Kochland, Twitter, 8/20/2019 2:08:44 PM, 207416
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Kochland_2019-08-20_06-18-20.xlsx
Kochland_2019-08-20_06-18-20.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
August 20, 2019
Short Description:
Kochland via NodeXL http://bit.ly/2Z19q5M
@ryangrim
@newyorker
@cleonardnews
@janemayernyer
@climatecrisis
@tentoads4truth
@dwallacewells
@climatewatchdog
@npr
@klayoven

Top hashtags:
#kochland
#koch
#kochbrothers
#climatechange
#climate
#smartnews
#cdnpoli

Description:
Description
The graph represents a network of 5,861 Twitter users whose recent tweets contained "Kochland", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 20 August 2019 at 13:45 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 11-minute period from Sunday, 11 August 2019 at 08:48 UTC to Tuesday, 20 August 2019 at 12:59 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 : 5861
Unique Edges : 8000
Edges With Duplicates : 1161
Total Edges : 9161
Self-Loops : 926
Reciprocated Vertex Pair Ratio : 0.00665188470066519
Reciprocated Edge Ratio : 0.013215859030837
Connected Components : 674
Single-Vertex Connected Components : 555
Maximum Vertices in a Connected Component : 4877
Maximum Edges in a Connected Component : 8034
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.731001
Graph Density : 0.000224716745677595
Modularity : 0.694546
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1238] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[623] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[172] https://www.amazon.com/Kochland-History-Industries-Corporate-America/dp/1476775389?fbclid=IwAR2VcU9lqIHpBUH5sG9My3VEwIVBdc_J9wNoKLqKPNjglto5oVKl-JENVf8
[116] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html
[77] https://www.npr.org/templates/story/story.php?storyId=750803289&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[73] https://boingboing.net/2019/08/18/kochland.html
[62] https://www.npr.org/2019/08/13/750803289/kochland-how-the-koch-brothers-changed-u-s-corporate-and-political-power
[41] https://www.npr.org/templates/story/story.php?storyId=750449277&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[38] http://kochdocs.org/2019/08/12/1991-cato-climate-denial-conference-flyer-and-schedule/
[33] https://www.nytimes.com/2019/08/15/books/review/kochland-christopher-leonard.html

Top URLs in Tweet in G1:
[1157] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[12] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[2] https://boingboing.net/2019/08/18/kochland.html
[2] https://www.amazon.com/dp/1476775389/?tag=thneyo0f-20
[1] https://grist.org/politics/donald-trump-climate-action-new-york-times/
[1] https://www.npr.org/templates/story/story.php?storyId=750803289&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.amazon.com/Kochland-History-Industries-Corporate-America/dp/1476775389
[1] https://www.npr.org/2019/08/13/750449277/kochland-explores-the-money-stream-of-the-famous-brother-duo?utm_medium=RSS&utm_campaign=artslife
[1] https://play.google.com/store/books/details?id=8jqKDwAAQBAJ
[1] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html

Top URLs in Tweet in G2:
[30] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[15] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[4] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought?utm_source=twitter&utm_social-type=owned&utm_brand=tny&mbid=social_twitter&utm_medium=social
[3] http://darwin-online.org.uk
[3] https://www.youtube.com/watch?v=bT7Hj-ea0VE&feature=youtu.be

[2] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought?utm_medium=social&utm_social-type=owned&utm_brand=tny&utm_source=twitter&mbid=social_twitter
[2] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought?utm_social-type=owned&mbid=social_twitter&utm_medium=social&utm_brand=tny&utm_source=twitter
[1] https://www.npr.org/2019/08/13/750803289/kochland-how-the-koch-brothers-changed-u-s-corporate-and-political-power
[1] https://www.nobelprize.org/prizes/peace/1993/mandela/biographical/
[1] http://www.inf.fu-berlin.de/lehre/pmo/eng/Dennett-Darwin'sDangerousIdea.pdf

