Parnas, Twitter, 1/22/2020 2:24:18 AM, 220184


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Parnas_2020-01-21_11-43-50.xlsx
Parnas_2020-01-21_11-43-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 22, 2020
Short Description:
Parnas via NodeXL http://bit.ly/2TJxTbN
@gop
@rudygiuliani
@vp
@adamparkhomenko
@pamkeithfl
@klasfeldreports
@realdonaldtrump
@jrubinblogger
@maddow
@josephabondy

Top hashtags:
#levremembers
#impeachmenttrial
#levparnas
#topbuzz
#parnas
#gopcoverup
#gopcrimesyndicate

Description:
Description
The graph represents a network of 14,713 Twitter users whose recent tweets contained "Parnas", 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 Tuesday, 21 January 2020 at 21:30 UTC.

The tweets in the network were tweeted over the 3-hour, 23-minute period from Tuesday, 21 January 2020 at 16:20 UTC to Tuesday, 21 January 2020 at 19:43 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 : 14713
Unique Edges : 22100
Edges With Duplicates : 3542
Total Edges : 25642
Number of Edge Types : 5
Retweet : 10337
MentionsInRetweet : 8261
Replies to : 2224
Tweet : 1464
Mentions : 3356
Self-Loops : 1509
Reciprocated Vertex Pair Ratio : 0.00274416303027577
Reciprocated Edge Ratio : 0.00547330641543293
Connected Components : 712
Single-Vertex Connected Components : 447
Maximum Vertices in a Connected Component : 13401
Maximum Edges in a Connected Component : 24225
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.441069
Graph Density : 0.000102976260631779
Modularity : 0.672324
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 14,713 Twitter users whose recent tweets contained "Parnas", 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 Tuesday, 21 January 2020 at 21:30 UTC.

The tweets in the network were tweeted over the 3-hour, 23-minute period from Tuesday, 21 January 2020 at 16:20 UTC to Tuesday, 21 January 2020 at 19:43 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 : Parnas
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:
[590] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[127] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?ref=home%3Fref%3Dhome&via=FB_Page&source=TDB
[103] https://www.rawstory.com/2020/01/lev-parnas-attorney-knocks-down-mike-pence-denials-by-tweeting-out-video-of-them-together/
[88] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?source=twitter&via=mobile
[76] https://www.newsweek.com/pence-lev-parnas-video-twitter-ukraine-impeachment-1483149
[70] https://twitter.com/josephabondy/status/1219401134646931457
[68] https://twitter.com/vickypjward/status/1219651675532808200
[67] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas
[64] https://trib.al/TnISTtY
[48] https://www.rawstory.com/2020/01/rudy-giuliani-throws-lev-parnas-under-the-bus-i-was-misled-by-him/

Top URLs in Tweet in G1:
[46] https://trib.al/TnISTtY
[32] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[22] https://www.cnn.com/2020/01/20/politics/joseph-bondy-lev-parnas-attorney/index.html
[17] https://www.rollingstone.com/politics/politics-news/lev-parnas-handed-over-tapes-of-trump-and-giuliani-to-the-house-intelligence-committee-917769/
[10] https://www.nbcnews.com/politics/trump-impeachment-inquiry/key-things-we-learned-lev-parnas-revealing-msnbc-interview-n1116931
[6] https://www.cnn.com/2020/01/16/politics/lev-parnas-ukraine-cnn-interview/index.html
[6] https://www.rawstory.com/2020/01/lev-parnas-attorney-knocks-down-mike-pence-denials-by-tweeting-out-video-of-them-together/
[5] https://www.foxnews.com/media/mike-braun-lev-parnas-trump-democrats-senate-impeachment-trial
[5] https://twitter.com/josephabondy/status/1219401134646931457
[4] https://www.washingtonpost.com/politics/once-this-is-over-well-be-kings-how-lev-parnas-worked-his-way-into-trumps-world--and-now-is-rattling-it/2020/01/18/68542ff4-3940-11ea-9541-9107303481a4_story.html

