Koch, Twitter, 8/20/2019 12:06:24 PM, 207407


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Koch_2019-08-20_01-26-15.xlsx
Koch_2019-08-20_01-26-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 20, 2019
Short Description:
Koch via NodeXL http://bit.ly/2Njs2Ha
@kamalaharris
@tentoads4truth
@realdonaldtrump
@betoorourke
@gretathunberg
@detlef_koch_
@alf52841999
@cruellaisdevine
@moderat12041415
@thinkprogress

Top hashtags:
#kochbrothers
#koch
#uniter
#endegelände
#kochnetwork
#resist

Description:
Description
The graph represents a network of 18,939 Twitter users whose recent tweets contained "Koch", 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, 20 August 2019 at 08:54 UTC.

The tweets in the network were tweeted over the 1-day, 14-hour, 18-minute period from Sunday, 18 August 2019 at 18:06 UTC to Tuesday, 20 August 2019 at 08:24 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 : 18939
Unique Edges : 26986
Edges With Duplicates : 6636
Total Edges : 33622
Self-Loops : 2804
Reciprocated Vertex Pair Ratio : 0.0146337783812326
Reciprocated Edge Ratio : 0.0288454390008178
Connected Components : 1957
Single-Vertex Connected Components : 920
Maximum Vertices in a Connected Component : 13756
Maximum Edges in a Connected Component : 26277
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.692108
Graph Density : 7.50055520892927E-05
Modularity : 0.727383
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[550] https://www.clarionledger.com/story/news/2019/08/15/ms-ice-raids-breastfeeding-mom-taken-4-month-old-baby-koch-foods-morton-deportation-detainees/2002278001/
[190] https://finance.yahoo.com/video/pence-taxes-skyrocket-dems-win-181110532.html
[73] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[64] https://www.breitbart.com/politics/2019/08/13/americans-apply-jobs-koch-foods-after-ice-raid/
[43] https://jacobinmag.com/2019/08/ice-immigration-customs-enforcement-koch-foods-discrimination-harassment-suit
[40] https://boingboing.net/2019/08/18/kochland.html
[40] https://reason.com/2019/08/19/thinkprogress-panics-over-unlicensed-cosmetologists/
[39] https://thinkprogress.org/mercatis-medicare-for-all-study-0a8681353316/amp/?__twitter_impression=true
[31] https://twitter.com/thinkprogress/status/1162846820894171136
[27] https://theintercept.com/2019/08/13/koch-brothers-third-way/

Top URLs in Tweet in G1:
[9] https://www.clarionledger.com/story/news/2019/08/15/ms-ice-raids-breastfeeding-mom-taken-4-month-old-baby-koch-foods-morton-deportation-detainees/2002278001/
[1] https://thinkprogress.org/mercatis-medicare-for-all-study-0a8681353316/amp/?__twitter_impression=true
[1] https://twitter.com/NellEakin/status/1163487888085884928
[1] https://twitter.com/gtconway3d/status/1163457759494496257
[1] https://twitter.com/akkitwts/status/1163447617478488064
[1] https://twitter.com/mrbenwexler/status/1162832425132519425
[1] https://www.ecowatch.com/abolish-epa-bill-pruitt-2267818117.html?xrs=RebelMouse_fb&ts=1524750142
[1] https://thinkprogress.org/ice-raids-follow-massive-sexual-harassment-settlement-mississippi-plant-koch-foods-d95eb2720f67/

