Questions tagged [market-data]

Market-data includes all questions relative to data acquisition for the different financial products. It can also include questions about how market data are computed.

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3
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3answers
10k views

How reliable is data from CSI Market?

I am finishing up a reference guide for my graduate students on key financial ratios. Would like to include S&P 500 current metrics in my guide. But need to know how reliable is this company CSI ...
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1answer
678 views

pandas pull 500 stocks through data reader

Is it possible to pull 500 stocks from yahoo finance through the pandas data reader at once? I need to grab large chunks of adj close prices for different tickers. I can pull like 10-20 at a time and ...
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1answer
3k views

Is NASDAQ file “nasdaqtraded.txt” a list of all common stocks traded on NYSE, NASDAQ and AMEX?

A prior post had stated how to get a list of all common stocks traded on NYSE, NASDAQ and AMEX - via NASDAQ site at ftp.nasdaqtrader.com in ...
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1answer
33 views

Where can I find statistical data about legal lawsuits against commercial and investment banks?

I am searching international statistical data about legal lawsuits against banks over allegations on on money laundering, tax fraud, suspicious transaction, financial markets prices manipulation, ...
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0answers
43 views

How can we track historical valuations of factor portfolios in emerging markets (in terms of P/B or P/E e.g.)?

We can analyze factor investment approaches (momentum, low vol, quality, dividend, ...) for example by looking at the corresponding MSCI indices. Doing so we can read of today's valuations (P/E, ...
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2answers
631 views

Interpreting description of a particular (momentum-based) data processing technique

I'm attempting to prepare data in the same manner as section 2 of this paper. I'm finding it a bit of a struggle. Could someone check (/improve upon) my interpretation regarding the 2 sections I have ...
1
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1answer
547 views

Which data to use with the Fama French 5 factors model & q factor model

I'm working on my thesis in asset pricing, particularly on 'Fama French 5 factors model & q factor model'. May I know why I have to work with the FBRIT and DEADUK securities list for the UK market ...
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2answers
135 views

Obtain prices for list of stocks

I have a spreadsheet with a large number of ticker symbols. Is there any site that can get the current or past (either works) price for each of these stocks in one fell swoop? Paste in the list of ...
0
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1answer
249 views

Is there a website with text-only (quick downloads) of stock data (symbol, price, etc.)? [duplicate]

Is there a website that provides a .csv file of every U.S. stock or a text-only web page of U.S. stocks (e.g., symbol, last trading price, price-to-earnings ratio etc.)? If there is no free one, what ...
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2answers
1k views

How to organize historical data including delisted

Working with delisted or bought-out companies poses some difficulties in how to organize price data for backtesting. I've been backtesting some investment algorithms on free data from Yahoo! where I ...
2
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1answer
69 views

Free Data Sets for VaR calculations

I am trying to do some work on VaR and Expected Shortfall with the help of Generalized Pareto Distributions. Can someone please guide me to some dataset of financial data, preferably something like a ...
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2answers
275 views

How do I get a list of all ETFs / REITs?

I am currently doing a research which will need ETF and REITs' historical data back in early 2000s. The problem is I do not know what symbols existed back in then, unlike indices like S&P and DOW,...
0
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1answer
89 views

Julia: Passing arguments to quandl function through the map() function

I am new to julia, and I am trying to use "map()" to apply the function "quandl" on an array of (n x 1) stock tickers. (http://quandljl.readthedocs.io/en/latest/get_data.html) However, I wish to pass ...
2
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1answer
855 views

FX volatility quotation

I am attempting to calibrate my SV(heston) model to market data. My intention is to minimize the difference between market IVs and my model's IVs. I use Bloomberg to get the data, however fx options ...
0
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2answers
125 views

Model which fully incorporate OHLC data (higl ald low also)

OHLC data are one of the most popular kind of data available. Are there models which could incorporate all the information provided by OHLC - regular 1-minute frequency data for example ? Usually only ...
1
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2answers
317 views

What is the definition of a 10-day low? [closed]

Or for that matter a [n]-day low? (As it relates to market data/trading). When does a [n]-day low get disrupted and you have to begin tallying again?
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1answer
2k views

Where to source security ID data (ISIN, CUSIP)?

