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#GHC17_2017-10-12_10-53-24.xlsx
#GHC17_2017-10-12_10-53-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 12, 2017
Short Description:
#GHC17 via NodeXL http://bit.ly/2i7LsBe
@ghc
@tim_cook
@gkimbwala
@brendadardenw
@kecatlin
@melindagates
@dr_black
@anitab_org
@billgates

Description:
Description
The graph represents a network of 7,138 Twitter users whose recent tweets contained "#GHC17", 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 Thursday, 12 October 2017 at 22:24 UTC.

The tweets in the network were tweeted over the 6-day, 19-hour, 25-minute period from Thursday, 05 October 2017 at 22:34 UTC to Thursday, 12 October 2017 at 18:00 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 : 7138
Unique Edges : 12596
Edges With Duplicates : 5486
Total Edges : 18082
Self-Loops : 2577
Reciprocated Vertex Pair Ratio : 0.0363175005947189
Reciprocated Edge Ratio : 0.0700895248297498
Connected Components : 561
Single-Vertex Connected Components : 397
Maximum Vertices in a Connected Component : 6262
Maximum Edges in a Connected Component : 16945
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.179535
Graph Density : 0.000256537062548757
Modularity : 0.557925
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[119] http://www.tech-heroines.org/
[65] https://ghc.anitab.org/ghc-17-livestream/
[42] https://biztechmagazine.com/article/2017/10/grace-hopper-celebration-2017-women-still-face-hurdles-getting-tech
[41] https://www.patreon.com/techmums
[40] https://www.youtube.com/watch?v=huesXxWY33g
[38] http://gag.gl/KTKtWt
[21] https://aws.amazon.com/careers/security?sc_channel=sm&sc_campaign=Recruiting_Hiring&sc_publisher=TWITTER&sc_country=Global&sc_geo=GLOBAL&sc_outcome=awareness&trk=_TWITTER&sc_content=diversity&linkId=43172081
[20] https://aws.amazon.com/we-power-tech/?sc_channel=sm&sc_campaign=Recruiting_Hiring&sc_publisher=TWITTER&sc_country=Global&sc_geo=GLOBAL&sc_outcome=awareness&trk=_TWITTER&sc_content=diversity&linkId=43216938
[20] http://thegroundtruthproject.org/tech-industry-needs-people-disabilities-vice-versa/
[18] https://twitter.com/pythondj/status/916081947402743809

Top URLs in Tweet in G1:
[37] https://ghc.anitab.org/ghc-17-livestream/
[37] http://gag.gl/KTKtWt
[35] https://www.youtube.com/watch?v=huesXxWY33g
[30] https://biztechmagazine.com/article/2017/10/grace-hopper-celebration-2017-women-still-face-hurdles-getting-tech
[12] http://www.huffingtonpost.com/entry/the-amazing-grace-hopper-a-computer-science-pioneer_us_5803ff97e4b0985f6d15735e
[12] https://twitter.com/tim_cook/status/916420386966855680
[10] https://twitter.com/thisismetis/status/916400873281949696
[9] https://twitter.com/thisismetis/status/916394644514074626
[7] https://www.facebook.com/voiceofamerica/videos/10155204480283074/
[7] https://www.eiseverywhere.com/ehome/index.php?eventid=212774&tabid=556987&cid=1738254&sessionid=16582726&sessionchoice=1&

Top URLs in Tweet in G2:
[1] https://www.cnet.com/news/women-computer-science-majors-diversity-tech-grace-hopper-students/?ftag=COS-05-10aaa0b&linkId=43292370
[1] https://ghc.anitab.org/ghc-17-livestream/
[1] https://twitter.com/i/web/status/916699450877399040

