InsurTech, Twitter, 1/6/2019 4:34:43 PM, 180874
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InsurTech_2019-01-06_08-12-38.xlsx
InsurTech_2019-01-06_08-12-38.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
January 06, 2019
Short Description:
InsurTech via NodeXL http://bit.ly/2TwQyEm
@spirosmargaris
@mikequindazzi
@andi_staub
@stratorob
@jblefevre60
@fisher85m
@helene_wpli
@insurtechnews
@kotaknaren
@finopsnews

Top hashtags:
#insurtech
#fintech
#ai
#bigdata
#iot
#blockchain
#machinelearning
#insurance

Description:
Description
The graph represents a network of 2,503 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 Sunday, 06 January 2019 at 16:14 UTC.

The requested start date was Sunday, 06 January 2019 at 16:12 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 5-hour, 17-minute period from Thursday, 03 January 2019 at 07:30 UTC to Sunday, 06 January 2019 at 12:48 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 : 2503
Unique Edges : 4577
Edges With Duplicates : 3630
Total Edges : 8207
Self-Loops : 1413
Reciprocated Vertex Pair Ratio : 0.0291820797369503
Reciprocated Edge Ratio : 0.0567092651757189
Connected Components : 352
Single-Vertex Connected Components : 230
Maximum Vertices in a Connected Component : 1859
Maximum Edges in a Connected Component : 7365
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.640808
Graph Density : 0.000799679872562198
Modularity : 0.409719
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf?utm_content=buffer11d3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[41] https://twitter.com/jblefevre60/status/1081448725858435073
[40] https://www.brookings.edu/blog/techtank/2019/01/03/artificial-intelligence-and-bias-four-key-challenges/
[35] https://www.kdnuggets.com/2018/12/essence-machine-learning.html
[34] https://futurism.com/exoskeleton-paralyzed-walk?utm_source=Digest&utm_campaign=f4cfcdf9e2-EMAIL_CAMPAIGN_2019_01_04_07_44&utm_medium=email&utm_term=0_03cd0a26cd-f4cfcdf9e2-246829077&mc_cid=f4cfcdf9e2&mc_eid=18467d660c
[34] https://boingboing.net/2019/01/02/time-of-eve.html
[33] https://www.forbes.com/sites/forbestechcouncil/2018/12/17/how-technology-is-expanding-the-insurtech-landscape/#d560d224d8d3
[33] https://www.datanami.com/2019/01/02/study-pours-cold-water-on-ai-driving-algorithms/
[26] https://www.afr.com/news/economy/how-will-we-teach-the-robots-to-behave-themselves-20190104-h19pi3
[23] http://techgenix.com/ai-problems/

Top URLs in Tweet in G1:
[30] https://www.forbes.com/sites/forbestechcouncil/2018/12/17/how-technology-is-expanding-the-insurtech-landscape/#d560d224d8d3
[18] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf?utm_content=buffer11d3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[17] https://www.kdnuggets.com/2018/12/essence-machine-learning.html
[16] https://coincrunch.io/blockchain-use-cases/
[14] https://www.brookings.edu/blog/techtank/2019/01/03/artificial-intelligence-and-bias-four-key-challenges/
[12] https://www.marketingaiinstitute.com/blog/4-truths-about-ai-we-cant-ignore
[12] https://www.afr.com/news/economy/how-will-we-teach-the-robots-to-behave-themselves-20190104-h19pi3
[11] https://futurism.com/exoskeleton-paralyzed-walk?utm_source=Digest&utm_campaign=f4cfcdf9e2-EMAIL_CAMPAIGN_2019_01_04_07_44&utm_medium=email&utm_term=0_03cd0a26cd-f4cfcdf9e2-246829077&mc_cid=f4cfcdf9e2&mc_eid=18467d660c
[11] https://medium.com/s/story/machine-learning-for-people-who-know-nothing-about-machine-learning-fcc312a53f12
[10] http://insurancethoughtleadership.com/linking-innovation-with-strategy/

