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InsurTech_2022-01-14_04-55-46.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
InsurTech via NodeXL https://bit.ly/3Gsn5Ew
@chidambara09
@enricomolinari
@globaliqx
@stratorob
@spirosmargaris
@albertogaruccio
@junjudapi
@bristowcolin
@andi_staub
@veillecyber3

Top hashtags:
#iot
#python
#javascript
#ai
#iiot
#pytorch
#insurtech
#wordpress

Description:
Description
The graph represents a network of 1,546 Twitter users whose tweets in the requested range contained "InsurTech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 January 2022 at 13:08 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 4-hour, 44-minute period from Tuesday, 11 January 2022 at 20:16 UTC to Friday, 14 January 2022 at 01:00 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 : 1546
Unique Edges : 2245
Edges With Duplicates : 16948
Total Edges : 19193
Number of Edge Types : 5
Retweet : 6535
MentionsInRetweet : 9304
Tweet : 819
Mentions : 2450
Replies to : 85
Self-Loops : 893
Reciprocated Vertex Pair Ratio : 0.0491525423728814
Reciprocated Edge Ratio : 0.0936995153473344
Connected Components : 174
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 1254
Maximum Edges in a Connected Component : 18814
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.320702
Graph Density : 0.00207320698158312
Modularity : 0.19142
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,546 Twitter users whose tweets in the requested range contained "InsurTech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 January 2022 at 13:08 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 4-hour, 44-minute period from Tuesday, 11 January 2022 at 20:16 UTC to Friday, 14 January 2022 at 01:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : InsurTech
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:
[632] https://jobpreference.com/
[161] https://twinybots.ch/
[56] https://play.google.com/store/apps/details?id=com.tpt.restoremedia.unseen.savestatus
[45] https://www.bankingdive.com/news/bank-of-americas-bonus-do-over/616884/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-01-11%20Banking%20Dive%20%5Bissue:39022%5D&utm_term=Banking%20Dive
[41] https://www.cpagrip.com/signup.php
[34] https://veille-cyber.com/data-reveals-people-do-not-trust-ai-weapons
[33] https://www.reuters.com/business/finance/exclusive-morgan-stanley-award-annual-bonus-rises-over-20-thursday-top-2022-01-12/
[31] https://www.bankingdive.com/news/richard-clarida-feds-outgoing-vice-chair-resigns/616968/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-01-12%20Banking%20Dive%20%5Bissue:39078%5D&utm_term=Banking%20Dive
[30] https://www.bankingdive.com/news/richard-clarida-feds-outgoing-vice-chair-resigns/616968/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-01-11%20Banking%20Dive%20%5Bissue:39022%5D&utm_term=Banking%20Dive
[30] https://tearsheet.co/finance-everywhere/legacy-institutions-have-the-scale-but-not-the-agility-how-google-wants-to-help-banks-digitize-their-processes/

