The 50 Best Free Datasets for Machine Learning - Gengo AI What are some open datasets for machine learning? We at Gengo decided to create the ultimate cheat sheet for high quality datasets. These range from the vast (looking at you, Kaggle) or the highly specific (data for self-driving cars). First, a couple of pointers to keep in mind when searching for datasets. A dataset shouldn’t be messy, because you don’t want to spend a lot of time cleaning data.A dataset shouldn’t have too many rows or columns, so it’s easy to work with.The cleaner the data, the better — cleaning a large data set can be very time consuming.There should be an interesting question that can be answered with the data. Let’s get to it! Dataset Finders Kaggle: A data science site that contains a variety of externally-contributed interesting datasets. UCI Machine Learning Repository: One of the oldest sources of datasets on the web, and a great first stop when looking for interesting datasets. General Datasets Public Government datasets Finance & Economics Images Sentiment Analysis
The World Bank - Statistik World Development Indicators 2016 World Development Indicators (WDI) publication is a collection of time-series data for 214 economies, with many indicators going back more than 50 years. WDI provides cross-country comparable statistics about development and people’s lives around the globe. International Debt Statistics 2016 Focuses on financial flows, trends in external debt, and other major financial indicators for developing and advanced economies (data from Quarterly External Debt Statistics and Quarterly Public Sector Debt databases). Atlas of Global Development, Fourth Edition: A Visual Guide to the World’s Greatest Challenges Published in association with Harper Collins, the completely revised and updated fourth edition of the Atlas of Global Development vividly illustrates the key development challenges facing our world today. Data Visualization Tools: Data Visualizer Bubble Chart Check out Data Visualizer Mobile Applications: DataFinder for iOS and Android
La lettre du CEPII - Carnet de bal des accords commerciaux régionaux Carnet de bal des accords commerciaux régionaux Lionel FontagnéGianluca Santoni Les difficultés du multilatéralisme ont renouvelé l’intérêt pour le régionalisme en matière d’accord commercial. Avec quels partenaires un pays a-t-il un intérêt économique à signer un accord ? UNdata The Ordination Web Page The Psychology of Social Media: Why We Like, Comment, and Share Online What would happen if you were to “like” everything you saw on social media? The developer Rameet Chawla found out when he built a script that liked every photo that passed through his Instagram feed. He grew his followers by about 30 a dayHe got invited to more partiesHe got stopped on the street by people who recognized him from InstagramHe got message after message from friends encouraging him to post more. He said it was “almost like they were frustrated, like they were longing for something to like in return.” The likes, comments and posts we share on social media can often seem inconsequential, but they matter. What if we could understand the psychology of social media and use that knowledge to bring customers closer, give them more of what they want, and create better relationships? I had the supreme privilege of talking about just that topic at Mozcon, a super fun and crazy informative marketing conference put on by our friends at Moz. Social media biology: Dopamine and oxytocin
• Statista - The Statistics Portal for Market Data, Market Research and Market Studies En 2015 en France, 1,8 million d’emplois dans les entreprises sous contrôle étranger - Insee Focus - 109 L’emploi sous contrôle étranger se concentre principalement dans des ETI... En 2015, 28 100 entreprises au sens unités légales et entreprises profilées sont sous le contrôle de firmes multinationales étrangères en France. Ces entreprises représentent moins de 1 % des entreprises en France, dans les secteurs marchands non agricoles et non financiers (figure 1). Leur part dans l’emploi est beaucoup plus élevée : elles emploient 1,8 million de personnes (salariés et non-salariés), soit 11 % des effectifs de fin d’année des entreprises présentes sur le sol français. La moitié de l’emploi en France des firmes multinationales étrangères se concentre dans des entreprises de taille intermédiaire (ETI). Parmi les 118 pays étrangers contrôlant des entreprises en France, 16 représentent 95 % de l’emploi en France sous contrôle étranger. tableau Figure 1 - Contribution des différents types de firmes à différents agrégats en % tableau Figure 2 - Emplois sous contrôle étranger, par pays d'origine
Data World Economic Outlook Databases (WEO) Updated Download time series data for GDP growth, inflation, unemployment, payments balances, exports, imports, external debt, capital flows, commodity prices. More International Financial Statistics (IFS) More IMF Statistics Data Provides comprehensive access to IFS, BOPS, DOTS, GFS and free access to a range of additional IMF datasets. Data Portal Principal Global Indicators (PGI) A website that brings together data for the major economies available from international agencies covering the financial, governmental, external, and real sectors, and provides links to data in web sites of international and national agencies. More Global Housing Watch A website that tracks developments in housing markets around the world. More Balance of Payments Statistics (BOPS) More Coordinated Direct Investment Survey (CDIS) Updated The CDIS collects data and metadata on inward and outward direct investment positions cross-classified by counterpart economy. More More More More