InsurTech, Twitter, 4/1/2022 12:23:53 PM, 274127


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InsurTech_2022-04-01_04-55-46.xlsx
InsurTech_2022-04-01_04-55-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2022
Short Description:
InsurTech via NodeXL https://bit.ly/3K1YacG
@chidambara09
@stratorob
@enricomolinari
@globaliqx
@spirosmargaris
@yo_chamuco
@khulood_almani
@albertogaruccio
@eficiens
@veillecyber3

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

Description:
Description
The graph represents a network of 1,882 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, 01 April 2022 at 12:09 UTC.

The requested start date was Friday, 01 April 2022 at 00:01 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, 8-hour, 15-minute period from Tuesday, 29 March 2022 at 15:45 UTC to Friday, 01 April 2022 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1882
Unique Edges : 2991
Edges With Duplicates : 17105
Total Edges : 20096
Number of Edge Types : 5
Mentions : 3074
Tweet : 788
Retweet : 6195
MentionsInRetweet : 9866
Replies to : 173
Self-Loops : 1207
Reciprocated Vertex Pair Ratio : 0.0542338709677419
Reciprocated Edge Ratio : 0.102887741441958
Connected Components : 228
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 1513
Maximum Edges in a Connected Component : 19635
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.380778
Graph Density : 0.00147710111913926
Modularity : 0.21253
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,882 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, 01 April 2022 at 12:09 UTC.

The requested start date was Friday, 01 April 2022 at 00:01 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, 8-hour, 15-minute period from Tuesday, 29 March 2022 at 15:45 UTC to Friday, 01 April 2022 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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:
[127] https://twinybots.ch/
[42] https://coruzant.com/security/top-cybersecurity-trends-for-fintech-in-2022/
[38] https://www.bankingdive.com/news/wells-fargo-narrows-its-racial-gap-in-mortgage-refinancing/621112/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-03-28%20Banking%20Dive%20%5Bissue:40661%5D&utm_term=Banking%20Dive
[32] https://www.raconteur.net/sustainability/data-esg-sustainability-actionable/?utm_source=ActiveCampaign&utm_medium=email&utm_content=The+Japanese+manufacturing+concept+changing+hybrid+working&utm_campaign=Daily-newsletter-mon-29-mar-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[26] https://veille-cyber.com/3-questions-to-ask-your-ai-startup/
[25] https://www.insurancebusinessmag.com/asia/news/breaking-news/insurance-business-reveals-the-global-100-2022-400519.aspx#.YkTHX5cABTM.twitter
[23] https://www.insurancebusinessmag.com/us/news/technology/se2-snaps-up-breathe-life-400676.aspx#.YkTIQU0NxLY.twitter
[20] https://centeridentity.com/
[18] https://www.raconteur.net/technology/companies-wary-metaverse/?utm_source=ActiveCampaign&utm_medium=email&utm_content=The+Japanese+manufacturing+concept+changing+hybrid+working&utm_campaign=Daily-newsletter-mon-29-mar-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[18] https://www.datasciencecentral.com/credit-card-fraud-detection-case-study-improving-safety-and/