Top URLs in Tweet in G1:
[210] https://jobpreference.com/
[24] https://africa.businessinsider.com/local/markets/african-fintech-startups-to-watch-in-2022/qere60g?utm_content=buffer146bd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[24] https://www.forbes.com/sites/forbesbusinesscouncil/2022/01/10/using-ai-and-machine-learning-to-improve-the-health-insurance-process/?sh=5b561c6242b1
[21] https://twinybots.ch/
[20] https://www.forbes.com/sites/forbesbusinesscouncil/2022/01/10/using-ai-and-machine-learning-to-improve-the-health-insurance-process/?sh=24ff150a42b1&utm_content=buffere44ab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.theverge.com/2022/1/12/22880305/tesla-fsd-beta-california-dmv-autonomous-vehicle-letter?utm_content=bufferb213e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://aibusiness.com/document.asp?doc_id=774501
[11] https://techspective.net/2022/01/12/the-era-of-ai-is-here-and-businesses-love-it/?utm_content=buffera4801&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://medium.com/@DocDocAsia/the-next-wave-of-innovation-in-insurance-insurtechs-remain-enablers-or-become-disruptors-712f24372fa9?utm_content=buffer978f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://londonnewstime.com/new-insurance-pricing-rules-impose-new-demands-on-data/602582/?utm_content=buffer68045&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[371] https://jobpreference.com/
[56] https://play.google.com/store/apps/details?id=com.tpt.restoremedia.unseen.savestatus
[38] https://www.cpagrip.com/signup.php
[29] https://www.bankingdive.com/news/bank-of-americas-bonus-do-over/616884/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-01-11%20Banking%20Dive%20%5Bissue:39022%5D&utm_term=Banking%20Dive
[28] https://www.bankingdive.com/news/richard-clarida-feds-outgoing-vice-chair-resigns/616968/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-01-11%20Banking%20Dive%20%5Bissue:39022%5D&utm_term=Banking%20Dive
[28] https://everfi.com/financial-education-creating-a-first-class-workplace-banking-program/?source=7015b000005RFwE&utm_source=finbrand&utm_medium=paid-email&utm_campaign=FE-FCN%202022%20-%20Email%20-%20Ascend%20Webinar%20-%201.14
[26] https://www.theblockcrypto.com/linked/130057/man-sells-933-selfies-as-nfts-for-3-each-and-the-collections-now-worth-millions
[21] https://www.kiiara.com/
[21] https://tearsheet.co/finance-everywhere/legacy-institutions-have-the-scale-but-not-the-agility-how-google-wants-to-help-banks-digitize-their-processes/
[21] https://www.americanbanker.com/creditunions/news/lenders-urge-cfpb-to-scale-back-small-business-data-collection-plan

Top URLs in Tweet in G3:
[102] https://twinybots.ch/
[21] https://sanctions.io/
[17] https://sanctions.io/crypto-industry/?utm_source=twitter&utm_medium=email&utm_campaign=mh-crypto/
[16] https://sanctions.io/crypto-industry/?utm_source=direct&utm_medium=none&utm_campaign=mh-crypto
[13] http://www.projectstartups.com/
[12] https://www.bankingdive.com/news/richard-clarida-feds-outgoing-vice-chair-resigns/616968/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-01-12%20Banking%20Dive%20%5Bissue:39078%5D&utm_term=Banking%20Dive
[12] https://www.bankingdive.com/news/bank-of-americas-bonus-do-over/616884/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-01-11%20Banking%20Dive%20%5Bissue:39022%5D&utm_term=Banking%20Dive
[11] https://www.deccanherald.com/science-and-environment/why-a-comet-s-head-is-green-but-its-tail-is-not-1069090.html
[8] https://www.insurancebusinessmag.com/us/risk-management/news/world-economic-forum-reveals-top-risks-of-2022-321632.aspx#.Yd1iCz69Wjk.twitter
[8] https://medium.com/the-haven/is-artificial-intelligence-ethical-e3ce4d7f613?source=rss------artificial_intelligence-5

Top URLs in Tweet in G4:
[12] https://news.cornell.edu/stories/2021/12/wearables-robotics-highlight-information-science-student-showcase?utm_content=buffer54931&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.globaliqx.com/five-benefits-of-cloud-computing-for-insurers/?utm_content=buffer67017&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.forbes.com/sites/blakemorgan/2022/01/10/5-fresh-examples-of-ai/?sh=239542c05736&utm_content=buffer8bbd6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://cosmosmagazine.com/technology/ai/7-artificial-intelligence-stories/?utm_content=buffer1770b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.architectureanddesign.com.au/features/list/the-attractions-of-smart-homes?utm_content=buffer0cf69&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://medium.com/@DocDocAsia/the-next-wave-of-innovation-in-insurance-insurtechs-remain-enablers-or-become-disruptors-712f24372fa9?utm_content=buffer978f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://threatpost.com/global-cyberattacks-nation-state-threats/177253/?utm_content=buffer13d72&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.cnbc.com/2022/01/07/deep-learning-and-large-language-how-ai-is-set-to-evolve-in-2022.html?utm_content=buffer353eb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.linkedin.com/pulse/wearables-iot-insurance-mike-de-waal/?utm_content=bufferea660&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://twinybots.ch/

