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Intro:In my exploration of the world of big data and I became curious about tick data. Unfortunately, market data is almost always behind a paywall or de-sampled to the point of uselessness. After discovering the Dukascopy API, I knew I wanted to make this data available for all in a more accessible format. Over the course of a few months, I downloaded, cleaned, parsed, and compressed over a decade of Forex tick data on 37 currency pairs and commodities. Today I am happy to finally release the final result of my work to the DataHoarder community!
Download Links:Warning: I have rented a seedbox for the next 3 months from seedbox.io but I have been having some issues. If you have any issues with the torrent please leave a comment. Also, PLEASE SEED when you are done. This is quite a large data set and I can only push so much data on my own.
Torrent File: https://drive.google.com/file/d/18ymZWeFLJK7FggK_iiWZ-TxgWIVdJVvv/view?usp=sharingCompanion Blog Post: https://www.driftinginrecursion.com/post/dukascopy_opensource_data/
About the Data:The data was collected from https://www.dukascopy.com/ via a public API that allows for the download of tick data on the hour level. These files come in the form of a .bi5 file. The data starts as early as 2004 all the way to 2019.
These files were decompressed, then merged into yearly CSV’s named in the following convention. “AUDCHF_tick_UTC+0_00_2011.csv” or ‘Pair_Resolution_Timezone_Year.csv’
These CSV’s are split into 3 categories “Majors”, “Crosses”, “Commodities”.
Majors, Crosses, and Commodities have had their timestamps modified so that they are in the official UTC ISO standard. This was originally done for a Postgresql database that quickly became obsolesced. Any files that have been modified are appended with a “-Parse”. These timestamps have been modified in the following format.
Millisecond timestamps to UTC +00:00 time [2017.01.01 22:37:08.014] -- [2017-01-01T22:37:08.014+00:00]
User Resources:For those looking to use this data in a live context or update it frequently, I have included a number of tools for both Windows and Linux that will be useful.
WindowsThe ~/dukascopy/resources/windows folder contains a third party tool written in java that can download and convert Dukascopy’s .bi5 files. I have also included the latest zstd binaries from Zstandard Github page.
LinuxLinux is my daily driver in 99% of cases, so I have developed all my scraping tools using Linux only tools. In the ~/dukascopy/resources/linux folder you will find a number of shell script and pyhton3 files that I used to collect this data. There are quite a few files in this directory but I will cover the core ones below.
download-day.py:This file is used to download a single symbol for a single day and then convert and merge all 24 .bi5 files into a single CSV.
download-year.pyThis file is used to download a single symbol for a full year and then convert and merge all .bi5 files into a single CSV.
dukascopy.pyThis file contains all the core logic for downloading and converting data from dukascopy.
utc-timestamp-convert.pyThis tad slow but works well enough. It requires the pandas project and parses timestamps into the UTC ISO standard. This is useful for those looking to maintain the format of new files with the those in this repo, or those looking to use this in a SQL database.
submitted by MyCoinStory to MyCoinStory [link] [comments]
Greetings from MCS, the derivatives trading platform where traders ALWAYS come first.
Following the last post on the credible data providers that approved MCS in the cryptocurrency market, this post will look at what global cryptocurrency specialized media channels recognized MCS.
Bitcoin.com is a comprehensive blockchain company founded by a famous blockchain investor and entrepreneur Roger Ver. Bitcoin.com News, a subsidiary of Bitcoin.com, is one of the largest cryptocurrency media companies in the cryptocurrency industry and reports all news on the blockchain and cryptocurrency. .
Meet MCS on Bitcoin.com: https://news.bitcoin.com/mcs-first-exchange-to-list-trons-sun-and-klaytns-klay-futures-contracts/
2. Coin Readers
Coin Readers is a blockchain specialized media that analyzes news on various technologies and trends that lead the 4th Industrial Revolution ecosystem through blockchain, and delivers them to the public quickly and accurately.
Meet MCS on Coin Readers: http://coinreaders.com/8712
3. Bitcoin Insider
Bitcoin Insider is one of the largest cryptocurrency media that provides cryptocurrency market data and reports related news.
Meet MCS on Bitcoin Insider: https://www.bitcoininsider.org/article/94355/mcs-first-exchange-list-trons-sun-and-klaytns-klay-futures-contracts
4. Yahoo Finance
Yahoo Finance is a media outlet that is part of the US Internet search engine, Yahoo. Yahoo Finance provides global financial quotes, news, and data, and is also known for its pro-blockchain attitude.
Meet MCS on Yahoo Finance: https://finance.yahoo.com/news/mcs-global-cryptocurrency-perpetual-contracts-110000829.html?guccounter=1
5. Visionary Financial
Visionary Financial is a global media founded in 2018. It provides the latest news around the world and is known for providing influential information with a focus on blockchain industry analysis.
Meet MCS on Visionary Financial: https://visionary-finance.com/news/MCS-A-Crypto-Perpetual-Contracts-Trading-Platform-Officially-Launches-Operations/
Finanzen.net is a media channel that provides global financial news, and data such as real-time financial asset prices and cryptocurrency prices to individual traders. It also provides exchange rates and Forex charts.
Meet MCS on Finanzen.net: https://www.finanzen.net/nachricht/aktien/mcs-a-global-cryptocurrency-perpetual-contracts-trading-platform-is-now-officially-launched-as-of-june-15-8976734
7. Digital Journal
Digital Journal is a global digital media network with contributors from all over the world. Global news is reported, and news articles of Digital Journals are posted on various platforms including its website, Facebook, and Twitter.
Meet MCS on Digital Journal: http://www.digitaljournal.com/p4713330
We have looked at the trusted global cryptocurrency media that introduced MCS. The last post and this post clearly show that the MCS Cryptocurrency Derivatives Trading Platform, a new exchange that has only been launched for only 4 months, has already been recognized for its reliability and technology by numerous reputable institutions.
Traders ALWAYS come first on MCS.
MCS Website: https://mycoinstory.com/
MCS Official Twitter (EN): https://twitter.com/mycoinstory_mcs
MCS Official Facebook: https://www.facebook.com/MyCoinStory.official
MCS Telegram Chat (EN): https://t.me/mycoinstory_EN
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