Klobuchar, Twitter, 2/14/2020 11:35:16 PM, 221172
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Klobuchar_2020-02-14_09-07-24.xlsx
Klobuchar_2020-02-14_09-07-24.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
February 14, 2020
Short Description:
Klobuchar via NodeXL http://bit.ly/2HlMdA5
@texastribune
@charliekirk11
@amyklobuchar
@berniesanders
@lichencraig
@democracynow
@johnrbielski
@petebuttigieg
@realdonaldtrump
@deep_beige

Top hashtags:
#texas
#navada
#klobuchar
#new
#nevada
#florida
#cancelled
#bernie

Description:
Description
The graph represents a network of 16,398 Twitter users whose recent tweets contained "Klobuchar", 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 Friday, 14 February 2020 at 18:19 UTC.

The tweets in the network were tweeted over the 13-hour, 50-minute period from Friday, 14 February 2020 at 03:16 UTC to Friday, 14 February 2020 at 17:07 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 : 16398
Unique Edges : 21185
Edges With Duplicates : 3051
Total Edges : 24236
Number of Edge Types : 5
Retweet : 9406
MentionsInRetweet : 6893
Replies to : 2862
Mentions : 3180
Tweet : 1895
Self-Loops : 1953
Reciprocated Vertex Pair Ratio : 0.00326828799384793
Reciprocated Edge Ratio : 0.00651528216920571
Connected Components : 1386
Single-Vertex Connected Components : 691
Maximum Vertices in a Connected Component : 13628
Maximum Edges in a Connected Component : 21487
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.297452
Graph Density : 7.76337206249588E-05
Modularity : 0.740261
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 16,398 Twitter users whose recent tweets contained "Klobuchar", 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 Friday, 14 February 2020 at 18:19 UTC.

The tweets in the network were tweeted over the 13-hour, 50-minute period from Friday, 14 February 2020 at 03:16 UTC to Friday, 14 February 2020 at 17:07 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 : Klobuchar
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:
[237] https://truepundit.com/amy-klobuchar-vows-to-resettle-500-percent-more-refugees-none-in-her-neighborhood/
[78] https://rightwingtribune.com/2020/02/13/amy-klobuchar-surfaces/
[64] https://thehill.com/policy/healthcare/482607-klobuchar-we-need-to-build-a-big-tent-for-anti-abortion-democrats
[64] https://www.breitbart.com/2020-election/2020/02/12/watch-amy-klobuchar-in-2006-called-for-order-at-the-border-a-wall-and-mandatory-e-verify/
[57] https://www.breitbart.com/politics/2020/02/12/amy-klobuchar-vows-to-resettle-500-percent-more-refugees-none-in-her-neighborhood/
[48] https://lasvegasweekly.com/news/2020/feb/13/our-2020-nevada-caucus-endorsement-amy-klobuchar-a/
[46] https://www.breitbart.com/politics/2020/02/13/amy-klobuchar-makes-her-case-to-nevada-democrats-in-late-night-ramble/
[42] https://juliereichwein.info/amy-klobuchar-in-interview-calls-president-trump-and-his-supporters-the-kkk/
[38] https://www.newsbusters.org/blogs/nb/geoffrey-dickens/2020/02/13/dont-believe-media-spin-buttigieg-and-klobuchar-are-no
[35] https://www.foxnews.com/media/mainstream-media-falsely-labels-buttigieg-klobuchar-moderates-report-suggests

Top URLs in Tweet in G1:
[36] https://juliereichwein.info/amy-klobuchar-in-interview-calls-president-trump-and-his-supporters-the-kkk/
[18] https://lasvegasweekly.com/news/2020/feb/13/our-2020-nevada-caucus-endorsement-amy-klobuchar-a/
[12] https://www.nytimes.com/2020/02/12/us/politics/amy-klobuchar-new-hampshire.html
[11] https://www.advocate.com/politics/2020/1/08/amy-klobuchar-under-fire-vote-confirming-anti-lgbtq-judge
[10] https://twitter.com/bidar411/status/1228188401033068544
[10] https://thehill.com/homenews/campaign/431534-more-than-60-former-staffers-defend-klobuchar-as-a-mentor-and-a-friend
[10] https://www.senate.gov/legislative/LIS/roll_call_lists/roll_call_vote_cfm.cfm?congress=115&session=2&vote=00056
[9] https://www.latimes.com/politics/story/2020-02-13/klobuchar-campaigns-in-nevada
[9] https://thehill.com/policy/healthcare/482607-klobuchar-we-need-to-build-a-big-tent-for-anti-abortion-democrats
[8] https://slate.com/news-and-politics/2020/02/klobuchar-saved-campaign-new-hampshire-buttigieg-attack.html