Top URLs in Tweet in G1:
[24] https://coruzant.com/security/top-cybersecurity-trends-for-fintech-in-2022/
[15] https://twinybots.ch/
[14] https://www.theverge.com/2022/3/30/23001468/google-search-ai-mum-personal-crisis-information
[14] https://www.datasciencecentral.com/credit-card-fraud-detection-case-study-improving-safety-and/
[13] https://www.forbes.com/sites/bernardmarr/2022/03/04/the-5-biggest-computer-vision-trends-in-2022/?sh=5a037f7e19b3&utm_content=bufferf5678&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://medium.com/@fergie19702004_40140/in-2022-seven-major-trends-in-artificial-intelligence-ai-2db61f84d155
[11] https://www.raconteur.net/sustainability/data-esg-sustainability-actionable/?utm_source=ActiveCampaign&utm_medium=email&utm_content=The+Japanese+manufacturing+concept+changing+hybrid+working&utm_campaign=Daily-newsletter-mon-29-mar-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[9] https://fintechmagazine.com/financial-services-finserv/fraud-prevention-is-the-biggest-driver-for-investments-in-ai
[9] https://hitconsultant.net/2022/03/28/healthcare-digital-transformation-finance-industry/?utm_content=buffer65571&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.inc.com/phillip-kane/the-emerging-importance-of-financial-wellness.html?utm_content=buffere952d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[84] https://twinybots.ch/
[8] https://www.bankingdive.com/news/wells-fargo-narrows-its-racial-gap-in-mortgage-refinancing/621112/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-03-28%20Banking%20Dive%20%5Bissue:40661%5D&utm_term=Banking%20Dive
[8] https://www.insurancebusinessmag.com/us/news/breaking-news/generali-fires-ceo-candidate-400388.aspx?utm_source=GA&e=ZW5yaWNvQGVucmljb21vbGluYXJpLmNvbQ&utm_medium=20220329&utm_campaign=IBAW-Newsletter-20220329&utm_content=8C212B6E-419C-46B8-978E-42168E9B1154&tu=8C212B6E-419C-46B8-978E-42168E9B1154
[8] https://www.forbes.com/sites/barrycollins/2022/03/29/ai-handing-out-rough-justice-in-the-uk/?sh=79cd66786522
[7] https://www.raconteur.net/technology/companies-wary-metaverse/?utm_source=ActiveCampaign&utm_medium=email&utm_content=The+Japanese+manufacturing+concept+changing+hybrid+working&utm_campaign=Daily-newsletter-mon-29-mar-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[7] https://scitechdaily.com/large-hadron-collider-atlas-and-cms-collaborations-chase-the-invisible-with-the-higgs-boson/
[7] https://startuparound.com/read/1648675153.746457/A-Mobile-Version-Of-Your-Website-%E2%80%93-Do-You-Need-It
[7] https://www.onespan.com/blog/evolving-attacks-mobile-apps?utm_campaign=blog&utm_medium=social&utm_source=twitter&utm_term=20220331-vhs
[7] https://www.insurancebusinessmag.com/us/news/technology/se2-snaps-up-breathe-life-400676.aspx#.YkTIQU0NxLY.twitter
[6] https://thefintechtimes.com/cdl-seizing-ecosystem-opportunities-with-insurtech-marketplaces/

Top URLs in Tweet in G3:
[14] https://veille-cyber.com/3-questions-to-ask-your-ai-startup/
[14] https://twinybots.ch/
[13] https://veille-cyber.com/le-conflit-russo-ukrainien-jette-une-nouvelle-lumiere-sur-la-facon-de-gerer-les-cyberattaques/
[13] https://veille-cyber.com/la-tendance-protestware-gagne-lopen-source/
[13] https://veille-cyber.com/le-patron-de-la-securite-de-microsoft-sinquiete-des-arnaques-dans-le-metavers/
[12] https://veille-cyber.com/le-pionnier-allemand-des-chevaux-de-troie-legaux-finfisher-fait-faillite/
[9] https://veille-cyber.com/google-corrige-en-urgence-une-faille-zero-day-dans-chrome/
[8] https://veille-cyber.com/donnees-de-sante-letat-accuse-de-favoritisme-au-profit-de-microsoft/
[8] https://veille-cyber.com/why-diversity-in-ai-remains-a-challenge-and-how-to-fix-it/
[7] https://veille-cyber.com/presidentielle-on-a-teste-la-campagne-de-macron-sur-minecraft/

Top URLs in Tweet in G4:
[18] https://centeridentity.com/
[17] https://www.bankingdive.com/news/wells-fargo-narrows-its-racial-gap-in-mortgage-refinancing/621112/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-03-28%20Banking%20Dive%20%5Bissue:40661%5D&utm_term=Banking%20Dive
[17] https://coruzant.com/security/top-cybersecurity-trends-for-fintech-in-2022/
[12] https://twitter.com/Mobile_Morgue/status/1471233129692213249
[11] https://www.raconteur.net/sustainability/data-esg-sustainability-actionable/?utm_source=ActiveCampaign&utm_medium=email&utm_content=The+Japanese+manufacturing+concept+changing+hybrid+working&utm_campaign=Daily-newsletter-mon-29-mar-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[10] https://veille-cyber.com/3-questions-to-ask-your-ai-startup/
[9] https://t.me/togocoolpilon88
[9] https://www.insurancebusinessmag.com/us/news/columns/sanctions-and-deglobalization-what-this-means-for-insurers-400549.aspx#.YkTGPqqyx6w.twitter
[9] https://www.insurancebusinessmag.com/asia/news/breaking-news/insurance-business-reveals-the-global-100-2022-400519.aspx#.YkTHX5cABTM.twitter
[8] https://twitter.com/KIIARA/status/1479628064678023170

