Propublica, Twitter, 5/28/2021 2:19:28 PM, 255725
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Propublica_2021-05-28_05-35-12.xlsx
Propublica_2021-05-28_05-35-12.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
May 28, 2021
Short Description:
Propublica via NodeXL https://bit.ly/2R2DdIw
@propublica
@crewcrew
@andrewsolender
@dlind
@tulanelaw
@no2hitting
@safetypindaily
@theastrolabe
@do_kinder
@mayawiley

Top hashtags:
#coahuila
#allende
#gop
#maga
#cybersecurity
#covid19
#ransomware
#aapihm
#usa

Description:
Description
The graph represents a network of 6,897 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 May 2021 at 12:48 UTC.

The requested start date was Friday, 28 May 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 3-day, 8-hour, 39-minute period from Monday, 24 May 2021 at 15:18 UTC to Thursday, 27 May 2021 at 23:58 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 : 6897
Unique Edges : 4693
Edges With Duplicates : 13185
Total Edges : 17878
Number of Edge Types : 5
Retweet : 5547
MentionsInRetweet : 7493
Tweet : 1037
Mentions : 2958
Replies to : 843
Self-Loops : 1075
Reciprocated Vertex Pair Ratio : 0.0108530497069677
Reciprocated Edge Ratio : 0.0214730513205927
Connected Components : 737
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 5455
Maximum Edges in a Connected Component : 16040
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.434601
Graph Density : 0.000195829788465142
Modularity : 0.437847
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,897 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 May 2021 at 12:48 UTC.

The requested start date was Friday, 28 May 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 3-day, 8-hour, 39-minute period from Monday, 24 May 2021 at 15:18 UTC to Thursday, 27 May 2021 at 23:58 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:
[381] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[244] https://projects.propublica.org/politwoops/tweet/1397233549636509698
[165] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms
[163] https://trib.al/JAWIn5M
[85] https://trib.al/0hxwwT8
[75] https://trib.al/pZF8G3E
[61] https://www.propublica.org/article/shadow-wins-how-ice-avoids-judicial-accountability-by-quietly-releasing-immigrants-who-challenge-being-detained
[55] https://www.propublica.org/article/national-debt-trump
[48] https://www.propublica.org/article/this-is-how-you-get-your-power-back
[42] https://www.propublica.org/article/fighting-russian-mafia-networks-in-spain

Top URLs in Tweet in G1:
[131] https://trib.al/JAWIn5M
[79] https://trib.al/0hxwwT8
[65] https://trib.al/pZF8G3E
[13] https://trib.al/uVIwXR4
[13] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[12] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms
[7] https://trib.al/MbCul98
[7] https://twitter.com/XXFutureXY/status/1397065438773743617
[6] https://trib.al/qByyFyq
[5] https://www.propublica.org/article/this-is-how-you-get-your-power-back

Top URLs in Tweet in G2:
[71] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms
[26] https://www.propublica.org/article/shadow-wins-how-ice-avoids-judicial-accountability-by-quietly-releasing-immigrants-who-challenge-being-detained
[17] https://www.propublica.org/article/this-is-how-you-get-your-power-back
[16] https://www.propublica.org/article/ppp-farms
[15] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[13] https://www.propublica.org/article/the-u-s-broke-its-promise-to-return-land-to-hawaiians-my-family-knows-something-about-land-loss
[11] https://twitter.com/propublica/status/1396543991261302785
[11] https://www.propublica.org/article/you-save-as-long-as-you-have-to
[10] https://www.businessinsider.com/ppp-loan-list-small-business-fake-firms-propublica-2021-5
[8] https://www.propublica.org/article/allende-zetas-cartel-masacre-y-la-dea

Top URLs in Tweet in G3:
[320] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[4] https://trib.al/JAWIn5M
[2] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms
[1] https://trib.al/0hxwwT8
[1] https://www.propublica.org/article/shadow-wins-how-ice-avoids-judicial-accountability-by-quietly-releasing-immigrants-who-challenge-being-detained
[1] https://apple.news/ABsoY0CLvRUuwhU8LE-BcWQ

