melinda gates, Twitter, 5/15/2019 4:03:41 PM, 196940


FAQ | Problem?

melinda gates_2019-05-15_03-01-35.xlsx
melinda gates_2019-05-15_03-01-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
melinda gates via NodeXL http://bit.ly/2HrFTXn
@melindagates
@poppyharlowcnn
@ncmnps
@cnbc
@astrologic007
@pjesella
@gatesfoundation
@alikhedery
@cnbcmakeit
@wired

Top hashtags:
#bossfiles
#momentoflift
#women
#mothersday
#noreplytwitter
#donate
#support
#retweet

Description:
Description
The graph represents a network of 5,248 Twitter users whose tweets in the requested range contained "melinda gates", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 15 May 2019 at 10:03 UTC.

The requested start date was Monday, 13 May 2019 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 10-day, 9-hour, 13-minute period from Thursday, 02 May 2019 at 14:47 UTC to Monday, 13 May 2019 at 00:00 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 : 5248
Unique Edges : 5823
Edges With Duplicates : 1486
Total Edges : 7309
Number of Edge Types : 3
Tweet : 1593
Mentions : 5329
Replies to : 387
Self-Loops : 1593
Reciprocated Vertex Pair Ratio : 0.00944154278826838
Reciprocated Edge Ratio : 0.0187064676616915
Connected Components : 1460
Single-Vertex Connected Components : 1096
Maximum Vertices in a Connected Component : 2139
Maximum Edges in a Connected Component : 3908
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.053853
Graph Density : 0.000182486682285348
Modularity : 0.702721
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[113] https://www.cnbc.com/video/2018/02/13/bill-and-melinda-gates-say-its-unfair-they-have-so-much-money.html?__source=twitter|makeit
[70] https://www.wired.com/story/melinda-gates-tech-women-empowerment
[58] https://www.pbs.org/newshour/show/melinda-gates-on-her-foundations-work-and-the-need-to-lift-up-women-worldwide
[56] https://www.wired.com/story/melinda-gates-tech-women-empowerment/
[52] https://www.inspire2serve.gov/reports/interim
[52] https://www.facebook.com/notes/peter-jesella/comments-to-melinda-gates-on-what-grads-need-to-hear-time-mag-pg-19-61118/1706337679444808/
[52] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html
[51] https://www.inspire2serve.gov/content/events
[45] https://www.businessinsider.com/best-leadership-qualities-love-empathy-melinda-gates-2019-5
[41] https://www.kickstarter.com/projects/1198357323/malaria-1-killer-disease-of-children-under-age-5-w

Top URLs in Tweet in G1:
[62] https://www.wired.com/story/melinda-gates-tech-women-empowerment
[33] https://www.businessinsider.com/best-leadership-qualities-love-empathy-melinda-gates-2019-5
[27] https://apple.news/AAEJK9jOzRLS0pPuXoh989g
[23] https://www.wired.com/story/melinda-gates-tech-women-empowerment/
[22] https://www.wired.com/story/melinda-gates-tech-women-empowerment?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html
[12] https://www.theguardian.com/us-news/2019/may/05/melinda-gates-interview-the-moment-of-lift-gates-foundation
[12] https://www.theguardian.com/us-news/2019/may/05/melinda-gates-interview-the-moment-of-lift-gates-foundation?CMP=Share_iOSApp_Other
[10] http://unfoundationblog.org/wp-content/uploads/2014/03/5women-4.jpg
[10] https://www.linkedin.com/pulse/massive-hidden-cost-womens-unpaid-work-melinda-gates/

Top URLs in Tweet in G2:
[44] https://www.pbs.org/newshour/show/melinda-gates-on-her-foundations-work-and-the-need-to-lift-up-women-worldwide
[12] https://www.bloomberg.com/news/videos/2019-05-07/melinda-gates-on-her-book-the-moment-of-lift-about-empowering-women-in-the-workplace-video
[7] http://www.cc.com/video-clips/2lu84b/the-daily-show-with-trevor-noah-melinda-gates----the-moment-of-lift--and-giving-back-on-a-global-scale---extended-interview?xrs=synd_twitter_042519_tds_81
[6] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html
[4] https://datebook.sfchronicle.com/books/melinda-gates-offers-confessions-and-keys-to-gender-equality-in-new-book
[4] https://www.seattletimes.com/life/melinda-gates-reveals-her-marital-struggles-in-hopes-of-empowering-all-women/
[3] https://www.wired.com/story/melinda-gates-tech-women-empowerment/
[3] https://www.dallasnews.com/arts/books/2019/05/02/book-tour-melinda-gates-bringing-message-empowerment-dallas?utm_content=bufferf551e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.businessinsider.com/best-leadership-qualities-love-empathy-melinda-gates-2019-5
[3] https://www.theguardian.com/us-news/2019/may/05/melinda-gates-interview-the-moment-of-lift-gates-foundation?CMP=share_btn_tw

