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Womenintech5.15copy.xlsx
Womenintech5.15copy.xlsx
From:
amkeuler
Uploaded on:
May 19, 2017
Short Description:
#womenintech OR ((woman OR women OR female) AND ("in tech" OR "in technology" OR "in STEM")) via NodeXL http://bit.ly/2qBBOJt
@

Description:
Description
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 : 12446
Unique Edges : 20454
Edges With Duplicates : 0
Total Edges : 20454
Self-Loops : 2678
Reciprocated Vertex Pair Ratio : 0.0366828016562664
Reciprocated Edge Ratio : 0.0707695769576958
Connected Components : 2219
Single-Vertex Connected Components : 1227
Maximum Vertices in a Connected Component : 7580
Maximum Edges in a Connected Component : 14916
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.59239
Graph Density : 0.000114764969077826
Modularity : 0.823563
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[75] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818
[63] https://medium.com/m/global-identity?redirectUrl=https://code.likeagirl.io/i-am-a-woman-in-tech-and-this-is-what-i-want-in-a-company-f6177569a287
[56] http://www.refinery29.com/2017/05/153631/eva-longoria-latina-women-in-stem-essay
[34] https://mic.com/articles/175136/women-in-tech-1000-names-no-more-all-male-panels-conferences
[33] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818?utm_content=buffer607ab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[31] https://www.linkedin.com/pulse/im-woman-tech-heres-how-i-think-we-can-recruit-more-danielle-merfeld-1
[29] https://ec.europa.eu/eusurvey/runner/2b839429-386c-c66a-65c7-5c1184301a50
[29] https://www.wearethecity.com/need-women-tech-cheryl-giovannoni/
[26] https://www.forbes.com/sites/catescottcampbell/2017/05/08/the-limit-does-not-exist-creative-brainpower-and-badass-women-in-stem/
[25] http://tamaramccleary.com/

Top URLs in Tweet in G1:
[18] https://www.entrepreneur.com/article/293916
[13] http://www.theinternetofthings.eu/gsm-it-examines-experiences-women-and-men-working-techcomputing-india-and-uk
[12] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818
[11] http://www.refinery29.com/2017/05/153631/eva-longoria-latina-women-in-stem-essay
[11] https://newsroom.accenture.com/news/accentures-annette-rippert-honored-with-leadership-award-from-women-in-technology.htm?utm_source=dlvr.it&utm_medium=twitter
[9] http://www.biztechmagazine.com/article/2017/05/new-mothers-technology-6-women-who-have-led-tech-2010
[8] https://qz.com/380163/actual-words-my-coworkers-have-said-to-me-a-woman-in-tech/
[6] http://www.forbes.com/sites/catescottcampbell/2017/05/08/the-limit-does-not-exist-creative-brainpower-and-badass-women-in-stem/
[6] http://www.myfrugalbusiness.com/2016/12/marissa-mayer-entrepreneur-startup-quotes-yahoo.html
[5] http://www.riverfronttimes.com/stlouis/its-tough-being-a-woman-in-tech-codergirls-mentors-hope-to-change-just-that/Content?oid=5134575

Top URLs in Tweet in G2:
[10] http://www.curiousminds.nz/profiles/mahsa-mohaghegh/
[9] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818
[9] http://blumint.co/anna-greta-tsahkna-timbeter/?utm_source=Twitter&utm_medium=Social&utm_campaign=Gr001-Ca00001-Women_In_Business&utm_content=Anna_Greta_Tsahkna
[9] http://www.curiousminds.nz/profiles/aleisha-amohia/?utm_source=t.co&utm_medium=referral&utm_campaign=techweek
[8] http://www.huffingtonpost.com/entry/this-22-year-old-is-already-an-engineer-at-nasa_us_5894c59be4b0c1284f25c913?ncid=engmodushpmg00000004&utm_medium=social&utm_campaign=postplanner&utm_source=twitter.com
[8] http://techweek.co.nz/news/women-in-tech-at-techweek17/
[7] https://www.youtube.com/watch?v=DP2aIssG-nA&feature=youtu.be
[7] http://partner.comcast.com/be-part-of-our-global-female-founder-story/?utm_content=buffercb71f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.computerworld.com/article/3195837/it-careers/this-mother-s-day-a-look-at-women-in-it.html
[4] https://entwickler.de/online/development/women-in-tech-katrin-pflugfelder-579794769.html?utm_source=twitter&utm_medium=social&utm_content=entwickler

