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medicaid_2017-03-20_00-39-30.xlsx
medicaid_2017-03-20_00-39-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2017
Short Description:
medicaid via NodeXL http://bit.ly/2nXHSqN
@jordanuhl
@realdonaldtrump
@thedailyedge
@kamalaharris
@maxinewaters
@rvawonk
@tpm

Description:
Description
The graph represents a network of 5,300 Twitter users whose tweets in the requested range contained "medicaid", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 March 2017 at 07:40 UTC.

The requested start date was Monday, 20 March 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 1-hour, 42-minute period from Thursday, 16 March 2017 at 11:18 UTC to Sunday, 19 March 2017 at 13:00 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 : 5300
Unique Edges : 5899
Edges With Duplicates : 741
Total Edges : 6640
Self-Loops : 1331
Reciprocated Vertex Pair Ratio : 0.00614957349732196
Reciprocated Edge Ratio : 0.0122239747634069
Connected Components : 1123
Single-Vertex Connected Components : 636
Maximum Vertices in a Connected Component : 3202
Maximum Edges in a Connected Component : 4458
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.028801
Graph Density : 0.000180596552571329
Modularity : 0.790541
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[146] http://www.vox.com/2017/3/13/14914812/trump-ahca-medicaid-cuts?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[140] http://talkingpointsmemo.com/dc/obamacare-repeal-medicaid-trojan-horse
[65] http://trib.al/1JFup2C
[51] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan?utm_source=twitter.com&utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_content=20170317
[49] http://www.forbes.com/sites/brucejapsen/2017/03/16/paul-ryans-trumpcare-firewall-is-cracking-on-the-medicaid-front/?utm_source=dlvr.it&utm_medium=twitter
[40] http://trib.al/FXUkrZo
[40] http://talkingpointsmemo.com/dc/obamacare-repeal-medicaid-trojan-horse?utm_content=buffer6f531&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[30] https://www.washingtonpost.com/powerpost/obamacare-revision-moves-to-next-step-thursday-house-budget-committee/2017/03/15/31fa1ec8-09f5-11e7-93dc-00f9bdd74ed1_story.html
[26] http://www.startribune.com/mayo-to-pick-privately-insured-patients-amid-medicaid-pressures/416185134/
[24] http://trib.al/oQKRGpn

Top URLs in Tweet in G1:
[48] http://www.forbes.com/sites/brucejapsen/2017/03/16/paul-ryans-trumpcare-firewall-is-cracking-on-the-medicaid-front/?utm_source=dlvr.it&utm_medium=twitter
[14] http://www.forbes.com/sites/brucejapsen/2017/03/16/paul-ryans-trumpcare-firewall-is-cracking-on-the-medicaid-front/
[9] http://www.startribune.com/mayo-to-pick-privately-insured-patients-amid-medicaid-pressures/416185134/
[9] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan
[8] http://www.salon.com/2017/03/16/trumps-medicaid-assault-now-hes-gutting-a-social-program-he-swore-hed-protect/?utm_source=dlvr.it&utm_medium=twitter
[7] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan?utm_medium=twitter&utm_campaign=news&utm_source=dlvr.it
[6] http://www.huffingtonpost.com/entry/tom-price-cancer-survivor-medicaid_us_58ca56cde4b0ec9d29d8c63b
[6] http://www.washingtonpost.com/news/soloish/wp/2017/03/16/the-gop-plan-to-roll-back-medicaid-might-force-more-couples-to-get-divorced/
[6] https://www.medpagetoday.com/PublicHealthPolicy/Medicaid/63877
[6] http://www.syracuse.com/

Top URLs in Tweet in G2:
[15] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan?utm_source=twitter.com&utm_campaign=politics&utm_medium=social&utm_term=nprnews
[4] http://gazette.com/article/1599096
[3] http://www.huffingtonpost.com/2017/03/16/tom-price-cancer-survivor-medicaid_n_15401550.html?utm_hp_ref=politics&ir=Politics
[1] https://rewire.news/article/2017/02/22/planned-parenthood-wins-medicaid-fight-texas-whats-next/
[1] http://rewire.link/2mCwoLV
[1] https://www.washingtonpost.com/news/wonk/wp/2015/01/20/parents-earning-more-than-2800-are-too-rich-to-qualify-for-medicaid-in-texas/?utm_term=.c6b662482395
[1] http://talkingpointsmemo.com/dc/obamacare-repeal-medicaid-trojan-horse
[1] https://twitter.com/i/web/status/841800585556946944

