Propublica, Twitter, 4/3/2020 4:33:08 PM, 224354
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Propublica_2020-04-03_05-11-13.xlsx
Propublica_2020-04-03_05-11-13.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2020
Short Description:
Propublica via NodeXL https://bit.ly/2x3jkH4
@propublica
@harrysiegel
@dlind
@charlesornstein
@quillawrence
@99freemind
@fthisinsanity
@riegerreport
@realdonaldtrump
@berning_up

Top hashtags:
#covid19
#coronavirus
#smartnews
#psa
#covid
#goptaxscam
#thankyoubernie

Description:
Description
The graph represents a network of 4,846 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 April 2020 at 12:12 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-day, 2-hour, 47-minute period from Tuesday, 31 March 2020 at 21:13 UTC to Friday, 03 April 2020 at 00:00 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 : 4846
Unique Edges : 7181
Edges With Duplicates : 3676
Total Edges : 10857
Number of Edge Types : 4
MentionsInRetweet : 7893
Tweet : 772
Replies to : 521
Mentions : 1671
Self-Loops : 772
Reciprocated Vertex Pair Ratio : 0.00548494983277592
Reciprocated Edge Ratio : 0.0109100585417775
Connected Components : 615
Single-Vertex Connected Components : 412
Maximum Vertices in a Connected Component : 3751
Maximum Edges in a Connected Component : 9665
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.036536
Graph Density : 0.000320117620652101
Modularity : 0.60492
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,846 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 April 2020 at 12:12 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-day, 2-hour, 47-minute period from Tuesday, 31 March 2020 at 21:13 UTC to Friday, 03 April 2020 at 00:00 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Propublica
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:
[821] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[256] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent
[251] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment
[117] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[113] https://www.propublica.org/article/life-on-a-block-with-an-emergency-morgue-truck-we-hear-the-hum-of-the-refrigerator-going-all-night-long
[81] https://www.propublica.org/article/what-we-need-to-understand-about-asymptomatic-carriers-if-were-going-to-beat-coronavirus
[50] https://www.propublica.org/article/coronavirus-er-doctors-nurses-benefits
[47] https://www.propublica.org/article/hospitals-have-left-many-covid19-patients-who-dont-speak-english-alone-confused-and-without-proper-care
[39] https://features.propublica.org/navy-accidents/us-navy-crashes-japan-cause-mccain/
[22] https://www.propublica.org/article/leaked-border-patrol-memo-tells-agents-to-send-migrants-back-immediately-ignoring-asylum-law

Top URLs in Tweet in G1:
[53] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent
[8] https://www.propublica.org/article/what-we-need-to-understand-about-asymptomatic-carriers-if-were-going-to-beat-coronavirus
[6] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[6] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[4] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment
[2] https://twitter.com/louisekiernan/status/1245453240612814849
[2] https://www.propublica.org/article/internal-emails-show-how-chaos-at-the-cdc-slowed-the-early-response-to-coronavirus?utm_content=buffer522ff&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+
[2] https://twitter.com/propublica/status/1245765694429564928
[2] https://www.propublica.org/article/we-found-a-staggering-281-lobbyists-whove-worked-in-the-trump-administration
[2] https://www.sanders.senate.gov/download/usps-letter?id=533BD63C-9CF2-4E4E-B694-4A42F3DFACA1&download=1&inline=file

Top URLs in Tweet in G2:
[780] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[2] https://projects.propublica.org/graphics/covid-nyc?utm_source=pardot&utm_medium=email&utm_campaign=majorinvestigations
[2] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment
[2] https://www.propublica.org/article/walmart-was-almost-charged-criminally-over-opioids-trump-appointees-killed-the-indictment
[1] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[1] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment?utm_source=pardot&utm_medium=email&utm_campaign=majorinvestigations
[1] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent?utm_source=pardot&utm_medium=email&utm_campaign=majorinvestigations
[1] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp?__twitter_impression=true
[1] https://www.propublica.org/article/what-we-need-to-understand-about-asymptomatic-carriers-if-were-going-to-beat-coronavirus
[1] https://www.propublica.org/article/trump-inc-podcast-listen-to-jared-kushners-family-saga