Top URLs in Tweet in G3:
[11] https://medium.com/capitalonetech/good-to-go-a-language-that-makes-it-easy-for-engineers-to-talk-to-each-other-17ad0f47f76c
[7] https://campus.capitalone.com/gracehopper/?ss=paid?utm_source=twitter.com&utm_campaign=grace_hopper_2017&utm_medium=social_media&utm_content=paid_search&ss=paid
[6] https://giveaway.amazon.com/p/b6eb049b4d5016f5/?ref_=tsm_4_tw_h_dashboard&utm_content=bufferc9595&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://twitter.com/CapitalOneTech/carousels/915670127252836352
[5] https://twitter.com/tcedith27/status/916382659215085568
[4] http://www.thoughtworks.com/ghc17?utm_campaign=ghc-17&utm_medium=social&utm_source=twitter&utm_content=&utm_term=
[4] https://twitter.com/_theplugdaily/status/916137690072059904
[4] https://ad.doubleclick.net/ddm/clk/406041252;206288734;z?https://campus.capitalone.com/gracehopper/?ss=paid?utm_source=facebook.com&utm_campaign=grace_hopper_2017&utm_medium=social_media&utm_content=paid_search&ss=paid
[4] https://twitter.com/lesbiantech/status/916092608748830721
[4] https://news.microsoft.com/features/theres-path-women-tech-trailblazers-newcomers-connect-grace-hopper-inspiration-real-world-advice/?utm_source=tw&utm_medium=organic&utm_campaign=cmg_as

Top URLs in Tweet in G4:
[2] https://www.instagram.com/p/BZ6WzgLnxTA/
[2] https://twitter.com/ghc/status/916067991665758214
[2] https://ghc.anitab.org/ghc-17-livestream/
[2] https://twitter.com/gkimbwala/status/915948792846876672
[1] https://twitter.com/i/web/status/916294354507059201
[1] https://twitter.com/i/web/status/916361381695324160
[1] https://twitter.com/i/web/status/916132495229407233
[1] https://twitter.com/i/web/status/918281894914957312
[1] https://twitter.com/i/web/status/917834533948465152
[1] https://twitter.com/i/web/status/916393105938538496

Top URLs in Tweet in G5:
[5] http://www.techrepublic.com/article/the-state-of-women-in-computer-science-an-investigative-report/
[4] https://biztechmagazine.com/article/2017/10/grace-hopper-celebration-2017-melinda-gates-pushes-get-more-women-tech
[4] https://www.geekwire.com/2017/live-melinda-gates-grace-hopper-celebration-women-computing/?utm_content=bufferdde8c&utm_medium=tweet&utm_source=Twitter&utm_campaign=buffer
[4] https://www.instagram.com/p/BZ8tsCnljHy
[4] https://www.qualcomm.com/invention/technologies/lte/advanced-pro/cellular-v2x
[4] https://www.cnet.com/news/melinda-gates-women-in-tech-grace-hopper/
[2] https://twitter.com/MicrosoftWomen/status/915975027849355265
[2] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/GyLrwS
[2] https://twitter.com/StarFeuri/status/916086769069813760
[2] https://twitter.com/melindagates/status/915623349111414785

Top URLs in Tweet in G6:
[4] https://aws.amazon.com/careers/security?sc_channel=sm&sc_campaign=Recruiting_Hiring&sc_publisher=TWITTER&sc_country=Global&sc_geo=GLOBAL&sc_outcome=awareness&trk=_TWITTER&sc_content=diversity&linkId=43172081
[3] http://thegroundtruthproject.org/tech-industry-needs-people-disabilities-vice-versa/
[2] https://twitter.com/MicrosoftWomen/status/916057924597719040
[2] https://www.fiverr.com/cc_pranto/edit-your-scanned-jpg-png-pdf-documents-files-originally
[2] https://ghc.anitab.org/ghc-17-livestream/
[2] https://twitter.com/gkimbwala/status/915948792846876672
[2] https://twitter.com/i/web/status/916338513368551425
[2] https://twitter.com/i/web/status/916367713001283585
[2] https://twitter.com/kath4short/status/916374668722036736
[2] https://www.youtube.com/watch?v=lxoLqZrUHaA

