InsurTech, Twitter, 9/17/2021 8:37:58 PM, 262284


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InsurTech_2021-09-17_04-55-46.xlsx
InsurTech_2021-09-17_04-55-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2021
Short Description:
InsurTech via NodeXL https://bit.ly/3nJR9oM
@chidambara09
@enricomolinari
@stratorob
@spirosmargaris
@globaliqx
@veillecyber3
@fgraillot
@albertogaruccio
@andi_staub
@eficiens

Top hashtags:
#insurtech
#fintech
#ai
#insurance
#bigdata
#artificialintelligence

Description:
Description
The graph represents a network of 3,115 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, 17 September 2021 at 12:16 UTC.

The requested start date was Friday, 17 September 2021 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 5-day, 19-hour, 34-minute period from Saturday, 11 September 2021 at 04:12 UTC to Thursday, 16 September 2021 at 23:47 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 : 3115
Unique Edges : 4853
Edges With Duplicates : 14647
Total Edges : 19500
Number of Edge Types : 5
MentionsInRetweet : 9588
Mentions : 3140
Retweet : 5295
Tweet : 1410
Replies to : 67
Self-Loops : 1516
Reciprocated Vertex Pair Ratio : 0.051430832124489
Reciprocated Edge Ratio : 0.0978301768468581
Connected Components : 363
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 2522
Maximum Edges in a Connected Component : 18678
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.174356
Graph Density : 0.000821949441810454
Modularity : 0.261502
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,115 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, 17 September 2021 at 12:16 UTC.

The requested start date was Friday, 17 September 2021 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 5-day, 19-hour, 34-minute period from Saturday, 11 September 2021 at 04:12 UTC to Thursday, 16 September 2021 at 23:47 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:
[88] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261650
[88] https://twinybots.ch/
[86] https://veille-cyber.com/a-complete-machine-learning-project-from-scratch-setting-up/
[79] https://veille-cyber.com/how-to-invest-in-robotics-and-artificial-intelligence/
[68] https://fintechconferences.com/
[62] https://www.accel.com/noteworthy/prepared-mind-the-insurtech-landscape-and-five-predictions-for-the-future
[51] https://veille-cyber.com/ai-can-make-better-clinical-decisions-than-humans/
[49] https://www.expresscomputer.in/news/gartner-4-trends-driving-near-term-artificial-intelligence-innovation/79094/?utm_content=buffera8fce&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[49] https://mindmatters.ai/2021/09/isnt-it-time-for-an-artificial-intelligence-reality-check/
[45] https://veille-cyber.com/inside-ebays-optimization-techniques-for-scaling-ai/

Top URLs in Tweet in G1:
[22] https://www.washingtonpost.com/politics/2021/09/14/cyber-insurance-may-not-be-making-companies-more-secure/
[19] https://twinybots.ch/
[12] https://www.masslive.com/business/2021/09/businesses-call-for-additional-unemployment-insurance-relief.html
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261650
[11] https://www.accel.com/noteworthy/prepared-mind-the-insurtech-landscape-and-five-predictions-for-the-future
[11] https://money.com/life-insurance-as-collateral/
[10] https://www.expresscomputer.in/news/gartner-4-trends-driving-near-term-artificial-intelligence-innovation/79094/?utm_content=buffera8fce&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.linkedin.com/posts/matteocarbone_cigna-partners-with-carevoice-to-extend-reach-activity-6843511847547756544-F5hu
[7] https://www.linkedin.com/posts/matteocarbone_iot-insurtech-iotinsobs-activity-6844231771761070080-akKw
[7] https://www.businessinsurance.com/article/20210914/NEWS06/912344376/Insuring-fintech-firms-presents-challenges?utm_content=buffer4560d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[78] https://veille-cyber.com/a-complete-machine-learning-project-from-scratch-setting-up/
[73] https://veille-cyber.com/how-to-invest-in-robotics-and-artificial-intelligence/
[65] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261650
[63] https://fintechconferences.com/
[48] https://veille-cyber.com/ai-can-make-better-clinical-decisions-than-humans/
[40] https://veille-cyber.com/inside-ebays-optimization-techniques-for-scaling-ai/
[31] https://www.forbes.com/sites/cognitiveworld/2020/05/21/ai-devours-data/?sh=2534050144a6&utm_content=bufferb61ff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[31] https://veille-cyber.com/what-is-zero-trust-it-depends-what-you-want-to-hear/
[31] https://veille-cyber.com/nft-craze-is-far-from-over/
[30] https://veille-cyber.com/deep-learning-model-for-mammograms-predicts-breastcancer-risk/