Top URLs in Tweet in G2:
[7] https://www.texastribune.org/2020/02/14/bernie-sanders-leading-texas-ahead-super-tuesday-uttt-poll-says/
[3] https://www.texastribune.org/2020/02/14/bernie-sanders-leading-texas-ahead-super-tuesday-uttt-poll-says/?utm_campaign=trib-social&utm_content=1581676355&utm_medium=social&utm_source=twitter
[3] https://d25d2506sfb94s.cloudfront.net/cumulus_uploads/document/79zfxkws33/econTabReport.pdf#page196
[3] https://thehill.com/policy/healthcare/482607-klobuchar-we-need-to-build-a-big-tent-for-anti-abortion-democrats?amp&fbclid=IwAR0f3P5kVMX7SE2dTH3tMOAZDf1vI9e6mMSxAqrGKYkjvIfi0WzmufXoeBM&__twitter_impression=true
[3] https://www.cbsnews.com/live-updates/democratic-debate-december-tonight-biden-sanders-warren-buttigieg-loyola-marymount-2019-12-19/?utm_source=dlvr.it&utm_medium=twitter
[2] https://morningconsult.com/2020/02/13/sanders-cements-front-runner-status-after-new-hampshire-win/
[2] https://twitter.com/PatrickSvitek/status/1228197427670204416
[2] https://www.breitbart.com/politics/2020/02/13/amy-klobuchar-makes-her-case-to-nevada-democrats-in-late-night-ramble/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.yahoo.com/news/one-klobuchar-biggest-backers-worst-095335766.html
[1] https://www.wsbtv.com/news/local/exclusive-channel-2-poll-finds-biden-with-large-lead-georgia-presidential-primary/523MBVBEZFC6DHI5RK5LS6GLAY/

Top URLs in Tweet in G3:
[38] https://thehill.com/policy/healthcare/482607-klobuchar-we-need-to-build-a-big-tent-for-anti-abortion-democrats
[26] https://thehill.com/policy/healthcare/482607-klobuchar-we-need-to-build-a-big-tent-for-anti-abortion-democrats?fbclid=IwAR0f3P5kVMX7SE2dTH3tMOAZDf1vI9e6mMSxAqrGKYkjvIfi0WzmufXoeBM
[18] https://www.businessinsider.com/all-staff-mistreatment-abuse-allegations-amy-klobuchar-2020-2019-2
[10] https://thehill.com/campaign-issues/480611-minneapolis-naacp-black-lives-matter-call-on-klobuchar-to-suspend-campaign
[9] https://thehill.com/policy/healthcare/482607-klobuchar-we-need-to-build-a-big-tent-for-anti-abortion-democrats?amp&__twitter_impression=true
[7] https://twitter.com/ppollingnumbers/status/1228044398962839555
[7] https://www.buzzfeednews.com/article/mollyhensleyclancy/amy-klobuchar-staff-2020-election
[7] https://theintercept.com/2019/10/31/amy-klobuchar-minnesota-teen-challenge-halloween/
[6] https://www.thecut.com/2019/02/senator-amy-klobuchar-staff-allegations.html
[6] https://news.yahoo.com/one-klobuchar-biggest-backers-worst-095335766.html

Top URLs in Tweet in G4:
[5] https://www.foxnews.com/media/mainstream-media-falsely-labels-buttigieg-klobuchar-moderates-report-suggests
[4] https://lasvegasweekly.com/news/2020/feb/13/our-2020-nevada-caucus-endorsement-amy-klobuchar-a/
[2] https://juliereichwein.info/amy-klobuchar-in-interview-calls-president-trump-and-his-supporters-the-kkk/
[2] https://www.washingtonexaminer.com/opinion/amy-klobuchar-blasts-pete-buttigieg-at-abc-debate-over-medicare-for-all-he-basically-does-support-socialism
[1] https://www.youtube.com/watch?v=6snde3unHUc