Top URLs in Tweet in G2:
[179] https://finance.yahoo.com/video/pence-taxes-skyrocket-dems-win-181110532.html
[18] https://www.prwatch.org/news/2012/10/11819/meet-network-hiding-koch-money-donors-trust-and-donors-capital-fund
[10] https://north99.org/2018/02/15/7-disturbing-facts-fraser-institute/
[9] https://www.sourcewatch.org/index.php/ALEC_Corporations
[9] https://www.prwatch.org/news/2017/01/13204/marc-short-koch-dark-money-operative-trump-legislative-director
[8] https://twitter.com/Tentoads4truth/status/1059504473045790721
[8] https://www.desmog.co.uk/2019/08/07/announcing-desmog-koch-network-database
[7] https://twitter.com/SaysDana/status/1163517594927677440
[6] https://checksandbalancesproject.org/wp-content/uploads/2017/06/White-House-70-of-Senior-Level-Officials-Have-Koch-Ties-6.18.17-.pdf
[6] https://twitter.com/tentoads4truth/status/1162798653192298497

Top URLs in Tweet in G3:
[36] https://www.clarionledger.com/story/news/2019/08/15/ms-ice-raids-breastfeeding-mom-taken-4-month-old-baby-koch-foods-morton-deportation-detainees/2002278001/
[28] https://thinkprogress.org/mercatis-medicare-for-all-study-0a8681353316/amp/?__twitter_impression=true
[23] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[22] https://boingboing.net/2019/08/18/kochland.html
[14] https://www.ecowatch.com/abolish-epa-bill-pruitt-2267818117.html
[13] https://guns.com/
[10] https://www.democracynow.org/2016/1/20/dark_money_jane_mayer_on_how
[8] https://twitter.com/thinkprogress/status/1162846820894171136
[8] https://www.numbersusa.com/news/americans-apply-jobs-koch-foods-after-ice-raid
[7] https://www.ecowatch.com/abolish-epa-bill-pruitt-2267818117.html?xrs=RebelMouse_fb&ts=1524750142

Top URLs in Tweet in G4:
[9] https://www.rawstory.com/2019/08/orange-county-teens-busted-for-singing-obscure-nazi-song-while-giving-hitler-salutes/
[7] https://www.democracynow.org/2016/1/20/dark_money_jane_mayer_on_how
[6] https://www.nytimes.com/2018/06/19/climate/koch-brothers-public-transit.html
[5] https://thehill.com/homenews/campaign/426902-koch-network-will-not-back-trump-for-reelection-report?amp&__twitter_impression=true
[5] https://www.yahoo.com/entertainment/hasan-minhaj-calls-koch-brothers-072737878.html?soc_src=community&soc_trk=tw
[5] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[4] https://www.politico.com/story/2019/02/04/former-koch-official-runs-epa-chemical-research-1136230
[4] https://finance.yahoo.com/video/pence-taxes-skyrocket-dems-win-181110532.html
[4] https://www.salon.com/2019/08/14/koch-brothers-funded-centrist-democratic-group-third-way-according-to-new-book/
[4] https://www.clarionledger.com/story/news/2019/08/15/ms-ice-raids-breastfeeding-mom-taken-4-month-old-baby-koch-foods-morton-deportation-detainees/2002278001/

Top URLs in Tweet in G5:
[47] https://www.breitbart.com/politics/2019/08/13/americans-apply-jobs-koch-foods-after-ice-raid/
[12] https://thepalmierireport.com/beto-claims-that-americans-didnt-want-jobs-at-koch-facility/
[4] https://twitter.com/breathesaltair/status/1163415839124709377
[1] https://trib.al/clUQcsE
[1] https://twitter.com/ginnylourn/status/1163644680162226176
[1] https://www.nytimes.com/2018/09/06/opinion/trump-koch-brothers-alliance.html
[1] https://www.breitbart.com/politics/2019/08/19/alabama-gop-senate-candidate-wants-illegals-to-fill-american-jobs-hires-zuckerberg-cheap-labor-aide/
[1] https://www.breitbart.com/politics/2019/08/18/report-illegal-workers-flee-georgia-food-plants-after-mississippi-ice-raids/
[1] https://twitter.com/Tentoads4truth/status/1059504473045790721
[1] https://twitter.com/BreitbartNews/status/1163416173100359680