Top URLs in Tweet in G5:
[4] https://twinybots.ch/
[4] https://fintechconferences.com/
[3] https://fintechmagazine.com/financial-services-finserv/savvy-crowdfunding-and-community-empowered-fintech-startups
[3] https://www.bybits.co.uk/
[2] https://www.forbes.com/sites/alexlazarow/2022/01/11/top-ten-2022-fintech-predictions/
[2] https://www.captiveinternational.com/news/new-captive-to-support-insurtech-s-cyber-growth-4664
[2] https://paymentandbanking.com/element-mehr-beitraege-und-mehr-verlust-weitere-insurtech-news/
[2] https://www.prwires.com/bizclik-media-launches-january-edition-of-insurtech-digital-magazine/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=bizclik-media-launches-january-edition-of-insurtech-digital-magazine
[2] https://us02web.zoom.us/j/83935568524?pwd=TVZNZnhSQm1Nd05DUUlNa3Z1YUdqQT09
[2] http://www.IkeTheInsuranceGuy.com/news

Top URLs in Tweet in G6:
[42] https://jobpreference.com/
[13] https://veille-cyber.com/data-reveals-people-do-not-trust-ai-weapons
[13] https://twinybots.ch/
[8] https://veille-cyber.com/why-arent-more-women-into-bitcoin
[8] https://veille-cyber.com/a-data-black-hole-europol-ordered-to-delete-vast-store-of-personal-data
[7] https://veille-cyber.com/this-ai-software-nearly-predicted-omicrons-tricky-structure
[7] https://veille-cyber.com/5-mistakes-robotics-startups-should-avoid
[7] https://veille-cyber.com/ai-turned-a-rembrandt-masterpiece-into-5-6-terabytes-of-data
[7] https://christianj7887.medium.com/ai-is-set-to-steer-cars-in-new-a4502e2dd101?source=rss------artificial_intelligence-5
[7] https://medium.com/the-haven/is-artificial-intelligence-ethical-e3ce4d7f613?source=rss------artificial_intelligence-5

Top URLs in Tweet in G7:
[3] https://member.fintech.global/2022/01/13/insurtech-for-elderly-the-helper-bees-bags-series-b/
[2] https://www.uktech.news/cybersecurity/insurtech-kynd-funding-20220112
[1] https://twitter.com/i/web/status/1481341609648218113
[1] https://member.fintech.global/2022/01/12/insurepay-bags-funding-to-support-fellow-insurtech-acquisition/
[1] https://member.fintech.global/2022/01/12/kynd-lands-funding-in-cyber-risk-management-mission/
[1] https://twitter.com/i/web/status/1481311007699996672
[1] https://twitter.com/i/web/status/1481604440838733827
[1] https://twitter.com/i/web/status/1481260172400119809
[1] https://twitter.com/i/web/status/1481213615550181378

Top URLs in Tweet in G8:
[2] https://youtube.com/c/hubbTV
[1] https://twitter.com/AskKodiak/status/1480933960242847765
[1] https://twitter.com/CorvusInsurance/status/1481681265724207107
[1] https://www.youtube.com/c/hubbTV
[1] https://twitter.com/i/web/status/1481683369293398017

Top URLs in Tweet in G9:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269843
[1] https://blog.efmdglobal.org/2022/01/10/the-future-of-management-education-re-thinking-business-models/
[1] https://www.sas.com/content/dam/SAS/documents/event-collateral/2021/en/webinar-creating-opportunities-with-the-new-digital-customer.pdf
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=13ca3f0c-7377-11ec-b9b8-5179466d554a&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMS0xMi9zb255LXRhY2tsZXMtcGxheXN0YXRpb24tNS1zaG9ydGFnZS1ieS1tYWtpbmctbW9yZS1wczQtY29uc29sZXM=
[1] https://www.popsugar.com/fashion/How-Style-Clothes-You-Already-Have-35939683?utm_medium=twitter&utm_source=post&utm_campaign=fashion
[1] https://neurosciencenews.com/male-inflammation-loneliness-19892/
[1] https://deloitte.wsj.com/articles/tech-trends-2022-an-overview-01639417087
[1] https://www.dailymail.co.uk/sciencetech/article-10395239/Archaeology-Rare-Roman-wooden-figure-Buckinghamshire-ditch-HS2-archaeologists.html?ito=social-twitter_mailonline
[1] https://www.infosecurity-magazine.com/blogs/challenges-of-industrial/
[1] https://news.cornell.edu/stories/2021/12/wearables-robotics-highlight-information-science-student-showcase?utm_content=buffer54931&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[632] jobpreference.com
[549] twitter.com
[377] veille-cyber.com
[211] bankingdive.com
[161] twinybots.ch
[140] forbes.com
[104] fintechfutures.com
[97] medium.com
[65] sanctions.io
[61] google.com

