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#womenintech_2021-01-15_06-49-18.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 15, 2021
Short Description:
#womenintech via NodeXL https://bit.ly/3nOCchm
@femtech_
@_ellabot
@nanouusymeon
@wwcodebarcelona
@womencodersbot
@paula_piccard
@kelly_engineer
@womenwhocode
@sourabhskatoch
@veroazcutiaphd

Top hashtags:
#womenintech
#100daysofcode
#womenwhocode
#machinelearning

Description:
Description
The graph represents a network of 5,573 Twitter users whose recent tweets contained "#womenintech", 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 Friday, 15 January 2021 at 16:22 UTC.

The tweets in the network were tweeted over the 4-day, 0-hour, 25-minute period from Monday, 11 January 2021 at 14:21 UTC to Friday, 15 January 2021 at 14:46 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 : 5573
Unique Edges : 13601
Edges With Duplicates : 15906
Total Edges : 29507
Number of Edge Types : 5
Retweet : 15178
MentionsInRetweet : 9363
Tweet : 2173
Mentions : 2481
Replies to : 312
Self-Loops : 2308
Reciprocated Vertex Pair Ratio : 0.0217129071170084
Reciprocated Edge Ratio : 0.0425029515938607
Connected Components : 133
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 5282
Maximum Edges in a Connected Component : 29158
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.228652
Graph Density : 0.000518247076040529
Modularity : 0.399123
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,573 Twitter users whose recent tweets contained "#womenintech", 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 Friday, 15 January 2021 at 16:22 UTC.

The tweets in the network were tweeted over the 4-day, 0-hour, 25-minute period from Monday, 11 January 2021 at 14:21 UTC to Friday, 15 January 2021 at 14:46 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #womenintech
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[110] https://sabio.la/prework/purchase?product_id=1514908&src=VTA4Qk5NVjZW
[100] https://twitter.com/Paula_Piccard/status/1348313716866080770
[98] https://www.analyticsinsight.net/top-10-machine-learning-certifications-to-boost-career-in-2021/?utm_sq=gmkq942lic
[94] https://elephantscale.github.io/guided-machine-learning/
[87] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fa-full-length-machine-learning-course-in-python-for-free-f2732954f35f
[84] https://fortune.com/2021/01/11/women-workforce-technology-industry-careers-mentorship-sponsorship-pipeline/
[82] http://events.withgoogle.com/women-developer-academy-uki/
[81] https://medium.com/@mr.adam.maj/the-ultimate-guide-to-becoming-an-artificial-intelligence-expert-db5124dc8ae0
[80] https://techuponline.thinkific.com/courses/techupwomen-taster-course-introduction-to-machine-learning?utm_sq=gmifaalhdr
[78] https://www.forbes.com/sites/forbestechcouncil/2021/01/07/how-ai-powered-virtual-agents-can-upgrade-municipal-services/

Top URLs in Tweet in G1:
[23] https://women-in-cloud-summit-2021.heysummit.com
[22] http://events.withgoogle.com/women-developer-academy-uki/
[21] https://twinybots.ch/
[17] https://sabio.la/prework/purchase?product_id=1514908&src=VTA4Qk5NVjZW
[17] https://women-in-tech.net
[14] https://www.amazon.in/kindle-dbs/entity/author/B07JFZ29R8
[14] https://www.gigleads.uk/
[14] https://www.ekmhinnovators.com/ekmh-innovators-blog-beta/interview-boss-insights-founder-ceo-keren-moynihan-entrepreneurship-fintech-innovation-ai-leadership-teamwork
[13] https://womenintechsummit.net/spring2021virtual/
[12] https://fortune.com/2021/01/11/women-workforce-technology-industry-careers-mentorship-sponsorship-pipeline/