Top URLs in Tweet in G4:
[52] https://www.inspire2serve.gov/reports/interim
[52] https://www.facebook.com/notes/peter-jesella/comments-to-melinda-gates-on-what-grads-need-to-hear-time-mag-pg-19-61118/1706337679444808/
[51] https://www.inspire2serve.gov/content/events

Top URLs in Tweet in G5:
[109] https://www.cnbc.com/video/2018/02/13/bill-and-melinda-gates-say-its-unfair-they-have-so-much-money.html?__source=twitter|makeit
[21] https://trib.al/YZtHwKn
[11] https://trib.al/aoeqMB0
[5] https://trib.al/s7OCsq8
[4] https://trib.al/VaSzedA
[3] https://www.wired.com/story/melinda-gates-tech-women-empowerment?utm_source=twitter&utm_brand=wired&mbid=social_tw_backchannel&utm_medium=social&utm_social-type=owned
[2] https://trib.al/322IuPn
[1] https://trib.al/PvMzIeL
[1] https://trib.al/XVSRfED
[1] https://trib.al/kKhRxvn

Top URLs in Tweet in G6:
[22] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html
[21] https://thoughteconomics.com/melinda-gates/
[19] https://www.computerweekly.com/news/252462997/Reducing-poverty-through-fintech-at-the-Bill-and-Melinda-Gates-Foundation
[13] https://www.theguardian.com/us-news/2019/may/05/melinda-gates-interview-the-moment-of-lift-gates-foundation
[7] http://bit.ly/2HbaHg6
[3] http://fortune.com/longform/bill-melinda-gates-worlds-greatest-leaders/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[2] https://www.computerweekly.com/news/252462997/Reducing-poverty-through-fintech-at-the-Bill-and-Melinda-Gates-Foundation?platform=hootsuite
[2] https://www.nytimes.com/interactive/2019/04/15/magazine/melinda-gates-foundation-interview.html
[1] https://www.shondaland.com/inspire/a27425896/melinda-gates-mother-taught-me-set-my-own-agenda/?sf102558813=1
[1] https://www.cnn.com/2019/04/23/perspectives/melinda-gates-gender-bias-farming/index.html?sf101665089=1

Top URLs in Tweet in G7:
[6] http://www.cnn.com/2019/04/23/perspectives/melinda-gates-gender-bias-farming/index.html
[4] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html?utm_medium=social&utm_source=twmoney&utm_content=2019-05-06T14:29:45
[4] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html
[4] http://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html
[3] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html?utm_medium=social&utm_source=twmoney&utm_content=2019-05-06T12:46:06
[3] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html?utm_medium=social&utm_source=twmoney&utm_content=2019-05-06T17:46:32
[3] https://podcasts.apple.com/us/podcast/melinda-gates-the-moment-of-lift/id1201282406?i=1000437270962
[3] http://bit.ly/2Pr6Gqq?xid=time_socialflow_twitter&utm_medium=socialflowtw&utm_source=twitter.com&utm_campaign=time#0e3bc275-fd0c-4675-9a34-1d012af032c3?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[2] https://www.cnn.com/2019/05/06/success/melinda-gates-ai-gender-equality/index.html?sr=twCNN050619melinda-gates-ai-gender-equality1034AMVODtop
[1] https://trib.al/cP3SFMr

