#2020census, Twitter, 5/25/2019 4:00:33 PM, 198033


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#2020census_2019-05-25_08-36-47.xlsx
#2020census_2019-05-25_08-36-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 25, 2019
Short Description:
#2020census via NodeXL http://bit.ly/2VZMeTQ
@hansilowang
@uscensusbureau
@censuscounts
@alalibrary
@jecdems
@cacompletecount
@demredistrict
@brennancenter
@censussdc
@ericholder

Top hashtags:
#2020census
#citizenshipquestion
#aapi2020
#aapor
#jechearing
#countmein

Description:
Description
The graph represents a network of 1,989 Twitter users whose recent tweets contained "#2020census", 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 Saturday, 25 May 2019 at 15:45 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 8-minute period from Wednesday, 15 May 2019 at 23:25 UTC to Saturday, 25 May 2019 at 15:33 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 : 1989
Unique Edges : 2972
Edges With Duplicates : 1059
Total Edges : 4031
Self-Loops : 459
Reciprocated Vertex Pair Ratio : 0.0462585034013605
Reciprocated Edge Ratio : 0.0884265279583875
Connected Components : 191
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 1601
Maximum Edges in a Connected Component : 3593
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.63344
Graph Density : 0.000777920413380231
Modularity : 0.644973
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[47] https://twitter.com/allontheline/status/1128742752286642178
[30] https://censuscounts.org/
[18] http://2020census.gov/jobs
[11] https://maps.foundationcenter.org/#/list/?subjects=all&popgroups=all&years=all&location=6252001&excludeLocation=0&geoScale=ADM0&layer=recip&boundingBox=-188.7890625,-66.65297740055277,189.140625,76.10079606754579&gmOrgs=all&recipOrgs=all&tags=all&keywords=census&pathwaysOrg=&pathwaysType=&acct=democracy&typesOfSupport=all&transactionTypes=all&amtRanges=all&minGrantAmt=0&maxGrantAmt=0&gmTypes=all&minAssetsAmt=0&maxAssetsAmt=0&minGivingAmt=0&maxGivingAmt=0&andOr=0&includeGov=1&custom=all&customArea=all&indicator=&dataSource=oecd&chartType=bars&multiSubject=1&listType=grant&zoom=0
[10] https://www.countusin2020.org/
[9] https://www.npr.org/2019/05/19/722176779/companies-that-rely-on-census-data-worry-citizenship-question-will-hurt
[9] https://twitter.com/naleo/status/1131224648509808640
[9] http://saalt.org/south-asians-by-the-numbers-population-in-the-u-s-has-grown-by-40-since-2010/
[8] http://www.ncsl.org/research/redistricting/census-outreach-what-states-can-do.aspx
[7] https://twitter.com/ALALibrary/status/1129027979739312133

Top URLs in Tweet in G1:
[3] https://www.npr.org/2019/05/22/719159163/has-the-u-s-census-ever-asked-about-everyones-citizenship-status
[3] https://twitter.com/newmarkjschool/status/1129071513011929089
[3] https://www.npr.org/2019/05/19/722176779/companies-that-rely-on-census-data-worry-citizenship-question-will-hurt
[2] https://www.youtube.com/watch?v=HMaaH6Suf98&feature=youtu.be

[2] https://www.insidephilanthropy.com/home/2019/4/4/census-2020-inside-efforts-to-make-sure-rural-communities-count?fbclid=IwAR2Cyu69PAx3FiUoOVFrNbpPEMTgdw3h-c8nP6-HyMZhmZtBT9E-QVwfLOc
[1] https://www.youtube.com/watch?v=c4XCQmODcFc&feature=youtu.be

[1] https://appropriations.house.gov/news/press-releases/appropriations-subcommittee-approves-fiscal-year-2020-commerce-justice-science
[1] https://www.youtube.com/watch?v=hRUvOGXJeCw