Top URLs in Tweet in G3:
[36] https://www.accel.com/noteworthy/prepared-mind-the-insurtech-landscape-and-five-predictions-for-the-future
[17] https://www.retailwire.com/discussion/did-the-pandemic-change-digital-marketing-for-good/
[16] https://www.expresscomputer.in/news/gartner-4-trends-driving-near-term-artificial-intelligence-innovation/79094/?utm_content=buffera8fce&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://thefinancialbrand.com/121796/machine-driven-marketing-the-future-of-ethical-ai-and-digital-banking/
[13] https://mindmatters.ai/2021/09/isnt-it-time-for-an-artificial-intelligence-reality-check/
[12] https://www.insurancenews.com.au/insurtech/irelands-rentalmatics-enters-australia-with-new-deal
[12] https://driving.ca/features/insurance/insurance-checklist-for-the-return-of-the-work-commute
[12] https://www.fool.com/the-ascent/insurance/auto/articles/why-i-unbundled-some-of-my-insurance-policies/
[11] https://techcrunch.com/2021/09/10/is-it-so-bad-to-take-money-from-chinese-venture-funds/?utm_content=buffer4dfdf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.dig-in.com/opinion/digital-insurance-marketplace-rise-fueled-by-tech

Top URLs in Tweet in G4:
[19] https://fintechmagazine.com/banking/mastercard-acquires-aiia-expand-open-banking-reach?utm_source=Newsletter+FinTech+Magazine&utm_campaign=aae14b81db-EMAIL_CAMPAIGN_2021_07_02_03_52_COPY_01&utm_medium=email&utm_term=0_9738f7c924-aae14b81db-410775482&mc_cid=aae14b81db&mc_eid=974940cd1e
[15] https://www.biometricupdate.com/202109/facial-recognition-forecast-at-8-5b-in-2025-biometric-payment-cards-breaking-out
[10] https://gomedici.com/how-sodexo-is-jumping-on-the-fintech-bandwagon-in-india
[8] http://gomedici.com/evolution-of-the-open-banking-ecosystem-in-canada
[8] https://www.paymentsdive.com/news/jpmorgan-to-buy-majority-stake-in-volkswagens-payments-business/606231/?:%202021-09-14%20Payments%20Dive%20%5Bissue:36698%5D
[7] https://gomedici.com/smartphone-manufacturers-making-inroads-into-digital-payments
[6] http://gomedici.com/post-trade-settlement-solutions-using-blockchain
[6] https://www.paymentsdive.com/news/payment-industry-acquisitions-shoot-toward-record-year/606534/?:%202021-09-14%20Payments%20Dive%20%5Bissue:36698%5D
[6] https://www.paymentsdive.com/news/mastercard-sees-holiday-spending-climbing/606443/?:%202021-09-14%20Payments%20Dive%20%5Bissue:36698%5D
[6] https://www.pymnts.com/smbs/2021/mastercard-digital-commerce-smb-focus-shifts-to-faster-payments/