Top URLs in Tweet in G6:
[124] https://www.clarionledger.com/story/news/2019/08/15/ms-ice-raids-breastfeeding-mom-taken-4-month-old-baby-koch-foods-morton-deportation-detainees/2002278001/
[3] https://finance.yahoo.com/video/pence-taxes-skyrocket-dems-win-181110532.html
[2] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[1] https://www.newyorker.com/magazine/2019/08/26/mike-pompeo-the-secretary-of-trump
[1] https://www.jacobinmag.com/2019/08/ice-immigration-customs-enforcement-koch-foods-discrimination-harassment-suit
[1] https://www.chicagobusiness.com/news/what-trumps-immigration-crackdown-means-big-chicken-processor
[1] https://www.propublica.org/article/how-a-top-chicken-company-cut-off-black-farmers-one-by-one/amp
[1] https://www.reuters.com/article/us-usa-immigration-koch-foods/allegations-of-labor-abuses-dogged-mississippi-plant-years-before-immigration-raids-idUSKCN1UZ1OV
[1] https://www.chicagotribune.com/business/ct-biz-ice-raids-koch-foods-20190816-xrjziewj4zeq3klhnurg2f5jry-story.html
[1] http://m.jacksonfreepress.com/news/2019/aug/12/koch-foods-peco-funded-chicken-pac-gave-thousands-/

Top URLs in Tweet in G7:
[8] https://taz.de/!5615790/
[2] https://www.youtube.com/watch?v=f2htwWueR1g

[2] https://www.bph-online.de/fallgeschichten/
[1] https://www.spiegel.de/politik/deutschland/sachsen-anhalt-polizei-ermittelt-wegen-versuchten-mordes-von-afd-politiker-a-1279402.html
[1] https://www.bild.de/unterhaltung/tv/tv/grill-den-henssler-sommer-spezial-jan-leyk-verraet-suff-anekdote-ueber-rosin-64049346.bild.html
[1] https://assets.documentcloud.org/documents/1508273/jeffrey-epsteins-little-black-book-redacted.pdf
[1] https://www.welt.de/politik/deutschland/article158049400/Fluechtlinge-machen-Urlaub-wo-sie-angeblich-verfolgt-werden.html
[1] https://www.orientaltours.de/syrien-reise-damaskus/
[1] https://www.amazon.de/Gekaufte-Journalisten-Udo-Ulfkotte/dp/3864451434
[1] https://twitter.com/lawyerberlin/status/1162971505732534273?s=19

Top URLs in Tweet in G8:
[18] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[14] https://www.salon.com/2019/08/14/koch-brothers-funded-centrist-democratic-group-third-way-according-to-new-book/
[5] https://www.washingtonexaminer.com/news/bernie-sanders-commends-koch-groups-for-advocating-criminal-justice-reform-for-some-of-the-right-reasons
[3] https://www.youtube.com/watch?v=sOx7UCKt1bA&feature=youtu.be

[3] https://thinkprogress.org/mercatis-medicare-for-all-study-0a8681353316/amp/?__twitter_impression=true
[1] https://www.kansas.com/news/local/article212601919.html
[1] https://twitter.com/cowicide/status/1163153359852806144
[1] https://twitter.com/washingtonpost/status/1118956587475963904
[1] https://twitter.com/lovetogive2/status/965823345831813120
[1] https://twitter.com/MoistureVapor8r/status/1122187263088050176