Top URLs in Tweet in G2:
[92] https://twitter.com/Paula_Piccard/status/1348313716866080770
[91] https://www.analyticsinsight.net/top-10-machine-learning-certifications-to-boost-career-in-2021/?utm_sq=gmkq942lic
[89] https://sabio.la/prework/purchase?product_id=1514908&src=VTA4Qk5NVjZW
[85] https://elephantscale.github.io/guided-machine-learning/
[80] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fa-full-length-machine-learning-course-in-python-for-free-f2732954f35f
[77] https://techuponline.thinkific.com/courses/techupwomen-taster-course-introduction-to-machine-learning?utm_sq=gmifaalhdr
[74] https://medium.com/@mr.adam.maj/the-ultimate-guide-to-becoming-an-artificial-intelligence-expert-db5124dc8ae0
[72] https://www.forbes.com/sites/forbestechcouncil/2021/01/07/how-ai-powered-virtual-agents-can-upgrade-municipal-services/
[66] https://thenextweb.com/neural/2021/01/11/ai-devs-claim-theyve-created-a-robot-that-demonstrates-a-primitive-form-of-empathy/?utm_sq=gmlc1n2zh9
[66] https://medium.com/swlh/a-complete-guide-to-learn-data-science-in-100-days-8c6557154102

Top URLs in Tweet in G3:
[23] https://risingstars.wearethecity.com/
[10] https://www.nytimes.com/interactive/2018/10/23/us/metoo-replacements.html
[9] https://socialbuilder.org/consultant-e-microsoft-dynamics-365/
[8] https://www.mic.com/articles/175136/women-in-tech-1000-names-no-more-all-male-panels-conferences
[8] https://twitter.com/thebookseller/status/1348592995805913088
[8] https://www.eventbrite.co.uk/e/world-business-women-caucus-women-in-technology-wbwcaucus-1000-gmt-tickets-135688759733
[7] http://events.withgoogle.com/women-developer-academy-uki/
[7] https://twitter.com/tuttiq/status/1348781854149775362
[7] https://www.iter.org/Jobs
[7] https://www.meetup.com/create-explore-fukuoka/events/275652342/

Top URLs in Tweet in G4:
[23] https://www.reddit.com/r/webdev/comments/fngh3z/heres_a_cheat_sheet_for_css_units/
[11] https://www.linkedin.com/slink?code=gi_RrBt
[5] https://www.forbes.com/sites/anniebrown/2021/12/29/meet-the-women-leading-the-fight-for-more-women-in-ai/?sh=fcf5843469e7
[4] https://twitter.com/SoapboxscienceB/status/1347203086188646402
[4] https://codepen.io/antoniasymeonidou/pen/WNGXBgp
[4] https://codepen.io/antoniasymeonidou/pen/WNGXVeL?editors=0110
[3] https://www.girl-code.co.uk/codingrepository/javascript/jump-and-slide-in-javascript
[3] https://twitter.com/monachalabi/status/1349062754762682368
[2] https://www.girl-code.co.uk/meetup-events
[2] https://www.reddit.com/r/git/comments/5m5fdz/git_cheat_sheet/

Top URLs in Tweet in G5:
[23] https://twitter.com/CES/status/1348768085403119616
[14] https://www.gigleads.uk/
[12] https://www.five9.com/news/news-releases/five9-announces-genefa-murphy-as-new-cmo
[12] https://docs.google.com/forms/d/e/1FAIpQLSfBJJcokDyPnspLksNohtm11qVSWVBpWR39ZplytKqQ_YuvOQ/viewform?usp=send_form
[9] https://twitter.com/WomenTechNet/status/1346135784441708544
[9] https://twitter.com/PattyAWatson/status/1349561825566797826
[7] https://www.five9.com/news/news-releases/five9-announces-genefa-murphy-as-new-cmo?utm_content=bufferf9919&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://echoppe.chut.media/
[5] https://www.linkedin.com/slink?code=dAM9W7a
[5] https://twitter.com/Chut_magazine/status/1346496199029895173?s=20