Top Domains in Tweet in G1:
[210] jobpreference.com
[57] forbes.com
[40] veille-cyber.com
[39] twitter.com
[32] businessinsider.com
[21] twinybots.ch
[14] medium.com
[13] theverge.com
[13] insurancebusinessmag.com
[12] sifted.eu

Top Domains in Tweet in G2:
[371] jobpreference.com
[284] twitter.com
[185] veille-cyber.com
[159] bankingdive.com
[85] fintechfutures.com
[60] google.com
[45] coindesk.com
[38] cpagrip.com
[38] reuters.com
[36] theblockcrypto.com

Top Domains in Tweet in G3:
[144] twitter.com
[102] twinybots.ch
[61] sanctions.io
[37] bankingdive.com
[35] forbes.com
[31] medium.com
[19] linkedin.com
[19] neurosciencenews.com
[14] insurtechinsights.com
[13] projectstartups.com

Top Domains in Tweet in G4:
[18] forbes.com
[16] twitter.com
[16] globaliqx.com
[13] linkedin.com
[12] medium.com
[12] cornell.edu
[10] com.au
[10] insurtechinsights.com
[9] cosmosmagazine.com
[8] threatpost.com

Top Domains in Tweet in G5:
[28] twitter.com
[6] catsone.com
[5] co.uk
[5] insurancejournal.com
[4] twinybots.ch
[4] fintechmagazine.com
[4] fintechconferences.com
[2] forbes.com
[2] milanofinanza.it
[2] captiveinternational.com

Top Domains in Tweet in G6:
[149] veille-cyber.com
[42] jobpreference.com
[27] medium.com
[13] twinybots.ch
[10] twitter.com
[5] fintechfutures.com
[5] bankingdive.com
[2] com.au
[2] ckhiod.com
[2] infosecurity-magazine.com

Top Domains in Tweet in G7:
[5] twitter.com
[5] fintech.global
[2] uktech.news

Top Domains in Tweet in G8:
[3] twitter.com
[3] youtube.com

Top Domains in Tweet in G9:
[3] nodexlgraphgallery.org
[1] efmdglobal.org
[1] sas.com
[1] bloomberg.com
[1] popsugar.com
[1] neurosciencenews.com
[1] wsj.com
[1] co.uk
[1] infosecurity-magazine.com
[1] cornell.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3654] iot
[3621] python
[3356] javascript
[3297] ai
[3092] iiot
[3053] pytorch
[2984] insurtech
[2959] wordpress
[2847] reactjs
[2525] security



Top Hashtags in Tweet in G1:
[529] insurtech
[494] fintech
[483] ai
[320] machinelearning
[265] robotics
[218] aiethics
[208] bigdata
[182] python
[174] cybersecurity
[162] insurance

Top Hashtags in Tweet in G2:
[3353] python
[3317] iot
[3137] javascript
[3027] iiot
[2998] pytorch
[2902] wordpress
[2792] reactjs
[2469] security
[2277] ai
[2092] defi

Top Hashtags in Tweet in G3:
[720] insurtech
[405] ehealth
[398] women
[391] finserv
[379] fashiontech
[372] datascientist
[369] cx
[360] digital
[226] ces2023
[211] data

Top Hashtags in Tweet in G4:
[257] insurtech
[151] finserv
[139] ehealth
[125] ai
[121] datascientist
[119] fashiontech
[119] women
[118] cx
[115] digital
[108] iot

