#JobsReport, Twitter, 1/13/2020 12:20:28 PM, 219976


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#JobsReport_2020-01-13_02-39-25.xlsx
#JobsReport_2020-01-13_02-39-25.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 13, 2020
Short Description:
#JobsReport via NodeXL http://bit.ly/30laBdQ
@realdonaldtrump
@carolynbmaloney
@chrisjzullo
@thedailyedge
@teamtrump
@chrislu44
@1ironman2020
@bls_gov
@kskm3
@axidentaliberal

Top hashtags:
#jobsreport
#jobs
#goptaxcuts
#fridaythoughts
#americanworker
#manufacturing

Description:
Description
The graph represents a network of 9,194 Twitter users whose recent tweets contained "#JobsReport", 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 Monday, 13 January 2020 at 10:44 UTC.

The tweets in the network were tweeted over the 7-day, 18-hour, 4-minute period from Sunday, 05 January 2020 at 14:01 UTC to Monday, 13 January 2020 at 08:05 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 : 9194
Unique Edges : 10534
Edges With Duplicates : 1555
Total Edges : 12089
Number of Edge Types : 5
MentionsInRetweet : 4896
Tweet : 525
Retweet : 5829
Replies to : 271
Mentions : 568
Self-Loops : 541
Reciprocated Vertex Pair Ratio : 0.000924385283786282
Reciprocated Edge Ratio : 0.0018470631695604
Connected Components : 301
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 8588
Maximum Edges in a Connected Component : 11338
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.628966
Graph Density : 0.000128111019580328
Modularity : 0.6907
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 9,194 Twitter users whose recent tweets contained "#JobsReport", 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 Monday, 13 January 2020 at 10:44 UTC.

The tweets in the network were tweeted over the 7-day, 18-hour, 4-minute period from Sunday, 05 January 2020 at 14:01 UTC to Monday, 13 January 2020 at 08:05 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 : TwitterSearch
Graph Term : #JobsReport
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:
[90] http://www.bls.gov/news.release/pdf/empsit.pdf
[55] https://thedailyedge.substack.com/p/trump-recession-ahead
[14] https://www.peoplespunditdaily.com/news/economy/2020/01/11/u-6-rate-real-unemployment-rate-fell-to-record-low-in-december/
[14] https://www.epi.org/press/2019-ends-with-solid-job-growth-and-tepid-wage-growth/
[14] https://www.washingtontimes.com/news/2020/jan/10/us-adds-145000-jobs-unemployment-holds-at-35/
[12] https://twitter.com/HouseGOP/status/1215629736736628736
[11] https://www.peoplespunditdaily.com/news/economy/2020/01/10/jobs-report-nonfarm-payrolls-gain-145k-in-december/
[9] http://adpemploymentreport.com/2019/December/NER/NER-December-2019.aspx?cid=soc_twt_ADPRI_NER_December2019
[8] https://thedailyedge.substack.com/p/trump-recession-ahead?r=w4bm&utm_campaign=post&utm_medium=web&utm_source=twitter
[8] https://www.youtube.com/watch?v=BPCbBP7wJ6c


Top URLs in Tweet in G1:
[2] https://twitter.com/stevebenen/status/1215709319225925638
[2] https://twitter.com/WSJ/status/1215627205453262848
[1] https://www.cbsnews.com/news/minimum-wage-2019-almost-half-of-all-americans-work-in-low-wage-jobs/
[1] https://twitter.com/SecretaryRoss/status/1216434670746984449
[1] https://twitter.com/mgcanmore/status/1215653564078407680
[1] https://cnsnews.com/article/national/susan-jones/record-158803000-americans-employed-185m-year-year-increase
[1] https://www.whitehouse.gov/articles/jobs-report-shows-booming-labor-force-bringing-americans-off-sidelines/?utm_source=ods&utm_medium=email&utm_campaign=rr
[1] https://twitter.com/stevebenen/status/1215709319225925638?s=19
[1] https://www.bls.gov/news.release/empsit.t19.htm
[1] https://twitter.com/byHeatherLong/status/1215628885305516032

