vania-janet/multiturn-rag-retrieval-data huggingface dataset:
Brokerage firms are required to report the number of shares being shorted.  This information is reported to the exchange (NYSE of NASDAQ) and is made public.  Most financial sites indicate the number of shares being shorted for a particular stock.  The image below from Yahoo finance shows 3.29 million shares of CMG were being shorted at the close of 9-28-2012.  This is over 12% of the total outstanding shares of CMG.  For naked short selling additional information is tracked.  If the brokerage is unable to borrow shares to deliver before the settlement date of a short sale then the transaction is recorded as fails-to-deliver.  No money or shares are exchanged since the brokerage is unable to deliver the shares that were agreed upon.  A large amount of fails-to-deliver transactions for a stock usually indicates an excessive amount of naked shorting.  When investors and brokerage firms start to aggressively short a stock they will do so without having borrowed the shares to sell.  This will result in a large amount of naked short selling.  When there are a large number of naked short sellers not all the sellers will be able to borrow the necessary shares before the settlement date and many fails-to-deliver transactions will be recorded. The SEC records the number of fails-to-deliver transactions. The table below summarizes the fails-to-deliver transactions from 1-1-2012 through 9-14-2012 (data obtained from here). The “Ext Amount” column shows the total dollar value of the transactions that failed ( i.e. Fail Qty * Share price ).  The “Volume” column is the total number of shares traded in the same time period.  The “% Volume” shows the percentage of shares that failed to deliver as a percentage of the total market volume. The table orders the data in descending order by the quantity of shares that were not delivered.  Most of the companies at the top of the list no longer exist.  For many of these companies, the quantity of shares that failed to deliver where many multiples of the number of shares traded during the same time period.  This indicates massive naked short selling as many brokerages where unable to find shares to borrow before the settlement date. More information here.
"In addition to the information in the other answer, I would suggest looking at an economic calendar. These provide the dates and values of many economic announcements, e.g. existing home sales, durable orders, consumer confidence, etc. Yahoo, Bloomberg, and the Wall Street Journal all provide such calendars. Yahoo provides links to the raw data where available; Bloomberg and the WSJ provide links to their article where appropriate. You could also look at a global economic calendar; both xe.com and livecharts.co.uk provide these. If you're only interested in the US, the Yahoo, Bloomberg, and WSJ calendars may provide a higher signal-to-noise ratio, but foreign announcements also affect US markets, so it's important to get as much perspective as possible. I like the global economic calendars I linked to above because they rate announcements on ""priority"", which is a quick way to learn which announcements have the greatest effect. Economic calendars are especially important in the context of an interview because you may be asked a follow-up question. For example, the US markets jumped in early trading today (5/28/2013) because the consumer confidence numbers exceeded forecasts (from the WSJ calendar, 76.2 vs 2.3).  As SRKX stated, it's important to know more than the numbers; being able to analyze the numbers in the context of the wider market and being aware of the fundamentals driving them is what's most important. An economic calendar is a good way to see this information quickly and succinctly.  (I'm paraphrasing part of my answer to another question, so you may or may not find some of that information helpful as well; I'm certainly not suggesting you look at the website of every central bank in the morning. That's what an economic calendar is for!)"
Good day! Did a little research by using oldest public company (Dutch East India Company, VOC, traded in Amsterdam Stock Exchange) as search criteria and found this lovely graph from http://www.businessinsider.com/rise-and-fall-of-united-east-india-2013-11?IR=T :  Why it is relevant? Below the image I found the source of data - Global Financial Data. I guess the answer to your question would be to go there: https://www.globalfinancialdata.com/index.html  Hope this helps and good luck in your search!
www.sedar.com is the official site that provides access to most public securities documents and information filed by public companies and investment funds with the Canadian Securities Administrators (CSA) in the SEDAR filing system. Now, I'm guessing - I think the doc is MDA - Management’s Discussion and Analysis of Financial Condition and Results of Operations. At least this is what appears listed for many companies.