Top URLs in Tweet in G5:
[6] https://twinybots.ch/
[5] https://www.linkedin.com/slink?code=dXWyBFZ2
[4] https://www.techinasia.com/vinacapital-ventures-backs-vietnamese-insurtech-firm
[3] https://mindmatters.ai/2021/09/isnt-it-time-for-an-artificial-intelligence-reality-check/
[3] https://thefintechtimes.com/insurance-insurtech-and-wider-fintech-partnerships-in-the-middle-east-africa/
[3] https://www.techinasia.com/indonesian-insurtech-stealth-mode-raises-1m
[3] https://fintechmagazine.com/digital-payments/flycoin-making-cryptocurrency-new-air-miles
[2] https://www.openbankingdirectory.io/news/top-10-fintech-and-insurtech-innovation-labs-in-singapore-to-check-out-in-2021
[2] https://nocamels.com/2021/08/insurtech-hippo-innovation-center-israel/
[2] https://fintechmagazine.com/digital-payments/flycoin-making-cryptocurrency-new-air-miles?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[3] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-next-gen-data-analytics-the-2-0-future-of-insurance-2021/#group_A0061
[2] https://www.thehindubusinessline.com/money-and-banking/how-max-life-wants-to-leverages-aiml-to-improve-customer-experience/article36093513.ece
[2] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-pc-insurance-2-0-2021/#group_A0062
[2] https://www.dxc.com/us/en/insights/perspectives/paper/A-winning-strategy-for-modernizing-insurance-IT
[2] https://www.the-digital-insurer.com/thought-leadership/insurance-of-the-future-evolving-tech-changing-digital-habits/
[2] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-digital-transformation-2-0-acceleration-frameworks-2021/#group_A0063
[2] https://www.information-age.com/digital-transformation-in-the-insurance-sector-cultural-and-organisational-123494851/
[2] https://home.kpmg/xx/en/home/insights/2021/08/new-claims-solutions-transforming-the-value-proposition.html
[2] https://www.strategyand.pwc.com/de/en/insights/2021/accelerating-the-digital-transformation.html
[2] https://www.carriermanagement.com/features/2021/08/18/224921.htm

Top URLs in Tweet in G7:
[5] https://www.techinasia.com/indonesian-insurtech-stealth-mode-raises-1m
[5] https://twinybots.ch/
[2] https://www.uktech.news/news/leicestershire-based-insurtech-previsico-gains-175m-funding-20210916
[2] https://www.uktech.news/news/sequel-acquires-manchester-insurtech-sequel-20210903
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261650
[1] https://www.linkedin.com/slink?code=dCeVJCr8
[1] https://twitter.com/i/web/status/1438034136149671940
[1] https://twitter.com/i/web/status/1438481956958769156
[1] https://www.brighttalk.com/webcast/16535/502446?utm=socmed
[1] https://www.intelligentinsurer.com/news/insurtech-nuon-develops-ai-platform-to-improve-insurers-pricing-and-profits-26896

Top URLs in Tweet in G8:
[2] https://stockhouse.com/news/press-releases/2021/09/16/insuraguest-goes-live-with-igms-vacation-rental-software
[1] https://twitter.com/i/web/status/1438477348710518787
[1] https://twitter.com/i/web/status/1438555242308714501
[1] https://twitter.com/i/web/status/1438555248705130500
[1] https://ceo.ca/@accesswire/insuraguest-signs-vendor-agreement-with-vacation-rental
[1] https://twitter.com/i/web/status/1438529148373413900
[1] https://twitter.com/i/web/status/1438508816367161345
[1] https://twitter.com/i/web/status/1437833866505375747
[1] https://twitter.com/i/web/status/1438197672398180357

Top URLs in Tweet in G9:
[2] https://techcrunch.com/2021/09/11/the-next-big-startup-may-just-help-venture-back-more-startups/?utm_content=buffer3369a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1438031358035628033
[1] https://www.moneytoday.ch/news/smile-lassen-sich-mit-kostenlosen-services-und-einem-laecheln-neue-versicherungs-kunden-gewinnen

Top URLs in Tweet in G10:
[1] https://www.canadianunderwriter.ca/insurance/insurtechs-disruptors-or-partners-1004211935/

Top Domains
Top Domains in Tweet in Entire Graph:
[876] twitter.com
[753] veille-cyber.com
[104] nodexlgraphgallery.org
[96] forbes.com
[93] biometricupdate.com
[88] linkedin.com
[88] twinybots.ch
[71] fintechmagazine.com
[70] co.uk
[70] paper.li

