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1、Quick Links: DISCLAIMER: This information is not to be published, disseminated, distributed, or otherwise transferred without written permission from Lionbridge. Looking for custom data for your project? Lionbridge AI provides custom human-annotated datasets for machine learning. We can help you des
2、ign custom workflows, source qualified workers and more. GET IN TOUCH Open Datasets for Machine Learning - Master List This spreadsheet contains 300+ open datasets for machine learning, organized by industry and use case. Dataset Finders Agriculture Computer Vision Demographic Ecommerce Finance Lega
3、l Life Sciences NLP Social Media Miscellaneous DISCLAIMER: This information is not to be published, disseminated, distributed, or otherwise transferred without written permission from Lionbridge. Looking for custom data for your project? Lionbridge AI provides custom human-annotated datasets for mac
4、hine learning. We can help you design custom workflows, source qualified workers and more. GET IN TOUCH Dataset World Bank Open Data EU Open Data Portal CIA World Factbook American FactFinder U.S. Healthcare Data Quandl IMF Data American Economic Association (AEA) Eurostat Comext Kaggle UCI Machine
5、Learning Repository Gengo.ai FiveThirtyEight Amazon Web Services r/datasets Data.gov Apertio USDA Datamart Social computing data repository Stanford large network dataset collection (SNAP) Network repository DATA GO JP National Information Research Data Repository Link Data DescriptionCategory Datas
6、ets covering population demographics and a huge number of economic and development indicators from across the world. Dataset Finder The EU Open Data Portal gives access to open data published by EU institutions and agencies about the economy, as well as employment, science, environment, and educatio
7、n. Dataset Finder Economic stats of countries, as well as other stats on demographics, geography, communications, and military. Dataset Finder The Census Bureaus web-based, self-service tool to search a variety of population, economic, geographic and housing information. Dataset Finder Data about po
8、pulation health, diseases, drugs, health plans and more collected from the FDA drug database, USDA Food composition database and more. Dataset Finder A good source for economic and financial data useful for building models to predict economic indicators or stock prices. Dataset Finder The Internatio
9、nal Monetary Fund publishes data on international finances, debt rates, foreign exchange reserves, commodity prices and investments. Dataset Finder A good source to find US macroeconomic data.Dataset Finder Datasets on trade flows since 1988, organized by commodity.Dataset Finder A data science site
10、 that contains a variety of externally-contributed interesting datasets. Dataset Finder One of the oldest sources of datasets on the web, and a great first stop when looking for interesting datasets. Although the data sets are user- contributed, and thus have varying levels of cleanliness, the vast
11、majority are clean. You can download data directly from the UCI Machine Learning repository, without registration. Dataset Finder Gengo.ai has compiled lists of open datasets that are available for free download online. Weve sorted the best datasets by genre, such as audio datasets and cryptocurrenc
12、y datasets. You can also order custom datasets for your unique machine learning projects. Dataset Finder Current affairs website that provides the public with the data used for its articles and infographics. It got its start as a polling aggregator solely focused on political topics but has since br
13、anched out to cover sports, societal matters, and more. See also the FiveThirtyEight GitHub. Dataset Finder Amazon makes large datasets available on its Amazon Web Services platform. You can download the data and work with it on your own computer, or analyze the data in the cloud using EC2 and Hadoo
14、p. Dataset Finder Subreddit dedicated to sharing, finding, and discussing datasets with other Redditors. Dataset Finder This site makes it possible to download data from multiple US government agencies. Data can range from government budgets to school performance scores. Be warned though: much of th
15、e data requires additional research. Dataset Finder Apertio Technologies has built the industrys first global database and search engine for open government data. The database covers over 2,000 open data sites and trillions of records worldwide. Dataset Finder USDA pricing data on livestock, poultry
16、, and grain. Contains complete unrestricted public access to aggregated data sets for Livestock Mandatory Reporting (LMR) data and Dairy Mandatory Price Reporting (DMPR) Programs since 2010. Dataset Finder Datasets from multiple sources such as Twitter and YouTube, in varying sizes. Dataset Finder A
17、 wide range of datasets of varying size, from different sources such as Facebook and Reddit, so you can find the one that best fits your project needs. In addition, SNAP is a library that allows for easy integration and analysis of large networks in general, including the SNAP datasets. Dataset Find
18、er Includes social networks, web graphs, bio and brain networks, etc. They also have interactive visual analytic tools to compare and explore the various social networks. Dataset Finder The Japanese governments catalogue site provides public datasets as part of its mission to improve the economy and
19、 standard of living for Japanese citizens. Dataset Finder This site includes datasets that Japans National Information Research Group is currently working on, or preparing to work on in the near future. Dataset Finder Support site where you can convert table data into RDF files and make them public.