Top URLs in Tweet in G2:
[41] https://twitter.com/vickypjward/status/1219651675532808200
[27] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas
[12] https://www.thegatewaypundit.com/2020/01/rudy-giuliani-breaks-his-silence-on-lev-parnas-allegations-i-was-misled-by-him-i-will-tell-you-parnas-in-a-very-large-part-did-not-tell-the-truth-video/
[10] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas#.Xib3UoVk034.twitter
[6] https://twitter.com/josephabondy/status/1219489983540736000
[6] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[5] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?ref=home%3Fref%3Dhome&via=FB_Page&source=TDB
[3] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?source=twitter&via=mobile
[3] https://www.rawstory.com/2020/01/lev-parnas-attorney-knocks-down-mike-pence-denials-by-tweeting-out-video-of-them-together/
[3] https://twitter.com/josephabondy/status/1219401134646931457

Top URLs in Tweet in G3:
[13] https://www.newsweek.com/pence-lev-parnas-video-twitter-ukraine-impeachment-1483149
[4] https://twitter.com/vickypjward/status/1219651675532808200
[4] https://www.youtube.com/watch?v=raP2REkcL_k

[4] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?source=cheats&via=rss
[4] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas
[3] https://twitter.com/josephabondy/status/1219401134646931457
[2] https://www.rawstory.com/2020/01/lev-parnas-attorney-knocks-down-mike-pence-denials-by-tweeting-out-video-of-them-together/
[2] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[2] https://mavenroundtable.io/theintellectualist/news/watch-video-emerges-of-lev-parnas-holding-karen-pence-s-hand-at-celebration-Mgj9KAqouE6XYvPqJ9KKOQ
[2] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas#.Xib3UoVk034.twitter

Top URLs in Tweet in G4:
[5] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[5] https://www.rawstory.com/2020/01/lev-parnas-calls-on-bill-barr-to-recuse-himself-from-investigation-due-to-conflict-of-interest/#.XiYcm5TqD7M.twitter
[2] https://www.nbcnews.com/politics/justice-department/giuliani-associate-lev-parnas-asks-ag-barr-recuse-himself-case-n1118916
[2] https://twitter.com/josephabondy/status/1219499402588577792?s=21
[2] https://www.msnbc.com/kasie-dc/watch/the-curious-case-of-mr-hyde-77101125672
[2] https://trib.al/TnISTtY
[2] https://twitter.com/josephabondy/status/1219499402588577792
[1] https://twitter.com/pesterplarson3/status/1219549131200352256
[1] https://twitter.com/vickypjward/status/1219651675532808200
[1] https://twitter.com/FrakerMonica/status/1219701044491497472

Top URLs in Tweet in G5:
[2] http://www.msn.com/en-us/news/politics/lev-parnass-feverish-text-messages-show-his-wide-reach-among-ukraines-oligarchs-and-political-elite/ar-BBZ8Hlk?ocid=st2
[2] https://trib.al/TnISTtY
[1] https://twitter.com/CNNPolitics/status/1219391665594667012
[1] https://twitter.com/josephabondy/status/1219489983540736000
[1] https://www.fark.com/go/10685596
[1] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas#.Xib3UoVk034.twitter
[1] http://www.msn.com/en-us/news/politics/once-this-is-over-well-be-kings-how-lev-parnas-worked-his-way-into-trumps-world-%e2%80%94-and-now-is-rattling-it/ar-BBZ6dVI?ocid=st2
[1] https://twitter.com/kylegriffin1/status/1219374051430453251
[1] https://www.huffpost.com/entry/lev-parnas-trump-ukraine_n_5e1fa814c5b674e44b92242d
[1] https://twitter.com/roper_93/status/1219642337380442112

