Propublica, Twitter, 10/1/2021 1:20:29 PM, 263395
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Propublica_2021-10-01_05-35-12.xlsx
Propublica_2021-10-01_05-35-12.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
October 01, 2021
Short Description:
Propublica via NodeXL https://bit.ly/3iqSrBv
@propublica
@rbreich
@charlesornstein
@jennycohn1
@wookietim
@shellyrkirchoff
@bandler_james
@justinelliott
@jeffroushpoetry
@potus

Top hashtags:
#thatskim
#profitsoverpeople
#prince
#devos
#smartnews
#va
#taxtherich

Description:
Description
The graph represents a network of 7,029 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, 01 October 2021 at 12:39 UTC.

The requested start date was Friday, 01 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 11-hour, 51-minute period from Tuesday, 28 September 2021 at 12:07 UTC to Thursday, 30 September 2021 at 23:59 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 : 7029
Unique Edges : 5916
Edges With Duplicates : 14358
Total Edges : 20274
Number of Edge Types : 5
Mentions : 2495
Tweet : 821
MentionsInRetweet : 10191
Retweet : 5957
Replies to : 810
Self-Loops : 863
Reciprocated Vertex Pair Ratio : 0.00882223202470225
Reciprocated Edge Ratio : 0.0174901617839965
Connected Components : 598
Single-Vertex Connected Components : 382
Maximum Vertices in a Connected Component : 5909
Maximum Edges in a Connected Component : 18844
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.516365
Graph Density : 0.000231478613724279
Modularity : 0.43293
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,029 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, 01 October 2021 at 12:39 UTC.

The requested start date was Friday, 01 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 11-hour, 51-minute period from Tuesday, 28 September 2021 at 12:07 UTC to Thursday, 30 September 2021 at 23:59 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:
[252] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[156] https://www.propublica.org/article/in-a-california-desert-sheriffs-deputies-settle-schoolyard-disputes-black-teens-bear-the-brunt
[137] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[113] https://www.propublica.org/article/national-debt-trump
[90] https://www.rawstory.com/erik-prince-threatens-propublica-reporters-after-they-reveal-special-trusts-he-and-others-exploited-to-avoid-estate-taxes/
[47] https://www.propublica.org/article/facebook-grew-marketplace-to-1-billion-users-now-scammers-are-using-it-to-target-people-around-the-world
[32] https://trib.al/nmZ6omJ
[30] https://www.propublica.org/jobs/engagement-and-crowdsourcing-reporter
[28] https://www.alternet.org/2021/09/erik-prince/
[25] https://www.propublica.org/article/heeding-steve-bannons-call-election-deniers-organize-to-seize-control-of-the-gop-and-reshape-americas-elections

Top URLs in Tweet in G1:
[102] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[25] https://trib.al/nmZ6omJ
[12] https://www.propublica.org/jobs/engagement-and-crowdsourcing-reporter
[6] https://www.propublica.org/article/in-a-california-desert-sheriffs-deputies-settle-schoolyard-disputes-black-teens-bear-the-brunt
[4] https://electionemails2020.org/
[4] https://twitter.com/eedugdale/status/1443242673716957184?s=20
[4] https://www.rawstory.com/erik-prince-threatens-propublica-reporters-after-they-reveal-special-trusts-he-and-others-exploited-to-avoid-estate-taxes/
[4] https://theintercept.com/2019/04/13/tax-day-taxes-statistics/
[3] https://trib.al/2KM6lno
[3] https://gijn.org/2021/09/29/reporting-on-climate-injustice/