Top URLs in Tweet in G2:
[1] https://politicaltribune.org/sarah-sanders-went-on-live-television-claimed-trump-reads-more-than-anybody-i-know/
[1] https://politicaltribune.org/someone-leaked-part-of-trumps-tax-returns-which-an-expert-called-versions-of-fraud-2/
[1] https://twitter.com/ComfortablySmug/status/1215628913692618752
[1] https://twitter.com/CarolynBMaloney/status/1215656428406550530
[1] https://twitter.com/ChrisJZullo/status/1215660982263042051

Top URLs in Tweet in G3:
[1] https://thedailyedge.substack.com/p/trump-recession-ahead
[1] https://www.tcaanalytics.com/monthly-report

Top URLs in Tweet in G4:
[10] https://twitter.com/HouseGOP/status/1215629736736628736
[3] https://www.theguardian.com/business/live/2020/jan/10/global-stocks-march-higher-as-us-iran-tensions-ease-markets-pound-business-live
[2] https://www.wsj.com/articles/december-jobs-report-11578657600?mod=e2tw
[2] https://www.businessinsider.com/us-swiss-intermediaries-backchannel-communicate-iran-2020-1?utm_source=reddit.com
[2] https://twitter.com/TheValuesVoter/status/1216073182228156417
[2] https://www.cnbc.com/2020/01/10/heres-where-the-jobs-are-for-december-2019-in-one-chart.html
[2] https://finance.yahoo.com/news/december-2019-jobs-report-labor-department-215614283.html
[2] http://www.bls.gov/news.release/pdf/empsit.pdf
[2] https://www.wsj.com/articles/december-jobs-report-11578657600
[1] https://gop-waysandmeans.house.gov/brady-statement-on-december-2019-jobs-report/

Top URLs in Tweet in G5:
[84] http://www.bls.gov/news.release/pdf/empsit.pdf
[14] https://www.epi.org/press/2019-ends-with-solid-job-growth-and-tepid-wage-growth/
[12] https://thedailyedge.substack.com/p/trump-recession-ahead
[8] https://go.usa.gov/cn5B4
[8] https://www.youtube.com/watch?v=BPCbBP7wJ6c

[5] https://thedailyedge.substack.com/p/trump-recession-ahead?r=w4bm&utm_campaign=post&utm_medium=web&utm_source=twitter
[4] https://go.usa.gov/4UqY
[3] https://data.bls.gov/timeseries/CES0000000001?output_view=net_1mth
[2] https://www.msn.com/en-us/finance/companies/taco-bell-offering-24100000-salary-amid-mounting-worker-shortage/ar-BBYMNIM
[2] https://twitter.com/byHeatherLong/status/1215628885305516032

Top URLs in Tweet in G6:
[30] https://thedailyedge.substack.com/p/trump-recession-ahead
[3] https://thedailyedge.substack.com/p/trump-recession-ahead?r=w4bm&utm_campaign=post&utm_medium=web&utm_source=twitter
[1] https://twitter.com/GOPChairwoman/status/1215683598675841024
[1] https://twitter.com/EllesEconomy/status/1215643090800611329
[1] https://thedailyedge.substack.com/p/trump-recession-ahead?r=1fud3&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G7:
[4] https://www.bls.gov/news.release/empsit.nr0.htm
[3] https://twitter.com/cnbcnow/status/1215627140839940096
[3] https://twitter.com/ChrisJZullo/status/1215660982263042051
[2] https://www.nytimes.com/2020/01/10/business/economy/december-jobs-report.html
[2] https://www.cnbc.com/2020/01/10/us-nonfarm-payrolls-december-2019.html
[2] https://twitter.com/i/events/1215628678119460864
[2] https://cards.twitter.com/cards/18ce5517or8/8lx0h
[2] https://www.cnbc.com/2020/01/10/us-nonfarm-payrolls-december-2019.html?__source=sharebar|twitter&par=sharebar
[2] https://twitter.com/JohnCLeer/status/1215665037806833665
[2] https://thekeystonespeculator.blogspot.com/2020/01/spx-s-500-2-hour-chart-us-monthly-jobs.html