Top URLs in Tweet in G9:
[8] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[8] https://twitter.com/TwitterSafety/status/1163522653136834561
[6] https://twitter.com/yashalevine/status/1163547693563518976
[6] https://boingboing.net/2019/08/18/kochland.html
[5] https://www.azcentral.com/story/entertainment/media/2019/08/19/patriot-act-hasan-minhaj-takes-prop-105-koch-brothers/2052866001/
[3] https://www.desmogblog.com/2019/08/16/christopher-leonard-book-review-kochland-koch-industries
[3] https://www.nytimes.com/2018/06/19/climate/koch-brothers-public-transit.html
[3] http://www.backgroundbriefing.org/
[2] https://www.dailykos.com/stories/2019/8/14/1879094/-Open-thread-for-night-owls-Koch-Bros-and-Uber-want-to-demolish-public-transit
[2] https://www.npr.org/templates/story/story.php?storyId=750803289&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G10:
[38] https://reason.com/2019/08/19/thinkprogress-panics-over-unlicensed-cosmetologists/
[17] https://twitter.com/thinkprogress/status/1162846820894171136
[13] https://thinkprogress.org/koch-brothers-afp-anti-government-group-promotes-allowing-unlicensed-untrained-cosmetologists-fd5d4c51e942/?utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d5879026f0c9700014b677c&utm_medium=trueAnthem&utm_source=twitter
[7] https://thinkprogress.org/koch-brothers-afp-anti-government-group-promotes-allowing-unlicensed-untrained-cosmetologists-fd5d4c51e942/
[7] https://thinkprogress.org/koch-brothers-afp-anti-government-group-promotes-allowing-unlicensed-untrained-cosmetologists-fd5d4c51e942/?utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d59c37da341320001ab5b9d&utm_medium=trueAnthem&utm_source=twitter
[6] https://thinkprogress.org/koch-brothers-afp-anti-government-group-promotes-allowing-unlicensed-untrained-cosmetologists-fd5d4c51e942/?utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d5a7a44a341320001ab676a&utm_medium=trueAnthem&utm_source=twitter
[5] https://thinkprogress.org/koch-brothers-afp-anti-government-group-promotes-allowing-unlicensed-untrained-cosmetologists-fd5d4c51e942/?utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d59843aa341320001ab578c&utm_medium=trueAnthem&utm_source=twitter
[4] https://obamawhitehouse.archives.gov/the-press-office/2016/06/17/fact-sheet-new-steps-reduce-unnecessary-occupation-licenses-are-limiting
[2] https://thinkprogress.org/mercatis-medicare-for-all-study-0a8681353316/amp/?__twitter_impression=true
[2] https://www.apnews.com/8e9dc744455744c39dbe91c6602f5553

Top Domains
Top Domains in Tweet in Entire Graph:
[611] twitter.com
[580] clarionledger.com
[220] yahoo.com
[108] thinkprogress.org
[105] newyorker.com
[89] youtube.com
[87] breitbart.com
[48] woobox.com
[46] jacobinmag.com
[42] boingboing.net

Top Domains in Tweet in G1:
[9] clarionledger.com
[4] twitter.com
[2] thinkprogress.org
[1] ecowatch.com

Top Domains in Tweet in G2:
[182] yahoo.com
[93] twitter.com
[37] sourcewatch.org
[30] prwatch.org
[15] co.uk
[11] north99.org
[10] thenation.com
[10] politico.com
[8] nytimes.com
[8] clarionledger.com

Top Domains in Tweet in G3:
[112] twitter.com
[38] woobox.com
[38] clarionledger.com
[33] thinkprogress.org
[32] newyorker.com
[23] ecowatch.com
[23] boingboing.net
[17] youtube.com
[14] breitbart.com
[13] guns.com

Top Domains in Tweet in G4:
[54] twitter.com
[14] wnd.com
[13] yahoo.com
[10] rawstory.com
[8] theconservativetreehouse.com
[7] trib.al
[7] nytimes.com
[7] breitbart.com
[7] democracynow.org
[6] clarionledger.com

Top Domains in Tweet in G5:
[49] breitbart.com
[12] thepalmierireport.com
[9] twitter.com
[1] trib.al
[1] nytimes.com

Top Domains in Tweet in G6:
[124] clarionledger.com
[3] newyorker.com
[3] yahoo.com
[3] twitter.com
[2] theintercept.com
[2] chicagotribune.com
[1] jacobinmag.com
[1] chicagobusiness.com
[1] propublica.org
[1] reuters.com