Top URLs in Tweet in G3:
[151] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[55] https://www.npr.org/templates/story/story.php?storyId=750803289&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[39] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html
[39] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[37] http://kochdocs.org/2019/08/12/1991-cato-climate-denial-conference-flyer-and-schedule/
[14] https://www.nytimes.com/2019/08/15/books/review/kochland-christopher-leonard.html
[13] https://ft.trib.al/NtgkCE9
[13] https://www.npr.org/2019/08/13/750803289/kochland-how-the-koch-brothers-changed-u-s-corporate-and-political-power
[12] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html?smid=nytcore-ios-share
[11] https://boingboing.net/2019/08/18/kochland.html

Top URLs in Tweet in G4:
[193] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[37] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html
[32] https://boingboing.net/2019/08/18/kochland.html
[22] https://www.npr.org/templates/story/story.php?storyId=750449277&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[20] https://www.npr.org/2019/08/13/750803289/kochland-how-the-koch-brothers-changed-u-s-corporate-and-political-power
[16] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html?partner=IFTTT
[16] https://www.npr.org/templates/story/story.php?storyId=750803289&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[15] https://www.nytimes.com/2019/08/15/books/review/kochland-christopher-leonard.html?partner=IFTTT
[15] https://www.nytimes.com/2019/08/15/books/review/kochland-christopher-leonard.html
[13] https://www.desmogblog.com/2019/08/16/christopher-leonard-book-review-kochland-koch-industries

Top URLs in Tweet in G5:
[12] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[2] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[2] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought?utm_source=facebook&utm_social-type=owned&utm_medium=social&mbid=social_facebook&utm_brand=tny&fbclid=IwAR3Y5hidimF91oFz6SJXryJed5SaZzsWaNn3knshyLDV2SebtET6875NXmc
[1] https://boingboing.net/2019/08/18/kochland.html
[1] https://search.ecointernet.org/search/results?q=new%20biography%20reveals%20koch%20brothers%20early%20role%20creating%20organized%20climate&w=relevance
[1] https://search.ecointernet.org/search/results?q=new%20biography%20reveals%20koch%20brothers%20early%20role%20creating%20organized%20climate&w=latest&s=web
[1] https://search.ecointernet.org/search/results?q=kochland%20examines%20koch%20brothers%20early%20crucial%20role%20climatechange%20denial&w=relevance
[1] https://search.ecointernet.org/search/results?q=kochland%20examines%20koch%20brothers%20early%20crucial%20role%20climatechange%20denial&w=latest&s=web
[1] https://www.desmogblog.com/2019/08/16/christopher-leonard-book-review-kochland-koch-industries
[1] https://search.ecointernet.org/search/results?q=christopher%20leonard%27s%20new%20book%20puts%20everexpanding%20kochland%20map&w=relevance

Top URLs in Tweet in G6:
[14] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[14] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html
[6] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[2] https://boingboing.net/2019/08/18/kochland.html

Top URLs in Tweet in G7:
[12] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[8] https://boingboing.net/2019/08/18/kochland.html
[7] https://www.npr.org/templates/story/story.php?storyId=750449277&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[6] https://www.nhpr.org/post/kochland-how-koch-brothers-changed-us-corporate-and-political-power
[4] https://www.npr.org/2019/08/13/750449277/kochland-explores-the-money-stream-of-the-famous-brother-duo?utm_medium=RSS&utm_campaign=news
[3] https://www.desmogblog.com/2019/08/16/christopher-leonard-book-review-kochland-koch-industries
[2] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[1] https://www.npr.org/templates/story/story.php?storyId=750803289&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://boingboing.net/2019/08/18/kochland.html/amp
[1] https://www.politico.com/magazine/story/2019/07/22/kochland-excerpt-senate-investigation-oil-theft-native-american-tribes-227412