Top URLs in Tweet in G2:
[14] https://www.insurancejournal.com/news/national/2019/01/02/513324.htm
[12] https://www.topbots.com/most-important-ai-research-papers-2018/
[10] https://www.dig-in.com/list/26-digital-insurance-innovators-to-watch
[7] http://www.artemis.bm/ils-nyc-2019/
[7] https://bitcoinist.com/bitcoin-atms-double-2018/
[7] https://insurtechnews.com/influencers
[6] https://www.insurancetimes.co.uk/news/insurtechs-new-feature-reaches-1500-insured-assets-within-two-weeks-/1429135.article
[6] https://www.digitalscouting.de/insurtech/
[6] https://www.linkedin.com/pulse/six-insurtech-trends-kiss-goodbye-2019or-marie-christine-razaire/
[5] https://insurtechnews.com/aggregator/startup-competition-guide

Top URLs in Tweet in G3:
[20] https://futurism.com/exoskeleton-paralyzed-walk?utm_source=Digest&utm_campaign=f4cfcdf9e2-EMAIL_CAMPAIGN_2019_01_04_07_44&utm_medium=email&utm_term=0_03cd0a26cd-f4cfcdf9e2-246829077&mc_cid=f4cfcdf9e2&mc_eid=18467d660c
[20] https://www.brookings.edu/blog/techtank/2019/01/03/artificial-intelligence-and-bias-four-key-challenges/
[19] https://boingboing.net/2019/01/02/time-of-eve.html
[17] https://www.datanami.com/2019/01/02/study-pours-cold-water-on-ai-driving-algorithms/
[12] https://www.kdnuggets.com/2018/12/essence-machine-learning.html
[12] https://venturebeat.com/2019/01/05/2019-the-year-face-recognition-goes-big-and-voice-ads-stall/
[9] https://www.verdict.co.uk/blade-runner-2019/
[9] http://starbridgepartners.com/2019/01/article-what-is-deep-learning-and-how-will-it-change-healthcare/
[8] https://www.afr.com/news/economy/how-will-we-teach-the-robots-to-behave-themselves-20190104-h19pi3
[8] http://www.digitaljournal.com/business/robots-aren-t-taking-your-jobs-just-yet/article/540219

Top URLs in Tweet in G4:
[14] https://www.insurancejournal.com/news/national/2019/01/04/513522.htm
[13] http://TheHerdLocker.com
[5] https://dailyfintech.com/2019/01/03/insurtech-front-page-weekly-cxo-briefing-prospect-a-preview-for-2019/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.propertycasualty360.com/2019/01/03/insurtech-spurs-redefinition-of-insurance-distribu/
[3] https://www.insurancejournal.com/news/national/2019/01/04/513522.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://keuangan.kontan.co.id/news/menakar-prospek-bisnis-insurtech
[2] https://insights.spruce.co/5-things-every-nyc-homebuyer-should-know/
[2] https://insurtechnews.com/aggregator/top-insurtech-funding-rounds-of-2018-life-and-health-edition?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.insurancejournal.com/news/national/2019/01/02/513324.htm
[2] http://www.postrecession.com/

Top URLs in Tweet in G5:
[5] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf?utm_content=buffer11d3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://techgenix.com/ai-problems/
[3] https://www.datanami.com/2019/01/02/study-pours-cold-water-on-ai-driving-algorithms/
[3] https://deepmind.com/blog/ai-and-neuroscience-virtuous-circle/?utm_content=buffer61dee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://dp.iptiq.com/2018/10/31/title-of-article-2/
[3] https://www.altexsoft.com/blog/datascience/how-to-organize-data-labeling-for-machine-learning-approaches-and-tools/?hss_channel=tw-193168799
[3] https://uk.linkedin.com/in/gregmcvey
[3] https://www.analyticsindiamag.com/vietnams-ai-awakening-these-8-startups-are-putting-the-country-on-the-global-ai-map/
[2] https://remicnrd.github.io/the-machine-learning-cheatsheet/
[2] https://diginomica.com/2019/01/03/the-retrofitting-outlook-for-ai-in-the-enterprise-2019-2020/

Top URLs in Tweet in G6:
[39] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf?utm_content=buffer11d3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[34] https://twitter.com/jblefevre60/status/1081448725858435073
[9] https://listpedia.org/list/-a872
[6] https://twitter.com/TamaraMcCleary/status/1081093875505217536
[5] https://www.forbes.com/sites/ciocentral/2019/01/02/what-we-learned-from-top-execs-about-their-big-data-and-ai-initiatives/#59859265452a
[4] https://www.cmswire.com/digital-workplace/stop-thinking-ai-vs-human-think-ai-with-human/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+Stop%2520Thinking%2520AI%2520vs.%2520Human%252C%2520Think%2520AI%2520With%2520Human
[3] https://www.verdict.co.uk/blade-runner-2019/
[3] https://coincrunch.io/blockchain-use-cases/
[3] https://www.mckinsey.com/~/media/mckinsey/industries/advanced%20electronics/our%20insights/how%20artificial%20intelligence%20can%20deliver%20real%20value%20to%20companies/mgi-artificial-intelligence-discussion-paper.ashx
[3] https://venturebeat.com/2019/01/02/carepredict-raises-9-5-million-for-ai-wearable-that-monitors-seniors-health/