Top URLs in Tweet in G5:
[14] https://twinybots.ch/
[7] https://www.atlantatechblogs.com/posts/27463/redirect
[4] https://fintechconferences.com/
[2] http://www.manavigator.com/news/se2-acquires-breathe-life-to-expand-insurtech-platform
[2] https://www.entrepreneur.com/article/419651
[2] https://play.google.com/store/apps/details?id=com.uvlamp.uvlight.simulator&hl=en
[2] https://www.raconteur.net/sustainability/data-esg-sustainability-actionable/?utm_source=ActiveCampaign&utm_medium=email&utm_content=The+Japanese+manufacturing+concept+changing+hybrid+working&utm_campaign=Daily-newsletter-mon-29-mar-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[2] https://finansial.bisnis.com/read/20220331/215/1517110/gaet-insurtech-fuse-pendapatan-premi-mega-insurance-terdongkrak?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.techinasia.com/exgrab-alibaba-exec-joins-igloo-19m-raise
[2] https://thefintechtimes.com/nordigen-open-banking-meets-insurtech-a-personal-touch-through-automation/

Top URLs in Tweet in G6:
[2] http://www.prweb.com/releases/how_to_overcome_the_threat_of_complacency_in_cybersecurity/prweb18587930.htm#
[1] https://www.amazon.com/Power-Getting-Started-Self-discipline-Procrastination-ebook/dp/B09LSHVVCK/ref=sr_1_18?keywords=procrastination&qid=1636895952&s=digital-text&sr=1-18
[1] https://store.law.com/Registration/Login.aspx?mode=silent&refDomain=store.propertycasualty360.com&source=https%3A%2F%2Fwww.propertycasualty360.com%2F2022%2F03%2F30%2Fwhat-to-do-about-the-crisis-of-underinsurance%2F%3Fslreturn%3D20220230170944
[1] https://www.finance-monthly.com/2022/03/the-benefits-of-outsourced-data-analytics/
[1] https://www.eweek.com/it-management/how-can-businesses-promote-digital-transformation/?utm_content=buffere3785&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://iireporter.com/an-eye-on-the-apis-a-cloud-platforms-role-in-api-documentation-administration-and-governance/?utm_content=bufferd730d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.insurancehound.co.uk/underwriting/motor/how-meet-your-customers-insurance-expectations-now-beat-elon-musk-his-own-game-38856

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1508861755522437128

Top URLs in Tweet in G8:
[6] https://sviaccelerator.com/innovation-trailblazers-webinar-series-insurance-accelerated-digitally-powering-growth-digital-distribution-2022/#group_A0076
[3] https://sviaccelerator.com/innovation-trailblazers-webinar-series-insurance-accelerated-digitally-powering-growth-property-casualty-2022/#group_A0077
[2] https://technation.io/news/is-open-finance-the-future-of-insurance-innovation/
[2] https://sviaccelerator.com/innovation-trailblazers-webinar-series-insurance-accelerated-digitally-powering-growth-life-annuities-benefits-2022/#group_A0078
[2] https://www.yahoo.com/now/plum-life-secures-5-3-160500826.html
[2] https://www.nzherald.co.nz/business/aig-plans-to-float-life-insurance-and-asset-management-business/PANYXBVQOECXMZ27ZD65NFDSQQ/
[2] https://planckdata.com/a-journey-to-the-future-of-insurance/
[2] https://www.mckinsey.com/industries/financial-services/our-insights/insurance/women-in-insurance-leading-voices-on-trends-affecting-insurers/shaping-digital-insurance-distribution-with-yolanda-zonno
[2] https://se2.com/company-news/se2-acquires-breathe-life-scale-saas-product-data-capabilities-carriers-across-insurance-lifecycle/

