230 likes | 362 Views
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
E N D
Data consumers Data Analytics Dataviz BI tools providers Data Producers Platform providers Public Data Editors Private Data Editors Tool providers
Data developer Custom Off the shelf Customer spcs Data Publica specx Web Open Data InternalDatasets DatasetsEditor SocizlNetworks
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
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
Internet startups Fortune 500
48.8742° N, 2.3470° E 533 735 932 1 48 04 07 019 125
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
Public tender announcements BOAMP OJEU CUSTOMER PLATFORM DEMAT PLATFORM DEMAT PLATFORM DEMAT PLATFORM CLASSIFICATION (CPV) ANALYSIS DEDUP DELIVERY
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)
Territory dashboard Economy Démography Health Tourism Environment etc. Theme Country State Disctrict City Neighborhood etc. Geographicgranularity Dashboard
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
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
Web site analysis • Analyse the web site do diagnose the company Internet presence
Weak signal detection • Given a set of company description • Detectsomeweak signal • Export • Change in management Signal detection Web site detection Web site analysis
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
French ElectedOfficials Scope Information First Name, Las Name Mandate Location Date Political affiliation • Government • Mayors • Senators • « députés » (congressmen) • « conseillers généraux » • « conseillers départementaux »
FrançoisBancilhon twitter.com/fbancilhon www.data-publica.com