"Such data is typically only available from paid sources due to the amount of research involved in determining the identity of delisted securities, surviving entities in merger scenarios, company name changes, symbol changes, listing venue changes, research of all capital events such as splits, and to ensure that the data coverage is complete. Many stocks that are delisted from a major exchange due to financial difficulties are still publicly tradeable companies with their continuing to trade as ""OTC"" shares.  Some large companies even have periods where they traded for a period of their history as OTC.  This happened to NYSE:NAV (Navistar) from Feb 2007 to July 2008, where they were delisted due to accounting statement inaccuracies and auditor difficulties.   In the case of Macromedia, it was listed on NASDAQ 13 Dec 1993 and had its final day of trading on 2 Dec 2005.  It had one stock split (2:1) with ex-date of 16 Oct 1995 and no dividends were ever paid. Other companies are harder to find.  For example, the bankrupt General Motors (was NYSE:GM) became Motoros Liquidation Corp (OTC:MTLQQ) and traded that way for almost 21 months before finally delisting. In mergers, there are in two (or more) entities - one surviving entity and one (or more) delisted entity.  In demergers/spinoffs there are two (or more)  entities - one that continues the capital structure of the original company and the other newly formed spun-off entity.  Just using the names of the companies is no indication of its history. For example, due to monopoly considerations, AT&T were forced to spinoff multiple companies in 1984 and effectively became 75% smaller.  One of the companies they spunoff was Southwestern Bell Corporation, which became SBC Communications in 1995.  In 2005 SBC took over its former parent company and immediately changed its name to AT&T.  So now we have two AT&Ts - one that was delisted in 2005 and another that exists to this day. Disclosure: I am a co-owner of Norgate Data (Premium Data), a data vendor in this area."
"I finally found it! Johnson Controls International PLC FORM 8-K/A (Amended Current report filing) Filed 10/03/16 for the Period Ending 09/02/16 from http://investors.johnsoncontrols.com/financial-information/johnson-sec-filings, says on page II-6: (my emphasis for the relevant paragraph) On September 2, 2016, Johnson Controls and Tyco completed their combination pursuant to the Agreement and Plan of Merger (the “Merger Agreement”), dated as of January 24, 2016, as amended by Amendment No. 1, dated as of July 1, 2016, by and among Johnson Controls, Tyco and certain other parties named therein, including Jagara Merger Sub LLC, an indirect wholly owned subsidiary of Tyco (“Merger Sub”). Pursuant to the terms of the Merger Agreement, on September 2, 2016, Merger Sub merged with and into Johnson Controls with Johnson Controls being the surviving corporation in the merger and a wholly owned, indirect subsidiary of Tyco (the “merger”). Following the merger, Tyco changed its name to “Johnson Controls International plc.” Immediately prior to the merger and in connection therewith, Tyco shareholders received 0.955 ordinary shares of Tyco (which shares are now referred to as “combined company ordinary shares”) for each Tyco ordinary share they held by virtue of a 0.955-for-one share consolidation. In the merger, each outstanding share of common stock, par value $1.00 per share, of Johnson Controls (“Johnson Controls common stock”) (other than shares held by Johnson Controls, Tyco and certain of their subsidiaries) was converted into the right to receive either the cash consideration or the share consideration (each as described below), at the election of the holder, subject to proration procedures described in the Merger Agreement and applicable withholding taxes. The election to receive the cash consideration was undersubscribed. As a result, holders of shares of Johnson Controls common stock that elected to receive the share consideration and holders of shares of Johnson Controls common stock that made no election (or failed to properly make an election) became entitled to receive, for each such share of Johnson Controls common stock, $5.7293 in cash, without interest, and 0.8357 combined company ordinary shares, subject to applicable withholding taxes.