[1] https://www.npr.org/2019/03/31/707899218/what-you-need-to-know-about-the-2020-census
[1] https://twitter.com/hansilowang/status/1005350547409571840?s=20

Top URLs in Tweet in G2:
[21] https://censuscounts.org/
[10] https://www.countusin2020.org/
[9] http://saalt.org/south-asians-by-the-numbers-population-in-the-u-s-has-grown-by-40-since-2010/
[7] https://www.advancingjustice-aajc.org/sites/default/files/2018-04/AAJC%20Factsheet%20on%20Citizenship%20Question%20and%20Census%20REVISED%20April%202018.pdf
[4] https://twitter.com/AAAJ_AAJC/status/1129447741908762624
[3] https://www.npr.org/2019/05/19/722176779/companies-that-rely-on-census-data-worry-citizenship-question-will-hurt
[3] https://twitter.com/AAAJ_AAJC/status/1129448999193174016
[3] https://twitter.com/AAAJ_AAJC/status/1129450257484353536
[3] https://twitter.com/AAAJ_AAJC/status/1129456549082959873
[2] https://secure.civilrights.org/page/s/census-pledge

Top URLs in Tweet in G3:
[5] https://www.youtube.com/watch?v=0vPRWvDOsaM&feature=youtu.be

[4] https://www.youtube.com/watch?v=0vPRWvDOsaM

[2] https://www.youtube.com/channel/UCXSlyao4qkUFiPqghptHtZA?view_as=subscriber
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198010
[2] https://twitter.com/jennagiesta/status/1129088670793904130
[2] https://twitter.com/DrJasonBrinkley/status/1129093344737599488
[2] https://twitter.com/hansilowang/status/1131194042551873537
[1] https://www.denverpost.com/2019/05/23/census-count-colorado-legislature-immigration/
[1] https://data.census.gov/
[1] https://twitter.com/CourtneySurveys/status/1129914408346558466

Top URLs in Tweet in G4:
[9] https://twitter.com/naleo/status/1131224648509808640
[6] https://d3n8a8pro7vhmx.cloudfront.net/naleo/pages/1489/attachments/original/1558496505/1.TheCommunitySpeaks-Report_1.pdf
[5] https://attendee.gotowebinar.com/register/4557633326149110787?source=social+media
[3] https://www.npr.org/2019/05/10/722176779/biz-against-census-question?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://riograndeguardian.com/feds-urge-texas-to-help-fund-census-2020-outreach/
[3] https://generocity.org/philly/2019/05/21/for-lgbtq-identified-folks-census-2020-represents-both-a-missed-opportunity-and-an-opportunity-not-to-be-missed/
[2] https://www.nbcnews.com/news/latino/latino-commission-warns-about-accuracy-2020-census-slams-administration-n1008536
[2] http://www.naleo.org/commissionbriefing
[2] https://twitter.com/AAAJ_AAJC/status/1128336164023341058
[2] https://twitter.com/censusSDC/status/1129409166907461632

Top URLs in Tweet in G5:
[4] http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/govinfo/LibrariesGuide2020Census.pdf
[2] http://www.ala.org/advocacy/govinfo/census
[2] https://censuscounts.org/
[2] https://www.jec.senate.gov/public/index.cfm/2019/5/the-economic-impacts-of-the-2020-census-and-business-uses-of-federal-data
[2] http://www.ala.org/census
[1] http://newsbreaks.infotoday.com/NewsBreaks/ALA-Preps-Libraries-for-the--Census-131858.asp
[1] http://www.ala.org/news/press-releases/2019/05/ala-releases-new-libraries-guide-2020-census
[1] http://www.georgetownpoverty.org/wp-content/uploads/2019/05/LibrariesGuide2020Census-20190517.pdf
[1] http://www.georgetownpoverty.org/wp-content/uploads/2018/09/GCPI-ESOI-Demographic-Profile-of-People-Who-Do-Not-Respond-to-the-Citizenship-Question-20180906.pdf
[1] http://www.jmu.edu/civic/2020Census.shtml