Top URLs in Tweet in G4:
[33] https://www.propublica.org/article/national-debt-trump
[5] https://www.propublica.org/article/here-are-six-accidents-unc-researchers-had-with-lab-created-coronaviruses
[4] https://twitter.com/propublica/status/1397312716000440323
[2] https://twitter.com/propublica/status/1397210029170860033
[2] https://www.propublica.org/article/near-misses-at-unc-chapel-hills-high-security-lab-illustrate-risk-of-accidents-with-coronaviruses
[2] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout
[2] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[1] https://twitter.com/i/web/status/1394285919365124100
[1] https://twitter.com/i/web/status/1398042351998799878
[1] https://twitter.com/SarahLongwell25/status/1397994382435966981?s=20

Top URLs in Tweet in G5:
[46] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms
[7] https://www.propublica.org/article/this-is-how-you-get-your-power-back
[6] https://www.propublica.org/article/shadow-wins-how-ice-avoids-judicial-accountability-by-quietly-releasing-immigrants-who-challenge-being-detained
[5] https://donate.propublica.org/give/141278/#!/donation/checkout
[4] https://www.propublica.org/article/the-u-s-broke-its-promise-to-return-land-to-hawaiians-my-family-knows-something-about-land-loss
[4] https://trib.al/pZF8G3E
[3] https://www.propublica.org/events/bidens-border-policy-who-gets-in-whos-shut-out
[3] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[3] https://www.propublica.org/article/netflix-is-launching-a-series-inspired-by-a-propublica-story-about-a-u-s-triggered-massacre-in-mexico
[3] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature

Top URLs in Tweet in G6:
[11] https://www.propublica.org/article/allende-zetas-cartel-massacre-and-the-us-dea
[10] https://www.propublica.org/article/netflix-estrena-una-serie-inspirada-en-un-reportaje-de-propublica-sobre-una-masacre-en-m%C3%A9xico-desencadenada-por-estados-unidos
[5] https://www.propublica.org/article/netflix-is-launching-a-series-inspired-by-a-propublica-story-about-a-u-s-triggered-massacre-in-mexico
[2] https://www.propublica.org/article/netflix-estrena-una-serie-inspirada-en-un-reportaje-de-propublica-sobre-una-masacre-en-méxico-desencadenada-por-estados-unidos
[2] https://twitter.com/propublica/status/1397176358107852807
[1] https://twitter.com/i/web/status/1398063695591321606
[1] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories
[1] https://twitter.com/i/web/status/1397224664565440514
[1] https://twitter.com/i/web/status/1397274110854504448
[1] https://www.propublica.org/article/shadow-wins-how-ice-avoids-judicial-accountability-by-quietly-releasing-immigrants-who-challenge-being-detained

Top URLs in Tweet in G7:
[229] https://projects.propublica.org/politwoops/tweet/1397233549636509698
[7] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[3] https://trib.al/JAWIn5M
[1] https://trib.al/0hxwwT8
[1] https://www.businessinsider.com/ppp-loan-list-small-business-fake-firms-propublica-2021-5
[1] https://twitter.com/AndrewSolender/status/1397234393400369163
[1] https://www.propublica.org/article/kris-kobachs-lucrative-trail-of-courtroom-defeats
[1] https://www.propublica.org/article/fighting-russian-mafia-networks-in-spain

Top URLs in Tweet in G8:
[7] https://www.propublica.org/article/shadow-wins-how-ice-avoids-judicial-accountability-by-quietly-releasing-immigrants-who-challenge-being-detained
[7] https://www.propublica.org/article/allende-zetas-cartel-massacre-and-the-us-dea
[4] https://trib.al/pZF8G3E
[4] https://trib.al/JAWIn5M
[3] https://www.propublica.org/article/documents-show-trump-officials-used-secret-terrorism-unit-to-question-lawyers-at-the-border
[3] https://projects.propublica.org/politwoops/tweet/1397233549636509698
[3] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[2] https://trib.al/0hxwwT8
[1] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms
[1] https://www.propublica.org/article/netflix-estrena-una-serie-inspirada-en-un-reportaje-de-propublica-sobre-una-masacre-en-méxico-desencadenada-por-estados-unidos

