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macfound_2017-06-19_12-16-44.xlsx
macfound_2017-06-19_12-16-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2017
Short Description:
macfound via NodeXL http://bit.ly/2tGwK4N
@macfound
@gwynnek
@safety_justice
@internetarchive
@justinalpertesq
@verainstitute
@ashshaza1

Description:
Description
The graph represents a network of 1,180 Twitter users whose tweets in the requested range contained "macfound", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 June 2017 at 19:20 UTC.

The requested start date was Monday, 19 June 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 47-minute period from Monday, 05 June 2017 at 00:18 UTC to Sunday, 18 June 2017 at 23:06 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 : 1180
Unique Edges : 2303
Edges With Duplicates : 3491
Total Edges : 5794
Self-Loops : 184
Reciprocated Vertex Pair Ratio : 0.044822256568779
Reciprocated Edge Ratio : 0.0857988165680473
Connected Components : 51
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 1104
Maximum Edges in a Connected Component : 5720
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.605333
Graph Density : 0.00194361783183105
Modularity : 0.336743
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[38] http://www.safetyandjusticechallenge.org/resource/out-of-sight/
[28] https://www.macfound.org/press/publications/jail-growth-highest-rural-america/
[24] https://www.fastcompany.com/40426561/the-philanthropy-world-is-embracing-impact-investing
[23] http://humantollofjail.vera.org
[20] https://www.macfound.org/press/semifinalist-perspectives/engaging-partners-public-good/
[15] https://www.reddit.com/tb/6h058h
[12] https://www.insidephilanthropy.com/home/2017/6/9/what-does-segregation-cost-chicago-and-how-can-funders-counter-it?utm_content=buffer39e26&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.wsj.com/articles/in-growth-of-jail-populations-rural-areas-outpace-big-cities-1497383232
[12] http://www.theroot.com/tracing-your-roots-i-want-to-post-the-names-of-my-ance-1795919964
[11] https://www.macfound.org/programs/100change/

Top URLs in Tweet in G1:
[21] http://humantollofjail.vera.org
[13] https://www.macfound.org/press/publications/jail-growth-highest-rural-america/
[9] https://www.macfound.org/programs/100change/
[9] https://twitter.com/Susys/status/872926314281533440
[8] https://twitter.com/macfound/status/871382286129782786
[7] https://www.reddit.com/tb/6h058h
[6] https://www.macfound.org/press/semifinalist-perspectives/laying-foundations-overcome-needless-blindness-ghana/
[5] https://www.macfound.org/press/perspectives/myths-and-misconceptions-about-100change/
[5] https://www.macfound.org/programs/nigeria/
[5] https://www.wired.com/story/why-incarceration-is-skyrocketing-in-rural-america/

Top URLs in Tweet in G2:
[35] http://www.safetyandjusticechallenge.org/resource/out-of-sight/
[12] https://www.macfound.org/press/publications/jail-growth-highest-rural-america/
[10] https://www.wsj.com/articles/in-growth-of-jail-populations-rural-areas-outpace-big-cities-1497383232
[4] https://twitter.com/marc4justice/status/874746601490853888
[4] https://twitter.com/macfound/status/873041731389841411
[2] https://twitter.com/macfound/status/874861210872795136
[1] https://twitter.com/i/web/status/874624648532692993
[1] https://twitter.com/i/web/status/872154057116450816
[1] https://twitter.com/i/web/status/869679425511620609
[1] https://twitter.com/i/web/status/874668979285098498

Top URLs in Tweet in G3:
[14] https://www.fastcompany.com/40426561/the-philanthropy-world-is-embracing-impact-investing
[3] http://www.macfound.org/fellows/930/
[1] https://twitter.com/i/web/status/876454085322457089
[1] https://www.macfound.org/press/publications/growing-creative-economy/
[1] https://www.philanthropreneurshipforum.com/impact-investing-creative-economy/
[1] https://www.macfound.org/press/publications/jail-growth-highest-rural-america/
[1] https://twitter.com/i/web/status/872549587503939586
[1] https://twitter.com/i/web/status/872532976499908609
[1] https://twitter.com/i/web/status/872533265705553920
[1] https://twitter.com/i/web/status/872533505326166016

