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sharingeconomy _2017-11-14_11-51-45.xlsx
sharingeconomy _2017-11-14_11-51-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2017
Short Description:
sharingeconomy via NodeXL http://bit.ly/2zZyEEN
@dannizmeunier
@mashuptweet
@rudecomms
@sharingcity
@evankirstel
@eraser
@guardhog

Description:
Description
The graph represents a network of 2,582 Twitter users whose tweets in the requested range contained "sharingeconomy ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 November 2017 at 20:01 UTC.

The requested start date was Tuesday, 14 November 2017 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 52-minute period from Tuesday, 31 October 2017 at 01:03 UTC to Tuesday, 14 November 2017 at 00:55 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 : 2582
Unique Edges : 3542
Edges With Duplicates : 1790
Total Edges : 5332
Self-Loops : 1396
Reciprocated Vertex Pair Ratio : 0.0442040185471407
Reciprocated Edge Ratio : 0.0846654825340438
Connected Components : 548
Single-Vertex Connected Components : 290
Maximum Vertices in a Connected Component : 1357
Maximum Edges in a Connected Component : 3757
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.784771
Graph Density : 0.000506891959985246
Modularity : 0.610706
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] http://brandthropologie.com/
[38] http://eepurl.com/C33Dj?platform=hootsuite
[36] https://venturebeat.com/2017/11/04/blockchain-is-bringing-the-sharing-economy-to-everyone/
[27] https://thenextweb.com/contributors/2
[26] https://www.forbes.com/sites/omribarzilay/2017/08/14/why-blockchain-is-the-future-of-the-sharing-economy/#169c9d493342
[22] https://www.irs.gov/newsroom/irs-encourages-taxpayers-to-check-their-withholding-checking-now-helps-avoid-surprises-at-tax-time
[16] http://trends.e-strategyblog.com/2017/06/21/use-sharing-economy-services/28467?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Use%20Of%20Sharing%20Economy%20Services%20%5BTABLE%5D
[16] https://thesocialmediafamily.com/economia-colaborativa-negocio-28-000-millones-euros-europa/
[15] https://www.bcg.com/publications/2017/strategy-technology-digital-whats-next-for-sharing-economy.aspx?linkId=44587046
[15] https://techcrunch.com/2017/11/09/do-cities-still-want-a-sharing-economy/

Top URLs in Tweet in G1:
[16] http://trends.e-strategyblog.com/2017/06/21/use-sharing-economy-services/28467?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Use%20Of%20Sharing%20Economy%20Services%20%5BTABLE%5D
[12] https://thesocialmediafamily.com/economia-colaborativa-negocio-28-000-millones-euros-europa/
[7] https://venturebeat.com/2017/11/04/blockchain-is-bringing-the-sharing-economy-to-everyone/
[3] https://go.usa.gov/xn46H
[3] http://www.activevoice.us/article.jsp?name=do-cities-still-want-a-sharingeconomy&t=technology
[2] https://www.smartcompany.com.au/partner-content/articles/protect-sharing-economy/?utm_source=twitter
[2] https://www.irs.gov/newsroom/irs-encourages-taxpayers-to-check-their-withholding-checking-now-helps-avoid-surprises-at-tax-time
[2] http://economia-empresa.blogs.uoc.edu/empresa/efecte-financial-sharing-economy/?platform=hootsuite
[2] https://twitter.com/FAOKnowledge/status/925650803590881280
[2] http://www.reresumeme.com/blog/gig-economy-didnt-work-out-for-you/

Top URLs in Tweet in G2:
[15] https://www.facebook.com/FondazioneFeltrinelli/videos/842142569288373/
[6] https://www.che-fare.com/almanacco/percorsi/collana-chefare-edizioni-di-comunita/?utm_content=bufferb1403&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.sidehustlenation.com/sharing-economy-make-extra-money/?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#112258462-tw#1510197978288
[5] http://corriereinnovazione.corriere.it/2017/10/16/condividere-l-auto-tragitto-casa-lavoro-fa-risparmiare-piu-mille-euro-anno-90cc7890-b271-11e7-920a-a5e647dba433.shtml
[4] https://ballotpedia.org/Local_government_responses_to_the_sharing_economy_(ridesharing/homesharing)#Polling
[4] https://www.theguardian.com/travel/2017/oct/28/meet-the-locals-gothenburg-west-sweden-scandi-fika
[4] https://thesocialmediafamily.com/economia-colaborativa-negocio-28-000-millones-euros-europa/
[3] https://www.reshaping-work.com/photos/
[3] https://www.meetup.com/Peoplewhoshare/events/244692427/?_cookie-check=ZuzgU-E7J0umXY_9
[3] https://twitter.com/benitamatofska/status/926909636762046464