20、 Dataset Finder Sub-category Demographic Demographic Demographic Demographic Demographic Financial / Economic Financial / Economic Financial / Economic Financial / Economic General General General General General General Government Government Government Social Media Social Media Social Media Japanes
21、e Japanese Japanese Dataset Global Food price and terms of trade indices; imports and exports classified by commodity, and by country of origin or destination. Ecommerce Census data showing total ecommerce sales by merchandise line and compound annual growth rate from 1999-2 Ecommerce A retail datas
22、et consisting of 60,000 training images and 10,000 test images of fashion products across 10 classes. Ecommerce Data from 600,000+ innerwear products extracted from popular retail sites. It includes product description, price, category, rating and more. Ecommerce A list of over 7,000 electronic prod
23、ucts with 10 fields of pricing information. Ecommerce A list of 10,000 mens shoes and the various prices at which they are sold. Ecommerce A list of 10,000 womens shoes and the various prices at which they are sold. Ecommerce 500 SKUs and their descriptions from an outdoor apparel brands product cat
24、alog. Ecommerce A retail dataset of 22,000 fashion products on Amazon.Ecommerce This retail dataset contains images from E-commerce sites with bounding boxes drawn around shirts, jackets, sunglasses etc. It has 907 items, of which 504 items have been manually labeled. Ecommerce This set contains ima
25、ge URLs, rank on page, a description for each product, the search query that led to each result, and more from five major English-language ecommerce sites. Ecommerce A retail dataset containing manually labeled search queries on . The search queries have phrases labeled into various important entiti
26、es like Brand, Model name, Category Name & etc. Ecommerce Contains around 35 million reviews from Amazon spanning 18 years. Data include product and user information, ratings, and the plaintext review. Ecommerce Containing product reviews numbering in the hundreds of thousands, this dataset has posi
27、tive and negative files for a range of different Amazon product types. Ecommerce Stanford professor Julian McAuley has made small subsets of a 142.8 million Amazon review dataset available to download here. Ecommerce A collection of words from Google books.Ecommerce This is a transnational dataset t
28、hat contains all the transactions during an eight month period (01/12/2010-09/12/2011) for a UK-based online retail company. Ecommerce A Brazilian public retail dataset of anonymized orders made at Olist (100k orders) from 2016 to 2018 made at multiple marketplaces. Ecommerce Retail dataset that con
29、tains eBay auction data on Cartier wristwatches, Xbox game consoles, Palm Pilot M515 PDAs, and Swarovski beads. Ecommerce Collected from a real-world ecommerce website, this retail dataset contains information on visitor behavior including events like clicks, add to carts, and transactions. Ecommerc
30、e Sub-category Customer Reviews Customer Reviews Customer Reviews Customer Reviews Customer Reviews General General General General General Product Product Product Product Product Product Product Product Search Relevance Search Relevance Sentiment Analysis Sentiment Analysis Sentiment Analysis Text
31、Transaction Transaction Transaction Transaction Dataset Ethereum Historical Data Bitcoin Historical Data Crypto Compare Coins List Top 100 Cryptocurrency Historical Data Spreadsheet Cryptodatasets Poloniex Coin Gecko Kitties on the Blockchain Brave New Coin Cryptodatadownload Coinigy Bitcoin Data Fi
32、nancial Times Market Data School system finances US Stock Data CBOE Volatility Index (VIX) Dow Jones Weekly Returns EconData Simfin Saudi Arabia Public Debt AssetMarco Quandl IMF Data American Economic Association (AEA) Eurostat Comext DescriptionCategory Data from Ethereum, an open-source, public,
33、blockchain-based distributed computing platform. Contains data from launch (July 2015) to March 2018 Financial / Economic CSV files for bitcoin exchanges from Jan 2012 to July 2018, with by-the- minute updates of OHLC (Open, High, Low, Close), Volume in BTC and currency, as well as weighted bitcoin
34、price. Financial / Economic Prices, charting and market analysis from 65 of the top crypto exchanges globally. Also provides an API from which to access data Financial / Economic Historical pricing data as tracked by CoinMarketCapfor the top 100 cryptocurrencies by market capitalization as of Septem
