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.

84 questions with no upvoted or accepted answers
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6
votes
1answer
223 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 ...
5
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0answers
93 views

Anyone know if this daily report discontinue to publish? Goldman Sachs - “Global Index Volatility and Correlation Monitor”

I used to receive this daily report in my workplace from Goldman Sachs mailing list but the mailing list discontinued in May 2019 without any notice. The report is an pdf attachment which send from "...
4
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1answer
686 views

Bloomberg Ticker mapping with Reuters RIC

I am trying to map Bloomberg ticker into Reuters one. For example this one: EDZ3C 96.625 COMDT Few years ago aforementioned BBG ticker would be mapped to Reuters ...
3
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0answers
95 views

Electricity Prices: Change of measure in practice

I'm working on a model of electricity prices. I have empirical data $X(t)$ and managed to find a reasonable fit given by a Levy process $\hat{X}(t)$. I understand in theory what a risk-neutral ...
3
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0answers
2k views

How can I convert Yahoo Ticker Symbols into ISIN Codes?

I have a list of all Yahoo Ticker Symbols and I want to convert them into ISIN Codes. I have been researching and found out that finance.yahoo in the US does not ...
3
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1answer
267 views

Data feed that shows individual orders

Does anyone know how I can obtain time and sales data for a stock? Lots of feeds provide the total volume but I would like to see the breakdown of what buy/sell orders made up the day's volume. I ...
2
votes
1answer
199 views

Where can I get some Inflation Option example quotes (year-on-year and zero-coupon)

I am writing an academic paper on calibration of inflation vanilla options. I need to generate examples for the paper. Is there anywhere I can get example data for the Inflation year-on-year options, ...
2
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0answers
101 views

FTSE 350 sector index historical data

Does anyone know where I can find (at least 10 years worth of) end of day historical (op, hi, lo, cl) data for the FTSE 350 Sector Indices?. I need the data for ...
2
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0answers
115 views

Why is limit price order been executed with a worse price?

recently I was trying to analysis the message data from NASDAQ ITCH data, but I find a problem with a type of message called "Executed With Price Message". For example, first there is an Add Order ...
2
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0answers
56 views

Is there any research available on profile of the market participants in different markets?

I know markets are by large anonymous, is there any current research or data sources publicly available across different exchanges and/or investment instruments on the profiles of their investors? I ...
2
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0answers
1k views

Free Data Source for Credit Spreads?

Credit spreads are a key economic indicator. They are the difference between yields on corporate and government debt. They are a measure of confidence in the private sector, they provide insight into ...
2
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1answer
599 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 ...
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?
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 ...
2
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0answers
324 views

Data source for a corporate bond yield curve?

Yield curves are a valuable tool for economic analysis. It is particularly interesting to analyse the difference between Government Debt yields and Corporate Debt yields (credit spreads). This gives ...
2
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0answers
3k views

How can I use Thomson Reuters Eikon to get a list of large historical companies?

I am trying to use Thomson Reuters Eikon to get a list of historically large companies, for example, what were the 1000 largest companies by market capitalization in 1990? I would like to get lists of ...
2
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0answers
82 views

Charting order depth over time periods

I do a lot of analysis on order flow, tape reading, as it gives insight into what market participants want, or may be willing to do. In comparison, price charts show what happened, and technical ...
2
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0answers
317 views

is there a limit on how many times i can access fxcm xml feed

i'm writing an python application that uses fxcm's xml feed. here is the link http://rates.fxcm.com/RatesXML does anyone know if there are limits on how many times you can access this data? right now ...
2
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0answers
182 views

Finding relative price strength as defined in CANSLIM stock picking methodology

I am wondering if there is any website that provides relative price strength as is defined in CAN SLIM stock picking methodology. For the CAN SLIM difinition I am looking at this article: http://www....
2
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0answers
160 views

Is there a general format for various sources of futures market-data?

I am developing a market-data engine that receives market-data from different futures exchanges. So I need a general format to deal with sources from different exchanges. Protocols like FIX only ...
2
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1answer
126 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 ...
1
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0answers
40 views

Did AlphaVantage drop the swedish stock exchange?

I have used AlphaVantage in the past to get data for the Stockholm Stock Exchange: I don't remember exactly the symbol I used, but it was something along the line of OMX:ABB or STO:ABB (for, say, ABB)....
1
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0answers
31 views

Downloading time series of market caps (Python)

I know that is possible to download the market capitalisation os stocks using the "pandas_datareader" library: data.get_quote_yahoo. However, this command gives me ...
1
vote
1answer
38 views

Historical energy market data for European power Futures and Options?

I have been trying hard to find some historical futures and options electricity data for EEX offerings. I need the data for a model I am writing, however I have not found any free resources so far. It ...
1
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0answers
43 views

How to tell if Level I volume is net bid or ask side?