Top URLs in Tweet in G3:
[2] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan?utm_medium=RSS&utm_campaign=healthcare
[2] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan?utm_medium=RSS&utm_campaign=storiesfromnpr
[1] https://twitter.com/i/web/status/842247396071415808

Top URLs in Tweet in G4:
[3] http://www.washingtonpost.com/national/health-science/on-first-day-in-office-new-medicaid-chief-urges-states-to-charge-premiums-prod-recipients-to-get-jobs/2017/03/15/8d36c480-0928-11e7-a15f-a58d4a988474_story.html?tid=ss_tw
[2] http://www.vox.com/policy-and-politics/2017/3/14/14923784/christopher-ruddy-medicaid
[1] https://twitter.com/i/web/status/843445132213063680
[1] https://twitter.com/i/web/status/843201347684065285
[1] https://twitter.com/i/web/status/843444725101350913
[1] https://twitter.com/i/web/status/837851709720391681
[1] https://twitter.com/i/web/status/842359835140198400
[1] http://www.vox.com/2017/3/13/14914812/trump-ahca-medicaid-cuts
[1] https://twitter.com/i/web/status/839969953595940864
[1] https://twitter.com/i/web/status/843260637270724608

Top URLs in Tweet in G5:
[20] https://www.thenation.com/article/week-poverty-older-americans-act-and-us-seniors/
[8] https://twitter.com/trump2016fan/status/842501776897167362
[4] http://www.vox.com/2017/3/13/14914812/trump-ahca-medicaid-cuts?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] http://m.dailykos.com/story/2017/03/16/1644240/-Another-Trumpian-monster-Tom-Price-blows-off-a-cancer-patient-s-concern-about-losing-Medicaid?detail=email&link_id=7&can_id=e508d7e58b8c7e7e2475c044dbf98e05&source=email-trump-holds-a-lock-her-up-rally-admits-trumpcare-hurts-his-voters-and-says-most-trump-thing-ever&email_referrer=trump-holds-a-lock-her-up-rally-admits-trumpcare-hurts-his-voters-and-says-most-trump-thing-ever&email_subject=trump-holds-a-lock-her-up-rally-admits-trumpcare-hurts-his-voters-and-says-most-trump-thing-ever
[2] http://host.madison.com/wsj/opinion/cartoon/hands-on-wisconsin-paul-ryan-the-leprechaun-protects-his-pot/article_20e38fb6-09af-5948-8ebb-22ccc9ce8ca1.html
[2] https://www.forbes.com/sites/brucejapsen/2017/03/06/house-gop-obamacare-replacement-hurts-mental-health-republican-senators-say/?utm_content=buffer1a8e4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#41ca44952b54
[2] http://wp.me/p3oXag-RZI
[2] https://twitter.com/samsteinhp/status/842431096293851136
[2] https://www.wsj.com/articles/medicaid-is-free-so-why-does-it-require-a-mandate-1489529946
[1] https://twitter.com/i/web/status/842106280013619200