Top URLs in Tweet in G8:
[1] https://twitter.com/JeffCoxCNBCcom/status/1215627830509342720
[1] https://twitter.com/1IronMan2020/status/1215660680403128321

Top URLs in Tweet in G9:
[1] https://data.bls.gov/timeseries/CES0000000001

Top URLs in Tweet in G10:
[14] https://www.washingtontimes.com/news/2020/jan/10/us-adds-145000-jobs-unemployment-holds-at-35/
[3] http://www.bls.gov/news.release/pdf/empsit.pdf
[3] https://www.nafcu.org/newsroom/nafcu-research-mediocre-december-jobs-report-interest-rates-expected-hold
[2] https://www.glassdoor.com/research/bls-jobs-report-december-2019/
[1] https://markets.businessinsider.com/news/stocks/women-outnumber-men-us-workforce-jobs-report-first-time-recession-2020-1-1028810054?utm_content=buffer666b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnbc.com/2020/01/10/december-jobs-report-is-not-as-disappointing-as-it-appears.html?utm_content=buffer56e52&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.bls.gov/news.release/empsit.nr0.htm
[1] https://markets.businessinsider.com/news/stocks/december-jobs-report-us-economy-145000-jobs-added-unemployment-rate-2020-1-1028809219
[1] https://www.wsj.com/articles/december-jobs-report-11578657600?mod=hp_lead_pos1
[1] https://www.cnbc.com/video/2020/01/10/us-manufacturing-agriculture-have-taken-severe-hits-chief-economist.html

Top Domains
Top Domains in Tweet in Entire Graph:
[156] twitter.com
[110] bls.gov
[65] substack.com
[26] peoplespunditdaily.com
[24] cnbc.com
[16] hispanic-jobs.com
[15] wsj.com
[14] epi.org
[14] washingtontimes.com
[14] usa.gov

Top Domains in Tweet in G1:
[18] twitter.com
[2] wsj.com
[1] cbsnews.com
[1] cnsnews.com
[1] whitehouse.gov
[1] bls.gov
[1] apnews.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] politicaltribune.org

Top Domains in Tweet in G3:
[1] substack.com
[1] tcaanalytics.com

Top Domains in Tweet in G4:
[27] twitter.com
[5] wsj.com
[3] bls.gov
[3] theguardian.com
[2] businessinsider.com
[2] cnbc.com
[2] yahoo.com
[1] house.gov
[1] thehill.com
[1] cnn.com

Top Domains in Tweet in G5:
[90] bls.gov
[26] twitter.com
[17] substack.com
[14] epi.org
[12] usa.gov
[8] youtube.com
[5] frbatlanta.org
[3] cnbc.com
[2] msn.com
[2] slate.com

Top Domains in Tweet in G6:
[34] substack.com
[2] twitter.com

Top Domains in Tweet in G7:
[39] twitter.com
[8] bls.gov
[7] cnbc.com
[4] cuinsight.com
[3] nytimes.com
[3] blogspot.com
[3] robinspost.com
[2] co.uk
[2] bloomberg.com
[2] youtube.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[1] bls.gov

Top Domains in Tweet in G10:
[14] washingtontimes.com
[6] cnbc.com
[4] bls.gov
[3] wsj.com
[3] nafcu.org
[2] businessinsider.com
[2] glassdoor.com
[2] ft.com
[2] twitter.com
[2] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7166] jobsreport
[215] jobs
[192] goptaxcuts
[175] fridaythoughts
[106] americanworker
[93] manufacturing
[92] economy
[68] unemployment
[58] goptaxscam
[51] usmca



Top Hashtags in Tweet in G1:
[2462] jobsreport
[85] americanworker
[7] maga
[6] kag2020
[5] fridaymotivation
[4] economy
[4] jobs
[4] trump2020
[3] physics
[3] astrophysics