Top URLs in Tweet in G8:
[2] http://fortune.com/longform/bill-melinda-gates-worlds-greatest-leaders/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[2] https://www.livemint.com/companies/people/i-ve-had-to-learn-that-i-have-the-right-to-use-my-own-voice-melinda-gates-1556902281156.html
[2] http://fortune.com/longform/bill-melinda-gates-worlds-greatest-leaders/
[2] https://www.latimes.com/books/la-ca-jc-moment-of-lift-melinda-gates-review-20190424-story.html
[2] https://thriveglobal.com/stories/bill-and-melinda-gates-do-the-dishes-together-every-night-and-it-represents-something-every-strong-marriage-has/
[2] https://www.linkedin.com/pulse/massive-hidden-cost-womens-unpaid-work-melinda-gates/
[1] https://trib.al/FlA2e5D
[1] https://twitter.com/LinkedInEditors/status/1123623261299007488
[1] https://www.hindustantimes.com/books/review-the-moment-of-lift-by-melinda-gates/story-nqMJpu3o0XXgI6C0sFx8nK.html
[1] https://trib.al/Mqi4mwV

Top URLs in Tweet in G10:
[20] https://www.wired.com/story/melinda-gates-tech-women-empowerment/?mbid=social_twitter_onsiteshare
[15] https://www.wired.com/story/melinda-gates-tech-women-empowerment/
[2] https://www.wired.co.uk/article/melinda-gates-venture-capital-diversity
[2] https://ia.acs.org.au/article/2019/melinda-gates--we-need-more-women-in-technology.html
[2] https://twitter.com/businessinsider/status/1125479899752538112
[1] https://www.wired.com/story/melinda-gates-tech-women-empowerment/?curator=TechREDEF
[1] https://www.wired.com/story/melinda-gates-tech-women-empowerment/?utm_source=twitter&utm_medium=social&utm_campaign=wired&utm_brand=wired&utm_social-type=owned&mbid=social_twitter
[1] https://www.wired.com/story/melinda-gates-tech-women-empowerment?utm_source=twitter&utm_medium=social&utm_social-type=owned&utm_campaign=wired&utm_brand=wired&mbid=social_twitter
[1] https://www.wired.com/story/melinda-gates-tech-women-empowerment
[1] https://www.techmeme.com/190511/p1

Top Domains
Top Domains in Tweet in Entire Graph:
[193] wired.com
[143] cnbc.com
[120] cnn.com
[118] businessinsider.com
[103] inspire2serve.gov
[100] theguardian.com
[88] lnkd.in
[82] trib.al
[68] pbs.org
[67] twitter.com

Top Domains in Tweet in G1:
[122] wired.com
[75] lnkd.in
[59] businessinsider.com
[44] theguardian.com
[38] goodreads.com
[32] twitter.com
[32] apple.news
[31] cnn.com
[24] linkedin.com
[24] cnet.com

Top Domains in Tweet in G2:
[48] pbs.org
[14] cnn.com
[12] bloomberg.com
[7] businessinsider.com
[7] theguardian.com
[7] nytimes.com
[7] cc.com
[5] wired.com
[5] seattletimes.com
[4] vanityfair.com

Top Domains in Tweet in G4:
[103] inspire2serve.gov
[52] facebook.com

Top Domains in Tweet in G5:
[110] cnbc.com
[51] trib.al
[4] wired.com
[1] marketwatch.com

Top Domains in Tweet in G6:
[24] cnn.com
[22] computerweekly.com
[21] thoughteconomics.com
[14] theguardian.com
[8] bit.ly
[4] fortune.com
[2] net.au
[2] nytimes.com
[2] nationalnonprofits.org
[1] shondaland.com

Top Domains in Tweet in G7:
[28] cnn.com
[3] trib.al
[3] apple.com
[3] bit.ly
[1] cnbc.com
[1] iita.org
[1] businessinsider.com

Top Domains in Tweet in G8:
[4] fortune.com
[2] trib.al
[2] twitter.com
[2] livemint.com
[2] latimes.com
[2] thriveglobal.com
[2] theguardian.com
[2] linkedin.com
[1] hindustantimes.com
[1] marketwatch.com

Top Domains in Tweet in G10:
[39] wired.com
[2] co.uk
[2] org.au
[2] twitter.com
[1] techmeme.com
[1] trib.al
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] bossfiles
[85] momentoflift
[82] women
[69] mothersday
[65] noreplytwitter
[58] donate
[58] support
[58] retweet
[58] share
[57] twitterapathy



Top Hashtags in Tweet in G1:
[31] momentoflift
[20] melindagates
[15] billgates
[13] leadership
[12] business
[12] global
[11] quote
[11] women
[10] philanthropy
[10] technology