Top Domains in Tweet in G1:
[255] twitter.com
[40] linkedin.com
[38] veille-cyber.com
[31] insurzine.com
[22] washingtonpost.com
[20] biometricupdate.com
[19] twinybots.ch
[16] businessinsurance.com
[16] eficiens.com
[15] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[692] veille-cyber.com
[172] twitter.com
[73] nodexlgraphgallery.org
[63] fintechconferences.com
[54] forbes.com
[37] bbntimes.com
[29] ow.ly
[28] co.uk
[28] mindmatters.ai
[27] biometricupdate.com

Top Domains in Tweet in G3:
[125] twitter.com
[36] accel.com
[22] forbes.com
[18] veille-cyber.com
[17] com.au
[17] paper.li
[17] retailwire.com
[16] expresscomputer.in
[15] co.za
[14] dig-in.com

Top Domains in Tweet in G4:
[70] twitter.com
[39] biometricupdate.com
[31] gomedici.com
[25] paymentsdive.com
[21] fintechmagazine.com
[10] visualcapitalist.com
[7] thepaypers.com
[6] mckinsey.com
[6] pymnts.com
[5] gartner.com

Top Domains in Tweet in G5:
[84] twitter.com
[15] techinasia.com
[14] linkedin.com
[10] fintechmagazine.com
[10] leeent.net
[6] twinybots.ch
[5] paper.li
[5] alltheinternetofthings.com
[4] thefintechtimes.com
[4] com.br

Top Domains in Tweet in G6:
[9] sviaccelerator.com
[9] twitter.com
[3] dlvr.it
[2] thehindubusinessline.com
[2] dxc.com
[2] the-digital-insurer.com
[2] information-age.com
[2] home.kpmg
[2] pwc.com
[2] carriermanagement.com

Top Domains in Tweet in G7:
[7] techinasia.com
[6] twitter.com
[5] twinybots.ch
[4] uktech.news
[2] intelligentinsurer.com
[2] nodexlgraphgallery.org
[1] linkedin.com
[1] brighttalk.com
[1] reuters.com
[1] mindmatters.ai

Top Domains in Tweet in G8:
[7] twitter.com
[2] stockhouse.com
[1] ceo.ca

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

Top Domains in Tweet in G10:
[1] canadianunderwriter.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3528] insurtech
[2357] fintech
[1694] ai
[713] insurance
[630] bigdata
[605] artificialintelligence
[598] machinelearning
[488] iot
[426] cybersecurity
[359] innovation



Top Hashtags in Tweet in G1:
[920] insurtech
[358] fintech
[235] insurance
[181] ai
[102] innovation
[73] startup
[72] iot
[66] cybersecurity
[62] digital
[54] bigdata

Top Hashtags in Tweet in G2:
[1456] insurtech
[1321] fintech
[1168] ai
[508] bigdata
[495] machinelearning
[460] artificialintelligence
[305] iot
[285] cybersecurity
[285] data
[237] programming

Top Hashtags in Tweet in G3:
[490] insurtech
[356] fintech
[197] ai
[186] insurance
[64] artificialintelligence
[49] machinelearning
[44] iot
[40] marketing
[39] finserv
[37] bigdata

Top Hashtags in Tweet in G4:
[162] fintech
[159] insurtech
[107] finserv
[97] ai
[72] marketing
[45] iot
[42] neobanks
[31] cybersecurity
[31] openbanking
[30] futureofwork

Top Hashtags in Tweet in G5:
[55] insurtech
[19] insurance
[17] fintech
[7] startup
[6] innovation
[6] technology
[5] iot
[5] seguros
[4] cryptocurrency
[4] insurers

Top Hashtags in Tweet in G6:
[24] insurtech
[15] insurance
[11] webinar
[6] sviaevents
[5] data
[5] businessmodels
[5] digitaltransformation
[4] dataanalytics
[4] futureofinsurance
[4] thoughtleaders

Top Hashtags in Tweet in G7:
[20] insurtech
[13] fintech
[9] insurance
[3] funding
[3] startups
[3] blockchain
[2] payments
[2] innovation
[2] automation
[2] reinsurance