Top URLs in Tweet in G3:
[13] http://guardhog.com/
[7] https://www.rudecommunications.com/single-post/The-5-Cs-driving-the-sharing-economy
[7] https://bitcointalk.org/index.php?topic=2100432.0
[6] http://www.itpro.co.uk/strategy/29917/how-the-sharing-economy-is-transforming-technology
[5] https://hbr.org/2015/01/the-sharing-economy-isnt-about-sharing-at-all
[5] https://www.ft.com/content/96417fb4-9f16-11e7-8cd4-932067fbf946
[4] http://guardhog.com/2017/05/31/writing-good-bad-review-can-help-everyone/
[4] https://twitter.com/SharEconUK/status/928916470813339650
[4] http://guardhog.com/2017/07/13/trusttech-interviews-insurtech-innovator-meets-innovator-sharing-economy/
[4] https://www.rudecommunications.com/single-post/The-SE-QA-Juho-from-Sharetribe

Top URLs in Tweet in G4:
[26] https://www.forbes.com/sites/omribarzilay/2017/08/14/why-blockchain-is-the-future-of-the-sharing-economy/#169c9d493342
[12] http://e-learning-teleformacion.blogspot.com.es/2017/11/netex-to-start-trading-on-madrid-stock.html
[10] http://e-learning-teleformacion.blogspot.com.es/2017/08/blockchain-singularities-part-of-series.html
[10] http://e-learning-teleformacion.blogspot.com.es/2017/10/iot-solutions-world-congress-blockchain.html
[10] https://www.parqex.com/people-resist-sharing-economy/
[10] https://www.parqex.com/eat-well-sharing-economy/
[9] https://www.parqex.com/using-sharing-economy-get-fall-semester/
[9] https://www.parqex.com/how-to-plan-the-perfect-sharing-economy-vacation/
[8] http://e-learning-teleformacion.blogspot.com.es/2017/09/jornada-estrategia-espanola-de-economia.html
[8] https://www.parqex.com/4-ways-the-sharing-economy-helps-the-environment/

Top URLs in Tweet in G5:
[52] http://brandthropologie.com/
[10] https://www.ons.gov.uk/economy/economicoutputandproductivity/output/articles/thefeasibilityofmeasuringthesharingeconomy/november2017progressupdate
[6] https://www.eventbrite.co.uk/e/whats-sharing-got-to-do-with-it-a-workshop-on-economic-and-social-futures-tickets-37307339256
[5] http://brandthropologie.com/2017-trends-report-full
[4] http://snip.ly/hojup
[3] https://www.forbes.com/sites/miguelhelft/2017/11/08/with-36-million-in-financing-scoop-wants-to-make-carpooling-mainstream/?utm_content=buffer6a9a1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#6317ae4f5e02
[3] http://www.cbc.ca/news/canada/newfoundland-labrador/parkii-app-parking-spaces-mun-1.4381534
[2] https://paper.li/MashupTweet/1411665463?edition_id=42a5acc0-c704-11e7-9ce6-0cc47a0d1605
[2] http://snip.ly/rr6k2
[2] http://snip.ly/cc1sb

Top URLs in Tweet in G6:
[14] https://www.bcg.com/publications/2017/strategy-technology-digital-whats-next-for-sharing-economy.aspx?linkId=44587046
[5] https://techcrunch.com/2017/11/09/do-cities-still-want-a-sharing-economy/
[2] https://thenextweb.com/contributors/2
[2] http://shanghaiist.com/2017/07/10/umbrella-sharing-fail.php
[2] https://www.linkedin.com/feed/update/urn:li:activity:6330681464035901440
[1] https://twitter.com/i/web/status/929538260245925888
[1] https://twitter.com/i/web/status/929801331040227328
[1] https://twitter.com/i/web/status/884877209512669184
[1] https://twitter.com/i/web/status/929766820814381056

