vania-janet/multiturn-rag-retrieval-data huggingface dataset:
Either just keep track of fake buys and sells on a spreadsheet, or use one of the many online services where you can track investments - they don't know or care if they're real or not. Check out www.888options.com. They are an excellent learning resource that isn't trying to sell you anything - their only reason to exist is to promote options education. If you do put on a trade, don't forget that the most frustrating pitfall with buying options is this: You can be basically right, and still lose some or all of what you invest. This happens two ways, so think about them both before you trade: If the stock goes in the direction you think, but not enough to make back your premium, you can still lose. So you need to make sure you know how far down the stock has to be to make back your premium. At expiration, it's simple: You need it to be below the strike price by more than what you paid for the option. With options, timing is everything. If the stock goes down a ton, or even to zero - free gold! - but only after your option expires, you were essentially right, but lose all your money. So, while you don't want to buy an option that's longer than you need, since the premium is higher, if you're not sure if an expiration is long enough out, it isn't - you need the next one. EDIT to address update: (I'm not sure ""not long enough"" was the problem here, but...) If the question is just how to ensure there is a limited, defined amount you can lose (even if you want the possible loss to be much less than you can potentially make, the put strategy described already does that - if the stock you use is at $100, and you buy a put with a 100 strike for $5, you can make up to $95. (This occurs if the stock goes to zero, meaning you could buy it for nothing, and sell it for $100, netting $95 after the $5 you paid). But you can only lose $5. So the put strategy covers you.
There are all sorts of topics in finance that take a lot of time to learn. You have valuation (time value of money, capital asset pricing model, dividend discount model, etc.), financial statement analysis (ratio analysis, free cash flow &amp; discounted cash flow, etc.) , capital structure analysis(Modgliani &amp; Miller theories of capital structure, weighted average cost of capital, more CAPM, the likes), and portfolio management (asset allocation, security selection, integrates financial statement analysis + other fields like derivatives, fixed income, forex, and commodity markets) and all sorts. My opinion of Investopedia is that there is a lot of wheat with the chaff. I think articles/entries are just user-submitted and there are good gems in Investopedia but a lot of it only covers very basic concepts. And you often don't know what you don't know, so you might come out with a weak understanding of something. To begin, you need to understand TVM and why it works. Time value of money is a critical concept of finance that I feel many people don't truly grasp and just understand you need some 'rate' to use for this formula. Also, as a prereq, you should understand basics of accrual accounting (debits &amp; credits) and how the accounting system works. Don't need to know things like asset retirement obligations, or anything fancy, just how accounting works and how things affect certain financial statements. After that, I'd jump into CAPM and cost of capital. Cost of capital is also a very misunderstood concept since schools often just give students the 'cost of capital' for math problems when in reality, it's not just an explicit number but more of a 'general feeling' in the environment. Calculating cost of capital is actually often very tricky (market risk premium) and subjective, sometimes it's not (LIBOR based). After that, you can build up on those basic concepts and start to do things like dividend discount models (basic theory underlying asset pricing models) and capital asset pricing models, which builds on the idea of cost of capital. Then go into valuation.
"I hope I'm misunderstanding your plan... you want to invest in a way that will make SO MUCH that you pay back all of the loan payments with investment gains? Like the answer I gave on the preceding question, and like @littleadv's comment/mhoran's answers... don't do this. No good will come of it. This strategy requires higher returns, but does not necessarily give you a better return. But because you asked the question again, let me specify what you're missing... I do think that learning is a good thing. It boils down to two very significant problems that you haven't addressed: (1) Where are you getting your monthly ""income"" from? (2) Realistic vs. Daydreaming--How big do any gains have to be and does that exist in the real world in a way that you can capture? In a nutshell, if my answer to the last question showed that it's crazy to invest and pay back out of your capital and income... since you're trying to keep your capital and only pay back with monthly gains, this one will require even higher and thus more unrealistic gains. The model you're implying: If that's what you mean with this model, (which I think you do), then here are my two very key questions again: How are you getting your monthly income? Financial investments (i.e. stocks or bonds) will have two components of value. One component of value is the stream of payments, such as a monthly dividend from stocks that pay those, or the interest payment from a bond. The other is the ability to resell a security to another investor, receiving back your capital. So... you either have to find Bonds//Dividend stocks that pay >52% returns tax-free each year, and pay this loan off with the payments. (Or higher returns to cover taxes, but these kinds of investments do not exist for you.) OR you can try to invest in something, pray that it goes up ≥4.323% per month and so that you can sell it, pay back your loan payment with the proceeds, and use the capital to buy your next investment...
