On your Mac, double-click on the cell, then click Edit as Formula. US Secretary of State Mike Pompeo said China had "eviscerated Hong Kong’s freedoms". Daily statistics on Northbound and Southbound fund flows through Shanghai and Shenzhen Stock Connect. 蘋果日報網站提供香港蘋果日報、即時新聞、動新聞、要聞港聞、娛樂、兩岸國際、體育、副刊等內容，文字、圖像、影片兼備，為你提供全面而即時的新聞資訊。 Hello and welcome to a Python for Finance tutorial series. In some parts of the city Hong Kongers were seen queuing for a copy as early as 02:30 as vendors reported selling out of the popular tabloid founded by Mr Lai. .css-1hlxxic-PromoLink:link{color:inherit;}.css-1hlxxic-PromoLink:visited{color:#696969;}.css-1hlxxic-PromoLink:link,.css-1hlxxic-PromoLink:visited{-webkit-text-decoration:none;text-decoration:none;}.css-1hlxxic-PromoLink:link:hover,.css-1hlxxic-PromoLink:visited:hover,.css-1hlxxic-PromoLink:link:focus,.css-1hlxxic-PromoLink:visited:focus{color:#B80000;-webkit-text-decoration:underline;text-decoration:underline;}.css-1hlxxic-PromoLink:link::after,.css-1hlxxic-PromoLink:visited::after{content:'';position:absolute;top:0;right:0;bottom:0;left:0;z-index:2;}A rebel mogul and pro-democracy voice, .css-gw44ni-IconContainer{display:inline-block;height:1em;width:1em;vertical-align:-0.125em;margin-right:0.25em;}playHong Kong arrests media tycoon Lai under security law, play'Law spells the death knell for Hong Kong'. If you do not have 64 bit Python, but do have a 64bit operating system, get 64 bit Python, it'll help you a bit later. China imposes sanctions on US senators over Hong Kong, Republicans must 'accept reality', Democrats say. The controversial security law introduced to Hong Kong in June had already prompted some of the city’s highest-profile activists to flee overseas in anticipation of a broader clampdown on the city’s freedoms. Offer good for 3 months after eligible device activation. The .head() is something you can do with Pandas DataFrames, and it will output the first n rows, where n is the optional parameter you pass. If you don't pass a parameter, 5 is the default value. If you enter 0 or omit this item entirely, the cell shows the exchange rate of currency-1 to currency-2, expressed as currency-2. None of the strategies presented here will make you an ultra wealthy person. Tap or click the cell you want to add stock information to. .css-14iz86j-BoldText{font-weight:bold;}The holding company of Hong Kong's Apple Daily newspaper has seen its stock rise fourfold, a day after the arrest of its owner Jimmy Lai. When you edit the STOCK formula, you can use any of these strings or numbers to show different pieces of data: If you want to track the history of a specific stock, use STOCKH. Hong Kong security law: What is it and is it worrying? For example, Apple did one once their stock price exceeded $1000. If you'd like to learn more on Matplotlib, check out the Data Visualization with Matplotlib tutorial series. Find the latest NEXT DIGITAL (0282.HK) stock quote, history, news and other vital information to help you with your stock trading and investing. The attribute you’re tracking has a. "(I bought these) to hand them out to others, I'm afraid a lot of people can`t get their copies," a woman, who only gave her name as Chan, told the BBC while buying 16 copies. The move sparked global condemnation of the escalating crackdown on dissent. "The Hong Kong authorities must uphold the rights and freedoms of its people.". In our case, our index will likely be date. VideoFauci: 'We have got to double down' to fight Covid, VW says 'no forced labour' at Xinjiang plant, Why 2020 is not the same as the 2000 recount. But on the mainland, he has long been labelled a traitor. The latest closing stock price for Apple as of November 06, 2020 is 118.69.. "I’m deeply troubled by reports of the arrest of @JimmyLaiApple under Hong Kong’s draconian National Security Law," tweeted US Secretary of State Mike Pompeo. What you will need for this tutorial series: Intro and Getting Stock Price Data - Python Programming for Finance p.1, Handling Data and Graphing - Python Programming for Finance p.2, Basic stock data Manipulation - Python Programming for Finance p.3, More stock manipulations - Python Programming for Finance p.4, Automating getting the S&P 500 list - Python Programming for Finance p.5, Getting all company pricing data in the S&P 500 - Python Programming for Finance p.6, Combining all S&P 500 company prices into one DataFrame - Python Programming for Finance p.7, Creating massive S&P 500 company correlation table for Relationships - Python Programming for Finance p.8, Preprocessing data to prepare for Machine Learning with stock data - Python Programming for Finance p.9, Creating targets for machine learning labels - Python Programming for Finance p.10 and 11, Machine learning against S&P 500 company prices - Python Programming for Finance p.12, Testing trading strategies with Quantopian Introduction - Python Programming for Finance p.13, Placing a trade order with Quantopian - Python Programming for Finance p.14, Scheduling a function on Quantopian - Python Programming for Finance p.15, Quantopian Research Introduction - Python Programming for Finance p.16, Quantopian Pipeline - Python Programming for Finance p.17, Alphalens on Quantopian - Python Programming for Finance p.18, Back testing our Alpha Factor on Quantopian - Python Programming for Finance p.19, Analyzing Quantopian strategy back test results with Pyfolio - Python Programming for Finance p.20, Strategizing - Python Programming for Finance p.21, Finding more Alpha Factors - Python Programming for Finance p.22, Combining Alpha Factors - Python Programming for Finance p.23, Portfolio Optimization - Python Programming for Finance p.24, Zipline Local Installation for backtesting - Python Programming for Finance p.25, Zipline backtest visualization - Python Programming for Finance p.26, Custom Data with Zipline Local - Python Programming for Finance p.27, Custom Markets Trading Calendar with Zipline (Bitcoin/cryptocurrency example) - Python Programming for Finance p.28. Companies can do a stock split where they say every share is now 2 shares, and the price is half. The pro-democracy tycoon was among 10 people detained on charges including colluding with foreign forces. see the pip install tutorial. It's just a table of rows and columns, you have an index, and column names. Finally, the knowledge about how to manipulate and analyze financial data, as well as how to backtest trading stategies, has *saved* me a ton of money. When you add the formula, you must define these attributes: You can use the CURRENCY formula to pull data about currency exchange rates from the Internet and use them in your spreadsheet. If you want to see updated information as of the previous day's close or change the attribute you're tracking, double-tap or double-click on the cell. One subscription per Family Sharing group. Let's see what we have here: Now, let's simplify this dataframe slightly: Now, this is a python object that is rows and columns, like a spreadsheet. Hong Kong stocks generally fell while Next Digital’s price was rising. “name” (1): The full name of the stock or company. US election 2020: Does this compare to 2000 Florida recount? Looks great to me! The index should be something that relates to all of the columns. From here, we'll manipulate the data and attempt to come up with some sort of system for investing in companies, apply some machine learning, even some deep learning, and then learn how to back-test a strategy. MPs and peers search for gift fit for the Queen, First look behind the scenes of I'm A Celeb castle, 'My new job is a godsend - I was giving up hope', No 10 exit much more than a random resignation. In finance, it's of the utmost importance that your graphs are pretty, even if you're losing money. Click outside the dialog. To begin, I am using Python 3.5, but you should be able to get by with later versions. To begin, we're going to make the following imports: Datetime will easily allow us to work with dates, matplotlib to graph things, pandas to manipulate data, and the pandas_datareader is the newest pandas io library at the time of my writing this. Data provided by Edgar Online. Apple TV+ is HK$38/month after free trial. President Trump is yet to concede the election, along with many others in the Republican party. © 2020 BBC. Investor Relations > Stock Price . Hours after his arrest, prominent youth activist Agnes Chow and Wilson Li, a freelance journalist, were also arrested under the same law. Both Yahoo and Google have stopped their APIs, so we'll use morningstar this time: If you're not currently familiar with what a DataFrame object is, you can check out the tutorial on Pandas, or just be content to think of it like a spreadsheet, or a database table that's in your memory/RAM. He was released on bail early on Wednesday local time and greeted by a crowd of cheering supporters. If Stock Quote is dimmed, the Internet might be unavailable. The paper, which offers a rare, unvarnished take on Hong Kong and China's leadership, said more than 500,000 copies were printed, five times the usual number. On your iPhone, iPad, or iPod touch, tap on the cell, tap. When you add the formula, you must define these attributes: Copyright © 2020 Apple Inc. All rights reserved. Now, we can make a dataframe from this data: Note: This has changed since the video was filmed. ... number of listed companies and more in the Hong Kong, Shanghai and Shenzhen markets. High - over the course of the trading day, what was the highest value for that day? China's new law: Why is Hong Kong worried? If you want to search for a specific stock, enter the company name or stock symbol. To begin, let's cover how we might go about dealing with stock data using pandas, matplotlib and Python. Plan automatically renews until cancelled. Read about our approach to external linking. Since in most cases, people cannot buy fractions of shares, a stock price of $1,000 is fairly limiting to investors. Check your network connection. Daily statistics on Northbound and Southbound fund flows through Shanghai and Shenzhen Stock Connect. Shop and Learn. On Tuesday, the newspaper's front page showed an image of Mr Lai in handcuffs with the headline: "Apple Daily must fight on.". I do not do active algorithmic trading with programming at the time of my writing this, but I have, and I have actually made a profit, but it's a lot more work than you might think to algorithmically trade.