Top URLs in Tweet in G4:
[15] https://www.macfound.org/press/semifinalist-perspectives/engaging-partners-public-good/
[2] http://blog.archive.org/2017/06/11/ama-about-openlibraries-our-proposal-for-macarthurs-100change/
[2] https://www.youtube.com/watch?v=juEbQXnb5Gc
[2] https://www.reddit.com/tb/6h058h
[1] https://twitter.com/i/web/status/875389618476023809
[1] https://twitter.com/i/web/status/874421657082908673
[1] https://twitter.com/i/web/status/874788865122357248
[1] https://www.macfound.org/programs/nigeria/
[1] https://www.macfound.org/press/semifinalist-perspectives/created-and-led-global-medical-community/
[1] https://www.macfound.org/press/perspectives/myths-and-misconceptions-about-100change/

Top URLs in Tweet in G5:
[3] http://am970theanswer.com/content/all/denver-frederick
[2] https://www.macfound.org/press/semifinalist-perspectives/street-all-connecting-community/
[1] http://www.sesameworkshop.org/refugees
[1] https://twitter.com/i/web/status/874359315364290561
[1] https://twitter.com/i/web/status/874333042768326658
[1] https://twitter.com/i/web/status/874638384278511616
[1] https://twitter.com/i/web/status/874649958707810305
[1] https://www.reddit.com/r/IAmA/comments/6h058h/were_the_carter_center_and_were_competing_in/
[1] https://twitter.com/i/web/status/872445151771283456
[1] https://www.macfound.org/press/publications/jail-growth-highest-rural-america/

Top URLs in Tweet in G6:
[3] https://twitter.com/AdaUfonduEgboka/status/872124296436559872
[2] https://www.eventbrite.com/e/biafra-at-50-symposium-tickets-35346301740?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=estw&utm-source=tw&utm-term=listing
[1] https://twitter.com/i/web/status/875969690367143936
[1] https://twitter.com/i/web/status/874865229649391616
[1] https://twitter.com/i/web/status/872094665390129157
[1] https://storify.com/cleenfoundation/tweet-meet-on-enhancing-the-effectiveness-of-the-a
[1] https://twitter.com/AdaUfonduEgboka/status/872102756143833088
[1] https://twitter.com/i/web/status/872014768479100928
[1] https://twitter.com/cleenfoundation/status/872099276867981313
[1] https://twitter.com/AdaUfonduEgboka/status/872102425389400064

Top URLs in Tweet in G7:
[10] https://www.insidephilanthropy.com/home/2017/6/9/what-does-segregation-cost-chicago-and-how-can-funders-counter-it?utm_content=buffer39e26&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.citylab.com/politics/2017/06/the-comeback-investment-in-cities/528963/
[4] https://www.insidephilanthropy.com/home/2017/6/7/benefit-chicago-macarthur-cct?utm_content=buffer7427f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.insidephilanthropy.com/home/2017/6/14/ending-the-standoff-funders-seek-common-ground-on-gun-violence6?utm_content=buffer50298&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.insidephilanthropy.com/home/2017/6/14/ending-the-standoff-funders-seek-common-ground-on-gun-violence6?utm_content=buffer9400c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.insidephilanthropy.com/home/2017/6/9/what-does-segregation-cost-chicago-and-how-can-funders-counter-it?utm_content=buffera2ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.safetyandjusticechallenge.org/resource/out-of-sight/
[2] https://www.macfound.org/programs/nigeria/
[2] https://www.insidephilanthropy.com/home/2017/6/7/benefit-chicago-macarthur-cct
[1] https://www.insidephilanthropy.com/home/2017/6/6/this-church-affiliated-network-helps-immigrants-toward-legal-status-whos-backing-it?utm_content=buffer2d405&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[4] https://twitter.com/shehuusman88/status/875038266847891456
[3] https://twitter.com/Ameenu_Ringim7/status/873151185108295681
[2] http://www.dailytrust.com.ng/news/general/online-hate-speech-among-nigerians-increasing-report/200710.html
[2] https://www.voahausa.com/a/3893718.html
[2] https://twitter.com/abdullahiabduji/status/873486180943368193
[2] http://www.businessdayonline.com/citad-flays-arewas-eviction-order-igbo-northern-states/
[2] https://twitter.com/BIDALLAJI/status/872440209790599168
[2] https://twitter.com/Ameenu_Ringim7/status/875637144768847872
[1] https://twitter.com/idclrWorldPeace/status/872051365694124032
[1] http://citad4peace.org.ng/dangerousspeech/#.WTaJmcSTKPE.twitter

