Propublica, Twitter, 2/28/2020 12:31:10 PM, 222090
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Propublica_2020-02-27_23-41-33.xlsx
Propublica_2020-02-27_23-41-33.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 28, 2020
Short Description:
Propublica via NodeXL http://bit.ly/32y6j3I
@propublica
@justinelliott
@crewcrew
@beachpretzel2
@psychdr100
@weareoversight
@safetypindaily
@iarnsdorf
@hakim__ko
@cruellaisdevine

Top hashtags:
#scprimary
#treasonouscowpoke
#trump
#workplacesafety
#postalservice
#mail

Description:
Description
The graph represents a network of 4,678 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, 28 February 2020 at 07:42 UTC.

The requested start date was Friday, 28 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 2-hour, 23-minute period from Wednesday, 26 February 2020 at 22:30 UTC to Friday, 28 February 2020 at 00:53 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 : 4678
Unique Edges : 6714
Edges With Duplicates : 1482
Total Edges : 8196
Number of Edge Types : 4
MentionsInRetweet : 5502
Mentions : 1544
Replies to : 512
Tweet : 638
Self-Loops : 638
Reciprocated Vertex Pair Ratio : 0.00993227990970655
Reciprocated Edge Ratio : 0.0196691998211891
Connected Components : 422
Single-Vertex Connected Components : 275
Maximum Vertices in a Connected Component : 3917
Maximum Edges in a Connected Component : 7391
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.932935
Graph Density : 0.000306732399086138
Modularity : 0.692918
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 4,678 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, 28 February 2020 at 07:42 UTC.

The requested start date was Friday, 28 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 2-hour, 23-minute period from Wednesday, 26 February 2020 at 22:30 UTC to Friday, 28 February 2020 at 00:53 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:
[162] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[105] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[100] https://www.propublica.org/article/donald-trump-veterans-spravato-antidepressant-johnson-and-johnson
[36] https://projects.propublica.org/itemizer/filing/1386529/schedule/se
[35] https://projects.propublica.org/represent/members/S000033-bernard-sanders/compare-votes/W000817-elizabeth-warren/115
[31] https://www.propublica.org/article/trumps-new-spy-chief-used-to-work-for-a-foreign-politician-the-us-accused-of-corruption
[26] https://www.justice.gov/usao-edva/pr/former-atomwaffen-division-leader-arrested-swatting-conspiracy
[25] https://www.propublica.org/article/the-fbi-is-investigating-massive-embezzlement-of-border-patrol-union-funds
[24] https://www.propublica.org/article/trumps-new-spy-chief-once-got--100000-from-a-group-funded-by-the-hungarian-government-but-never-reported-it
[23] https://twitter.com/propublica/status/1231682643542056960

Top URLs in Tweet in G1:
[22] https://www.justice.gov/usao-edva/pr/former-atomwaffen-division-leader-arrested-swatting-conspiracy
[6] https://www.propublica.org/getinvolved/tell-us-about-police-misconduct-in-new-jersey
[3] https://www.app.com/story/news/investigations/2020/02/26/app-and-propublica-need-your-help-exposing-police-misconduct/4799282002/
[2] https://twitter.com/maddow/status/1230978927159627777
[2] https://www.propublica.org/article/a-group-of-agents-rose-through-the-ranks-to-lead-the-border-patrol-theyre-leaving-it-in-crisis?utm_content=bufferc3dfc&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+
[2] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[2] https://www.propublica.org/article/minority-neighborhoods-higher-car-insurance-premiums-white-areas-same-risk
[2] https://twitter.com/propublica/status/1231682643542056960
[2] https://twitter.com/BradKutner/status/1232739288787361792
[1] https://www.propublica.org/atpropublica/propublica-and-texas-tribune-add-five-journalists-to-joint-reporting-unit?utm_content=buffer19f12&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+

Top URLs in Tweet in G2:
[5] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[3] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[3] https://www.propublica.org/article/trumps-new-spy-chief-used-to-work-for-a-foreign-politician-the-us-accused-of-corruption
[1] https://www.propublica.org/article/fact-check-how-the-nypd-overstated-its-counterterrorism-record
[1] https://twitter.com/NewsHour/status/1233166185790832640
[1] https://www.tandfonline.com/doi/abs/10.1080/02684520500281502?src=recsys&journalCode=fint20&cookieSet=1
[1] https://www.propublica.org/article/donald-trump-veterans-spravato-antidepressant-johnson-and-johnson?utm_source=pardot&utm_medium=email&utm_campaign=dailynewsletter
[1] https://twitter.com/i/web/status/1232713172198600704
[1] https://twitter.com/i/web/status/1232700484160544768
[1] https://twitter.com/i/web/status/1233035718668226560