Top URLs in Tweet in G6:
[27] https://women-in-cloud-summit-2021.heysummit.com
[27] https://women-in-tech.net
[11] https://www.forbes.com/sites/anniebrown/2021/12/29/meet-the-women-leading-the-fight-for-more-women-in-ai/?sh=5b0ad080469e
[7] https://www.forbes.com/sites/robtoews/2020/12/13/8-leading-women-in-the-field-of-ai/?sh=77b759dc5c97
[6] https://www.womenincloud.com/
[6] https://docs.google.com/forms/d/1IMdhbFNp8iZ1tEswNukxu0i0BjtkOOIP0-JCZUn2zN4/edit?usp=drivesdk
[5] https://www.linkedin.com/slink?code=dEU8cm7
[4] https://www.cnbc.com/2020/12/16/40percent-of-women-in-tech-say-theyve-been-harassed-by-boss-or-investor.html
[4] https://www.linkedin.com/pulse/become-agent-change-connect-gavriella-schuster/?published=t
[3] https://www.womenintechnology.org/index.php?option=com_jevents&task=icalrepeat.detail&evid=535&Itemid=135&year=2021&month=01&day=13&title=wbo-sig-event-resilience-new-trends-how-to-adapt-and-pivot-your-business&uid=e3f0aafa479d210ba51b8c7149fc66c7

Top URLs in Tweet in G7:
[8] https://www.meetup.com/Women-Who-Code-Bogota/events/cgrjvrycccbvb/
[7] https://www.cnet.com/how-to/how-to-buy-girl-scout-cookies-online-during-the-coronavirus-pandemic/#ftag=CADf328eec
[6] https://hackernoon.com/200-black-women-in-tech-to-follow-on-twitter-2020-list-1uck31a9
[6] https://www.nasdaq.com/articles/nasdaq-women-in-technology%3A-inna-kleynburg-alliancebernstein-2021-01-14?utm_source=NasdaqTech_TWITTER_4404227485&utm_medium=Nasdaq+Tech+%28New%29__
[5] https://www.cnet.com/news/nasa-spacecraft-discovers-the-universe-is-less-crowded-than-we-thought/#ftag=CADf328eec
[5] https://www.zdnet.com/article/ces-2021-intel-adds-ransomware-detection-capabilities-at-the-silicon-level/#ftag=RSSbaffb68
[5] https://www.businessinsider.com/ces-2021-how-to-watch-announcements-2021-1?utm_content=buffer171f7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.zdnet.com/article/2021-technology-trend-review-part-1-blockchain-cloud-open-source/#ftag=RSSbaffb68
[4] https://www.zdnet.com/article/hackers-have-leaked-the-covid-19-vaccine-data-they-stole-in-a-cyberattack/#ftag=RSSbaffb68
[4] https://www.cnet.com/news/trump-designates-xiaomi-as-communist-chinese-military-company/#ftag=CADf328eec

Top URLs in Tweet in G8:
[14] https://angel.co/company/learncube/jobs/1089047-software-engineer-remote
[11] https://adalaberfest.adalab.es/
[3] https://twitter.com/Lour_Martinez/status/1348937120149331969
[3] https://forbes.es/empresas/85464/21-change-makers-para-2021/
[2] https://twitter.com/motherintech/status/1349627682087182336?s=19

Top URLs in Tweet in G9:
[13] https://www.mark43.com/departments/product-and-design/
[10] https://bit.ly/38yPFpo
[10] https://www.shopify.ca/careers/interns
[10] https://boards.greenhouse.io/webflow/jobs/2579045
[8] https://jobs.codingblackfemales.com/job/coding-black-females-remote-uk-based-part-time-remote-office-manager/
[8] https://www.youtube.com/watch?v=9P0dovidihw&feature=youtu.be

[7] https://twitter.com/baddiesintech/status/1345017522886766592
[7] https://jobs.codingblackfemales.com/job/microbit-educational-foundation-oxford-england-united-kingdom-full-time-front-end-developer-flexible-role-in-not-for-profit/
[7] https://app.jobvite.com/j/?cj=oKz4cfwj&s=Tim_Butler
[7] https://app.jobvite.com/j/?cj=oJTQdfwp&s=Tim_Butler