Top URLs in Tweet in G6:
[4] https://www.prb.org/citizenship-question-risks-a-2020-census-undercount-in-every-state-especially-among-children/
[3] https://content.govdelivery.com/accounts/DCWASH/bulletins/245653c
[3] http://2020census.gov/jobs
[3] http://2020census.gov
[3] https://www.prb.org/why-are-they-asking-that-what-everyone-needs-to-know-about-2020-census-questions/
[2] https://2020census.gov/en/jobs
[2] https://lasvegasnevada.gov/News/Blog/Detail/new-bid-opportunities
[2] http://www.naleo.org/commissionbriefing
[1] https://census.gov/partners
[1] https://go.usa.gov/xEm6M

Top URLs in Tweet in G7:
[1] https://action.democraticredistricting.com/page/s/join-the-2020-fair-census-team
[1] https://twitter.com/faircount/status/1129134035488452610

Top URLs in Tweet in G8:
[3] http://wavenewspapers.com/correct-census-count-is-crucial-to-our-government/
[2] https://www.mwcog.org/2020census/
[1] https://appropriations.house.gov/news/press-releases/appropriations-committee-releases-fiscal-year-2020-commerce-justice-science
[1] https://appropriations.house.gov/news/statements/chairwoman-lowey-statement-at-full-committee-markup-of-fy-2020-commerce-justice
[1] http://r.socialstudio.radian6.com/dfc92666-b4e0-4eec-b347-36200fcb3736
[1] https://twitter.com/NormaJTorres/status/1131577635027521536
[1] https://censuscounts.org/
[1] https://www.bloomberg.com/news/articles/2019-05-20/u-s-census-vulnerable-to-russian-meddling-top-official-warns

Top URLs in Tweet in G9:
[37] https://twitter.com/allontheline/status/1128742752286642178
[10] https://maps.foundationcenter.org/#/list/?subjects=all&popgroups=all&years=all&location=6252001&excludeLocation=0&geoScale=ADM0&layer=recip&boundingBox=-188.7890625,-66.65297740055277,189.140625,76.10079606754579&gmOrgs=all&recipOrgs=all&tags=all&keywords=census&pathwaysOrg=&pathwaysType=&acct=democracy&typesOfSupport=all&transactionTypes=all&amtRanges=all&minGrantAmt=0&maxGrantAmt=0&gmTypes=all&minAssetsAmt=0&maxAssetsAmt=0&minGivingAmt=0&maxGivingAmt=0&andOr=0&includeGov=1&custom=all&customArea=all&indicator=&dataSource=oecd&chartType=bars&multiSubject=1&listType=grant&zoom=0
[2] https://twitter.com/ALALibrary/status/1129027979739312133
[2] http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/govinfo/LibrariesGuide2020Census.pdf
[1] https://censuscounts.org/
[1] http://hyattsvillelife.com/committee-aims-to-improve-census-count/
[1] https://peopleslobby.cc/fair-census/
[1] https://twitter.com/OPinDC/status/1129053537055465472
[1] https://www.forwardmajority.org/
[1] https://myemail.constantcontact.com/Copy-of-2019-RT-Call-for-Data--1.html?soid=1103640938963&aid=C9FHqEzMMYg

Top URLs in Tweet in G10:
[1] https://www.npr.org/2019/05/19/722176779/companies-that-rely-on-census-data-worry-citizenship-question-will-hurt

Top Domains
Top Domains in Tweet in Entire Graph:
[193] twitter.com
[32] 2020census.gov
[30] censuscounts.org
[26] npr.org
[22] youtube.com
[13] census.gov
[13] ala.org
[11] foundationcenter.org
[10] ca.gov
[10] countusin2020.org