Top URLs in Tweet in G9:
[1] https://techcrunch.com/2022/03/29/y-combinator-india-winter-2022/
[1] https://twitter.com/ycombinator/status/1506375161884274689

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1509186261625589762
[1] https://twitter.com/i/web/status/1509177727445876749

Top Domains
Top Domains in Tweet in Entire Graph:
[720] twitter.com
[297] veille-cyber.com
[205] insurancebusinessmag.com
[127] twinybots.ch
[98] raconteur.net
[94] co.uk
[76] entrepreneur.com
[69] forbes.com
[62] medium.com
[45] bankingdive.com

Top Domains in Tweet in G1:
[69] insurancebusinessmag.com
[61] twitter.com
[34] forbes.com
[33] entrepreneur.com
[26] raconteur.net
[24] coruzant.com
[23] co.uk
[20] veille-cyber.com
[20] globaliqx.com
[19] medium.com

Top Domains in Tweet in G2:
[107] twitter.com
[84] twinybots.ch
[48] insurancebusinessmag.com
[42] co.uk
[36] entrepreneur.com
[30] medium.com
[25] raconteur.net
[23] forbes.com
[23] startuparound.com
[22] fintech.global

Top Domains in Tweet in G3:
[220] veille-cyber.com
[36] twitter.com
[22] insurancethoughtleadership.com
[14] insurancebusinessmag.com
[14] twinybots.ch
[13] co.uk
[12] insurancejournal.com
[11] insurtechinsights.com
[8] raconteur.net
[7] expeflow.com

Top Domains in Tweet in G4:
[453] twitter.com
[65] insurancebusinessmag.com
[55] veille-cyber.com
[30] raconteur.net
[27] youtube.com
[18] centeridentity.com
[18] bankingdive.com
[17] coruzant.com
[10] co.uk
[9] soundcloud.com

Top Domains in Tweet in G5:
[37] twitter.com
[14] twinybots.ch
[8] atlantatechblogs.com
[7] google.com
[6] thefintechtimes.com
[6] insurancebusinessmag.com
[5] entrepreneur.com
[5] linkedin.com
[4] com.br
[4] fintechconferences.com

Top Domains in Tweet in G6:
[2] prweb.com
[1] amazon.com
[1] law.com
[1] finance-monthly.com
[1] eweek.com
[1] iireporter.com
[1] co.uk

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[11] sviaccelerator.com
[2] technation.io
[2] yahoo.com
[2] co.nz
[2] planckdata.com
[2] mckinsey.com
[2] se2.com

Top Domains in Tweet in G9:
[1] techcrunch.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3822] iot
[3795] python
[3539] javascript
[3329] pytorch
[3265] iiot
[3140] ai
[2998] wordpress
[2969] reactjs
[2777] insurtech
[2519] security



Top Hashtags in Tweet in G1:
[693] insurtech
[634] fintech
[477] finserv
[359] ai
[236] marketing
[173] ehealth
[145] women
[144] datascientist
[142] metaverse
[139] ces2023

Top Hashtags in Tweet in G2:
[731] insurtech
[707] usa
[542] women
[535] ehealth
[527] finserv
[524] ces2023
[522] datascientist
[521] cx
[477] digitalhealth
[469] healthtech

Top Hashtags in Tweet in G3:
[263] ai
[200] aiethics
[179] insurtech
[166] machinelearning
[122] python
[110] fintech
[83] iot
[82] finserv
[79] insurance
[73] deeplearning

Top Hashtags in Tweet in G4:
[3610] python
[3583] iot
[3305] pytorch
[3248] javascript
[3239] iiot
[2974] wordpress
[2933] reactjs
[2494] security
[2243] ai
[2113] defi

Top Hashtags in Tweet in G5:
[67] insurtech
[26] fintech
[16] insurance
[10] innovation
[10] ai
[8] iot
[8] techblogs
[8] community
[5] technology
[4] india

