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Data For Good France - meetup3

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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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Data For Good France - meetup3

  1. 1. Data for Good meetup #3: Prototypage d'un produit ‚Optimisation de la distribution alimentaire‘
  2. 2. Contexte 20 000 tonnes distribuées par la Croix Rouge française 200 000 tonnes jetées par les grandes et moyennes surfaces 2 000 000 tonnes jetées par les ménages Chaque année en France 100 000 tonnes distribuées par les associations > Possibilité d‘amélioration du système d‘aide alimentaire 42% des personnes ont bénéficié de l’aide alimentaire dans le mois écoulé Source : Rapport Médecins du Monde Juin 2014 http://www.medecinsdumonde.org/Presse/Communiques-de- presse/France/Alimentation-et-grande-precarite-en-France-La-faim- justifie-des-moyens Sur 346 personnes en situation précaire interogées 35% ne connaissent pas les dispositifs d’aide alimentaire 23% connaissent les dispositifs d’aide alimentaire mais n’en n’ont pas bénéficié dans le mois écoulé
  3. 3. Contexte Avril 2015 Rapport Garot sur le gaspillage alimentaire en France: point de départ de nouvelles réformes Juillet 2016 Les grandes et moyennes surfaces de plus de 400m² seront contraintes de donner leur surplus alimentaire aux associations sociales telles que la Croix Rouge sous peine de 2 ans d‘emprisonnement et 75k€ d‘amende.
  4. 4. Contexte De nouvelles ressources pour la Croix Rouge... mais en trop grande quantité ! Comment coordonner l'action de la Croix Rouge Francaise, des autres associations sociales et des grandes surfaces afin de repondre aux problèmes logistiques que la nouvelle loi sur le gaspillage alimentaire va poser ?
  5. 5. Identification du besoin Sources: Retours sur les meetings avec les acteurs de la croix rouge Rapport „diagnostic sur les zones blanches de la croix rouge francaise sur le territoire francais“ (source ?) Besoins identifiés: Géolocalisation et informations sur les autres associations sociales et leurs activités Informations relatives aux grandes surfaces Prédiction de la demande alimentaire Organisation des bénévoles et des moyens mis à leurs disposition (camions, système de notification…) ?
  6. 6. Objectif Créer un outil a l'usage: des équipes opérationnelles de la Croix Rouge des associations spécialisées dans „le dernier kilomètre“ des grandes surfaces Permettant d‘optimiser la distribution alimentaire : en anticipant les besoins de chaque centre de distribution, en aidant la collecte grace à une meilleure communication entre les différents acteurs du secteur.
  7. 7. Prototype de produit Créer une carte interactive permettant d'accéder rapidement aux informations pertinentes relatives a un centre de distribution de la Croix Rouge : Informations sur l'activité du centre Les grandes surfaces les plus proches Les autres associations sociales voisines Premier pas vers un outil de décision „au quotidien“
  8. 8. Données Données a disposition: Fournies par la CR (position des centres, donnees transactionnelles, …) Données „dénichées“: Localisation des centres des restos du coeur et de la banque alimentaire Localisation de l'ensemble des supermarches / hypermarches de Franc Website crawlé: http://supermarches.grandes-enseignes.com/ Code de crawling R Outil de scraping: https://import.io/
  9. 9. Etapes: Géolocalisation des supermarchés et autres centres sociaux : Google Geocoding API Détermination des plus proches voisins pour chaque centre „à vol d'oiseau“ Méthode : Centre CR : autre activité sociale : choisi : supermarché Détermination des vraies distances et temps de trajets entre centres et supermarchés: utilisation de Google Distance Matrix API
  10. 10. Démonstration (scénarii d'utilisation) https://selimr.shinyapps.io/U2A_VIZ
  11. 11. Limites A DEPASSER !! DONNEES Pas de données exhaustives sur les positions des autres centres sociaux Certains supermarchés non référencés Pas de données relatives au gaspillage alimentaire de chaque grande surface Ajout de données socio-économiques ? TECHNO Technologie inadéquate a la mise en production (application MEAN ? plus adaptée que shiny/R) COMPREHENSION DE LA PROBLEMATIQUE Nécessaire de mieux comprendre les freins actuels : Actuellement les grandes entreprises sont déjà disposées à fournir les invendus, qu’est ce que la nouvelle loi va changer ? Carrefour : 77 millions de repas fournis à 800 assos locales Système U : Leclerc : 95% de ses magasins disposent déjà d’une convention Le frein se situe davantage dans les moyens logistiques ? Est-ce qu’il manque des camions ? Des bénévoles? Est-ce que c’est un problème de coordination (camions non remplis, bénévoles inutilisés) Quels sont les outils / partenaires externes (type Chainon manquant, Eqosphère) déjà utilisés ? Comment s’organise la collaboration avec les autres associations ? Comment se passe une journée de distribution ? > Acteurs de la Croix Rouge: faites nous part de vos commentaires !
  12. 12. Next steps : Contribuez ! Faites nous part de vos idées / commentaires Rejoignez le Github: https://github.com/dataforgoodfr/croixrouge Rejoignez le groupe slack: https://dataforgoodfr.slack.com/ Découvrez les données disponibles et amusez-vous avec Rapprochez vous de la Croix Rouge et chercher à en saisir le fonctionnement et comment on peut aider Devenez vous aussi un Data Gooder et participez à ce beau projet !
  13. 13. Merci

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