Top URLs in Tweet in G6:
[13] https://americanindependent.com/devin-nunes-lev-parnas-ukraine-rudy-giuliani-sacramento-bee/?utm_source=dlvr.it&utm_medium=twitter
[12] https://twitter.com/josephabondy/status/1219401134646931457
[6] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[4] https://twitter.com/hunterschwarz/status/1219665990356627456
[3] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?ref=home%3Fref%3Dhome&via=FB_Page&source=TDB
[3] https://www.washingtonpost.com/world/national-security/lev-is-talking-so-where-is-igor/2020/01/21/7e0d586c-0c9e-11ea-a49f-9066f51640f6_story.html
[3] https://www.washingtonpost.com/politics/once-this-is-over-well-be-kings-how-lev-parnas-worked-his-way-into-trumps-world--and-now-is-rattling-it/2020/01/18/68542ff4-3940-11ea-9541-9107303481a4_story.html
[2] https://twitter.com/1CraftyWitch/status/1219663362906300416
[2] https://www.thedailybeast.com/donand-trump-jr-admits-meeting-lev-parnas-i-thought-he-was-israeli
[2] https://twitter.com/mkraju/status/1219462401755578368

Top URLs in Tweet in G7:
[85] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?ref=home%3Fref%3Dhome&via=FB_Page&source=TDB
[20] https://www.rawstory.com/2020/01/lev-parnas-attorney-knocks-down-mike-pence-denials-by-tweeting-out-video-of-them-together/
[11] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[6] https://www.emptywheel.net/2019/10/22/we-can-learn-a-lot-from-that-lev-parnas-photo-with-ivana-trump/
[5] https://www.rawstory.com/2020/01/lev-parnas-attorney-knocks-down-mike-pence-denials-by-tweeting-out-video-of-them-together/#.Xic161n2zH4.twitter
[3] https://travelingboy.com/travel/paul-manaforts-lawyer-kevin-downing/
[3] https://www.nbcnews.com/politics/justice-department/giuliani-associate-lev-parnas-asks-ag-barr-recuse-himself-case-n1118916
[2] https://www.rollingstone.com/politics/politics-news/lev-parnas-handed-over-tapes-of-trump-and-giuliani-to-the-house-intelligence-committee-917769/
[2] https://www.rawstory.com/2020/01/rudy-giuliani-throws-lev-parnas-under-the-bus-i-was-misled-by-him/
[2] https://www.wsj.com/articles/lev-parnas-paid-his-way-into-donald-trumps-orbit-11579469071

Top URLs in Tweet in G8:
[35] https://www.newsweek.com/pence-lev-parnas-video-twitter-ukraine-impeachment-1483149
[21] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[15] https://mavenroundtable.io/theintellectualist/news/watch-video-emerges-of-lev-parnas-holding-karen-pence-s-hand-at-celebration-Mgj9KAqouE6XYvPqJ9KKOQ
[10] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas
[7] https://twitter.com/josephabondy/status/1219401134646931457
[6] https://www.rawstory.com/2020/01/lev-parnas-attorney-knocks-down-mike-pence-denials-by-tweeting-out-video-of-them-together/
[6] https://www.washingtonpost.com/world/national-security/lev-is-talking-so-where-is-igor/2020/01/21/7e0d586c-0c9e-11ea-a49f-9066f51640f6_story.html
[5] https://www.rawstory.com/2020/01/rudy-giuliani-throws-lev-parnas-under-the-bus-i-was-misled-by-him/
[4] https://www.foxnews.com/media/rudy-giuliani-heartbroken-by-stupid-lies-by-lev-parnas-hes-trying-to-avoid-jail-like-michael-cohen
[4] https://www.washingtonpost.com/politics/once-this-is-over-well-be-kings-how-lev-parnas-worked-his-way-into-trumps-world--and-now-is-rattling-it/2020/01/18/68542ff4-3940-11ea-9541-9107303481a4_story.html