Top URLs in Tweet in G9:
[5] https://www.fastcompany.com/40426561/the-philanthropy-world-is-embracing-impact-investing
[3] https://www.macfound.org/press/publications/research-finds-police-officers-less-respectful-african-american-drivers/
[2] http://mailchi.mp/macfound/defiance-of-trump-spawns-international-workarounds-with-us-states-cities-friday-june-9-2017?e=[UNIQID
[2] https://twitter.com/macfound/status/873298668585074688
[2] https://www.macfound.org/media/files/Digital_Security__Grantcraft_Guide_v1.0_-_Final_2.23.17.pdf
[1] https://fb.me/xLD1yVvf
[1] https://soundcloud.com/business-of-giving/dr-rebecca-richards-kortum-the-founder-of-the-360-degree-institute-for-global-health-at-ru
[1] https://www.macfound.org/press/semifinalist-perspectives/100change-clarion-call-arizona-state-universitys-researchers/
[1] https://www.linkedin.com/slink?code=gaNRxPV
[1] https://www.linkedin.com/slink?code=gNw37Ws

Top URLs in Tweet in G10:
[3] https://ande.site-ym.com/page/gsgmillennials
[1] https://twitter.com/i/web/status/876470885452066816
[1] https://twitter.com/i/web/status/873221950100955136

Top Domains
Top Domains in Tweet in Entire Graph:
[384] twitter.com
[215] macfound.org
[39] safetyandjusticechallenge.org
[30] insidephilanthropy.com
[26] fastcompany.com
[23] vera.org
[17] reddit.com
[17] youtube.com
[12] wsj.com
[12] theroot.com

Top Domains in Tweet in G1:
[162] twitter.com
[105] macfound.org
[21] vera.org
[10] youtube.com
[8] climatecentral.org
[7] reddit.com
[6] soundcloud.com
[6] nytimes.com
[5] wired.com
[4] 100andchange.org

Top Domains in Tweet in G2:
[35] safetyandjusticechallenge.org
[33] twitter.com
[13] macfound.org
[10] wsj.com
[3] billypenn.com
[1] vera.org
[1] adasheriffblog.org
[1] bloomberg.com
[1] youtube.com
[1] phlcouncil.com

Top Domains in Tweet in G3:
[41] twitter.com
[14] fastcompany.com
[5] macfound.org
[1] philanthropreneurshipforum.com
[1] thegiin.org

Top Domains in Tweet in G4:
[20] macfound.org
[3] twitter.com
[2] archive.org
[2] youtube.com
[2] reddit.com

Top Domains in Tweet in G5:
[7] twitter.com
[6] macfound.org
[3] am970theanswer.com
[2] reddit.com
[1] sesameworkshop.org
[1] soundcloud.com
[1] cureblindness.org
[1] 100andchange.org
[1] trib.al
[1] vulture.com

Top Domains in Tweet in G6:
[11] twitter.com
[2] eventbrite.com
[1] storify.com

Top Domains in Tweet in G7:
[28] insidephilanthropy.com
[10] twitter.com
[5] macfound.org
[5] citylab.com
[2] safetyandjusticechallenge.org
[1] vera.org
[1] wired.com
[1] soundcloud.com
[1] ow.ly
[1] benefitchi.org

Top Domains in Tweet in G8:
[38] twitter.com
[2] org.ng
[2] com.ng
[2] voahausa.com
[2] businessdayonline.com
[1] nigerianewsflight.com

Top Domains in Tweet in G9:
[18] twitter.com
[8] macfound.org
[5] fastcompany.com
[5] mailchi.mp
[4] linkedin.com
[2] fb.me
[1] soundcloud.com
[1] t.co
[1] medium.com

Top Domains in Tweet in G10:
[3] site-ym.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[321] 100andchange
[168] macfellow
[48] no2hatespeech
[47] budeshiwaka
[45] rethinkjails
[45] impinv
[41] humantollofjail
[39] budeshi
[26] openlibrariesama
[17] citad4peace



Top Hashtags in Tweet in G1:
[134] 100andchange
[120] macfellow
[35] humantollofjail
[18] rethinkjails
[9] climatechange
[8] sis17
[6] impinv
[5] openlibrariesama
[4] chicagocommitment
[4] mediaisvital

Top Hashtags in Tweet in G2:
[22] rethinkjails
[4] humantollofjail
[4] cjrefrom
[4] genius
[2] rethinkjail
[1] 100andchange
[1] massincarceration
[1] tbt
[1] macfellow
[1] nacoblog