Top Hashtags in Tweet in G5:
[58] insurtech
[26] insurance
[13] fintech
[7] innovation
[7] ai
[6] seguros
[5] cybersecurity
[5] iot
[4] digitaltransformation
[3] entrepreneur

Top Hashtags in Tweet in G6:
[195] ai
[188] robotics
[162] aiethics
[150] machinelearning
[114] insurtech
[75] datascience
[69] python
[59] fintech
[40] iot
[39] bigdata

Top Hashtags in Tweet in G7:
[4] insurtech
[4] fintech
[2] healthcare
[1] funding
[1] insurance

Top Hashtags in Tweet in G8:
[5] insurtech
[4] insurance
[3] businessowners
[3] founders
[3] ceo
[3] cfo
[3] coo
[2] digitaltransformation
[2] makeinsurancegreatagain
[1] innovation

Top Hashtags in Tweet in G9:
[9] women
[8] datascientist
[8] cx
[8] ehealth
[8] finserv
[8] fashiontech
[8] insurtech
[7] ces2023
[5] digital
[5] data

Top Hashtags in Tweet in G10:
[1] insurance
[1] finance

Top Words
Top Words in Tweet in Entire Graph:
[3654] #iot
[3621] #python
[3356] #javascript
[3297] #ai
[3092] #iiot
[3053] #pytorch
[2979] #insurtech
[2959] #wordpress
[2847] #reactjs
[2525] #security

Top Words in Tweet in G1:
[529] #insurtech
[494] #fintech
[483] #ai
[320] #machinelearning
[265] #robotics
[218] #aiethics
[210] sign
[210] free
[210] charge
[208] #bigdata

Top Words in Tweet in G2:
[3353] #python
[3317] #iot
[3137] #javascript
[3027] #iiot
[2998] #pytorch
[2902] #wordpress
[2792] #reactjs
[2469] #security
[2277] #ai
[2092] #defi

Top Words in Tweet in G3:
[716] #insurtech
[405] #ehealth
[398] #women
[391] #finserv
[379] #fashiontech
[372] #datascientist
[369] #cx
[360] #digital
[226] #ces2023
[211] #data

Top Words in Tweet in G4:
[257] #insurtech
[151] #finserv
[139] #ehealth
[125] #ai
[121] #datascientist
[120] chidambara09
[119] #fashiontech
[119] #women
[118] #cx
[115] #digital

Top Words in Tweet in G5:
[60] insurtech
[57] #insurtech
[26] #insurance
[23] fintech
[18] 2022
[18] insurance
[14] seguros
[13] #fintech
[12] business
[12] em

Top Words in Tweet in G6:
[195] #ai
[188] #robotics
[162] #aiethics
[150] #machinelearning
[114] #insurtech
[104] veillecyber3
[75] #datascience
[69] #python
[59] #fintech
[42] sign

Top Words in Tweet in G7:
[7] read
[6] insurtech
[6] full
[6] story
[4] kyndcyber
[4] cyber
[4] risk
[4] bags
[4] #insurtech
[4] #fintech

Top Words in Tweet in G8:
[5] #insurtech
[5] rumpinsurance
[4] #insurance
[3] insurteched
[3] few
[3] days
[3] go
[3] until
[3] releases
[3] #businessowners

Top Words in Tweet in G9:
[11] chidambara09
[9] #women
[8] #datascientist
[8] #cx
[8] #ehealth
[8] #finserv
[8] #fashiontech
[8] #insurtech
[7] #ces2023
[5] #digital

Top Words in Tweet in G10:
[6] stratorob
[6] chbieck
[6] ibmconsulting
[6] ibm
[6] risk
[6] concierges
[6] watch
[5] interview
[5] highlights
[5] learn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3091] #iot,#iiot
[2839] #javascript,#reactjs
[2699] #reactjs,#wordpress
[2490] #pytorch,#javascript
[2411] #wordpress,#security
[2247] #iiot,#pytorch
[2095] #security,#defi
[2028] #python,#iot
[1635] #defi,#ad
[1343] #ai,#iot