Top Hashtags in Tweet in G6:
[5] insurtech
[4] cybersecurity
[4] ai
[4] fintech
[4] socialmedia
[2] insurance
[1] machinelearning
[1] emailmarketing
[1] blockchain
[1] procrastination

Top Hashtags in Tweet in G7:
[1] womenshistorymonth

Top Hashtags in Tweet in G8:
[19] insurance
[16] insurtech
[6] sviaevents
[5] webinar
[4] digitaldistribution
[3] digitalagents
[3] digitalbrokers
[3] digitalinsurance
[2] openfinance
[2] saas

Top Hashtags in Tweet in G9:
[2] insurtech
[1] insurance

Top Hashtags in Tweet in G10:
[7] axa
[6] innovation

Top Words
Top Words in Tweet in Entire Graph:
[3905] #iot
[3869] #python
[3577] #javascript
[3374] #pytorch
[3323] #iiot
[3202] #ai
[3047] #wordpress
[2986] #reactjs
[2828] #insurtech
[2554] #security

Top Words in Tweet in G1:
[705] #insurtech
[643] #fintech
[489] #finserv
[359] #ai
[283] enricomolinari
[248] #marketing
[173] #ehealth
[151] chidambara09
[145] #women
[144] #datascientist

Top Words in Tweet in G2:
[724] #insurtech
[707] #usa
[542] #women
[535] #ehealth
[527] #finserv
[524] #ces2023
[522] #datascientist
[521] #cx
[477] #digitalhealth
[469] #healthtech

Top Words in Tweet in G3:
[263] #ai
[200] #aiethics
[179] #insurtech
[166] #machinelearning
[154] veillecyber3
[122] #python
[110] #fintech
[85] stratorob
[83] #iot
[82] #finserv

Top Words in Tweet in G4:
[3684] #python
[3656] #iot
[3350] #pytorch
[3297] #iiot
[3286] #javascript
[3022] #wordpress
[2950] #reactjs
[2529] #security
[2305] #ai
[2280] kiiara

Top Words in Tweet in G5:
[83] insurtech
[66] #insurtech
[39] insurance
[26] #fintech
[18] more
[16] #insurance
[13] fintech
[13] company
[12] business
[10] #innovation

Top Words in Tweet in G6:
[5] #insurtech
[4] #cybersecurity
[4] #ai
[4] #fintech
[4] #socialmedia
[3] inspiredbylaban
[3] readingisourpas
[3] jgmacleodauthor
[3] plstuartwrites
[3] trilllindsay

Top Words in Tweet in G8:
[19] #insurance
[16] #insurtech
[12] sviaccelerator
[12] join
[12] rd
[10] insurance
[6] life
[6] #sviaevents
[5] free
[5] #webinar

Top Words in Tweet in G9:
[5] insuremyteam
[4] ycombinator
[3] healthcare
[3] kunaldpopat
[3] raecha06
[2] techcrunch
[2] mentions
[2] yc
[2] w22
[2] latest

Top Words in Tweet in G10:
[10] innovate
[10] find
[10] jiaqi
[10] anne
[10] nicolas
[10] secil
[9] axa
[9] axa_partners
[7] #axa
[7] axaventures

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3296] #iot,#iiot
[2950] #javascript,#reactjs
[2686] #reactjs,#wordpress
[2355] #wordpress,#security
[2165] #pytorch,#javascript
[2113] #iiot,#pytorch
[2095] #security,#defi
[1996] #python,#iot
[1627] #ai,#iot
[1483] #python,#ai

Top Word Pairs in Tweet in G1:
[199] #fintech,#insurtech
[162] #fintech,#finserv
[144] #finserv,#insurtech
[139] #women,#ehealth
[139] #ehealth,#ces2023
[139] #ces2023,#finserv
[137] #cx,#women
[125] #insurtech,#fintech
[119] #healthtech,#datascientist
[115] chidambara09,#healthtech

Top Word Pairs in Tweet in G2:
[522] #women,#ehealth
[512] #cx,#women
[510] #ehealth,#ces2023
[487] #ces2023,#finserv
[466] #healthtech,#datascientist
[443] #usa,#cx
[428] #digitalhealth,#cloud
[410] #cloud,#usa
[289] #datascientist,#digitalhealth
[241] #100daysofcode,#javascript