Top URLs in Tweet in G7:
[10] http://www.zdnet.com/article/no-more-uber-or-hertz-or-even-car-owners-how-amazon-and-apple-will-take-us-all-for-a-ride/
[8] https://www.youtube.com/watch?v=HXWvZBvTaBU
[5] http://techcrunch.com/2017/11/09/do-cities-still-want-a-sharing-economy/
[4] https://iq.intel.com/autonomous-cars-spark-evolution-interior-car-design/?sf124622528=1
[3] https://techcrunch.com/2017/11/09/do-cities-still-want-a-sharing-economy/
[2] https://www.shareable.net/blog/5-reasons-why-Chicago-is-a-burgeoning-Sharing-City
[2] https://barcelonastartupnews.com/2017/11/02/7-tech-conferences-expos-and-events-happening-this-month-in-barcelona-november/?utm_source=twitter&utm_medium=companypost
[1] https://techcrunch.com/2017/11/09/do-cities-still-want-a-sharing-economy/?utm_content=buffer6e480&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.shareable.net/blog/how-indigenous-land-use-can-inform-the-real-sharing-economy?utm_content=buffer1b522&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/928654443020804096

Top URLs in Tweet in G8:
[2] http://browser-update.org.convey.pro/l/7BQJG0r
[2] https://blog.veryfier.com/gig-economy/saving-our-planet/
[2] https://press.atairbnb.com/airbnbs-most-traveled-families-share-tips-for-unforgettable-family-trips/
[2] https://twitter.com/CITopBroker/status/925724118292471808
[2] http://www.wesgro.co.za/news?NewsID=ZyRbCAw5az
[2] http://www.ruchelaw.com/publications/the-sharing-economy-part-1-new-business-models-traditional-tax-rules-dont-mix?platform=hootsuite
[1] https://twitter.com/i/web/status/930186059618635777
[1] https://www.cnbc.com/2017/11/09/airbnb-co-founder-on-china-growth-prospects.html
[1] https://twitter.com/i/web/status/930095546844483584
[1] https://twitter.com/i/web/status/927588958619480066

Top URLs in Tweet in G9:
[23] https://thenextweb.com/contributors/2
[17] https://venturebeat.com/2017/11/04/blockchain-is-bringing-the-sharing-economy-to-everyone/
[6] https://skift.com/2017/10/10/denmark-moves-to-integrate-the-sharing-economy-into-its-legal-system/
[2] https://blogs.wsj.com/cio/2017/10/30/volvo-expands-into-subscription-car-services/
[2] https://venturebeat.com/2017/11/04/blockchain-is-bringing-the-sharing-economy-to-everyone/amp/?utm_content=buffer0269b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/926915606858706944
[1] https://twitter.com/i/web/status/927639786495643649
[1] http://www.zdnet.com/article/no-more-uber-or-hertz-or-even-car-owners-how-amazon-and-apple-will-take-us-all-for-a-ride/
[1] https://twitter.com/i/web/status/926100423810912257
[1] https://twitter.com/i/web/status/927820504165158915

Top URLs in Tweet in G10:
[3] https://www.strategyand.pwc.com/me/home/thought_leadership_strategy/reports_and_white_papers_me/display/embracing-sharing
[2] https://paper.li/GiulianoZorloni/1494948728?edition_id=a22ba580-be50-11e7-889f-0cc47a0d1609
[2] https://paper.li/GiulianoZorloni/1494948728?edition_id=a0bd08e0-c307-11e7-bd54-0cc47a0d1609
[2] https://paper.li/GiulianoZorloni/1494948728?edition_id=cbdf8300-bf19-11e7-889f-0cc47a0d1609
[2] https://bitcointalk.org/index.php?topic=2100432.0
[1] https://paper.li/helloserenify/1471972757?edition_id=881a95f0-c316-11e7-b6d0-0cc47a0d15fd
[1] https://paper.li/helloserenify/1471972757?edition_id=43d84420-c184-11e7-b6d0-0cc47a0d15fd
[1] https://paper.li/helloserenify/1471972757?edition_id=6e1e5e10-c704-11e7-8d12-0cc47a0d15fd
[1] https://paper.li/helloserenify/1471972757?edition_id=c3795d90-c896-11e7-9700-0cc47a0d15fd
[1] https://paper.li/helloserenify/1471972757?edition_id=89dc0d80-be5f-11e7-9f6f-0cc47a0d15fd

