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    Stock Market - R data wrangling tutorial: calculating volume weighted average stock price

    Stock Market - R data wrangling tutorial: calculating volume weighted average stock price


    R data wrangling tutorial: calculating volume weighted average stock price

    Posted: 04 Mar 2018 04:50 PM PST

    Hey folks, not sure how much demand is out there, but thought I would start a YouTube series teaching programming with a focus on capital markets.

    Here's my first video, where I walk through how to calculate a volume weighted average share price in R using data wrangling techniques.

    https://youtu.be/S0n3o0HwNPU

    Will be doing first series in R. Starting off with the basics like data wrangling, visualization and regression, will then move into more complicated topics like deep learning, application development, trading strategies, equity analysis/valuation, alternative data analysis, econometrics, text analysis, etc... From there, I'll do similar courses in Python, SQL, C++ and then JavaScript.

    Since this is my first time doing something like this, any feedback on pace/content/quality would be appreciated. Hope you enjoy. Let me know if you have any questions or if you get stuck.

    Cheers, Joel

    ps if you're interested in future videos please subscribe to my channel! happy to take requests as well

    submitted by /u/codewithjoel
    [link] [comments]

    What's your growth stock for the future? Nothing over 50 billion market cap, but something that might be in the future.

    Posted: 04 Mar 2018 01:07 PM PST

    US and China dominates the Public market

    Posted: 04 Mar 2018 05:48 AM PST

    What happened to Africa, Europe, Middle East, and Rest of Asia?

    • The Top 15 largest public companies are in US and China

    • Largest public company by revenue is US-based Walmart

    • Largest public company in the media & entertainment industry is US-based Comcast

    • Largest public tech companies 5 are in US and 2 in China: Apple, Alphabet, Amazon, Microsoft, Facebook, Tencent, Alibaba

    • Largest public company in the game industry [part of the bigger media & entertainment industry] by revenue and market cap is Activision Blizzard

    • Largest public holding (conglomerate) companies are in : US- Alphabet, Berkshire Hathaway, Icahn Enterprises, Graham Holdings Co, IAC; China- Wanda Group; India- Tata Group, Reliance Group; France- Vivendi

    • Largest public company in health is based in the US

    • Largest public restaurant, food and beverage companies: Coca-Cola, PepsiCo, KraftHeinz Co., Yum Brands, McDonald's, Procter & Gamble are based in the US; Nestle based in Switzerland

    • Largest public telecommunications companies: AT&T and Verizon are based in the US

    • Largest public health companies are: Johnson & Johnson, Pfizer based in the US

    • Largest public ecommerce companies are: US- Amazon, eBay; China- Alibaba

    • Largest public financial services companies in terms of market cap and revenue are: Mastercard and Visa both based in the US

    [noticed China is out five bullet points now and Europe only have two companies in the whole list]

    Note: I have been part of the stock market crowd for years but this question still baffles me. We are living in an Americanized world [not a bad thing but can be worrying]. However, I also know that Europe have some of big publicly traded companies in terms of revenue and market cap and a African company [South Africa to be specific] Nasper owns 35% of China-based Tencent.

    Published by Quickisode via QS List and Quickisode Summary

    submitted by /u/snack-fu-bling
    [link] [comments]

    BDCI?

    Posted: 04 Mar 2018 03:08 PM PST

    Should I believe the hype or nah?

    submitted by /u/EL-Tommy
    [link] [comments]

    IPO vs. Staying Private: Pros & Cons of Each Model

    Posted: 04 Mar 2018 04:24 AM PST

    If you own a successful private company and you want to grow, you might be thinking about going public. It can be a great way to raise money, increase your company's profile and feel like you've really made it. But it's expensive and time consuming to become and remain publicly traded, and you lose some control of the business. Let's take a closer look at these and other pros and cons of going public vs. staying private.

    IPO Pros The biggest motivation to conduct an initial public offering (IPO) is typically financial.

    "Going public gets you cash – and usually lots of it," says Eric Chen, an associate professor of business administration at the University of Saint Joseph in West Hartford, Conn., where he teaches finance, strategy and law classes. In his previous career in corporate finance and equity research, Chen says he led or participated in taking more than 25 companies public. "Where you might have been cash-constrained before, you're now flush with capital that you're supposed to invest in the company in order to make it grow exponentially," he says.