Top URLs in Tweet in G10:
[14] https://www.womenwhocode.com/jobs/7862
[9] https://venturebeat.com/2020/10/01/7-companies-in-the-tech-space-that-were-founded-by-women-of-color/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[4] https://beyondexclamation.com/linda-grasso-combining-emerging-technologies-and-engineering-doctrine-in-the-world-of-digital-transformation/
[4] https://buttondown.email/sylwia
[3] https://www.womenwhocode.com/blog/above-the-glass-how-to-be-an-exemplary-leader-in-tech?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://broadband-nation.blogspot.com/2016/10/yes-good-girls-do-go-geekgot-problem.html
[2] https://www.meetup.com/founderhour/events/pxwhdsycccbtb/
[2] https://www.womenwhocode.com/blog/engineer-to-engineer-how-open-source-can-welcome-people-into-tech?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.npr.org/2021/01/08/954710407/at-google-hundreds-of-workers-formed-a-labor-union-why-to-protect-ourselves?utm_sq=gmhsp6dv1u
[1] https://womenentrepreneursinc.com/2021-products/2021-kickoff-event-guest-ticket

Top Domains
Top Domains in Tweet in Entire Graph:
[1956] twitter.com
[948] socxo.net
[843] medium.com
[585] youtube.com
[428] cnet.com
[399] forbes.com
[301] linkedin.com
[271] freecoursesitenet.com
[243] analyticsinsight.net
[240] zdnet.com

Top Domains in Tweet in G1:
[448] twitter.com
[179] cnet.com
[118] linkedin.com
[100] youtube.com
[99] medium.com
[99] zdnet.com
[61] co.uk
[46] forbes.com
[35] socxo.net
[32] sabio.la

Top Domains in Tweet in G2:
[965] twitter.com
[886] socxo.net
[697] medium.com
[389] youtube.com
[294] forbes.com
[263] freecoursesitenet.com
[216] analyticsinsight.net
[198] tiny.cc
[163] blogspot.com
[129] sabio.la

Top Domains in Tweet in G3:
[137] twitter.com
[24] co.uk
[23] youtube.com
[23] wearethecity.com
[20] linkedin.com
[19] forbes.com
[17] meetup.com
[12] hpe.com
[11] womenofwearables.com
[10] nytimes.com

Top Domains in Tweet in G4:
[25] reddit.com
[11] linkedin.com
[9] twitter.com
[8] codepen.io
[7] co.uk
[5] forbes.com
[2] okt.to
[1] pawlean.com
[1] builtin.com
[1] analyticsindiamag.com

Top Domains in Tweet in G5:
[79] twitter.com
[19] five9.com
[14] gigleads.uk
[13] linkedin.com
[12] google.com
[9] womentech.net
[6] chut.media
[4] genderavenger.com
[4] adobe.com
[4] aquarianshopbyliz.com

Top Domains in Tweet in G6:
[30] women-in-tech.net
[27] heysummit.com
[21] twitter.com
[21] forbes.com
[11] linkedin.com
[8] womenincloud.com
[6] womenintechnology.org
[6] google.com
[4] sheups.com
[4] cnbc.com

Top Domains in Tweet in G7:
[228] cnet.com
[123] zdnet.com
[12] meetup.com
[8] businessinsider.com
[7] shecancode.io
[7] nasdaq.com
[7] yahoo.com
[6] hackernoon.com
[5] twitter.com
[3] techcrunch.com

Top Domains in Tweet in G8:
[14] angel.co
[11] adalab.es
[5] twitter.com
[3] forbes.es

Top Domains in Tweet in G9:
[43] codingblackfemales.com
[24] youtube.com
[20] twitter.com
[19] jobvite.com
[17] teamtreehouse.com
[13] mark43.com
[12] tiny.cc
[10] bit.ly
[10] shopify.ca
[10] greenhouse.io