Top URLs in Tweet in G7:
[5] https://www.dig-in.com/list/7-top-technology-trends-that-will-shape-business-in-2019
[4] https://boingboing.net/2019/01/02/time-of-eve.html
[3] https://www.trippbraden.com/2019/01/04/future-digital-sales-leaders/
[3] http://out.faveeo.com/?url=https://medium.com/@TechFoodLife/tech-the-fourth-industrial-revolution-the-rise-of-the-autonomous-economy-f42bc7b5667d&vertical=future-of-work&lang=en
[2] https://www.datasciencecentral.com/profiles/blogs/top-10-data-science-use-cases-in-insurance
[2] http://connectedfuture.economist.com/connecting-capabilities/article/connecting-capabilities/
[2] https://www.dig-in.com/list/top-insurtech-funding-rounds-of-2018-life-and-health-edition
[1] https://marketinginsidergroup.com/social-media/social-media-statistics-marketers-need-to-know-infographic/
[1] https://twitter.com/i/web/status/1081173738735824901
[1] http://fintechnews.sg/26399/funding/top-funded-fintech-asia-by-country/

Top URLs in Tweet in G8:
[6] https://www.bankingtech.com/2019/01/how-to-be-financially-responsible-when-renting-a-home/
[5] https://www.bankingtech.com/2019/01/top-ten-insurtech-stories-in-2018/
[4] https://twi.li/bsofiK
[3] https://twi.li/Ea4JUc
[2] https://twi.li/3J7erV
[2] https://twi.li/88HsDf
[2] https://www.linkedin.com/feed/update/urn:li:activity:6482618266392018944
[2] https://twi.li/LwhWA2
[2] https://twi.li/x2qvU5
[2] https://twi.li/uifvjq

Top URLs in Tweet in G9:
[12] https://www.technologyreview.com/s/612573/at-least-15-central-banks-are-serious-about-getting-into-digital-currency/
[7] https://techcrunch.com/2018/12/31/2019-looks-to-continue-another-lights-out-year-for-fintech-startups/
[7] https://blog.glidr.io/6-tips-for-establishing-new-partnerships-with-larger-companies-b6cf904e8bd5?source=ifttt--------------1
[2] https://medium.com/o-p/what-will-the-bank-account-look-like-in-2030-f9e8714d172a?source=ifttt--------------1
[2] https://www.datanami.com/2019/01/02/study-pours-cold-water-on-ai-driving-algorithms/
[2] https://medium.com/@TechFoodLife/tech-the-fourth-industrial-revolution-the-rise-of-the-autonomous-economy-f42bc7b5667d?source=ifttt--------------1
[1] https://twitter.com/i/web/status/1080100903523438592
[1] https://twitter.com/i/web/status/1080978164732620802
[1] https://twitter.com/i/web/status/1081118957661315072
[1] https://twitter.com/i/web/status/1081159682490806278

Top URLs in Tweet in G10:
[20] https://medium.com/@eraser/innovando-con-blockchain-gabriela-barrantes-c9c05a0afb9c
[9] https://medium.com/@eraser/smart-contracts-in-financial-services-getting-from-hype-to-reality-68d49150cca3
[6] https://medium.com/@eraser/spartan-blockchain-women-in-blockchain-workshop-presentation-5307d15b28e8
[5] https://medium.com/@eraser/vol-3-2018-ledger-1e4df380d960
[4] https://medium.com/@eraser/la-revolution-blockchain-1-comprendre-le-ph%C3%A9nom%C3%A8ne-blockchain-video-1240a170526d
[3] https://medium.com/@eraser/19-industries-the-blockchain-will-disrupt-83ed9d7f8408
[2] https://medium.com/@eraser/blockchain-for-people-blockchainforpeople-96847e43eb81
[1] https://twitter.com/i/web/status/1080826300057743361
[1] https://twitter.com/i/web/status/1080863918023692288
[1] https://www.ccn.com/the-first-bitcoin-block-was-mined-10-years-ago-today/