Top Hashtags in Tweet in G8:
[30] insurtech
[7] fintech
[4] stocks
[4] tech
[4] stockmarket
[4] rental
[3] airbnb
[2] paradigmpicks
[2] travel
[1] robot

Top Hashtags in Tweet in G9:
[11] insurtech
[5] versicherungen
[5] dataforvalue
[2] startup
[2] venture
[2] startups
[2] fintech
[2] vc
[2] smile
[2] freemium

Top Hashtags in Tweet in G10:
[18] ai
[2] insurtech
[2] insurance

Top Words
Top Words in Tweet in Entire Graph:
[3504] #insurtech
[2357] #fintech
[1694] #ai
[1155] enricomolinari
[985] stratorob
[934] insurance
[832] insurtech
[783] veillecyber3
[713] #insurance
[630] #bigdata

Top Words in Tweet in G1:
[899] #insurtech
[358] #fintech
[351] insurance
[301] stratorob
[235] #insurance
[212] insurtech
[207] enricomolinari
[181] #ai
[140] more
[118] eficiens

Top Words in Tweet in G2:
[1455] #insurtech
[1321] #fintech
[1168] #ai
[715] veillecyber3
[508] #bigdata
[495] #machinelearning
[460] #artificialintelligence
[345] enricomolinari
[322] globaliqx
[303] andi_staub

Top Words in Tweet in G3:
[489] #insurtech
[356] #fintech
[356] stratorob
[197] #ai
[186] #insurance
[171] insurance
[160] spirosmargaris
[151] enricomolinari
[118] fgraillot
[93] great

Top Words in Tweet in G4:
[441] enricomolinari
[162] #fintech
[159] #insurtech
[107] #finserv
[97] #ai
[72] #marketing
[51] wef
[44] mckinsey
[42] #iot
[42] #neobanks

Top Words in Tweet in G5:
[214] insurtech
[68] insurance
[65] fintech
[55] #insurtech
[38] 2021
[34] digital
[26] platform
[19] #insurance
[17] #fintech
[16] report

Top Words in Tweet in G6:
[24] #insurtech
[23] sviaccelerator
[22] join
[18] rd
[17] digital
[16] majesco_inc
[15] #insurance
[11] denisegarth
[11] free
[11] #webinar

Top Words in Tweet in G7:
[28] insurtech
[20] #insurtech
[13] #fintech
[11] funding
[10] next
[10] insurance
[9] fintech
[9] previsico
[9] gains
[9] flood

Top Words in Tweet in G8:
[80] isgi
[34] isgif
[30] #insurtech
[18] jimrockfordatsh
[16] insuraguest
[12] pbx
[12] disruptive
[10] very
[9] news
[8] extreme

Top Words in Tweet in G9:
[11] #insurtech
[11] die
[6] neiraosci
[5] data
[5] value
[5] neu
[5] strategie
[5] versicherern
[5] #versicherungen
[5] #dataforvalue

Top Words in Tweet in G10:
[18] follow
[18] latest
[18] news
[18] ideas
[18] implementation
[18] #ai
[18] business
[18] ops
[18] happening
[18] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1049] #fintech,#insurtech
[408] #insurtech,#fintech
[250] #programming,#data
[178] #data,#analytics
[168] #insurtech,#bigdata
[151] #analytics,#bigdata
[142] #fintech,#finserv
[141] #insurtech,#insurance
[135] #artificialintelligence,#fintech
[124] #finserv,#insurtech

Top Word Pairs in Tweet in G1:
[139] #fintech,#insurtech
[57] #insurtech,#fintech
[36] #insurtech,#insurance
[35] insurance,companies
[31] #insurance,#insurtech
[30] cyber,insurance
[29] world,insurtech
[29] insurtech,report
[27] report,2021
[26] #fintech,#finserv