    In addition, you can also use your company stock as currency. It's worth something because people can buy and sell it on a public exchange. You can use it to acquire other companies to grow faster, to take out competitors or to strengthen your market position through synergy.

    There is also a certain perceived legitimacy in being public, Chen says. "People will know about you. Being public will make it easier for you to do business with others. Securing financing will also be easier," he says, since the money companies raise from going public usually shores up the balance sheet. Potential investors and business partners may feel more comfortable working with you since your company information will be filed with the Securities and Exchange Commission (SEC) and available for all to see.

    In addition to increasing perceptions of your company's legitimacy, "there is just a perceived cool factor about going public, ringing the bell, and trading on the stock market—it's like a rite of passage," says Jeremy S. Office, founder and principal of Maclendon Wealth Management and co-founder and managing partner of venture fund SJO Worldwide, both in in Delray Beach, Fla.

    Staying Private Pros Going public may help you grow your balance sheet, smooth business transactions, make it easier to take over competitors and make you stand up a little straighter, but there are many pros to remaining private. You report to a finite group of investors, Office says, and while your pool of potential investors is smaller, since they have to be accredited, "right now there is a record amount of capital going to early-stage companies."

    Staying private means you can choose exactly who invests in your company, and it's not as if you can't decide to go public later. But as long as you remain private, you don't have to alter your company's focus or strategy to meet Wall Street's expectations, Office says

    Going public is also a huge risk. "What if the IPO is a failure? The IPO flop can end your business," Office says. A benefit of staying private is that you don't subject your company to that risk. If you're in a position where you're so successful that going public is even a consideration, you might actually be better off leaving things as they are.

    "If you're not big enough, don't even think about it," Chen says. "The markets are littered with small companies who really didn't have enough to sustain a public offering." Depending on the industry you're in, this can happen to companies that post several hundred million in annual sales, he says. You need to have a strong following so the company's stock will trade properly. "Many of these situations end up as "penny stocks" and face delisting from the exchange," he says.

    A major benefit of staying private, in other words, is that you limit your downside risk. You can keep doing what you're doing to earn the profits that have made your business as strong as it already is. You don't have to answer to thousands of outside stockholders or risk losing control of your company

    IPO Cons While the prestige and the cash are tempting reasons to go public, the expensive and time-consuming process and requirements for holding an IPO and being publicly traded are significant drawbacks.

    If you own a successful private company and you want to grow, you might be thinking about going public. It can be a great way to raise money, increase your company's profile and feel like you've really made it. But it's expensive and time consuming to become and remain publicly traded, and you lose some control of the business. Let's take a closer look at these and other pros and cons of going public vs. staying private.

    IPO Pros The biggest motivation to conduct an initial public offering (IPO) is typically financial.

    "Going public gets you cash – and usually lots of it," says Eric Chen, an associate professor of business administration at the University of Saint Joseph in West Hartford, Conn., where he teaches finance, strategy and law classes. In his previous career in corporate finance and equity research, Chen says he led or participated in taking more than 25 companies public. "Where you might have been cash-constrained before, you're now flush with capital that you're supposed to invest in the company in order to make it grow exponentially," he says. (See also: IPO Basics: What Is an IPO?)

    In addition, you can also use your company stock as currency. It's worth something because people can buy and sell it on a public exchange. You can use it to acquire other companies to grow faster, to take out competitors or to strengthen your market position through synergy.

    There is also a certain perceived legitimacy in being public, Chen says. "People will know about you. Being public will make it easier for you to do business with others. Securing financing will also be easier," he says, since the money companies raise from going public usually shores up the balance sheet. Potential investors and business partners may feel more comfortable working with you since your company information will be filed with the Securities and Exchange Commission (SEC) and available for all to see.

    In addition to increasing perceptions of your company's legitimacy, "there is just a perceived cool factor about going public, ringing the bell, and trading on the stock market—it's like a rite of passage," says Jeremy S. Office, founder and principal of Maclendon Wealth Management and co-founder and managing partner of venture fund SJO Worldwide, both in in Delray Beach, Fla.