Top URLs in Tweet in G3:
[47] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818
[33] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818?utm_content=buffer607ab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[29] https://www.linkedin.com/pulse/im-woman-tech-heres-how-i-think-we-can-recruit-more-danielle-merfeld-1
[19] http://mashable.com/2016/01/22/women-in-stem-global/?utm_content=bufferb8b58&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#C7oxEWCR.uqq
[16] https://www.entrepreneur.com/slideshow/293974?platform=hootsuite
[15] http://tamaramccleary.com/
[8] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818?utm_content=buffer9b986&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://medium.com/@womenwhotech/101-london-women-in-tech-to-follow-on-twitter-86837b14eb18
[8] http://www.informationweek.com/strategic-cio/women-in-tech-leadership-is-good-for-business---how-to-achieve-it/a/d-id/1328818?platform=hootsuite
[8] https://www.theguardian.com/careers/2017/may/02/women-technology-2017-sheryl-sandberg-marissa-mayer?utm_content=buffera2ff9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[53] https://medium.com/m/global-identity?redirectUrl=https://code.likeagirl.io/i-am-a-woman-in-tech-and-this-is-what-i-want-in-a-company-f6177569a287
[22] https://mic.com/articles/175136/women-in-tech-1000-names-no-more-all-male-panels-conferences
[14] http://www.riverfronttimes.com/stlouis/its-tough-being-a-woman-in-tech-codergirls-mentors-hope-to-change-just-that/Content?oid=5134575
[12] http://www.nytimes.com/2016/05/04/technology/women-in-tech-band-together-to-track-diversity-after-hours.html?_r=0
[10] https://code.likeagirl.io/i-am-a-woman-in-tech-and-this-is-what-i-want-in-a-company-f6177569a287?utm_content=buffer78240&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://www.usatoday.com/story/tech/news/2016/05/03/project-include-tackles-diversity-in-tech/83871844/
[7] http://www.npr.org/templates/story/story.php?storyId=357629765&utm_content=bufferd522d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://medium.com/m/global-identity?redirectUrl=https://code.likeagirl.io/women-in-tech-are-we-telling-the-right-story-d430b2ff897e
[6] http://www.refinery29.com/2017/05/153631/eva-longoria-latina-women-in-stem-essay?utm_content=bufferdee89&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://paper.li/just_kate/1297608252?edition_id=937a24e0-37ea-11e7-bec1-0cc47a0d15fd

Top URLs in Tweet in G5:
[19] http://www.healthcareitnews.com/news/prolific-ibm-inventor-lisa-seacat-deluca-be-inducted-women-technology-hall-fame
[19] https://www.onlineeducation.com/women-breaking-barriers/data-science-and-analytics
[12] https://www.professionalwomanmag.com/2017/05/09/girl-scouts-urges-young-girls-science/
[7] http://www.pxltd.ca/2017/05/08/why-the-focus-on-women-in-stem-at-microstrategy-world-was-so-important-to-me/
[7] http://chicago-woman.com/profiles/influencers/women-in-stem-dr-lateefah-stanford/?__prclt=jh2G4mAc
[7] http://www.healthcareitnews.com/news/3-ways-ibm-engages-women-technology-thrive-workforce
[6] http://www.technori.com/tag/katy-lynch/
[6] https://www.tripwire.com/state-of-security/security-data-protection/need-women-cyber-security/?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter
[5] http://mailchi.mp/a45d0079c52b/crackle-and-pop-were-talkin-smack
[5] http://chicago-woman.com/profiles/influencers/women-in-stem-katy-lynch/