Top Hashtags in Tweet in G2:
[34] jobsreport
[3] mnuchin
[3] thedow
[3] goptaxscam
[3] donthecon
[1] thanksobama
[1] econtwitter
[1] trump
[1] factsmatter
[1] dow

Top Hashtags in Tweet in G3:
[1096] jobsreport
[1] didntliveuptothehype
[1] goptaxscam
[1] economy
[1] employment

Top Hashtags in Tweet in G4:
[1312] jobsreport
[188] goptaxcuts
[50] usmca
[13] americanworker
[12] jobs
[9] kag
[7] december
[7] trump
[2] saturdaythoughts
[2] wages

Top Hashtags in Tweet in G5:
[919] jobsreport
[50] goptaxscam
[30] jobsday
[23] blsdata
[21] fridaythoughts
[15] jobs
[15] wages
[14] bls
[13] manufacturing
[8] dataviz

Top Hashtags in Tweet in G6:
[222] jobsreport
[37] jobs
[37] manufacturing
[37] complicitgop
[16] fridaythoughts
[4] failedpresident
[4] failurefriday
[4] impotus
[3] wages
[2] income

Top Hashtags in Tweet in G7:
[205] jobsreport
[24] jobs
[11] economy
[6] unemployment
[6] activeshooter
[5] jobsearch
[5] fridayfeeling
[5] trump
[4] trading
[4] nfp

Top Hashtags in Tweet in G8:
[131] fridaythoughts
[19] jobsreport
[1] fridaymotivation
[1] demcast

Top Hashtags in Tweet in G9:
[8] jobsreport
[1] jobs
[1] manufacturing
[1] complicitgop

Top Hashtags in Tweet in G10:
[67] jobsreport
[10] jobs
[6] economy
[4] american
[4] africanamericans
[4] economicdata
[4] useconomy
[3] wages
[3] labormarket
[3] unemployment

Top Words
Top Words in Tweet in Entire Graph:
[12883] Words in Sentiment List#1: Positive
[7290] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[382067] Non-categorized Words
[402240] Total Words
[16351] jobs
[11135] #jobsreport
[11074] growth
[10935] wage
[5255] those

Top Words in Tweet in G1:
[9037] wage
[9037] growth
[4534] avg
[4522] those
[4516] outpaces
[4516] college
[4514] degree
[3473] #jobsreport
[3437] realdonaldtrump
[2275] another

Top Words in Tweet in G2:
[2369] 000
[2367] jobs
[2330] economy
[2326] added
[2325] 36
[2325] months
[1208] #jobsreport
[1180] trump
[1174] obama
[1164] office

Top Words in Tweet in G3:
[7645] jobs
[2156] bush
[2156] 255b
[2156] 128b
[2156] surplus
[2156] 5m
[2156] 1t
[2156] 585b
[1156] #jobsreport
[1131] obama

Top Words in Tweet in G4:
[1771] #jobsreport
[1299] growth
[1229] jobs
[1159] wage
[1096] economy
[791] december
[789] down
[787] slowing
[646] unemployment
[625] 50

Top Words in Tweet in G5:
[1538] jobs
[1436] #jobsreport
[1379] 000
[671] lost
[496] obama
[480] manufacturing
[463] dec
[461] trump
[447] mining
[389] month

Top Words in Tweet in G6:
[293] #jobsreport
[257] jobs
[201] december
[155] year
[154] 2011
[150] 000
[145] disaster
[114] trump
[103] rich
[103] worst

Top Words in Tweet in G7:
[205] #jobsreport
[94] jobs
[73] 000
[43] december
[32] growth
[29] added
[27] unemployment
[25] economy
[25] job
[24] #jobs

Top Words in Tweet in G8:
[337] jobs
[160] #jobsreport
[133] #fridaythoughts
[131] never
[131] whether
[131] earn
[131] decent
[131] living
[131] #fridaymotivation
[131] #demcast

Top Words in Tweet in G9:
[644] million
[276] 3m
[184] 7m
[129] jobs
[102] #jobsreport
[94] 145
[94] 2018
[94] 2019
[92] total
[92] end