Top Domains
Top Domains in Tweet in Entire Graph:
[1266] twitter.com
[122] forbes.com
[114] medium.com
[83] co.uk
[79] pwc.com
[77] twi.li
[67] paper.li
[65] insurtechnews.com
[56] kdnuggets.com
[42] dig-in.com

Top Domains in Tweet in G1:
[214] twitter.com
[51] forbes.com
[26] medium.com
[23] pwc.com
[19] kdnuggets.com
[16] coincrunch.io
[14] co.uk
[14] brookings.edu
[13] twi.li
[13] entrepreneur.com

Top Domains in Tweet in G2:
[158] twitter.com
[45] insurtechnews.com
[21] co.uk
[21] dig-in.com
[14] insurancejournal.com
[12] forbes.com
[12] topbots.com
[10] digitalscouting.de
[10] t.co
[10] linkedin.com

Top Domains in Tweet in G3:
[105] twitter.com
[29] forbes.com
[26] kdnuggets.com
[24] co.uk
[23] boingboing.net
[21] venturebeat.com
[20] futurism.com
[20] brookings.edu
[17] datanami.com
[14] faveeo.com

Top Domains in Tweet in G4:
[227] twitter.com
[21] insurancejournal.com
[20] justlinkit.io
[13] lnkd.in
[13] theherdlocker.com
[10] insurtechnews.com
[6] dailyfintech.com
[6] paper.li
[6] propertycasualty360.com
[6] coverager.com

Top Domains in Tweet in G5:
[78] twitter.com
[30] finextra.com
[7] medium.com
[5] pwc.com
[5] techgenix.com
[4] forbes.com
[4] paper.li
[4] co.uk
[3] datanami.com
[3] deepmind.com

Top Domains in Tweet in G6:
[98] twitter.com
[39] pwc.com
[9] listpedia.org
[7] co.uk
[6] forbes.com
[4] venturebeat.com
[4] cmswire.com
[4] mckinsey.com
[4] lnkd.in
[3] kdnuggets.com

Top Domains in Tweet in G7:
[25] twitter.com
[7] dig-in.com
[4] boingboing.net
[3] trippbraden.com
[3] faveeo.com
[3] economist.com
[2] datasciencecentral.com
[1] marketinginsidergroup.com
[1] fintechnews.sg
[1] martinhiesboeck.com

Top Domains in Tweet in G8:
[68] twitter.com
[46] twi.li
[13] bankingtech.com
[9] jobvite.com
[3] forbes.com
[2] co.uk
[2] linkedin.com
[2] ibm.com
[2] mynewmarkets.com
[1] ethereumworldnews.com

Top Domains in Tweet in G9:
[12] twitter.com
[12] technologyreview.com
[7] techcrunch.com
[7] glidr.io
[4] medium.com
[2] datanami.com
[2] pwc.com
[1] venturebeat.com
[1] kdnuggets.com
[1] futurism.com

Top Domains in Tweet in G10:
[51] medium.com
[44] twitter.com
[2] blogspot.com
[1] ccn.com
[1] google.ch
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3301] insurtech
[2966] fintech
[2016] ai
[993] bigdata
[764] iot
[581] blockchain
[514] machinelearning
[442] insurance
[373] artificialintelligence
[332] deeplearning



Top Hashtags in Tweet in G1:
[1115] fintech
[981] insurtech
[950] ai
[552] bigdata
[414] iot
[263] machinelearning
[201] blockchain
[191] deeplearning
[167] cybersecurity
[150] datascience

Top Hashtags in Tweet in G2:
[479] insurtech
[264] fintech
[140] insurance
[129] ai
[53] blockchain
[43] startup
[38] vc
[32] finserv
[31] bigdata
[31] banking

Top Hashtags in Tweet in G3:
[570] fintech
[537] insurtech
[373] ai
[99] artificialintelligence
[91] machinelearning
[68] bigdata
[55] deeplearning
[52] startup
[46] iot
[45] healthcare

Top Hashtags in Tweet in G4:
[149] insurtech
[57] fintech
[50] insurance
[25] ai
[14] innovation
[14] iot
[10] blockchain
[9] tech
[9] bigdata
[8] technology