Top URLs in Tweet in G6:
[133] http://www.vox.com/2017/3/13/14914812/trump-ahca-medicaid-cuts?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[6] http://www.vox.com/policy-and-politics/2017/3/17/14960358/paul-ryan-medicaid-keg?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[6] http://www.vox.com/policy-and-politics/2017/3/15/14926232/medicaid-access-health-care-improves?utm_content=buffercb2cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.slate.com/blogs/the_slatest/2017/03/17/paul_ryan_s_college_dream_was_to_kick_poor_people_off_medicaid.html?wpsrc=sh_all_mob_tw_top
[3] http://slate.trib.al/7eIgDIo
[3] http://www.vox.com/policy-and-politics/2017/3/14/14923784/christopher-ruddy-medicaid?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://firstfocus.org/resources/fact-sheet/fact-sheet-medicaid-is-cost-effective-coverage-for-kids/?utm_content=buffercea83&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.journalnow.com/opinion/columnists/elaine-nell-why-the-aca-and-medicaid-are-important-for/article_74db30f0-2a1d-50b7-b5d6-7e70312f77ea.html?utm_content=buffer93f7a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://thehill.com/blogs/pundits-blog/healthcare/316846-cutting-medicaid-would-disproportionately-affect-children#.WMnb1NGEbxE.twitter
[1] http://www.vox.com/2017/3/13/14914812/trump-ahca-medicaid-cuts?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G7:
[2] https://www.axios.com/white-house-will-push-for-earlier-end-to-obamacare-medicaid-expansion-2315771619.html?utm_source=alert&utm_medium=email&utm_term=alerts_healthcare
[2] https://medium.com/m/global-identity?redirectUrl=https://thinkprogress.org/tom-price-medicare-medicaid-d06cf889a255
[2] https://www.nytimes.com/2014/10/10/upshot/medicaid-often-criticized-is-quite-popular-with-its-customers.html
[1] http://snpy.tv/2m2h3FH
[1] https://twitter.com/i/web/status/842183622006321152
[1] https://twitter.com/i/web/status/842721997000003584
[1] https://twitter.com/i/web/status/842350372328992768
[1] https://twitter.com/i/web/status/842411824989511685
[1] https://www.istandwithpp.org/call/house
[1] https://www.washingtonpost.com/news/powerpost/wp/2017/03/09/the-poor-just-dont-want-health-care-republican-congressman-faces-backlash-over-comments/

Top URLs in Tweet in G8:
[91] http://talkingpointsmemo.com/dc/obamacare-repeal-medicaid-trojan-horse
[30] http://talkingpointsmemo.com/dc/obamacare-repeal-medicaid-trojan-horse?utm_content=buffer6f531&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.salon.com/2017/03/16/trumps-medicaid-assault-now-hes-gutting-a-social-program-he-swore-hed-protect/
[3] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan?utm_medium=RSS
[2] http://thehill.com/homenews/campaign/323997-medicaid-rollback-looms-for-gop-senators-in-2020
[2] http://talkingpointsmemo.com/livewire/cancer-survivor-tom-price-medicaid-expansion
[2] http://talkingpointsmemo.com/livewire/cancer-survivor-tom-price-medicaid-expansion?utm_content=buffera6394&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://talkingpointsmemo.com/dc/cbo-report-medicaid-cuts?utm_content=bufferb4c72&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/842196727281123328
[1] https://twitter.com/VP/status/843435245189894144

Top URLs in Tweet in G9:
[1] https://twitter.com/SpeakerRyan/status/841405651922358272
[1] https://time.com/4700198/planned-parenthood-funding-medicaid-spending/
[1] http://www.marketwatch.com/story/states-may-be-allowed-to-impose-new-medicaid-requirements-2017-03-14
[1] https://twitter.com/i/web/status/842333039640358918
[1] https://twitter.com/i/web/status/842460103718670337
[1] https://twitter.com/williamlegate/status/842209771457462272
[1] http://go.kamalaharris.org/page/s/medicaid?source=tw170316
[1] http://www.vox.com/2017/3/13/14914812/trump-ahca-medicaid-cuts
[1] http://talkingpointsmemo.com/dc/obamacare-repeal-medicaid-trojan-horse?utm_content=buffer6f531&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[47] http://www.npr.org/sections/health-shots/2017/03/17/520266060/texas-braces-for-medicaid-cuts-under-gop-health-plan?utm_source=twitter.com&utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_content=20170317
[38] http://trib.al/FXUkrZo
[4] http://trib.al/S3vAw52
[3] http://www.rawstory.com/2017/03/woman-dies-from-seizure-6-months-after-government-cut-medicaid-benefits-and-sent-her-back-to-work/#.WMpcAFfDR3U.twitter
[3] http://www.huffingtonpost.com/entry/tom-price-cancer-survivor-medicaid_us_58ca56cde4b0ec9d29d8c63b?ncid=engmodushpmg00000004
[2] http://ccf.georgetown.edu/2017/03/03/medicaid-provides-needed-access-to-care-for-children-and-families/
[2] http://www.npr.org/2017/03/15/520266060/texas?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] http://www.npr.org/2017/03/15/520266060/texas?sc=tw
[1] http://www.huffingtonpost.com/entry/trumpcare-mental-health-paul-ryan_us_58cb9812e4b0be71dcf36721?ncid=engmodushpmg00000004
[1] http://www.vox.com/2017/3/13/14914812/trump-ahca-medicaid-cuts?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[422] twitter.com
[229] vox.com
[192] talkingpointsmemo.com
[165] trib.al
[145] npr.org
[71] forbes.com
[69] washingtonpost.com
[52] nytimes.com
[46] startribune.com
[36] huffingtonpost.com