Top Domains in Tweet in G1:
[13] npr.org
[11] twitter.com
[6] youtube.com
[3] house.gov
[2] census.gov
[2] documentcloud.org
[2] threadreaderapp.com
[2] insidephilanthropy.com
[1] naleo.org
[1] cloudfront.net

Top Domains in Tweet in G2:
[28] twitter.com
[21] censuscounts.org
[10] countusin2020.org
[9] saalt.org
[8] advancingjustice-aajc.org
[4] apalanet.org
[3] npr.org
[3] civilrights.org
[2] ca.gov
[2] census.gov

Top Domains in Tweet in G3:
[11] youtube.com
[9] twitter.com
[3] senate.gov
[2] nodexlgraphgallery.org
[2] npr.org
[2] cognitoforms.com
[2] 2020census.gov
[1] denverpost.com
[1] census.gov
[1] nytimes.com

Top Domains in Tweet in G4:
[35] twitter.com
[8] cloudfront.net
[5] ca.gov
[5] gotowebinar.com
[3] npr.org
[3] riograndeguardian.com
[3] generocity.org
[2] nbcnews.com
[2] naleo.org
[2] ocregister.com

Top Domains in Tweet in G5:
[10] ala.org
[2] censuscounts.org
[2] georgetownpoverty.org
[2] senate.gov
[1] infotoday.com
[1] jmu.edu
[1] twitter.com
[1] mimecast.com

Top Domains in Tweet in G6:
[9] 2020census.gov
[7] twitter.com
[7] prb.org
[3] govdelivery.com
[2] census.gov
[2] lasvegasnevada.gov
[2] naleo.org
[1] usa.gov
[1] evanced.info
[1] fox46charlotte.com

Top Domains in Tweet in G7:
[1] democraticredistricting.com
[1] twitter.com

Top Domains in Tweet in G8:
[3] wavenewspapers.com
[2] house.gov
[2] mwcog.org
[1] radian6.com
[1] twitter.com
[1] censuscounts.org
[1] bloomberg.com

Top Domains in Tweet in G9:
[55] twitter.com
[10] foundationcenter.org
[3] ala.org
[2] instagram.com
[2] 2020census.gov
[2] npr.org
[1] censuscounts.org
[1] hyattsvillelife.com
[1] peopleslobby.cc
[1] forwardmajority.org

Top Domains in Tweet in G10:
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1954] 2020census
[171] citizenshipquestion
[68] aapi2020
[62] aapor
[52] jechearing
[46] countmein
[43] census
[33] blackmencount
[29] census2020
[27] txlege



Top Hashtags in Tweet in G1:
[196] 2020census
[106] citizenshipquestion
[6] masscounts
[5] census2020
[5] countmein
[5] nonprofits
[4] nonprofit
[4] mapoli
[3] climatechange
[3] yallacountmein

Top Hashtags in Tweet in G2:
[249] 2020census
[68] aapi2020
[18] citizenshipquestion
[16] countmein
[16] gotc
[16] aanhpi
[14] apahm
[10] breaking
[9] aanhpis
[9] chc

Top Hashtags in Tweet in G3:
[203] 2020census
[57] aapor
[49] jechearing
[21] census
[15] citizenshipquestion
[10] census2020
[7] harlem
[3] jobs
[3] makebrooklyncount
[3] countmein

Top Hashtags in Tweet in G4:
[195] 2020census
[24] txlege
[20] txcounts
[9] countallkids
[8] suzannegamboa
[8] latino
[7] countmein
[7] makenccount
[6] citizenshipquestion
[4] californiaforall

Top Hashtags in Tweet in G5:
[110] 2020census
[7] countonlibraries
[5] publiclibraries
[4] citizenshipquestion
[2] newburghcounts
[2] sogetcounted
[1] census
[1] vacompletecount
[1] dc
[1] jechearing