Top Domains
Top Domains in Tweet in Entire Graph:
[895] twitter.com
[102] google.com
[77] paper.li
[76] snip.ly
[59] brandthropologie.com
[55] parqex.com
[53] com.es
[50] venturebeat.com
[46] forbes.com
[41] techcrunch.com

Top Domains in Tweet in G1:
[131] twitter.com
[16] e-strategyblog.com
[15] venturebeat.com
[12] linkedin.com
[12] thesocialmediafamily.com
[8] paper.li
[8] fb.me
[6] instagram.com
[5] youtube.com
[5] caixinglobal.com

Top Domains in Tweet in G2:
[97] twitter.com
[20] facebook.com
[13] che-fare.com
[5] sidehustlenation.com
[5] theguardian.com
[5] corriere.it
[4] skift.com
[4] meetup.com
[4] ballotpedia.org
[4] thesocialmediafamily.com

Top Domains in Tweet in G3:
[129] twitter.com
[40] google.com
[34] guardhog.com
[17] co.uk
[11] rudecommunications.com
[8] marketplaceplatform.com
[7] ft.com
[7] bitcointalk.org
[6] crowdsourcingweek.com
[5] hbr.org

Top Domains in Tweet in G4:
[55] parqex.com
[51] com.es
[49] twitter.com
[32] forbes.com
[7] disruptionhub.com
[7] meetup.com
[7] techcrunch.com
[5] mckinsey.com
[5] guardhog.com
[5] inc.com

Top Domains in Tweet in G5:
[75] snip.ly
[58] brandthropologie.com
[51] google.com
[22] twitter.com
[18] paper.li
[10] gov.uk
[9] co.uk
[4] theguardian.com
[4] forbes.com
[3] ssrn.com

Top Domains in Tweet in G6:
[14] bcg.com
[5] techcrunch.com
[4] twitter.com
[2] thenextweb.com
[2] shanghaiist.com
[2] linkedin.com

Top Domains in Tweet in G7:
[24] twitter.com
[14] techcrunch.com
[10] zdnet.com
[8] youtube.com
[4] intel.com
[3] shareable.net
[2] barcelonastartupnews.com
[1] reinvent.net
[1] techrepublic.com
[1] paper.li

Top Domains in Tweet in G8:
[26] twitter.com
[9] veryfier.com
[2] convey.pro
[2] atairbnb.com
[2] co.za
[2] ruchelaw.com
[1] cnbc.com
[1] theculturetrip.com
[1] forbes.com
[1] ft.com

Top Domains in Tweet in G9:
[23] thenextweb.com
[20] venturebeat.com
[6] skift.com
[5] twitter.com
[2] wsj.com
[1] zdnet.com

Top Domains in Tweet in G10:
[29] paper.li
[4] twitter.com
[3] pwc.com
[2] fastcompany.com
[2] bitcointalk.org
[1] wired.com
[1] medium.com
[1] thisisoliver.co
[1] columbia.edu
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3098] sharingeconomy
[251] blockchain
[236] gigeconomy
[145] ai
[131] socialmedia
[129] vacayo
[116] iot
[111] homeowner
[110] startup
[103] fintech



Top Hashtags in Tweet in G1:
[324] sharingeconomy
[25] blockchain
[22] uber
[21] airbnb
[15] irs
[11] lyft
[9] smartcities
[9] fintech
[6] gigeconomy
[6] column

Top Hashtags in Tweet in G2:
[399] sharingeconomy
[46] generationshare
[22] india
[20] gigeconomy
[19] economiacollaborativa
[17] mumbai
[16] risoluzione
[15] delningsekonomi
[13] cities
[13] collaborazione

Top Hashtags in Tweet in G3:
[396] sharingeconomy
[35] insurance
[34] blockchain
[26] cbi2017
[25] p2p
[22] airbnb
[21] travel
[21] innovation
[14] technology
[14] startup

Top Hashtags in Tweet in G4:
[281] sharingeconomy
[93] iot
[79] blockchain
[44] digitaltransformation
[38] ai
[36] futureofwork
[36] robots
[34] fintech
[29] bigdata
[26] mybit

Top Hashtags in Tweet in G5:
[303] sharingeconomy
[56] b2b
[56] marketing
[8] business
[7] socialmedia
[7] uber
[6] cardiffuni
[5] gigeconomy
[5] lyft
[4] marketplace