Top Hashtags in Tweet in G2:
[54] mothersday
[35] bnpodcast
[13] momentoflift
[13] diversity
[12] hellomonday
[12] inclusion
[9] forthelovepodcast
[8] childmarriage
[8] forcedmarriage
[4] women

Top Hashtags in Tweet in G4:
[65] noreplytwitter
[57] twitterapathy
[52] gatesus
[39] civiced
[6] normal
[4] carnegiedcg
[4] mcfaul
[4] cameronbarr
[4] danbalz
[3] fareedzakaria

Top Hashtags in Tweet in G5:
[1] yanggang
[1] newgreendeal
[1] lyndonlarouche
[1] nwo
[1] bookrecommendations
[1] warrenbuffett
[1] barackobama

Top Hashtags in Tweet in G6:
[37] women
[27] fintech
[26] ai
[22] bias
[13] products
[13] future
[9] mobilemoney
[5] empathy
[4] iot
[4] datasecurity

Top Hashtags in Tweet in G7:
[86] bossfiles
[3] momentoflift
[3] agriculture
[3] gender
[2] women
[2] ai
[2] bias
[1] fintech

Top Hashtags in Tweet in G8:
[2] india
[2] melindagates
[2] microsoftlife
[2] momentoflift
[2] optimist
[1] invasion
[1] brandambassador
[1] instagram
[1] indian
[1] ilovekhandwa

Top Hashtags in Tweet in G10:
[19] womenintech
[8] womeninstem
[8] women
[3] men
[3] shame
[3] dads
[3] mums
[2] womeninbusiness
[2] startup
[2] equality

Top Words
Top Words in Tweet in Entire Graph:
[3695] Words in Sentiment List#1: Positive
[1354] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[104612] Non-categorized Words
[109661] Total Words
[3590] gates
[3334] melinda
[1405] bill
[1121] women
[853] melindagates

Top Words in Tweet in G1:
[1178] gates
[1119] melinda
[339] bill
[291] women
[199] empowerment
[197] up
[176] tech
[155] s
[146] foundation
[145] women's

Top Words in Tweet in G2:
[570] melindagates
[156] melinda
[154] gates
[114] bill
[106] women
[96] poverty
[93] book
[91] children
[88] fight
[80] years

Top Words in Tweet in G3:
[259] 2
[237] 5
[215] world's
[215] powerful
[215] women
[215] 2018
[215] 1
[215] angela
[215] merkel
[215] theresa

Top Words in Tweet in G4:
[66] 99
[65] #noreplytwitter
[64] reply
[61] report
[61] inspire2serveus
[57] #twitterapathy
[56] 15
[55] 16
[53] topic
[53] 1

Top Words in Tweet in G5:
[185] gates
[168] melinda
[158] cnbc
[136] bill
[130] cnbcmakeit
[109] unfair
[109] much
[109] wealth
[49] barack
[49] obama

Top Words in Tweet in G6:
[107] melinda
[96] gates
[71] gatesfoundation
[70] bill
[52] melindagates
[50] foundation
[37] #women
[33] spirosmargaris
[31] interview
[31] co

Top Words in Tweet in G7:
[189] gates
[153] melinda
[139] poppyharlowcnn
[95] cnn
[86] #bossfiles
[63] latest
[63] episode
[62] tells
[46] interview
[44] one

Top Words in Tweet in G8:
[72] gates
[66] melinda
[62] billgates
[60] melindagates
[38] bill
[37] women
[27] s
[25] bmgfindia
[18] greatest
[18] 2019

Top Words in Tweet in G9:
[234] gates
[117] microsoft'un
[117] sahibi
[117] bill
[117] ve
[117] eşi
[117] melinda
[117] birlikte
[117] bulaşık
[117] yıkıyorlarmış

Top Words in Tweet in G10:
[104] wired
[102] women
[75] tech
[74] empowerment
[66] melinda
[65] gates
[45] melindagates
[41] down
[40] talk
[40] industry

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3146] melinda,gates
[842] bill,melinda
[410] gates,foundation
[328] bill,gates
[244] moment,lift
[239] christine,lagarde
[237] angela,merkel
[234] 2018,1
[234] 1,angela
[234] merkel,2

Top Word Pairs in Tweet in G1:
[1068] melinda,gates
[203] bill,melinda
[141] gates,tech
[129] gates,foundation
[127] women's,empowerment
[125] tech,wake
[125] wake,up
[102] up,women's
[94] moment,lift
[94] bill,gates