Top URLs in Tweet in G2:
[16] https://www.bloomberg.com/tosv2.html?vid=&uuid=10a0bc36-213b-11ec-a8ff-416373516b46&url=L25ld3MvYXJ0aWNsZXMvMjAxMy0xMi0xNy9hY2NpZGVudGFsLXRheC1icmVhay1zYXZlcy13ZWFsdGhpZXN0LWFtZXJpY2Fucy0xMDAtYmlsbGlvbg==
[14] https://www.propublica.org/jobs/engagement-and-crowdsourcing-reporter
[12] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[5] https://trib.al/nmZ6omJ
[4] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[3] https://www.propublica.org/article/in-a-california-desert-sheriffs-deputies-settle-schoolyard-disputes-black-teens-bear-the-brunt
[3] https://features.propublica.org/garfield-park-archive/in-those-pictures-you-can-see-the-community/
[3] https://www.propublica.org/article/facebook-grew-marketplace-to-1-billion-users-now-scammers-are-using-it-to-target-people-around-the-world
[3] https://www.rawstory.com/erik-prince-threatens-propublica-reporters-after-they-reveal-special-trusts-he-and-others-exploited-to-avoid-estate-taxes/
[2] https://www.propublica.org/article/head-of-california-utility-regulator-resigns-less-than-one-year-into-six-year-term

Top URLs in Tweet in G3:
[14] https://www.propublica.org/article/heeding-steve-bannons-call-election-deniers-organize-to-seize-control-of-the-gop-and-reshape-americas-elections
[10] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[4] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[1] https://twitter.com/AP/status/1443622269729841152?s=20
[1] https://twitter.com/thedailybeast/status/1443012692076371980?s=20
[1] https://www.propublica.org/article/poorly-protected-postal-workers-are-catching-covid-19-by-the-thousands-its-one-more-threat-to-voting-by-mail#:~:text=National-,Poorly%20Protected%20Postal%20Workers%20Are%20Catching%20COVID%2D19%20by%20the,related%20reasons%2C%20slowing%20mail%20delivery
[1] https://twitter.com/propublica/status/1442863708728803335
[1] https://www.propublica.org/article/ike-perlmutter-bruce-moskowitz-marc-sherman-shadow-rulers-of-the-va
[1] https://www.rawstory.com/erik-prince-threatens-propublica-reporters-after-they-reveal-special-trusts-he-and-others-exploited-to-avoid-estate-taxes/
[1] https://trib.al/nmZ6omJ

Top URLs in Tweet in G4:
[64] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[44] https://www.propublica.org/article/in-a-california-desert-sheriffs-deputies-settle-schoolyard-disputes-black-teens-bear-the-brunt
[42] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[22] https://www.rawstory.com/erik-prince-threatens-propublica-reporters-after-they-reveal-special-trusts-he-and-others-exploited-to-avoid-estate-taxes/
[17] https://www.alternet.org/2021/09/erik-prince/
[10] https://www.propublica.org/article/national-debt-trump
[9] https://www.propublica.org/article/across-the-parish-line
[7] https://twitter.com/propublica/status/1442863708728803335
[7] https://www.propublica.org/article/aclu-calls-on-federal-prosecutors-to-investigate-the-jefferson-parish-sheriffs-office
[6] https://www.propublica.org/article/facebook-grew-marketplace-to-1-billion-users-now-scammers-are-using-it-to-target-people-around-the-world

Top URLs in Tweet in G5:
[6] https://www.propublica.org/article/head-of-california-utility-regulator-resigns-less-than-one-year-into-six-year-term
[6] https://twitter.com/propublica/status/1443426154552168449?s=19
[5] https://www.propublica.org/article/across-the-parish-line
[4] https://www.propublica.org/article/ike-perlmutter-bruce-moskowitz-marc-sherman-shadow-rulers-of-the-va
[3] https://www.nola.com/opinions/will_sutton/article_31833862-1fad-11ec-9e97-23fa4fb6dbde.html
[3] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[2] https://www.propublica.org/article/aclu-calls-on-federal-prosecutors-to-investigate-the-jefferson-parish-sheriffs-office
[2] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[1] https://www.wwno.org/news/2021-09-28/aclu-calls-on-federal-prosecutors-to-investigate-the-jefferson-parish-sheriffs-office
[1] https://www.propublica.org/article/she-noticed-200-million-missing-then-she-was-fired