[1] https://www.steynonline.com/10044/pony-tailspin

Top URLs in Tweet in G5:
[16] https://www.foxnews.com/media/mainstream-media-falsely-labels-buttigieg-klobuchar-moderates-report-suggests
[11] https://www.thedailybeast.com/amy-klobuchar-keeps-voting-for-trumps-horrific-judges?ref=home&via=twitter_page
[9] https://www.washingtonpost.com/lifestyle/style/you-like-amy-klobuchar-now-remember-that-when-your-inner-sexist-starts-doubting-her/2020/02/12/2ff97cb8-4db3-11ea-b721-9f4cdc90bc1c_story.html
[8] https://lasvegasweekly.com/news/2020/feb/13/our-2020-nevada-caucus-endorsement-amy-klobuchar-a/
[8] https://www.breitbart.com/politics/2020/02/13/amy-klobuchar-makes-her-case-to-nevada-democrats-in-late-night-ramble/
[7] https://rightwingtribune.com/2020/02/13/amy-klobuchar-surfaces/
[6] https://www.nytimes.com/2020/01/31/us/politics/amy-klobuchar-myon-burrell.html
[5] https://twitter.com/johnwdean/status/1227867749164015618
[5] https://www.breitbart.com/2020-election/2020/02/12/watch-amy-klobuchar-in-2006-called-for-order-at-the-border-a-wall-and-mandatory-e-verify/
[5] https://truepundit.com/amy-klobuchar-vows-to-resettle-500-percent-more-refugees-none-in-her-neighborhood/

Top URLs in Tweet in G6:
[11] https://www.sevendaysvt.com/vermont/anger-management-sanders-fights-for-employees-except-his-own/Content?oid=2834657
[8] https://www.independent.co.uk/voices/new-hampshire-primary-results-bernie-sanders-buttigieg-conspiracy-amy-klobuchar-emily-goldman-a9330031.html
[4] https://twitter.com/meganmesserly/status/1228332686491602944
[4] https://www.vanityfair.com/news/2019/02/senator-klobuchar-temper-rumors?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=vanity-fair&utm_social-type=earned
[2] https://twitter.com/chrislongview/status/1228101816753283073
[2] https://twitter.com/RalstonReports/status/1227962454237278208
[1] https://www.washingtonpost.com/opinions/2020/02/11/this-amy-klobuchar-could-beat-trump-where-has-she-been-all-year/
[1] https://thehill.com/policy/healthcare/482607-klobuchar-we-need-to-build-a-big-tent-for-anti-abortion-democrats
[1] https://twitter.com/PeterSchorschFL/status/1228277848399544320
[1] https://twitter.com/sawyerhackett/status/1228143996628881408

Top URLs in Tweet in G7:
[17] https://www.democracynow.org/2020/2/13/amy_klobuchar_myon_burrell
[13] https://bigleaguepolitics.com/flashback-amy-klobuchar-claims-mandatory-buy-backs-isnt-gun-confiscation/
[7] https://bigleaguepolitics.com/flashback-amy-klobuchar-claims-mandatory-buy-backs-isnt-gun-confiscation/?utm_content=bufferf5baf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://apnews.com/115076e2bd194cfa7560cb4642ab8038
[4] https://truepundit.com/amy-klobuchar-vows-to-resettle-500-percent-more-refugees-none-in-her-neighborhood/
[4] https://bigleaguepolitics.com/moderate-democrat-presidential-candidate-amy-klobuchar-is-top-cheerleader-for-somali-takeover-of-minnesota/
[3] https://www.breitbart.com/2020-election/2020/02/12/watch-amy-klobuchar-in-2006-called-for-order-at-the-border-a-wall-and-mandatory-e-verify/
[2] https://www.breitbart.com/politics/2020/02/13/amy-klobuchar-makes-her-case-to-nevada-democrats-in-late-night-ramble/
[2] https://www.washingtontimes.com/news/2020/jan/29/amy-klobuchar-role-myon-burrell-case-questioned/
[2] https://www.usatoday.com/story/news/politics/elections/2020/01/28/election-2020-amy-klobuchars-role-myon-burrell-sentencing-questioned/4597961002/