Top Hashtags in Tweet in G6:
[90] sharingeconomy
[67] ai
[62] socialmedia
[62] vr
[61] ar
[61] robots
[61] behavioraleconomics
[22] fintech
[14] vc
[14] startup

Top Hashtags in Tweet in G7:
[60] sharingeconomy
[24] smartcity
[14] uber
[13] innovation
[11] apple
[10] futureofwork
[8] gigeconomy
[7] startups
[6] finserv
[6] traveltech

Top Hashtags in Tweet in G8:
[54] sharingeconomy
[12] startup
[11] investor
[11] entrepreneur
[11] accelerator
[11] incubator
[11] globalleader
[10] innovation
[8] distruption
[5] travel

Top Hashtags in Tweet in G9:
[62] sharingeconomy
[41] blockchain
[23] gigeconomy
[23] fintech
[23] infosec
[23] payments
[5] homesharing
[5] economiacolaborativa
[5] hogarescompartidos
[4] galiciacaminoemprendedor

Top Hashtags in Tweet in G10:
[50] sharingeconomy
[9] sharing
[6] marketing
[5] blockchain
[3] startup
[2] growth
[2] platformrevolution
[2] accommodation
[2] startups
[2] appjobs

Top Words
Top Words in Tweet in Entire Graph:
[1831] Words in Sentiment List#1: Positive
[596] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[55200] Non-categorized Words
[57627] Total Words
[3120] sharingeconomy
[517] sharing
[387] economy
[280] blockchain
[236] gigeconomy

Top Words in Tweet in G1:
[327] sharingeconomy
[78] sharing
[70] economy
[34] uber
[30] blockchain
[26] airbnb
[22] use
[22] cities
[21] tax
[20] new

Top Words in Tweet in G2:
[400] sharingeconomy
[70] fondfeltrinelli
[65] e
[65] di
[60] sharing
[55] dantinicola
[51] che_fare
[50] cities
[50] per
[46] generationshare

Top Words in Tweet in G3:
[396] sharingeconomy
[96] sharing
[70] economy
[55] guardhog
[41] rudecomms
[40] insurance
[39] blockchain
[38] great
[36] airbnb
[34] travel

Top Words in Tweet in G4:
[281] sharingeconomy
[93] iot
[84] blockchain
[59] work
[52] sharing
[50] digital
[50] eraser
[44] future
[44] digitaltransformation
[38] ai

Top Words in Tweet in G5:
[303] sharingeconomy
[90] news
[62] sharing
[59] marketing
[56] b2b
[49] economy
[22] thanks
[22] mashuptweet
[20] uber
[19] latest

Top Words in Tweet in G6:
[90] sharingeconomy
[67] ai
[62] socialmedia
[62] vr
[61] white
[61] paper
[61] pursuit
[61] digital
[61] happiness
[61] ar

Top Words in Tweet in G7:
[60] sharingeconomy
[28] uber
[24] smartcity
[20] cities
[18] innovation
[17] sharing
[15] techcrunch
[14] glengilmore
[13] more
[12] economy

Top Words in Tweet in G8:
[54] sharingeconomy
[38] airbnb
[21] uber
[16] economy
[12] startup
[12] alanwinde
[11] sharing
[11] investor
[11] entrepreneur
[11] accelerator

Top Words in Tweet in G9:
[62] sharingeconomy
[45] blockchain
[30] evankirstel
[23] gigeconomy
[23] needs
[23] fintech
[23] infosec
[23] payments
[22] bourseettradi
[18] venturebeat

Top Words in Tweet in G10:
[50] sharingeconomy
[35] sharing
[25] latest
[25] thanks
[24] economy
[15] daily
[6] marketing
[6] giftflow
[5] blockchain
[4] appjobs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[313] sharing,economy
[134] sharingeconomy,gigeconomy
[109] gigeconomy,homeowner
[99] robots,sharingeconomy
[89] sharingeconomy,news
[80] homeowner,homeownership
[76] vr,ai
[64] ar,vr
[63] white,paper
[63] paper,pursuit

Top Word Pairs in Tweet in G1:
[61] sharing,economy
[16] use,sharing
[16] economy,services
[16] services,table
[16] table,sharingeconomy
[15] economía,colaborativa
[13] cities,still
[13] still,want
[12] blockchain,bringing
[12] colaborativa,negocio