Top URLs in Tweet in G6:
[20] https://www.propublica.org/article/national-debt-trump
[4] https://nytv.to/oxbL6
[3] https://www.propublica.org/article/heeding-steve-bannons-call-election-deniers-organize-to-seize-control-of-the-gop-and-reshape-americas-elections
[2] https://www.propublica.org/article/climate-change-will-force-a-new-american-migration
[2] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes?utm_source=twitter&utm_medium=social
[2] https://www.propublica.org/article/new-details-suggest-senior-trump-aides-knew-jan-6-rally-could-get-chaotic
[1] https://talkingbiznews.com/they-talk-biz-news/ap-kpcc-among-early-loeb-award-winners/
[1] https://twitter.com/i/web/status/1443724730402439171
[1] https://twitter.com/i/web/status/1443723883438174208
[1] https://www.propublica.org/jobs/engagement-and-crowdsourcing-reporter

Top URLs in Tweet in G7:
[15] https://www.propublica.org/article/national-debt-trump
[11] https://www.propublica.org/article/habitat-for-humanity-brooklyn-bedford-stuyvesant-poor-lose-homes
[7] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[5] https://projects.propublica.org/politwoops/user/kyrstensinema
[3] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[2] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[1] https://twitter.com/i/web/status/1443653958891802643
[1] https://twitter.com/i/web/status/1443654244750397446
[1] https://www.propublica.org/article/in-a-california-desert-sheriffs-deputies-settle-schoolyard-disputes-black-teens-bear-the-brunt
[1] https://www.propublica.org/article/aclu-calls-on-federal-prosecutors-to-investigate-the-jefferson-parish-sheriffs-office

Top URLs in Tweet in G8:
[23] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[14] https://www.propublica.org/article/more-than-half-of-americas-100-richest-people-exploit-special-trusts-to-avoid-estate-taxes
[2] https://www.propublica.org/article/in-a-california-desert-sheriffs-deputies-settle-schoolyard-disputes-black-teens-bear-the-brunt
[2] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[2] https://www.propublica.org/article/aclu-calls-on-federal-prosecutors-to-investigate-the-jefferson-parish-sheriffs-office
[2] https://www.propublica.org/article/national-debt-trump
[1] https://twitter.com/i/web/status/1443651198331113474
[1] https://www.rawstory.com/erik-prince-threatens-propublica-reporters-after-they-reveal-special-trusts-he-and-others-exploited-to-avoid-estate-taxes/
[1] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut

Top URLs in Tweet in G9:
[22] https://www.propublica.org/article/in-a-california-desert-sheriffs-deputies-settle-schoolyard-disputes-black-teens-bear-the-brunt
[3] https://www.propublica.org/jobs/engagement-and-crowdsourcing-reporter
[3] https://www.propublica.org/article/landlords-use-secret-algorithms-to-screen-potential-tenants-find-out-what-theyve-said-about-you
[3] https://twitter.com/newsemmys/status/1443035220891082757
[2] https://features.propublica.org/garfield-park-archive/in-those-pictures-you-can-see-the-community/
[2] https://www.judicialcriminal.com/
[2] https://trib.al/Ze2Vek9
[1] https://twitter.com/i/web/status/1443630227704385539
[1] https://twitter.com/i/web/status/1443245256959348736
[1] https://twitter.com/i/web/status/1443627201019060231

Top URLs in Tweet in G10:
[2] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[1] https://projects.propublica.org/parler-capitol-videos/
[1] https://www.propublica.org/article/national-debt-trump

Top Domains
Top Domains in Tweet in Entire Graph:
[1212] propublica.org
[302] twitter.com
[92] rawstory.com
[91] trib.al
[33] alternet.org
[27] bloomberg.com
[9] propub.li
[8] apple.news
[8] youtube.com
[6] archive.org