Top Word Pairs in Tweet in G1:
[262] #fintech,#insurtech
[232] #machinelearning,#ai
[218] #robotics,#aiethics
[210] sign,free
[210] free,charge
[202] #aiethics,#machinelearning
[183] charge,middlemen
[181] middlemen,#robotics
[137] #hiring,sign
[127] #ai,#python

Top Word Pairs in Tweet in G2:
[3027] #iot,#iiot
[2784] #javascript,#reactjs
[2646] #reactjs,#wordpress
[2449] #pytorch,#javascript
[2366] #wordpress,#security
[2198] #iiot,#pytorch
[2055] #security,#defi
[1972] #python,#iot
[1600] #defi,#ad
[1249] #ai,#iot

Top Word Pairs in Tweet in G3:
[327] #digital,#cx
[326] #datascientist,#digital
[312] #cx,#women
[312] #women,#ehealth
[303] #finserv,#fashiontech
[232] #fashiontech,#insurtech
[226] #ces2023,#finserv
[204] #ehealth,#data
[204] #data,#ces2023
[155] #bigdata,#100daysofcode

Top Word Pairs in Tweet in G4:
[116] #cx,#women
[116] #women,#ehealth
[116] #finserv,#fashiontech
[114] #digital,#cx
[114] #fashiontech,#insurtech
[113] #datascientist,#digital
[111] chidambara09,#datascientist
[95] #ces2023,#finserv
[94] #ehealth,#data
[94] #data,#ces2023

Top Word Pairs in Tweet in G5:
[8] #insurance,#insurtech
[7] #insurtech,#insurance
[6] virtual,sales
[6] sales,saas
[6] saas,insurtech
[6] insurtech,hcm
[6] fintech,insurtech
[5] insurtech,platform
[4] savvy,crowdfunding
[4] crowdfunding,community

Top Word Pairs in Tweet in G6:
[162] #robotics,#aiethics
[130] #machinelearning,#ai
[128] #aiethics,#machinelearning
[68] #ai,#python
[42] #python,#datascience
[42] #fintech,#insurtech
[42] sign,free
[42] free,charge
[39] #datascience,#bigdata
[36] #100daysofcode,#robots

Top Word Pairs in Tweet in G7:
[6] read,full
[6] full,story
[4] cyber,risk
[3] insurtech,elderly
[3] elderly,helper
[3] helper,bees
[3] bees,bags
[3] bags,series
[3] series,read
[3] story,#fintech

Top Word Pairs in Tweet in G8:
[3] few,days
[3] days,go
[3] go,until
[3] until,rumpinsurance
[3] rumpinsurance,releases
[3] releases,#businessowners
[3] #businessowners,#founders
[3] #founders,#ceo
[3] #ceo,#cfo
[3] #cfo,#coo

Top Word Pairs in Tweet in G9:
[7] #cx,#women
[7] #women,#ehealth
[7] #ces2023,#finserv
[7] #finserv,#fashiontech
[7] #fashiontech,#insurtech
[5] #ehealth,#data
[5] #data,#ces2023
[4] chidambara09,#datascientist
[4] #datascientist,#digital
[4] #digital,#cx

Top Word Pairs in Tweet in G10:
[6] chbieck,ibmconsulting
[6] ibmconsulting,ibm
[6] risk,concierges
[5] stratorob,interview
[5] interview,highlights
[5] highlights,chbieck
[5] ibm,learn
[5] learn,more
[5] more,risk
[5] concierges,successful

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@lilpapabean_
@akdubz53
@positivet10
@insurtechforum
@xhsmgx
@machine_ml
@tobiaskintzel
@thisismattj
@lebrelp

Top Replied-To in G1:
@thisismattj
@insurtechforum
@spirosmargaris
@wired

Top Replied-To in G2:
@kiiara
@lilpapabean_
@akdubz53
@positivet10
@xhsmgx
@insurtechforum
@machine_ml
@tobiaskintzel
@diegolicenciado
@lebrelp

Top Replied-To in G3:
@neilmit42376137
@alexandernorman
@hippo_insurance
@rootinsurance
@insurednomads
@nicolassayer