Top Word Pairs in Tweet in G2:
[26] riflessione,sul
[20] sharingeconomy,riflessione
[19] 6,11
[19] 11,milano
[19] milano,fondfeltrinelli
[18] sharing,economy
[18] sulla,sharingeconomy
[18] sul,governo
[16] risoluzione,sharingeconomy
[15] iris_network,sharingeconomy

Top Word Pairs in Tweet in G3:
[64] sharing,economy
[20] up,sharingeconomy
[20] blockchain,sharingeconomy
[18] 5,companies
[18] companies,shaking
[18] shaking,up
[15] hiyacar,justpark
[15] token,sale
[14] sharingeconomy,hiyacar
[14] justpark,citystasher

Top Word Pairs in Tweet in G4:
[36] future,digital
[36] digital,work
[36] work,dhinchcliffe
[36] dhinchcliffe,digitaltransformation
[36] digitaltransformation,futureofwork
[36] futureofwork,iot
[36] iot,robots
[36] robots,sharingeconomy
[35] tiffani_bova,future
[26] mybit,published

Top Word Pairs in Tweet in G5:
[87] sharingeconomy,news
[45] sharingeconomy,b2b
[38] sharing,economy
[37] b2b,marketing
[18] latest,sharingeconomy
[18] sharingeconomy,daily
[18] daily,thanks
[12] sharingeconomy,marketing
[11] marketing,b2b
[10] uber,lyft

Top Word Pairs in Tweet in G6:
[62] vr,ai
[61] white,paper
[61] paper,pursuit
[61] pursuit,digital
[61] digital,happiness
[61] happiness,socialmedia
[61] socialmedia,ar
[61] ar,vr
[61] ai,robots
[61] robots,sharingeconomy

Top Word Pairs in Tweet in G7:
[12] sharing,economy
[12] smartcity,sharingeconomy
[11] cities,still
[11] still,want
[11] more,uber
[11] uber,hertz
[11] hertz,even
[11] even,car
[11] car,owners
[11] owners,amazon

Top Word Pairs in Tweet in G8:
[11] startup,investor
[11] investor,entrepreneur
[11] entrepreneur,accelerator
[11] accelerator,incubator
[11] incubator,globalleader
[10] globalleader,innovation
[9] started,startup
[8] innovation,distruption
[8] sharing,economy
[6] instagram,started

Top Word Pairs in Tweet in G9:
[23] gigeconomy,needs
[23] needs,blockchain
[23] blockchain,fintech
[23] fintech,sharingeconomy
[23] sharingeconomy,infosec
[23] infosec,payments
[22] evankirstel,gigeconomy
[22] payments,bourseettradi
[14] blockchain,bringing
[14] bringing,sharingeconomy

Top Word Pairs in Tweet in G10:
[24] sharing,economy
[19] latest,sharing
[13] daily,thanks
[9] economy,daily
[8] economy,thanks
[6] latest,giftflow
[6] giftflow,sharing
[6] sharing,daily
[5] sharingeconomy,marketing
[4] economy,review

Top Replied-To
Top Replied-To in Entire Graph:
@dantinicola
@car2go
@rudecomms
@ivanapais
@deemly
@ofo_bicycle
@bestcrowdfundng
@shareconuk
@thetophog
@bertramniessen

Top Replied-To in G2:
@dantinicola
@ivanapais
@sophie_snap
@bertramniessen
@sharitaly
@annibale_delia
@bookingcom
@deeditforward
@tbonini
@eclamoureux

Top Replied-To in G3:
@rudecomms
@deemly
@thetophog
@spothostuk
@toyroom_io
@cloudpeeps
@karanovic_j
@blockcdn
@wembleystadium
@shareconuk

Top Replied-To in G5:
@ipmzmediachange
@shareconuk
@inquirerdotnet
@sthstadsmission
@sanverde

Top Replied-To in G6:
@rawstory

Top Replied-To in G7:
@bai_info
@uber

Top Replied-To in G8:
@airbnbhelp
@airbnb
@jordanclaire
@aprilrinne

Top Replied-To in G9:
@venturebeat

Top Mentioned
Top Mentioned in Entire Graph:
@fondfeltrinelli
@andi_staub
@eraser
@che_fare
@wef
@irsnews
@dantinicola
@frronconi
@guardhog
@rudecomms

Top Mentioned in G1:
@goboony
@pjforguk
@sixtyandme
@keithjonescpa
@smartcity_blog

