.com
[4] rawstory.com
[4] youtube.com
[3] eff.org
[3] townhall.com

Top Domains in Tweet in G5:
[8] nytimes.com

Top Domains in Tweet in G6:
[9] mtsu.edu
[6] twitter.com
[5] nytimes.com
[2] congress.gov
[1] uscourts.gov
[1] harvardlawreview.org
[1] amazon.com
[1] reason.com

Top Domains in Tweet in G7:
[4] axios.com
[3] nytimes.com
[2] twitter.com
[1] lawandcrime.com
[1] foxnews.com

Top Domains in Tweet in G8:
[2] substack.com
[1] twitter.com
[1] thecollegefix.com
[1] history.com
[1] ntd.com

Top Domains in Tweet in G9:
[104] nytimes.com
[10] alternet.org
[3] twitter.com
[1] viglink.com
[1] mtsu.edu
[1] cnn.com

Top Domains in Tweet in G10:
[12] nytimes.com
[1] nyti.ms
[1] mediagazer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] lieshaveconsequences
[20] dominion
[19] legalalert
[18] foxcorp
[18] murdochcrimefamily
[17] bluecrew
[16] fox
[10] foxnews
[7] journalists
[7] parliament



Top Hashtags in Tweet in G1:
[5] fox
[4] lieshaveconsequences
[2] foxnews
[1] trending
[1] news

Top Hashtags in Tweet in G4:
[3] fox
[3] freespeech
[3] firstamendment
[2] news
[2] defamation
[2] shiningjammukashmir
[2] espionageact
[2] slander
[1] foxnews
[1] impeachbiden

Top Hashtags in Tweet in G6:
[2] foxnotnews
[1] radicalright
[1] wethepeople

Top Hashtags in Tweet in G8:
[1] liar

Top Hashtags in Tweet in G9:
[10] lieshaveconsequences
[4] foxnewsfascistpropaganda
[4] defamation
[3] foxnewsbreedsterrorism
[3] foxnews
[2] trump
[2] biglie
[2] propaganda
[2] murdoch
[2] freespeech

Top Hashtags in Tweet in G10:
[2] lieshaveconsequences

Top Words
Top Words in Tweet in Entire Graph:
[3465] fox
[2924] first
[2674] amendment
[2274] against
[2061] election
[2011] falsehoods
[1730] lawsuit
[1719] over
[1541] company
[1504] huge

Top Words in Tweet in G1:
[994] nytimes
[940] over
[827] fox
[789] election
[789] falsehoods
[784] against
[780] lawsuit
[780] blow
[779] threatens
[779] huge

Top Words in Tweet in G2:
[571] fox
[566] against
[565] lawsuit
[560] over
[559] election
[559] company
[558] falsehoods
[557] corporation
[557] threatens
[557] huge

Top Words in Tweet in G3:
[815] federal
[411] johncardillo
[409] start
[407] multiple
[407] sources
[407] telling
[407] message
[407] blasted
[407] agencies
[407] cataloging

Top Words in Tweet in G4:
[238] first
[235] amendment
[132] fox
[103] suit
[99] defamation
[99] election
[97] falsehoods
[94] puts
[93] heels
[54] rights

Top Words in Tweet in G5:
[393] fox
[389] against
[368] kylegriffin1
[366] case
[365] dominion's
[365] billion
[365] defamation
[365] steadily
[365] progressing
[365] delaware

Top Words in Tweet in G6:
[196] first
[195] amendment
[42] speech
[42] fcc
[35] usconst_amend_i
[34] cable
[30] news
[29] protected
[28] government
[27] lies

Top Words in Tweet in G7:
[335] first
[325] tribelaw
[200] amendment
[194] case
[190] threats
[189] know
[189] criminally
[189] punishable
[189] protected
[188] anyone

Top Words in Tweet in G8:
[231] alexberenson
[100] biden
[95] administration
[92] evidence
[91] jeffreyatucker
[91] ok
[91] remarkable
[91] presents
[91] targeted
[91] directly

Top Words in Tweet in G9:
[353] fox
[314] dominion
[253] foxnews
[206] against
[190] far
[180] lawsuit
[145] false
[143] anchors
[143] nervous
[143] alleges

Top Words in Tweet in G10:
[205] fox
[191] election
[191] falsehoods
[185] defamation
[183] suit
[179] puts
[179] heels
[176] jillwinebanks
[175] stop
[175] republicans