"Most articles on investing recommend that investors that are just starting out to invest in index stock or bonds funds.  This is the easiest way to get rolling and limit risk by investing in bonds and stocks, and not either one of the asset classes alone.   When you start to look deeper into investing there are so many options: Small Cap, Large Cap, technical analysis, fundamental analysis, option strategies, and on and on.  This can end up being a full time job or chewing into a lot of personal time.  It is a great challenge to learn various investment strategies frankly for the average person that works full time it is a huge effort.  I would recommend also reading ""The Intelligent Asset Allocator"" to get a wider perspective on how asset allocation can help grow a portfolio and reduce risk.  This book covers a simple process."
"If you are interested in a career in algorithmic trading, I strongly encourage you to formally study math and computer science.  Algorithmic trading firms have no need for employees with financial knowledge; if they did, they'd just be called ""trading"" firms.  Rather, they need experts in machine learning, statistical modeling, and computer science in general. Of course there are other avenues of employment at an algorithmic trading firm, such as accounting, clearing, exchange relations, etc.  If that's the sort of thing you're interested in, again you'll probably want a formal education in those areas as opposed to just reading about finance in the news. If you edit your question or add a comment below with information about your particular background, I could perhaps advise you in a bit more detail. ::edit:: Given your comment, I would say you have a fine academic background for the industry.  When hiring mathematicians, firms care most about the ease with which you can explore and extract features from massive datasets (especially time series) regardless of what the dataset might represent.  An intelligent firm will not care whether you arrive at their doorstep with zero finance knowledge; they will want to teach you everything from scratch anyway. Nonetheless, some domain knowledge could be helpful, but you're not going to get ""more"" of it from reading any mass market news source, whether you have to pay for it or not.  That's because  Some non-mass-market news sources in the industry are  These are subscription-only and actually discuss real information that real professional investors care about.  They are loaded with industry jargon, they're extremely opinionated, and (in my opinion) they're useless.  I can't imagine trying to learn about the industry from them, but if you want to spend money for news in order to be exposed to the innards of the industry, then either of these is far better than the Financial Times.  Despite requiring a subscription, the Financial Times still does not cover the technical details of professional trading. Instead of trying to learn from news, then, I would suggest some old favorites: and, above all else, Read everything in the navigation box on the right side under Financial Markets and Financial Instruments."
The most significant capability that an investor must have is the knowledge on the way to look for the high dividend stocks. Through accumulating good information relating to towards the stocks that you are finding is the better way of getting the perfect and profitable investments. It is really important to learn what makes a particular stock better and superior compared to other.   Traders are essential to start a complete analysis and investigation before getting their money on any business projects. Obviously, investors certainly want to have an investment that could guarantee an effective expense for a very reasonable cost the moment of getting it. The chances of crucial to invest in a market that you might be aware and qualified about. So, creating a comparison and compare in one business to a different is totally essential so as to find the high dividend stock.
"This depends strongly on what you mean by ""stock trading"". It isn't a single game, but a huge number of games grouped under a single name. You can invest in individual stocks. If you're willing to make the (large) effort needed to research the companies and their current position and potentialities, this can yield large returns at high risk, or moderate returns at moderate risk. You need to diversify across multiple stocks, and multiple kinds of stocks (and probably bonds and other investment vehicles as well) to manage that risk. Or you can invest in managed mutual funds, where someone picks and balances the stocks for you. They charge a fee for that service, which has to be subtracted from their stated returns. You need to decide how much you trust them. You will usually need to diversify across multiple funds to get the balance of risk you're looking for, with a few exceptions like Target Date funds. Or you can invest in index funds, which automate the stock-picking process to take a wide view of the market and count on the fact that, over time, the market as a whole moves upward. These may not produce the same returns on paper, but their fees are MUCH lower -- enough so that the actual returns to the investor can be as good as, or better than, managed funds. The same point about diversification remains true, with the same exceptions. Or you can invest in a mixture of these, plus bonds and other investment vehicles, to suit your own level of confidence in your abilities, confidence in the market as a whole, risk tolerance, and so on. Having said all that, there's also a huge difference between ""trading"" and ""investing"", at least as I use the terms. Stock trading on a short-term basis is much closer to pure gambling -- unless you do the work to deeply research the stocks in question so you know their value better than other people do, and you're playing against pros. You know the rule about poker: If you look around the table and don't see the sucker, he's sitting in your seat... well, that's true to some degree in short-term trading too.