Top Hashtags in Tweet in G6:
[112] 2020census
[10] citizenshipquestion
[6] cuyahogacounts
[5] countmein
[4] ourcounty
[4] rgv
[4] mnleg
[4] agefriendlymiami
[3] miamidadecounts
[2] countdc

Top Hashtags in Tweet in G7:
[31] blackmencount
[23] 2020census
[10] faircount
[1] scotus
[1] gerrymandering

Top Hashtags in Tweet in G8:
[71] 2020census
[2] savethecensus
[2] trump
[2] mueller
[2] maga
[2] 10000lies
[2] 2020election
[2] anybodybuttrump
[1] ca35
[1] countdmvin

Top Hashtags in Tweet in G9:
[109] 2020census
[10] democracyfunders
[4] vote
[3] countmein
[3] census
[3] countonlibraries
[2] masscounts
[2] democrats
[2] impeach
[2] citizenshipquestion

Top Hashtags in Tweet in G10:
[79] 2020census
[2] fairmaps
[1] blackmencount

Top Words
Top Words in Tweet in Entire Graph:
[2157] Words in Sentiment List#1: Positive
[954] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[62393] Non-categorized Words
[65504] Total Words
[1954] #2020census
[792] census
[488] count
[393] s
[266] hansilowang

Top Words in Tweet in G1:
[196] #2020census
[192] hansilowang
[120] trump
[106] #citizenshipquestion
[90] s
[79] u
[78] admin
[76] unprecedented
[76] yes
[75] past

Top Words in Tweet in G2:
[249] #2020census
[95] community
[87] census
[68] #aapi2020
[58] aaaj_aajc
[54] communities
[50] censuscounts
[47] fair
[42] count
[39] question

Top Words in Tweet in G3:
[203] #2020census
[154] census
[79] jecdems
[73] s
[60] data
[57] #aapor
[56] repmaloney
[49] #jechearing
[49] out
[49] bureau

Top Words in Tweet in G4:
[195] #2020census
[73] naleo
[52] count
[49] census
[38] report
[36] s
[35] california
[33] cacompletecount
[29] counted
[27] commission

Top Words in Tweet in G5:
[110] #2020census
[110] alalibrary
[77] fair
[76] accurate
[73] inclusive
[68] census
[61] new
[57] guide
[52] working
[50] ensure

Top Words in Tweet in G6:
[112] #2020census
[83] census
[83] uscensusbureau
[47] count
[25] 2020
[21] state
[20] complete
[19] committee
[18] news
[16] out

Top Words in Tweet in G7:
[123] black
[123] men
[95] count
[81] faircount
[60] launch
[55] ericholder
[50] allontheline
[44] discussion
[44] panelists
[38] georgia

Top Words in Tweet in G8:
[71] #2020census
[58] vanitaguptacr
[43] normajtorres
[29] realdonaldtrump
[28] up
[28] federal
[27] bill
[27] courts
[27] voting
[27] rights

Top Words in Tweet in G9:
[109] #2020census
[38] received
[37] real
[37] document
[37] misleading
[37] piece
[37] rnc
[37] fundraising
[37] mail
[36] friends

Top Words in Tweet in G10:
[79] #2020census
[77] states
[77] redraw
[77] congressional
[77] state
[77] legislative
[77] lines
[77] shaping
[77] future
[76] demredistrict

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[205] u,s
[172] fair,accurate
[158] citizenship,question
[144] 2020,census
[127] black,men
[118] complete,count
[98] census,bureau
[91] make,sure
[85] check,out
[83] accurate,inclusive

Top Word Pairs in Tweet in G1:
[79] u,s
[77] trump,admin
[75] #citizenshipquestion,trump
[75] unprecedented,yes
[75] yes,past
[75] past,u
[75] s,censuses
[74] admin,#2020census
[74] #2020census,unprecedented
[73] censuses,included