Top URLs in Tweet in G6:
[11] http://www.women-in-technology.com/track-one
[8] http://fashnerd.com/2017/04/groundbreaking-innovations-females-tech-talent/
[7] https://www.fastcompany.com/40405364/seven-ways-ive-learned-from-other-women-to-fight-imposter-syndrome?utm_content=bufferabfee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.inc.com/john-boitnott/30-inspirational-women-to-watch-in-tech-2017.html?utm_content=buffer61e2e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://www.women-in-technology.com/
[6] https://twitter.com/maddoxwintec/status/862641207364726785
[6] http://www.techforbritain.co.uk
[5] https://hackernoon.com/women-in-information-security-kat-sweet-ff05179650fa
[5] http://tamaramccleary.com/
[5] https://iotuk.org.uk/where-are-all-the-women-in-tech/?utm_content=buffer1f181&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[6] https://onmogul.com/stories/girls-who-code-why-women-who-pursue-a-career-in-tech-will-land-some-of-the-most-lucrative-jobs-available-today?utm_content=buffer362b1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://twitter.com/shestarts/status/862147644604297216
[4] http://www.uoweis.co/phd-student-secures-geoscience-australia-internship/
[3] http://bethesda.afceachapters.org/?q=content/young-afcea-women-technology-2017
[3] http://blogs.wsj.com/cio/2017/03/27/wal-mart-reorganizes-tech-group-to-strengthen-mobile/
[3] https://e-tangata.co.nz/news/rhonda-kite-too-brown-to-be-white
[2] https://apple.news/Ao8Vgh0KbSRqnfbwqkRIbpQ
[2] https://www.linkedin.com/pulse/how-use-linkedin-publishing-find-your-dream-job-cameron-craig?utm_content=buffere2930&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://technical.ly/baltimore/2017/05/02/smartlogic-women-in-tech-winners/?platform=hootsuite
[2] http://blumint.co/anna-greta-tsahkna-timbeter/?utm_source=Twitter&utm_medium=Social&utm_campaign=Gr001-Ca00001-Women_In_Business&utm_content=Anna_Greta_Tsahkna

Top URLs in Tweet in G8:
[8] https://manufacturingstories.com/the-golden-ticket-to-improving-manufacturing-productivity-armagard/?utm_content=buffer6361d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.britishplastics.co.uk/industry-events/event-aims-to-engineer-future-success-for-women-in-stem/#.WRXDtjQb9Hs.twitter
[6] http://www.mydomaine.com/equal-pay-for-women/slide4?utm_content=bufferf20a6&utm_medium=social&utm_source=twitter&utm_campaign=t_buffer
[5] http://www.pwc.co.uk/who-we-are/women-in-technology/jcr:content/overview-par/videoplayer/twitter.html#women-in-tech-at-pwc-montage
[5] https://www.flickr.com/photos/designfeast/15630098842/in/album-72157646639780594/?utm_content=buffer5fcdd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://manufacturingstories.com/growing-code-club-raspberry-pi/?utm_content=buffer63f71&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.siliconrepublic.com/careers/women-in-ict-eu-gender-gap
[4] http://www.isle.org/~langley/papers/archs.aaai17.pdf
[4] https://twitter.com/wowfest/status/862608379692318720
[3] https://www.eventbrite.co.uk/e/inspiring-women-in-technology-tickets-34242239460