Investing is really about learning your own comfort level.  You will make money and lose money. You will make mistakes but you will also learn a great deal. First off, invest in your own financial knowledge, this doesn't require capital at all but a commitment. No one will watch or care for your own money better than yourself. Read books, and follow some companies in a Google Finance virtual portfolio. Track how they're doing over time - you can do this as a virtual portfolio without actually spending or losing money.  Have you ever invested before? What is your knowledge level? Investing long term is about trying to balance risk while reducing losses and trying not to get screwed along the way (by people).  My personal advice: Go to an independent financial planner, go to one that charges you per hour only. Financial planners that don't charge you hourly get paid in commissions. They will be biased to sell you what puts the most money in their pockets. Do not go to the banks investment people, they are employed by the banks who have sales and quota requirements to have you invest and push their own investment vehicles like mutual funds. Take $15k to the financial planner and see what they suggest. Keep the other $5K in something slow and boring and $1k under your mattress in actual cash as an emergency. While you're young, compound interest is the magic that will make that $25k increase hand over fist in time. But you need to have it consistently make money. I'm young too and more risk tolerant because I have time. While I get older I can start to scale back my risk because I'm nearing retirement and preserve instead of try to make returns.
How can I maximize profits? How much money do I need to invest in tax liens? The fact that you are asking this questions means you are not ready for such investments. These are very risk and time consuming investments. Investopedia has a good article on this.
&gt;Also, I don't know if we should actually Invest in the market or just discuss and learn about the finance market in general.  Since you're in highschool I would say that discussing and learning about it is more than enough.  Some other things you can cover are budgeting, compounding interest, retirement accounts and advantages of them, credit scores, and credit in general.  &gt;What are some good ways to attract people to join the club  Advertise it and provide informative handouts that explain what will be discussed and taught.  Maybe get a math teacher involved to help explain certain things.
“I want you to invest 5pct in cash and the rest in 10 different funds about which you know absolutely nothing. I want you to make this investment knowing that even if there were 128 hours in a day and you had a year long vacation, you could not possibly begin to understand all of these products. In fact, I don’t understand them either, but because I know it sounds good and everyone is making the same kind of recommendations, we all can pretend we are smart and going to make a lot of money. Until we don’t"" Standard theory says that you want to invest in low-cost funds (like those provided by Vanguard), and you want to have enough variety to protect against risk. Although I can't give a specific allocation recommendation because I don't know your personal circumstances, you should ideally have some in US Equities, US Fixed Income, International Equities, Commodities, of varying sizes to have adequate diversification ""as defined by theory."" You can either do your own research to establish a distribution, or speak to an investment advisor to get help on what your target allocation should be."
Since you seem to be interested in investing in individual stocks, this answer will address that.  As for the general question of investing, the answer that @johnfx gave is just about as good as it gets. Investing in individual stocks is extremely risky and takes a LOT of work to do right.  On top of the fairly obvious need to research a stock before you buy, there is the matter of keeping up with the stocks to know when you need to sell as well as myriad other facets of investing.  Paid professionals spend all day, every day, doing this and they have a hard time beating an index fund.  Unless you take the time to educate yourself and are willing to continually put in a good bit of effort, I would advise you to stay away from individual stocks and rely on mutual funds.
"It is such a touchy subject for many people, I have to say that simple ""set it and forget it"" kind of investing isn't likely in the near term. Instead, if this is something you believe in, treat it like any other business opportunity and do some detailed research into people operating in the field.  Look into their business plans and visit their operations.  If there is a plan, and idea, a team and the intangible it you might consider doing some direct investing with a local company. Basically become a small business owner, silent partner or investor.  If you believe in it go for it.  If you don't believe in it that much, I think this is a market somebody else needs to develop before we invest."
"A good place to start is to read, such as :  Robert T. Kiyosaki : poor dad rich dad. It is quite simple but it gives the good mindset to start. But moreover it is stated in the book : ""the best investement you can make is educate yourself"". You current situation is quite difficcult, but don't give up on your study. From your post i didn't understand : do you have a master degree?  If you love math, learn coding and find a job in banking or else. People that know how to code AND have a good level in math worth a lot."