    Staying Private Pros Going public may help you grow your balance sheet, smooth business transactions, make it easier to take over competitors and make you stand up a little straighter, but there are many pros to remaining private. You report to a finite group of investors, Office says, and while your pool of potential investors is smaller, since they have to be accredited, "right now there is a record amount of capital going to early-stage companies." (See also: The Rise of Corporate Venture Capital.)

    Staying private means you can choose exactly who invests in your company, and it's not as if you can't decide to go public later. But as long as you remain private, you don't have to alter your company's focus or strategy to meet Wall Street's expectations, Office says (See also: Keeping Control of Your Business after the IPO).

    Going public is also a huge risk. "What if the IPO is a failure? The IPO flop can end your business," Office says. A benefit of staying private is that you don't subject your company to that risk. If you're in a position where you're so successful that going public is even a consideration, you might actually be better off leaving things as they are. (See also: IPO Flippers And The Companies Who Hate Them.)

    "If you're not big enough, don't even think about it," Chen says. "The markets are littered with small companies who really didn't have enough to sustain a public offering." Depending on the industry you're in, this can happen to companies that post several hundred million in annual sales, he says. You need to have a strong following so the company's stock will trade properly. "Many of these situations end up as "penny stocks" and face delisting from the exchange," he says.

    A major benefit of staying private, in other words, is that you limit your downside risk. You can keep doing what you're doing to earn the profits that have made your business as strong as it already is. You don't have to answer to thousands of outside stockholders or risk losing control of your company

    IPO Cons While the prestige and the cash are tempting reasons to go public, the expensive and time-consuming process and requirements for holding an IPO and being publicly traded are significant drawbacks.

    "Going public, even under the reduced reporting requirements of the JOBS Act, can be an expensive exercise," says Helen Adams, San Diego area managing partner of Haskell & White, one of the largest independently owned accounting, auditing and tax consulting firms in Southern California. "There are specific SEC financial statement filing requirements on a quarterly and annual basis, and many periodic legal reporting requirements, including those for material transactions and for stock trading by senior executives and board members," she says.

    Chen also adds that going public itself is an expensive process. "You have to pay for road shows, and your senior management is going to spend lots of time prepping for the offering instead of focusing on the business."

    In short, you're going to spend more money as a public company than a private one, Chen says. "If you're the size of GE, you can afford the extra costs of being public," he says. But if you're small, you might find that your bottom line gets chewed up by costs you didn't consider carefully.

    Another drawback is that while going public might be a boon to your company's bottom line, it won't necessarily line your own pockets because founders may not be able to sell their shares.

    "Don't expect to get your money out anytime soon," Chen says. "Your shares are going to be subject to lock-up provisions for at least six months."

    The reasons for this are largely based on investor psychology. "Think about a situation where Facebook is going public, and Mark Zuckerberg is selling his own shares into the offering," Chen says. Investors will think, "What does he know that the public doesn't? Is he looking to dump shares on bad news?" This doesn't mean you won't eventually be able to sell your holdings, but it does mean you will likely have to wait.

    Staying Private Cons With a private company, you may not be able to attract top talent through benefits like stock incentives, says Mike Ser, an active trader, trading coach and entrepreneur with more than 16 years of trading experience. He is the co-founder, along with Andy Man, of Ser Man Traders, a training program for professional traders. Another con is that as a private company, you can't use your stock as currency to acquire your competitors or other companies. "If you're a private company, it's more of a challenge as you either have to have cash or borrow debt to acquire companies," he says.

    Staying private also limits liquidity for existing investors. They can't easily sell their stake in the company by going to a public exchange. For a well-known, top-performing, venture-capital backed company, it might not be so hard to find a buyer, but in the case of a lesser-known company, the only potential buyers might be other existing owners. Selling shares in the secondary market is often challenging, especially since prospective buyers have to be accredited investors.

    You may still have investors to answer to as a private company, just not as many as with a public company. The investors you do have might hold a significant stake in your company and be vocal about how they think you should run the business. You might not have as much control as you'd like, even if your company remains private. At the same time, relying on private investors may not allow you to raise the funding you need, and you may not be able to find enough private investors who are interested in your company.

    IPO vs. Staying Private: Pros & Cons of Each Model By Amy Fontinelle | Updated September 1, 2017 — 1:09 PM EDT SHARE

    If you own a successful private company and you want to grow, you might be thinking about going public. It can be a great way to raise money, increase your company's profile and feel like you've really made it. But it's expensive and time consuming to become and remain publicly traded, and you lose some control of the business. Let's take a closer look at these and other pros and cons of going public vs. staying private.