Top URLs in Tweet in G9:
[8] http://www.inspiringfifty.com/
[4] http://www.beckershospitalreview.com/lists/110-women-in-medtech-to-know-2017.html
[3] http://www.pasadenanow.com/main/women-tech-ceos-from-kosovo-to-california-talk-business-share-personal-experiences-as-leaders/
[3] https://goo.gl/forms/cpp88CapoZN4Mq4y2
[3] https://nvite.com/s/4wy9dv
[2] https://www.dreamhost.com/blog/2017/03/26/six-things-women-tech-tired-hearing/?ref=quuu&utm_content=buffer76480&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://goo.gl/eKB71O?utm_content=53852039&utm_medium=social&utm_source=twitter
[2] http://www.siliconbeat.com/2017/04/05/women-in-tech-offered-lower-salaries-than-men-often-because-they-asked-for-less-report/#.WRdDvsUXZ2E.twitter
[2] http://www.biztechmagazine.com/article/2017/05/new-mothers-technology-6-women-who-have-led-tech-2010?utm_content=bufferbc7c5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.enterprisemobilityexchange.com/eme-managed-mobility/articles/removing-self-doubt-women-in-tech-take-top-spots

Top URLs in Tweet in G10:
[24] https://www.forbes.com/sites/catescottcampbell/2017/05/08/the-limit-does-not-exist-creative-brainpower-and-badass-women-in-stem/
[9] https://www.youtube.com/watch?v=LKVEtnjGvxw&feature=youtu.be
[6] https://mic.com/articles/175136/women-in-tech-1000-names-no-more-all-male-panels-conferences#.BXC6JxVwb
[4] https://mic.com/articles/175136/women-in-tech-1000-names-no-more-all-male-panels-conferences#.vBQvJhmHF
[3] https://www.youtube.com/watch?v=_ExVOfRCYOY&feature=youtu.be
[3] https://www.forbes.com/sites/workday/2017/03/28/work-talk-episode-8-supporting-women-in-technology-careers-video/#1fa7b3284602
[3] https://www.instagram.com/p/BT9s4oJAvWZ/
[3] http://www.economist.com/blogs/graphicdetail/2017/03/daily-chart-0?fsrc=scn/fb/te/bl/ed/
[3] https://www.forbes.com/sites/giovannirodriguez/2017/04/30/sacramento-bets-on-women-to-help-lead-the-tech-economy/#105c4a6c7de6
[2] https://www.corecomconsulting.co.uk/woman-tech-join-community-inspired-create-future/?utm_content=buffer220e1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[1403] twitter.com
[157] forbes.com
[141] informationweek.com
[137] snip.ly
[134] paper.li
[127] medium.com
[125] linkedin.com
[116] co.uk
[109] mic.com
[92] refinery29.com

Top Domains in Tweet in G1:
[317] twitter.com
[49] linkedin.com
[29] fb.me
[27] forbes.com
[25] informationweek.com
[20] entrepreneur.com
[19] theinternetofthings.eu
[18] theguardian.com
[18] refinery29.com
[16] co.uk

Top Domains in Tweet in G2:
[253] twitter.com
[38] paper.li
[27] curiousminds.nz
[23] co.nz
[21] alleywatch.com
[17] forbes.com
[16] youtube.com
[14] co.uk
[10] dy.si
[10] medium.com

Top Domains in Tweet in G3:
[135] twitter.com
[127] snip.ly
[99] informationweek.com
[37] linkedin.com
[35] co.uk
[28] paper.li
[22] mashable.com
[21] medium.com
[20] entrepreneur.com
[17] theguardian.com

Top Domains in Tweet in G4:
[85] twitter.com
[63] medium.com
[61] mic.com
[27] likeagirl.io
[20] riverfronttimes.com
[13] refinery29.com
[12] nytimes.com
[11] paper.li
[11] huffingtonpost.com
[9] usatoday.com

Top Domains in Tweet in G5:
[55] twitter.com
[27] healthcareitnews.com
[19] onlineeducation.com
[17] paper.li
[14] chicago-woman.com
[12] professionalwomanmag.com
[7] pxltd.ca
[6] ziftsolutions.com
[6] technori.com
[6] tripwire.com