Top URLs in Tweet in G9:
[36] https://talkingpointsmemo.com/muckraker/report-ukrainian-official-funded-10-million-parnas-loan-before-trump-access
[6] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[5] https://www.washingtonpost.com/opinions/2020/01/19/nunes-is-all-tied-up/
[2] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?ref=home%3Fref%3Dhome&via=FB_Page&source=TDB
[2] https://twitter.com/vickypjward/status/1219651675532808200
[2] https://trib.al/TnISTtY
[1] https://www.washingtonpost.com/opinions/2020/01/21/this-is-when-upside-down-trial-can-be-exposed/
[1] https://www.washingtonpost.com/opinions/2020/01/19/distinguished-person-week-lev-parnas/
[1] https://www.star-telegram.com/news/politics-government/article239488388.html
[1] https://www.newsweek.com/pence-lev-parnas-video-twitter-ukraine-impeachment-1483149

Top URLs in Tweet in G10:
[142] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him
[8] https://gregolear.substack.com/p/mobsters-in-transit-saturn-pluto
[4] https://www.thedailybeast.com/parnas-lawyer-shares-pence-video-after-vice-president-denies-knowing-him?ref=home%3Fref%3Dhome&via=FB_Page&source=TDB
[2] https://contemptor.com/2020/01/21/lawyer-shares-video-of-lev-parnas-and-mike-pence-to-prove-vp-knew-the-guy/
[2] https://www.wsj.com/video/private-photos-of-indicted-donor-depict-ties-to-trump-giuliani/7EED4946-5201-4D70-A8FF-0516DCC1488E.html
[1] https://twitter.com/shelbyholliday/status/1186228230908461056?s=20
[1] https://thehill.com/policy/national-security/479090-giuliani-says-he-was-misled-by-parnas
[1] https://www.thedailybeast.com/donand-trump-jr-admits-meeting-lev-parnas-i-thought-he-was-israeli
[1] https://talkingpointsmemo.com/muckraker/report-ukrainian-official-funded-10-million-parnas-loan-before-trump-access
[1] https://www.newsweek.com/lindsey-graham-lev-parnas-crooked-snake-impeachment-evidence-1482671

Top Domains
Top Domains in Tweet in Entire Graph:
[913] thedailybeast.com
[518] twitter.com
[231] rawstory.com
[113] thehill.com
[111] youtube.com
[111] trib.al
[98] cnn.com
[85] newsweek.com
[75] washingtonpost.com
[52] talkingpointsmemo.com

Top Domains in Tweet in G1:
[51] twitter.com
[50] trib.al
[44] thedailybeast.com
[38] cnn.com
[18] rollingstone.com
[15] rawstory.com
[10] washingtonpost.com
[10] nbcnews.com
[6] youtube.com
[6] foxnews.com

Top Domains in Tweet in G2:
[60] twitter.com
[41] thehill.com
[16] thedailybeast.com
[13] thegatewaypundit.com
[6] rawstory.com
[5] washingtonpost.com
[3] cnn.com
[3] trib.al
[2] newsweek.com
[2] hill.cm

Top Domains in Tweet in G3:
[17] twitter.com
[13] newsweek.com
[8] thedailybeast.com
[6] thehill.com
[5] youtube.com
[4] rawstory.com
[2] mavenroundtable.io
[2] cnn.com
[1] rollingstone.com
[1] lawandcrime.com

Top Domains in Tweet in G4:
[10] twitter.com
[7] rawstory.com
[6] thedailybeast.com
[3] msnbc.com
[2] nbcnews.com
[2] washingtonpost.com
[2] trib.al
[1] threadreaderapp.com
[1] go.com
[1] thehill.com

Top Domains in Tweet in G5:
[5] twitter.com
[3] msn.com
[2] trib.al
[1] fark.com
[1] thehill.com
[1] huffpost.com
[1] thedailybeast.com

Top Domains in Tweet in G6:
[26] twitter.com
[14] americanindependent.com
[12] thedailybeast.com
[7] washingtonpost.com
[1] courthousenews.com
[1] trib.al
[1] theweek.com
[1] nytimes.com
[1] travelingboy.com
[1] axios.com

Top Domains in Tweet in G7:
[99] thedailybeast.com
[31] rawstory.com
[22] twitter.com
[9] emptywheel.net
[4] nbcnews.com
[4] washingtonpost.com
[3] travelingboy.com
[3] wsj.com
[3] trib.al
[2] rollingstone.com