Top Domains in Tweet in G1:
[144] propublica.org
[86] twitter.com
[75] trib.al
[9] propub.li
[4] electionemails2020.org
[4] rawstory.com
[4] theintercept.com
[3] gijn.org
[2] bloomberg.com
[2] youtube.com

Top Domains in Tweet in G2:
[49] propublica.org
[16] bloomberg.com
[8] twitter.com
[5] trib.al
[3] rawstory.com
[2] typepad.com
[2] alternet.org
[2] apple.news
[1] wwno.org
[1] ssrn.com

Top Domains in Tweet in G3:
[30] propublica.org
[4] twitter.com
[1] rawstory.com
[1] trib.al

Top Domains in Tweet in G4:
[283] propublica.org
[67] twitter.com
[22] rawstory.com
[20] alternet.org
[5] apple.news
[4] bloomberg.com
[4] benzinga.com
[3] linkedin.com
[3] wealthmanagement.com
[3] classy.org

Top Domains in Tweet in G5:
[40] propublica.org
[17] twitter.com
[5] nola.com
[1] wwno.org
[1] rawstory.com
[1] bloomberg.com
[1] solutionsjournalism.org

Top Domains in Tweet in G6:
[37] propublica.org
[9] twitter.com
[4] nytv.to
[2] bloomberg.com
[1] talkingbiznews.com
[1] zoom.us
[1] trib.al
[1] politico.com
[1] usatoday.com
[1] eventbrite.com

Top Domains in Tweet in G7:
[49] propublica.org
[5] twitter.com
[1] nymag.com
[1] time.com

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

Top Domains in Tweet in G9:
[36] propublica.org
[16] twitter.com
[3] trib.al
[2] judicialcriminal.com
[1] theemmys.tv

Top Domains in Tweet in G10:
[4] propublica.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] thatskim
[21] profitsoverpeople
[20] prince
[20] devos
[16] smartnews
[16] va
[15] taxtherich
[14] onev1
[14] demvoice1
[9] secretirsfiles



Top Hashtags in Tweet in G1:
[7] taxtherich
[6] secretirsfiles
[4] theirspapers
[3] termlimits
[3] citizensunited
[2] breaking
[2] tax
[2] america
[2] antelopevalley
[1] nmlocalnews

Top Hashtags in Tweet in G2:
[3] vaccineequity
[2] secretirsfiles
[2] cumbreglobalsobredesinformacion
[2] taxtherich
[2] cyberdigest
[1] wealthtax
[1] congress
[1] tax
[1] policy
[1] law

Top Hashtags in Tweet in G3:
[3] redditpolitics
[2] veterans
[1] veteransday

Top Hashtags in Tweet in G4:
[9] smartnews
[4] propublica
[3] taxtherich
[2] trump
[2] erikprince
[2] schoolshooting
[2] aclu
[2] blm
[2] louisiana
[1] autistichatecrime

Top Hashtags in Tweet in G5:
[7] cuomo
[3] trumpsamerica
[2] sanetorturedamerussians
[2] solutionsjournalism
[1] 1/6/2021 12:00:00 AM
[1] 2yrs2long
[1] coumo
[1] exhausted
[1] investigativegreats
[1] objectivehardfacttruth

Top Hashtags in Tweet in G6:
[4] gop
[4] maga
[1] familycourt
[1] republicans
[1] trump

Top Hashtags in Tweet in G7:
[8] estatetax
[2] taxtherich
[1] reformtaxcode
[1] eattherich
[1] sell
[1] karma
[1] mcrib
[1] marco
[1] crime
[1] fundthefuture

Top Hashtags in Tweet in G8:
[6] kochnetwork
[3] gopdebt
[2] mog
[1] goptaxscam

Top Hashtags in Tweet in G9:
[1] community
[1] socialcohesion
[1] covid19pandemic
[1] journalism
[1] cjsstabile
[1] journalists
[1] trauma
[1] reporting

Top Words
Top Words in Tweet in Entire Graph:
[5250] propublica
[2301] special
[2294] rbreich
[2282] trusts
[2045] more
[1990] richest
[1830] 100
[1814] half
[1741] used
[1626] nation