35、ber 22, 2017, and is current to that date. Financial / Economic Delivers market, mining, and alternative cryptocurrency data from hundreds of sources. Financial / Economic Exactly what the title suggests. Offers a host of free datasets of historical prices for cryptocurrencies on various trading pla
36、tforms. Financial / Economic A crypto exchange platform that also provides API for data mining.Financial / Economic Price data on nearly 2,500 cryptocurrencies worldwide.Financial / Economic Dataset on Crypto-kitties in CSV format in blocks of a thousand kitties each. Financial / Economic Provides d
37、aily end-of-day datasets on Bitcoin trading. APIs deliverreal- time and historic crypto data from 200+ exchanges. Financial / Economic Provides data on different global cryptocurrencies exchanges. CSV files updated almost daily on a cumulative basis. Financial / Economic Offers high quality datasets
38、 on a per-month pricing model. Data is available in both RAW (Every Trade) and OHLCV (Open, High, Low, Close, Volume) format as a tab-delimited CSV file. Financial / Economic Up to date information on financial markets from around the world, including stock price indexes, commodities and foreign exc
39、hange. Financial / Economic A survey of the finances of school systems in the US.Financial / Economic Historical data of US stocks since 2009, updated daily.Financial / Economic The CBOE Volatility Index (VIX) is a key measure of market expectations of near-term volatility conveyed by S&P. This is a
40、 time-series dataset including daily open, close, high and low. Financial / Economic Dataset includes percentage of return that stock has each week, for the purpose of training your algorithm to determine which stock will produce the greatest rate of return in the following week. Financial / Economi
41、c Thousands of economic time series, produced by US government agencies and distributed in various formats and media. Data has been organized in a standard, highly efficient, easy-to-use form for personal computers and made publicly available through the site. Financial / Economic Data from financia
42、l statements uploaded on the SEC website, cleaned and organized in a single document that you can download and work with in a matter of seconds. Financial / Economic Data on Saudi Arabia Public Debt for 2005-2017 provided from Saudi Arabian Monetary Agency. Financial / Economic Macroeconomic databas
43、e that includes 25,000+ indicators for 120+ countries. Financial / Economic A good source for economic and financial data useful for building models to predict economic indicators or stock prices. Financial / Economic The International Monetary Fund publishes data on international finances, debt rat
44、es, foreign exchange reserves, commodity prices and investments. Financial / Economic A good source to find US macroeconomic data.Financial / Economic Datasets on trade flows since 1988, organized by commodity.Financial / Economic Dataset Legal Case Reports Department of Justice Open Data The Suprem
45、e Court Database Caselaw Access Project (CAP) Bureau of Justice Carp-Manning U.S. District Court Database Patent Litigations Google Patents Public Data California Crime and Law Enforcement Credit card agreement database DescriptionCategory A textual corpus of 4000 legal cases for automatic summariza
46、tion and citation analysis. For each document we collect catchphrases, citations sentences, citation catchphrases and citation classes. Legal The United States DOJ released a high-value data inventory in 2013, which includes raw datasets such as crime related data, statistical reports, and more. Leg
47、al The SCDB contains over two hundred pieces of information about each case decided by the Court between the 1791 and 2017. Legal Following 360 years of United States caselaw, Caselaw Access Project (CAP) API and bulk data services includes 40 million pages of U.S. court decisions and almost 6.5 mil
48、lion individual cases. Legal Here you can find data on law enforcement agencies, jails, parole and probation agencies and courts. Legal contains decision-making data on 110,000+ decisions by federal district court judges handed down from 1927 to 2012. Legal Covers over 74k cases across 52 years and
49、over 5 million relevant documents. 5 different files detail the litigating parties, their attorneys, results, locations, and dates. Legal contains a collection of publicly accessible, connected database tables for empirical analysis of the international patent system. Legal data on crime rates and law enforcement employment in the state of California. Legal The CFPB maintains a database of credit card agreements from hundreds of card issuers. Legal Dataset OASIS OpenfMRI ADNI HealthData.gov Big Cities Health Inventory Data Platform Chronic Disease Data Human Mortality Database M