Top Domains in Tweet in G10:
[19] womenwhocode.com
[9] venturebeat.com
[9] beyondexclamation.com
[4] buttondown.email
[2] blogspot.com
[2] meetup.com
[2] twitter.com
[1] npr.org
[1] womenentrepreneursinc.com
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15346] womenintech
[7311] 100daysofcode
[4959] womenwhocode
[3828] machinelearning
[3828] python
[3743] ai
[3524] codenewbie
[3248] devcommunity
[3215] javascript
[2869] iot



Top Hashtags in Tweet in G1:
[3331] womenintech
[478] 100daysofcode
[447] womenwhocode
[385] womeninstem
[361] tech
[261] ai
[228] codenewbie
[221] machinelearning
[197] technology
[197] devcommunity

Top Hashtags in Tweet in G2:
[7607] womenintech
[6380] 100daysofcode
[3836] womenwhocode
[3525] python
[3510] machinelearning
[3259] ai
[3186] codenewbie
[2971] devcommunity
[2931] javascript
[2562] iot

Top Hashtags in Tweet in G3:
[846] womenintech
[169] womeninstem
[109] womenwhocode
[97] womeninbusiness
[94] tech
[83] womenempowerment
[70] ai
[70] 100daysofcode
[62] stem
[53] women

Top Hashtags in Tweet in G4:
[293] womenintech
[277] womenwhocode
[268] 100daysofcode
[69] stem
[55] engineering
[17] diversity
[16] womeninstem
[16] women
[11] stemcareers
[11] inclusion

Top Hashtags in Tweet in G5:
[231] womenintech
[46] womenwhocode
[42] ces
[41] ces2021
[26] tech
[26] womeninstem
[25] bigdata
[24] digitaltransformation
[23] sappartner
[23] lenovoces

Top Hashtags in Tweet in G6:
[299] womenintech
[67] fearlessfounders
[61] startup
[54] shesoars
[47] ai
[35] femalefounders
[32] medtwitter
[30] woman
[30] technology
[29] fintech

Top Hashtags in Tweet in G7:
[490] womenintech
[221] tech
[181] technology
[156] technie
[150] techiewomen
[61] womeninstem
[34] womenwhocode
[30] womeninengineering
[30] ai
[28] ces2021

Top Hashtags in Tweet in G8:
[130] womenintech
[88] frontend
[74] backend
[74] mobile
[74] opensource
[74] datascience
[74] systems
[74] design
[74] marketing
[15] mesaredonda

Top Hashtags in Tweet in G9:
[226] womenintech
[212] blacktechtwitter
[38] hiring
[36] 100daysofcode
[29] codenewbie
[27] womenwhocode
[24] diversityintech
[21] learntocode
[19] jobsearch
[19] devcommunity

Top Hashtags in Tweet in G10:
[102] womenintech
[36] womeninstem
[36] blackwomenintech
[14] scala
[11] empoweringwomen
[10] genderequality
[9] woc
[9] women
[8] womenleaders
[7] womenwhocode

Top Words
Top Words in Tweet in Entire Graph:
[18490] #womenintech
[9081] #100daysofcode
[5863] #womenwhocode
[5125] #python
[4913] #codenewbie
[4745] #javascript
[4738] #ai
[4636] #devcommunity
[4515] #iot
[4324] #machinelearning

Top Words in Tweet in G1:
[3802] #womenintech
[709] women
[608] #100daysofcode
[550] tech
[521] #womenwhocode
[439] #tech
[434] #womeninstem
[431] more
[321] #ai
[316] #codenewbie

Top Words in Tweet in G2:
[10026] #womenintech
[7982] #100daysofcode
[4710] #python
[4626] #womenwhocode
[4465] #codenewbie
[4359] #javascript
[4250] #devcommunity
[4169] #ai
[4073] #iot
[3947] #machinelearning