Top Domains in Tweet in G7:
[8] taz.de
[3] bph-online.de
[2] welt.de
[2] youtube.com
[2] berlin-brandenburger-homoeopathie.de
[1] spiegel.de
[1] bild.de
[1] documentcloud.org
[1] orientaltours.de
[1] amazon.de

Top Domains in Tweet in G8:
[18] theintercept.com
[14] salon.com
[10] twitter.com
[5] washingtonexaminer.com
[3] youtube.com
[3] thinkprogress.org
[2] trib.al
[1] kansas.com
[1] bloomberg.com
[1] washingtonpost.com

Top Domains in Tweet in G9:
[24] twitter.com
[10] kochdocs.org
[9] newyorker.com
[6] azcentral.com
[6] boingboing.net
[6] nytimes.com
[4] thenation.com
[3] desmogblog.com
[3] trib.al
[3] backgroundbriefing.org

Top Domains in Tweet in G10:
[40] thinkprogress.org
[38] reason.com
[18] twitter.com
[4] archives.gov
[2] apnews.com
[1] mu.nu
[1] mercurynews.com
[1] brookings.edu
[1] treasury.gov
[1] readersupportednews.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[149] kochbrothers
[145] koch
[141] uniter
[108] endegelände
[69] kochnetwork
[56] resist
[54] familyseparation
[45] spobis19
[44] cdnpoli
[42] concours



Top Hashtags in Tweet in G1:
[5] kamalagotyoupressed

Top Hashtags in Tweet in G2:
[65] kochnetwork
[49] resist
[24] koch
[18] moscowmitch
[14] trumppence
[12] darkmoney
[12] pompeo
[12] missilemike
[6] kochbrothers
[5] baghdadbarr

Top Hashtags in Tweet in G3:
[42] koch
[36] giveaway
[34] reverendguitars
[34] gregkoch
[33] fishman
[33] entertowin
[8] kochbrothers
[4] climatechange
[4] nowplaying
[4] amazon

Top Hashtags in Tweet in G4:
[125] kochbrothers
[42] taxscam
[10] impeachment
[8] articles
[8] muellerreport
[8] muellertestimony
[8] collusion
[8] obstructionofjustice
[7] adhd
[6] russian

Top Hashtags in Tweet in G5:
[1] americafirst
[1] olegderipaska
[1] democrats
[1] nevertrump

Top Hashtags in Tweet in G6:
[11] wagetheft
[5] iceraid
[3] koch
[2] transformtheparty
[1] abolishice
[1] newtgohome
[1] impeachtrumpnow
[1] nopacs
[1] overturncitizensunited

Top Hashtags in Tweet in G7:
[11] homöopathie
[8] spd
[7] patienten
[3] niemalslinke
[3] klabauterbach
[2] bild
[2] flüchtlinge
[2] homeopathy
[2] tryhomeopathy
[2] medizin

Top Hashtags in Tweet in G8:
[6] pence
[4] fossilfuels
[3] trump
[3] koch
[3] meltingarctic
[3] oilandgas
[2] climatedenial
[2] profiteers
[2] putin
[2] genie

Top Hashtags in Tweet in G9:
[30] koch
[11] socialsecurity
[11] medicare
[7] stopkoch
[7] climatechange
[5] kochland
[5] bts
[2] noconcon
[2] kochdocs
[2] díadesolidaridad

Top Hashtags in Tweet in G10:
[22] reasonroundup

Top Words
Top Words in Tweet in Entire Graph:
[8937] Words in Sentiment List#1: Positive
[17504] Words in Sentiment List#2: Negative
[260] Words in Sentiment List#3: Angry/Violent
[435397] Non-categorized Words
[461838] Total Words
[9265] koch
[6689] baby
[6323] government
[6267] end
[6225] needs