Top Word Pairs in Tweet in G2:
[692] #fintech,#insurtech
[258] #insurtech,#fintech
[235] #programming,#data
[168] #data,#analytics
[141] #analytics,#bigdata
[138] #insurtech,#bigdata
[111] #artificialintelligence,#fintech
[106] #bigdata,#ai
[104] globaliqx,#ai
[100] #insurtech,#machinelearning

Top Word Pairs in Tweet in G3:
[146] #fintech,#insurtech
[61] fgraillot,great
[47] #insurtech,#fintech
[46] #insurtech,#insurance
[35] #insurtech,according
[35] according,#mckinsey
[35] #mckinsey,trillion
[35] trillion,industry
[35] industry,globally
[35] globally,accel

Top Word Pairs in Tweet in G4:
[75] #fintech,#finserv
[71] #finserv,#insurtech
[37] enricomolinari,#fintech
[35] mckinsey,enricomolinari
[34] #insurtech,#marketing
[33] #fintech,#insurtech
[31] gomedici,enricomolinari
[26] wef,enricomolinari
[25] enricomolinari,#ai
[24] enricomolinari,#futureofwork

Top Word Pairs in Tweet in G5:
[22] fintech,insurtech
[14] insurtech,report
[12] magazine,fintech
[12] insurtech,platform
[12] world,insurtech
[11] insurance,insurtech
[11] insurtech,startup
[11] insurtech,firm
[11] report,2021
[10] fintech,magazine

Top Word Pairs in Tweet in G6:
[11] denisegarth,majesco_inc
[11] free,#insurtech
[11] #insurtech,#webinar
[10] join,mikeatspice
[10] mikeatspice,svia
[10] svia,denisegarth
[10] majesco_inc,jmaudslay
[10] jmaudslay,equinix
[10] equinix,free
[9] sviaccelerator,join

Top Word Pairs in Tweet in G7:
[9] previsico,gains
[9] funding,next
[9] flood,warning
[9] warning,solution
[8] insurtech,previsico
[7] insurtech,firm
[6] leicestershire,based
[6] gains,75m
[6] 75m,funding
[6] next,gen

Top Word Pairs in Tweet in G8:
[34] isgi,isgif
[27] isgi,isgi
[11] isgi,insuraguest
[7] isgif,isgi
[6] jimrockfordatsh,isgi
[6] pbx,pbx
[6] pbx,pwwbf
[6] pwwbf,isgi
[6] isgif,disruptive
[6] disruptive,#fintech

Top Word Pairs in Tweet in G9:
[5] data,value
[5] value,neu
[5] neu,die
[5] die,strategie
[5] strategie,versicherern
[5] versicherern,#insurtech
[5] #insurtech,#versicherungen
[5] #versicherungen,#dataforvalue
[5] #dataforvalue,fintechrockers
[5] fintechrockers,neiraosci

Top Word Pairs in Tweet in G10:
[18] follow,latest
[18] latest,news
[18] news,ideas
[18] ideas,implementation
[18] implementation,#ai
[18] #ai,business
[18] business,ops
[18] ops,happening
[18] happening,world
[17] joeorr_harvest,follow

Top Replied-To
Top Replied-To in Entire Graph:
@idgtechtalk
@nikmilanovic
@rahul_j_mathur
@stratorob
@concirrus
@insurtechf
@lemonade_inc
@instechinsiders
@insurtech_cap
@albertogaruccio

Top Replied-To in G1:
@stratorob
@rahul_j_mathur
@nikmilanovic
@insurtechf
@insurtech_cap
@juannybgoode
@daschreiber
@fgraillot
@enricomolinari
@globaliqx

Top Replied-To in G2:
@mediaoptions
@idgtechtalk

Top Replied-To in G3:
@albertogaruccio
@instechinsiders
@sabinevdl
@xbond49

Top Replied-To in G4:
@idgtechtalk
@mastercard
@mashable

Top Replied-To in G9:
@rinoborini

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@veillecyber3
@stratorob
@globaliqx
@spirosmargaris
@andi_staub
@albertogaruccio
@fgraillot
@xbond49
@eficiens