Top URLs in Tweet in G3:
[96] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent
[67] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment
[38] https://www.propublica.org/article/what-we-need-to-understand-about-asymptomatic-carriers-if-were-going-to-beat-coronavirus
[29] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[23] https://www.propublica.org/article/coronavirus-er-doctors-nurses-benefits
[14] https://www.propublica.org/article/hospitals-have-left-many-covid19-patients-who-dont-speak-english-alone-confused-and-without-proper-care
[12] https://www.propublica.org/article/terrified-pregnant-health-care-workers-at-risk-for-coronavirus-are-being-forced-to-keep-working
[10] https://apple.news/ASQwKdVOCT3-iTSAHZ4PLXg
[7] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent?utm_source=pardot&utm_medium=email&utm_campaign=majorinvestigations
[6] https://www.propublica.org/article/for-americans-with-bills-to-pay-help-is-on-the-way-sort-of

Top URLs in Tweet in G4:
[5] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent
[4] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent?utm_source=pardot&utm_medium=email&utm_campaign=majorinvestigations
[3] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[2] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent?utm_medium=twitter&utm_source=social&utm_campaign=publishtweet#181776
[2] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[2] https://twitter.com/propublica/status/1245791207453798400?s=19
[1] https://twitter.com/i/web/status/1245008469104738305
[1] https://twitter.com/i/web/status/1245001219703214082
[1] https://twitter.com/i/web/status/1245001715205709824
[1] https://twitter.com/i/web/status/1245002052549386245

Top URLs in Tweet in G5:
[7] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment
[5] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[4] https://www.propublica.org/article/what-we-need-to-understand-about-asymptomatic-carriers-if-were-going-to-beat-coronavirus
[3] https://www.propublica.org/article/hospitals-have-left-many-covid19-patients-who-dont-speak-english-alone-confused-and-without-proper-care
[3] https://projects.propublica.org/graphics/covid-nyc
[2] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent
[2] https://www.propublica.org/article/now-that-coronavirus-is-inside-this-adult-home-for-the-elderly-or-mentally-ill-it-may-be-impossible-to-stop
[2] https://www.propublica.org/article/meet-the-pastors-holding-in-person-services-during-coronavirus
[2] https://www.propublica.org/article/leaked-border-patrol-memo-tells-agents-to-send-migrants-back-immediately-ignoring-asylum-law
[1] https://www.propublica.org/article/lupus-patients-cant-get-crucial-medication-after-president-trump-pushes-unproven-coronavirus-treatment

Top URLs in Tweet in G6:
[13] https://www.propublica.org/article/leaked-border-patrol-memo-tells-agents-to-send-migrants-back-immediately-ignoring-asylum-law
[7] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[2] https://bit.ly/2WTZzfT
[2] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent
[1] https://www.theguardian.com/world/2020/mar/26/sirous-asgari-coronavirus-us-ice-immigration-detention
[1] https://www.propublica.org/article/coronavirus-ice-flights-detainee-sirous-asgari
[1] https://twitter.com/i/web/status/1245847620821692416
[1] https://twitter.com/DLind/status/1245842654790922246
[1] https://www.propublica.org/article/internal-emails-show-how-chaos-at-the-cdc-slowed-the-early-response-to-coronavirus
[1] https://www.propublica.org/article/illinois-schools-online-tools-coronavirus-digital-divide

Top URLs in Tweet in G7:
[21] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment
[8] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[4] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[1] https://twitter.com/i/web/status/1245806522002595840
[1] https://www.propublica.org/article/heres-why-florida-got-all-the-emergency-medical-supplies-it-requested-while-other-states-did-not

Top URLs in Tweet in G8:
[104] https://www.propublica.org/article/life-on-a-block-with-an-emergency-morgue-truck-we-hear-the-hum-of-the-refrigerator-going-all-night-long
[1] https://twitter.com/i/web/status/1245787473466347521
[1] https://www.propublica.org/article/a-free-press-works-for-all-of-us

