InsurTech, Twitter, 4/3/2020 2:36:16 PM, 224350


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InsurTech_2020-04-03_04-32-20.xlsx
InsurTech_2020-04-03_04-32-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2020
Short Description:
InsurTech via NodeXL https://bit.ly/2yp5i2S
@spirosmargaris
@albertogaruccio
@insurtrek
@stratorob
@andi_staub
@fgraillot
@insurtechtalk
@insurtechnews
@chidambara09
@rahul_j_mathur

Top hashtags:
#insurtech
#fintech
#ai
#insurance
#startup
#covid19
#bigdata

Description:
Description
The graph represents a network of 2,580 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, 03 April 2020 at 11:34 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 5-day, 7-hour, 30-minute period from Saturday, 28 March 2020 at 16:30 UTC to Friday, 03 April 2020 at 00:01 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 : 2580
Unique Edges : 4558
Edges With Duplicates : 4587
Total Edges : 9145
Number of Edge Types : 4
Mentions : 3170
MentionsInRetweet : 4713
Tweet : 1173
Replies to : 89
Self-Loops : 1173
Reciprocated Vertex Pair Ratio : 0.0616795165659512
Reciprocated Edge Ratio : 0.116192345436703
Connected Components : 438
Single-Vertex Connected Components : 306
Maximum Vertices in a Connected Component : 1911
Maximum Edges in a Connected Component : 8378
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.716593
Graph Density : 0.000765725553140903
Modularity : 0.382597
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 2,580 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, 03 April 2020 at 11:34 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 5-day, 7-hour, 30-minute period from Saturday, 28 March 2020 at 16:30 UTC to Friday, 03 April 2020 at 00:01 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:
[115] https://twinybots.ch/
[66] https://www.youtube.com/watch?v=DyIs47M6xIE&feature=youtu.be

[45] https://www.statnews.com/2020/03/30/debate-over-artificial-intelligence-to-detect-covid-19-in-lung-scans/
[34] Maret
[33] https://www.gbm.hsbc.com/insights/global-liquidity-and-cash-management/iso-20022
[32] https://www.forbes.com/sites/tomdavenport/2020/03/27/return-on-artificial-intelligence-the-challenge-and-the-opportunity/
[32] https://analyticsindiamag.com/a-machine-learning-approach-for-monitoring-covid19-indicators/
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223939
[30] https://canada.businesschief.com/technology/3536/Bridging-the-gaps:-joining-human-and-artificial-intelligence
[29] To

Top URLs in Tweet in G1:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223939
[25] https://www.youtube.com/watch?v=DyIs47M6xIE&feature=youtu.be

[25] https://www.gbm.hsbc.com/insights/global-liquidity-and-cash-management/iso-20022
[25] https://www.forbes.com/sites/tomdavenport/2020/03/27/return-on-artificial-intelligence-the-challenge-and-the-opportunity/
[22] https://snip.ly/3zs4m8
[21] https://www.statnews.com/2020/03/30/debate-over-artificial-intelligence-to-detect-covid-19-in-lung-scans/
[21] https://thefintechtimes.com/debunking-the-5-biggest-myths-of-ai/
[19] https://www.analyticsinsight.net/when-artificial-intelligence-meets-big-data/
[16] http://ow.ly/xWvn50ySpn6
[15] https://canada.businesschief.com/technology/3536/Bridging-the-gaps:-joining-human-and-artificial-intelligence

Top URLs in Tweet in G2:
[44] https://twinybots.ch/
[25] https://insurtechnews.com/influencers
[8] https://www.planetcompliance.com/2019/01/02/fintech-an-introduction-to-the-different-sectors-innovative-technologies-and-hashtags-that-transform-the-financial-industry/
[7] https://snip.ly/ykev7c
[7] https://insurtechnews.com/insights/stay-tuned-for-major-investments-in-predictive-analytics-and-artificial-intelligence
[7] http://www.emagazine.itapro.org/Home/Article/Electronic-Chat-with-Robert-Hartwig-on-COVID-19-and-Insurance/3019
[6] https://www.youtube.com/watch?v=DyIs47M6xIE&feature=youtu.be