Top URLs in Tweet in G8:
[168] https://www.amazon.com/Kochland-History-Industries-Corporate-America/dp/1476775389?fbclid=IwAR2VcU9lqIHpBUH5sG9My3VEwIVBdc_J9wNoKLqKPNjglto5oVKl-JENVf8

Top URLs in Tweet in G9:
[8] https://www.npr.org/2019/08/13/750803289/kochland-how-the-koch-brothers-changed-u-s-corporate-and-political-power
[3] https://theintercept.com/2019/08/13/koch-brothers-third-way/
[2] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[1] https://trib.al/iQFXDq3
[1] https://www.nytimes.com/2019/08/15/books/review/kochland-christopher-leonard.html
[1] https://twitter.com/lisa_lgjg94/status/1161768695351451648
[1] https://www.npr.org/templates/story/story.php?storyId=750803289&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://twitter.com/johnpavlovitz/status/1161647855725096961
[1] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html
[1] https://www.wbez.org/shows/wbez-news/how-illinois-is-preparing-for-election-attacks-in-2020/778d4d4a-6d51-4819-84a7-5cbc5c52f11f

Top URLs in Tweet in G10:
[4] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[1] https://www.nytimes.com/2019/08/13/books/review-kochland-secret-history-koch-industries.html
[1] https://theintercept.com/2019/08/13/koch-brothers-third-way/

Top Domains
Top Domains in Tweet in Entire Graph:
[1238] theintercept.com
[695] newyorker.com
[309] npr.org
[233] nytimes.com
[193] amazon.com
[77] boingboing.net
[59] twitter.com
[39] kochdocs.org
[30] trib.al
[24] desmogblog.com

Top Domains in Tweet in G1:
[1157] theintercept.com
[12] newyorker.com
[3] amazon.com
[2] boingboing.net
[2] npr.org
[1] grist.org
[1] google.com
[1] nytimes.com
[1] twitter.com

Top Domains in Tweet in G2:
[39] newyorker.com
[15] theintercept.com
[3] org.uk
[3] youtube.com
[1] npr.org
[1] nobelprize.org
[1] fu-berlin.de

Top Domains in Tweet in G3:
[154] newyorker.com
[87] npr.org
[76] nytimes.com
[39] theintercept.com
[38] kochdocs.org
[31] twitter.com
[23] trib.al
[13] yahoo.com
[11] boingboing.net
[9] propublica.org

Top Domains in Tweet in G4:
[225] newyorker.com
[130] npr.org
[106] nytimes.com
[35] boingboing.net
[14] twitter.com
[14] desmogblog.com
[10] wordpress.com
[7] amazon.com
[7] readersupportednews.org
[4] google.com

Top Domains in Tweet in G5:
[14] newyorker.com
[6] ecointernet.org
[2] theintercept.com
[1] boingboing.net
[1] desmogblog.com
[1] twitter.com

Top Domains in Tweet in G6:
[14] newyorker.com
[14] nytimes.com
[6] theintercept.com
[2] boingboing.net

Top Domains in Tweet in G7:
[14] npr.org
[12] newyorker.com
[9] boingboing.net
[6] nhpr.org
[3] desmogblog.com
[2] theintercept.com
[1] politico.com
[1] trib.al
[1] kochdocs.org
[1] frontpagelive.com

Top Domains in Tweet in G8:
[168] amazon.com

Top Domains in Tweet in G9:
[14] npr.org
[3] nytimes.com
[3] theintercept.com
[2] newyorker.com
[2] twitter.com
[1] trib.al
[1] wbez.org

Top Domains in Tweet in G10:
[4] newyorker.com
[1] nytimes.com
[1] theintercept.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[112] kochland
[94] koch
[64] kochbrothers
[42] climatechange
[29] climate
[19] smartnews
[16] cdnpoli
[12] kochindustries
[11] climatedenial
[9] climatecrisis