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2307] first,amendment
[1996] election,falsehoods
[1970] against,fox
[1707] lawsuit,against
[1492] over,election
[1491] fox,corporation
[1482] threatens,huge
[1480] huge,financial
[1474] falsehoods,threatens
[1474] financial,blow

Top Word Pairs in Tweet in G1:
[786] election,falsehoods
[784] against,fox
[779] lawsuit,against
[779] threatens,huge
[777] huge,financial
[776] fox,corporation
[774] corporation,over
[774] over,election
[774] falsehoods,threatens
[774] financial,blow

Top Word Pairs in Tweet in G2:
[566] against,fox
[565] lawsuit,against
[557] fox,corporation
[557] corporation,over
[557] over,election
[557] election,falsehoods
[557] falsehoods,threatens
[557] threatens,huge
[557] huge,financial
[557] financial,blow

Top Word Pairs in Tweet in G3:
[407] multiple,federal
[407] federal,sources
[407] sources,telling
[407] telling,message
[407] message,blasted
[407] blasted,federal
[407] federal,agencies
[407] agencies,start
[407] start,cataloging
[406] johncardillo,multiple

Top Word Pairs in Tweet in G4:
[195] first,amendment
[94] election,falsehoods
[94] falsehoods,puts
[93] defamation,suit
[93] suit,election
[93] puts,fox
[92] fox,heels
[45] amendment,rights
[29] heels,see
[29] see,more

Top Word Pairs in Tweet in G5:
[389] against,fox
[365] dominion's,billion
[365] billion,defamation
[365] defamation,case
[365] case,against
[365] fox,steadily
[365] steadily,progressing
[365] progressing,delaware
[365] delaware,state
[365] state,court

Top Word Pairs in Tweet in G6:
[190] first,amendment
[23] violate,first
[20] protected,first
[16] cable,channels
[12] amendment,rights
[11] urocklive1,website
[11] website,promoting
[11] promoting,insurrection
[11] insurrection,spreading
[11] spreading,election

Top Word Pairs in Tweet in G7:
[200] first,amendment
[189] know,threats
[189] threats,criminally
[189] criminally,punishable
[189] punishable,protected
[189] protected,first
[188] case,anyone
[188] anyone,know
[186] tribelaw,case
[136] utterly,disgusting

Top Word Pairs in Tweet in G8:
[92] biden,administration
[91] ok,remarkable
[91] remarkable,alexberenson
[91] alexberenson,presents
[91] presents,evidence
[91] evidence,biden
[91] administration,targeted
[91] targeted,directly
[90] jeffreyatucker,ok
[90] directly,twit

Top Word Pairs in Tweet in G9:
[174] lawsuit,against
[148] against,foxnews
[145] foxnews,dominion
[143] dominion,fox
[143] fox,anchors
[143] anchors,nervous
[143] nervous,dominion
[143] dominion,alleges
[143] alleges,fox
[143] fox,repeatedly

Top Word Pairs in Tweet in G10:
[191] election,falsehoods
[180] defamation,suit
[179] suit,election
[179] falsehoods,puts
[179] puts,fox
[179] fox,heels
[175] heels,stop
[175] stop,republicans
[175] republicans,congress
[175] congress,repeating

Top Replied-To
Top Replied-To in Entire Graph:
@randpaul
@foxnews
@ronfilipkowski
@marshablackburn
@pt35mm
@usconst_amend_i
@angenette5
@adrienne3m
@barnacles71
@alexberenson

Top Replied-To in G1:
@keithh6910
@vedthalegend
@nytimes
@firebidennow

Top Replied-To in G2:
@gtconway3d
@nytpolitics
@puprsq
@mycvicious
@acnewsitics

Top Replied-To in G3:
@mtaibbi

Top Replied-To in G5:
@foxnews
@sallysteinborn1
@sifill_
@kylegriffin1

Top Replied-To in G6:
@pt35mm
@usconst_amend_i
@adrienne3m
@johnmc_md
@3yearletterman
@sebwrites
@freq4life
@richardgrenell
@mkham11
@gregmayefordc

Top Replied-To in G7:
@tribelaw
@occupydemocrats

Top Replied-To in G8:
@alexberenson
@tomfitton
@tru_engineer
@rasmussen_poll
@thackerpd
@twitter
@red4areason2014
@mtaibbi
@trumpcantcount
@rossiadam

Top Replied-To in G9:
@foxnews
@hei9htm3n
@jkbjournalist
@calltoactivism
@bonbonhen
@palmerreport
@dojopm
@buddythomas2012
@thegoatsmaster
@realtuckfrumper