Top URLs in Tweet in G9:
[25] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[2] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[2] https://www.propublica.org/article/the-story-behind-jared-kushners-curious-acceptance-into-harvard
[2] https://www.propublica.org/article/heres-why-florida-got-all-the-emergency-medical-supplies-it-requested-while-other-states-did-not
[1] https://twitter.com/i/web/status/1245857893829640195
[1] https://twitter.com/i/web/status/1233783184501940227
[1] https://twitter.com/i/web/status/1245670819818340353
[1] https://twitter.com/jonathanlanday/status/1245824666817658880
[1] https://twitter.com/i/web/status/1245844535390793728
[1] https://twitter.com/i/web/status/1245844908583215105

Top URLs in Tweet in G10:
[4] https://www.propublica.org/article/trump-inc-2020-how-much-has-the-government-spent-at-trumps-properties-it-wont-say
[3] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment
[3] https://www.propublica.org/article/coronavirus-er-doctors-nurses-benefits
[3] https://www.propublica.org/article/in-desperation-new-york-state-pays-up-to-15-times-the-normal-price-for-medical-equipment/amp#click=https://t.co/5UU6p2n2pg
[2] https://www.propublica.org/article/trump-congratulates-businesses-for-helping-fight-coronavirus-but-his-own-company-has-been-absent
[1] https://www.propublica.org/article/taxpayers-paid-millions-to-design-a-low-cost-ventilator-for-a-pandemic-instead-the-company-is-selling-versions-of-it-overseas-
[1] https://twitter.com/i/web/status/1245828455939203072
[1] https://twitter.com/i/web/status/1245827912919658498
[1] https://www.nytimes.com/2020/04/02/business/economy/coronavirus-trump-company-finances.html

Top Domains
Top Domains in Tweet in Entire Graph:
[2092] propublica.org
[354] twitter.com
[22] talkingpointsmemo.com
[21] propub.li
[15] apple.news
[15] votefordonna.com
[9] bit.ly
[4] texastribune.org
[3] theguardian.com
[3] feedpress.it

Top Domains in Tweet in G1:
[111] twitter.com
[100] propublica.org
[21] propub.li
[2] senate.gov
[2] theguardian.com
[2] bit.ly
[1] trib.al
[1] post-gazette.com
[1] businessinsider.com
[1] paper.li

Top Domains in Tweet in G2:
[793] propublica.org
[1] twitter.com

Top Domains in Tweet in G3:
[365] propublica.org
[81] twitter.com
[11] apple.news
[4] talkingpointsmemo.com
[3] feedpress.it
[1] bit.ly
[1] theglobaldispatch.com
[1] wordpress.com
[1] ampproject.org
[1] doximity.com

Top Domains in Tweet in G4:
[23] propublica.org
[18] twitter.com
[1] washingtonpost.com
[1] wikipedia.org

Top Domains in Tweet in G5:
[33] propublica.org
[22] twitter.com
[4] texastribune.org

Top Domains in Tweet in G6:
[26] propublica.org
[4] twitter.com
[4] bit.ly
[1] theguardian.com
[1] trib.al
[1] buff.ly

Top Domains in Tweet in G7:
[34] propublica.org
[1] twitter.com

Top Domains in Tweet in G8:
[105] propublica.org
[1] twitter.com

Top Domains in Tweet in G9:
[34] propublica.org
[15] twitter.com

Top Domains in Tweet in G10:
[16] propublica.org
[2] twitter.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] covid19
[48] coronavirus
[23] smartnews
[15] psa
[8] covid
[6] goptaxscam
[6] thankyoubernie
[6] berniefights4us
[5] jaredkushner
[5] trump



Top Hashtags in Tweet in G1:
[8] covid19
[6] coronavirus
[6] thankyoubernie
[6] berniefights4us
[2] cdc
[2] fail
[2] publichealth
[1] justsaying
[1] medicareforall
[1] adulthome