Top Mentioned in G2:
@fondfeltrinelli
@che_fare
@dantinicola
@benitamatofska
@p_vd_glind
@sharingcity
@sharingcitygbg
@leagueofcities
@sophie_snap
@aprilrinne

Top Mentioned in G3:
@rudecomms
@guardhog
@debbiewossk
@thetophog
@boataffair
@blockcdn
@hiyacar
@shareconuk
@liftshare
@lovehomeswap

Top Mentioned in G4:
@eraser
@dhinchcliffe
@tiffani_bova
@forbes
@mybit_dapp
@netexlearning
@lablogga
@iotswc
@mapamagob
@nicholasmgarcia

Top Mentioned in G5:
@mashuptweet
@statsjon
@ant_x_ince
@ps2share
@californiapuc
@louiseoldfield
@lutzid
@locosf2014
@mrmatthewkelly

Top Mentioned in G6:
@andi_staub
@bcg
@jimmarous
@bourseettrading
@cgledhill
@meisshaily
@info_data_mgmt
@zuzudotai
@evankirstel

Top Mentioned in G7:
@techcrunch
@glengilmore
@zd
@duarteabrunhosa
@albertogaruccio
@wigotrips
@ekorent_fin
@timerepublik
@ouisharefest
@lidorrevah

Top Mentioned in G8:
@airbnb
@uber
@alanwinde
@langagepreneur
@wesgro
@timharris
@mamcconnell
@bchesky
@westerncapegov
@wyndham

Top Mentioned in G9:
@evankirstel
@venturebeat
@pakobautista
@airbnb_es
@rafaelmcortina
@gmurgui
@wsj
@y_uribe
@realjoelcesare

Top Mentioned in G10:
@blockcdn
@gotzceo
@chargedupworld
@ideationcenter
@fastcompany
@somatoken
@parqex
@tandfstem
@mathieu_goetzke
@sunnyg502

Top Tweeters
Top Tweeters in Entire Graph:
@dannyshooknews
@arkangelscrap
@vrai777
@wittich
@paoloigna1
@roomeezon
@startuprealtime
@sectest9
@alevergara78
@ehfoundation237

Top Tweeters in G1:
@vrai777
@wittich
@knowyourleaker
@trendinaliait
@geekinfonow
@gamergeeknews
@vic_maine
@breakingnewsit
@chriswrighttech
@derickson

Top Tweeters in G2:
@ehfoundation237
@guardian
@artisticparley
@mashable
@italiastartup_
@giuliog
@hanslak
@prudenzanoanton
@rodentpolitics
@fabiennenoble

Top Tweeters in G3:
@roomeezon
@kotaknaren
@thehill
@business
@mailonline
@viiiiiinnn
@ft
@houstonchron
@huwsayer
@dreamsgen_int

Top Tweeters in G4:
@alevergara78
@eraser
@andysugs
@zippylab
@dolarhoycol
@iotimelab
@utarsystems
@inc
@insidestat
@machinelearnbot

Top Tweeters in G5:
@inquirerdotnet
@carolynnewsom
@imperfectgirl07
@anderstingsbone
@pickabest1
@theeconomist
@sanverde
@jazzhandssupply
@giroudraphael
@treehugger

Top Tweeters in G6:
@akwyz
@homeaiinfo
@rawstory
@nocomp
@cosmunity
@drandypardoe
@darcyoyewoleweb
@spirosmargaris
@hitpol
@therudingroup

Top Tweeters in G7:
@itknowingness
@smartcityfeed
@alvinlindsay21
@technowornever
@techcrunch
@energycoin
@imthebanjoboy
@fcbarcelona
@glengilmore
@chi312chi

Top Tweeters in G8:
@didierdelmer
@airbnbhelp
@monicazyoung
@troublexkid
@socialmediauks
@integration_d
@gatwick_airport
@mr_suaz
@jordanclaire
@airbnb

Top Tweeters in G9:
@arkangelscrap
@startuprealtime
@sectest9
@evankirstel
@securitynews6
@infosecurity99
@rwang0
@wsj
@jb_u00
@venturebeat

Top Tweeters in G10:
@fastcompany
@ukhoteldir
@salehnerd
@oregonbusiness
@gotzceo
@ejang
@camerontw
@letsgonegosyo
@avabond85
@causevox