Top Words in Tweet in G1:
[5768] baby
[5767] rights
[5766] girl
[5766] needs
[5766] mother
[5766] human
[5766] abuses
[5766] government
[5766] continue
[5766] end

Top Words in Tweet in G2:
[2091] koch
[643] s
[458] trump
[437] brothers
[373] new
[316] pompeo
[289] climate
[255] 1
[251] sbg1
[238] one

Top Words in Tweet in G3:
[860] koch
[163] brothers
[103] s
[60] 4
[58] new
[56] climate
[56] t
[50] ice
[48] people
[46] funded

Top Words in Tweet in G4:
[627] koch
[171] brothers
[164] #kochbrothers
[161] trump
[129] realdonaldtrump
[126] gop
[124] money
[115] #smartdissent
[110] now
[107] put

Top Words in Tweet in G5:
[483] americans
[438] koch
[332] time
[332] betoorourke
[331] black
[331] employment
[330] ask
[330] racist
[330] mad
[330] finding

Top Words in Tweet in G6:
[409] koch
[259] trump
[208] ice
[204] bros
[161] baby
[156] coverage
[150] mike
[150] pompeo
[150] man
[149] point

Top Words in Tweet in G7:
[495] detlef_koch_
[246] sie
[110] flüchtlinge
[104] sind
[93] alle
[88] urlaub
[77] nur
[75] wenn
[73] machen
[62] sich

Top Words in Tweet in G8:
[256] koch
[118] brothers
[117] want
[82] end
[70] repeal
[63] up
[60] funded
[59] billion
[52] climate
[48] way

Top Words in Tweet in G9:
[326] koch
[138] s
[95] charles
[89] new
[69] brothers
[60] climate
[54] hayek
[51] kochs
[51] u
[50] kochdocs

Top Words in Tweet in G10:
[292] koch
[159] brothers
[120] thinkprogress
[88] makeup
[83] government
[83] licensing
[81] artists
[76] occupational
[74] unlicensed
[62] reform

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6057] human,rights
[6034] baby,girl
[6034] girl,needs
[6034] needs,mother
[6034] mother,human
[6034] rights,abuses
[6034] abuses,government
[6034] government,continue
[6034] continue,end
[2308] koch,brothers

Top Word Pairs in Tweet in G1:
[5766] baby,girl
[5766] girl,needs
[5766] needs,mother
[5766] mother,human
[5766] human,rights
[5766] rights,abuses
[5766] abuses,government
[5766] government,continue
[5766] continue,end
[7] koch,brothers

Top Word Pairs in Tweet in G2:
[421] koch,brothers
[228] trump,s
[215] mike,pompeo
[199] heat,seeking
[199] seeking,missile
[199] missile,trump
[199] s,ass
[192] koch,backed
[187] revealing,profile
[187] profile,mike

Top Word Pairs in Tweet in G3:
[158] koch,brothers
[43] greg,koch
[39] koch,bros
[39] koch,signature
[39] signature,gristlemaster
[39] gristlemaster,guitar
[36] enter,win
[36] win,reverend
[35] reverend,greg
[35] guitar,red

Top Word Pairs in Tweet in G4:
[165] koch,brothers
[74] trump,put
[74] put,former
[74] former,#kochbrothers
[74] #kochbrothers,employee
[74] employee,charge
[74] charge,epa
[74] epa,regulation
[74] regulation,toxic
[74] toxic,chemicals

Top Word Pairs in Tweet in G5:
[330] time,ask
[330] ask,betoorourke
[330] betoorourke,racist
[330] racist,mad
[330] mad,black
[330] black,americans
[330] americans,finding
[330] finding,employment
[188] koch,brothers
[173] koch,foods

Top Word Pairs in Tweet in G6:
[204] koch,bros
[150] mike,pompeo
[146] pompeo,west
[146] west,point
[146] point,harvard
[146] harvard,law
[146] law,koch
[146] bros,front
[146] front,man
[146] man,inept