Top Domains in Tweet in G1:
[105] twitter.com
[64] forbes.com
[39] npr.org
[24] nytimes.com
[23] google.com
[22] dlvr.it
[17] washingtonpost.com
[17] startribune.com
[16] huffingtonpost.com
[9] salon.com

Top Domains in Tweet in G2:
[15] npr.org
[4] gazette.com
[3] huffingtonpost.com
[1] rewire.news
[1] rewire.link
[1] washingtonpost.com
[1] talkingpointsmemo.com
[1] twitter.com

Top Domains in Tweet in G3:
[4] npr.org
[1] twitter.com

Top Domains in Tweet in G4:
[14] twitter.com
[3] washingtonpost.com
[3] vox.com
[2] thunderclap.it
[1] nih.gov
[1] theguardian.com
[1] aol.com
[1] breitbart.com
[1] google.com
[1] youtube.com

Top Domains in Tweet in G5:
[27] twitter.com
[20] thenation.com
[4] vox.com
[3] forbes.com
[2] dailykos.com
[2] madison.com
[2] wp.me
[2] medpagetoday.com
[2] wsj.com
[1] nationalreview.com

Top Domains in Tweet in G6:
[151] vox.com
[8] slate.com
[5] twitter.com
[3] trib.al
[2] firstfocus.org
[2] journalnow.com
[2] thehill.com
[1] nytimes.com
[1] talkingpointsmemo.com

Top Domains in Tweet in G7:
[11] twitter.com
[2] axios.com
[2] medium.com
[2] nytimes.com
[1] snpy.tv
[1] istandwithpp.org
[1] washingtonpost.com
[1] time.com

Top Domains in Tweet in G8:
[126] talkingpointsmemo.com
[4] twitter.com
[4] salon.com
[3] npr.org
[2] thehill.com
[1] vox.com
[1] huffingtonpost.com
[1] nytimes.com

Top Domains in Tweet in G9:
[4] twitter.com
[1] time.com
[1] marketwatch.com
[1] kamalaharris.org
[1] vox.com
[1] talkingpointsmemo.com

Top Domains in Tweet in G10:
[53] npr.org
[42] trib.al
[6] huffingtonpost.com
[3] rawstory.com
[3] georgetown.edu
[3] twitter.com
[2] vox.com
[1] linkis.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[734] medicaid
[295] trumpcare
[272] trumpbudget
[129] aca
[126] savemedicaid
[114] cnntownhall
[57] ahca
[35] trump
[28] medicare
[24] healthcare



Top Hashtags in Tweet in G1:
[59] medicaid
[15] mealsonwheels
[14] nyseunh
[14] nysethc
[11] medicare
[10] health
[9] nysehca
[8] trumpcare
[8] healthcare
[7] aca

Top Hashtags in Tweet in G2:
[6] trumpcare
[4] medicaid
[1] texans
[1] trump

Top Hashtags in Tweet in G3:
[210] medicaid
[207] trumpbudget
[2] mentalhealth
[2] news
[2] popular
[1] winning

Top Hashtags in Tweet in G4:
[22] medicaid
[20] trumpcare
[17] savemedicaid
[6] medicare
[5] carenotchaos
[5] keepnmcovered
[1] disabilities
[1] populationhealth
[1] trumpcareisworsethan
[1] trump

Top Hashtags in Tweet in G5:
[16] medicaid
[13] trumpcare
[5] budget
[4] aca
[4] protectourcare
[3] ryancare
[3] ahca
[3] gop
[3] maga
[2] shameful

Top Hashtags in Tweet in G6:
[8] medicaid
[6] wellnesswed
[3] aca
[2] chip
[2] investinkids
[1] protectanddefend