Top Words in Tweet in G1:
[3430] propublica
[2227] rbreich
[1575] trusts
[1548] used
[1541] nation
[1509] more
[1479] special
[1478] report
[1462] richest
[1454] 100

Top Words in Tweet in G2:
[499] propublica
[369] estate
[296] avoid
[285] special
[268] charlesornstein
[210] trust
[201] erik
[201] prince
[196] more
[191] use

Top Words in Tweet in G3:
[271] gop
[230] bannon
[228] jennycohn1
[191] lowest
[190] solution
[190] announced
[190] seize
[190] control
[190] bottom
[190] listeners

Top Words in Tweet in G4:
[135] propublica
[109] taxes
[107] estate
[104] avoid
[100] trusts
[96] special
[73] people
[72] more
[68] richest
[63] trump

Top Words in Tweet in G5:
[210] propublica
[131] investigation
[126] wwno
[92] sheriff
[78] wrkf
[69] deputies
[67] office
[61] more
[57] people
[50] found

Top Words in Tweet in G6:
[30] propublica
[22] trusts
[14] avoid
[14] used
[13] tax
[11] wealthiest
[11] estate
[10] nytimes
[10] wsj
[10] pay

Top Words in Tweet in G7:
[86] use
[52] congress
[47] pass
[47] fortunes
[45] rich
[42] senwarren
[42] huge
[39] reconciliation
[39] bill
[39] close

Top Words in Tweet in G8:
[116] debt
[80] special
[77] richest
[75] 4taxfairness
[69] tax
[63] america's
[61] heirs
[58] propublica
[57] billionaires
[56] free

Top Words in Tweet in G9:
[156] propublica
[103] eedugdale
[75] kpcc
[74] sheriff
[74] deputies
[73] laist
[69] found
[64] investigation
[47] antelope
[46] valley

Top Words in Tweet in G10:
[4] lanyjennifer
[4] catlady111310
[3] codeofpets
[3] manoloh102
[3] mrmanly12
[3] markholiday17
[3] bsslayah
[3] mistressredwasp
[3] synyster63
[3] flattielover

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1994] special,trusts
[1805] 100,richest
[1802] more,half
[1476] propublica,more
[1472] half,nation
[1472] nation,100
[1472] richest,individuals
[1472] individuals,used
[1471] report,propublica
[1471] used,special

Top Word Pairs in Tweet in G1:
[1456] special,trusts
[1443] more,half
[1443] 100,richest
[1429] propublica,more
[1428] half,nation
[1428] nation,100
[1428] richest,individuals
[1428] individuals,used
[1427] used,special
[1426] bombshell,report

Top Word Pairs in Tweet in G2:
[261] avoid,estate
[200] erik,prince
[184] 100,richest
[181] more,half
[178] use,special
[176] prince,propublica
[175] blackwater,founder
[175] founder,erik
[175] propublica,use
[175] special,trust

Top Word Pairs in Tweet in G3:
[190] solution,bannon
[190] bannon,announced
[190] announced,seize
[190] seize,control
[190] control,gop
[190] gop,bottom
[190] bottom,listeners
[190] listeners,shld
[190] shld,flood
[190] flood,lowest

Top Word Pairs in Tweet in G4:
[101] avoid,estate
[95] special,trusts
[94] estate,taxes
[57] richest,people
[56] more,half
[56] 100,richest
[55] half,america
[55] america,100
[55] people,exploit
[55] exploit,special

Top Word Pairs in Tweet in G5:
[78] wwno,wrkf
[59] sheriff,office
[54] propublica,wwno
[48] jefferson,parish
[47] people,deputies
[46] propublica,ongoing
[46] ongoing,propublica
[46] wrkf,investigation
[46] investigation,sheriff
[46] office,found

