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    Software to Check Correlation between 100 ETF'S

    nice chart there. just found that any correlation analysis has an issue we need be cautious to use: https://en.m.wikipedia.org/wiki/Correlation_does_not_imply_causation
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    Cleaning your data

    Here is more specific about checking and cleaning EOD data I did in my program, easy and hard bad prints, etc. I saw the following bad prints actually in yahoo and google historical data, and other sources. All the following can be automated: 1. bad zero vol - zero vol is normal for many etf and...
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    Cleaning your data

    Considering missing data on some days when comparing multiple historical time series, this is a common issue. What I do is simply to normalize the time series by forcing them use the same time array either adding missing daily data or by removing unwanted daily data from some of the time series.
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    Cleaning your data

    That is exactly I saw. I asked data cleaning questions but not actually got any good response. Simply talking about historic eod data from many sources, bad prints are everywhere.Many of these can be detected easily such as some out of band prints, but a lot still hard to pick out. Anyway, do...
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    SEC Announces Major Hacking / Trading Scheme Bust

    Just a tiny tip of the iceberg. media and banks are much bigger fish. they should be banned to know earnings, etc things ahead.
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    Chinese devaluation

    China yuan is not freely traded. This is just a Chinese government manipulated event.
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    confused with vol zero and open zero in historic daily EOD data

    Thanks again. I found some explanation on price zero stock at http://finance.zacks.com/happens-stocks-fall-zero-8531.html But it still does not explain what difference is between zero stock and worthlessness.
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    confused with vol zero and open zero in historic daily EOD data

    Thanks anyway. But yours are just obvious. Maybe there are other meanings of zero prices traded. Just do not understand why. Someone with deep insight may know.
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    confused with vol zero and open zero in historic daily EOD data

    I uses yahoo or google historic daily EOD data. I see occasionally sometimes there are daily quotes that reports zero open and zero vol, or zero vol but different price for open/high/low/close. I do not understand it. Is it just an error or something that makes sense. Anyone knows?
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    SEC Charges Houston-Area Businessman in Ponzi Scheme

    there are never in short blind and stupid money all over the world and in all times for such obvious schemes to happen again and again.
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    Citadel Says One of Its China Accounts Was Suspended

    Chinese police investigated into Citadel's illegal activities, looks like they were caught for layering and spoofing, illegal short selling, etc there.
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    New Alien Earth Found

    faster, faster, ... http://sploid.gizmodo.com/infographic-whats-the-fastest-ship-in-sci-fi-history-1718171303
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    Gold related options

    Anyway, these ETFs are mostly moving with GLD SGBS.L 106.92 N/A ETFS METAL SECURITIES LD ETFS P SLVP 6.5900 EquityPreciousMetals iShares Inc - iShares MSCI Global Silver Miners ETF LTNG.L...
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    Whats Tacgnol? I was told this is why china stocks are crashing.

    Chinese government considers short selling is evil and illegal, and has ordered the police to investigate those who dare to do so. Wondering how they can do to those guys.
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    China plunged 8.6 percent

    and more fun in October
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    Who remembers Cramers call to buy Gold in 2011?

    Looks Cramer was right at that time but who knew when gold was down.
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    Backtesting: My trading strategy works too well

    Actually, there are many traps in the back-testing. historic data, time frames, time ranges, data quality, subjective selection of markets, stocks, and errors in using historical data, software problem, etc, these are all problems that causes often too-good-to-be-true results.
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    New Alien Earth Found

    In short term, seriously, I see space exploration technology stocks will hopefully get a boost. This should last for a really long time. For smart traders, some time in the future, they can do stock trading from the alien earth because theoretically they can see the future from that really...
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    New Alien Earth Found

    You are right. This is Chit Chat.
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    New Alien Earth Found

    http://www.nasa.gov/press-release/nasa-kepler-mission-discovers-bigger-older-cousin-to-earth
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