Top URLs in Tweet in G3:
[3] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[3] https://www.propublica.org/article/trumps-new-spy-chief-used-to-work-for-a-foreign-politician-the-us-accused-of-corruption
[2] https://www.propublica.org/article/donald-trump-veterans-spravato-antidepressant-johnson-and-johnson
[1] https://www.propublica.org/article/va-secretary-robert-wilkie-under-investigation
[1] https://www.propublica.org/article/ike-perlmutter-bruce-moskowitz-marc-sherman-shadow-rulers-of-the-va
[1] https://twitter.com/i/web/status/1233151953430925312
[1] https://www.washingtonpost.com/investigations/richard-grenells-paid-consulting-included-work-for-us-nonprofit-funded-mostly-by-hungary/2020/02/24/003322d4-558a-11ea-929a-64efa7482a77_story.html
[1] https://twitter.com/i/web/status/1233130447510441984
[1] https://twitter.com/i/web/status/1233128408831254528
[1] https://www.cbs17.com/news/local-news/durham-county-news/half-of-durham-public-housing-failed-recent-inspections-by-federal-authorities/amp/

Top URLs in Tweet in G4:
[12] https://twitter.com/propublica/status/1233060857300602887
[11] https://www.texastribune.org/2020/02/27/texas-tribune-propublica-investigative-reporters/
[4] https://twitter.com/evanasmith/status/1233059250324344833
[3] https://www.propublica.org/atpropublica/propublica-and-texas-tribune-add-five-journalists-to-joint-reporting-unit
[2] https://www.propublica.org/getinvolved/tell-us-about-police-misconduct-in-new-jersey
[1] https://twitter.com/i/web/status/1233122843132493824
[1] https://twitter.com/i/web/status/1233123112297779200
[1] https://twitter.com/i/web/status/1233123409233494016
[1] https://www.texastribune.org/2020/02/27/texas-tribune-propublica-investigative-reporters/?utm_campaign=trib-social&utm_content=1582819293&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/1233191544125054976

Top URLs in Tweet in G5:
[53] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[49] https://www.propublica.org/article/donald-trump-veterans-spravato-antidepressant-johnson-and-johnson
[38] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[12] https://www.propublica.org/article/trumps-new-spy-chief-once-got--100000-from-a-group-funded-by-the-hungarian-government-but-never-reported-it
[7] https://www.propublica.org/article/the-postal-service-fired-thousands-of-workers-for-getting-injured-while-delivering-and-processing-your-mail
[7] https://www.propublica.org/article/president-donald-trump-libel-suit-new-york-times-press-freedom
[5] https://twitter.com/propublica/status/1232855372442066945
[5] https://www.propublica.org/article/a-key-fbi-photo-analysis-method-has-serious-flaws-study-says
[5] https://www.propublica.org/article/va-secretary-robert-wilkie-under-investigation
[4] https://www.propublica.org/article/how-to-get-away-with-bankruptcy-fraud

Top URLs in Tweet in G6:
[8] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[6] https://www.propublica.org/article/new-york-city-paid-mckinsey-millions-to-stem-jail-violence-instead-violence-soared
[4] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html#click=https://t.co/DfBtAwlvHe
[3] https://www.propublica.org/article/donald-trump-veterans-spravato-antidepressant-johnson-and-johnson
[2] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[1] https://www.propublica.org/article/trumps-new-spy-chief-once-got--100000-from-a-group-funded-by-the-hungarian-government-but-never-reported-it