Top Domains in Tweet in G6:
[76] twitter.com
[23] women-in-technology.com
[15] fashnerd.com
[10] inc.com
[8] forbes.com
[7] womenofwearables.com
[7] fastcompany.com
[6] hackernoon.com
[6] google.com
[6] co.uk

Top Domains in Tweet in G7:
[44] twitter.com
[7] onmogul.com
[4] apple.news
[4] uoweis.co
[3] afceachapters.org
[3] wsj.com
[3] co.nz
[2] linkedin.com
[2] technical.ly
[2] blumint.co

Top Domains in Tweet in G8:
[50] twitter.com
[19] co.uk
[13] manufacturingstories.com
[6] mydomaine.com
[5] flickr.com
[4] siliconrepublic.com
[4] isle.org
[3] linkedin.com
[3] codepen.io
[3] mic.com

Top Domains in Tweet in G9:
[39] twitter.com
[8] inspiringfifty.com
[5] goo.gl
[4] paper.li
[4] forbes.com
[4] beckershospitalreview.com
[3] dreamhost.com
[3] eventbrite.com
[3] pasadenanow.com
[3] nvite.com

Top Domains in Tweet in G10:
[51] forbes.com
[38] twitter.com
[13] youtube.com
[11] co.uk
[10] mic.com
[8] inc.com
[8] linkedin.com
[5] instagram.com
[4] entrepreneur.com
[3] economist.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4889] womenintech
[592] stem
[558] tech
[379] womeninstem
[250] diversity
[235] msbuild
[218] twnz17
[194] women
[172] wintec17
[158] ai

Top Hashtags in Tweet in G1:
[373] womenintech
[65] stem
[45] tech
[41] startup
[23] women
[19] diversity
[19] womeninstem
[17] witla17
[16] entrepreneur
[16] iot

Top Hashtags in Tweet in G2:
[1260] womenintech
[213] twnz17
[92] tech
[68] stem
[56] autuni
[48] womeninstem
[47] startup
[31] girlswhocode
[28] diversity
[24] fintech

Top Hashtags in Tweet in G3:
[552] womenintech
[130] tech
[68] femalefounders
[56] women
[55] leadership
[48] womeninstem
[47] stem
[35] diversity
[35] ai
[30] saltsessions

Top Hashtags in Tweet in G4:
[187] womenintech
[57] diversity
[45] wit
[41] ohana
[33] txd17
[32] inclusion
[25] tech
[24] femalefounders
[15] stem
[11] vcwomen

Top Hashtags in Tweet in G5:
[239] womenintech
[104] womeninstem
[64] stem
[55] tech
[37] diversity
[29] powerofparity
[27] science
[24] steam
[20] technology
[19] icymi

Top Hashtags in Tweet in G6:
[296] womenintech
[67] wintec17
[27] tech
[26] ai
[25] iot
[23] womeninstem
[21] cybersecurity
[20] stem
[20] gendergap
[17] wearabletech

Top Hashtags in Tweet in G7:
[302] womenintech
[158] msbuild
[48] teamtactile
[20] girlswhocode
[19] prodev
[16] digitaleconomy
[10] innovation
[10] womeninstem
[9] live
[9] entrepreneur

Top Hashtags in Tweet in G8:
[206] womenintech
[52] tech
[44] wintec17
[24] shehack
[21] coding
[19] wintech17
[15] wowfest
[14] womenwhocode
[13] ai
[12] women

Top Hashtags in Tweet in G9:
[199] womenintech
[48] witla17
[43] stem
[39] women
[39] tech
[37] inspiringfiftysa
[29] womenpower
[16] msbuild
[15] wintec17
[13] dctech

Top Hashtags in Tweet in G10:
[148] womenintech
[19] tech
[13] stem
[9] wit
[9] usnp
[9] amyjohnson
[9] aviation
[9] engineering
[9] science
[8] solveatmit

Top Words
Top Words in Tweet in Entire Graph:
[6279] Words in Sentiment List#1: Positive
[1589] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[141773] Non-categorized Words
[149641] Total Words
[5597] rt
[4922] womenintech
[4359] women
[2911] tech
[1599] stem