Top URLs in Tweet in G8:
[67] https://rightwingtribune.com/2020/02/13/amy-klobuchar-surfaces/
[15] https://www.breitbart.com/2020-election/2020/02/12/watch-amy-klobuchar-in-2006-called-for-order-at-the-border-a-wall-and-mandatory-e-verify/
[10] https://www.newsbusters.org/blogs/nb/geoffrey-dickens/2020/02/13/dont-believe-media-spin-buttigieg-and-klobuchar-are-no
[10] https://www.foxnews.com/media/mainstream-media-falsely-labels-buttigieg-klobuchar-moderates-report-suggests
[3] https://www.breitbart.com/politics/2020/02/12/amy-klobuchar-vows-to-resettle-500-percent-more-refugees-none-in-her-neighborhood/
[2] https://www.lifenews.com/2020/02/13/amy-klobuchar-ok-for-pro-life-democrats-to-vote-for-me-ok-to-kill-babies-in-abortion/
[2] https://truepundit.com/amy-klobuchar-vows-to-resettle-500-percent-more-refugees-none-in-her-neighborhood/
[1] https://www.lifenews.com/2020/02/11/amy-klobuchar-supports-abortion-up-to-birth-and-voted-pro-abortion-36-out-of-36-times/
[1] https://www.politico.com/story/2019/02/10/amy-klobuchar-2020-staff-horror-stories-1160780
[1] https://www.lifezette.com/2020/02/2006-video-surfaces-showing-amy-klobuchar-calling-for-a-border-wall-and-mandatory-e-verify/

Top URLs in Tweet in G9:
[2] https://www.texastribune.org/2020/02/14/bernie-sanders-leading-texas-ahead-super-tuesday-uttt-poll-says/
[1] https://twitter.com/ppollingnumbers/status/1227451744571002881
[1] https://twitter.com/ppollingnumbers/status/1228202915279409159
[1] https://www.wsbtv.com/news/local/exclusive-channel-2-poll-finds-biden-with-large-lead-georgia-presidential-primary/523MBVBEZFC6DHI5RK5LS6GLAY/
[1] https://www.chegg.com/press/college-election-tracker/
[1] https://twitter.com/ppollingnumbers/status/1227639072853721088
[1] https://morningconsult.com/2020/02/13/sanders-cements-front-runner-status-after-new-hampshire-win/
[1] https://www.foxnews.com/media/mainstream-media-falsely-labels-buttigieg-klobuchar-moderates-report-suggests
[1] https://thehill.com/campaign-issues/480611-minneapolis-naacp-black-lives-matter-call-on-klobuchar-to-suspend-campaign
[1] https://twitter.com/PeterSchorschFL/status/1228277848399544320

Top URLs in Tweet in G10:
[10] https://lasvegasweekly.com/news/2020/feb/13/our-2020-nevada-caucus-endorsement-amy-klobuchar-a/
[3] https://www.usatoday.com/story/opinion/2020/02/13/2020-ticket-sanders-buttigieg-klobuchar-warren-bloomberg-column/4722813002/
[3] https://www.mediaite.com/news/vegas-paper-brutally-guts-bernie-endorses-biden-and-klobuchar-sanders-guarantees-a-trump-second-term/
[1] https://www.nytimes.com/2020/02/11/us/politics/amy-klobuchar-the-view.html
[1] https://twitter.com/usatodayopinion/status/1227989054874099712
[1] https://www.politico.com/news/2020/02/14/amy-klobuchar-2020-election-115124
[1] https://twitter.com/DirkSchwenk/status/1224352558682005510
[1] https://nypost.com/2020/01/28/amy-klobuchar-put-a-teen-behind-bars-for-life-but-was-he-innocent/
[1] https://www.vox.com/policy-and-politics/2019/2/25/18225011/amy-klobuchar-president-prosecutor-criminal-justice-record
[1] https://twitter.com/amyklobuchar/status/1228078863432814593

Top Domains
Top Domains in Tweet in Entire Graph:
[411] twitter.com
[237] truepundit.com
[185] thehill.com
[184] breitbart.com
[93] washingtonpost.com
[78] rightwingtribune.com
[71] nytimes.com
[68] youtube.com
[65] thedailybeast.com
[62] lasvegasweekly.com

Top Domains in Tweet in G1:
[58] twitter.com
[41] thehill.com
[37] juliereichwein.info
[29] lasvegasweekly.com
[21] nytimes.com
[16] washingtonpost.com
[16] yahoo.com
[14] latimes.com
[12] youtube.com
[12] senate.gov