Top URLs in Tweet in G9:
[3] https://projects.propublica.org/climate-migration/
[2] https://projects.propublica.org/graphics/ida-propublica-data-institute
[2] https://www.propublica.org/article/the-u-s-broke-its-promise-to-return-land-to-hawaiians-my-family-knows-something-about-land-loss
[2] https://www.propublica.org/getinvolved/help-us-investigate-the-vallejo-police-department
[1] https://twitter.com/i/web/status/1397954519846293508
[1] https://www.propublica.org/article/small-town-battle-for-racial-justice-confronts-bloody-past-uncertain-future
[1] https://twitter.com/i/web/status/1395733618807373825
[1] https://www.propublica.org/article/the-colonial-pipeline-ransomware-hackers-had-a-secret-weapon-self-promoting-cybersecurity-firms
[1] https://twitter.com/i/web/status/1397550051719847941
[1] https://twitter.com/i/web/status/1397621052906250244

Top URLs in Tweet in G10:
[5] https://www.propublica.org/article/shadow-wins-how-ice-avoids-judicial-accountability-by-quietly-releasing-immigrants-who-challenge-being-detained
[4] https://projects.propublica.org/politwoops/tweet/1397233549636509698
[3] https://www.propublica.org/article/the-u-s-broke-its-promise-to-return-land-to-hawaiians-my-family-knows-something-about-land-loss
[2] https://www.propublica.org/article/marjorie-taylor-greene-appeared-in-a-super-pac-ad-asking-for-money-that-might-break-the-rules
[2] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances
[1] https://twitter.com/i/web/status/1397764620245471232
[1] https://twitter.com/propublica/status/1396679257817034752
[1] https://www.propublica.org/article/why-america-fails-at-gathering-hate-crime-statistics
[1] https://twitter.com/chadfelixg/status/1397152379305406467
[1] https://www.alternet.org/2021/04/george-floyd-2652760645/

Top Domains
Top Domains in Tweet in Entire Graph:
[1790] propublica.org
[549] twitter.com
[444] trib.al
[23] businessinsider.com
[7] propub.li
[5] youtube.com
[4] nymag.com
[4] apple.news
[3] stltoday.com
[3] gijn.org

Top Domains in Tweet in G1:
[386] trib.al
[129] twitter.com
[71] propublica.org
[7] propub.li
[3] youtube.com
[2] b985.fm
[1] buffer.com
[1] blogspot.com
[1] smart.link
[1] allsides.com

Top Domains in Tweet in G2:
[371] propublica.org
[155] twitter.com
[16] businessinsider.com
[3] apple.news
[3] linkedin.com
[2] nationalcybersecuritynews.today
[1] wikipedia.org
[1] politico.com
[1] fee.org
[1] zoom.us

Top Domains in Tweet in G3:
[323] propublica.org
[5] trib.al
[1] apple.news

Top Domains in Tweet in G4:
[61] twitter.com
[60] propublica.org
[3] trib.al
[2] washingtonpost.com
[2] thedailybeast.com
[2] nymag.com
[1] lailluminator.com
[1] knoxnews.com
[1] bloomberglaw.com
[1] gijn.org

Top Domains in Tweet in G5:
[99] propublica.org
[19] twitter.com
[11] trib.al
[2] nextgov.com
[2] technologyreview.com
[1] newsobserver.com

Top Domains in Tweet in G6:
[35] propublica.org
[12] twitter.com

Top Domains in Tweet in G7:
[238] propublica.org
[4] trib.al
[1] businessinsider.com
[1] twitter.com

Top Domains in Tweet in G8:
[25] propublica.org
[12] trib.al
[2] twitter.com

Top Domains in Tweet in G9:
[13] propublica.org
[7] twitter.com
[1] variety.com

Top Domains in Tweet in G10:
[19] propublica.org
[4] twitter.com
[1] alternet.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] coahuila
[39] allende
[26] gop
[26] maga
[25] cybersecurity
[25] covid19
[23] ransomware
[20] aapihm
[18] usa
[18] aanhpiheritagemonth



Top Hashtags in Tweet in G1:
[2] usa
[2] aapihm
[2] aanhpiheritagemonth
[2] birn
[2] immigration
[2] rtitbot
[2] mydaughter
[2] jennifer
[2] maine
[2] waterville