Top Domains in Tweet in G8:
[60] twitter.com
[41] newsweek.com
[24] thedailybeast.com
[18] rawstory.com
[16] thehill.com
[16] mavenroundtable.io
[15] washingtonpost.com
[12] youtube.com
[11] cnn.com
[9] nytimes.com

Top Domains in Tweet in G9:
[36] talkingpointsmemo.com
[9] thedailybeast.com
[7] washingtonpost.com
[6] twitter.com
[2] trib.al
[1] star-telegram.com
[1] newsweek.com
[1] thehill.com

Top Domains in Tweet in G10:
[147] thedailybeast.com
[8] substack.com
[6] twitter.com
[2] thehill.com
[2] washingtonpost.com
[2] contemptor.com
[2] wsj.com
[1] talkingpointsmemo.com
[1] newsweek.com
[1] kyivpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1089] levremembers
[174] impeachmenttrial
[172] levparnas
[146] topbuzz
[134] parnas
[126] gopcoverup
[92] gopcrimesyndicate
[56] impeachmenthearings
[38] trump
[34] midnightmitch



Top Hashtags in Tweet in G1:
[108] levremembers
[62] levparnas
[37] impeachmenthearings
[22] agbarr
[21] devremembers
[20] letlevspeak
[13] gopcoverup
[12] parnas
[11] impeachmenttrial
[10] maddow

Top Hashtags in Tweet in G2:
[46] levremembers
[27] cody45
[11] levparnas
[9] parnas
[9] impeachmenttrial
[7] breaking
[4] devinnunesgotcaughtagain
[4] maddow
[3] impeachmenthearings
[3] trumpcrimesyndicate

Top Hashtags in Tweet in G3:
[688] levremembers
[20] levparnas
[20] parnas
[7] ukraine
[3] mog
[3] maga
[2] impeachmenttrial
[2] trump
[2] barr
[2] theyallknew

Top Hashtags in Tweet in G4:
[25] levremembers
[4] levparnas
[3] impeachmenthearings
[2] coverup
[2] donaldtrump
[2] ukraine
[2] trump
[2] parnas
[1] doubleagentbarr
[1] kellyanneconway

Top Hashtags in Tweet in G5:
[12] levremembers
[6] parnas
[3] breaking
[3] barr
[1] theresistance
[1] foxnews
[1] yahoo
[1] google
[1] mondaythoughts
[1] fbrparty

Top Hashtags in Tweet in G6:
[13] national
[13] ca22
[7] levparnas
[6] trumpknew
[6] levremembers
[5] massmarchforremoval
[5] taintedtrumptrial
[5] impeachmenttrial
[5] kellyanneconway
[3] impeachmenthearings

Top Hashtags in Tweet in G7:
[86] impeachmenttrial
[8] levremembers
[4] priceless
[2] kremlinkevin
[2] gopcoverup
[2] levparnas
[2] kag2020
[2] coverupmcconnell
[2] topbuzz
[2] moneylaundering

Top Hashtags in Tweet in G8:
[15] impeachmenttrial
[9] levparnas
[9] smartnews
[6] topbuzz
[6] parnas
[5] midnightmitch
[4] trumpsremovaltrial
[4] midnightmoscowmitch
[4] gopcoverup
[3] levremembers

Top Hashtags in Tweet in G9:
[6] levremembers
[4] gopcoverup
[4] moscowmitch
[3] parnas
[3] trumpisguilty
[2] impeachmenttrial
[2] penceknew
[1] removeddonthecon
[1] manafort
[1] allroadsleadtoputin

Top Hashtags in Tweet in G10:
[9] levremembers
[4] impeachmenttrial
[3] september
[2] coverup
[2] levparnas
[1] billbarr
[1] barrknew
[1] maddow
[1] kremlinkevin
[1] onlythebest

Top Words
Top Words in Tweet in Entire Graph:
[8589] Words in Sentiment List#1: Positive
[14350] Words in Sentiment List#2: Negative
[87] Words in Sentiment List#3: Angry/Violent
[536582] Non-categorized Words
[559523] Total Words
[19831] parnas
[13405] lev
[4305] trump
[3635] pence
[3350] video