Top Domains in Tweet in G2:
[15] twitter.com
[11] texastribune.org
[4] cloudfront.net
[3] thehill.com
[3] cbsnews.com
[3] yahoo.com
[2] morningconsult.com
[2] breitbart.com
[1] wsbtv.com
[1] realclearpolitics.com

Top Domains in Tweet in G3:
[86] thehill.com
[27] twitter.com
[18] businessinsider.com
[14] yahoo.com
[8] theintercept.com
[7] buzzfeednews.com
[6] texastribune.org
[6] thecut.com
[5] youtube.com
[5] christianpost.com

Top Domains in Tweet in G4:
[5] foxnews.com
[4] lasvegasweekly.com
[2] juliereichwein.info
[2] washingtonexaminer.com
[1] youtube.com
[1] steynonline.com

Top Domains in Tweet in G5:
[133] twitter.com
[20] foxnews.com
[17] breitbart.com
[15] washingtonpost.com
[15] thedailybeast.com
[10] nytimes.com
[9] thehill.com
[9] lifenews.com
[9] lasvegasweekly.com
[8] youtube.com

Top Domains in Tweet in G6:
[15] twitter.com
[11] sevendaysvt.com
[8] co.uk
[4] vanityfair.com
[2] washingtonpost.com
[1] thehill.com
[1] realclearpolitics.com
[1] fivethirtyeight.com
[1] apmreports.org

Top Domains in Tweet in G7:
[25] bigleaguepolitics.com
[17] democracynow.org
[8] breitbart.com
[5] apnews.com
[4] truepundit.com
[3] twitter.com
[2] washingtontimes.com
[2] usatoday.com
[2] nypost.com
[2] reason.com

Top Domains in Tweet in G8:
[67] rightwingtribune.com
[19] breitbart.com
[10] newsbusters.org
[10] foxnews.com
[4] lifenews.com
[2] truepundit.com
[1] politico.com
[1] lifezette.com
[1] bloomberg.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] thehill.com
[2] texastribune.org
[2] thenation.com
[1] wsbtv.com
[1] chegg.com
[1] morningconsult.com
[1] foxnews.com
[1] mondoweiss.net
[1] thedailybeast.com

Top Domains in Tweet in G10:
[10] lasvegasweekly.com
[6] twitter.com
[3] usatoday.com
[3] mediaite.com
[1] nytimes.com
[1] politico.com
[1] nypost.com
[1] vox.com
[1] nydailynews.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[875] texas
[263] navada
[172] klobuchar
[153] new
[110] nevada
[106] florida
[92] cancelled
[88] bernie
[68] amyklobuchar
[68] hypocrisy



Top Hashtags in Tweet in G1:
[51] florida
[49] amyklobuchar
[34] amyforamerica
[33] lulac
[26] klobuchar
[26] georgia
[25] new
[24] amyklobuchar2020
[16] election2020
[14] klobucharged

Top Hashtags in Tweet in G2:
[627] texas
[44] klobuchar
[43] bernie
[43] mayorpete
[42] florida
[24] yanggang
[16] navada
[15] national
[9] new
[7] nevada

Top Hashtags in Tweet in G3:
[82] cancelled
[61] texas
[28] bernie
[25] familyplanning
[25] womensrights
[18] navada
[11] amyklobuchar
[9] truthalways
[9] stop
[9] klobuchar

Top Hashtags in Tweet in G4:
[3] granitestate
[3] fauxcahontas
[1] ny22
[1] ponysoldier
[1] klomentum
[1] nomentum

Top Hashtags in Tweet in G5:
[25] klobuchar
[12] buttigieg
[8] election2020
[8] democrats
[7] sanders
[7] biden
[5] bloomberg
[5] trump
[5] news
[5] foxnews

Top Hashtags in Tweet in G6:
[4] votebluenomatterwho
[3] new
[3] georgia
[1] berniebullies
[1] texas
[1] bernie
[1] klobuchar
[1] national

Top Hashtags in Tweet in G7:
[2] voteredtosaveamerica
[2] abortiontillbirth
[2] maga
[1] walkawayfromdemocrats
[1] trump2020
[1] trump2020landslide
[1] democratstheenemywithin
[1] democratsarecorrupt
[1] trump2020landside
[1] bernie2020