Top Word Pairs in Tweet in G2:
[36] citizenship,question
[26] make,sure
[25] fair,accurate
[22] fair,share
[21] remember,census
[21] census,misses
[21] misses,anyone
[21] anyone,community
[21] community,everyone
[21] everyone,community

Top Word Pairs in Tweet in G3:
[47] census,bureau
[35] #aapor,#2020census
[33] bureau,s
[33] s,research
[33] research,shows
[33] shows,climate
[33] climate,fear
[33] fear,ve
[33] ve,held
[33] held,focus

Top Word Pairs in Tweet in G4:
[23] citizenship,question
[20] complete,count
[19] naleo,citizenship
[19] question,online
[19] online,responses
[19] responses,language
[19] language,barriers
[19] barriers,underfunding
[19] underfunding,result
[19] result,inaccurate

Top Word Pairs in Tweet in G5:
[74] fair,accurate
[72] accurate,inclusive
[50] working,ensure
[50] ensure,fair
[50] inclusive,census
[50] census,aligns
[50] aligns,professional
[50] professional,values
[50] values,needs
[50] needs,diverse

Top Word Pairs in Tweet in G6:
[16] complete,count
[14] make,sure
[14] census,taker
[13] 2020,census
[10] vanitaguptacr,positive
[10] positive,census
[10] census,news
[10] news,today
[10] today,house
[10] house,appropriations

Top Word Pairs in Tweet in G7:
[123] black,men
[68] men,count
[28] excited,launch
[28] ensure,black
[26] launch,statewide
[26] statewide,black
[26] count,complete
[26] complete,count
[26] count,committee
[26] committee,ensure

Top Word Pairs in Tweet in G8:
[27] federal,courts
[27] courts,#2020census
[27] #2020census,voting
[27] voting,rights
[27] rights,witnessing
[27] witnessing,unprecedented
[27] unprecedented,weaponization
[27] weaponization,core
[26] vanitaguptacr,federal
[23] want,talk

Top Word Pairs in Tweet in G9:
[37] real,#2020census
[37] #2020census,document
[37] document,misleading
[37] misleading,piece
[37] piece,rnc
[37] rnc,fundraising
[37] fundraising,mail
[36] received,real
[35] friends,received
[12] accurate,count

Top Word Pairs in Tweet in G10:
[77] #2020census,states
[77] states,redraw
[77] redraw,congressional
[77] congressional,state
[77] state,legislative
[77] legislative,lines
[77] lines,shaping
[77] shaping,future
[75] demredistrict,#2020census
[75] future,demo

Top Replied-To
Top Replied-To in Entire Graph:
@naleo
@repjoseserrano
@calimmigrant
@realdonaldtrump
@alexwitt
@housedemocrats
@aei
@evanasmith
@sheloregon
@magna_sun

Top Replied-To in G1:
@repjoseserrano
@naleo
@aei
@jecdems
@magna_sun
@sheloregon
@ccuellar
@luliblue
@maworkforce

Top Replied-To in G2:
@ashleyrallison

Top Replied-To in G4:
@alexwitt
@cacompletecount
@hansilowang
@evanasmith
@sanmateoco
@nccounts
@staceycarlessjd

Top Replied-To in G6:
@matthansenne
@mayorbowser
@naleo

Top Replied-To in G8:
@realdonaldtrump
@normajtorres
@repdougcollins
@secretarycarson

Top Mentioned
Top Mentioned in Entire Graph:
@hansilowang
@uscensusbureau
@alalibrary
@jecdems
@faircount
@demredistrict
@vanitaguptacr
@naleo
@brennancenter
@censuscounts

Top Mentioned in G1:
@hansilowang
@npr
@repjoseserrano
@nitalowey
@uscensusbureau
@appropsdems
@urbaninstitute
@ma_nonprofitnet
@jecdems
@brianschatz

Top Mentioned in G2:
@aaaj_aajc
@censuscounts
@ncapatweets
@aapchoadvocates
@apiavote
@apalanational
@civilrightsorg
@repgracemeng
@apiahf
@sr_spatial