Top Hashtags in Tweet in G1:
[2] climateaction
[2] kochland
[2] goodread
[1] koch
[1] reading
[1] book
[1] corporateamerica
[1] unitedcorporationsofamerica
[1] read
[1] educateyourself

Top Hashtags in Tweet in G2:
[3] leonardnimoy
[3] philippullman
[3] climatechange
[1] climatecrisis
[1] nelsonmandela
[1] oliversacks
[1] kochbrothers
[1] climateaction
[1] kochland
[1] environment

Top Hashtags in Tweet in G3:
[84] kochland
[18] kochbrothers
[14] climate
[10] climatechange
[9] kochindustries
[7] koch
[7] lukasprizes
[4] moscowmitchmcconnell
[3] georgiapacific
[3] 2014nafellow

Top Hashtags in Tweet in G4:
[12] climatechange
[11] kochbrothers
[10] kochland
[8] koch
[5] smartnews
[5] books
[4] news
[3] npr
[3] climatechangeisreal
[2] votebluenomatterwho

Top Hashtags in Tweet in G5:
[7] kochbrothers
[5] climate
[3] environment
[1] climateactionnow
[1] sciencenotpolitics

Top Hashtags in Tweet in G6:
[8] cdnpoli
[8] energy
[3] recommendedreading
[3] climatecrisis
[3] sciencedenial
[2] olie
[2] kolen
[1] waterincthemusical
[1] climatechangedenial
[1] suicidebyprofit

Top Hashtags in Tweet in G7:
[3] unkochamerica
[2] koch
[2] charleskoch
[2] kochland
[1] federalprobe
[1] kochs
[1] kochbrothers

Top Hashtags in Tweet in G9:
[3] kochbrothers
[2] business
[2] businessnews
[2] technology
[2] culture
[1] kochland
[1] organize
[1] joinme

Top Words
Top Words in Tweet in Entire Graph:
[6848] Words in Sentiment List#1: Positive
[2581] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[142957] Non-categorized Words
[152386] Total Words
[5038] koch
[3822] brothers
[3355] kochland
[3334] climate
[2453] new

Top Words in Tweet in G1:
[1280] kochland
[1261] new
[1259] book
[1256] free
[1255] trade
[1204] funded
[1204] third
[1204] way
[1204] democrats
[1188] koch

Top Words in Tweet in G2:
[1354] climate
[1354] change
[1222] koch
[1174] action
[1050] brothers
[1019] fortune
[1009] rich
[1009] buy
[1009] american
[1008] use

Top Words in Tweet in G3:
[1007] koch
[927] kochland
[546] brothers
[483] climate
[471] new
[449] cleonardnews
[429] janemayernyer
[407] change
[374] book
[289] s

Top Words in Tweet in G4:
[385] koch
[296] kochland
[232] brothers
[195] climate
[185] denial
[179] role
[175] early
[165] change
[159] examines
[146] crucial

Top Words in Tweet in G5:
[475] climate
[250] koch
[244] brothers
[240] action
[234] time
[233] uncovered
[233] documents
[233] reveal
[233] fighting
[233] 28

Top Words in Tweet in G6:
[232] kochland
[207] time
[204] anything
[201] important
[201] davies
[201] makes
[201] clear
[201] d
[201] carbon
[201] tax

Top Words in Tweet in G7:
[263] climate
[159] koch
[134] reveals
[129] new
[126] role
[124] early
[124] denial
[118] very
[117] organized
[116] brothers'

Top Words in Tweet in G8:
[168] new
[168] true
[168] life
[168] thriller
[168] out
[168] now
[3] koch
[3] brothers
[3] rich
[3] use

Top Words in Tweet in G9:
[239] koch
[125] brothers
[111] industries
[110] secret
[91] new
[88] book
[86] money
[85] influence
[84] brothers'
[84] wide

Top Words in Tweet in G10:
[138] s
[113] america
[86] climate
[70] two
[69] billionaires
[69] sabotaged
[69] planet
[69] last
[69] best
[69] hope