Top Hashtags in Tweet in G7:
[85] medicaid
[80] cnntownhall
[7] ahca
[6] aca
[5] trumpcare
[4] standwithpp
[3] savemedicaid
[3] newdaycnn
[2] protectourcare
[2] donoharm

Top Hashtags in Tweet in G8:
[2] trumpcare
[1] aca
[1] medicaid
[1] trumpbudget

Top Hashtags in Tweet in G9:
[13] standwithpp
[4] medicaid
[3] trumpcare
[2] trumpbudget
[1] ryan
[1] trump
[1] resist
[1] persist
[1] ignorance
[1] smh

Top Hashtags in Tweet in G10:
[6] wellnesswed
[2] medicaid
[1] trumpcare
[1] savemedicaid
[1] resist
[1] aca
[1] healthinformation
[1] medicaidmatters
[1] morningedition
[1] npr

Top Words
Top Words in Tweet in Entire Graph:
[3606] Words in Sentiment List#1: Positive
[4699] Words in Sentiment List#2: Negative
[91] Words in Sentiment List#3: Angry/Violent
[96678] Non-categorized Words
[104984] Total Words
[5486] medicaid
[1257] trump
[1000] cut
[939] health
[822] meals

Top Words in Tweet in G1:
[654] medicaid
[146] cuts
[138] health
[136] gop
[125] plan
[108] texas
[91] under
[83] trumpcare
[75] braces
[72] paul

Top Words in Tweet in G2:
[288] medicaid
[254] poor
[252] elderly
[251] trump
[251] jordanuhl
[250] ensure
[250] really
[250] suffer
[250] paul
[250] ryan

Top Words in Tweet in G3:
[225] medicaid
[216] trump
[213] meals
[213] wheels
[210] thedailyedge
[209] 1
[208] costs
[207] spent
[207] saves
[207] 50

Top Words in Tweet in G4:
[210] medicaid
[113] realdonaldtrump
[43] cuts
[39] medicare
[37] cut
[28] need
[26] trump
[24] w
[21] meals
[20] elderly

Top Words in Tweet in G5:
[197] medicaid
[58] speakerryan
[37] cspanwj
[31] meals
[29] wheels
[25] potus
[25] ryan
[24] costs
[23] cruel
[23] joyannreid

Top Words in Tweet in G6:
[285] cut
[213] medicaid
[145] bill
[140] trump
[140] health
[135] promised
[135] 880
[135] billion
[132] another
[132] lie

Top Words in Tweet in G7:
[199] medicaid
[91] price
[89] repmcgovern
[80] cnntownhall
[78] broken
[77] man
[76] tom
[73] saying
[73] https
[72] actually

Top Words in Tweet in G8:
[231] gt
[200] medicaid
[141] obamacare
[141] repeal
[125] gutting
[125] tpm
[120] cover
[119] republicans
[119] using
[77] real

Top Words in Tweet in G9:
[148] medicaid
[111] kamalaharris
[96] recipients
[94] poor
[92] more
[92] being
[91] people
[90] work
[90] requirements
[89] imposing

Top Words in Tweet in G10:
[106] medicaid
[58] texas
[55] npr
[53] care
[51] cuts
[48] huffpostpol
[47] many
[47] keeping
[47] close
[47] eye

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[805] meals,wheels
[487] paul,ryan
[450] medicaid,trump
[415] trump,cut
[413] cut,meals
[411] medicaid,cuts
[411] kicked,medicaid
[407] elderly,poor
[405] suffer,paul
[405] ryan,kicked

Top Word Pairs in Tweet in G1:
[114] medicaid,cuts
[91] gop,health
[88] health,plan
[81] under,gop
[77] cuts,under
[75] texas,braces
[75] braces,medicaid
[70] paul,ryan's
[68] ryan's,trumpcare
[68] trumpcare,firewall

Top Word Pairs in Tweet in G2:
[250] ensure,elderly
[250] elderly,poor
[250] poor,really
[250] really,suffer
[250] suffer,paul
[250] paul,ryan
[250] ryan,kicked
[250] kicked,medicaid
[250] medicaid,trump
[250] trump,cut

