Domain Analytics. Jay Daley,.nz Registrar Conference, 2015
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1 Domain Analytics Jay Daley,.nz Registrar Conference, 2015
2 Domain Analytics Explained Using data science to provide insight into domain name usage Value for registrars understanding customers Value for registrants understanding competition Two key techniques Algorithmic popularity ranking from DNS traffic Industry coding of domains by machine learning Two key outputs New functionality on registrar portal New product for registrars to sell Domain Analytics Nov
3 Popularity Ranking We see and capture a huge amount of DNS traffic. Caching resolvers answer most queries before they get to us. Standard algorithm that ranks importance of words in a corpus of documents Tf-idf (term frequency inverse document frequency) Adapted to domain names Further work needed to refine Calculated every day Domain Analytics Nov
4 Top 20 March 2015 Domain Analytics Nov
5 Top Banks March 2015 Domain Analytics Nov
6 Industry Coding ANZSIC Australia/New Zealand Standard Industry Code (2006) 19 broad divisions: A Agriculture, forestry, fishing and hunting B Mining C Manufacturing D Electricity, gas and water supply E Construction F Wholesale trade G Retail trade H Accommodation, Food Services I Transport and storage J Information Media and Telecommunications K Finance and insurance L Rental, Hiring and Real Estate Services M Professional, Scientific and Technical Services N Administrative and Support Services O Public Administration and Safety P Education and Training Q Health Care and Social Assistance R Arts and Recreation Services S Other Services 96 sub-divisions, 200+ group, 500+ classes L Rental, Hiring and Real Estate Services 66 Rental and Hiring Services (except Real Estate) 661 Motor Vehicle and Transport Equipment Rental and Hiring 6611 Passenger Car Rental and Hiring 6619 Other Motor Vehicle and Transport Equipment Rental Domain Analytics Nov
7 ANZSIC for the Register Bought two hand-curated marketing databases. Bought two fields - Domain Name, ANZSIC 106k in one, 15k in the other Used these as training set for machine learning Now at stable point Overall accuracy of 50% using strict matching and 76% using fuzzy matching Looking for ways to improve this. Domain Analytics Nov
8 Value for Registrars Penetration by vertical Specialise in specific verticals (accidentally)? Repeat business in same vertical? Potential of verticals How does overall registry penetration compare to industry size? Has a vertical been fully mined? What are the most untapped verticals? Value of verticals Do some verticals bring more repeat business? Buy more add-on products? Domain Analytics Nov
9 Value for Registrars Registrar Registry ANZSIC Personal Parked Unknown ANZSIC Personal Parked Unknown Domain Analytics Nov
10 Value for Registrars S Other Services R Arts and Recreation Services Q Health Care and Social Assistance P Education and Training O Public Administration and Safety N Administrative and Support Services M Professional, Scientific and Technical Services L Rental, Hiring and Real Estate Services K Finance and insurance J Information Media and Telecommunications I Transport and storage H Accommodation, Food Services G Retail trade F Wholesale trade E Construction D Electricity, gas and water supply C Manufacturing B Mining A Agriculture, forestry, fishing and hunting 0% 5% 10% 15% 20% 25% 30% 35% Registry Registrar Domain Analytics Nov
11 Value for Registrants The online advertising dilemma Imagine you re an online flower shop You advertise in the lead up to Mothers Day You get 50% rise in online traffic, 10% rise in sales BUT. How do you know how your competitors did? What if they got 50% rise without advertising? How much of this was just Mothers Day uplift? Not even Google Analytics can tell you! We can. Domain Analytics Nov
12 Value for Registrants Domain Analytics Nov
13 Value for Registrants Domain Analytics Nov
14 Value for Registrants Domain Analytics Nov
15 Value for Registrants Domain Analytics Nov
16 Next Steps Feedback Prototype Feedback Prototype Feedback Products Registrar portal functionality Registrant product add-on to.nz for registrars Domain Analytics Nov
17 Feedback? Is this something you would use? Is this something you would sell? Contact: Jay Daley,
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