Top Hashtags in Tweet in G3:
[19] smartnews
[7] coronavirus
[4] covid19
[3] covidー19
[3] trump
[3] coronaviruspandemic
[2] ventilator
[2] news
[2] nyc
[1] trilogyevovents

Top Hashtags in Tweet in G4:
[3] covid19
[2] defenseproductionact
[2] hypocrisy
[1] aids
[1] hiv
[1] coronavirus
[1] yonkers
[1] godeepernyt

Top Hashtags in Tweet in G5:
[12] coronavirus
[4] covid19
[2] txlege
[1] fostercare
[1] shelterinplace
[1] stayhome
[1] borderpatrol

Top Hashtags in Tweet in G7:
[6] goptaxscam
[6] coronavirus

Top Hashtags in Tweet in G9:
[1] smartnews
[1] msnbcanswers

Top Words
Top Words in Tweet in Entire Graph:
[2298] Words in Sentiment List#1: Positive
[1958] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[94752] Non-categorized Words
[99008] Total Words
[1848] propublica
[1239] trump
[924] supplies
[923] states
[822] looks

Top Words in Tweet in G1:
[913] propublica
[313] coronavirus
[159] public
[138] worker
[136] citing
[119] health
[117] postal
[110] cdc
[108] soon
[106] trump

Top Words in Tweet in G2:
[783] trump
[783] states
[782] supplies
[780] looks
[780] leaves
[780] compete
[779] harrysiegel
[11] propublica
[6] pays
[6] ventilator

Top Words in Tweet in G3:
[189] coronavirus
[137] company
[114] trump
[98] fight
[98] congratulates
[98] businesses
[98] helping
[97] medical
[94] absent
[84] propublica

Top Words in Tweet in G4:
[485] realdonaldtrump
[463] nytimes
[461] jmartnyt
[460] maggienyt
[460] peterbakernyt
[450] gregggonsalves
[438] propublica
[435] statnews
[103] tell
[74] emergency

Top Words in Tweet in G5:
[151] charlesornstein
[128] york
[115] state
[113] normal
[112] prices
[111] lydiadepillis
[110] lisalsong
[110] desperation
[110] pays
[110] 15

Top Words in Tweet in G6:
[240] dlind
[213] border
[201] patrol
[199] internal
[198] policy
[194] guidance
[194] mass
[194] turnbacks
[194] confirms
[194] stopped

Top Words in Tweet in G7:
[134] taxpayers
[134] paid
[134] millions
[134] design
[134] low
[134] cost
[134] ventilator
[134] pandemic
[134] instead
[134] company

Top Words in Tweet in G8:
[109] 99freemind
[104] seem
[104] legit
[104] full
[104] story
[5] propublica
[2] church
[2] anticorruptire
[2] russia
[2] clownwo50602519

Top Words in Tweet in G9:
[25] propublica
[14] trump
[11] hhs
[10] reports
[10] 144
[10] appointees
[10] employed
[10] connected
[10] rw
[10] orgs

Top Words in Tweet in G10:
[81] trump
[54] ericuman
[49] supplies
[49] states
[47] against
[45] administration
[45] refused
[45] organize
[45] everyone
[45] bidding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[821] looks,trump
[821] trump,leaves
[821] leaves,states
[821] states,compete
[821] compete,supplies
[820] harrysiegel,looks
[474] jmartnyt,maggienyt
[474] maggienyt,nytimes
[474] nytimes,peterbakernyt
[474] peterbakernyt,realdonaldtrump

Top Word Pairs in Tweet in G1:
[98] people4bernie,sensanders
[88] inquiry,postal
[86] reporting,propublica
[85] forget,soon
[85] soon,telling
[85] telling,public
[85] public,government
[85] government,ready
[85] ready,battle
[85] battle,coronavirus

Top Word Pairs in Tweet in G2:
[780] looks,trump
[780] trump,leaves
[780] leaves,states
[780] states,compete
[780] compete,supplies
[779] harrysiegel,looks
[5] imagine,pays
[5] pays,pennsylvania
[5] pennsylvania,company
[5] company,design