Top Word Pairs in Tweet in G3:
[213] meals,wheels
[208] medicaid,costs
[207] 1,spent
[207] spent,meals
[207] wheels,saves
[207] saves,50
[207] 50,medicaid
[207] costs,trump
[207] trump,cruel
[207] cruel,stupid

Top Word Pairs in Tweet in G4:
[26] medicare,medicaid
[19] meals,wheels
[17] realdonaldtrump,medicaid
[17] medicaid,cuts
[16] cuts,hurt
[15] cut,medicaid
[14] hurt,elderly
[14] elderly,families
[14] families,need
[14] need,individuals

Top Word Pairs in Tweet in G5:
[29] meals,wheels
[22] 50,medicaid
[22] medicaid,costs
[20] cruel,stupid
[20] spent,meals
[20] wheels,saves
[20] saves,50
[16] paul,ryan
[15] reasonable,defense
[15] defense,speakerryan

Top Word Pairs in Tweet in G6:
[147] cut,medicaid
[135] trump,promised
[135] promised,cut
[135] medicaid,health
[135] health,bill
[135] bill,cut
[135] cut,880
[135] 880,billion
[132] another,lie
[132] lie,trump

Top Word Pairs in Tweet in G7:
[76] tom,price
[72] price,actually
[72] actually,lectures
[72] lectures,man
[72] man,alive
[72] alive,today
[72] today,medicaid
[72] medicaid,saying
[72] saying,broken
[72] broken,unbelievable

Top Word Pairs in Tweet in G8:
[154] gt,gt
[141] obamacare,repeal
[120] gutting,medicaid
[119] republicans,using
[119] using,obamacare
[119] repeal,cover
[119] cover,gutting
[88] medicaid,tpm
[77] real,story
[77] story,gt

Top Word Pairs in Tweet in G9:
[96] medicaid,recipients
[90] work,requirements
[90] requirements,medicaid
[89] imposing,work
[89] recipients,nothing
[89] nothing,more
[89] more,attempt
[89] attempt,punish
[89] punish,people
[89] people,being

Top Word Pairs in Tweet in G10:
[49] medicaid,cuts
[47] many,texas
[47] texas,keeping
[47] keeping,close
[47] close,eye
[47] eye,republican
[47] republican,bid
[47] bid,replace
[47] replace,affordable
[47] affordable,care

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@cnn
@speakerryan
@morning_joe
@cspanwj
@rvawonk
@potus
@vp
@theplumlinegs
@msnbc

Top Replied-To in G1:
@moran19maureen
@rdklepper

Top Replied-To in G2:
@nprpolitics
@jordanuhl

Top Replied-To in G3:
@thedailyedge
@olympiamama

Top Replied-To in G4:
@realdonaldtrump
@foxnews
@foxandfriends
@chelseaclinton
@geraldorivera
@ffweekend
@jasonkander
@galaxiou
@izzadocious1
@connie_gdl

Top Replied-To in G5:
@speakerryan
@cspanwj
@potus
@presssec
@joyannreid
@beckwynn
@billkristol
@ibtalking
@vp
@kybelle1957

Top Replied-To in G6:
@maxinewaters

Top Replied-To in G7:
@cnn
@repmcgovern
@senatorisakson
@newday
@secpricemd
@stevescalise
@wpjenna
@susiemcdonnell
@jaketapper
@sendavidperdue

Top Replied-To in G8:
@thehill
@tpm
@kushkandy95
@amiraminimd
@safetypindaily
@millenpolitics
@noonehereyet
@radmacawesome
@mmfrog
@outdasticcsone

Top Replied-To in G9:
@kamalaharris
@kathymoxley4
@loridamato
@sherrilee7
@marcusc22973194

Top Replied-To in G10:
@johncornyn
@npr
@huffpostpol
@hstor13
@pharris830
@19phil51

Top Mentioned
Top Mentioned in Entire Graph:
@jordanuhl
@thedailyedge
@maxinewaters
@tpm
@kamalaharris
@rvawonk
@impeach_d_trump
@georgetakei
@repmcgovern
@realdonaldtrump

Top Mentioned in G1:
@moran19maureen
@clean4life1724
@fourbeasts1313
@flwrpwr1969
@guttmacher