[6] https://snip.ly/4tf4li
[6] https://www.dig-in.com/opinion/covid-19-a-tipping-point-for-insurance-digital-transformation?utm_source=slipcase&utm_medium=affiliate&utm_campaign=slipcase
[6] https://www.willistowerswatson.com/en-SG/Insights/2020/03/covid-19-a-turning-point-for-technology?utm_source=slipcase&utm_medium=affiliate&utm_campaign=slipcase

Top URLs in Tweet in G3:
[33] https://www.youtube.com/watch?v=DyIs47M6xIE&feature=youtu.be

[30] https://twinybots.ch/
[18] https://www.statnews.com/2020/03/30/debate-over-artificial-intelligence-to-detect-covid-19-in-lung-scans/
[16] https://analyticsindiamag.com/a-machine-learning-approach-for-monitoring-covid19-indicators/
[14] https://thenextweb.com/growth-quarters/2020/04/02/why-its-almost-impossible-to-insure-these-5-emerging-technologies/
[14] https://scroll.in/article/957628/how-long-have-we-got-before-humans-are-replaced-by-artificial-intelligence
[13] https://spectrum.ieee.org/the-human-os/biomedical/imaging/hospitals-deploy-ai-tools-detect-covid19-chest-scans
[13] https://fintechnews.ch/fintech/report-fintech-in-the-light-of-covid-19/34146/
[12] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[11] https://www.entrepreneur.com/article/348368

Top URLs in Tweet in G4:
[24] https://twinybots.ch/
[5] https://www.propertycasualty360.com/2020/03/30/insurance-agents-and-insurtech-what-gives/
[4] https://canada.businesschief.com/technology/3536/Bridging-the-gaps:-joining-human-and-artificial-intelligence
[4] http://www.startuprad.io/
[4] https://www.planetcompliance.com/2019/01/02/fintech-an-introduction-to-the-different-sectors-innovative-technologies-and-hashtags-that-transform-the-financial-industry/
[3] https://analyticsindiamag.com/a-machine-learning-approach-for-monitoring-covid19-indicators/
[3] https://www.getrevue.co/profile/startupdigest-insurtech/issues/insurtech-issue-1-237095
[2] https://www.gbm.hsbc.com/insights/global-liquidity-and-cash-management/iso-20022
[2] https://medium.com/@chainvayakornvichit/startups-as-full-stack-insurers-dreamy-or-dreadful-f2b1ffabb79a
[2] https://ift.tt/2UJBo0Q

Top URLs in Tweet in G5:
[7] https://buff.ly/2TYE6QU
[5] https://buff.ly/3dyQyyA
[5] https://buff.ly/342SUlb
[5] https://www.mckinsey.com/industries/financial-services/our-insights/ecosystems-and-platforms-how-insurers-can-turn-vision-into-reality
[5] https://www.planetcompliance.com/2019/01/02/fintech-an-introduction-to-the-different-sectors-innovative-technologies-and-hashtags-that-transform-the-financial-industry/
[5] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/ff8081816439cb72016458cb3add2318?cid=8a99821e710cb00a01711bfd08b23fae&url=https%3A%2F%2Fthenextweb.com%2Fgrowth-quarters%2F2020%2F03%2F25%2F3-ways-iot-is-disrupting-insurance%2F
[4] https://www.wired.com/story/news-rules-clear-way-self-driving-cars/
[4] https://www.cbinsights.com/research/insurance-pc-value-chain-market-map-expert-intelligence/
[4] https://www.f10.ch/p2-selection-information-zurich/
[3] https://openviewpartners.com/blog/pricing-in-a-time-of-uncertainty/

Top URLs in Tweet in G6:
[3] https://insurzine.com/magic-wand-annunciate-le-6-startup-finaliste/
[2] https://insurzine.com/insurtech-drivequant-presenta-il-suo-drivekit/
[2] https://www.eu-startups.com/2020/03/coverd-raises-e1-2-million-to-insure-our-beloved-smartphones/
[1] https://thefinancialbrand.com/93679/digital-banking-fintech-finance-investment-coronavirus-impact-trends/
[1] https://insurzine.com/ivass-aumenta-interesse-delle-compagnie-verso-le-insurtech/
[1] http://ow.ly/HaNO50z0Skc
[1] https://insurzine.com/metlife-entra-a-far-parte-italian-insurtech-association/
[1] http://ow.ly/RMLm50yZCtr
[1] http://ow.ly/lHIo50yZBBH
[1] http://ow.ly/248Z50yZE7M