Top Word Pairs in Tweet in G3:
[98] congratulates,businesses
[98] businesses,helping
[97] trump,congratulates
[97] helping,fight
[95] fight,coronavirus
[95] coronavirus,company
[94] company,absent
[70] 15,times
[70] medical,equipment
[69] times,normal

Top Word Pairs in Tweet in G4:
[460] jmartnyt,maggienyt
[460] maggienyt,nytimes
[460] nytimes,peterbakernyt
[460] peterbakernyt,realdonaldtrump
[443] gregggonsalves,jmartnyt
[435] statnews,propublica
[434] realdonaldtrump,statnews
[73] propublica,emergency
[73] emergency,act
[54] propublica,tell

Top Word Pairs in Tweet in G5:
[111] york,state
[110] desperation,york
[110] state,pays
[110] pays,15
[110] 15,times
[110] times,normal
[110] normal,prices
[107] scoop,lydiadepillis
[107] lydiadepillis,lisalsong
[107] lisalsong,desperation

Top Word Pairs in Tweet in G6:
[201] border,patrol
[194] internal,border
[194] patrol,guidance
[194] guidance,mass
[194] mass,turnbacks
[194] turnbacks,policy
[194] policy,confirms
[194] confirms,stopped
[194] stopped,offering
[193] dlind,internal

Top Word Pairs in Tweet in G7:
[134] taxpayers,paid
[134] paid,millions
[134] millions,design
[134] design,low
[134] low,cost
[134] cost,ventilator
[134] ventilator,pandemic
[134] pandemic,instead
[134] instead,company
[134] company,selling

Top Word Pairs in Tweet in G8:
[104] seem,legit
[104] legit,full
[104] full,story
[103] 99freemind,seem
[5] 99freemind,propublica
[2] anticorruptire,99freemind
[2] propublica,russia
[2] clownwo50602519,99freemind
[2] propublica,soros
[2] soros,funded

Top Word Pairs in Tweet in G9:
[10] propublica,reports
[10] reports,144
[10] 144,trump
[10] trump,appointees
[10] appointees,employed
[10] employed,connected
[10] connected,rw
[10] rw,orgs
[10] orgs,hhs
[8] kylegriffin1,propublica

Top Word Pairs in Tweet in G10:
[45] trump,administration
[45] administration,refused
[45] refused,organize
[45] organize,supplies
[45] supplies,states
[45] states,everyone
[45] everyone,bidding
[45] bidding,against
[45] against,each
[44] ericuman,trump

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@gregggonsalves
@texastribune
@drdanchoi
@robertfaturechi
@realdonaldtrump
@dicktofel
@motherjones
@jmartnyt
@evanasmith

Top Replied-To in G1:
@propublica
@robertfaturechi
@dicktofel
@people4bernie
@newguy111984
@carolineylchen
@pinkroommusic
@dlppgh
@raymondsocal
@jbaum_news

Top Replied-To in G4:
@gregggonsalves
@realdonaldtrump
@jmartnyt
@alexmoldovan100
@vaframer
@avi_bueno
@ominousrabbit
@jusaire
@nateteachbklyn
@whitehouse

Top Replied-To in G5:
@texastribune
@evanasmith
@justreadingdon1
@a_l
@ejgertz
@donwinslow
@nihilistandre
@sdeklc14
@stingmare
@tejaswoman

Top Replied-To in G6:
@dlind
@allyngirl
@_tonybriscoe

Top Replied-To in G7:
@lydiadepillis

Top Replied-To in G8:
@99freemind
@whatsha49898368
@anticorruptire
@clownwo50602519

Top Replied-To in G9:
@atrupar
@propublica
@maddow
@kylegriffin1
@acosta
@radiofreetom
@palmerreport
@therickwilson
@yamiche
@joncoopertweets

Top Replied-To in G10:
@ericuman
@z_everson
@propublica
@3kindsblue
@andreawnyc
@yashar
@maggienyt

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@harrysiegel
@realdonaldtrump
@nytimes
@maggienyt
@peterbakernyt
@jmartnyt
@statnews
@gregggonsalves
@dlind

