1. Data François Bancilhon twitter.com/fbancilhon

5. Public Data Editors Private Data Editors Data Producers Data Analytics Dataviz Data consumers Platform providers Tool providers BI tools providers

6. Web Datasets Editor Internal Datasets Open Data Socizl Networks Crawl Scraping ETL, etc. Text Mining Structuration Augmentation … Delivery Visualization Custo mer spcs Data Publica specx Custom Off the shelf Data developer

7. Data Publica : expertise Crawl Scraping ETL Data cleansing Text & Web mining Databases Open Data Web Social network Private data Crowdsourcing Data Presentation Transformation Generic dataviz Specific dataviz Content

8. Is Data Global? Software vendors operate in a global market Data is country dependent The shape of the data is country dependent The access to the data is country dependent You cannot build a local software business You can build a local data business

9. Internet start ups Fortune 500

11. 1 48 04 07 019 125 533 735 93248.8742° N, 2.3470° E

12. Dataset Examples 1.Public Tender announcements 2.Public organisations 3.Economic activity (by vertical and by geography) 4.City dashboard 5.Employment dashboard 6.Real Estate dashboard 7.Enrichment of company data 8.Weak signal detection in company data 9.Directory of a specific category of stores 10.Elected officials

13. Public tender announcements BOAMPOJEU CUSTOMER PLATFORM DEMAT PLATFORM CLASSIFICATION (CPV) ANALYSISDEDUP DEMAT PLATFORM DEMAT PLATFORM DELIVERY

14. Public organizations in France 175 000 instances 5 000 types 6 sources, all of them public Data: name, code, address, phone, fax, email, web site Hard part: deduplication within and between sources LOD with public tenders (65% up to now)

15. Territory dashboard Economy Démography Health Tourism Environment etc. Country State Disctrict City Neighborhood etc. Dashboard Theme Geographic granularity

16. Manual data extraction Automated data extraction Manual report production Custom report Vizualisation Generic dataviz Territory dashboards Manual process Automated data update Your report Other Sources Sources Industrial process

17. Data set enrichment Given a list of companies and some information about them Find more information – With the company information, find the web site – Analyse the web site to find more information – Eventually look outside of the web site

18. Company data enrichment Total10 000 companies (%) 5 779 companies with website (%) Entreprises with Web site 5 77958%100% Confident web site >0.5 2 08421%36% # of shares information 4685%8% Contact information1 07111%19% Professional e-mail1 89319%32% Phone3 61837%62% Generic email1 21212%21%

19. Web site analysis Analyse the web site do diagnose the company Internet presence

20. Weak signal detection Given a set of company description Detect some weak signal – Export – Change in management Web site detection Web site analysis Signal detection

21. Hotel Room Prices In a given geographic zone For all the hotels For all the rooms For every reserved day of the year For every reservation day of the year Provide the price of the room

22. French Elected Officials Scope Government Mayors Senators « députés » (congressmen) « conseillers généraux » « conseillers départementaux » Information First Name, Las Name Mandate Location Date Political affiliation

23. François Bancilhon twitter.com/fbancilhon www.data-publica.com