Top Words in Tweet in G10:
[81] #jobsreport
[39] jobs
[32] unemployment
[29] 000
[27] wage
[27] december
[26] 145
[21] growth
[19] low
[16] usdol

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10732] wage,growth
[5169] growth,those
[5120] avg,wage
[5119] outpaces,wage
[5116] those,college
[5116] college,degree
[3466] 000,jobs
[2611] degree,outpaces
[2598] economy,added
[2562] blue,collar

Top Word Pairs in Tweet in G1:
[9034] wage,growth
[4516] avg,wage
[4516] outpaces,wage
[4514] growth,those
[4514] those,college
[4514] college,degree
[2259] celebrating,another
[2259] another,stellar
[2259] stellar,#jobsreport
[2259] #jobsreport,blue

Top Word Pairs in Tweet in G2:
[2326] 000,jobs
[2325] 36,months
[2325] economy,added
[1163] trump,office
[1163] obama,administration
[1162] months,trump
[1162] office,economy
[1162] added,940
[1162] 940,000
[1162] jobs,bad

Top Word Pairs in Tweet in G3:
[2156] 128b,surplus
[2156] 5m,jobs
[1078] context,matters
[1078] matters,#jobsreport
[1078] #jobsreport,comparing
[1078] comparing,jobs
[1078] jobs,budget
[1078] budget,deficit
[1078] deficit,reagan
[1078] reagan,15m

Top Word Pairs in Tweet in G4:
[1159] wage,growth
[787] slowing,down
[562] jobs,added
[531] 000,jobs
[530] avg,wage
[530] outpaces,wage
[530] growth,those
[530] those,college
[530] college,degree
[523] 145,000

Top Word Pairs in Tweet in G5:
[671] jobs,lost
[447] 000,mining
[447] mining,jobs
[444] lost,dec
[362] 145,000
[233] manufacturing,jobs
[228] trump,promised
[225] 12,000
[225] 000,manufacturing
[225] 24,000

Top Word Pairs in Tweet in G6:
[108] #jobsreport,disaster
[85] 145,000
[84] wage,growth
[83] december,#jobsreport
[82] disaster,145
[82] growth,lowest
[82] lowest,mid
[82] mid,2018
[82] hiring,full
[82] full,year

Top Word Pairs in Tweet in G7:
[20] 145,000
[19] 000,jobs
[17] wage,growth
[16] 000,000
[13] economy,added
[12] jobs,report
[11] december,#jobsreport
[11] 145k,jobs
[10] unemployment,rate
[9] #jobsreport,numbers

Top Word Pairs in Tweet in G8:
[131] jobs,never
[131] never,jobs
[131] jobs,whether
[131] whether,earn
[131] earn,decent
[131] decent,living
[131] living,#fridaythoughts
[131] #fridaythoughts,#fridaymotivation
[131] #fridaymotivation,#jobsreport
[131] #jobsreport,#demcast

Top Word Pairs in Tweet in G9:
[276] million,3m
[184] million,7m
[92] total,jobs
[92] jobs,end
[92] end,2013
[92] 2013,137
[92] 137,million
[92] 3m,2014
[92] 2014,140
[92] 140,million

Top Word Pairs in Tweet in G10:
[26] 145,000
[21] 000,jobs
[19] wage,growth
[14] adds,145
[14] jobs,unemployment
[14] unemployment,holds
[14] holds,washington
[14] washington,times
[14] times,#jobsreport
[10] 50,year

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gop
@1ironman2020
@teamtrump
@ivankatrump
@whitehouse
@carolynbmaloney
@bls_gov
@harincontractor
@stevebenen

Top Replied-To in G1:
@ivankatrump
@realdonaldtrump
@richardhine
@sentomcotton
@barackobama

Top Replied-To in G2:
@carolynbmaloney
@ashy_robinson

Top Replied-To in G3:
@gop
@trumpstudents

Top Replied-To in G4:
@teamtrump
@whitehouse
@waysandmeansgop
@cnnbrk
@senategop
@gop
@kimguilfoyle
@mike_pence
@johnboozman
@ap