Top Hashtags in Tweet in G8:
[66] hypocrisy
[66] cheaters
[41] trump
[10] foxnews
[10] klobuchar
[2] trump2020
[1] prolife
[1] abortionisnothealthcare
[1] illegals
[1] openborders

Top Hashtags in Tweet in G9:
[111] texas
[28] national
[21] new
[9] newhampshire
[7] northcarolina
[7] klobuchar
[6] biden
[5] florida
[5] breaking
[4] iowa

Top Hashtags in Tweet in G10:
[6] nvcaucuses
[4] biden
[2] klobuchar4idaho
[2] idaho
[2] idahodems
[2] klobuchar
[2] biden2020
[1] lulac
[1] joebiden2020
[1] trumpshakinginhisboots

Top Words
Top Words in Tweet in Entire Graph:
[17669] Words in Sentiment List#1: Positive
[11772] Words in Sentiment List#2: Negative
[146] Words in Sentiment List#3: Angry/Violent
[580242] Non-categorized Words
[609688] Total Words
[17861] klobuchar
[8494] biden
[7751] buttigieg
[7689] warren
[7618] sanders

Top Words in Tweet in G1:
[2409] klobuchar
[964] amy
[934] biden
[895] buttigieg
[691] warren
[669] sanders
[597] bloomberg
[470] amyklobuchar
[424] poll
[410] pete

Top Words in Tweet in G2:
[2265] klobuchar
[2111] warren
[2090] biden
[2082] buttigieg
[2050] sanders
[2023] bloomberg
[1841] poll
[1820] trump
[1721] 10
[1669] texastribune

Top Words in Tweet in G3:
[2417] klobuchar
[1547] warren
[1392] buttigieg
[1309] biden
[1308] sanders
[1299] bernie
[1168] bloomberg
[1045] trump
[1005] texas
[799] 10

Top Words in Tweet in G4:
[2463] moderate
[1269] klobuchar
[1249] amy
[1232] supports
[1230] against
[1229] vowed
[1229] increase
[1229] refugee
[1229] resettlement
[1229] 500

Top Words in Tweet in G5:
[689] klobuchar
[302] amy
[167] buttigieg
[151] biden
[151] bloomberg
[146] warren
[119] sanders
[95] bernie
[81] trump
[68] pete

Top Words in Tweet in G6:
[512] klobuchar
[452] biden
[403] sanders
[353] take
[352] foot
[352] gas
[352] saying
[352] admitted
[352] m4a
[352] pipe

Top Words in Tweet in G7:
[596] klobuchar
[445] innocent
[427] amy
[253] case
[242] burrell
[239] life
[239] record
[238] over
[234] send
[233] teenager

Top Words in Tweet in G8:
[448] klobuchar
[348] amy
[206] abortions
[203] supports
[198] fooled
[194] pro
[194] abortion
[191] radical
[191] birth
[186] activist

Top Words in Tweet in G9:
[670] klobuchar
[623] buttigieg
[622] biden
[611] sanders
[604] warren
[567] bloomberg
[478] poll
[439] 10
[283] primary
[250] 15

Top Words in Tweet in G10:
[425] sanders
[420] klobuchar
[249] biden
[247] trump
[229] amy
[212] endorsed
[205] one
[202] joe
[190] term
[188] guarantees

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6206] amy,klobuchar
[2412] bloomberg,10
[2317] 22,warren
[2139] 10,buttigieg
[2112] warren,15
[2098] biden,22
[2072] sanders,24
[2071] klobuchar,steyer
[2026] 15,bloomberg
[1786] trump,47

Top Word Pairs in Tweet in G1:
[824] amy,klobuchar
[273] biden,klobuchar
[225] warren,klobuchar
[218] voted,confirm
[201] buttigieg,warren
[188] klobuchar,others
[188] others,attacked
[188] attacked,petebuttigieg
[188] petebuttigieg,being
[188] being,unqualified

Top Word Pairs in Tweet in G2:
[1510] bloomberg,10
[1474] warren,15
[1472] sanders,24
[1472] biden,22
[1471] 22,warren
[1452] 10,buttigieg
[1436] 15,bloomberg
[1318] klobuchar,steyer
[1191] buttigieg,yang
[1181] 24,biden