Top Words in Tweet in G1:
[3071] parnas
[1666] lev
[720] trump
[569] pence
[553] #levremembers
[540] giuliani
[473] #letlevspeak
[412] attorney
[366] know
[345] realdonaldtrump

Top Words in Tweet in G2:
[2685] parnas
[2471] lev
[1252] gop
[1218] #levremembers
[1198] call
[1197] trial
[1178] senator
[1173] juror
[1171] #leviseverywhere
[1024] rudygiuliani

Top Words in Tweet in G3:
[863] parnas
[809] vp
[794] pence
[792] lev
[756] mike
[731] know
[729] #letlevspeak
[717] #levremembers
[705] #theyallknew
[704] guy

Top Words in Tweet in G4:
[972] parnas
[646] call
[623] testimony
[621] testify
[618] mcconnell
[617] congressional
[614] week
[614] sham
[614] #coverup
[613] dear

Top Words in Tweet in G5:
[1468] video
[1464] pm
[861] parnas
[806] lev
[754] testimony
[753] witnesses
[744] republicans
[743] senate
[736] interview
[734] maddow

Top Words in Tweet in G6:
[902] parnas
[750] lev
[577] igor
[523] fruman
[513] criminal
[508] defense
[487] president
[485] sekulow
[476] attorney
[466] jay

Top Words in Tweet in G7:
[691] parnas
[432] lev
[312] trump
[161] gonna
[143] pence
[140] firtash
[130] ukraine
[124] one
[121] testimony
[119] mike

Top Words in Tweet in G8:
[431] parnas
[275] lev
[128] trump
[110] giuliani
[106] pence
[87] video
[56] attorney
[50] barr
[49] associate
[49] shares

Top Words in Tweet in G9:
[741] see
[539] parnas
[468] lev
[390] john
[386] know
[382] report
[381] bolton
[371] remember
[371] interviews
[370] gao

Top Words in Tweet in G10:
[422] parnas
[239] lev
[203] oh
[163] trump
[136] mother
[84] legal
[78] sekulow
[77] jay
[77] team
[76] mueller

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12171] lev,parnas
[2094] #levremembers,#letlevspeak
[1781] mike,pence
[1690] gop,senator
[1685] senator,juror
[1282] know,guy
[1149] everyone,loop
[1130] vp,mike
[1105] pence,indeed
[1105] indeed,know

Top Word Pairs in Tweet in G1:
[1556] lev,parnas
[401] #levremembers,#letlevspeak
[293] trump,giuliani
[204] recuse,himself
[198] vice,president
[194] white,house
[192] attorney,general
[187] special,prosecutor
[185] bill,barr
[181] relationship,parnas

Top Word Pairs in Tweet in G2:
[2432] lev,parnas
[1173] gop,senator
[1171] senator,juror
[679] mike,braun
[676] braun,indiana
[670] impeachment,trial
[668] parnas,witness
[667] nice,shot
[667] shot,latest
[667] latest,gop

Top Word Pairs in Tweet in G3:
[781] lev,parnas
[752] mike,pence
[731] vp,mike
[715] #levremembers,#letlevspeak
[703] pence,indeed
[703] indeed,know
[703] know,guy
[703] guy,everyone
[703] everyone,loop
[703] loop,gordon

Top Word Pairs in Tweet in G4:
[615] call,parnas
[614] parnas,testify
[613] dear,nancy
[613] nancy,call
[613] testify,congressional
[613] congressional,hearing
[613] hearing,next
[613] next,week
[613] week,big
[613] big,parallel

Top Word Pairs in Tweet in G5:
[803] lev,parnas
[733] maddow,interview
[732] media,advisory
[732] advisory,today
[732] today,30
[732] 30,pm
[732] pm,00
[732] 00,pm
[732] pm,between
[732] between,union