Ordinary stock data not only consists of closing prices, but also gross volume traded in the security by end-of-day. It is always reported in absolute terms even though there could have been more ...
1
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0answers
15 views

Database with revenue information for USA companies

I am going to start a project with an US company. I do not really trust them. I want to know if they are a "real" company. In some European countries you can consult some (often paid) databases and ...
1
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0answers
38 views

What variables are used for the Institutional Activity Index (IAI)?

I've been looking for various ways to get more information about institutional trade action. Although weekly COT report is available, it's already outdated by 1 week at the time the report come out ...
1
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0answers
64 views

Using news to predict Stock Prices dataset

In order to build Regression or Deep Learning models for predicting the market, we need a bunch of historical data. Prices and technical indicators are easily accessible, but getting news from the ...
1
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0answers
1k views

Using ISIN to identify stock at yahoo finance

I'm collecting stock data for private analysis. I found a very excessive list of stock at https://www.xetra.com/xetra-de/instrumente/alle-handelbaren-instrumente/boersefrankfurt but the problem is ...
1
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0answers
27 views

Finding historical sector p/e ratio averages

I'm making an algorithm that takes p/e ratio into account. To do this, I need to give it perspective of the entire sector's p/e ratio. Is there a source of historical sector wide p/e ratio averages? ...
1
vote
2answers
74 views

Historical quotes / prices of multiasset options

I am working on Lévy copulas, and I would like to try calibrating such techniques on real data. Where can I find quotes for multi-asset options? It could be exchange options or any other type of ...
1
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0answers
97 views

Is there a way to pull SPX index option open interest daily data?

Currently I just use Bloomberg API in Excel for preliminary data analysis and manipulation, and I have one function call that gives me the ticker and IV today ...
1
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0answers
27 views

What are industry-standard terms for MBIS “situational bid”?

In the data feed from Municipal Bond Information Services there is a field called "situational bid", which is defined in their reference as "Bids on a security that is being offered for sale." If I ...
1
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0answers
56 views

How to make use of sector index returns data to analyze the overall stock market index

I have a set of indices returns data, namely, ...
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0answers
41 views

Transform 24hr cumulative volume to sampled periods

I have a Python Dataframe with cryptocurrency data that has three columns: time, 24hr volume and price. The time is the time at which the data was received from the exchange, price is the last price ...
1
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0answers
267 views

List of US Industry sector ETFs that map to ICB classification

I am in the prcess of carrying out intra-and intra sector analysis of US stocks, and am proxing sectors with sector ETFs. I therefore, need to catalog the list of US sector ETFs - but have been unable ...
1
vote
1answer
398 views

historical data on orders and executions

I've implemented a simple trading system that gets orders with FIX, manage them in limit order books, calculate relative prices and, execute order book, runs multiple sessions (auctions and normal) by ...
1
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0answers
80 views

Missing sequence numbers in TAQ Quote data

I am looking at NYSE sample TAQ Quote data for Apple stock (link at the bottom of the post) and I have noticed large discontinuities in the data intervals. For example, these two are two succesive ...
1
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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, ...
1
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0answers
73 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?
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 ...
1
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0answers
25 views

Sample data of quarterly (annualized) real GDP growth

I am looking for a database that provides me the quarterly (annualized) real GDP growth (quarter t and t-1) of US, Germany and England. For the US data i went here: https://www.philadelphiafed.org/...
1
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0answers
43 views

Historical UK Gilt 2-year and 5-year data

Data on the Medium (approx. 5-years) and Short (approx. 2-years) futures contract listed on ICE only goes back to 2009. Is anyone able to point me towards where I can get a longer time series, perhaps ...
1
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0answers
75 views

NZX market depth data

Can someone point into the right direction for NZX market depth data specifically for individuals? I have tried many vendors but seem to be coming up with "institution-only" responses.
1
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0answers
97 views

Calculating Asset Returns

The question pertains to a simple phenomenon. There is gold futures listed on Exchange A and Exchange B. Exchange A and Exchange B overlap times with A and B starting 8 hours later and A and B ...
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0answers
2k views

Get: Historic S&P500 Market Cap

I need the market cap of the S&P500 components on 2.6.2013. It should be easily downloadable via Bloomberg, but I dont have this databank. E.g. you could use ...
1
vote
1answer
86 views

FTSE AIM Components From 2000, 2001, … 2013

From where can I get a list of historical component lists for the FTSE AIM Index as well as other indices? I see that there is a page for data sources here, but that page does not contain what I am ...
0
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0answers
17 views

Sample 5 minute close price with SQLite

I've got price data in the following schema CREATE TABLE quotes( utc_time INTEGER, # seconds low REAL, high REAL, open REAL, close REAL, volume REAL ); ...
0
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0answers
47 views

How to estimate traded volume at each tick, given the quotes and the volume at the bid and ask?

I have some data which contains Bid and Ask prices as well as the number of units at the Bid and Ask. Since I'm just messing around and I don't have price of a trade, I will use mid price. But what's ...
0
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0answers
49 views

Is one Level 2 data subscription sufficient?

I am subscribed to Level 2 data from a single exchange. There are more exchanges offering Level 2 data subscription. However, with my single subscription I can see ask and bid sizes from all routing ...