Top URLs in Tweet in G7:
[4] https://paymentandbanking.com/insurtech-startups-die-uebersicht-fuer-den-dach-raum/
[3] https://insurancemarket.sg/articles/insurtech/how-does-ai-and-machine-learning-create-an-impact-on-insurance/
[3] https://www.cisomag.com/research-finds-supercharged-ai-cyberattacks-are-unavoidable/
[2] https://www.supplychainbrain.com/blogs/1-think-tank/post/31066-ais-great-but-it-still-takes-humans-to-enforce-cybersecurity
[2] https://www.theguardian.com/science/2020/mar/31/new-blood-test-can-detect-50-types-of-cancer
[2] https://www.frankfurt-school-verlag.de/programm/digital_insurance.html
[2] https://twitter.com/paymentbanking/status/1244921247772835841
[2] https://www.statnews.com/2020/03/30/debate-over-artificial-intelligence-to-detect-covid-19-in-lung-scans/
[1] https://insurancemarket.sg/articles/insurtech/digital-transformation-will-make-insurance-transactions-simpler/
[1] https://www.technative.io/what-can-businesses-do-to-help-reduce-ai-bias/

Top URLs in Tweet in G8:
[4] http://fintechgermanyaward.de/?lang=en
[2] http://fintechgermanyaward.de/
[1] https://twitter.com/Mellinghoff/status/1235210447235821568?s=20
[1] https://twitter.com/FintechGermany/status/1242375601169850368

Top URLs in Tweet in G9:
[8] https://www.linkedin.com/pulse/work-easier-james-gingerich/
[7] https://www.expeflow.com/
[3] http://iireporter.com/process-intelligence-in-insurance-to-make-better-decisions/
[3] https://www.insurancethoughtleadership.com/how-ai-can-drive-clinical-insights/
[2] https://app.livestorm.co/silicon-valley-insurance-accelerator/optimizing-claims-response-in-the-face-of-a-pandemic
[2] https://sviaccelerator.com/insurtech-conferences-events/
[2] https://app.livestorm.co/silicon-valley-insurance-accelerator/next-gen-p-and-c-customer-engagement-creating-value-in-digital-ecosystems
[2] https://www.madpow.com/insights/2017/6/why-property-casualty-insurance-providers-need-design-full-customer-experience
[2] https://www.dasym.com/the-age-of-digital-mega-ecosystems/
[2] https://www.insurancejournal.com/news/southeast/2019/11/18/548418.htm

Top URLs in Tweet in G10:
[2] https://twitter.com/shiftechnology/status/1245705061881257984
[2] https://twitter.com/shiftechnology/status/1240329434814652421
[1] https://twitter.com/shiftechnology/status/1245004151655993344
[1] https://twitter.com/shiftechnology/status/1243510880270245888
[1] https://twitter.com/shiftechnology/status/1237720895579402240
[1] https://twitter.com/shiftechnology/status/1242503283127791618
[1] https://twitter.com/i/web/status/1245705061881257984
[1] https://bit.ly/2xdXi4k
[1] https://www.shift-technology.com/shift-guidewire-more-powerful-tools-for-claims-professionals/
[1] https://qoo.ly/357rzh

Top Domains
Top Domains in Tweet in Entire Graph:
[180] twitter.com
[162] snip.ly
[140] buff.ly
[116] jobvite.com
[115] twinybots.ch
[98] linkedin.com
[87] insurtechnews.com
[80] youtube.com
[76] forbes.com
[66] bit.ly

Top Domains in Tweet in G1:
[89] snip.ly
[55] buff.ly
[44] forbes.com
[31] analyticsinsight.net
[29] statnews.com
[29] twitter.com
[28] nodexlgraphgallery.org
[27] youtube.com
[27] ziftsolutions.com
[25] hsbc.com