Top Word Pairs in Tweet in G6:
[666] lev,parnas
[509] igor,fruman
[507] criminal,defense
[466] jay,sekulow
[448] parnas,igor
[446] trump's,attorney
[446] attorney,jay
[446] sekulow,seen
[446] seen,conveying
[446] conveying,message

Top Word Pairs in Tweet in G7:
[304] lev,parnas
[117] mike,pence
[85] pence,gonna
[85] gonna,slither
[85] slither,one
[85] one,part
[85] part,conspiracy
[85] conspiracy,#impeachmenttrial
[79] claim,executive
[79] executive,privilege

Top Word Pairs in Tweet in G8:
[255] lev,parnas
[45] giuliani,associate
[42] denies,knowing
[32] mike,pence
[30] shares,video
[28] rudy,giuliani
[28] parnas,attorney
[28] lawyer,shares
[26] parnas,lawyer
[24] recuse,himself

Top Word Pairs in Tweet in G9:
[466] lev,parnas
[376] john,bolton
[369] remember,reading
[369] reading,gao
[369] gao,report
[369] report,newspaper
[369] newspaper,allowed
[369] allowed,see
[369] see,saw
[369] saw,lev

Top Word Pairs in Tweet in G10:
[232] lev,parnas
[134] oh,mother
[77] jay,sekulow
[77] trump,legal
[77] legal,team
[66] oh,look
[66] look,jay
[66] sekulow,fellow
[66] fellow,trump
[66] team,member

Top Replied-To
Top Replied-To in Entire Graph:
@epochtimes
@realdonaldtrump
@josephabondy
@speakerpelosi
@gop
@devinnunes
@mkraju
@joycewhitevance
@maddow
@glennkirschner2

Top Replied-To in G1:
@epochtimes
@realdonaldtrump
@devinnunes
@josephabondy
@senatorbraun
@maddow
@mmpadellan
@jordansekulow
@senatemajldr
@natashabertrand

Top Replied-To in G2:
@gop
@rudygiuliani
@davidcorndc
@thehill
@josephabondy
@ibiegen
@mommakin719x3
@revillio101
@qdecoder
@mdnij34

Top Replied-To in G3:
@josephabondy
@vp
@amygolf1
@wendymeer11
@condreaydavid
@irhystay
@northeast_mama
@chidinwatu
@maddow
@rudygiuliani

Top Replied-To in G4:
@tom_winter
@clb4yeswecan
@repleezeldin
@senrickscott
@devinnunes
@pamkeithfl
@johnwdean
@housedemocrats
@rudygiuliani
@klglass2

Top Replied-To in G5:
@thetrut87021004
@djpaulv
@usebigears
@maegutz
@politico

Top Replied-To in G6:
@klasfeldreports
@mollyjongfast
@john_sipher
@dixieann18
@co_rapunzel4
@iamrachelwolf
@maddow
@mrfawkes51
@raschatz
@carriecordero

Top Replied-To in G7:
@teapainusa
@gtconway3d
@ideagov
@soychicka
@therickwilson
@spiroagnewghost
@dirkschwenk
@angrierwhstaff
@emptywheel
@secpompeo

Top Replied-To in G9:
@jrubinblogger
@mailmannz
@deblync76
@ladybugdink
@joshtpm
@lai_krtisfranks
@alandersh
@davewiner
@ginasmith888
@gop

Top Replied-To in G10:
@emmatscott
@truefactsstated
@donaldjtrumpjr
@senkamalaharris
@teddyluttenburg
@marc_lotter
@jimswiftdc
@jedhfranklin1
@jfreewright
@57stratreissue

Top Mentioned
Top Mentioned in Entire Graph:
@gop
@rudygiuliani
@vp
@realdonaldtrump
@thejusticedept
@senatemajldr
@msnbc
@josephabondy
@thedailybeast
@nicolledwallace

Top Mentioned in G1:
@realdonaldtrump
@senatemajldr
@gop
@thejusticedept
@rudygiuliani
@leaflegal
@josephabondy
@vp
@senatorcollins
@tomerelk