    IPO Pros The biggest motivation to conduct an initial public offering (IPO) is typically financial.

    "Going public gets you cash – and usually lots of it," says Eric Chen, an associate professor of business administration at the University of Saint Joseph in West Hartford, Conn., where he teaches finance, strategy and law classes. In his previous career in corporate finance and equity research, Chen says he led or participated in taking more than 25 companies public. "Where you might have been cash-constrained before, you're now flush with capital that you're supposed to invest in the company in order to make it grow exponentially," he says. (See also: IPO Basics: What Is an IPO?)

    In addition, you can also use your company stock as currency. It's worth something because people can buy and sell it on a public exchange. You can use it to acquire other companies to grow faster, to take out competitors or to strengthen your market position through synergy.

    There is also a certain perceived legitimacy in being public, Chen says. "People will know about you. Being public will make it easier for you to do business with others. Securing financing will also be easier," he says, since the money companies raise from going public usually shores up the balance sheet. Potential investors and business partners may feel more comfortable working with you since your company information will be filed with the Securities and Exchange Commission (SEC) and available for all to see.

    In addition to increasing perceptions of your company's legitimacy, "there is just a perceived cool factor about going public, ringing the bell, and trading on the stock market—it's like a rite of passage," says Jeremy S. Office, founder and principal of Maclendon Wealth Management and co-founder and managing partner of venture fund SJO Worldwide, both in in Delray Beach, Fla.

    Staying Private Pros Going public may help you grow your balance sheet, smooth business transactions, make it easier to take over competitors and make you stand up a little straighter, but there are many pros to remaining private. You report to a finite group of investors, Office says, and while your pool of potential investors is smaller, since they have to be accredited, "right now there is a record amount of capital going to early-stage companies." (See also: The Rise of Corporate Venture Capital.)

    Staying private means you can choose exactly who invests in your company, and it's not as if you can't decide to go public later. But as long as you remain private, you don't have to alter your company's focus or strategy to meet Wall Street's expectations, Office says (See also: Keeping Control of Your Business after the IPO).

    Going public is also a huge risk. "What if the IPO is a failure? The IPO flop can end your business," Office says. A benefit of staying private is that you don't subject your company to that risk. If you're in a position where you're so successful that going public is even a consideration, you might actually be better off leaving things as they are. (See also: IPO Flippers And The Companies Who Hate Them.)

    "If you're not big enough, don't even think about it," Chen says. "The markets are littered with small companies who really didn't have enough to sustain a public offering." Depending on the industry you're in, this can happen to companies that post several hundred million in annual sales, he says. You need to have a strong following so the company's stock will trade properly. "Many of these situations end up as "penny stocks" and face delisting from the exchange," he says.

    A major benefit of staying private, in other words, is that you limit your downside risk. You can keep doing what you're doing to earn the profits that have made your business as strong as it already is. You don't have to answer to thousands of outside stockholders or risk losing control of your company

    IPO Cons While the prestige and the cash are tempting reasons to go public, the expensive and time-consuming process and requirements for holding an IPO and being publicly traded are significant drawbacks.

    "Going public, even under the reduced reporting requirements of the JOBS Act, can be an expensive exercise," says Helen Adams, San Diego area managing partner of Haskell & White, one of the largest independently owned accounting, auditing and tax consulting firms in Southern California. "There are specific SEC financial statement filing requirements on a quarterly and annual basis, and many periodic legal reporting requirements, including those for material transactions and for stock trading by senior executives and board members," she says.

    Chen also adds that going public itself is an expensive process. "You have to pay for road shows, and your senior management is going to spend lots of time prepping for the offering instead of focusing on the business."

    In short, you're going to spend more money as a public company than a private one, Chen says. "If you're the size of GE, you can afford the extra costs of being public," he says. But if you're small, you might find that your bottom line gets chewed up by costs you didn't consider carefully.

    Another drawback is that while going public might be a boon to your company's bottom line, it won't necessarily line your own pockets because founders may not be able to sell their shares.