Top Word Pairs in Tweet in G6:
[11] avoid,estate
[10] over,50
[10] 50,wealthiest
[10] wealthiest,americans
[10] americans,used
[10] used,grantor
[10] grantor,retained
[10] retained,annuity
[10] annuity,trusts
[10] trusts,trusts

Top Word Pairs in Tweet in G7:
[39] congress,use
[39] use,reconciliation
[39] reconciliation,bill
[39] bill,close
[39] close,loopholes
[39] loopholes,ultra
[39] ultra,rich
[39] rich,use
[39] use,pass
[39] pass,huge

Top Word Pairs in Tweet in G8:
[56] richest,billionaires
[56] tax,free
[55] breaking,america's
[55] america's,richest
[55] billionaires,using
[55] using,special
[55] special,'trusts'
[55] 'trusts',build
[55] build,tax
[55] free,dynasties

Top Word Pairs in Tweet in G9:
[71] sheriff,deputies
[70] kpcc,laist
[68] laist,propublica
[66] propublica,found
[65] found,sheriff
[47] investigation,kpcc
[46] antelope,valley
[36] gardner,something
[36] something,investigation
[35] eedugdale,gardner

Top Word Pairs in Tweet in G10:
[2] minnesotaexpat,manoloh102
[2] manoloh102,rjocore989
[2] rjocore989,menvoters
[2] mmmgarmonbozia,ladyreneemarie1
[2] ladyreneemarie1,mychickendinner
[2] cpt_cosmosis,lanyjennifer
[2] lanyjennifer,mathmomma24
[2] mathmomma24,megamandrn001
[2] megamandrn001,l_istigatore
[2] l_istigatore,lombresait

Top Replied-To
Top Replied-To in Entire Graph:
@rbreich
@propublica
@vikinghippie82
@m2005l2008
@ericlo
@rutledge_joel
@charlesornstein
@donwinslow
@bykenarmstrong
@marshablackburn

Top Replied-To in G1:
@rbreich
@propublica
@vikinghippie82
@m2005l2008
@ericlo
@rutledge_joel
@goofysconcern
@warnockwarrior
@iceiggy
@hodgesmr

Top Replied-To in G2:
@charlesornstein
@bandler_james
@shinino_kage
@propublica
@justinelliott
@eisingerj
@_tonybriscoe
@govcox
@lacreoleman
@alexisceule

Top Replied-To in G3:
@bykenarmstrong
@propublica
@nomoreorg
@marceelias
@richgirlinparis
@votevets
@dsaveterans
@secvetaffairs
@bandler_james

Top Replied-To in G5:
@propublica
@nypdshea
@raventerp100
@gomeschantel
@jim_jordan
@surereality
@equalityalec
@stephaniefishm4
@tristansnell
@saysdana

Top Replied-To in G6:
@leadermcconnell
@msnbc
@barbara54047030
@lispower1
@nypost
@grtsanta11
@propublica
@noliewithbtc
@kenklippenstein
@therecount

Top Replied-To in G7:
@donwinslow
@mollyjongfast
@shelterforce
@secfudge
@briantylercohen
@researchdafacts
@71northmoore
@queens4evah
@boerumhillnbrs
@potus

Top Replied-To in G8:
@weareoversight

Top Replied-To in G9:
@thasker
@almudenatoral
@smithreports
@terryparrisjr
@nadjadrost
@pbswi
@carasantamaria
@carolsott
@eedugdale
@charlesornstein

Top Replied-To in G10:
@tomdoubting
@almabona
@michellmybell1
@mrmanly12
@snojustice1

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@rbreich
@charlesornstein
@jennycohn1
@ericlo
@aoc
@justinelliott
@marmel
@eedugdale
@jeffroushpoetry

Top Mentioned in G1:
@propublica
@rbreich
@ericlo
@aoc
@marmel
@warnockwarrior
@thedailyshow
@nowthisnews
@epiersma
@bev1jill

Top Mentioned in G2:
@charlesornstein
@propublica
@justinelliott
@sheinvestigates
@eisingerj
@bandler_james
@jeffernsthausen
@danieljhemel
@ericuman
@teddyschleifer