Top Hashtags in Tweet in G2:
[6] cybersecurity
[5] smartnews
[5] ransomware
[2] ppploan
[2] colonialpipelinehack
[2] gop
[2] acab
[2] microsoft
[2] hacking
[2] forensicscience

Top Hashtags in Tweet in G3:
[1] resist
[1] blm

Top Hashtags in Tweet in G4:
[24] maga
[23] gop
[3] hr1234
[3] socialmedia
[2] racism
[2] bullying
[1] corporalpunishment
[1] adversechildhoodexp
[1] aces
[1] investigatemanchin

Top Hashtags in Tweet in G5:
[13] ransomware
[13] cybersecurity
[5] colonialpipeline
[4] colonial
[3] hackers
[3] cybercrime
[3] darkside
[2] security
[2] ciso
[2] cio

Top Hashtags in Tweet in G6:
[39] coahuila
[39] allende
[1] themoreyouknow
[1] allendemassacre
[1] loszetas
[1] netflix
[1] dea

Top Hashtags in Tweet in G8:
[2] usa
[2] aapihm
[2] aanhpiheritagemonth

Top Hashtags in Tweet in G9:
[2] gatesfoundation
[2] packard
[2] google
[2] propublica
[2] laurenejobs

Top Words
Top Words in Tweet in Entire Graph:
[4406] propublica
[604] greene
[583] law
[501] crewcrew
[451] immigrants
[414] trump
[400] story
[370] challenge
[352] legal
[348] netflix

Top Words in Tweet in G1:
[2778] propublica
[224] trump
[192] greene
[190] people
[181] one
[179] loan
[171] county
[161] name
[155] contacted
[154] kabbage

Top Words in Tweet in G2:
[76] ransomware
[70] secret
[69] firms
[67] self
[65] pipeline
[65] hackers
[65] promoting
[64] cybersecurity
[64] propublica
[63] colonial

Top Words in Tweet in G3:
[444] crewcrew
[346] law
[316] legal
[237] needs
[235] change
[91] solicit
[81] way
[81] certainly
[81] ethical
[72] greene

Top Words in Tweet in G4:
[148] propublica
[54] ap
[44] npr
[30] trump
[30] potus
[28] senategop
[28] wsj
[27] thehill
[26] abc
[24] #maga

Top Words in Tweet in G5:
[284] propublica
[147] ransomware
[112] colonial
[94] danlgolden
[79] flaw
[78] pipeline
[69] renee
[69] dudley
[65] hackers
[63] secret

Top Words in Tweet in G6:
[269] propublica
[253] netflix
[247] gingerthomp1
[174] story
[167] massacre
[167] allende
[127] thrilled
[127] report
[126] given
[126] third

Top Words in Tweet in G7:
[241] greene
[229] looks
[229] minutes
[228] deleted
[228] tweet
[227] andrewsolender
[21] propublica
[17] one
[15] covid
[14] fake

Top Words in Tweet in G8:
[216] dlind
[210] immigrants
[209] study
[208] federal
[207] shows
[207] tulanelaw
[207] challenge
[207] court
[206] detention
[114] propublica

Top Words in Tweet in G9:
[170] propublica
[166] ibwellssociety
[150] apply
[123] internships
[118] investigative
[118] reporting
[115] week
[115] paid
[115] remote
[112] two

Top Words in Tweet in G10:
[93] hate
[80] land
[78] safetypindaily
[64] crimes
[62] reported
[59] propublica
[49] shadow
[49] wins
[49] ice
[49] avoids

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[369] immigrants,challenge
[342] crewcrew,legal
[281] marjorie,taylor
[281] taylor,greene
[254] law,needs
[253] legal,law
[253] needs,change
[242] looks,greene
[242] greene,deleted
[242] deleted,tweet

Top Word Pairs in Tweet in G1:
[145] ocean,county
[145] county,nj
[145] nj,resident
[145] resident,contacted
[145] contacted,propublica
[145] propublica,seeing
[145] seeing,name
[145] name,attached
[145] attached,kabbage
[145] kabbage,loan