Top Hashtags in Tweet in G5:
[317] fintech
[308] insurtech
[223] ai
[97] blockchain
[96] bigdata
[65] artificialintelligence
[52] iot
[44] machinelearning
[41] openbanking
[38] bitcoin

Top Hashtags in Tweet in G6:
[201] insurtech
[174] fintech
[166] ai
[132] bigdata
[114] iot
[85] wearabletech
[84] consumers
[50] facialrecognition
[40] aibest
[35] blockchain

Top Hashtags in Tweet in G7:
[116] fintech
[113] insurtech
[99] digitaltransformation
[68] 4ir
[40] futureofwork
[34] innovation
[16] ai
[14] socialmedia
[14] smm
[14] contentmarketing

Top Hashtags in Tweet in G8:
[161] insurtech
[151] fintech
[69] ai
[56] bigdata
[56] blockchain
[55] iot
[53] datascience
[46] robots
[46] hiring
[34] machinelearning

Top Hashtags in Tweet in G9:
[55] fintech
[42] insurtech
[30] finserv
[11] ai
[11] blockchain
[8] iot
[7] banking
[6] startup
[6] megatrends
[6] emergingmarkets

Top Hashtags in Tweet in G10:
[54] blockchain
[39] insurtech
[34] fintech
[29] crypto
[19] infographic
[16] cryptocurrency
[12] sharingeconomy
[11] digitaltransformation
[11] emergingtechnologies
[10] assurance

Top Words
Top Words in Tweet in Entire Graph:
[2382] Words in Sentiment List#1: Positive
[911] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[83413] Non-categorized Words
[86706] Total Words
[3649] insurtech
[3200] fintech
[2380] ai
[2166] gt
[998] spirosmargaris

Top Words in Tweet in G1:
[1626] gt
[1216] ai
[1207] fintech
[1012] insurtech
[568] mikequindazzi
[552] bigdata
[428] spirosmargaris
[417] iot
[263] machinelearning
[256] infographic

Top Words in Tweet in G2:
[534] insurtech
[273] fintech
[201] insurance
[129] ai
[85] here
[82] spirosmargaris
[80] 2019
[73] 2018
[69] fgraillot
[61] gt

Top Words in Tweet in G3:
[588] fintech
[564] insurtech
[399] ai
[347] spirosmargaris
[99] artificialintelligence
[91] machinelearning
[87] 2019
[87] gt
[68] bigdata
[61] andi_staub

Top Words in Tweet in G4:
[274] insurtech
[100] insurance
[76] fintech
[60] gt
[42] 2019
[38] ai
[28] 2018
[27] learning
[26] doing
[24] pilots

Top Words in Tweet in G5:
[325] fintech
[315] insurtech
[229] ai
[153] andi_staub
[103] blockchain
[96] bigdata
[65] artificialintelligence
[65] spirosmargaris
[52] iot
[46] gt

Top Words in Tweet in G6:
[210] insurtech
[197] fintech
[195] gt
[193] ai
[132] bigdata
[122] iot
[92] help
[85] wearabletech
[85] live
[85] longer

Top Words in Tweet in G7:
[121] fintech
[121] insurtech
[99] digitaltransformation
[79] helene_wpli
[71] new
[68] 4ir
[45] beyond
[44] asian
[42] hype
[42] countries

Top Words in Tweet in G8:
[170] insurtech
[151] fintech
[80] ai
[56] bigdata
[56] blockchain
[55] iot
[53] robots
[53] datascience
[46] guidewire
[46] hiring

Top Words in Tweet in G9:
[67] fintech
[55] albertogaruccio
[48] gt
[42] insurtech
[30] finserv
[16] tech
[15] bank
[15] banking
[15] mikequindazzi
[14] spirosmargaris

Top Words in Tweet in G10:
[108] blockchain
[44] fintech
[39] insurtech
[32] eraser
[30] crypto
[22] et
[20] infographic
[20] innovando
[20] gabriela
[20] barrantes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1556] fintech,insurtech
[1391] gt,gt
[424] insurtech,fintech
[343] insurtech,ai
[311] mikequindazzi,gt
[242] ai,machinelearning
[235] machinelearning,deeplearning
[231] bigdata,fintech
[201] infographic,fintech
[199] use,cases