Top URLs in Tweet in G7:
[10] http://r.socialstudio.radian6.com/4eba2cb0-68a2-49e2-b08f-044661101f73
[9] https://siliconangle.com/blog/2017/10/04/ais-human-element-dissected-at-grace-hopper-women-in-tech-event-ghc17/
[5] http://fortune.com/2017/10/03/microsoft-cto-grace-hopper-photos/
[5] https://www.pscp.tv/w/bKU0XjF3QkVBZG1QWWxZalB8MU9kS3JvWGJEWFhHWCx0LQt3QltCV7KfiJKx_Q7p3O1cGcUxRv4OMo8YOb8h
[4] http://r.socialstudio.radian6.com/796f0ee0-8563-4d0e-982c-75296111c4d4
[4] https://www.linkedin.com/pulse/we-want-more-women-tech-julie-sweet/
[3] http://r.socialstudio.radian6.com/3a702372-ad25-4578-9e13-1199851f0ebc
[3] http://r.socialstudio.radian6.com/b743e81c-fca6-4704-bb79-06b6ab1e17d3
[3] https://runongirlrunon.github.io/notes-from-ghc17
[3] http://science.sciencemag.org/content/353/6301/790

Top URLs in Tweet in G8:
[8] https://ghc.anitab.org/
[6] https://news.microsoft.com/features/theres-path-women-tech-trailblazers-newcomers-connect-grace-hopper-inspiration-real-world-advice/
[4] https://twitter.com/CleverestGirl22/status/908778388587995136
[3] https://ghc.anitab.org/ghc-17-livestream/
[3] https://www.pscp.tv/w/bKZm8zE3MTg1MzN8MXJtR1Bxb1FwakxKTkjnuV0uJ1YkUGBGdWTcA29ybu1tcJQ4uTd--KH_ZFtK
[3] https://news.cs.washington.edu/2017/10/05/paul-g-allen-school-out-in-force-at-grace-hopper-celebration/
[2] https://twitter.com/i/web/status/916367713001283585
[2] https://www.linkedin.com/slink?code=gJRDGn9
[2] https://twitter.com/microsoft/status/916025827300564992
[1] https://twitter.com/i/web/status/913815425653313536

Top URLs in Tweet in G9:
[3] http://www.tech-heroines.org/
[3] http://www.refinery29.com/2017/10/174044/anita-borg-survey-grace-hopper
[2] https://implicit.harvard.edu/implicit/index.jsp
[1] https://www.instagram.com/p/BZ8-HL8FI9C0OQZnEM8VaAYUJsQ1QXJ40i3t0c0/
[1] https://twitter.com/i/web/status/915764641682378753
[1] http://techintersections.org/speakers/candice-morgan/
[1] https://twitter.com/i/web/status/916314832441434114
[1] https://twitter.com/i/web/status/916156334432833536
[1] https://twitter.com/i/web/status/915635662174474240
[1] https://twitter.com/i/web/status/915555937716449280

Top URLs in Tweet in G10:
[92] http://www.tech-heroines.org/
[32] https://www.patreon.com/techmums
[3] https://www.instagram.com/p/BZ6HDaShGNt/
[2] https://vimeo.com/205235300
[2] https://ghc.anitab.org/ghc-17-livestream/
[2] https://www.instagram.com/p/BZ46aZVlKSF/
[2] https://twitter.com/Qualcomm/status/915709870040633344
[1] https://twitter.com/i/web/status/918256561662939136
[1] https://www.qualcomm.com/news/onq/2017/10/04/qualcomm-spotlights-exciting-tech-advances-grace-hopper-event
[1] https://www.cnet.com/news/melinda-gates-women-in-tech-grace-hopper/

Top Domains
Top Domains in Tweet in Entire Graph:
[1688] twitter.com
[177] instagram.com
[142] youtube.com
[132] ziftsolutions.com
[119] tech-heroines.org
[104] anitab.org
[62] linkedin.com
[61] biztechmagazine.com
[59] amazon.com
[41] patreon.com

Top Domains in Tweet in G1:
[451] twitter.com
[94] ziftsolutions.com
[74] youtube.com
[51] anitab.org
[37] gag.gl
[33] instagram.com
[32] biztechmagazine.com
[22] eiseverywhere.com
[14] linkedin.com
[14] huffingtonpost.com