Top Word Pairs in Tweet in G2:
[145] melinda,gates
[87] fight,poverty
[72] gates,foundation
[72] universal,access
[72] access,contraceptives
[72] contraceptives,matter
[72] matter,woman
[72] woman,space
[72] space,children
[72] children,three

Top Word Pairs in Tweet in G3:
[215] world's,powerful
[215] powerful,women
[215] women,2018
[215] 2018,1
[215] 1,angela
[215] angela,merkel
[215] merkel,2
[215] 2,theresa
[215] theresa,3
[215] 3,christine

Top Word Pairs in Tweet in G4:
[57] #noreplytwitter,#twitterapathy
[55] 15,16
[54] inspire2serveus,15
[52] 1,23
[50] vets,reply
[50] #twitterapathy,normal
[47] rpublicservice,1
[46] interim,report
[45] 99,9
[44] topic,inspire2serveus

Top Word Pairs in Tweet in G5:
[168] melinda,gates
[112] bill,melinda
[109] gates,unfair
[109] unfair,much
[109] much,wealth
[109] wealth,cnbcmakeit
[108] cnbc,bill
[49] barack,obama
[32] warren,buffett
[26] capitalism,needs

Top Word Pairs in Tweet in G6:
[95] melinda,gates
[69] bill,melinda
[50] gates,foundation
[33] spirosmargaris,melinda
[29] interview,melindagates
[28] melindagates,co
[28] co,chair
[28] chair,gatesfoundation
[27] reducing,poverty
[27] poverty,through

Top Word Pairs in Tweet in G7:
[145] melinda,gates
[63] latest,episode
[63] episode,#bossfiles
[62] #bossfiles,melinda
[62] gates,tells
[62] tells,poppyharlowcnn
[47] cnn,latest
[44] gates,one
[44] one,first
[44] first,female

Top Word Pairs in Tweet in G8:
[58] melinda,gates
[24] bill,melinda
[17] greatest,leaders
[12] billgates,melindagates
[12] women,s
[10] bill,gates
[10] read,billgates
[10] respect,fan
[10] fan,rezvan
[9] education,family

Top Word Pairs in Tweet in G9:
[117] microsoft'un,sahibi
[117] sahibi,bill
[117] bill,gates
[117] gates,ve
[117] ve,eşi
[117] eşi,melinda
[117] melinda,gates
[117] gates,birlikte
[117] birlikte,bulaşık
[117] bulaşık,yıkıyorlarmış

Top Word Pairs in Tweet in G10:
[65] melinda,gates
[33] gates,tech
[33] women's,empowerment
[31] industry,embrace
[30] wake,up
[30] tech,industry
[29] tech,wake
[29] up,women's
[27] embrace,women
[27] women,s

Top Replied-To
Top Replied-To in Entire Graph:
@melindagates
@billgates
@paulkrugman
@nobelprize
@realdonaldtrump
@joesilverman7
@julie_kelly2
@foxnewssunday
@aoc
@tictoc

Top Replied-To in G2:
@melindagates
@billgates
@lrbookey
@mygenneve
@tonyposnanski
@jenhatmaker
@bengdressen
@nancysinatra
@mishmashmisty
@bnparamus

Top Replied-To in G4:
@donnamneary
@alexanderrach
@joebeone
@nouriel
@saltconference
@davidperlman
@twitterdesign
@paperlemonade
@modeledbehavior
@allinwithchris

Top Replied-To in G5:
@cnbci
@cnbc
@schuldensuehner

Top Replied-To in G6:
@gatesfoundation
@melindagates
@moce_o

Top Replied-To in G7:
@cnn
@poppyharlowcnn
@androidcentral

Top Replied-To in G8:
@melindagates
@billgates
@bmgfindia
@gulsen_ozlem1
@gatesus
@matthewherper
@suedhellmann
@gatesfoundation
@chrissyfarr
@thalhayasir

Top Replied-To in G10:
@melindagates

Top Mentioned
Top Mentioned in Entire Graph:
@melindagates
@spectatorindex
@cnbc
@poppyharlowcnn
@cnbcmakeit
@avukatergunn
@gatesfoundation
@cnn
@wired
@inspire2serveus