Top Hashtags in Tweet in G3:
[47] budeshiwaka
[39] budeshi
[16] impinv
[8] digid17
[8] dhsi2017
[5] macfellow
[4] urban
[4] water
[4] guanabara
[1] criminaljustice

Top Hashtags in Tweet in G4:
[67] 100andchange
[20] openlibrariesama
[1] turnbacktheclock
[1] rethinkjails

Top Hashtags in Tweet in G5:
[68] 100andchange
[6] avpn2017
[4] beatntds
[3] innovations
[3] healthcare
[2] india
[2] infant
[1] chicagocommitment
[1] reefsofhope
[1] 50reefs

Top Hashtags in Tweet in G6:
[12] acja_ng
[9] fundlautech
[2] biafraat50

Top Hashtags in Tweet in G7:
[8] costofsegregation
[6] impinv
[4] benefitchicago
[4] communities
[2] chicago
[2] macfellow
[2] 100andchange
[1] humantollofjail
[1] alternativefutures
[1] 2050bigideas

Top Hashtags in Tweet in G8:
[47] no2hatespeech
[16] citad4peace
[1] 100andchange

Top Hashtags in Tweet in G9:
[7] macfellow
[6] impinv
[4] 100andchange
[3] digital
[1] business
[1] tech
[1] fastcomp
[1] stanfordnlp
[1] change
[1] easytoignore

Top Hashtags in Tweet in G10:
[4] gsgmillennials

Top Words
Top Words in Tweet in Entire Graph:
[852] Words in Sentiment List#1: Positive
[403] Words in Sentiment List#2: Negative
[32] Words in Sentiment List#3: Angry/Violent
[31165] Non-categorized Words
[32420] Total Words
[1487] macfound
[461] omidyarnetwork
[458] mizize
[458] seember1
[421] ppmonitorng

Top Words in Tweet in G1:
[376] macfound
[133] 100andchange
[120] macfellow
[83] out
[82] check
[69] incarceration
[60] more
[54] america
[52] new
[47] proposal

Top Words in Tweet in G2:
[125] safety_justice
[119] macfound
[69] pretrial
[69] rural
[68] verainstitute
[62] report
[59] cities
[51] more
[41] incarceration
[40] counties

Top Words in Tweet in G3:
[495] macfound
[460] omidyarnetwork
[458] mizize
[458] seember1
[421] ppmonitorng
[85] project
[76] school
[73] ubec
[72] hm
[72] awarded

Top Words in Tweet in G4:
[66] macfound
[66] 100andchange
[54] internetarchive
[41] proposal
[20] openlibrariesama
[19] send
[18] books
[18] question
[18] idea
[18] feedback

Top Words in Tweet in G5:
[81] macfound
[68] 100andchange
[45] proposal
[23] cartercenter
[22] cartercenter's
[22] reddit_ama
[21] river
[21] blindness
[17] w
[17] key

Top Words in Tweet in G6:
[27] macfound
[21] lautech
[14] cleenfoundation
[12] acja_ng
[11] save
[11] ukwuomaibe
[11] benolugbuo
[9] fundlautech
[9] cslsnigeria
[9] adaufonduegboka

Top Words in Tweet in G7:
[60] macfound
[26] chitrust
[22] funders
[20] benefitchicago
[15] impact
[15] investing
[13] counter
[13] insidephilanthr
[11] helping
[10] out

Top Words in Tweet in G8:
[63] macfound
[49] nsrprogramme
[47] no2hatespeech
[37] yzyau
[31] abdouljyze
[25] hate
[20] isahcitad
[19] us_aliyu
[18] harirawakili
[18] ashshaza1

Top Words in Tweet in G9:
[16] macfound
[7] macfellow
[7] fastcompany
[7] philanthropy
[6] world
[6] embracing
[6] impinv
[4] macarthur
[4] 100andchange
[4] research

Top Words in Tweet in G10:
[17] chief_ventures
[17] ginnyham
[17] dcasha
[17] dhinchcliffe
[16] gwynnek
[15] rwang0
[15] govjedi
[15] mkrigsman
[15] sarahamillican
[14] ask_tweety

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[458] mizize,seember1
[458] seember1,macfound
[458] macfound,omidyarnetwork
[421] ppmonitorng,mizize
[137] check,out
[110] 100andchange,proposal
[86] macfound,check
[55] new,report
[52] learn,more
[48] 100,million