Top Words in Tweet in G3:
[919] #womenintech
[221] women
[183] #womeninstem
[124] #womenwhocode
[110] #tech
[110] tech
[107] #womeninbusiness
[92] #womenempowerment
[90] join
[89] #100daysofcode

Top Words in Tweet in G4:
[317] #womenintech
[277] #womenwhocode
[268] #100daysofcode
[140] cheat
[137] css
[118] thread
[115] best
[113] sheets
[113] html
[74] create

Top Words in Tweet in G5:
[255] #womenintech
[51] #womenwhocode
[46] follow
[42] tech
[42] #ces
[41] ces
[41] #ces2021
[38] more
[33] jobs
[32] live

Top Words in Tweet in G6:
[305] #womenintech
[129] women
[92] follow
[78] founder
[67] #fearlessfounders
[61] #startup
[61] woman
[55] globalwic
[54] #shesoars
[49] data

Top Words in Tweet in G7:
[529] #womenintech
[231] #tech
[201] #technology
[198] cnet
[164] #techiewomen
[159] #technie
[107] 2021
[69] #womeninstem
[57] ces
[44] video

Top Words in Tweet in G8:
[130] #womenintech
[88] #frontend
[75] mujeres
[75] speakers
[74] excusas
[74] vamos
[74] crear
[74] listas
[74] tecnología
[74] quién

Top Words in Tweet in G9:
[253] #womenintech
[232] #blacktechtwitter
[90] hiring
[67] apply
[55] #hiring
[54] tech
[41] #100daysofcode
[37] year
[36] #jobsearch
[34] job

Top Words in Tweet in G10:
[104] #womenintech
[54] space
[36] #womeninstem
[36] #blackwomenintech
[33] tech
[32] woman
[27] more
[27] mae
[27] carol
[27] jemison

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3316] #100daysofcode,#devcommunity
[2630] #serverless,#womenintech
[2383] #cybersecurity,#rstats
[2274] #rstats,#codenewbie
[2207] #iot,#flutter
[2186] #javascript,#serverless
[2140] #devcommunity,#iot
[2088] #ai,#100daysofcode
[1975] #womenintech,#cybersecurity
[1929] #womenwhocode,#womenintech

Top Word Pairs in Tweet in G1:
[203] #100daysofcode,#devcommunity
[199] #womenwhocode,#womenintech
[186] #womenintech,#womeninstem
[145] women,tech
[137] #serverless,#womenintech
[135] #womenintech,#womenwhocode
[125] #cybersecurity,#rstats
[120] #javascript,#serverless
[119] #devcommunity,#iot
[119] #rstats,#codenewbie

Top Word Pairs in Tweet in G2:
[3059] #100daysofcode,#devcommunity
[2458] #serverless,#womenintech
[2222] #cybersecurity,#rstats
[2119] #rstats,#codenewbie
[2064] #iot,#flutter
[2033] #javascript,#serverless
[1991] #devcommunity,#iot
[1954] #ai,#100daysofcode
[1835] #womenintech,#cybersecurity
[1390] #womenwhocode,#womenintech

Top Word Pairs in Tweet in G3:
[55] #womenintech,#womeninstem
[51] #womeninstem,#womenintech
[50] #womenintech,#womeninbusiness
[33] #womenwhocode,#womenintech
[31] #womenintech,#womenwhocode
[28] women,tech
[25] margaret,hamilton
[25] hamilton,standing
[25] standing,next
[25] next,code

Top Word Pairs in Tweet in G4:
[209] #womenwhocode,#womenintech
[203] #100daysofcode,#womenwhocode
[118] thread,#100daysofcode
[113] best,cheat
[113] cheat,sheets
[113] sheets,html
[113] html,css
[113] css,thread
[66] #womenintech,#womenwhocode
[63] day,#100daysofcode

Top Word Pairs in Tweet in G5:
[24] #womenwhocode,#womenintech
[23] whose,tuning
[23] tuning,first
[23] first,virtual
[23] virtual,#ces2021
[23] #ces2021,live
[23] live,follow
[23] follow,ces
[23] ces,updates
[23] updates,action