Top Mentioned in G2:
@jordanuhl
@nprpolitics
@rewire_news
@dncpress
@csgazette
@realdonaldtrump
@oppstn
@kip_spelling
@politics_pr
@mike_p_williams

Top Mentioned in G3:
@thedailyedge
@jordanuhl
@virginiaabs
@therapynews
@noworange
@galwiththoughts

Top Mentioned in G4:
@realdonaldtrump
@josephamodeo
@senatortomudall
@foxnews
@mikel_jollett
@collectdollsale
@aucdnews
@tedlieu
@speakerryan
@armandaviram

Top Mentioned in G5:
@speakerryan
@cspanwj
@joyannreid
@potus
@richardhine
@billkristol
@housegop
@mariabartiromo
@repscottperry
@friendlyjmc

Top Mentioned in G6:
@maxinewaters
@voxdotcom
@slate
@brucelesley
@first_focus
@campaign4kids
@kamalaharris
@rbraceysherman
@innovationohio
@karnythia

Top Mentioned in G7:
@repmcgovern
@secpricemd
@cnn
@ppact
@newday
@jaketapper
@jordanuhl
@gaadvocatern
@uscbo
@kamalaharris

Top Mentioned in G8:
@tpm
@joshtpm
@tpm_dk
@inspiteoftrump
@rvawonk
@thehill
@kushkandy95
@foxnews
@radmacawesome
@jordanuhl

Top Mentioned in G9:
@kamalaharris
@tomperez
@lee_in_iowa
@bofier
@tmdill1
@thedailyedge
@drdooleymd
@kathymoxley4
@jordanuhl
@usaredorchestra

Top Mentioned in G10:
@npr
@huffpostpol
@pharris830
@georgetownccf
@jordanuhl
@johncornyn
@ashlopezradio
@freebeacon
@deejay90192
@cppp_tx

Top Tweeters
Top Tweeters in Entire Graph:
@tulio1987
@occuworld
@cgnetwork
@nonsenseengine
@silberworldnews
@nvpeople
@ipomaven
@_dpaj
@dannyshooknews
@rashidaldosari

Top Tweeters in G1:
@tulio1987
@occuworld
@cgnetwork
@nonsenseengine
@silberworldnews
@nvpeople
@ipomaven
@_dpaj
@michael_vasanth
@taxtreats

Top Tweeters in G2:
@beatsbyju
@kak089
@manmet80
@roguedior
@ggg_says
@unlewis
@sardnas51
@greeneyedlilo
@jamdownrocks
@liverpotlian

Top Tweeters in G3:
@chande87
@nikt50
@brackster39
@fj_newman
@trollprincess
@lori_ella
@royalmusing
@gnomeoffender
@starr_d
@noworange

Top Tweeters in G4:
@foxnews
@glambertoo1
@therealroseanne
@connie_gdl
@marti431uew
@kazmierskir
@chholte
@rncat50
@warwomensrights
@cocobluesky

Top Tweeters in G5:
@ektrit
@10903
@zoomarang
@friendlyjmc
@bigduhie1955
@yahoonews
@jamesinsela
@vatxn
@kybelle1957
@foxbusiness

Top Tweeters in G6:
@n7irl
@angelsscream
@thenflchick
@honeybadger10
@slate
@karnythia
@sexysportsfan
@fwdcrocblu
@namastaywoke
@jzhoodie

Top Tweeters in G7:
@mlse
@purplegarter1
@nayischillin
@edgeoforever
@bourbon_brawler
@morgfair
@brianpiero
@jaketapper
@maggienyt
@stoppedclock321

Top Tweeters in G8:
@_silversmith
@thehill
@ranman09
@djsample876
@nayaknomi
@kushkandy95
@joshtpm
@bitmapped
@tpm
@trexpushups

Top Tweeters in G9:
@sherrilee7
@eclecticbrotha
@luminaria98
@mvwinall
@tommorrison950
@jchrispires
@onowland
@caroljdavy
@barbb0925
@lee_in_iowa

Top Tweeters in G10:
@rashidaldosari
@huffpostpol
@rdhillphx
@mary_impraise
@girlzinger
@anthonybourque
@isa97
@m42calhoun
@deejay90192
@calatayud7