Top Word Pairs in Tweet in G1:
[82] check,out
[56] macfound,check
[37] 100andchange,proposal
[35] learn,more
[35] out,humantollofjail
[35] humantollofjail,series
[35] series,profound
[35] profound,impacts
[35] impacts,incarceration
[35] incarceration,america

Top Word Pairs in Tweet in G2:
[37] macfound,marshallproj
[37] pretrial,detention
[35] report,shows
[35] shows,pretrial
[35] detention,declining
[35] declining,cities
[35] cities,rising
[35] rising,rural
[35] rural,counties
[29] safety_justice,macfound

Top Word Pairs in Tweet in G3:
[458] mizize,seember1
[458] seember1,macfound
[458] macfound,omidyarnetwork
[421] ppmonitorng,mizize
[48] omidyarnetwork,though
[36] omidyarnetwork,asked
[35] basic,education
[26] hm,chs
[26] chs,nanka
[25] omidyarnetwork,ajali

Top Word Pairs in Tweet in G4:
[23] 100andchange,proposal
[18] send,question
[18] question,idea
[18] idea,feedback
[18] feedback,100andchange
[18] 100andchange,vision
[18] vision,tweet
[18] tweet,using
[18] using,openlibrariesama
[17] internetarchive,send

Top Word Pairs in Tweet in G5:
[30] 100andchange,proposal
[21] river,blindness
[19] macfound,100andchange
[16] volunteers,key
[16] key,part
[16] part,cartercenter's
[13] cartercenter's,100andchange
[13] dr,frank
[12] frank,richards
[10] w,dr

Top Word Pairs in Tweet in G6:
[7] lautech,go
[7] go,extinction
[7] extinction,lautech
[7] lautech,become
[7] become,history
[7] history,save
[7] save,lautech
[7] lautech,fundlautech
[7] fundlautech,scoantbjoshua
[7] scoantbjoshua,renoomokri

Top Word Pairs in Tweet in G7:
[15] impact,investing
[13] macfound,chitrust
[13] funders,counter
[13] counter,chitrust
[13] chitrust,macfound
[11] benefitchicago,helping
[8] social,impact
[7] playing,out
[7] out,chicago
[7] funders,trying

Top Word Pairs in Tweet in G8:
[33] macfound,nsrprogramme
[17] no2hatespeech,yzyau
[16] no2hatespeech,macfound
[14] yzyau,macfound
[11] hate,speech
[10] abdullahiabduji,abdouljyze
[9] nsrprogramme,unhumanrights
[8] abdouljyze,chiromahope
[8] unhumanrights,barristerby
[7] yzyau,nsrprogramme

Top Word Pairs in Tweet in G9:
[6] macfound,philanthropy
[6] philanthropy,world
[6] world,embracing
[6] embracing,impinv
[4] impinv,fastcompany
[4] macfound,research
[4] research,jennifer
[4] jennifer,eberhardt
[4] eberhardt,jurafsky
[4] jurafsky,both

Top Word Pairs in Tweet in G10:
[17] chief_ventures,ginnyham
[15] ginnyham,dcasha
[15] dcasha,rwang0
[15] rwang0,govjedi
[15] govjedi,mkrigsman
[15] mkrigsman,dhinchcliffe
[15] dhinchcliffe,gwynnek
[15] gwynnek,sarahamillican
[14] ask_tweety,chief_ventures
[14] sarahamillican,tech_hypomanic

Top Replied-To
Top Replied-To in Entire Graph:
@macfound
@mizize
@verainstitute
@jeffbezos
@multco
@danpallotta
@stacypalmer
@apainc
@omac4u
@edmorata

Top Replied-To in G1:
@macfound
@danpallotta
@jeffbezos
@stacypalmer
@ablimpact
@alanhudson1
@eji_org
@lin_manuel
@climatecentral
@socinnovation

Top Replied-To in G2:
@verainstitute
@macfound
@apainc
@safety_justice
@usjusticeaction
@johnfpfaff

Top Replied-To in G3:
@mizize
@edmorata
@ppmonitorng

Top Replied-To in G5:
@macfound
@richardbranson

Top Replied-To in G6:
@macfound
@lekanfatodu
@benolugbuo

Top Replied-To in G7:
@kelwinsbigideas
@insidephilanthr
@lw_21
@metroplanners
@benefitchicago
@macfound

Top Replied-To in G8:
@macfound
@daily_trust
@yzyau
@harirawakili
@nsrprogramme
@isahcitad