Top Domains in Tweet in G2:
[63] insurtechnews.com
[59] snip.ly
[44] twinybots.ch
[28] linkedin.com
[26] twitter.com
[21] buff.ly
[16] dig-in.com
[13] youtube.com
[11] pscp.tv
[10] bit.ly

Top Domains in Tweet in G3:
[33] youtube.com
[30] twinybots.ch
[26] analyticsindiamag.com
[25] statnews.com
[23] buff.ly
[19] thenextweb.com
[17] forbes.com
[14] fintechnews.ch
[14] scroll.in
[13] ieee.org

Top Domains in Tweet in G4:
[46] twitter.com
[24] twinybots.ch
[15] dlvr.it
[14] fintechmagazine.com
[14] linkedin.com
[12] co.uk
[10] paper.li
[10] iammarketingmedia.com
[8] lnkd.in
[7] ziftsolutions.com

Top Domains in Tweet in G5:
[110] jobvite.com
[29] buff.ly
[13] twitter.com
[13] ziftsolutions.com
[5] medium.com
[5] mckinsey.com
[5] planetcompliance.com
[4] wired.com
[4] cbinsights.com
[4] fintechfutures.com

Top Domains in Tweet in G6:
[14] linkedin.com
[10] insurzine.com
[5] co.uk
[4] ow.ly
[2] eu-startups.com
[1] thefinancialbrand.com
[1] economysicilia.it
[1] thenextweb.com
[1] bigmarker.com
[1] bit.ly

Top Domains in Tweet in G7:
[5] paymentandbanking.com
[4] insurancemarket.sg
[3] twitter.com
[3] medium.com
[3] buff.ly
[3] cisomag.com
[2] supplychainbrain.com
[2] snip.ly
[2] theguardian.com
[2] frankfurt-school-verlag.de

Top Domains in Tweet in G8:
[6] fintechgermanyaward.de
[2] twitter.com

Top Domains in Tweet in G9:
[10] insurancethoughtleadership.com
[9] expeflow.com
[9] linkedin.com
[8] iireporter.com
[6] dig-in.com
[4] livestorm.co
[4] propertycasualty360.com
[4] canadianunderwriter.ca
[4] t.co
[3] forbes.com

Top Domains in Tweet in G10:
[12] twitter.com
[3] plugandplaytechcenter.com
[2] bit.ly
[1] shift-technology.com
[1] qoo.ly
[1] insurancebusinessmag.com
[1] law360.com
[1] visualcapitalist.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3383] insurtech
[2572] fintech
[1263] ai
[734] insurance
[668] startup
[484] covid19
[461] bigdata
[453] innovation
[322] finserv
[309] artificialintelligence



Top Hashtags in Tweet in G1:
[1342] fintech
[1267] insurtech
[797] ai
[390] startup
[351] bigdata
[292] innovation
[256] finserv
[203] iot
[189] ml
[179] artificialintelligence

Top Hashtags in Tweet in G2:
[520] insurtech
[227] insurance
[192] fintech
[84] covid19
[71] innovation
[62] startup
[49] ai
[25] 50insurtech
[22] digital
[19] digitaltransformation

Top Hashtags in Tweet in G3:
[413] fintech
[386] insurtech
[214] ai
[168] covid19
[111] startup
[81] artificialintelligence
[68] coronavirus
[56] bigdata
[54] healthcare
[54] machinelearning

Top Hashtags in Tweet in G4:
[202] insurtech
[83] insurance
[79] fintech
[24] startup
[20] ai
[17] iot
[16] innovation
[15] bigdata
[14] digitaltransformation
[13] technology

Top Hashtags in Tweet in G5:
[329] insurtech
[301] fintech
[147] hiring
[142] tweetmyjobs
[135] jobopening
[130] jobs
[110] job
[40] api
[39] ai
[25] startup

Top Hashtags in Tweet in G6:
[51] insurtech
[22] insurance
[18] fintech
[15] startup
[14] insurtechinsights
[6] technology
[5] blockchain
[5] cybersecurity
[4] coronavirus
[3] insurtechs

Top Hashtags in Tweet in G7:
[79] insurtech
[62] fintech
[56] ai
[40] ml
[36] dl
[8] innovation
[8] startup
[7] artificialintelligence
[6] cybersecurity
[6] covid19