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3637] koch,brothers
[2347] climate,change
[1687] new,book
[1462] book,kochland
[1340] free,trade
[1292] third,way
[1287] funded,third
[1277] action,climate
[1247] according,new
[1236] brothers,funded

Top Word Pairs in Tweet in G1:
[1255] free,trade
[1255] book,kochland
[1253] new,book
[1204] funded,third
[1204] third,way
[1179] koch,brothers
[1156] brothers,funded
[1156] way,push
[1156] push,free
[1156] trade,democrats

Top Word Pairs in Tweet in G2:
[1354] climate,change
[1174] action,climate
[1049] koch,brothers
[1009] fortune,buy
[1009] buy,american
[1009] american,action
[1008] brothers,rich
[1008] rich,use
[1008] use,fortune
[180] role,climate

Top Word Pairs in Tweet in G3:
[528] koch,brothers
[392] climate,change
[219] koch,industries
[196] new,book
[185] kochland,master
[181] cleonardnews's,kochland
[177] change,deniers
[169] lingering,uncertainty
[169] brothers,primary
[169] primary,sponsors

Top Word Pairs in Tweet in G4:
[225] koch,brothers
[164] climate,change
[159] kochland,examines
[158] examines,koch
[154] change,denial
[149] role,climate
[146] early,crucial
[146] crucial,role
[138] brothers,early
[66] koch,industries

Top Word Pairs in Tweet in G5:
[244] koch,brothers
[233] uncovered,documents
[233] documents,reveal
[233] reveal,koch
[233] brothers,fighting
[233] fighting,climate
[233] climate,action
[233] action,28
[233] 28,years
[233] years,during

Top Word Pairs in Tweet in G6:
[201] kochland,important
[201] important,davies
[201] davies,makes
[201] makes,clear
[201] clear,d
[201] d,carbon
[201] carbon,tax
[201] tax,something
[201] something,better
[201] better,today

Top Word Pairs in Tweet in G7:
[116] koch,brothers'
[115] new,biography
[115] biography,reveals
[115] reveals,koch
[115] brothers',very
[115] very,early
[115] early,role
[115] role,creating
[115] creating,organized
[115] organized,climate

Top Word Pairs in Tweet in G8:
[168] new,true
[168] true,life
[168] life,thriller
[168] thriller,out
[168] out,now
[3] koch,brothers
[3] brothers,rich
[3] rich,use
[3] use,fortune
[3] fortune,buy

Top Word Pairs in Tweet in G9:
[111] koch,industries
[87] new,book
[84] koch,brothers'
[84] brothers',wide
[84] wide,ranging
[84] ranging,influence
[84] influence,secret
[84] secret,new
[84] book,sheds
[84] sheds,light

Top Word Pairs in Tweet in G10:
[69] two,billionaires
[69] billionaires,sabotaged
[69] sabotaged,planet
[69] planet,s
[69] s,last
[69] last,best
[69] best,hope
[69] hope,averting
[69] averting,climate
[69] climate,devastation

Top Replied-To
Top Replied-To in Entire Graph:
@cleonardnews
@tentoads4truth
@michaelemann
@kenvogel
@tferriss
@bettybowers
@geraldkutney
@realdonaldtrump
@dougducey
@kochindustries

Top Replied-To in G1:
@kochindustries
@philosophrob
@dogleaps
@alisonrapping

Top Replied-To in G2:
@leandrobeguoci
@newyorker

Top Replied-To in G3:
@cleonardnews
@nprfreshair
@kamalaharris
@leahstokes
@janemayer
@tentoads4truth
@lps_dc
@msignorile
@geraldkutney
@mattortega

Top Replied-To in G4:
@abookpublicist

Top Replied-To in G5:
@geraldkutney
@28delayslater

Top Replied-To in G7:
@tentoads4truth
@jonathanbuckn13
@amoobrasil
@megator111
@righteousbabe4
@cleonardnews
@janemayernyer
@shan73198
@ianideaman7