I am lookign for a list of ISINs or CUSIP for all equity securities traded on the NASDAQ and NYSE. while not quantitative, this question is directly related to the data collection process of many ...
1
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1answer
606 views

How FOK or IOC order types are executed

Ok, I know what's the difference are between them but still have some question. Let's say that the exchange's limit order book looks like this: (order depth of LOB) Now, let's say I send a buy FOK ...
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0answers
748 views

Netfonds.no: Continuing to understand how to get high frequency data [closed]

I first found out about netfonds about a year ago but I hadn't ever really gotten around to actually pulling data from there. I spent a little time today figuring out a way to pull data and here is ...
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2answers
468 views

How do I get a good mid-price?

I 'm trying to get a mid price for forex data. This answer by alex suggests that I shouldn't simply take ask minus bid. I am not a high frequency trader or market maker. My purpose for the fx mid ...
0
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2answers
106 views

Do yield curves only show market expectations, or is there more to them?

I am hoping to understand 'Brexit' impact on UK yield curves. Specifically, government liability yield curves (so yields based on UK government bonds - Gilts): The Background On 24th of June - the ...
3
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1answer
276 views

What is the benefit of having proximity to the Bloomberg datacenter?

I own and operate a datacenter adjacent to Bloombergs Datacenter in Orangeburg NY. We have had a couple of trading firms come to us due to our proximity to Bloomberg to receive "data" from them ...
1
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1answer
246 views

Which API can I use to get financial data minute- or 5m-wise?

I've browsed a lot of financial APIs lately but most of them only show the daily closing prices. Is there any (JSON) API which offers minutely financial data?
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4answers
281 views

Correlation of Asynchronous Brownian Motion

I am trying to use the closing prices of the S&P 500 and the Nikkei Index to see how they are correlated (assuming they are exactly 12 hours apart). In order to test my method, I have generated ...
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1answer
107 views

Financial statement and stock market data [duplicate]

How is it possible to have access to Datastream, Bloomberg, Wrds database? Is there another free database with long historical data? In fact, I need long time series data belonging to NYSE and NASADAQ ...
2
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3answers
2k views

accuracy of Yahoo Finance stock data (Python module)

I am using the yahoo finance python module: https://pypi.python.org/pypi/yahoo-finance I am using it for a project and would like to see if anybody else uses data from this source and can vouch for ...
1
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1answer
294 views

Why NYSE is not included in TAQ data for NASDAQ listed companies?

I am using TAQ data to see from which exchanges bids (or asks) are coming. I have got this for AAPL (Apple company, listed in NASDAQ) for a sample day: ...
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3answers
1k views

Where can I find CMS swap trading prices?

I am writing a paper about CMS swap. To do so, I'd like to compare different theoretical pricing methods of these instruments to the "real prices" i.e. prices used in the marketplace. But I don't ...
6
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3answers
2k views

Real-time Tick Data API for the Italian Stock Market

I am looking for a service that is able to provide real-time tick data (time&sales) for the contracts traded in the Italian Stock Market (Borsa Italiana). The service should provide data through ...
1
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0answers
75 views

How can I discover dark pool orders in an order book?

I'm learning order flow. I would like to differentiate between aggregated dark pool volume and aggregated algo trading volume. Is there a way to tell orders coming from a dark pool from algo orders?
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2answers
234 views

Calculating floating P&L of a FIX-order [closed]

How to fetch floating p/l(current) of a "filled" FIX-Order (either buy/sell)?(by its FIX-ID/order ID) I asked my FIX provider(Integral) & they said, there's no specific tag for that/not a ...
3
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2answers
91 views

What is the name of all 1-day movements, 2-day movements etc

When looking at historical data (index or stock), one can find all 1-day differences/movements, all 2-day, all 3-day etc and graph the extremes of each of these. This gives two line graphs forming a ...
1
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1answer
826 views

Getting quote stream via fix-api 4.3

I'm new to FIX api,so far i did following (on QUICKFIX) logged on to quote-session subscribed to market data sent "single-message" quote-request for an instrument (EUR/USD for example) ...
2
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2answers
1k views

what data sources are useful for obtaining financial statement data of listed companies NYSE and NASDAQ?