Top Mentioned in G1:
@stratorob
@enricomolinari
@eficiens
@albertogaruccio
@globaliqx
@fgraillot
@spirosmargaris
@jamesvgingerich
@andi_staub
@veillecyber3

Top Mentioned in G2:
@veillecyber3
@globaliqx
@andi_staub
@enricomolinari
@stratorob
@spirosmargaris
@albertogaruccio
@fgraillot
@ipfconline1
@xbond49

Top Mentioned in G3:
@stratorob
@spirosmargaris
@fgraillot
@enricomolinari
@xbond49
@globaliqx
@albertogaruccio
@accel
@sabinevdl
@andi_staub

Top Mentioned in G4:
@enricomolinari
@wef
@mckinsey
@gomedici
@paymentsdive
@globaliqx
@enricomolina
@fintechmagazine
@biometricupdate
@biometric

Top Mentioned in G5:
@directory_open
@lion54469546
@keuangannews_id
@cloverleafbi

Top Mentioned in G6:
@sviaccelerator
@majesco_inc
@denisegarth
@mikeatspice
@jmaudslay
@equinix
@carroll_melis
@colewinans
@flyreelai
@bdegoei

Top Mentioned in G7:
@previsico
@albertogaruccio
@the_lhoft
@uktnofficial
@williswee
@nigelwalsh
@germancec
@adinagrigoriu
@enricomolinari
@fgraillot

Top Mentioned in G8:
@jimrockfordatsh
@insuraguest
@chipzallday
@pmresearch_ca
@ji
@chupaplata
@albertogaruccio
@enricomolinari
@castlemarkets
@travelchannel

Top Mentioned in G9:
@neiraosci
@fintechrockers
@news_zv
@smile_versicher
@finance20ch
@spirosmargaris
@ope
@mptechnology
@smile
@albertogaruccio

Top Mentioned in G10:
@joeorr_harvest
@cdnunderwriter

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@jornalistavitor
@sectest9
@kompascom
@cybersec_feeds
@republikaonline
@chidambara09
@robre62
@bisniscom
@femtech_

Top Tweeters in G1:
@zazoomblog
@chidambara09
@robre62
@le_figaro
@lesechos
@trippbraden
@nicochan33
@alertastransito
@washingtonpost
@laveilletechno

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@rvp
@artificialbra1n
@discovertech3
@ipythonistabot

Top Tweeters in G3:
@jornalistavitor
@femtech_
@sudeepkhatri
@lorimoreno
@business
@googleexpertuk
@gmizrachi
@gordontredgold
@gezgintrk
@machinelearnflx

Top Tweeters in G4:
@evankirstel
@benishii_
@vivmilano
@mashable
@caring_mobile
@rwang0
@sim010101
@rldi_lamy
@ganjasmokercb
@kuriharan

Top Tweeters in G5:
@kompascom
@republikaonline
@jokottenweb
@crweworld
@prpnews
@agenparl
@beritasatu
@5bilionsales
@chronlaw
@jpnncom

Top Tweeters in G6:
@informationage
@kpmg_us
@dxctechnology
@acanal
@carriermgmt
@equinix
@jerrodbireley
@lorenahathaway
@verisk
@insuringcal

Top Tweeters in G7:
@markderiz
@iainlees
@corizance
@zientekglobal
@intelligentins
@williswee
@uktnofficial
@the_lhoft
@goldmansachs
@thecommsco

Top Tweeters in G8:
@youcanfoolmost
@jimrockfordatsh
@nclobo
@chelsea_av1
@travelchannel
@muddysmoney
@smallcapjt
@oandg_life
@castlemarkets
@chipzallday

Top Tweeters in G9:
@neiraosci
@andreaspages
@guidodeckstein
@rinoborini
@alainveuve
@comboeuf
@madmeier
@ndwr
@fintechrockers
@ggreve

Top Tweeters in G10:
@cdnunderwriter
@kaiehyu
@argietaberao27
@ailah_and_ailah
@afritzpandoro
@ralphdaguenot
@totomeme17
@mella1111_1816
@dominadorbaqui1
@dalaguitfranic


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