Top Domains in Tweet in G2:
[1] cnet.com
[1] anitab.org
[1] twitter.com

Top Domains in Tweet in G3:
[208] twitter.com
[37] youtube.com
[16] medium.com
[14] amazon.com
[7] capitalone.com
[6] doubleclick.net
[5] codewithveni.com
[4] thoughtworks.com
[4] microsoft.com
[3] google.com

Top Domains in Tweet in G4:
[18] twitter.com
[2] instagram.com
[2] anitab.org
[1] biztechmagazine.com
[1] honeywell.com

Top Domains in Tweet in G5:
[62] twitter.com
[15] voicestorm.com
[7] po.st
[6] geekwire.com
[5] biztechmagazine.com
[5] techrepublic.com
[5] instagram.com
[4] qualcomm.com
[4] cnet.com
[2] chasinggracefilm.com

Top Domains in Tweet in G6:
[128] twitter.com
[53] instagram.com
[17] linkedin.com
[5] amazon.com
[5] paper.li
[5] anitab.org
[5] youtube.com
[5] cnet.com
[4] ziftsolutions.com
[3] thegroundtruthproject.org

Top Domains in Tweet in G7:
[91] twitter.com
[31] radian6.com
[10] linkedin.com
[10] siliconangle.com
[9] pscp.tv
[7] instagram.com
[5] fortune.com
[3] github.io
[3] sciencemag.org
[2] tech-heroines.org

Top Domains in Tweet in G8:
[54] twitter.com
[11] anitab.org
[7] microsoft.com
[3] linkedin.com
[3] pscp.tv
[3] washington.edu
[2] instagram.com
[2] youtube.com
[2] eiseverywhere.com
[1] crohnscolitisfoundation.org

Top Domains in Tweet in G9:
[21] twitter.com
[3] tech-heroines.org
[3] refinery29.com
[2] instagram.com
[2] harvard.edu
[1] techintersections.org
[1] benevolent.net
[1] biztechmagazine.com
[1] linkedin.com

Top Domains in Tweet in G10:
[92] tech-heroines.org
[40] twitter.com
[32] patreon.com
[6] instagram.com
[5] amazon.com
[2] vimeo.com
[2] linkedin.com
[2] anitab.org
[1] qualcomm.com
[1] cnet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12263] ghc17
[2098] womenintech
[191] microsoftlife
[152] blackgirlmagic
[147] blackwomenintech
[144] blacktechmecca
[124] ghc
[105] upwardtogether
[102] ghc2017
[93] gracehopper



Top Hashtags in Tweet in G1:
[3366] ghc17
[321] womenintech
[117] blackgirlmagic
[113] blackwomenintech
[113] blacktechmecca
[54] ghc
[51] abieaward
[47] microsoftlife
[37] wepowertech
[35] stem

Top Hashtags in Tweet in G2:
[615] ghc17
[612] womenintech
[5] aapl
[1] iaspire

Top Hashtags in Tweet in G3:
[896] ghc17
[162] womenintech
[78] upwardtogether
[70] lwtsquad
[41] capitalonepartner
[36] intuitlife
[26] thecube
[26] investedintech
[25] bydn
[21] lwtsummit

Top Hashtags in Tweet in G4:
[483] ghc17
[8] womenintech
[8] blackwomenintech
[7] blackgirlmagic
[7] blacktechmecca
[4] gradcohort
[3] tech
[3] strongwomenmakehistory
[2] square
[2] diversity

Top Hashtags in Tweet in G5:
[583] ghc17
[36] womenintech
[32] tech
[21] gracehopper
[13] throughhereyes
[9] uwallen
[7] microsoftlife
[7] computerscience
[7] technology
[6] keynote

Top Hashtags in Tweet in G6:
[504] ghc17
[44] womenintech
[17] microsoftlife
[11] infosec
[11] hpproud
[10] cybersecurity
[5] orlando
[5] sapatghc
[5] datadrivenpm
[5] tech

Top Hashtags in Tweet in G7:
[537] ghc17
[66] womenintech
[54] bethefuture
[48] gettingtoequal
[20] ghc2017
[18] ai
[8] wdaylife
[7] blackgirlmagic
[5] diverse
[5] technology