Top Word Pairs in Tweet in G3:
[158] #aiethics,#machinelearning
[140] #machinelearning,#ai
[114] #ai,#python
[71] #python,#deeplearning
[71] #healthtech,#datascientist
[71] #women,#ehealth
[71] #ehealth,#ces2023
[71] #ces2023,#finserv
[70] chidambara09,#healthtech
[69] #usa,#cx

Top Word Pairs in Tweet in G4:
[3272] #iot,#iiot
[2927] #javascript,#reactjs
[2664] #reactjs,#wordpress
[2337] #wordpress,#security
[2147] #pytorch,#javascript
[2094] #iiot,#pytorch
[2075] #security,#defi
[1977] #python,#iot
[1580] #ai,#iot
[1479] #python,#ai

Top Word Pairs in Tweet in G5:
[9] insurtech,company
[8] #techblogs,#community
[7] #innovation,#insurtech
[7] #fintech,#insurtech
[7] atlanta,based
[7] based,insurtech
[7] company,double
[7] double,staff
[7] staff,10m
[7] 10m,raise

Top Word Pairs in Tweet in G6:
[3] inspiredbylaban,readingisourpas
[3] readingisourpas,jgmacleodauthor
[3] jgmacleodauthor,plstuartwrites
[3] plstuartwrites,trilllindsay
[3] trilllindsay,trhamby1
[3] trhamby1,tonyawrites
[3] tonyawrites,tristanbtaylor
[2] overcome,threat
[2] threat,complacency
[2] complacency,#cybersecurity

Top Word Pairs in Tweet in G8:
[6] join,#insurance
[5] free,#insurtech
[5] #insurtech,#webinar
[5] #webinar,info
[5] info,#insurance
[5] #insurtech,#sviaevents
[4] future,insurance
[3] sviaccelerator,join
[3] #insurance,#digitaldistribution
[3] #digitalagents,#digitalbrokers

Top Word Pairs in Tweet in G9:
[2] techcrunch,mentions
[2] mentions,insuremyteam
[2] insuremyteam,yc
[2] yc,w22
[2] w22,latest
[2] latest,article
[2] article,ycombinator
[2] ycombinator,demo
[2] demo,day
[2] day,founders

Top Word Pairs in Tweet in G10:
[10] innovate,find
[10] jiaqi,anne
[10] anne,nicolas
[10] nicolas,secil
[9] secil,axa_partners
[7] #axa,innovate
[7] find,jiaqi
[7] axa_partners,axaventures
[7] axaventures,axanext
[6] axa,#axa

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@itsoknottobegay
@lilpapabean_
@enricomolinari
@myth_0_logic
@____geneankle
@insurtechforum
@culer014
@everydaykiiara

Top Replied-To in G1:
@enricomolinari
@insurtechforum
@khulood_almani
@globaliqx
@labordeolivier
@sharleneisenia
@pl_wtw
@shauldaviduk
@swissre
@gerald_bader

Top Replied-To in G2:
@danfiehn
@airasystem
@acheconnect
@andrew_correll_
@lonn_hill

Top Replied-To in G3:
@lemonade_inc
@chubb
@nigelwalsh

Top Replied-To in G4:
@kiiara
@itsoknottobegay
@lilpapabean_
@____geneankle
@myth_0_logic
@culer014
@micarlosguevara
@tokenhiphop

Top Replied-To in G6:
@inspiredbylaban

Top Replied-To in G7:
@metaf1club

Top Replied-To in G9:
@techcrunch
@insuremyteam

Top Mentioned
Top Mentioned in Entire Graph:
@kiiara
@mobile_morgue
@chidambara09
@enricomolinari
@eighth_mile
@itsoknottobegay
@eminem
@detroit_riddler
@binary_language
@wardpsychiatric

Top Mentioned in G1:
@enricomolinari
@chidambara09
@globaliqx
@insurancebizus
@spirosmargaris
@khulood_almani
@dinisguarda
@psb_dc
@fgraillot
@stratorob