Top Hashtags in Tweet in G8:
[33] ftga2020
[12] ftga
[11] insurtech
[10] fintech
[5] fintechs
[5] startups
[4] blockchain
[3] ai
[3] wmgruppe
[3] wmseminare

Top Hashtags in Tweet in G9:
[92] insurtech
[38] insurance
[24] ai
[19] claims
[19] futureofclaims
[16] fintech
[15] workeasier
[11] covid19
[7] machinelearning
[7] coronavirus

Top Hashtags in Tweet in G10:
[9] insurtech
[6] insurance
[5] ai
[4] pnpinsurtech
[3] fraud
[3] claims
[3] openinnovation
[2] realtime
[2] collaboration
[2] digital

Top Words
Top Words in Tweet in Entire Graph:
[3007] Words in Sentiment List#1: Positive
[1307] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[90893] Non-categorized Words
[95207] Total Words
[3348] #insurtech
[2534] #fintech
[1262] #ai
[829] spirosmargaris
[733] #insurance

Top Words in Tweet in G1:
[1320] #fintech
[1246] #insurtech
[797] #ai
[407] andi_staub
[387] spirosmargaris
[387] albertogaruccio
[371] #startup
[351] #bigdata
[265] #innovation
[240] #finserv

Top Words in Tweet in G2:
[512] #insurtech
[226] #insurance
[191] #fintech
[102] insurtech
[99] insurance
[84] #covid19
[75] stratorob
[69] #innovation
[68] spirosmargaris
[68] more

Top Words in Tweet in G3:
[406] #fintech
[383] #insurtech
[327] spirosmargaris
[214] #ai
[168] #covid19
[108] #startup
[80] #artificialintelligence
[68] #coronavirus
[56] #bigdata
[54] #machinelearning

Top Words in Tweet in G4:
[201] #insurtech
[129] insurtech
[83] #insurance
[80] insurance
[78] #fintech
[63] fintech
[54] ù
[48] ø
[30] 19
[29] industry

Top Words in Tweet in G5:
[328] #insurtech
[298] #fintech
[147] guidewire
[147] #hiring
[142] #tweetmyjobs
[134] #jobopening
[130] #jobs
[110] #job
[84] fgraillot
[66] engineer

Top Words in Tweet in G6:
[51] #insurtech
[31] insurtech
[22] #insurance
[18] magic
[18] wand
[17] annunciati
[17] vincitori
[17] fase
[17] digital_magics
[17] dei

Top Words in Tweet in G7:
[79] #insurtech
[62] #fintech
[56] #ai
[40] #ml
[37] businesses
[37] artificial
[37] intelligence
[36] help
[36] reduce
[36] bias

Top Words in Tweet in G8:
[33] #ftga2020
[22] fintechgermany
[16] happy
[16] welcome
[14] applicants
[14] nominated
[12] #ftga
[11] #insurtech
[11] click
[10] #fintech

Top Words in Tweet in G9:
[92] #insurtech
[38] #insurance
[37] insurance
[24] #ai
[22] expeflow
[19] #claims
[19] #futureofclaims
[17] solution
[15] next
[15] automated

Top Words in Tweet in G10:
[22] shiftechnology
[12] insurtech
[10] industry
[10] pnpinsurtech
[9] #insurtech
[9] startups
[8] great
[8] clearbox_ai
[7] acceleration
[6] fight

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1474] #fintech,#insurtech
[385] #insurtech,#fintech
[377] #insurtech,#startup
[273] #startup,#innovation
[173] covid,19
[167] #innovation,#finserv
[163] #ml,#fintech
[156] #insurance,#insurtech
[150] guidewire,#hiring
[145] #fintech,#tweetmyjobs

Top Word Pairs in Tweet in G1:
[819] #fintech,#insurtech
[277] #insurtech,#startup
[216] #startup,#innovation
[134] #innovation,#finserv
[132] #ml,#fintech
[117] #insurtech,#fintech
[108] gt,gt
[88] #insurtech,#bigdata
[80] #ai,#ml
[65] albertogaruccio,#ai