Top Replied-To in G10:
@fcc_cio
@chief_ventures

Top Mentioned
Top Mentioned in Entire Graph:
@macfound
@omidyarnetwork
@seember1
@mizize
@ppmonitorng
@safety_justice
@internetarchive
@cartercenter
@verainstitute
@nsrprogramme

Top Mentioned in G1:
@macfound
@cartercenter
@cureblindness
@internetarchive
@safety_justice
@ojaifestivals
@jurafsky
@verainstitute
@reddit_ama
@morningclimate

Top Mentioned in G2:
@safety_justice
@macfound
@verainstitute
@marshallproj
@prosecutordave
@apainc
@usjusticeaction
@wsj
@aclu
@ahilan_toolong

Top Mentioned in G3:
@macfound
@omidyarnetwork
@seember1
@mizize
@ppmonitorng
@fastcompany
@mellonfdn
@kartikchandran1
@neh_odh
@sshrc_crsh

Top Mentioned in G4:
@macfound
@internetarchive
@brewster_kahle
@youtube
@dpla
@clirdlf
@ala
@mitpress
@whanamura
@cartercenter

Top Mentioned in G5:
@macfound
@cartercenter
@reddit_ama
@theirc
@sesameworkshop
@bizofgive
@nadawelattar
@internetarchive
@avpn_asia
@harvestplus

Top Mentioned in G6:
@macfound
@cleenfoundation
@ukwuomaibe
@benolugbuo
@cslsnigeria
@adaufonduegboka
@m
@scoantbjoshua
@renoomokri
@saharareporters

Top Mentioned in G7:
@macfound
@chitrust
@benefitchicago
@insidephilanthr
@joycefdn
@kendedafund
@ikachoris
@calvert_fdn
@metroplanners
@i

Top Mentioned in G8:
@macfound
@nsrprogramme
@yzyau
@abdouljyze
@us_aliyu
@isahcitad
@ashshaza1
@harirawakili
@citad3
@abdullahiabduji

Top Mentioned in G10:
@ginnyham
@dcasha
@dhinchcliffe
@chief_ventures
@gwynnek
@rwang0
@govjedi
@mkrigsman
@sarahamillican
@ask_tweety

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@vrai777
@honeymoongondol
@sectest9
@vipmediaevent
@bot_innovation
@forgetmebot
@foxcinemas
@dailypostngr
@vanguardngrnews

Top Tweeters in G1:
@bot_innovation
@nytimes
@washingtonpost
@pcdnetwork
@kaluagwu12
@mercnews
@southerngemgal
@shyduroff
@sidelinedbuddah
@ew

Top Tweeters in G2:
@donotgiveuphope
@suzanneinlgb
@wsj
@deray
@mctv419
@jjohnson2u
@juliesbooks
@jqk7194
@progressivepush
@mogulazam

Top Tweeters in G3:
@zippylab
@fastcompany
@wimgrommen
@nick_zen
@pndblog
@un
@seunonigbinde
@fastcoideas
@jogbosky
@jeannebondsnc

Top Tweeters in G4:
@robre62
@drrimmer
@fuckclevernames
@wmichellewho
@thunkinoutloud
@virtadpt
@textfiles
@xionyc
@peri_gisele
@rbanffy

Top Tweeters in G5:
@twilight2000
@gmartinezmolina
@clancyreports
@abusulayman
@jessandunnotis
@discovermag
@jeremiahliles1
@gumptionology
@peanut_brigade
@michaeldacosta

Top Tweeters in G6:
@dailypostngr
@premiumtimesng
@naijama
@channelstv
@saharareporters
@ladunliadi
@budgitng
@eienigeria
@yelesowore
@osiwa1

Top Tweeters in G7:
@xandertaylor3
@andreafaythe
@neilmartis17
@socialchangeaus
@ezraklein
@publicnarrative
@cliniclegal
@metroplanners
@insidephilanthr
@ctemp

Top Tweeters in G8:
@vanguardngrnews
@daily_trust
@ninanjira
@guardiannigeria
@thenationnews
@aleeyu786
@sunnewsnigeria
@ngrsenate
@sfcg_
@unhumanrights

Top Tweeters in G9:
@vrai777
@honeymoongondol
@forgetmebot
@foxcinemas
@lloydziel
@progrowthhacker
@andysugs
@redcrew
@mrsyiswhy
@pessimistpapi

Top Tweeters in G10:
@rwang0
@mkrigsman
@dhinchcliffe
@chief_ventures
@gwynnek
@ginnyham
@gnageshrao
@ask_tweety
@dcasha
@jtaschek