    "Don't expect to get your money out anytime soon," Chen says. "Your shares are going to be subject to lock-up provisions for at least six months." (See also: What is an IPO lock-up period and how long is it?)

    The reasons for this are largely based on investor psychology. "Think about a situation where Facebook is going public, and Mark Zuckerberg is selling his own shares into the offering," Chen says. Investors will think, "What does he know that the public doesn't? Is he looking to dump shares on bad news?" This doesn't mean you won't eventually be able to sell your holdings, but it does mean you will likely have to wait.

    Staying Private Cons With a private company, you may not be able to attract top talent through benefits like stock incentives, says Mike Ser, an active trader, trading coach and entrepreneur with more than 16 years of trading experience. He is the co-founder, along with Andy Man, of Ser Man Traders, a training program for professional traders. Another con is that as a private company, you can't use your stock as currency to acquire your competitors or other companies. "If you're a private company, it's more of a challenge as you either have to have cash or borrow debt to acquire companies," he says.

    Staying private also limits liquidity for existing investors. They can't easily sell their stake in the company by going to a public exchange. For a well-known, top-performing, venture-capital backed company, it might not be so hard to find a buyer, but in the case of a lesser-known company, the only potential buyers might be other existing owners. Selling shares in the secondary market is often challenging, especially since prospective buyers have to be accredited investors. (See also: How can I sell private company stock?)

    You may still have investors to answer to as a private company, just not as many as with a public company. The investors you do have might hold a significant stake in your company and be vocal about how they think you should run the business. You might not have as much control as you'd like, even if your company remains private. At the same time, relying on private investors may not allow you to raise the funding you need, and you may not be able to find enough private investors who are interested in your company.

    The Bottom Line Going public isn't always the best choice for your business. It will no doubt be fun to brag about it to everyone you know, but it might not be as lucrative as you think, given the costs of the IPO itself and the increased financial reporting requirements. You'll lose some control over the company to shareholders who want a say in the business and to the ongoing need to keep both your company's performance and the public's perception high so the stock price doesn't tank.

    Published by Investopedia

    Link (Source): https://www.investopedia.com/articles/investing/102915/ipo-vs-staying-private-pros-and-cons-each-model.asp

    An Interesting line from privately-held Koch Industries based in the USA (Wikipedia): The company has used its freedom from the pressures of public markets to make long term bets and Charles Koch has stated that the company would go public "over my dead body".

    My opinion: If I have my own business or company I will stay private forever [well I do not live in the US so it different laws everywhere].

    submitted by /u/snack-fu-bling
    [link] [comments]

    My technical analysis of the USD vs the South African Rand shows a potential 50% gain of the dollar in the near future

    Posted: 04 Mar 2018 10:52 AM PST

    https://d3fy651gv2fhd3.cloudfront.net/embed/?s=usdzar&v=201803040000v&forecast=2&d1=20080101&d2=20181231&h=300&w=600

    The Rand looks like it's way overbought vs the dollar based on a 10 year chart of it's moving average. My thesis is that in the next 1-5 years USDZAR will retest 18 again. So we're looking at a potential gain of 50% on this medium term investment. Thoughts?

    submitted by /u/vornash4
    [link] [comments]

    Thoughts on XON - Intrexon Corp -- they'll make apples not go brown in the future

    Posted: 04 Mar 2018 08:18 AM PST

    Maybe the next big thing?

    submitted by /u/explore__
    [link] [comments]

    LazyFA Analysis Contest #3: Let's take a look at Planet Fitness, Inc. (PLNT)!

    Posted: 04 Mar 2018 07:10 AM PST

    Hey everyone!

    I'm back again for the 3rd installment of my free educational series on analyzing stocks using LazyFA!


    This week we're looking at Planet Fitness, Inc., and this ticker will be free for all, with sitewide access until 3/9/2018!

    Here are my thoughts to start things off!


    CONTEST RULES:

    1. Create a free account here

    2. Conduct your own analysis using LazyFA and whatever other tools you want

    3. Post your thoughts in the comments by 8PM ET on Friday, 3/9/2018 along with your LazyFA username

    4. I'll pick the best, most thorough or most interesting analysis and hook the author up with a free month of access to the entire site.

    Let me know if there are any questions.

    Have fun!

    submitted by /u/ghostofgbt
    [link] [comments]

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