On closer look, it appears that Google Finance relies on the last released 10-k statement (filing date 10/30/2013), but outstanding shares as of last 10-Q statement. Using these forms, you get ($37,037M / 5.989B ) = $6.18 EPS. I think this is good to note, as you can manually calculate a more up to date EPS value than what the majority of investors out there are relying on.
The big websites, Yahoo and the like, only give the 10 biggest positions of any fund. Download the annual report of the fund, go to page 18, you will find the positions on the 31st of December.  However the actual positions could be different. The same applies to all funds. You need the annual report.
"The full holdings will be listed in the annual report of the fund, obviously the holdings would only be completely accurate as of the date of the reporting. This is the most recent annual report for FMAGX.  I got it from my Schwab research section under ""All Fund Documents"" but I'm sure you can find it other ways.  When I use google to search for ""fmagx annual report"" this link was the first result."
I think it depends where you live in the world, but I guess the most common would be: Major Equity Indices I would say major currency exchange rate: And have a look at the Libors for USD and EUR. I guess the intent of the question is more to see how implicated you are in the daily market analysis, not really to see if you managed to learn everything by heart in the morning.
"Not saying the trading activity in FACE is related or unrelated.. But where do you see a 10Q released on 3/31?  First of all, 3/31 is the last day of Q1. It is virtually impossible to have an entire 10Q prepared the same day that the quarter ends. Most 10Q/Ks are released approximately 6 weeks after the close of the quarter.  In addition, look at EDGAR:  http://www.sec.gov/cgi-bin/browse-edgar?company=&amp;match=&amp;CIK=face&amp;filenum=&amp;State=&amp;Country=&amp;SIC=&amp;owner=exclude&amp;Find=Find+Companies&amp;action=getcompany  The Q1 10Q wasn't released until May 4.  On a side note - I was on a roadshow for an unrelated IPO a couple weeks back and the FB IPO consistently came up with brokers. Probably 80% said that their number 1 question from clients was ""How can I get a part of the facebook IPO."""
I know there are a lot of papers on bubbles already, but I was always interested in how many were retail/individually driven vs institutionally driven bubbles - at least who plays a larger role.  The American pension crisis is also another interesting topic that may be fun to write about. With everyone calling doomsday on them, maybe you can shed some light on some (if any) of the bs or touch on what options they may actually have to survive.   Topics on investor behaviour is always a safe bet - potential returns lost due to home bias, investment behaviour of millennials, bla bla bla.   The dangers of the rise of passive investments (ETFs) if any &amp; if it actually generates more room to capture alpha since there may be greater inefficiencies.  Also the impact of a stock's return relative to the amount of ETFs it is a constituent of  So many things - pls advise what you end up deciding to choose and post the paper when the time comes!
I recommend using Morning Brew. They email you a free daily newsletter with the top financial news stories and earnings events. I have subscribed to the Wall Street Journal and Financial Times before. Morning Brew basically covers all of the headlines you would see on those sites.
"Just as a matter of research, apparently there is a way to find high option volumes such as a site here: https://www.barchart.com/options/volume-leaders/stocks However, that information is going to be heavily skewed by ""underlying security that moved a lot more than expected and probably got a lot of positions filled incidentally today"", but I think it is a good place to start building up a list of securities with a lot of option interest. There is also a tab there for ETFs. This will not tell you exactly that a particular stock always has high option volume, but most of the ones that show up there repeatedly and across multiple strike prices will meet your criteria."
There is no way to know anything about who has shorted stuff or how concentrated the positions are in a few investors.  Short positions are not even reported in 13(F) institutional filings. I'll take the bonus points, though, and point you to the US Equity Short Interest data source at quandl.
There is most likely an error in the WSJ's data.  Yahoo! Finance reports the P/E on the Russell 2000 to be 15 as of 8/31/11 and S&P 500 P/E to be 13 (about the same as WSJ). Good catch, though!  E-mail WSJ, perhaps they will be grateful.