Top Mentioned in G3:
@jennycohn1
@propublica
@bykenarmstrong
@iarnsdorf
@deptvetaffairs
@rbreich
@taxmarch
@charlesornstein
@oversightdems
@randirhodes

Top Mentioned in G4:
@michaelgrant_cj
@taizun_tapia
@ikejackson

Top Mentioned in G5:
@propublica
@wwno
@wrkf
@richardawebster
@nolanews
@propubli
@gal_suburban
@charlesornstein
@potus
@vp

Top Mentioned in G6:
@propublica
@nytimes
@wsj
@ap
@business
@nypost
@adndotcom
@senategop
@msnbc
@zaleskiluke

Top Mentioned in G7:
@senwarren
@propublica
@potus
@hitaxfairness
@sensanders
@rosenchild
@donwinslow
@hubbucket
@crewcrew
@kyrstensinema

Top Mentioned in G8:
@4taxfairness
@safetypindaily
@laurenwern
@stormmela
@propublica
@mog7546
@rbreich
@cruellaisdevine
@weareoversight
@stillwaters1029

Top Mentioned in G9:
@propublica
@eedugdale
@kpcc
@laist
@ariana_tobin
@irenatfh
@katiecampbell
@thebeenster
@kenwardjr
@tracyweber

Top Mentioned in G10:
@lanyjennifer
@catlady111310
@codeofpets
@manoloh102
@markholiday17
@bsslayah
@mistressredwasp
@synyster63
@flattielover
@2tall2fall4it

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@dichristine
@cybersec_feeds
@cagney1991
@1denmadrid
@7b73f39b85e1415
@thereal_rebel
@phillip92321
@manmet80
@bannerite

Top Tweeters in G1:
@dichristine
@cagney1991
@lizditz
@onahunttoday
@jjj5819
@vedehimajumdar
@tadrow
@sallyrmelb
@metaquest
@saaadmalikk

Top Tweeters in G2:
@1denmadrid
@mharvey816
@fleming77
@enrico056
@riskyliberal
@itswanda
@roripierpont1
@sba1211
@adekleine
@bethsinniresist

Top Tweeters in G3:
@oldlady12345
@phillip92321
@cheezwitham
@sar_oso
@amyayers16
@greeeneyedwhwom
@samhainnight
@cnbsnana
@estarianne
@antarianrani

Top Tweeters in G4:
@coopmike48
@backstorymom1
@schestowitz
@bmangh
@liveedges
@drpatfarrell
@mary_swilling
@redot2005
@jonups_
@smp0312

Top Tweeters in G5:
@manmet80
@pollsstar
@theresamax
@carrybeyond
@lorettabower3
@mwhalan
@aprylsmithts
@ydanasmithdutra
@reevynap
@runpattirun

Top Tweeters in G6:
@7b73f39b85e1415
@thehill
@ungubunugu1274
@reuters
@business
@guardian
@huffpost
@nytimes
@foxnews
@nypost

Top Tweeters in G7:
@rosenchild
@cultiv8hope
@lulu82824
@shirleydebalsi
@time
@pamelafbrockman
@hubbucket
@joncoopertweets
@barack_mcbush
@laurapcd1

Top Tweeters in G8:
@mog7546
@cotey_mary
@hijcp
@familygrowing1
@jeffreymeursing
@safetypindaily
@royaleight
@funnagan
@nitenitemelissa
@forumeditor

Top Tweeters in G9:
@thereal_rebel
@coronaupdatebot
@iveyjanette_207
@tifethebawse
@suzanneinlgb
@aspeed
@kevinrns
@rmr11rock
@olaasm
@dmrider

Top Tweeters in G10:
@memeburk
@lauriespoon
@815wrldtrvlr
@vickie627
@jayne720
@michellmybell1
@ladyoftheocean1
@instinctnaturel
@rdrhwke
@misshellca


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