Top Word Pairs in Tweet in G3:
[536] amy,klobuchar
[452] trump,47
[419] 22,warren
[419] bloomberg,10
[415] texas,tribune
[322] buttigieg,klobuchar
[305] anti,abortion
[290] buttigieg,biden
[289] big,tent
[286] poll,texas

Top Word Pairs in Tweet in G4:
[1246] amy,klobuchar
[1233] klobuchar,moderate
[1229] moderate,vowed
[1229] vowed,increase
[1229] increase,refugee
[1229] refugee,resettlement
[1229] resettlement,500
[1229] 500,helped
[1229] helped,lead
[1229] lead,charge

Top Word Pairs in Tweet in G5:
[271] amy,klobuchar
[73] buttigieg,klobuchar
[31] elizabeth,warren
[30] bernie,sanders
[29] warren,klobuchar
[25] mainstream,media
[25] joe,biden
[24] media,falsely
[24] falsely,labels
[24] labels,buttigieg

Top Word Pairs in Tweet in G6:
[359] biden,klobuchar
[352] klobuchar,take
[352] take,foot
[352] foot,gas
[352] gas,saying
[352] saying,sanders
[352] sanders,admitted
[352] admitted,m4a
[352] m4a,pipe
[352] pipe,dream

Top Word Pairs in Tweet in G7:
[404] amy,klobuchar
[232] klobuchar,send
[232] send,innocent
[232] innocent,teenager
[232] teenager,life
[232] life,prison
[232] prison,questions
[232] questions,mount
[232] mount,over
[232] over,record

Top Word Pairs in Tweet in G8:
[284] amy,klobuchar
[191] supports,abortions
[191] abortions,birth
[189] pro,abortion
[186] fooled,amy
[186] klobuchar,radical
[186] radical,pro
[186] abortion,activist
[186] activist,supports
[186] birth,paid

Top Word Pairs in Tweet in G9:
[209] 10,buttigieg
[207] bloomberg,10
[201] biden,22
[201] warren,15
[200] sanders,24
[187] sanders,29
[174] 18,buttigieg
[173] democratic,primary
[172] 22,warren
[169] buttigieg,11

Top Word Pairs in Tweet in G10:
[224] amy,klobuchar
[202] joe,biden
[188] guarantees,trump
[186] vegas,sun
[186] sanders,candidacy
[186] candidacy,simply
[186] simply,guarantees
[186] trump,second
[186] second,term
[185] sun,endorsed

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@amyklobuchar
@emilyslist
@drjasonjohnson
@lrihendry
@andylassner
@johnwdean
@bakari_sellers
@mikebloomberg
@proudresister

Top Replied-To in G1:
@realdonaldtrump
@amyklobuchar
@mikebloomberg
@lulac
@proudresister
@destroyurego
@kenolin1
@jrubinblogger
@ewarren
@thehill

Top Replied-To in G2:
@patricksvitek
@politics_polls
@texastribune
@melissagarrity
@shoveanism
@scottsantens
@berniewouldawon
@super_shazbot
@andrewyang
@adamthered

Top Replied-To in G3:
@emilyslist
@drugpolicyorg
@carterforva
@davidsirota
@ilyseh
@dsandravyas
@pauldecristofo4
@mplspat
@citizensmediatv
@flyingwithsara

Top Replied-To in G4:
@charliekirk11
@theriseofrod
@missilmom
@realdonaldtrump
@amyklobuchar

Top Replied-To in G6:
@sallyalbright
@corycachola
@victoriaacas
@alaskawater
@dianeraucher
@fly_sistah
@wollastonwntr63
@culinary226
@deep_beige
@francescatututu

Top Replied-To in G7:
@inthecopa
@democracynow
@nvlevy
@jordanuhl
@dailycaller
@amyklobuchar

Top Replied-To in G8:
@drnealhouston

Top Replied-To in G9:
@morningconsult
@highpointu
@itaisher
@dmondom
@ppollingnumbers
@internethippo
@guthmannr
@gelliottmorris
@glentonrich
@emilycohenb

Top Replied-To in G10:
@johnwdean
@midgets_levil
@puestoloco
@lasvegassun
@sallydeal4
@ca_bobby77
@michaelharriot
@rsparkman6
@wanderingmoon
@sparksmom53

Top Mentioned
Top Mentioned in Entire Graph:
@texastribune
@amyklobuchar
@reviewjournal
@aarp
@berniesanders
@petebuttigieg
@morningconsult
@utaustin
@democracynow
@wsbtv