Top Word Pairs in Tweet in G2:
[65] self,promoting
[63] colonial,pipeline
[63] hackers,secret
[63] promoting,cybersecurity
[62] cybersecurity,firms
[62] ransomware,hackers
[62] secret,weapon
[62] weapon,self
[61] pipeline,ransomware
[26] judicial,accountability

Top Word Pairs in Tweet in G3:
[314] crewcrew,legal
[236] law,needs
[235] legal,law
[235] needs,change
[81] legal,way
[81] way,certainly
[81] certainly,ethical
[70] marjorie,taylor
[70] taylor,greene
[69] super,pac

Top Word Pairs in Tweet in G4:
[26] propublica,npr
[24] abc,ap
[23] #gop,#maga
[23] #maga,aarp
[23] aarp,nro
[23] nro,ndn
[23] ndn,abc
[23] ap,foxnews
[23] foxnews,wearesinclair
[23] wearesinclair,accountablegop

Top Word Pairs in Tweet in G5:
[74] colonial,pipeline
[69] renee,dudley
[63] secret,weapon
[61] hackers,secret
[61] weapon,self
[59] self,promoting
[56] pipeline,ransomware
[56] ransomware,hackers
[51] promoting,cybersecurity
[51] cybersecurity,firms

Top Word Pairs in Tweet in G6:
[141] propublica,story
[126] thrilled,report
[126] report,netflix
[126] netflix,given
[126] given,propublica
[126] story,allende
[126] allende,massacre
[126] massacre,third
[126] third,life
[125] gingerthomp1,thrilled

Top Word Pairs in Tweet in G7:
[228] looks,greene
[228] greene,deleted
[228] deleted,tweet
[228] tweet,minutes
[227] andrewsolender,looks
[14] fake,businesses
[14] businesses,mostly
[14] mostly,registered
[14] registered,farms
[14] farms,reportedly

Top Word Pairs in Tweet in G8:
[207] immigrants,challenge
[206] study,tulanelaw
[206] tulanelaw,shows
[206] shows,immigrants
[206] challenge,detention
[206] detention,federal
[206] federal,court
[205] dlind,study
[30] propublica,story
[30] triggered,massacre

Top Word Pairs in Tweet in G9:
[117] investigative,reporting
[117] reporting,internships
[111] two,days
[111] days,left
[111] left,apply
[111] apply,propublica
[111] propublica,investigative
[111] internships,10
[111] 10,week
[111] week,paid

Top Word Pairs in Tweet in G10:
[64] hate,crimes
[49] shadow,wins
[49] wins,ice
[49] ice,avoids
[49] avoids,judicial
[49] judicial,accountability
[49] accountability,quietly
[49] quietly,releasing
[49] releasing,immigrants
[49] immigrants,challenge

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@gingerthomp1
@lazyone1234
@annalecta
@newyorkstateag
@texastribune
@merrillcollege
@thehill
@jsmithrichards
@shannonrwatts

Top Replied-To in G1:
@propublica
@lazyone1234
@annalecta
@mtgreenee
@csb02174941
@cancun771
@sxmprogress
@hexham67
@letat_lechat
@unironicancap

Top Replied-To in G4:
@newyorkstateag
@propublica
@thehill
@shannonrwatts
@senatortimscott
@senategop
@back_oc
@washingtonpost
@potus
@taxnotes

Top Replied-To in G5:
@techreview
@danlgolden
@charlesornstein
@propublica
@renee_dudley
@bandler_james
@gingerthomp1
@dicktofel
@memphidelity

Top Replied-To in G6:
@gingerthomp1
@jagarzaramos
@msanchezmia
@almudenatoral
@longform
@jayapadmanabhan
@rosental
@bandler_james
@marybsheridan
@susanferriss

Top Replied-To in G7:
@gemluvr257

Top Replied-To in G8:
@propublica
@jonathannewhere
@dlind
@plainsite
@longform

Top Replied-To in G9:
@ibwellssociety
@anilayoganathan
@propublica
@jarobinson1

Top Replied-To in G10:
@magi_jay
@repkatieporter

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@crewcrew
@netflix
@gingerthomp1
@andrewsolender
@dlind
@tulanelaw
@ibwellssociety
@danlgolden
@iarnsdorf

