{
  "id": 1175,
  "title": "spikes in timing of the shocks",
  "url": "/competitions/AlgorithmicTradingChallenge/discussion/1175",
  "author_name": "",
  "post_date": "2011-12-17T22:04:39.903Z",
  "votes": 3,
  "comment_count": 1,
  "views": 2194,
  "content": "<p>Here is my brief examination of the data - hope it may prove useful to someone.</p>\r\n<p>Does anyone have any other hypothesis of why these spikes occur?</p>\r\n<p><a href=\"http://anotherdataminingblog.blogspot.com/2011/12/whats-going-on-here.html\">http://anotherdataminingblog.blogspot.com/2011/12/whats-going-on-here.html</a></p>",
  "messages": [
    {
      "id": "7295",
      "postDate": "12/17/2011 22:04:39",
      "content": "<p>Here is my brief examination of the data - hope it may prove useful to someone.</p>\r\n<p>Does anyone have any other hypothesis of why these spikes occur?</p>\r\n<p><a href=\"http://anotherdataminingblog.blogspot.com/2011/12/whats-going-on-here.html\">http://anotherdataminingblog.blogspot.com/2011/12/whats-going-on-here.html</a></p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "7337",
      "postDate": "12/19/2011 16:08:07",
      "content": "<p>Thanks for the valuable insight!</p>\r\n<p>I dunno if it is the case, but your initial assumpotion of another market opening at that time may be right. As these other markets may have the same stock listed but denominated in a different currency, which means one may have an arbitrage opportunity\r\n because of the current currency rate and the stock's bid/ask price on the 2 (or more) markets. Consider this example:</p>\r\n<p>StockA@London: bid 100 GBP, ask 101 GBP</p>\r\n<p>Germany opens: StockA@Germany: bid 116 EUR, ask 118 EUR</p>\r\n<p>GBP/EUR = 119<br>\r\n<br>\r\n1. SELL 1 Stock@London for 100 GBP</p>\r\n<p>2. Convert 100 GBP to EUR @ 1.19 GBP/EUR = 119 EUR</p>\r\n<p>3. BUY 1 Stock@Germany for 118 EUR</p>\r\n<p>If You act very fast You got 1 Stock (denominated in EUR) and 1 EUR. Try this with a decent amount of shares of StockA and it adds up to a decent sum of money, and a decent liquidity shock for StockA. :)</p>\r\n<p>&nbsp;</p>\r\n<p>&nbsp;</p>",
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      "votes": null
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  "comments": [
    {
      "id": 7337,
      "author_name": "iamivo",
      "author_url": "",
      "post_date": "12/19/2011 16:08:07",
      "content": "<p>Thanks for the valuable insight!</p>\r\n<p>I dunno if it is the case, but your initial assumpotion of another market opening at that time may be right. As these other markets may have the same stock listed but denominated in a different currency, which means one may have an arbitrage opportunity\r\n because of the current currency rate and the stock's bid/ask price on the 2 (or more) markets. Consider this example:</p>\r\n<p>StockA@London: bid 100 GBP, ask 101 GBP</p>\r\n<p>Germany opens: StockA@Germany: bid 116 EUR, ask 118 EUR</p>\r\n<p>GBP/EUR = 119<br>\r\n<br>\r\n1. SELL 1 Stock@London for 100 GBP</p>\r\n<p>2. Convert 100 GBP to EUR @ 1.19 GBP/EUR = 119 EUR</p>\r\n<p>3. BUY 1 Stock@Germany for 118 EUR</p>\r\n<p>If You act very fast You got 1 Stock (denominated in EUR) and 1 EUR. Try this with a decent amount of shares of StockA and it adds up to a decent sum of money, and a decent liquidity shock for StockA. :)</p>\r\n<p>&nbsp;</p>\r\n<p>&nbsp;</p>",
      "votes": null,
      "replies": []
    }
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    "7295": "",
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  "source": "meta"
}