Top Word Pairs in Tweet in G6:
[67] #womenintech,#fearlessfounders
[56] founder,follow
[48] #shesoars,#womenintech
[33] women,cloud
[27] #woman,founder
[27] #founder,follow
[27] summit,live
[27] live,demand
[27] demand,jan
[27] jan,28th

Top Word Pairs in Tweet in G7:
[70] #tech,#womenintech
[69] #womenintech,#technology
[61] cnet,#womenintech
[61] #womenintech,#tech
[59] #technology,#womenintech
[57] #womenintech,#technie
[54] #techiewomen,#womenintech
[51] #womenintech,#techiewomen
[51] ces,2021
[50] #technie,#womenintech

Top Word Pairs in Tweet in G8:
[74] excusas,vamos
[74] vamos,crear
[74] crear,listas
[74] listas,mujeres
[74] mujeres,speakers
[74] speakers,tecnología
[74] tecnología,#womenintech
[74] #womenintech,quién
[74] quién,sugerirías
[74] sugerirías,perfil

Top Word Pairs in Tweet in G9:
[84] #womenintech,#blacktechtwitter
[78] #blacktechtwitter,#womenintech
[36] apply,#blacktechtwitter
[36] #womenintech,#jobsearch
[36] #jobsearch,#hiring
[26] software,engineer
[23] #womenwhocode,#womenintech
[19] coding,black
[19] black,females
[18] front,end

Top Word Pairs in Tweet in G10:
[29] #womeninstem,#womenintech
[27] mae,carol
[27] carol,jemison
[27] jemison,became
[27] became,first
[27] first,african
[27] african,american
[27] american,woman
[27] woman,travel
[27] travel,space

Top Replied-To
Top Replied-To in Entire Graph:
@jeremyfarrar
@ces
@lindagrass0
@_itsmary__
@spacexmr
@aricanrunmeover
@streeboinc
@blkphnxforces
@albertoemachado
@wagora_

Top Replied-To in G1:
@jeremyfarrar
@drwillerth
@divineops
@csandoval111
@lindagrass0
@ryanbethencourt
@mepincus
@lolitataub
@ces
@geekgrammy

Top Replied-To in G2:
@ces
@_itsmary__
@aricanrunmeover
@streeboinc
@j1872___
@loveciskgirls
@albertoemachado
@spacexmr
@bhafcnoahh
@ts1872x

Top Replied-To in G3:
@jeremyfarrar
@stevepogson1
@blkphnxforces
@womenwholead2
@wagora_
@kristenhosman
@ddr333
@teamyoutube
@spacexmr
@stempunksau

Top Replied-To in G4:
@timbsoftt

Top Replied-To in G5:
@quppypay
@dailydooh
@verizon
@techworkersco
@ijustine
@sayroy
@five9
@anieakpe
@femmesnumerique
@brigittelutz

Top Replied-To in G6:
@forbes

Top Replied-To in G7:
@wwcodemedellin
@marianneoster

Top Replied-To in G8:
@wwcodebarcelona
@sancfc
@sailormerqury

Top Replied-To in G9:
@bukikekere

Top Replied-To in G10:
@lindagrass0
@debralgriffin

Top Mentioned
Top Mentioned in Entire Graph:
@blackwomeninai
@sourabhskatoch
@paula_piccard
@globalwic
@sallyeaves
@freecodecamp
@haroldsinnott
@r_demidchuk
@spirosmargaris
@amazon

Top Mentioned in G1:
@globalwic
@womenintech
@sourabhskatoch
@femtech_
@talend
@girlswhocode
@forbes
@bossinsight
@moynihankeren
@fortunemagazine

Top Mentioned in G2:
@blackwomeninai
@sourabhskatoch
@paula_piccard
@haroldsinnott
@freecodecamp
@spirosmargaris
@r_demidchuk
@sallyeaves
@amazon
@diioannid