Top Mentioned in G1:
@propublica
@iarnsdorf
@annalecta
@nicoleperlroth
@mtgreenee
@sxmprogress
@crewcrew
@tmack894
@danlgolden
@rcfp

Top Mentioned in G2:
@saysdana
@djsiri
@dyannleroy

Top Mentioned in G3:
@crewcrew
@propublica
@marisyrek
@wolfie057
@techreview
@danlgolden
@bulldogmtn

Top Mentioned in G4:
@propublica
@ap
@npr
@wsj
@potus
@abc
@senategop
@aarp
@nro
@ndn

Top Mentioned in G5:
@propublica
@danlgolden
@charlesornstein
@techreview
@onaconf
@thebeenster
@renee_dudley
@bandler_james
@themorrancave
@lomikriel

Top Mentioned in G6:
@propublica
@netflix
@gingerthomp1
@falsaliebre
@monikarevilla
@netflixlat
@jagarzaramos
@jamesschamus
@james
@natgeo

Top Mentioned in G7:
@andrewsolender
@propublica
@businessinsider
@crewcrew
@cunat_n
@djfm_dot_com
@danlgolden
@wnyc
@sisu_sanity
@lincolnsbible

Top Mentioned in G8:
@dlind
@tulanelaw
@propublica
@rosental
@gingerthomp1
@natgeo
@prof_hlass
@crewcrew
@longform
@netflix

Top Mentioned in G9:
@ibwellssociety
@propublica
@opennews
@propubli
@amaditalks
@gingerthomp1
@merrillcollege
@derekwillis
@nhannahjones
@mapactionpdx

Top Mentioned in G10:
@safetypindaily
@magi_jay
@propublica
@andrewsolender
@crewcrew
@repkatieporter
@collinfisher
@lifepointhealth
@dremilyportermd
@toschie

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@threadreaderapp
@dichristine
@odio_nao
@marciojmsilva
@cybersec_feeds
@raymond_norman
@mattmurph24
@1denmadrid

Top Tweeters in G1:
@missb62
@odio_nao
@phillip92321
@thereal_rebel
@bannerite
@kenkircher1
@mayirmamay14
@pollsstar
@talkintou
@1loriking

Top Tweeters in G2:
@marciojmsilva
@raymond_norman
@dgendvil
@bmlewis2
@drpatfarrell
@djsiri
@thereal_kdubb
@macbeestje
@webnowcompany
@akaxochi

Top Tweeters in G3:
@1denmadrid
@stockguy61
@sylviaz1913
@maryalicebisho2
@loulachat
@girlzinger
@straitarrow10
@squirrel1110
@debbie_dease
@penneyewart

Top Tweeters in G4:
@threadreaderapp
@thehill
@bexxmodd
@ntelevisa_com
@reuters
@business
@el_pais
@huffpost
@mjohnso27
@janiecestaton

Top Tweeters in G5:
@sectest9
@dichristine
@cybersec_feeds
@rosenchild
@lizditz
@vedehimajumdar
@cybersecurityn8
@teram323tere
@kimvie
@reneevoicebrand

Top Tweeters in G6:
@faby_nava77
@_redfrog
@yordimx
@tigerbeat
@janattheocean
@lellingw
@nydailynews
@variety
@sponson
@ladyinlksd

Top Tweeters in G7:
@mattmurph24
@akuma_river
@businessinsider
@jorge_c_ny
@deepvard
@janesepmeier
@monicarivpin
@mary_swilling
@bjcrochet
@mauraleelang

Top Tweeters in G8:
@bigtimefootball
@mharvey816
@cotey_mary
@sexygirl798
@sba1211
@lorettabower3
@suepeac
@painter_nancy
@digyoursoul
@joshuajreynold1

Top Tweeters in G9:
@ligayaloyola
@elevenbravo138
@amaditalks
@dwatchnews
@belladonamodels
@kristenmchugh22
@stlhd100
@juliesbooks
@vinivinidogo
@mpresst

Top Tweeters in G10:
@billm9
@dancas2
@brontyman
@sheiladecker19
@24baseballreed
@raygibbs1
@safetypindaily
@boris3324
@sunnyblondie
@charluv2011


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