Top URLs in Tweet in G7:
[7] https://www.propublica.org/getinvolved/tell-us-about-police-misconduct-in-new-jersey
[6] https://www.propublica.org/article/donald-trump-veterans-spravato-antidepressant-johnson-and-johnson
[6] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[4] https://www.propublica.org/article/trumps-new-spy-chief-used-to-work-for-a-foreign-politician-the-us-accused-of-corruption
[4] https://www.propublica.org/article/trumps-new-spy-chief-once-got--100000-from-a-group-funded-by-the-hungarian-government-but-never-reported-it
[4] https://www.propublica.org/article/vva-secretary-looked-for-dirt-on-a-house-staffer-who-reported-sexual-assault-in-a-va-hospital-complaint-says
[2] https://www.propublica.org/article/va-secretary-robert-wilkie-under-investigation
[2] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[1] https://www.propublica.org/tips/
[1] https://twitter.com/nikkiwentling/status/1232373641888894976

Top URLs in Tweet in G8:
[3] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[2] https://www.propublica.org/article/donald-trump-veterans-spravato-antidepressant-johnson-and-johnson
[1] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law

Top URLs in Tweet in G9:
[35] https://projects.propublica.org/represent/members/S000033-bernard-sanders/compare-votes/W000817-elizabeth-warren/115
[2] https://www.nytimes.com/interactive/2018/10/02/us/politics/donald-trump-tax-schemes-fred-trump.html
[2] https://projects.propublica.org/politwoops/user/PeteButtigieg
[2] https://www.propublica.org/article/trump-told-new-york-city-net-worth-lower-than-what-he-said-publicly
[1] https://twitter.com/i/web/status/1052875291901784064
[1] https://features.propublica.org/trump-inc-podcast/trump-family-business-panama-city-khafif/
[1] https://www.propublica.org/article/trump-inc-podcast-jr-secretly-invested-in-hydroponic-lettuce-company-whose-chair-was-seeking-trump-administration-funds
[1] https://twitter.com/i/web/status/1233134652854087694
[1] https://twitter.com/i/web/status/1232821090793197568
[1] https://www.rand.org/news/press/2018/04/26.html

Top URLs in Tweet in G10:
[7] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[2] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[1] http://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html
[1] https://twitter.com/i/web/status/1232763007744331777
[1] https://twitter.com/i/web/status/1232706290025160715
[1] https://www.propublica.org/getinvolved/tell-us-about-the-health-care-industrys-markups-and-middlemen
[1] https://www.mediagazer.com/200226/p17
[1] https://www.washingtonpost.com/local/public-safety/propublica-named-him-as-an-atomwaffen-leader-feds-say-he-struck-back/2020/02/26/c9548ac4-57e5-11ea-ab68-101ecfec2532_story.html?carta-url=https%3A%2F%2Fs2.washingtonpost.com%2Fcar-ln-tr%2F1e698f1%2F5e56dfaafe1ff658cabd6c2d%2FamxvZXdlbkB1dm0uZWR1%2F13%2F53%2Ff60a54f0d2c7234632676a659d56d06d&utm_campaign=wp_afternoon_buzz&utm_medium=email&utm_source=newsletter&wpisrc=nl_buzz

Top Domains
Top Domains in Tweet in Entire Graph:
[675] propublica.org
[389] twitter.com
[188] washingtonpost.com
[29] justice.gov
[18] trib.al
[17] texastribune.org
[11] propub.li
[6] youtube.com
[3] courier-journal.com
[3] app.com

Top Domains in Tweet in G1:
[101] twitter.com
[43] propublica.org
[22] justice.gov
[11] propub.li
[3] app.com
[2] youtube.com
[1] trib.al
[1] washingtonpost.com
[1] snd.org
[1] sacbee.com

Top Domains in Tweet in G2:
[9] propublica.org
[5] washingtonpost.com
[4] twitter.com
[1] tandfonline.com

Top Domains in Tweet in G3:
[10] propublica.org
[3] twitter.com
[2] washingtonpost.com
[1] cbs17.com

Top Domains in Tweet in G4:
[57] twitter.com
[14] texastribune.org
[10] propublica.org
[1] dropbox.com

Top Domains in Tweet in G5:
[181] propublica.org
[60] twitter.com
[57] washingtonpost.com
[3] texastribune.org
[2] popularcrime.com
[1] youtube.com
[1] pressreleasepoint.com
[1] feedpress.it
[1] apple.news
[1] beckersspine.com

Top Domains in Tweet in G6:
[18] propublica.org
[6] washingtonpost.com

Top Domains in Tweet in G7:
[43] propublica.org
[14] twitter.com
[2] washingtonpost.com
[1] justice.gov