Well, kind of XD. I usually just look through Business Week for the ADRs that are on the OTC market. I don't do anything major, but why I love them is that they have a greater reach than just ADRs on the NYSE or NASDAQ. Like for instance, if I wanted to own Thai or European stocks, many of the larger, more reputable firms are listed on the OTC market. Having said that, most other sites don't have earnings reports laid out for you. Business Week does. The only fancy thing I am interested in are options and options on futures, and Bar Chart is good for the latter.
"http://www.darkreading.com/attacks-breaches/the-7-most-significant-government-data-breaches/d/d-id/1327468  ""What makes the government breaches more significant though is the kind of information involved. In a majority of cases, government breaches involved personally identifying data, such as names, Social Security numbers, and birthdates, the loss of which have substantially greater consequences for victims than breaches involving loss of credit card data or email account information. In a few cases, the breaches involved loss of top secret and highly confidential data of national security value."""
But it's the fact the company calls it a material concern, and hasn't disclosed material information to investors that puts this into a potential SEC issue.  So yes, author hangs a lot on that line, but that line is what makes it most interesting to investors.
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What the fuck are you talking about? They amended their S-1 filing with the SEC. The revenue outlook was a matter of public record. It's not their fault that no one actually reads the filings. The purpose of the filings is to make such information public. It's the fault of stupid investors and incompetent analysts and journalists for not reading the fucking disclosure documents. Do you really expect them to go out of their way to announce negative data? Because that's crazy. They will do the bare minimum required by law. Smart people that read the disclosure documents then discuss this info. Dumb money just buys the hype. This was not a disclosure failure. All the info was there to be used.
On most proxy statements (all I have ever received) you have the ability to abstain from voting.  Just go down the list and check Abstain then return the form.  You will effectively be forfeiting your right to vote. EDIT: According to this, after January 1, 2010 abstaining and trashing the voting materials are the same thing.  Prior to January 1, 2010 your broker could vote however they wanted on your behalf if you chose not to vote yourself.  The one caveat is this seems to only apply to the NYSE (unless I am reading it wrong).  So not sure about stocks listed on the NASDAQ.
Yahoo Finance's Historical Prices section allows you to look up  daily historical quotes for any given stock symbol, you don't have to hit a library for this information. Your can choose a desired time frame for your query, and the dataset will include High/Low/Close/Volume numbers. You can then download a CSV version of this report and perform additional analysis in a spreadsheet of your choice. Below is Twitter report from IPO through yesterday: http://finance.yahoo.com/q/hp?s=TWTR&a=10&b=7&c=2013&d=08&e=23&f=2014&g=d
It may have some value!  Investopedia has a well-written quick article on how stock holders may still get some portion of the liquidated assets.  While there is generally little left for common shareholders if the price of those shares is tiny and some money does come back to shareholders there can still be significant profit to be made. As to why the trading volume is so high... there are many firms and hedge funds that specialize in calculating the value of and buying distressed debt and stock.  They often compete with each other to by the stock/debt that common shareholders are trying to get rid of.  In this particular case, there is a lot of popular interest, intellectual property at stake and pending lawsuits that probably boosts volume.
You're interpreting things correctly, at least at a high level. Those numbers come from the 10Q filing and investor summary from Microsoft, but are provided to NASDAQ by Zacks Investment Research, as noted on the main page you linked to.  That's a big investment data firm.   I'm not sure why they reported non-GAAP Microsoft numbers and not, say, AAPL numbers; it's possible they felt the non-GAAP numbers reflect things better (or have in the past) for some material reason, or it's possible they made a typo, though the last three quarters at least all used non-GAAP numbers for MSFT.  MSFT indicates that the difference in GAAP and non-GAAP revenue is primarily deferred revenue (from Windows and Halo). I did confirm that the SEC filing for MSFT does include the GAAP number, not the non-GAAP number (as you'd expect). I will also note that it looks like the 10Q is not the only source of information.  Look at ORCL for example: they had in the March 2016 report (period ending 2/29/16) revenues of .50/share GAAP / .64/share non-GAAP.  But the NASDAQ page indicates .59/share for that quarter. My suspicion is that the investment data firm (Zack's) does additional work and includes certain numbers they feel belong in the revenue stream but are not in the GAAP numbers.  Perhaps MS (and Oracle) have more of those - such as deferred software revenues (AAPL has relatively little of that, as most of their profit is hardware).