Top Word Pairs in Tweet in G7:
[38] alle,flüchtlinge
[28] urlaub,machen
[26] detlef_koch_,wenn
[23] hesika,detlef_koch_
[19] urlaub,syrien
[18] detlef_koch_,nein
[17] sie,sich
[17] detlef_koch_,sie
[17] detlef_koch_,titus_pullo55
[17] wohl,eher

Top Word Pairs in Tweet in G8:
[118] koch,brothers
[43] third,way
[42] pay,up
[40] family,pay
[35] andrewperezdc,davidsirota
[35] davidsirota,koch
[35] brothers,want
[35] want,eliminate
[35] eliminate,minimum
[35] minimum,wage

Top Word Pairs in Tweet in G9:
[68] koch,brothers
[67] charles,koch
[51] u,s
[42] mikeelk,scoop
[41] koch,industries
[35] light,rail
[29] koch,brothers'
[29] climate,denial
[27] new,book
[26] climate,change

Top Word Pairs in Tweet in G10:
[145] koch,brothers
[81] makeup,artists
[74] occupational,licensing
[54] overhauling,many
[54] many,excessive
[54] excessive,expensive
[54] expensive,nonsensical
[54] nonsensical,occupational
[54] licensing,requirements
[54] requirements,states

Top Replied-To
Top Replied-To in Entire Graph:
@detlef_koch_
@tentoads4truth
@johncornyn
@juddlegum
@realdonaldtrump
@bettemidler
@thinkprogress
@billkristol
@andrewperezdc
@kochdocs

Top Replied-To in G1:
@kamalaharris
@tattybonce

Top Replied-To in G2:
@tentoads4truth
@billkristol
@cruellaisdevine
@nytopinion
@thehill
@johnjharwood
@jennycohn1
@chrisinsilico
@newyorker
@vaudree2

Top Replied-To in G3:

Top Replied-To in G4:
@realdonaldtrump
@kochindustries
@lindseygrahamsc
@david_j_koch
@charliekirk11
@justinamash
@smartdissent
@michaelemann
@mtracey
@mg_koch

Top Replied-To in G5:
@breitbartnews
@trevor_aselton
@larry_patriot
@natashasjam
@gop
@gopchairwoman
@ginnylourn
@nancynoco24
@aac0519
@techrunner933

Top Replied-To in G6:
@juddlegum
@bettemidler
@joyannreid
@marywallace
@jrubinblogger
@newtgingrich
@tentoads4truth
@desra019
@cruellaisdevine
@kenvogel

Top Replied-To in G7:
@detlef_koch_
@hesika
@riftgood
@jrg26811468
@turkishrose2
@varguz2
@siggikrey
@karl_lauterbach
@frazionetoskana
@samurai_der

Top Replied-To in G8:
@andrewperezdc
@neeratanden
@thom_hartmann
@thirdwaytweet
@euroyankeeblog
@geoffmiami
@malcolmnance
@lovesthebern
@peterdaou
@berniesanders

Top Replied-To in G9:
@kochdocs
@johndediepolsci
@janemayernyer
@alyssa_milano
@blackwomenviews
@nytimes
@h0n3y_73
@rpx_xpr
@azcentral
@cleonardnews

Top Replied-To in G10:
@thinkprogress
@jlo_too
@reason
@davidcorndc
@senatorshoshana
@christianbrits
@brad_polumbo
@jessesingal
@enbrown
@trumwill

Top Mentioned
Top Mentioned in Entire Graph:
@betoorourke
@sbg1
@vp
@clarionledger
@detlef_koch_
@realdonaldtrump
@gop
@rwe_ag
@washingtonpost
@icegov

Top Mentioned in G2:
@sbg1
@vp
@tentoads4truth
@jennycohn1
@barbetta1
@lovetogive2
@jonathanbuckn13
@cameronkgvi
@drspockets
@kruminsalex