Top Word Pairs in Tweet in G1:
[1066] gt,gt
[560] fintech,insurtech
[243] mikequindazzi,gt
[182] ai,machinelearning
[178] insurtech,fintech
[169] bigdata,fintech
[164] machinelearning,deeplearning
[157] deeplearning,bigdata
[149] use,cases
[139] infographic,fintech

Top Word Pairs in Tweet in G2:
[121] fintech,insurtech
[43] insurtech,fintech
[34] gt,gt
[32] insurance,insurtech
[26] digital,insurance
[25] insurtech,news
[24] fintech,banking
[24] insurtech,startups
[23] banking,payments
[23] payments,finserv

Top Word Pairs in Tweet in G3:
[413] fintech,insurtech
[128] insurtech,ai
[56] gt,gt
[48] good,read
[44] paralyzed,people
[40] spirosmargaris,good
[36] artificial,intelligence
[34] ai,artificialintelligence
[32] 2019,fintech
[29] machinelearning,deeplearning

Top Word Pairs in Tweet in G4:
[24] insurtech,pilots
[24] pilots,pivots
[23] learning,doing
[23] doing,undoing
[23] undoing,insurtech
[21] gt,gt
[19] fintech,insurtech
[13] tracks,twitter
[13] twitter,realtime
[13] realtime,surface

Top Word Pairs in Tweet in G5:
[157] fintech,insurtech
[54] insurtech,ai
[54] insurtech,fintech
[41] fintech,openbanking
[40] openbanking,insurtech
[34] ai,blockchain
[30] gt,gt
[29] ai,artificialintelligence
[23] andi_staub,fintech
[22] iot,bigdata

Top Word Pairs in Tweet in G6:
[129] gt,gt
[97] fintech,insurtech
[85] wearabletech,help
[85] live,longer
[84] help,live
[83] longer,reports
[83] reports,consumers
[52] iot,ai
[50] ai,facialrecognition
[48] consumers,iot

Top Word Pairs in Tweet in G7:
[86] fintech,insurtech
[76] digitaltransformation,fintech
[68] insurtech,4ir
[42] beyond,hype
[42] hype,asian
[42] asian,countries
[42] countries,stacking
[42] stacking,up
[42] up,re
[42] re,digitaltransformation

Top Word Pairs in Tweet in G8:
[49] insurtech,fintech
[46] guidewire,hiring
[45] fintech,iot
[43] ai,fintech
[41] iot,robots
[41] robots,datascience
[41] datascience,blockchain
[36] blockchain,bigdata
[31] fintech,tweetmyjobs
[26] bigdata,machinelearning

Top Word Pairs in Tweet in G9:
[32] gt,gt
[22] fintech,finserv
[15] fintech,insurtech
[12] 15,central
[12] central,bank
[12] bank,serious
[12] serious,getting
[12] getting,digital
[12] digital,currency
[12] currency,fintech

Top Word Pairs in Tweet in G10:
[26] blockchain,crypto
[20] innovando,blockchain
[20] blockchain,gabriela
[20] gabriela,barrantes
[20] barrantes,tedxpuravidasalon
[20] tedxpuravidasalon,blockchain
[19] smart,contracts
[19] contracts,financial
[19] financial,services
[19] services,getting

Top Replied-To
Top Replied-To in Entire Graph:
@insurtechtalk
@nigelwalsh
@airdoctor5
@stratorob
@bittrexexchange
@dez_blanchfield
@icoforinvest
@qbe
@chuckbullish
@letsbloomuk

Top Replied-To in G2:
@insurtechtalk
@nigelwalsh
@stratorob
@insuranceeleph1
@c2mplatform
@gomedici
@majesco_inc
@sethzaremba

Top Replied-To in G3:
@techcrunch

Top Replied-To in G5:
@chuckbullish
@mona255181925
@keyocoin
@letsbloomuk

Top Replied-To in G6:
@icoforinvest
@qbe

Top Replied-To in G7:
@dez_blanchfield
@evankirstel
@bradbonomo
@debraruh
@uscha7
@ashli_astol
@jtwebdesigns
@croatiadental
@maryc_reynolds
@priyamerchant

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@andi_staub
@mikequindazzi
@fisher85m
@jblefevre60
@ipfconline1
@helene_wpli
@albertogaruccio
@fgraillot
@comendadormbf

Top Mentioned in G1:
@mikequindazzi
@spirosmargaris
@fisher85m
@andi_staub
@ipfconline1
@comendadormbf
@jimmarous
@brettking
@deeplearn007
@globaliqx