Top Hashtags in Tweet in G8:
[548] ghc17
[104] womenintech
[93] microsoftlife
[15] fridayfeeling
[14] connectyourpassion
[9] datadrivenpm
[5] technology
[5] suspendbeliefforoneday
[5] blackgirlmagic
[5] blackwomenintech

Top Hashtags in Tweet in G9:
[354] ghc17
[210] womenintech
[14] maleallies
[9] workatnm
[7] gracehopper
[7] womenincompilers
[7] llvm
[6] ghc2017
[4] intercomghc17
[3] anitaborginstitute

Top Hashtags in Tweet in G10:
[372] ghc17
[159] womenintech
[28] cybersecurity
[25] ghc2017
[24] infosec
[14] ald17
[14] ald2017
[13] socialimpact
[12] abie
[9] womeninstem

Top Words
Top Words in Tweet in Entire Graph:
[11640] Words in Sentiment List#1: Positive
[1760] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[197315] Non-categorized Words
[210715] Total Words
[12255] ghc17
[2307] women
[2104] womenintech
[1953] tech
[1355] ghc

Top Words in Tweet in G1:
[3356] ghc17
[784] ghc
[521] women
[410] tech
[321] womenintech
[212] anitab_org
[190] debbiebere
[186] keynote
[176] brendadardenw
[165] great

Top Words in Tweet in G2:
[615] ghc17
[613] many
[612] saluting
[612] womenintech
[612] representing
[612] apple
[612] helping
[612] build
[612] future
[612] industry

Top Words in Tweet in G3:
[896] ghc17
[168] women
[162] womenintech
[140] thecube
[123] tech
[106] up
[104] ghc
[100] https
[82] booth
[79] thoughtworks

Top Words in Tweet in G4:
[483] ghc17
[412] women
[409] tech
[406] gkimbwala
[391] conference
[390] case
[390] wondered
[390] 20k
[390] looked
[13] black

Top Words in Tweet in G5:
[583] ghc17
[245] women
[245] tech
[208] s
[193] billgates
[177] melindagates
[161] melinda
[153] pathways
[147] new
[146] support

Top Words in Tweet in G6:
[504] ghc17
[75] women
[45] tech
[44] grace
[44] hopper
[44] womenintech
[32] day
[32] great
[30] booth
[30] amazing

Top Words in Tweet in G7:
[537] ghc17
[158] drfeifei
[148] women
[122] see
[104] diane
[103] greene
[100] accenture
[98] abie
[97] leadership
[97] proud

Top Words in Tweet in G8:
[548] ghc17
[173] microsoftwomen
[168] microsoft
[121] women
[104] womenintech
[99] tech
[95] come
[93] microsoftlife
[90] booth
[76] one

Top Words in Tweet in G9:
[354] ghc17
[210] womenintech
[210] people
[203] many
[199] see
[195] up
[194] wonder
[194] pipeline
[194] problem
[193] kecatlin

Top Words in Tweet in G10:
[372] ghc17
[194] dr_black
[159] womenintech
[102] out
[101] tech
[99] awesome
[96] check
[96] fabulous
[92] heroines
[92] site

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1192] women,tech
[950] many,womenintech
[672] apple,ghc17
[669] ghc17,helping
[668] helping,build
[667] saluting,many
[667] womenintech,representing
[666] representing,apple
[666] build,future
[662] future,industry

Top Word Pairs in Tweet in G1:
[270] women,tech
[221] ghc,ghc17
[157] tech,ghc17
[121] black,women
[119] grace,hopper
[113] blackgirlmagic,blackwomenintech
[113] blackwomenintech,blacktechmecca
[113] blacktechmecca,black
[112] brendadardenw,blackgirlmagic
[87] ghc17,ghc

Top Word Pairs in Tweet in G2:
[612] saluting,many
[612] many,womenintech
[612] womenintech,representing
[612] representing,apple
[612] apple,ghc17
[612] ghc17,helping
[612] helping,build
[612] build,future
[612] future,industry
[605] tim_cook,saluting