Top Domains in Tweet in G8:
[3] propublica.org
[3] washingtonpost.com

Top Domains in Tweet in G9:
[48] propublica.org
[5] twitter.com
[2] nytimes.com
[1] rand.org
[1] washingtonpost.com

Top Domains in Tweet in G10:
[9] washingtonpost.com
[3] propublica.org
[2] twitter.com
[1] mediagazer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] scprimary
[26] treasonouscowpoke
[17] trump
[12] workplacesafety
[12] postalservice
[12] mail
[12] wtpteam
[12] onevoice1
[11] localnewsmatters
[11] newyorktimes



Top Hashtags in Tweet in G1:
[12] workplacesafety
[12] postalservice
[12] mail
[12] wtpteam
[12] onevoice1
[3] swatting
[2] localnewsmatters
[2] journalist
[2] treasonouscowpoke
[1] goptaxscam

Top Hashtags in Tweet in G3:
[10] spravato

Top Hashtags in Tweet in G4:
[2] localnewsmatters
[1] localjournalism
[1] sanantonio
[1] austin

Top Hashtags in Tweet in G5:
[3] trump
[2] propublica
[2] veterans
[2] domesticterrorism
[2] corrupttrump
[1] p2
[1] tcot
[1] voteblue
[1] whitesupremacist
[1] nazis

Top Hashtags in Tweet in G6:
[6] notok
[4] whitesupremacy

Top Hashtags in Tweet in G7:
[7] localnewsmatters
[1] notshuttingup
[1] antidepressant
[1] veterans
[1] sideeffects

Top Words
Top Words in Tweet in Entire Graph:
[2906] Words in Sentiment List#1: Positive
[2151] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[97988] Non-categorized Words
[103045] Total Words
[2165] propublica
[1161] businessman
[1157] steve
[1134] private
[1119] chinese

Top Words in Tweet in G1:
[1097] propublica
[188] trump
[164] service
[143] records
[139] seems
[135] injured
[116] jennycohn1
[111] told
[108] against
[98] chief

Top Words in Tweet in G2:
[595] justinelliott
[574] private
[573] steve
[573] bannon
[573] country
[573] jet
[573] chinese
[573] businessman
[571] flying
[571] around

Top Words in Tweet in G3:
[374] apparently
[374] owned
[372] steve
[372] bannon
[372] private
[372] wealthy
[362] crewcrew
[362] businessman
[360] chinese
[359] jet

Top Words in Tweet in G4:
[321] propublica
[244] texastribune
[189] lomikriel
[137] viannadavila
[124] manny_garcia1
[119] kiahcollier
[114] team
[111] houstonchron
[95] investigative
[92] _susancarroll

Top Words in Tweet in G5:
[95] trump
[65] antidepressant
[65] veterans
[65] know
[65] mar
[65] lago
[64] endorsed
[64] risky
[64] lawmakers
[63] pals

Top Words in Tweet in G6:
[202] trump
[197] house
[197] democrats
[197] emails
[197] financial
[197] records
[197] investigate
[197] told
[197] corner
[197] market

Top Words in Tweet in G7:
[86] propublica
[79] iarnsdorf
[55] lawmakers
[55] requested
[53] trump
[52] vetaffairsoig
[49] dirt
[48] secwilkie
[47] looked
[47] staffer

Top Words in Tweet in G8:
[142] trump
[140] endorsed
[139] ordered
[139] buy
[139] trump's
[139] brand
[139] heavily
[139] invested
[139] remember
[139] stuff

Top Words in Tweet in G9:
[11] propublica
[11] ewarren
[7] berniesanders
[6] palmerreport
[5] donaldjtrumpjr
[4] fraud
[4] trump
[4] potus
[4] latimes
[4] voxdotcom

Top Words in Tweet in G10:
[116] propublica
[116] leader
[91] atomwaffen
[82] office
[82] arrested
[61] white
[61] supremacist
[57] rachelweinerwp
[50] group
[46] former

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1119] chinese,businessman
[1118] private,jet
[1111] steve,bannon
[1048] apparently,owned
[1007] owned,wealthy
[995] wealthy,chinese
[993] jet,apparently
[619] bannon,flying
[619] flying,around
[619] around,country