Top Replied-To in G5:
@realdonaldtrump
@gop
@1ironman2020
@harincontractor
@bls_gov
@alaskajer
@whitehouse
@ap
@gbenga_ajilore
@alexhayden007

Top Replied-To in G6:
@gop
@realdonaldtrump

Top Replied-To in G10:
@nbchristinaginn
@business
@sruhle
@rinsana
@msnbc

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@gop
@varneyco
@foxnews
@bls_gov
@foxbusiness
@aflcio
@heritage
@squawkcnbc
@usdol

Top Mentioned in G1:
@realdonaldtrump
@barackobama
@gop
@potus
@dakotainspired
@potus44
@markdavis

Top Mentioned in G2:
@realdonaldtrump
@gop
@bls_gov
@potus
@msnbc

Top Mentioned in G3:
@realdonaldtrump

Top Mentioned in G4:
@realdonaldtrump
@iib
@dowjones
@potus
@abrindisiny
@bls_gov
@housegop
@heritage
@squawkcnbc
@foxbusiness

Top Mentioned in G5:
@gop
@realdonaldtrump
@varneyco
@foxnews
@bls_gov
@aflcio
@iwpresearch
@wspriggs
@hshierholz
@repmaloney

Top Mentioned in G6:
@realdonaldtrump
@thedailyedge

Top Mentioned in G8:
@realdonaldtrump

Top Mentioned in G10:
@usdol
@cnbc
@realdonaldtrump
@sruhle
@adchamberlain
@glassdoor
@hispleadfund
@realblakpac
@nytimes
@msnbc

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@robinsnewswire
@marcodacostafx
@immoralreport
@souljahsingh
@solutioneer72
@kat4obama
@joefreedomlove
@sharneal
@raybae689

Top Tweeters in G1:
@souljahsingh
@sharneal
@raybae689
@mroopchand143
@chantelldawnsny
@bannerite
@myplace4u
@raumunz
@soniaerasmus
@cheezwitham

Top Tweeters in G2:
@manmet80
@kak089
@paulstewartii
@anthonybourque
@katcapps
@patta47cake
@journeyproducti
@darlene_edw
@fwdcrocblu
@mms5048

Top Tweeters in G3:
@onahunttoday
@shadowdogdesign
@castonchris
@cj_disabledvet
@irhystay
@bjorkian15
@glpiman
@skepmi
@balihai2
@waggles111

Top Tweeters in G4:
@insdatainter
@patriot_girl_tx
@debrammason1
@israelnewslinks
@jtblogs
@mkues65
@scrufey21
@texasfreedom101
@miltonespinozaf
@miller_gwen

Top Tweeters in G5:
@kat4obama
@dancas2
@argojournal
@saragomezaranci
@tacobell
@paxnostrum
@1loriking
@grandpooba5440
@trump_enemy
@gpwriter

Top Tweeters in G6:
@missb62
@cherokeesher2
@ggg_says
@lavenderblue27
@b1e56df9ce6549f
@lisakbromley
@purplegarter1
@cherokeenative3
@darrellpmwest
@boris3324

Top Tweeters in G7:
@robinsnewswire
@nkttwebtv
@twright55
@jamessemaj1220
@inglamwetrust
@bonobochick
@canoe
@incohetur
@move_fwd
@texas_eric1

Top Tweeters in G8:
@drdaveanddee
@sullyanne1
@hester_hen
@boandsunny
@zsarrina
@runpattirun
@on_bender
@squirrel1110
@persistentpengn
@magsmom7

Top Tweeters in G9:
@akuma_river
@riskyliberal
@amyayers16
@msjbe20a
@jocowboys87
@armanwalker
@linmp1031
@slimjim2123
@6nsinvt
@smc752

Top Tweeters in G10:
@uthornsrawk
@thehill
@businessinsider
@guardian
@business
@reuters
@nytimes
@washingtonpost
@cnbc
@marketwatch