"First off, monozok is right, at the end of the day, you should not accept what anyone says to do without your money - take their suggestions as directions to research and decide for yourself.  I also do not think what you have is too little to invest, but that depends on how liquid you need to be.  Often in order to make a small amount of money grow via investments, you have to be willing to take all the investment profits from that principle and reinvest it.  Thus, can you see how your investment ability is governed by the time you plan to spend without that money?  They mantra that I have heard from many people is that the longer you are able to wait, the more 'risk' you can take.  As someone who is about the same age as you (I'm 24) I can't exactly say yet that what I have done is sure fire for the long term, but I suggest you adopt a few principles: 1) Go read ""A Random Walk Down Wall Street"" by Burton G. Malkiel.  A key point for you might be that you can do better than most of these professional investors for hire simply by putting  more money in a well selected index fund.  For example, Vanguard is a nice online service to buy indexes through, but they may require a minimum.  2) Since you are young, if you go into any firm, bank, or ""financial planner,"" they will just think you are naive and try to get you to buy whatever is best for them (one of their mutual funds, money market accounts, annuities, some flashy cd).   Don't.  You can do better on your own and while it might be tempting because these options look more secure or well managed, most of the time you will barely make above inflation, and you will not have learned very much. 3) One exciting thin you should start learning now is about algorithmic trading because it is cool and super efficient. quantopian.com is a good platform for this.  It is a fun community and it is also free. 4) One of the best ways I have found to watch the stock market is actually through a stock game app on my phone that has realtime stock price feed.  Seeking Alpha has a good mobile app interface and it also connects you to news that has to do with the companies you are interested in."
Here's a very good series of classroom lectures by Robert Schiller, one of America's top economists and a prof at Yale:  http://www.youtube.com/user/YaleCourses#g/c/8F7E2591EE283A2E  This should give you some general insight into basic principles of finance and give you a framework to learn more later.
"It includes whatever you want to do with your investment.  At least initially, it's not so much a matter of calculating numbers as of introspective soul-searching.  Identifying your investment objectives means asking yourself, ""Why do I want to invest?""  Then you gradually ask yourself more and more specific questions to narrow down your goals.  (For instance, if your answer is something very general like ""To make money"", then you may start to ask yourself, ""How much money do I want?"", ""What will I want to use that money for?"", ""When will I want to use that money?"", etc.)  Of course, not all objectives are realistic, so identifying objectives can also involve whittling down plans that are too grandiose. One thing that can be helpful is to first identify your financial objectives: that is, money you want to be able to have, and things you want to do with that money.  Investment (in the sense of purchasing investment vehicles likes stocks or bonds) is only one way of achieving financial goals; other ways include working for a paycheck, starting your own business, etc.  Once you identify your financial goals, you have a number of options for how to get that money, and you should consider how well suited each strategy is for each goal. For instance, for a financial goal like paying relatively small short-term expenses (e.g., your electric bill), investing would probably not be the first choice for how to do that, because: a) there may be easier ways to achieve that goal (e.g., ask for a raise, eat out less); and b) the kinds of investment that could achieve that goal may not be the best use of your money (e.g., because they have lower returns)."
"Let's handle this as a ""proof of concept"" (POC); OP wants to buy 1 share of anything just to prove that they can do it before doing the months of painstaking analysis that is required before buying shares as an investment. I will also assume that the risks and costs of ownership and taxes would be included in OP's future analyses. To trade a stock you need a financed broker account and a way to place orders. Open a dealing account, NOT an options or CFD etc. account, with a broker. I chose a broker who I was confident that I could trust, others will tell you to look for brokers based on cost or other metrics. In the end you need to be happy that you can get what you want out of your broker, that is likely to include some modicum of trust since you will be keeping money with them. When you create this account they will ask for your bank account details (plus a few other details to prevent fraud, insider trading, money laundering etc.) and may also ask for a minimum deposit. Either deposit enough to cover the price of your share plus taxes and the broker's commission, plus a little extra to be on the safe side as prices move for every trade, including yours, or the minimum if it is higher. Once you have an account the broker will provide an interface through which to buy the share. This will usually either be a web interface, a phone number, or a fax number. They will also provide you with details of how their orders are structured. The simplest type of order is a ""market order"". This tells the broker that you want to buy your shares at the market price rather than specifying only to buy at a given price. After you have sent that order the broker will buy the share from the market, deduct the price plus tax and her commission from your account and credit your account with your share."
To learn more about the market, read as much as possible. Read articles on Bloomberg, Yahoo Finance, etc. Also, any time you just have the tv in the background, have it on CNBC. It's crazy what all you will pick up on even just in the background. Like someone else said, create a virtual portfolio and actively trade. You can also subscribe to sites like Investopedia and they will send you articles about analysis techniques and stocks/industries to watch.   If you want to learn some basic tools for corporate roles, then learn Excel, Tableau, and how to write SQL.