Top Replied-To in G9:
@cruellaisdevine
@bidawifawzi

Top Mentioned
Top Mentioned in Entire Graph:
@cleonardnews
@janemayernyer
@ryangrim
@kochindustries
@theintercept
@jenszalai
@thirdwaytweet
@maplight
@andrewperezdc
@nytimes

Top Mentioned in G1:
@ryangrim
@kochindustries
@cleonardnews
@thirdwaytweet
@andrewperezdc
@theintercept
@maplight
@janemayernyer
@jennykim
@thrive

Top Mentioned in G2:
@newyorker
@bobdylan
@danieldennett
@janemayernyer

Top Mentioned in G3:
@cleonardnews
@janemayernyer
@jenszalai
@nytimes
@nprfreshair
@kertdavies
@doctorow
@simonbooks
@propublica
@financialtimes

Top Mentioned in G5:
@junkscience
@climatecrisis

Top Mentioned in G7:
@cruellaisdevine
@barbetta1
@cameronkgvi
@stephaniefishm4
@smbwhitney
@tentoads4truth
@loonyberg
@chermar81
@monsieurbenet
@pattyolimerick

Top Mentioned in G9:
@npr
@atrupar
@nprpolitics
@nprinskeep
@janemayernyer
@nytimes

Top Mentioned in G10:
@cleonardnews
@janemayernyer

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@_mrdavidjones
@kamzou08
@paoloigna1
@dichristine
@resilient_ent
@quibellpaul
@nblackthorne
@lt38

Top Tweeters in G1:
@missb62
@moonbootica
@souljahsingh
@gottalaff
@dancas2
@argojournal
@law1gloria
@aepishere
@lechatnoire4
@cook_robert_l

Top Tweeters in G2:
@_mrdavidjones
@ez4u2say_janis
@epaulnet
@jpjanson
@tottenbill
@pollsstar
@sueleugers
@stetayen
@jot_au
@saintwalker98

Top Tweeters in G3:
@dichristine
@orgetorix
@derekjohnbryant
@debilu2
@normanbuffong
@1loriking
@b1e56df9ce6549f
@homegypsy
@mayirmamay14
@awelab1956

Top Tweeters in G4:
@occuworld
@kamzou08
@quibellpaul
@animesh1977
@gamergeeknews
@cahulaan
@schestowitz
@newsfromspi
@enjeuxenergies
@bmangh

Top Tweeters in G5:
@ecointernetdrgb
@glynmoody
@jim_b60
@tobesafensound
@reporterphoenix
@demgirl50
@togura04
@crazycatladyfl
@mwt2008
@pdeppisch

Top Tweeters in G6:
@pparzival
@phillip92321
@kenkircher1
@melissajpeltier
@betzmyboyblue11
@amb0306
@rhonda_harbison
@andy_s_64
@airlift1300
@anneannapolis

Top Tweeters in G7:
@washumom
@pattyolimerick
@politicalbee
@lovetogive2
@ndylan1
@darlene_edw
@wellness4you13
@duganjames
@libertyisalady
@mstepczyk

Top Tweeters in G8:
@resilient_ent
@solutioneer72
@briangrnotabot
@thatgirlgenius
@smaddiebird
@miltonespinozaf
@amorgaia
@seacretsoc1
@suemarietta
@straitarrow10

Top Tweeters in G9:
@coalminetweety
@johnnydee62
@stunnedvoter
@29361rmsm
@jasminlucci
@spanishdan1
@aschettino
@hugorelly
@npr
@dbkell

Top Tweeters in G10:
@npsusa
@tadrow
@sunlightwarden
@mrpshropshire
@kevinrns
@beccanalia
@michele5411
@wrecksdart
@giraldo35
@billuminski


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