Top Mentioned in G3:

Top Mentioned in G4:
@realdonaldtrump
@epa
@gop
@foxnews
@speakerryan
@pryan
@ewarren
@ilhanmn
@rashidatlaib
@housejudiciary

Top Mentioned in G5:
@betoorourke
@breitbartnews
@potus
@gopchairwoman
@jakepalmieri
@realdonaldtrump
@friendlyjmc
@gop
@randpaul

Top Mentioned in G6:
@washingtonpost
@fec
@gop
@bettemidler
@jrubinblogger
@maddow
@realdonaldtrump
@ellenlweintraub
@davidfrum
@vp

Top Mentioned in G7:
@detlef_koch_
@titus_pullo55
@hesika
@mextase
@bmz_bund
@tazgezwitscher
@sauberekleidung
@bild
@riftgood
@sawsanchebli

Top Mentioned in G8:
@davidsirota
@berniesanders
@susansarandon
@neeratanden
@sensanders
@thirdwaytweet
@lumpylouish
@ryangrim
@andrewperezdc
@fondaconley14

Top Mentioned in G9:
@cleonardnews
@janemayernyer
@mikeelk
@exposingalec
@yashalevine
@doctorow
@kochdocs
@nytimes
@alecmacgillis
@mayorsrb

Top Mentioned in G10:
@thinkprogress
@joebiden
@reason
@proviewsusa
@truthglow
@primalpoly
@barackobama
@conorduffy_7
@ne0liberal
@senwarren

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@tomthunkitsmind
@oldlady12345
@harleypartsman7
@yuuji_k1
@alllibertynews
@paoloigna1
@jurylady5
@dichristine

Top Tweeters in G1:
@oldlady12345
@joleonbusby
@kat4obama
@revolution_fr
@thepoliticalcat
@thatmousebish
@onahunttoday
@willseattle
@cheezwitham
@eykis

Top Tweeters in G2:
@missb62
@lennaleprena
@cagney1991
@independent
@1denmadrid
@washumom
@dancas2
@sddphoto
@pattyolimerick
@debi129

Top Tweeters in G3:
@occuworld
@studio26radio
@animesh1977
@moonbootica
@wtul_playlist
@rocketnews1
@cahulaan
@nicanws
@jbswhatson
@enjeuxenergies

Top Tweeters in G4:
@plantflowes
@stockguy61
@theresamax
@patvpeters
@nhdogmom
@syr829
@lacunalingua
@nikitakitty
@foxnews
@flugennock

Top Tweeters in G5:
@souljahsingh
@lovtoridemytrek
@yojudenz
@mkues65
@jstines3
@ambinc1
@scribbledpages1
@dianabialkowski
@mscontrariansci
@tea_party_chris

Top Tweeters in G6:
@marcylauren
@davidlance3
@sherrilee7
@mayirmamay14
@windmillcharger
@sws_edu
@marthalynneowe1
@janet_yackle
@nofascistlies
@k810mt

Top Tweeters in G7:
@bild
@anneschnuppi
@tagesspiegel
@renft1964
@btkrth
@binberlinerin
@geromanat
@walter29340877
@rudisagmal
@swingtanz

Top Tweeters in G8:
@lavenderblue27
@cook_robert_l
@dgendvil
@damonbethea1
@b1e56df9ce6549f
@homegypsy
@senseof_outrage
@dcexaminer
@amyayers16
@margo94

Top Tweeters in G9:
@dichristine
@nytimes
@mike_eh_52
@ballerinax
@financialtimes
@marti431uew
@azcentral
@kelownascott
@billboard
@yahoofinance

Top Tweeters in G10:
@truthglow
@madanabhat
@phendricks71
@ami_tvdfan
@godandthebear
@thestalwart
@tamaraw68415067
@anthonyabides
@chasrmartin
@serpentine202