Exactly, I need balance sheet, income statement, cash flow statement, stock market, bankruptcy situation, fraud situation and corporate governance data of companies in USA. Thanks beforehand,
3
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3answers
1k views

Candlesticks: timestamp on open versus close

It seems there is not a universal rule on how should the timestamps of candlestick data be set. I have the impression that using a timestamp on open is more common (i.e.: a 1-Minute candle with a ...
2
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1answer
130 views

Where to find Investment home bias data & Historical country weight in World MSCI

I need the following data and struggles to find it, maybe some of you can help me. Note: I'm a student and in our university ain't Bloomberg nor Reuters. Investment home bias, e.g in 2012 US ...
5
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5answers
9k views

List of TSX stocks with their sector and industry

Is there a website that offers free download or API where I can get an up-to-date list of all securities listed on the TSX along with their sector/industry? I could scrape individual screens for each ...
3
votes
2answers
1k views

Where and how can I get FX intraday data for use it in R?

I need FX data (the most accurate possible) for use in R. Right now I have developed a script in Java to download the CSV file (from Oanda) and use this file to read it in R, but I think that is a ...
1
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0answers
36 views

Feedback on Video Metadata Extraction

I've developed/patented a metadata extraction methodology, which we've used to build a variety of alternative datasets for funds. One of the more difficult issues in this field, is getting useful ...
2
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2answers
306 views

Which proxies to user for investor sentiment and industry performance, and where to find the data?

I came up with the idea of dealing with investor's sentiment effect in stock market in my thesis. I would like to know which proxies you would suggest to use as sentiment index and from which source ...
4
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1answer
120 views

Where to find E-mini S&P options price data or chart?

ES futures price data is easy to find, e.g. on Yahoo finance or with a free NinjaTrader demo account. I'm looking for the same for options on that futures contract. The best I could find is the ...
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1answer
278 views

FIX engine for very low latency

We are building a new system where latency is key. Either commercial or opensource, our goal is to have an easy to implement fix engine where low latency is key.
2
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1answer
159 views

What is the cheapest way to connect to Nasdaq for market data and trading *electronically*?

I would like to connect to Nasdaq to execute some simple automated strategies. I am NOT a big bank or hedge fund, so paying a high monthly fee is impractical. Is there a way for a small startup or ...
6
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1answer
224 views

Non-contractual accounts behavioural study

I need to carry a non-contractual accounts behavoiural study for a bank. The objective is to estimate core/non core ratios and then bucket and ftp them. Any recipe where to start? I have 3yrs of ...
2
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1answer
245 views

Information on Weather Derivatives

I am looking for relevant information on the organization of the Weather Derivatives market. How is it organized? How information is shared? Where can we find historical database? I am aware of the ...
2
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2answers
3k views

Correct Alphabet (Google) market cap calculation?

Given the definition: ...
2
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0answers
59 views

How does a Broker-Dealer lend shares to other Broker-Dealers?

Is it possible to find out how a OTC Broker-Dealer in thinly-traded equities lends shares for short-sales to other Broker-Dealers. Which platform or process is involved?
3
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2answers
2k views

Free high resolution financial data

As thebonnotgang(1) stopped updating their database, I was wondering if there are some other free sources of high-frequency data available. I found a proper tick data api (ca. 25 day history) hosted ...
2
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0answers
147 views

Get list of all stocks ever listed on NASDAQ

I'm looking to compile a list of all stocks/symbols ever listed on the NASDAQ, not just the currently listed stocks. Alternatively, a list of all delisted stocks would also suffice. Preferably, I'm ...
5
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5answers
28k views

Where to get price data on Credit Default Swaps?

I trust market-driven CDS more than credit ratings. Where can one get the CDS of corporate bonds of major companies? Are there any good internet links? If charts on the historical end-of-day prices ...

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