Top Mentioned in G1:
@propublica
@sensanders
@people4bernie
@carolineylchen
@hhsgov
@dicktofel
@robertfaturechi
@pamelacolloff
@jake_bittle

Top Mentioned in G2:
@harrysiegel
@propublica
@tracyweber
@liammcbaen
@wndrlst4
@emptywheel

Top Mentioned in G3:

Top Mentioned in G4:
@realdonaldtrump
@maggienyt
@nytimes
@peterbakernyt
@jmartnyt
@propublica
@statnews
@gregggonsalves
@avi_bueno
@vaframer

Top Mentioned in G5:
@charlesornstein
@lydiadepillis
@lisalsong
@propublica
@texastribune
@viannadavila
@kiahcollier
@lyllayounes
@perla_trevizo
@a_l

Top Mentioned in G6:
@dlind
@propublica
@harrysiegel
@propublicail
@_tonybriscoe
@aliasvaughn
@theresaboyle
@yaelschacher
@samtlevin
@yjtorbati

Top Mentioned in G7:
@quillawrence
@gottalaff
@rhutabhayga2
@harrysiegel
@propublica
@dlind
@texastribune
@jake_bittle

Top Mentioned in G8:
@99freemind
@propublica
@texastribune
@anticorruptire
@clownwo50602519

Top Mentioned in G9:
@cruellaisdevine
@kylegriffin1
@propublica
@washingtonpost
@maddow
@acyn
@harrysiegel
@harvard
@nytimes
@newyorker

Top Mentioned in G10:
@ericuman
@ilyamarritz
@propublica
@davidenrich
@ericliptonnyt
@wnyc
@yashar
@peterelkind
@iarnsdorf
@harrysiegel

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@oldlady12345
@the_news_diva
@dichristine
@souljahsingh
@cloudwanderer3
@kat4obama
@1denmadrid
@independent

Top Tweeters in G1:
@phillip92321
@drdaveanddee
@bannerite
@thereal_rebel
@senseof_outrage
@lacunalingua
@ecclesias
@publicoutcrysy
@micjojd
@breizh2008

Top Tweeters in G2:
@russelltim151
@anthonybourque
@katcapps
@phendricks71
@_silversmith
@fight4freedom72
@jjj5819
@cotey_mary
@onefiftyone
@mauraleelang

Top Tweeters in G3:
@the_news_diva
@rachel_mcrea
@animeworld31
@robinmcouch
@baronianconsult
@chronlaw
@russfla
@bndsnoopy61
@mesmitch
@matbo2

Top Tweeters in G4:
@kat4obama
@threadreaderapp
@ungubunugu1274
@dianafry18
@deemoney521
@nytimes
@fireworkbonnie
@cltrotlyn
@jusaire
@woobietuesday

Top Tweeters in G5:
@dichristine
@dancas2
@kenkircher1
@marthalynneowe1
@sophialamar1
@jocowboys87
@570karen
@notacquiescing
@melissasweetdr
@ggevirtz

Top Tweeters in G6:
@cloudwanderer3
@1denmadrid
@rowast
@lizditz
@sherrikuczeryk
@burcham_don
@deathtocrazy
@shyduroff
@sds_sunlight
@laurawalkerkc

Top Tweeters in G7:
@missb62
@oldlady12345
@gottalaff
@derekjohnbryant
@n7irl
@b1e56df9ce6549f
@samhainnight
@penny_g
@laura78703
@calliopeco

Top Tweeters in G8:
@nancy73gg
@kiyomihash1
@donnawr8
@haselcheck
@smilelylorilynn
@thestor07484946
@angelsews
@baduinq
@99freemind
@credoindeum7

Top Tweeters in G9:
@slate
@washingtonpost
@therickwilson
@radiofreetom
@usatoday
@latimes
@sacbee_news
@ewindham3
@realworldrj
@cruellaisdevine

Top Tweeters in G10:
@sba1211
@grannynannynews
@753112jma
@mikaelaskyesays
@townlecat
@carolymorrisse1
@yashar
@francesc_forex
@jenniferadevon
@jolinegkg


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