Top Word Pairs in Tweet in G3:
[60] wrapping,up
[50] women,tech
[47] ghc17,https
[42] follow,thecube
[41] trip,ghc
[40] thecube,womenintech
[38] lwtsquad,ghc17
[36] fabulous,trip
[34] up,another
[34] another,fabulous

Top Word Pairs in Tweet in G4:
[401] women,tech
[390] case,wondered
[390] wondered,conference
[390] conference,20k
[390] 20k,women
[390] tech,looked
[390] looked,ghc17
[389] gkimbwala,case
[8] black,women
[7] brendadardenw,blackgirlmagic

Top Word Pairs in Tweet in G5:
[182] women,tech
[144] support,create
[144] create,new
[144] new,pathways
[144] pathways,women
[144] tech,s
[144] s,message
[144] message,melinda
[144] melinda,bringing
[144] bringing,ghc17

Top Word Pairs in Tweet in G6:
[44] grace,hopper
[18] ghc17,womenintech
[15] hopper,celebration
[15] ghc17,orange
[15] orange,county
[15] convention,center
[14] last,day
[14] county,convention
[13] women,tech
[11] day,ghc17

Top Word Pairs in Tweet in G7:
[103] diane,greene
[94] big,congrats
[94] congrats,diane
[94] greene,technical
[94] technical,leadership
[94] leadership,abie
[94] abie,award
[94] award,ghc17
[94] ghc17,proud
[94] proud,see

Top Word Pairs in Tweet in G8:
[73] women,tech
[70] help,awe
[70] awe,18k
[70] 18k,womenintech
[70] womenintech,come
[70] come,together
[70] together,ghc17
[70] ghc17,humbled
[69] microsoftwomen,help
[69] humbled,inspire

Top Word Pairs in Tweet in G9:
[196] many,womenintech
[194] see,many
[194] womenintech,wonder
[194] wonder,up
[194] up,people
[194] people,pipeline
[194] pipeline,problem
[194] problem,ghc17
[193] kecatlin,see
[15] women,tech

Top Word Pairs in Tweet in G10:
[96] check,out
[92] tech,heroines
[92] heroines,site
[91] site,ghc17
[91] ghc17,pls
[84] think,womenintech
[84] womenintech,awesome
[84] awesome,course
[84] course,check
[82] dr_black,think

Top Replied-To
Top Replied-To in Entire Graph:
@ghc
@noradenzel
@debbiebere
@dr_black
@simgurulyndsay
@tellewhitney
@melindagates
@githubeducation
@womentechmakers
@intuit

Top Replied-To in G1:
@ghc
@noradenzel
@debbiebere
@tellewhitney
@melindagates
@womentechmakers
@voanews
@brendadardenw
@dr_black
@anitab_org

Top Replied-To in G3:
@ghc
@intuit
@kgibilterra
@disneycareers
@cainc
@thoughtworks
@christanewsom
@hilarysburns
@racheltobac
@rorybudnick

Top Replied-To in G4:
@onehoneywell
@ana_m_medina
@nikitatmitchell
@oracleiaas
@gkimbwala

Top Replied-To in G5:
@raschandahall
@jasminelilyb

Top Replied-To in G7:
@drfeifei
@juliesweet2
@ghc
@barbaraortutay
@shammalmuj
@jojojoheeley
@boisestatecs
@debbiebere
@accentureusjobs

Top Replied-To in G8:
@ghc
@microsoft
@twi_mar
@wsu_noel_schulz
@oracleiaascloud
@indukhosla
@awmmath
@kayceesue
@debbiebere
@jasideshow

Top Replied-To in G9:
@dr_black
@maryamumar
@mikecurtis
@neelima_jadhav
@drfeifei
@mollycain

Top Replied-To in G10:
@dr_black
@zuffle
@ruthef
@tellewhitney
@melindagates
@vmealer

Top Mentioned
Top Mentioned in Entire Graph:
@ghc
@tim_cook
@gkimbwala
@anitab_org
@dr_black
@kecatlin
@microsoftwomen
@melindagates
@billgates
@debbiebere

Top Mentioned in G1:
@ghc
@anitab_org
@debbiebere
@brendadardenw
@womentechmakers
@noradenzel
@tellewhitney
@systers_org
@netapp
@netapp_wit