Top Mentioned in G1:
@amyklobuchar
@petebuttigieg
@berniesanders
@wsbtv
@joebiden
@ewarren
@realdonaldtrump
@mikebloomberg
@stpetepolls
@lasvegasweekly

Top Mentioned in G2:
@texastribune
@utaustin
@yougovus
@andrewyang
@berniesanders
@stpetepolls
@aarp
@reviewjournal
@fla_pol
@morningconsult

Top Mentioned in G3:
@texastribune
@berniesanders
@emilyslist
@morningconsult
@reviewjournal
@aarp
@sarahlustbader
@nyforsanders
@arirabinhavt
@ilyseh

Top Mentioned in G4:
@theriseofrod
@kilmeade
@amyklobuchar
@realdonaldtrump
@starlowell
@romesentinel
@uticaod
@radionow1057
@wibxnews
@ny1

Top Mentioned in G5:

Top Mentioned in G6:
@sallyalbright
@joebiden
@vanityfair
@texastribune
@wsbtv
@dennisdiclaudio
@gothamgirlblue
@ewarren
@appieclappie
@alaskawater

Top Mentioned in G7:
@democracynow
@bigleaguepol
@nvlevy
@dineshdsouza
@phillyeaglesfa1
@dailycaller
@janiek13
@tpcarney
@amyklobuchar
@doedoe1356

Top Mentioned in G8:
@lifezette
@democracynow
@lifenewshq
@texastribune

Top Mentioned in G9:
@morningconsult
@texastribune
@chegg
@collegeinsights
@berniesanders
@highpointu
@stpetepolls
@hendrixcollege
@lauric_henneton
@aarp

Top Mentioned in G10:
@lasvegassun
@lasvegasweekly
@johnwdean
@joebiden
@ralstonreports
@heffnera
@usatoday
@amyklobuchar
@texastribune
@wsbtv

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@juanmuriangoski
@oldlady12345
@jojokejohn
@tweetsbrasil
@chris_1791
@federicoalves
@lennaleprena
@jim_peoples_

Top Tweeters in G1:
@missb62
@federicoalves
@cloudwanderer3
@washumom
@manmet80
@onahunttoday
@thehill
@lovetogive2
@miltonespinozaf
@usalivestrong

Top Tweeters in G2:
@jojokejohn
@lennaleprena
@raybae689
@myplace4u
@paxnostrum
@legallybae
@doctorcara
@jeffersonobama
@reuters
@mconway70

Top Tweeters in G3:
@rk70534
@rjber15
@twitlertwit
@billm9
@cheezwitham
@ggg_says
@senseof_outrage
@jhamby
@altai_armande
@inabsentia9

Top Tweeters in G4:
@texasfreedom101
@laridor1
@lyndag1963
@jetrotter
@growingaway
@ymcglaun
@leeleemunster
@dianafry18
@wvtrump
@jeffswarens

Top Tweeters in G5:
@occuworld
@tweetsbrasil
@informe21
@globalissuesweb
@jcsura
@rocketnews1
@cahulaan
@kleeblatt1977
@therussophile
@celebtechnews

Top Tweeters in G6:
@solutioneer72
@cherokeesher2
@wildwillow65
@trump_enemy
@sheiladecker19
@sylviaz1913
@teram323tere
@mtmarilyn2
@edgeoforever
@resistancesean

Top Tweeters in G7:
@commonpatriot
@docwashburn
@nahbabynah
@susaniverach
@jimpolk
@patvpeters
@tia6sc
@superyayadize
@realtt2020
@janiek13

Top Tweeters in G8:
@missyjo79
@reneecarrollaz
@tammywalt61
@tea_party_chris
@allampatriots
@patriotictexanv
@thornedella
@darhar981
@joeyyeo13
@jdjwhite54

Top Tweeters in G9:
@revolution_fr
@drdaveanddee
@johnczer1
@rodneyclaeys
@demfromct
@sommelier50
@katgodspell
@kevinrns
@truthtotweet
@gooner_saad

Top Tweeters in G10:
@bkindngood
@theresamax
@castonchris
@roripierpont1
@noholidayforgop
@rrnunez
@bmlewis2
@mjohnso27
@jsnyder555
@safimaasai


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