Top Replied-To in G4:
@gerald_bader

Top Replied-To in G8:
@akryanins

Top Mentioned
Top Mentioned in Entire Graph:
@kiiara
@enricomolinari
@chidambara09
@kiiarallc
@jobpreference
@veillecyber3
@galaxykiiara
@globaliqx
@lilkiwikrush
@kiiararx

Top Mentioned in G1:
@spirosmargaris
@andi_staub
@jobpreference
@stratorob
@globaliqx
@insurtechforum
@sabinevdl
@albertogaruccio
@enricomolinari
@psb_dc

Top Mentioned in G2:
@kiiara
@enricomolinari
@kiiarallc
@jobpreference
@chidambara09
@galaxykiiara
@lilkiwikrush
@kiiararx
@penmanshipp
@veillecyber3

Top Mentioned in G3:
@chidambara09
@enilev
@evasmartai
@betamoroney
@martinhoyes
@fgraillot
@enricomolinari
@eficiens
@spirosmargaris
@jamesvgingerich

Top Mentioned in G4:
@chidambara09
@globaliqx
@enricomolinari
@fgraillot
@teamiqx
@gvalan
@stratorob
@antgrasso
@betamoroney
@khulood_almani

Top Mentioned in G5:
@jpnicols

Top Mentioned in G6:
@veillecyber3
@jobpreference
@antgrasso
@mikequindazzi
@everestgroup
@chidambara09
@worldtrendsinfo
@motorcycletwitt
@enricomolinari
@globaliqx

Top Mentioned in G7:
@kyndcyber
@insurepayl
@duckcreektech
@preciselydata
@uktnofficial
@tla_insurtech
@techlondonadv
@globaltechadv

Top Mentioned in G8:
@rumpinsurance
@insurteched
@m00re
@da_strategy
@hubbinsure
@askkodiak

Top Mentioned in G9:
@chidambara09
@nodexl
@cedric_o
@lafrenchtech
@hashtagmarketi7
@pay
@enilev
@globaliqx
@payfit
@sebbourguignon

Top Mentioned in G10:
@stratorob
@chbieck
@ibmconsulting
@ibm

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@evankirstel
@cybersecurityn8

Top Tweeters in G1:
@cybersec_feeds
@reuters
@ottlegalrebels
@businessinsider
@economictimes
@gezgintrk
@jeandoobs
@nicochan33
@trippbraden
@xzpwedvhhh37i3c

Top Tweeters in G2:
@sectest9
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@evankirstel
@cybersecurityn8
@ipythonistabot
@morolswediu
@coder_487

Top Tweeters in G3:
@chidambara09
@ml_tweet_bot
@ricardo_ik_ahau
@laveilletechno
@caring_mobile
@jamesvgingerich
@full_bugs
@eleconomistaes
@parvez1
@greentechdon

Top Tweeters in G4:
@piyuanker12
@botraj1
@business
@azuerbot
@thesecretjunio1
@bot_innovation
@ilovebooks786
@gvalan
@botsecx
@rldi_lamy

Top Tweeters in G5:
@alertastransito
@suriyasubraman
@eprnetwork
@the_marketeers
@haluanharian
@milanofinanza
@cichuck
@bobe_bot
@crowdfundnews
@ijournal

Top Tweeters in G6:
@artificialbra1n
@discovertech3
@hubofml
@2bftawfik
@blkhwk0ps
@rahul05ranjan
@robotconsumer
@markderiz
@indieangles
@nvsdata

Top Tweeters in G7:
@russshaw1
@uktnofficial
@bclouduk
@fintech_global
@preciselydata
@techlondonadv
@duckcreektech
@globaltechadv
@kyndcyber
@tla_insurtech

Top Tweeters in G8:
@ucloudify
@bizsales247
@gumballgary
@insurteched
@m00re
@askkodiak
@akryanins
@da_strategy
@hubbinsure
@rumpinsurance

Top Tweeters in G9:
@enilev
@ces
@hashtagmarketi7
@nodexl
@philippemetayer
@cedric_o
@lafrenchtech
@payfit
@pay

Top Tweeters in G10:
@akwyz
@ritikag69283079
@avrohomg
@freedomfirecom
@margaretsiegien
@ibm
@ibmconsulting
@chbieck
@relevancemethod