Top Word Pairs in Tweet in G2:
[82] #fintech,#insurtech
[67] covid,19
[57] #insurance,#insurtech
[45] #insurtech,#fintech
[37] #insurtech,#insurance
[29] #insurtech,#startup
[25] influencer,list
[24] #insurtech,#innovation
[24] #50insurtech,influencer
[24] list,march

Top Word Pairs in Tweet in G3:
[285] #fintech,#insurtech
[35] #covid19,impact
[35] impact,#startup
[35] #startup,community
[35] community,spirosmargaris
[32] #insurtech,#healthcare
[32] artificial,intelligence
[31] detect,#covid19
[29] check,#timtalk
[29] #timtalk,#video

Top Word Pairs in Tweet in G4:
[44] #fintech,#insurtech
[35] #insurance,#insurtech
[32] ø,ù
[27] covid,19
[20] ù,ø
[15] fintech,insurtech
[14] insurance,industry
[12] ù,ù
[12] fintech,magazine
[12] magazine,fintech

Top Word Pairs in Tweet in G5:
[177] #insurtech,#fintech
[147] guidewire,#hiring
[142] #fintech,#tweetmyjobs
[134] #tweetmyjobs,#jobopening
[130] #jobopening,#jobs
[110] #jobs,#job
[82] #fintech,#insurtech
[42] ca,#insurtech
[38] ishnae,guidewire
[38] san,mateo

Top Word Pairs in Tweet in G6:
[18] magic,wand
[17] annunciati,vincitori
[16] vincitori,dei
[16] dei,posti
[16] posti,fase
[16] fase,finale
[16] finale,programma
[16] programma,accelerazione
[16] accelerazione,magic
[16] wand,fintech

Top Word Pairs in Tweet in G7:
[58] #fintech,#insurtech
[38] #ai,#ml
[37] artificial,intelligence
[36] businesses,help
[36] help,reduce
[36] reduce,artificial
[36] intelligence,bias
[36] bias,technative
[36] technative,#ai
[36] #ml,#dl

Top Word Pairs in Tweet in G8:
[16] happy,welcome
[14] welcome,applicants
[14] applicants,nominated
[12] fintechgermany,happy
[10] #fintech,#insurtech
[9] nominated,fintechs
[9] fintechs,#ftga2020
[8] #ftga,#fintech
[8] last,chance
[8] chance,application

Top Word Pairs in Tweet in G9:
[13] next,generation
[13] generation,automated
[13] automated,workflow
[13] workflow,solution
[13] solution,independent
[13] independent,medical
[13] medical,examination
[13] examination,providers
[13] providers,imes
[13] imes,expeflow

Top Word Pairs in Tweet in G10:
[6] insurtech,europe
[5] easy,moment
[5] moment,startups
[5] startups,clearbox_ai
[5] clearbox_ai,accepted
[5] accepted,insurtech
[5] insurtech,acceleration
[5] acceleration,program
[4] ftomasse,easy
[4] program,pluganâ

Top Replied-To
Top Replied-To in Entire Graph:
@futureadyid
@shiftechnology
@minh_q_tran
@jamesjwyork
@fmfrancoise
@finchatbot
@grinchinsurtech
@cgledhill
@lauradrabik1
@karunk

Top Replied-To in G1:
@metoscm
@globaliqx
@fmfrancoise
@cgledhill
@fgraillot
@1davidclarke

Top Replied-To in G2:
@minh_q_tran
@grinchinsurtech
@itlupdates
@iankar_
@fmfrancoise
@karunk
@insurtechhfd
@infotrends
@forbesitalia
@insurtechnews

Top Replied-To in G5:
@finchatbot

Top Replied-To in G6:
@ivassocial
@metlife
@nigelwalsh

Top Replied-To in G10:
@shiftechnology
@lauradrabik1
@clearbox_ai
@mindzeit_app

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@albertogaruccio
@andi_staub
@fgraillot
@stratorob
@jblefevre60
@jimmarous
@futureadyid
@neiraosci
@psb_dc

Top Mentioned in G1:
@andi_staub
@albertogaruccio
@spirosmargaris
@jblefevre60
@fgraillot
@jimmarous
@neiraosci
@stratorob
@vladobotsvadze
@psb_dc