Here are the lists for the tax forms that Deluxe and Premier include. I think you'll be fine with Deluxe because it sounds like all you need is the Schedule D/8949 forms. Deluxe actually includes most investment related forms.
"when the index is altered to include new players/exclude old ones, the fund also adjusts The largest and (I would say) most important index funds are whole-market funds, like ""all-world-ex-US"", or VT ""Total World Stock"", or ""All Japan"".  (And similarly for bonds, REITS, etc.)  So companies don't leave or enter these indexes very often, and when they do (by an initial offering or bankruptcy) it is often at a pretty small value. Some older indices like the DJIA are a bit more arbitrary but these are generally not things that index funds would try to match. More narrow sector or country indices can have more of this effect, and I believe some investors have made a living from index arbitrage.  However well run index funds don't need to just blindly play along with this. You need to remember that an index fund doesn't need to hold precisely every company in the index, they just need to sample such that they will perform very similarly to the index.  The 500th-largest company in the S&P 500 is not likely to have all that much of an effect on the overall performance of the index, and it's likely to be fairly correlated to other companies in similar sectors, which are also covered by the index.  So if there is a bit of churn around the bottom of the index, it doesn't necessarily mean the fund needs to be buying and selling on each transition.  If I recall correctly it's been shown that holding about 250 stocks gives you a very good match with the entire US stock market."
You need a source of delisted historical data.  Such data is typically only available from paid sources. According to my records 20 Feb 2006 was not a trading day - it was Preisdent's Day and the US exchanges were closed. The prior trading date to this was 17 Feb 2006 where the stock had the following data: Open: 14.40 High 14.46 Low 14.16 Close 14.32 Volume 1339800 (consolidated volume) Source: Symbol NVE-201312 within Premium Data US delisted stocks historical data set available from http://www.premiumdata.net/products/premiumdata/ushistorical.php Disclosure: I am a co-owner of Norgate / Premium Data.
Information is useless in this case.  IR is useful when you are trying to replicate the risk exposures of an index and beat it. I.E.If I am a tech fund, I would compare myself to the tech S&amp;P.  IR is useless in this case as it is just the ratio of excess returns over the benchmark to vol.  From a trading sense he needs a rate of wins to losses, so a sharpe like construct of R/SemiDeviation. Essentially his avg return divided by negative volatility.  Going further on that is omega which introduces a threshold as in trading you care more about the equity curve so MAXDD is probably more relevant.
I get a subscription to WSJ through work and I use it everyday.  What is the price of the subscription though?  I find it useful and Barrons has a lot regarding business and the stock market.  A lot of professionals have subscriptions to the WSJ.  I prefer the WSJ over other services and I really like the market data they provide.
This study introduces XBRL-enhanced digit analysis as a possible new approach to identify firm-year observations suspect of having manipulated earnings. Based on all available XBRL 10-K filings submitted to the SEC between 2009 and 2012, we find that firms likely to have managed earnings exhibit a higher amount of abnormal digit frequencies compared to other firm-years. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2297355
Honestly, I think what matters a lot more to investors is that there isn't a bifurcated congress &amp; white house. They care a lot more about being able to actually get behind one plan (i.e. not going off the fiscal cliff) than who actually wins.  The president has surprisingly less power than people think when it comes to managing the economy.   Think about this in today's environment, who has more control over the stock market: Obama or Bernanke? That should be nothing short of a toss-up.
"Is NASDAQ's CTO the same guy that put the login credentials needed to completely WIPE the production facility of a company in the ""new workers manual""? (something that was rather popular on reddit recently).  I really hope the SEC looks into this..."