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Data François Bancilhon twitter.com/ fbancilhon

Data François Bancilhon twitter.com/ fbancilhon. Data consumers. Data Analytics. Dataviz. BI tools providers. Data Producers. Platform providers. Public Data Editors. Private Data Editors. Tool providers. D ata developer. Custom. Off the shelf. Customer spcs. Data Publica

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Data François Bancilhon twitter.com/ fbancilhon

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  1. DataFrançois Bancilhontwitter.com/fbancilhon

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

  3. Data developer Custom Off the shelf Customer spcs Data Publica specx Web Open Data InternalDatasets DatasetsEditor SocizlNetworks

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

  5. Is Data Global? • Software vendorsoperate 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 cannotbuild a local software business • You canbuild a local data business

  6. Internet startups Fortune 500

  7. 48.8742° N, 2.3470° E 533 735 932 1 48 04 07 019 125

  8. DatasetExamples • Public Tender announcements • Public organisations • Economicactivity (by vertical and by geography) • City dashboard • Employmentdashboard • Real Estatedashboard • Enrichment of company data • Weak signal detection in company data • Directory of a specificcategory of stores • Electedofficials

  9. Public tender announcements BOAMP OJEU CUSTOMER PLATFORM DEMAT PLATFORM DEMAT PLATFORM DEMAT PLATFORM CLASSIFICATION (CPV) ANALYSIS DEDUP DELIVERY

  10. 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: deduplicationwithin and between sources • LOD with public tenders (65% up to now)

  11. Territory dashboard Economy Démography Health Tourism Environment etc. Theme Country State Disctrict City Neighborhood etc. Geographicgranularity Dashboard

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

  13. 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

  14. Company data enrichment

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

  16. Weak signal detection • Given a set of company description • Detectsomeweak signal • Export • Change in management Signal detection Web site detection Web site analysis

  17. Hotel Room Prices • In a givengeographic zone • For all the hotels • For all the rooms • For everyreservedday of the year • For everyreservationday of the year • Provide the price of the room

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

  19. FrançoisBancilhon twitter.com/fbancilhon www.data-publica.com

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