Top Words in Tweet in G1:
[722] women
[452] tech
[373] womenintech
[229] stem
[181] technology
[101] amp
[94] leadership
[87] more
[85] female
[77] woman

Top Words in Tweet in G2:
[1264] womenintech
[1031] rt
[339] tech
[322] women
[214] twnz17
[164] amp
[115] autuni
[93] https
[92] stem
[92] techweeknz

Top Words in Tweet in G3:
[681] rt
[673] women
[556] tech
[555] womenintech
[183] stem
[145] leadership
[126] more
[117] via
[110] amp
[85] informationweek

Top Words in Tweet in G4:
[378] rt
[363] tech
[295] women
[187] womenintech
[93] diversity
[82] woman
[81] more
[78] leighanotleia
[77] via
[75] company

Top Words in Tweet in G5:
[264] womenintech
[252] rt
[232] women
[105] womeninstem
[97] stem
[92] technology
[82] tech
[71] ibm
[46] science
[43] hall

Top Words in Tweet in G6:
[296] womenintech
[271] rt
[150] women
[112] tech
[68] wintec17
[43] women_wearables
[42] marijabutkovic
[41] panel
[38] more
[31] silicon

Top Words in Tweet in G7:
[302] womenintech
[277] rt
[158] msbuild
[122] amp
[98] business
[93] reception
[89] msdev
[72] women
[70] http
[52] joychik

Top Words in Tweet in G8:
[207] rt
[206] womenintech
[115] tech
[95] women
[44] wintec17
[35] female
[34] sashlondon
[31] pwc_uk
[30] coding
[27] stem

Top Words in Tweet in G9:
[222] rt
[199] womenintech
[140] women
[101] tech
[55] witwomen
[52] stem
[48] witla17
[40] amp
[37] young
[37] inspiringfiftysa

Top Words in Tweet in G10:
[148] womenintech
[129] rt
[113] women
[75] tech
[57] forbes
[50] via
[38] stem
[33] creative
[32] brainpower
[32] badass

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1412] women,tech
[806] women,stem
[362] women,technology
[240] woman,tech
[214] more,women
[190] need,more
[165] gender,pay
[165] pay,gap
[153] women,color
[141] check,out

Top Word Pairs in Tweet in G1:
[257] women,tech
[137] women,technology
[128] women,stem
[42] woman,tech
[42] award,women
[41] annette,rippert
[41] leadership,award
[40] rippert,honored
[40] honored,leadership
[31] amp,best

Top Word Pairs in Tweet in G2:
[111] women,tech
[46] twnz17,womenintech
[45] rt,curiousmindsnz
[43] rt,autcareers
[35] womenintech,profile
[31] womenintech,panel
[31] profile,techweeknz
[29] tech,https
[27] lightning,talks
[25] womenintech,autuni

Top Word Pairs in Tweet in G3:
[314] women,tech
[119] women,stem
[80] rt,tamaramccleary
[76] tech,leadership
[69] leadership,good
[68] rt,stemettes
[68] good,business
[62] business,achieve
[61] more,women
[46] rt,girlsintech

Top Word Pairs in Tweet in G4:
[201] women,tech
[80] woman,tech
[71] 1,000
[71] want,company
[63] tech,want
[59] m,woman
[56] company,leighanotleia
[51] 000,names
[48] qualified,women
[47] here,1

Top Word Pairs in Tweet in G5:
[60] women,technology
[42] technology,hall
[42] hall,fame
[38] inducted,women
[32] womenintech,womeninstem
[28] ibm,inventor
[27] women,stem
[24] steam,tech
[23] more,women
[23] lisaseacat,inducted

Top Word Pairs in Tweet in G6:
[40] women,tech
[33] rt,women_wearables
[30] women,silicon
[29] silicon,roundabout
[24] womenintech,panel
[23] rt,marijabutkovic
[19] wintec17,womenintech
[17] more,women
[16] june,14
[15] 14,panel