Top Mentioned in G2:
@tim_cook
@lizhkelly
@ncwit
@ghc

Top Mentioned in G3:
@thecube
@ghc
@lesbiantech
@thoughtworks
@jkhoey
@capitalonetech
@joannaparke
@anitab_org
@cassidoo
@capitalonejobs

Top Mentioned in G4:
@gkimbwala
@ghc
@brendadardenw
@tamarbercovici
@jikpapa
@deborahhanus
@tesla
@billgates
@pwc_us_careers
@kaceykaso

Top Mentioned in G5:
@billgates
@melindagates
@louiseylai
@ghc
@biztechmagazine
@microsoftwomen
@goldieblox
@lynnsaratore
@rachelsibande
@gkimbwala

Top Mentioned in G6:
@theawesomenat
@trv_careers
@cswanier
@vt_mit
@rockensepia

Top Mentioned in G7:
@drfeifei
@sundarpichai
@accenture
@maryspio
@juliesweet2
@pauldaugh
@smithmegan
@jikpapa
@ghc
@ai4allorg

Top Mentioned in G8:
@microsoftwomen
@microsoft
@ghc
@microsoftjobs
@melindagates
@katkelsch
@surface
@billgates
@tmyerson
@msftresearch

Top Mentioned in G9:
@kecatlin
@betterallies
@ghc
@evinrobinson
@nmcareers
@maryamumar
@pinterest
@dmhart13
@gkimbwala
@airbnbeng

Top Mentioned in G10:
@dr_black
@techmumshq
@patreon
@ghc
@qualcomm
@jkhoey
@ruthef
@thepooluk
@savingbletchley
@msr163

Top Tweeters
Top Tweeters in Entire Graph:
@t_hisashi
@americanair
@nuevomedio
@nilimajumder
@startuprealtime
@monicasloves
@sectest9
@kat4obama
@ebertolaccini
@globol10

Top Tweeters in G1:
@nuevomedio
@alevergara78
@huffpost
@andysugs
@habbradley
@data_nerd
@noteworthywifey
@loveunderlaw
@virtualofficesu
@mizzcandy09

Top Tweeters in G2:
@t_hisashi
@judehaste_write
@dayavjfreak
@birdwriter7
@frato_rt_bot
@marciojmsilva
@pedrohen
@raumunz
@nekogamisama311
@lenautilus

Top Tweeters in G3:
@nilimajumder
@startuprealtime
@delta
@walmart
@watermelondriia
@qubrat1s
@4billlewis
@slackhq
@owlbelief
@iamdrwill

Top Tweeters in G4:
@janviernoir
@yoda
@cptleto
@exiledsurfer
@martingaedt
@damienmckenna
@fabularcierto
@die_primel
@penstone
@coreyhaines

Top Tweeters in G5:
@monicasloves
@sectest9
@kat4obama
@clairebotai
@securitynews6
@infosecurity99
@anvilpanow
@treyfreedom
@paulmwatson
@scsmorishita

Top Tweeters in G6:
@ebertolaccini
@msdtechnews
@ltholmes
@thestoxlab
@mariuskarma
@redcrew
@bryce_ward
@maxgattoni
@beronacci
@h_fakhr

Top Tweeters in G7:
@michcorsilles
@benacheson
@ellevatentwk
@mogulazam
@ghumber720
@ayirpelle
@marieclaire
@bdsharmas
@iamrealmarvin
@buntysoftbunty

Top Tweeters in G8:
@ani
@xbox
@littlebitsofall
@luizgilsonjr
@surface
@mobius___strip
@qualityninja
@julielerman
@innerfury4k
@hasssaaannn

Top Tweeters in G9:
@asher_wolf
@waweru
@kenyanpundit
@scanmyphotos
@drdaveobrien
@refinery29
@lizquilty
@catehstn
@wiredferret
@sonnylebythebay

Top Tweeters in G10:
@evankirstel
@alizardx
@song_title
@kulganofcrydee
@someinfosecbot
@serengetisun
@tkingdot
@katebevan
@dr_black
@socialgoodstuff