Top Mentioned in G2:
@chidambara09
@enilev
@betamoroney
@enricomolinari
@eficiens
@f10_accelerator
@insurancebizus
@sabinevdl
@jamesvgingerich
@adrianafreitas

Top Mentioned in G3:
@veillecyber3
@chidambara09
@stratorob
@itlupdates
@jamesvgingerich
@enricomolinari
@ijournal
@iti_insurtech
@expeflow
@insurtechforum

Top Mentioned in G4:
@kiiara
@mobile_morgue
@eighth_mile
@itsoknottobegay
@detroit_riddler
@eminem
@binary_language
@wardpsychiatric
@everydaykiiara
@penmanshipp

Top Mentioned in G5:
@karl_popp
@culturerp
@pay_utech
@sapiensins
@opojisteni_cz

Top Mentioned in G6:
@readingisourpas
@jgmacleodauthor
@plstuartwrites
@trilllindsay
@trhamby1
@tonyawrites
@tristanbtaylor
@mina3angel
@akwyz
@aghiathchbib

Top Mentioned in G7:
@supportgroup12
@rmi_insurtech
@swamilion
@securityblvd
@ttestimationn
@businsmagazine
@mattkimball_mis
@treadstone71llc
@lockton
@tim_maliyil

Top Mentioned in G8:
@sviaccelerator
@majesco_inc
@mikeatspice
@carroll_melis
@xceedanceglobal
@ebaotech_corp
@technation
@yahoo
@nzherald
@planckdata

Top Mentioned in G9:
@ycombinator
@kunaldpopat
@raecha06
@insuremyteam
@ericjmblondeel
@mattdote
@samosinsure
@techcrunch
@0xmetal
@punambolam

Top Mentioned in G10:
@axa
@axa_partners
@axaventures
@axanext
@jefvanin
@axave

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@chidambara09
@bisniscom
@javascriptd
@venezuelaaldia
@evankirstel
@jfsebastian146
@botraj1
@dev_discourse

Top Tweeters in G1:
@evankirstel
@dataaugmented
@businessinsider
@emperatriz1827
@nicochan33
@vivmilano
@trippbraden
@ricardo_ik_ahau
@marshacollier
@caring_mobile

Top Tweeters in G2:
@chidambara09
@dev_discourse
@gezgintrk
@laveilletechno
@ucloudify
@stanleyepstein
@krishanmohankr6
@fintechbot
@manifattura40
@entrepreneur

Top Tweeters in G3:
@marshawright
@rvp
@womencodersbot
@youranonriots
@robotproud
@jeandoobs
@bot_innovation
@nytimes
@o_g_log
@thecuriousluke

Top Tweeters in G4:
@sectest9
@javascriptd
@jfsebastian146
@botraj1
@fabriciosx
@fluttbot
@fintechna
@100daysof2020
@calcaware
@serverlessfan

Top Tweeters in G5:
@bisniscom
@venezuelaaldia
@marketscafe
@suriyasubraman
@bsindia
@italiastartup_
@saeedbaygi
@atltechblogs
@karl_popp
@ommcomnews

Top Tweeters in G6:
@jgmacleodauthor
@readingisourpas
@ebooklingo
@tonyawrites
@mclynd
@inspiredbylaban
@chuckdbrooks
@tristanbtaylor
@trhamby1
@plstuartwrites

Top Tweeters in G7:
@cybereveryword
@swamilion
@treadstone71llc
@tim_maliyil
@1nterestingtech
@businsmagazine
@securityblvd
@lockton
@rmi_insurtech
@advprashantmali

Top Tweeters in G8:
@nzherald
@yahoo
@mckinsey
@technation
@majesco_inc
@mikeatspice
@sviaccelerator
@ianmtl
@emergn
@neutrinos_co

Top Tweeters in G9:
@techcrunch
@ycombinator
@bombay_71
@punambolam
@ericjmblondeel
@mattdote
@raecha06
@0xmetal
@insuremyteam
@samosinsure

Top Tweeters in G10:
@dumontaline
@axanext
@axa
@axaventures
@axa_partners
@ahlem_grd
@carrereflorence
@sstales
@jefvanin
@guiboisseau