Top Mentioned in G3:
@jecdems
@repmaloney
@oversightdems
@statstas
@hansilowang
@nationalaction
@repraskin
@repaoc
@thereval
@benkallos

Top Mentioned in G4:
@naleo
@cacompletecount
@nbclatino
@hansilowang
@alexpadilla4ca
@cppptx_davis
@cagovernor
@arturonaleo
@latinocommfdn
@casosvote

Top Mentioned in G5:
@alalibrary
@gtownlawpovcntr
@us_imls
@ala_acrl
@infotoday
@hansilowang
@jmudukesvote
@censuscounts
@ala_pla
@jecdems

Top Mentioned in G6:
@uscensusbureau
@vanitaguptacr
@mayorbowser
@hansilowang
@quantifire
@cuyahogacounty
@opindc
@talamantedc
@alalibrary
@710kurv

Top Mentioned in G7:
@faircount
@ericholder
@allontheline
@staceyabrams
@lawdawg53
@jabramsmclean
@snarecha
@rebeccadehart
@repalwms168
@ceasarcmitchell

Top Mentioned in G8:
@vanitaguptacr
@normajtorres
@realdonaldtrump
@appropsdems
@secretaryross
@repjoseserrano
@uscensusbureau
@nitalowey
@gwippgwu
@seiu

Top Mentioned in G9:
@mrjosebrito

Top Mentioned in G10:
@demredistrict
@allontheline
@ericholder
@staceyabrams
@faircount
@civilrightsorg

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@cloudwanderer3
@bannerite
@law1gloria
@sws_edu
@miss_placed_
@threadreaderapp
@girlzinger
@amadii
@politicalant

Top Tweeters in G1:
@missb62
@cloudwanderer3
@threadreaderapp
@turntxblue18
@liskaaz
@philosocrat
@agentmcnasty
@sds_sunlight
@npr
@trilingual1946

Top Tweeters in G2:
@law1gloria
@aprilstearns
@kaludiasays
@delana1970
@anirvan
@sonyasamuels
@ny1
@mcbyrne
@ocregister
@exsk8pnk

Top Tweeters in G3:
@sws_edu
@irhystay
@politico
@sherrilyn59
@gkmtntwits
@nartist
@carolk47
@funder
@pdacosta
@feinberg_linda

Top Tweeters in G4:
@yaya17017
@msnbc
@posuttrump
@analisa_swan
@copticdisco
@leftypatriot
@cmarinucci
@trish22bee
@nextgov
@sjw_resistor

Top Tweeters in G5:
@greatgovtweets
@lyft
@meekorouse
@maryellen74
@yalsa
@amandaworking
@warbyparker
@andreacremer
@bibacus
@martyproust

Top Tweeters in G6:
@all100senators
@thecorollary
@djmincey11
@fox46news
@brooklyncentre
@theapjournalist
@ezra_lime
@kathcor
@theleftyleftie
@jorge_silva

Top Tweeters in G7:
@amadii
@samy45
@wiccanmethusela
@debr3322
@jersey_craig
@astartiel
@msdarcyfarrow
@michelleking66
@dianasc99717236
@nugslilsis

Top Tweeters in G8:
@bannerite
@miss_placed_
@girlzinger
@deemoney521
@jebocanegra1
@celerycaraway
@anony_mia
@dennis_vdo
@underthematrix
@laureldavilacpa

Top Tweeters in G9:
@dtporge
@smilingl8dy
@pndblog
@bzaenglein
@wolfworks
@vanguard_nzsm
@olusegunmedupin
@glasspockets
@fixusanow
@barryjgrossman

Top Tweeters in G10:
@sevenclovers
@grannynannynews
@annie5133
@demgirl50
@rob_libadia
@faobobindc
@howy2012
@libbystone2
@cleo_peterson
@shell_loyd