Top Mentioned in G2:
@gop
@rudygiuliani
@vp
@gatewaypundit
@realdonaldtrump
@devinnunes
@josephabondy
@briantylercohen
@thejusticedept
@thedailybeast

Top Mentioned in G3:
@vp
@gop
@rudygiuliani
@googlenews
@secondlady
@mog7546
@realdonaldtrump
@josephabondy
@karenpence

Top Mentioned in G4:
@gop
@vp
@rudygiuliani
@frankfigliuzzi1
@maggienyt
@senrickscott
@marcorubio
@donwinslow
@thejusticedept
@devinnunes

Top Mentioned in G5:
@gop
@vp
@rudygiuliani
@mikebloomberg
@maddow
@emolclause
@victoensing
@senatemajldr
@peterjhasson
@byronyork

Top Mentioned in G6:
@paulsonne
@postroz
@rudygiuliani
@gop
@vp
@thejusticedept
@realdonaldtrump
@nataliegryvnyak
@maddow
@robyndixon__

Top Mentioned in G7:
@ericgarland
@therickwilson
@louisemensch
@lauferlaw
@asharangappa_
@vp
@gop
@slickrockweb
@valdiskrebs
@cherijacobus

Top Mentioned in G8:

Top Mentioned in G9:
@tpm
@gop
@rudygiuliani
@vp
@realdonaldtrump
@thejusticedept
@gtconway3d
@jrubinblogger
@mkraju
@maddow

Top Mentioned in G10:
@donaldjtrumpjr
@gop
@vp
@rudygiuliani
@laurizzlek
@wsjvideo
@govrondesantis
@judgejeanine
@silverf22330551
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@tomthunkitsmind
@oldlady12345
@the_news_diva
@dichristine
@koltovskoyyakov
@monicasloves
@kat4obama
@rjber15

Top Tweeters in G1:
@mroopchand143
@rachel_mcrea
@stockguy61
@lovetogive2
@kstreet111
@lisakbromley
@loyaltotrump
@purplegarter1
@79topper
@solusnan1

Top Tweeters in G2:
@patriot_girl_tx
@madanabhat
@thehill
@givemepie360
@5b20be6386164f8
@mdlmurray
@doctorcara
@loulachat
@micjojd
@franceafrik

Top Tweeters in G3:
@mog7546
@minotauresse
@marthalynneowe1
@liverpotlian
@jjj5819
@baronianconsult
@kalaax008
@gumboqueen3030
@bndsnoopy61
@dsochoa

Top Tweeters in G4:
@kenkircher1
@phendricks71
@sheiladecker19
@penndragonart
@jeannie_hartley
@cotey_mary
@txsleuthusa
@chuckw12
@barbie892
@kane007

Top Tweeters in G5:
@rjber15
@tyberzannxxxx
@kath2252
@dawnarickelz
@teakinrj
@amadii
@inittowinit007
@srauer20
@trumpwatchnews
@valsadie

Top Tweeters in G6:
@missb62
@kat4obama
@gottalaff
@metaquest
@businessinsider
@wildwillow65
@vedehimajumdar
@katcapps
@princessbravato
@carlyinnj

Top Tweeters in G7:
@inspiteoftrump
@grandpooba5440
@theresamax
@bethsinniresist
@darlene_edw
@cblazblaz
@geegeebythesea
@geostompx
@rebellegrrl
@cheryl_marlin

Top Tweeters in G8:
@the_news_diva
@koltovskoyyakov
@4pawshop
@sir_max
@doodlebug0
@new_narrative
@analyticaglobal
@robinmcouch
@objectivepress
@droolindog

Top Tweeters in G9:
@padakitty
@pas5974
@pollsstar
@nhdogmom
@vi44
@maryalicebisho2
@deemoney521
@ethomas3915
@donnadiane1970
@gvalan

Top Tweeters in G10:
@phillip92321
@greeeneyedwhwom
@patta47cake
@fwdcrocblu
@girliegurl23
@msjbe20a
@leighlike1234
@jacquelinehine1
@redboybroken
@hester_hen