Top Word Pairs in Tweet in G1:
[86] secret,service
[86] going,way
[85] service,seems
[85] seems,going
[85] way,conceal
[85] conceal,spending
[85] spending,records
[85] records,trump
[85] trump,properties
[84] propublica,secret

Top Word Pairs in Tweet in G2:
[573] steve,bannon
[573] private,jet
[573] chinese,businessman
[571] bannon,flying
[571] flying,around
[571] around,country
[571] country,private
[571] jet,apparently
[571] apparently,owned
[571] owned,wealthy

Top Word Pairs in Tweet in G3:
[374] apparently,owned
[372] steve,bannon
[372] owned,wealthy
[360] wealthy,chinese
[360] chinese,businessman
[359] private,jet
[359] jet,apparently
[348] bannon,used
[348] used,private
[348] businessman,fly

Top Word Pairs in Tweet in G4:
[191] propublica,texastribune
[90] viannadavila,lomikriel
[87] kiahcollier,viannadavila
[74] investigative,team
[74] texastribune,manny_garcia1
[71] houstonchron,_susancarroll
[71] _susancarroll,propublica
[66] lomikriel,houstonchron
[45] propublica,kiahcollier
[39] lomikriel,perla_trevizo

Top Word Pairs in Tweet in G5:
[65] mar,lago
[64] trump,endorsed
[64] endorsed,risky
[64] risky,antidepressant
[64] veterans,lawmakers
[64] lawmakers,know
[64] know,mar
[63] antidepressant,veterans
[63] lago,pals
[63] pals,stake

Top Word Pairs in Tweet in G6:
[197] house,democrats
[197] democrats,emails
[197] emails,financial
[197] financial,records
[197] records,investigate
[197] investigate,trump
[197] trump,told
[197] told,corner
[197] corner,market
[196] beachpretzel2,house

Top Word Pairs in Tweet in G7:
[47] looked,dirt
[44] vetaffairsoig,investigating
[44] investigating,whether
[44] whether,secwilkie
[44] secwilkie,looked
[44] dirt,congressional
[44] congressional,staffer
[44] staffer,lawmakers
[44] lawmakers,requested
[43] iarnsdorf,vetaffairsoig

Top Word Pairs in Tweet in G8:
[140] trump,endorsed
[139] ordered,buy
[139] buy,trump's
[139] trump's,brand
[139] brand,heavily
[139] heavily,invested
[139] invested,remember
[139] remember,stuff
[139] stuff,mattered
[139] mattered,trump

Top Word Pairs in Tweet in G9:
[3] propublica,wnyc
[3] lermentov,squirrels4trees
[3] latimes,sfchronicle
[3] sfchronicle,marketplace
[3] marketplace,propublica
[3] propublica,nowthisnews
[3] nowthisnews,newshour
[3] newshour,slate
[3] slate,voxdotcom
[3] voxdotcom,vicenews

Top Word Pairs in Tweet in G10:
[61] white,supremacist
[43] former,white
[43] supremacist,leader
[43] leader,arrested
[43] arrested,trying
[43] trying,swat
[43] swat,propublica
[43] propublica,journalist
[43] journalist,propublica's
[43] propublica's,nyc

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@lomikriel
@viannadavila
@marshall_allen
@kiahcollier
@icarusalso
@evanasmith
@mass_marion
@jennycohn1
@iarnsdorf

Top Replied-To in G1:
@propublica
@jennycohn1
@miekeeoyang
@snd
@drigomunoz
@spankinhenken
@mpbair
@mike16468363
@sjm0911
@xezed1

Top Replied-To in G2:
@justinelliott
@danhaasmusic
@jbatnc304
@lilpol83

Top Replied-To in G3:
@propublica
@publicintegrity

Top Replied-To in G4:
@lomikriel
@viannadavila
@kiahcollier
@propublica
@evanasmith
@texastribune
@hannahdreier
@jkbjournalist
@jdinhtown
@_katya_long

Top Replied-To in G7:
@iarnsdorf
@dicktofel
@vetaffairsdems
@hannahfresques
@deptvetaffairs
@urocklive1
@lily_lumiere
@kenwardjr
@propublica

Top Replied-To in G9:
@lermentov
@donaldjtrumpjr
@propublica
@babyboda2
@buzzlghtbeer
@iggyandmango
@rednosedroo
@thewaythingsar1
@carminesabia
@sabrina68