Top Word Pairs in Tweet in G7:
[93] business,reception
[92] womenintech,amp
[92] amp,business
[89] rt,msdev
[86] reception,msbuild
[48] joychik,chats
[48] chats,teamtactile's
[48] teamtactile's,jialinshi
[48] jialinshi,womenintech
[48] msbuild,earlier

Top Word Pairs in Tweet in G8:
[45] women,tech
[22] rt,lpoolgirlgeeks
[15] women,stem
[15] lpoolgirlgeeks,revolutionary
[15] revolutionary,female
[15] female,panel
[15] panel,ready
[15] ready,wowfest
[15] wowfest,tax
[15] tax,robots

Top Word Pairs in Tweet in G9:
[34] women,stem
[30] women,tech
[29] young,women
[28] empower,young
[28] stem,womenpower
[28] womenpower,womenintech
[27] rt,therockbrook
[27] let's,empower
[26] therockbrook,let's
[24] women,technology

Top Word Pairs in Tweet in G10:
[36] women,tech
[32] creative,brainpower
[31] badass,women
[31] women,stem
[31] via,forbes
[30] brainpower,badass
[24] stem,via
[19] listen,now
[19] now,creative
[15] women,technology

Top Replied-To
Top Replied-To in Entire Graph:
@girlscouts
@gather_north
@melaniehannah
@lisamarijones
@sherylsandberg
@google
@girlswhocode
@jeanettejoy
@jesswade
@autuni

Top Replied-To in G1:
@5gguru

Top Replied-To in G2:
@autuni
@tastytrade
@msdiamondg
@emalagupta
@esvendo
@sherylsandberg
@jdrury_careers
@pioneers
@mrcraigbradshaw
@proudly_woman

Top Replied-To in G3:
@jessfraz
@infobldrs
@janethager
@jennifercloer
@juanitasoranno
@womenintechdk
@netflixdata
@girlswhocode
@grandcircusco
@fzwob

Top Replied-To in G4:
@melaniehannah
@just_kate
@mtrusler
@payscale
@marcelleau
@meagcity
@natesilver538
@sarah_edo
@brittaposner
@tristate_wit

Top Replied-To in G5:
@girlscouts
@365womeninstem
@wids_conference
@womenintech
@girlswhocode
@techwomen
@linkedin
@anitaborg_org
@wired
@usedgov

Top Replied-To in G6:
@google
@lolitataub
@stef
@msimms28
@paulnwmn

Top Replied-To in G7:
@microsoft
@navyarehani
@jeni_briere
@mikamckinnon

Top Replied-To in G8:
@gojektech
@jesswade
@mamacodes
@n1c0l_3
@martechconf
@feminsh
@sparklykate
@sallybogg
@marvalalex
@robmccargow

Top Replied-To in G9:
@actiumtoronto
@mdillingham12
@geekyreality
@girlsintech_wit
@amerikitten
@trishb1

Top Replied-To in G10:
@lisamarijones
@brenda_kearns
@wendydent
@heathriel
@sherylsandberg
@code_likeagirl
@goodformeo
@poshonpennies
@forbes
@kimmytaylor

Top Mentioned
Top Mentioned in Entire Graph:
@comparably
@jasonnazar
@_shamgod
@naeashlan
@tamaramccleary
@msdev
@techweeknz
@informationweek
@stemettes
@leighanotleia

Top Mentioned in G1:
@gobabypage
@ajanardhanan
@lattice80
@tenorllc
@lightpointsec

Top Mentioned in G2:
@techweeknz
@shesharp_nz
@autuni
@curiousmindsnz
@autcareers
@mahsabanoo
@techfutureslab
@kamikazilady
@colab_aut
@ga_chicago

Top Mentioned in G3:
@tamaramccleary
@informationweek
@stemettes
@girlsintech
@womensciaust
@womenwhocode
@renanigam
@dmerfeldge
@apec
@entrepreneur