Top Mentioned in G3:
@tamaramccleary
@marshacollier
@accentureuk
@womenintechorg
@sallyeaves
@ursularingham
@amishagandhi
@irmaraste
@elisequevedo
@savissavvy

Top Mentioned in G4:
@skybetcareers
@ania_kubow
@iulyaav
@udemy
@ni_news
@sailorhg
@manchestercodes

Top Mentioned in G5:
@ces
@lenovo
@genefamurphy
@womentechnet
@nrfbigshow
@five9
@pattyawatson
@linkedin
@geoffcolon
@disruptivefm

Top Mentioned in G6:
@globalwic
@lianethompson
@aquaaicorp
@yaelfintech
@mozper_mx
@chrissatanelia
@patientory
@forbes
@joinclubhouse
@womenwhotech

Top Mentioned in G7:
@enricomolinari
@nasdaq
@swetalk
@businessinsider
@frronconi
@arlenenewbigg
@fabriziobustama
@mikequindazzi
@wwcodebogota
@hackernoon

Top Mentioned in G8:
@marinaaisa
@bertadevant
@adacolau
@bcn_ajuntament
@forbes_es
@lour_martinez
@eurocybcar
@ptalava
@bicaraba
@alavaemprende

Top Mentioned in G9:
@sohbaker
@codingblackfems
@techunlockedpod
@divinetechygirl
@tanya_powell
@joinclubhouse
@accenture
@__ka1
@explorekaixr
@dxw

Top Mentioned in G10:
@womenwhocode
@lindagrass0
@47deg
@trustradius
@goivanti
@antgrasso
@codenewbies
@libvanderploeg
@ey_us
@globalwic

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@easy_branches
@sgh_rts
@sahelhkj
@chidambara09
@cybersec_feeds
@indiegametrends
@limportant_fr
@aaroncuddeback
@gambiste1

Top Tweeters in G1:
@sahelhkj
@femtech_
@coolbrighton
@timesofindia
@rvp
@thesun
@vodafoneuk
@entwistletx
@nypost
@britishvogue

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@gambiste1
@xaelbot
@lorimoreno
@codedailybot
@woodstockpro
@codegnuts

Top Tweeters in G3:
@teamyoutube
@edjlazar
@googleexpertuk
@lilachbullock
@marshacollier
@drumeshprabhu
@lesguer_lionel
@melissaonline
@academicchatter
@fortunemagazine

Top Tweeters in G4:
@adetigerr
@ffrreemarkets
@fleejack
@gregbjenkins
@damianome
@dafumes
@cxnadianz
@rhiannablinks
@yogeshbang
@kofoaregbesola

Top Tweeters in G5:
@evankirstel
@rwang0
@verizon
@rob_blogging
@ayoolafelix
@dctweetbounce
@fenews
@lenovo
@dailydooh
@deionsanders

Top Tweeters in G6:
@openmarketingtv
@forbes
@silentseawolf
@onomsalam2pas
@shellykramer
@walkingimpress
@coveryourbasics
@zsmtomotomo
@thesiliconhill
@graperipple

Top Tweeters in G7:
@andyvermaut
@businessinsider
@jamesjava
@bernardfoong
@valaafshar
@nytimes
@aschettino
@cnet
@fastcompany
@bonniegrrl

Top Tweeters in G8:
@tuitwiiber
@mis3yyo
@diana_aceves_
@chicageek
@itsanei
@bcn_ajuntament
@mancku
@vanesa_pineiro
@ladybenko
@forbes_es

Top Tweeters in G9:
@theblckfemme
@jeffthesigma
@purpwindfire
@tokunbokoiki
@divinetechygirl
@niaaaimani
@yeahshewrites
@kagomehime369
@lunarroot
@ghanaleaksblog

Top Tweeters in G10:
@tarundsnaol
@keelingcurve_9
@cristob86312284
@popasmedia
@mgeoch
@jenstirrup
@ewhitmore
@freedomfirecom
@elarcangeljhon
@towandaism


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