Top Mentioned in G1:
@100womenaus
@viralbuzznews1
@pairsonnalitesu
@pairsonnalitesd
@jmvpmd_phelan
@louo53
@iftf
@laraxellar
@kizlarsoruyor
@changarrin

Top Mentioned in G2:
@melindagates
@vanityfair
@newshour
@bnreviewer
@tableau
@data2x
@gaviseth
@linkedineditors
@emilychangtv
@aselipsky

Top Mentioned in G3:
@spectatorindex
@xgohub

Top Mentioned in G4:
@inspire2serveus
@rpublicservice
@ncmnps
@pjesella
@melindagates
@bloombergbeta
@youngsrichard
@dwallacewells
@kenlcg
@protctdemocracy

Top Mentioned in G5:
@cnbc
@cnbcmakeit
@marketwatch
@cnbci
@backchnnl
@businessinsider
@laurengoode
@wiredbusiness
@emmiemartin

Top Mentioned in G6:
@gatesfoundation
@melindagates
@spirosmargaris
@computerweekly
@kamelchida
@karlfl
@gaylinjee
@mrvikas
@betterthan_cash
@gavi

Top Mentioned in G7:
@poppyharlowcnn
@cnn
@cnnbusiness
@melindagates
@cnnnewsroom
@time
@j_cornelius1
@deanales_uofa
@g
@spirosmargaris

Top Mentioned in G8:
@billgates
@melindagates
@bmgfindia
@fortunemagazine
@barackobama
@melin
@gatesfoundation
@cliftonleaf
@ilatif
@blue_leadership

Top Mentioned in G9:
@avukatergunn

Top Mentioned in G10:
@wired
@melindagates
@emilydreyfuss
@katieleininger
@buck_dossey
@techmeme
@nrockmartin
@womenintech
@laurengoode
@caitlin__kelly

Top Tweeters
Top Tweeters in Entire Graph:
@hernanporrasm
@belizean_bz
@usmananwar78
@rashidaldosari
@silberworldnews
@robinsnewswire
@pairsonnalitesu
@liputan6dotcom
@afropages
@vrai777

Top Tweeters in G1:
@hernanporrasm
@usmananwar78
@silberworldnews
@robinsnewswire
@pairsonnalitesu
@afropages
@vrai777
@myalliesnews
@titrespresse
@feedjunkie

Top Tweeters in G2:
@nilimajumder
@dawnarickelz
@nytimes
@nihaustin
@lkjtexas
@ghostdansing
@annie5133
@thenurse75
@machinelearn_d
@andytoronto

Top Tweeters in G3:
@skibabs
@maul_azar
@foladapo_
@d_swegg
@north_princ3
@hrh_bukhosi
@princessmutanu
@maxdt
@iluvdwy
@hgabrielacevedo

Top Tweeters in G4:
@washingtonpost
@ft
@noahpinion
@educationweek
@benshapiro
@postlocal
@davidperlman
@charlie_simpson
@hoarsewisperer
@modeledbehavior

Top Tweeters in G5:
@tradnews_
@cnbc
@ajaygolmalgobi
@marketwatch
@africaupdates
@mikesimap
@amys_bus_ticket
@cosmunity
@donengene
@cnbci

Top Tweeters in G6:
@fintechna
@santchiweb
@vanalich
@carolndosi
@spirosmargaris
@zuzudotai
@bcabanetwork
@haydentiff
@tamaramccleary
@paganchild

Top Tweeters in G7:
@rashidaldosari
@real_infinity95
@sherryflrealtor
@maryalicebisho2
@sherazkhantt
@cnn
@ikateufel
@njmike731
@cwindley
@diannemando

Top Tweeters in G8:
@daily_trust
@bbkenn92
@smoothsale
@fortunemagazine
@bjp4india
@scanmyphotos
@godblessyou_yah
@nytopinion
@ayshardzn
@444sai

Top Tweeters in G9:
@yaseminarikan1
@padmefatale
@deesseintellig
@mustafakaykal
@oguzeris
@gokaybirkan
@muhsin_mhsn74
@zubeydekaraman1
@eburcu
@ysmnbjk01

Top Tweeters in G10:
@jcsura
@lovetogive2
@swirlosquirrel
@persistentpengn
@ceektechnology
@blissepithet
@thekenyeung
@kefish
@techmeme
@kcgreen17