Top Mentioned in G2:
@stratorob
@spirosmargaris
@albertogaruccio
@fgraillot
@insurtechnews
@insurtechtalk
@minh_q_tran
@rahul_j_mathur
@nigelwalsh
@mcins_

Top Mentioned in G3:
@spirosmargaris
@albertogaruccio
@andi_staub
@kirkdborne
@jblefevre60
@sabinevdl
@go
@stratorob
@psb_dc
@scudella

Top Mentioned in G4:
@fintechzoom
@wcuadrada

Top Mentioned in G5:
@fgraillot
@ishnae
@albertogaruccio
@spirosmargaris
@seyraud
@f10_accelerator
@finmktg
@insurtechtalk
@finchatbot
@xbond49

Top Mentioned in G6:
@digital_magics
@coverdnow
@eu_startups
@sarahkocianski
@insurzine
@nigelwalsh
@zegocover
@flockcover
@i_woodford
@betadigitalltd

Top Mentioned in G7:
@technative
@ianljones98
@spirosmargaris
@albertogaruccio
@paymentbanking
@drj
@insurancemktsg
@andi_staub
@cybersecboardrm

Top Mentioned in G8:
@fintechgermany
@fcongbui
@mellinghoff
@boersenzeitung
@_tomorrow_one
@pricehubble
@fmfdigital
@wm_gruppe
@biasmlopes

Top Mentioned in G9:
@spirosmargaris
@jamesvgingerich
@sviaccelerator
@expeflow
@pc_360
@lexisnexis
@mikeatspice
@johnstandish136
@infinilytics
@akin_gump

Top Mentioned in G10:
@shiftechnology
@pnpinsurtech
@clearbox_ai
@guidewire_pandc
@ftomasse
@nhcaa
@plugandplaytc
@gartnergartner
@ai_insurtech

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@infoiteconomia
@startuprealtime
@clairebotai
@chidambara09
@evankirstel
@dancas2
@techl0g
@cybersec_feeds
@sudeepkhatri

Top Tweeters in G1:
@sectest9
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@ottlegalrebels
@eraser
@kotaknaren
@fintechna
@calcaware

Top Tweeters in G2:
@startuprealtime
@techl0g
@sudeepkhatri
@scottpvalentine
@nmugai
@akwyz
@gezgintrk
@irishexaminer
@fortunemagazine
@growmap

Top Tweeters in G3:
@dancas2
@thehill
@thomasclone
@businessinsider
@guardian
@tess_blue815
@femtech_
@mashable
@nomoreslaves
@simonlporter

Top Tweeters in G4:
@infoiteconomia
@iam__network
@jobstairs_jobs
@cybertaters
@bizcommunityit
@suriyasubraman
@eng470527
@thechestnutpost
@whymandesign
@prosyscom_it

Top Tweeters in G5:
@fedelowe
@mench90
@greentechdon
@lucasoft_co_uk
@francedevops
@borskikay
@e_nterdiscipl
@pedra999
@brand1one
@arleneandrews_1

Top Tweeters in G6:
@thomaspower
@google
@simoncocking
@tech_eu
@metlife
@tamburitip
@soumikroy
@insurancetimes_
@cybersechub0
@aitorlp_

Top Tweeters in G7:
@martingaedt
@rickking16
@jldercle
@ccprakay
@billmew
@2ndleprechaun
@nevillegaunt
@cybersecboardrm
@drjdrooghaag
@technative

Top Tweeters in G8:
@datafloq
@boersenzeitung
@schorschionther
@fmfdigital
@biasmlopes
@nekliolios
@mellinghoff
@hubertusvth
@eurocoinpay
@fintechgermany

Top Tweeters in G9:
@lllwry
@stfuimtweetn0_o
@yahoofinance
@jamesvgingerich
@ene3112
@ernieschell
@xzpwedvhhh37i3c
@gdprai
@amir0sharif
@lexisnexis

Top Tweeters in G10:
@law360
@gartner_inc
@sweatcoin
@ftomasse
@guidewire_pandc
@adarsh14287
@guidewire
@gartner
@robertpotwin
@helloimcarmine


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