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@justinelliott
@crewcrew
@texastribune
@beachpretzel2
@psychdr100
@lomikriel
@manny_garcia1
@viannadavila
@weareoversight

Top Mentioned in G1:
@propublica
@jennycohn1
@miekeeoyang
@asburyparkpress
@andrewfordnews
@jessicahuseman
@mcclatchy
@pohl_jason
@thesereneway
@arshalomaclu

Top Mentioned in G2:
@justinelliott
@propublica
@tomjackmanwp
@5_2blue
@danhaasmusic
@rwritter
@lilpol83

Top Mentioned in G3:
@crewcrew
@propublica
@justinelliott
@publicintegrity
@imagineworldas1
@dfriedman33
@noahbookbinder
@jenmercieca
@peteracary
@iarnsdorf

Top Mentioned in G4:
@propublica
@texastribune
@lomikriel
@manny_garcia1
@viannadavila
@kiahcollier
@houstonchron
@_susancarroll
@perla_trevizo
@jinatx

Top Mentioned in G6:
@beachpretzel2
@timinhonolulu
@aronzaqua
@justinelliott
@aurora_phlox
@nhdogmom
@steampelosi
@crewcrew
@propublica

Top Mentioned in G7:
@iarnsdorf
@propublica
@vetaffairsoig
@secwilkie
@dicktofel
@charlesornstein
@oversightdems
@deptvetaffairs
@vetaffairsdems
@andrewfordnews

Top Mentioned in G8:
@psychdr100
@justinelliott
@crewcrew
@belkissobadia
@propublica
@missltoe
@beachpretzel2

Top Mentioned in G9:
@ewarren
@propublica
@berniesanders
@palmerreport
@potus
@voxdotcom
@vicenews
@petebuttigieg
@wnyc
@nytimes

Top Mentioned in G10:
@rachelweinerwp
@alexemmons
@aaschapiro
@dokhifassihian
@mattzap
@justinelliott
@charlesornstein
@propublica
@farrarpjoy
@feliciasonmez

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@dichristine
@littlebytesnews
@llemj
@kat4obama
@1denmadrid
@ecointernetdrgb
@_redfrog
@coopmike48

Top Tweeters in G1:
@_redfrog
@bannerite
@lechatnoire4
@kenkircher1
@lovetogive2
@vedehimajumdar
@miss_placed_
@yayayarndiva
@morgfair
@oufenix

Top Tweeters in G2:
@littlebytesnews
@kat4obama
@bkindngood
@politicalbee
@katcapps
@marthalynneowe1
@winterthur
@jot_au
@amyayers16
@buffaloon

Top Tweeters in G3:
@1denmadrid
@thereal_rebel
@grandpooba5440
@loulachat
@pgrandee10
@igallupd
@angelakrebs444
@womensaveusa
@waterflowerm
@barbiewithatude

Top Tweeters in G4:
@dichristine
@jjj5819
@amor_vuelvetx
@deathtocrazy
@januaryhandl
@leahmcelrath
@86thlegislature
@houstonchron
@posuttrump
@infullbloomus

Top Tweeters in G5:
@occuworld
@the_news_diva
@coopmike48
@prpnews
@schestowitz
@ecclesias
@chronlaw
@nobiggovduh
@amsmadwoman
@augusteve2012

Top Tweeters in G6:
@yarosisnancy
@stockguy61
@wildwillow65
@mayirmamay14
@brontyman
@awelab1956
@nhdogmom
@wellness4you13
@mstepczyk
@betseybess

Top Tweeters in G7:
@gambiste1
@betterw05759703
@lacunalingua
@estarianne
@roripierpont1
@tallyannae
@henrygalvin88
@debratdmbg
@bayofarizona
@marydram

Top Tweeters in G8:
@sar_oso
@kath2252
@marilyncapps
@marykeithbare1
@peri_gisele
@100concerned
@alexanderkaty
@diannemando
@herrick_a
@lucilleaustero2

Top Tweeters in G9:
@guardian
@slate
@rhonda_harbison
@dalek_fan
@nytimes
@politico
@thedailybeast
@cnn
@stranahan
@latimes

Top Tweeters in G10:
@johangreg
@carlyinnj
@cwharlow
@blackrepublican
@joanisparkles
@mjohnso27
@masg66
@auntsophie1
@coalminetweety
@annfinster


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