Top Replied-To in G10:
@jillwinebanks
@leelevinedc

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@nytpolitics
@johncardillo
@kylegriffin1
@tribelaw
@foxnews
@alexberenson
@joetrippi
@jillwinebanks
@aslavitt

Top Mentioned in G1:
@nytimes
@aslavitt
@jameeljaffer
@nytpolitics
@jillwinebanks
@clivemyriebbc
@stormmela
@micah0118
@joetrippi
@kylegriffin1

Top Mentioned in G2:
@nytpolitics
@nytimes
@davemasters
@augustaphifer
@kylegriffin1
@notsurewhy49
@grantstern
@jazzziered
@schwanderer
@cincycher

Top Mentioned in G3:
@johncardillo
@tomfitton
@ashleymoodyfl
@barnes_law
@senphilwilliams
@acoyne

Top Mentioned in G4:
@lucindarhysevan
@changarrin
@33katurk

Top Mentioned in G5:
@kylegriffin1
@nytimes
@nytpolitics
@carolbarrycplp
@sifill_
@bcstevens77
@deificdragon
@jessep4florida

Top Mentioned in G6:
@usconst_amend_i
@fcc
@dashdobrofsky
@urocklive1
@foxnews
@gopisnsdap
@macfarlanenews
@heatherthomasaf
@jeweledbird22
@jakemrosen

Top Mentioned in G7:
@tribelaw
@nytimes
@bulldoghill
@2politicaltruth
@kylegriffin1
@nytpolitics
@bboptop
@midtownny
@candies2639

Top Mentioned in G8:
@alexberenson
@jeffreyatucker
@meriannejensen
@twitter
@thackerpd
@tomfitton
@drjbhattacharya
@akheriaty
@martinkulldorff
@collegefix

Top Mentioned in G9:
@foxnews
@kelly2277
@projectlincoln
@jkbjournalist
@bkesquire
@nytimes
@joetrippi
@realtuckfrumper
@dominionvoting
@billchristeson

Top Mentioned in G10:
@jillwinebanks
@stengel
@jwpetersnyt
@nytimes
@kylegriffin1
@nytpolitics
@patrickdmarley
@joetrippi
@mediagazer
@marshallyoum

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@rk70534
@tradermarcocost
@newsoneplace
@cagney1991
@serendipitysays
@yarosisnancy
@phillip92321
@lizditz
@bannerite

Top Tweeters in G1:
@rashidaldosari
@kenkircher1
@givemepie360
@jamestoupin
@enrico056
@pas5974
@lorettabower3
@squirrel1110
@windmillcharger
@eilonwy24

Top Tweeters in G2:
@cotey_mary
@davemasters
@pushandpulljlm
@fran_neena20409
@jameskthompson1
@carriesweet2017
@carolymorrisse1
@zentaoprincess
@kindlee55
@vivbwoke

Top Tweeters in G3:
@madanabhat
@filterednews
@hawleysjadefav
@browngravy_93
@richlin11a
@s_soteria
@mrastm
@jwarrenstokes
@starfortress
@jgzgurl24

Top Tweeters in G4:
@newsoneplace
@stockguy61
@new_narrative
@mile_by_mile
@i4harold
@pkgm
@udnspeak4me
@omahagemgirl
@realworldrj
@mediabot

Top Tweeters in G5:
@tradermarcocost
@betterw05759703
@awelab1956
@unlewis
@bronxfanatic
@maryalicebisho2
@dovewoman1
@masky_jay_hoody
@bbkenn92
@barbaramain07

Top Tweeters in G6:
@ecclesias
@urocklive1
@msdixiediva8253
@siadasha
@vickie627
@cbsnews
@robertmihaly1
@nexjql
@vincegottalotta
@amoneyresists

Top Tweeters in G7:
@yarosisnancy
@changetocindy
@margaritateresa
@cryborg
@deejay90192
@didifrench
@myradsirois1
@bulldoghill
@webehealthy
@cmodowd

Top Tweeters in G8:
@docwashburn
@thethegrinch7
@baizuobu
@dahart66
@theeconomist
@westernpajon
@highqoo
@neighhay
@dorothy1961
@garybolyerart

Top Tweeters in G9:
@phillip92321
@bannerite
@elkehollings
@deesbarbara
@bjcrochet
@beverlyfolkers
@carlyinnj
@debsomewhere
@loraanem
@betseybess

Top Tweeters in G10:
@jeffreymeursing
@avonan
@mstepczyk
@edgeoforever
@dc4hope
@bellablue1060
@feinberg_linda
@bengin1003
@snarkytoes
@mdtoorder