Top Mentioned in G2:
@spirosmargaris
@fgraillot
@andi_staub
@insurtechtalk
@stratorob
@insurtechnews
@mikequindazzi
@nigelwalsh
@dfv_ag
@maxjcm

Top Mentioned in G3:
@spirosmargaris
@andi_staub
@danrobitzski
@jblefevre60
@mikequindazzi
@sbmeunier
@theeconomist
@kdnuggets
@fisher85m

Top Mentioned in G4:
@cyberhubengage
@entelgy
@thecyberway
@ntechyel

Top Mentioned in G5:
@andi_staub
@spirosmargaris
@spiros
@jblefevre60
@topcybernews
@psb_dc
@therudingroup
@haroldsinnott
@helene_wpli
@sallyeaves

Top Mentioned in G6:
@jblefevre60
@andi_staub
@tamaramccleary
@spirosmargaris
@swisscognitive
@mikequindazzi
@dalithsteiger
@claudiomkd
@moz
@dtdotme

Top Mentioned in G7:
@helene_wpli
@enricomolinari
@uopx
@wiprodigital
@spirosmargaris
@mhiesboeck
@trippbraden
@andi_staub
@jblefevre60
@guzmand

Top Mentioned in G8:
@vladobotsvadze
@fintech_futures
@spirosmargaris
@mmjhealthcare
@the_lhoft
@startmagnews
@ishnae
@andi_staub
@doingchinabiz
@camisiri95

Top Mentioned in G9:
@albertogaruccio
@spirosmargaris
@jblefevre60
@mikequindazzi
@sbmeunier
@andi_staub
@ralexjimenez
@techreview
@jimmarous
@mclynd

Top Mentioned in G10:
@eraser
@monuma_art
@corynenicq
@fadouce
@futurethinkers
@atlascity_io
@eu_commission
@el_bid
@idb_lab
@modisfrance

Top Tweeters
Top Tweeters in Entire Graph:
@startupcrunch
@arkangelscrap
@piyuanker12
@alllibertynews
@sectest9
@robre62
@nosqldigest
@bitcoinagile
@evankirstel
@iam360wise

Top Tweeters in G1:
@arkangelscrap
@piyuanker12
@sectest9
@evankirstel
@gamergeeknews
@fintechna
@biconnections
@calcaware
@machinelearnflx
@timothy_hughes

Top Tweeters in G2:
@iam360wise
@lorimoreno
@kotaknaren
@businessinsider
@oda_f
@billnigh
@sam___hurley
@marshacollier
@howardstrauber
@data_nerd

Top Tweeters in G3:
@bitcoinagile
@guardian
@startupsbot
@deepestpurple81
@simonlporter
@cnbc
@gvalan
@nypost
@bernardo_pirola
@zdnet

Top Tweeters in G4:
@startupcrunch
@politicalhedge
@kontannews
@villamizaritpro
@kontanonline
@freshsalis
@bizcommunityit
@maklertweet
@masketroll
@covensurellc

Top Tweeters in G5:
@nosqldigest
@beingexample
@workmanchester
@ft
@technowornever
@cloudexpo
@a_abdulaziz_a
@pardoe_ai
@wordfinga
@ciowwda

Top Tweeters in G6:
@chidambara09
@mailonline
@hackerslist
@rldi_lamy
@dailymailceleb
@bloombergtv
@jblefevre60
@jacobussystems
@mench90
@tamaramccleary

Top Tweeters in G7:
@alllibertynews
@evanderburg
@richsimmondsza
@akwyz
@trippbraden
@nikhilchhajar
@twilli2861
@debraruh
@mjoehlerich
@martingaedt

Top Tweeters in G8:
@boygiuly
@italiastartup_
@dian_supolo
@fortunemagazine
@pietro_nurra
@sleimanskaf
@collins_wilbert
@startzai
@michele_arnese
@zuzudotai

Top Tweeters in G9:
@vivmilano
@kuriharan
@motolin5
@mary_b_68
@dinisguarda
@mclynd
@urfagundem
@nelsonb
@techreview
@jaypalter

Top Tweeters in G10:
@eraser
@jeandoobs
@lesguer_lionel
@craigsobey
@manifattura40
@cioc_colatini
@pierre_a
@corynenicq
@eu_commission
@fadouce


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