Top Mentioned in G4:
@leighanotleia
@mic
@ambabka
@melaniehannah
@cindygallop
@salesforce
@charlieisaacs
@riverfronttimes
@kaporcapital
@launchcodergirl

Top Mentioned in G5:
@lisaseacat
@angelawlee
@ibm
@womenintech
@parity_partners
@chiwomanmag
@bethhagger1
@sarakatzpp
@thekatylynch
@codeverse

Top Mentioned in G6:
@women_wearables
@marijabutkovic
@maddoxwintec
@sallyeaves
@google
@fashnerd
@roar_media
@armjobs
@jpmorgan
@lolitataub

Top Mentioned in G7:
@msdev
@joychik
@jialinshi
@sitwithme
@canadianjames
@onmogul
@thebabereport
@microsoftwomen
@yafcea
@tifftpham

Top Mentioned in G8:
@sashlondon
@pwc_uk
@lpoolgirlgeeks
@liverpoollib
@gojektech
@codefirstgirls
@pwc
@felicitymain
@ishtigupta
@techlondonadv

Top Mentioned in G9:
@witwomen
@therockbrook
@startupgrindcpt
@horbachbonnie
@akzonobel
@cape_it
@destin
@cocreatesa
@julielerman
@trishb1

Top Mentioned in G10:
@forbes
@inc
@linkedin
@googleexpertuk
@fequalshq
@jessicanaziri
@goldieblox
@docusign
@kim_clark
@sstubo

Top Tweeters
Top Tweeters in Entire Graph:
@easy_branches
@robre62
@arkangelscrap
@marshawright
@nilimajumder
@friendlydb
@startupcrunch
@appitysnacks
@business_supser
@easyjanjansen

Top Tweeters in G1:
@easy_branches
@friendlydb
@startupcrunch
@business_supser
@easyjanjansen
@bhumharit
@secnewsbot
@simplisticpro
@myalliestrading
@aziziothmanmy

Top Tweeters in G2:
@nodesystems
@edgametec
@bbcnews
@abcollar
@chidambara09
@franksting
@natashasamani
@mashableng
@aakuraj
@ingridium

Top Tweeters in G3:
@appitysnacks
@startuprealtime
@bitcoinagile
@eraser
@rapplerdotcom
@jburnsconsult
@beingexample
@itknowingness
@mediaboxstore
@slol59

Top Tweeters in G4:
@drrimmer
@torontostar
@fastcompany
@fathermerry
@cooproton
@josjosmar59
@cindygallop
@zeenell
@npr
@holybullies

Top Tweeters in G5:
@nomoreslaves
@verizon
@sarahgi00782242
@srfcwaffles
@tmmmarshall
@w_goddard
@gardenvibe
@siliconrepublic
@dctweetbounce
@sonyaoldssom

Top Tweeters in G6:
@ilovemypebble
@odio_nao
@abosife2010
@morgan_nr1
@fenikssdesign
@lisaofsweden
@hackerslist
@monibhachu
@divinetechygirl
@hal_9000_ai

Top Tweeters in G7:
@nneusj
@nytimes
@slate
@stingraytwo
@wsj
@growmap
@justints21
@darrensproat
@darthgreg78
@ceektechnology

Top Tweeters in G8:
@thenextweb
@javascriptbot_
@drandypardoe
@eggwhisk
@mfgstories
@teenvogue
@mohamedbhimji
@aimee_maree
@koolhead17
@shequalitymatte

Top Tweeters in G9:
@london_lady
@jomaxx
@samanthaperry
@tbraystwins
@julielerman
@thesiliconhill
@harishchand314
@rogue_native07
@26thyankee
@marissaaevans

Top Tweeters in G10:
@marshawright
@_ngoo
@googleexpertuk
@rosiebrentva
@data_nerd
@inc
@forbes
@bigdatabatman
@jason
@sleimanskaf