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    Thursday AP Morning Wire

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    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 22 JANUARY: | ASX up 1.3pc in huge week for Zip, Lynas | iCandy looks to double up in Chinese gaming market with Rocky Rampage launch |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 22 JANUARY: | ASX to fall, Apple lifts Wall Street | The tests ASX healthcare companies have upcoming in 2021 |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 21 JANUARY: | ASX gains 0.8pc | Greenhouse study shows AVZ Minerals could achieve lowest carbon footprint at Manono lithium-tin project |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 21 JANUARY: | ASX to rise | Eco-fibre play Nanollose leads ASX healthcare sector with 292% gain |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 20 JANUARY: | ASX hits 11 month high | China shares rise on c.bank’s liquidity boost; EV, healthcare stocks shine |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 20 JANUARY: | ASX to rise | 3 cannabis players discuss how to view the sector through a biotech lens |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 19 JANUARY: | ASX rises 1pc | US eyes Australian market as cannabis investment fund takes stake in Lifespot Health |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 19 JANUARY: | ASX to rise, $A eases amid greenback surge | Battery sector cries out for more graphite as shortfall looms |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 18 JANUARY: | ASX sheds 0.8pc | Tietto Minerals appoints COO to drive development of Abujar gold project | China, Hong Kong stocks climb on upbeat GDP data |

    Trending Tags

    • FEEDID-6
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    The Cotton Row Journal, week of 18-22 Jan

    Cabrera Capital Daily Game Plan

    Cabrera Capital Daily Game Plan

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 22 JANUARY: | ASX up 1.3pc in huge week for Zip, Lynas | iCandy looks to double up in Chinese gaming market with Rocky Rampage launch |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 22 JANUARY: | ASX to fall, Apple lifts Wall Street | The tests ASX healthcare companies have upcoming in 2021 |

    The Cotton Row Journal, week of 18-22 Jan

    Cabrera Capital Daily Game Plan

    Cabrera Capital Daily Game Plan

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 21 JANUARY: | ASX gains 0.8pc | Greenhouse study shows AVZ Minerals could achieve lowest carbon footprint at Manono lithium-tin project |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 21 JANUARY: | ASX to rise | Eco-fibre play Nanollose leads ASX healthcare sector with 292% gain |

    The Cotton Row Journal, week of 18-22 Jan

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    OP: Missing the Mark

    OP: Missing the Mark

    OP: Missing the Mark

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    S&P 500 repurchasers return to favor as Netflix looks at joining them

    S&P 500 repurchasers return to favor as Netflix looks at joining them

    OP: Wall Street Welcomes Biden

    OP: Wall Street Welcomes Biden

    links

    Danny’s Links:

    Washington Post: 900,000 filed for jobless claims last week, a historically high level as Biden inherits worst job market of any modern president

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    GMTT / Chart of the day / Apple / Oct 27, 2020

    GMTT / Chart of the day / Apple / Oct 27, 2020

    NASDOG.com: Corn, What Changed Today?

    NASDOG.com: Corn, What Changed Today?

    NASDOG.com: Stocks Getting Serious; Quick Word on Beans

    NASDOG.com: Stocks Getting Serious; Quick Word on Beans

    NASDOG.com: Full For a Bull

    NASDOG.com: Full For a Bull

    HotSpots for 01/02/2020 for $ES $YM $NQ

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    OP: Missing the Mark

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    OP: Missing the Mark

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    OP: Wall Street Welcomes Biden

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    OP: Wall Street Welcomes Biden

    Protected: OP: Wall Street Welcomes Biden

    Thursday AP Morning Wire

    Thursday AP Morning Wire

    OP: Biden’s Big Day

    OP: Biden’s Big Day

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    Inauguration Day AP Morning Wire

    Inauguration Day AP Morning Wire

    OP: Going Up?

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    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 22 JANUARY: | ASX up 1.3pc in huge week for Zip, Lynas | iCandy looks to double up in Chinese gaming market with Rocky Rampage launch |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 22 JANUARY: | ASX to fall, Apple lifts Wall Street | The tests ASX healthcare companies have upcoming in 2021 |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 21 JANUARY: | ASX gains 0.8pc | Greenhouse study shows AVZ Minerals could achieve lowest carbon footprint at Manono lithium-tin project |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 21 JANUARY: | ASX to rise | Eco-fibre play Nanollose leads ASX healthcare sector with 292% gain |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 20 JANUARY: | ASX hits 11 month high | China shares rise on c.bank’s liquidity boost; EV, healthcare stocks shine |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 20 JANUARY: | ASX to rise | 3 cannabis players discuss how to view the sector through a biotech lens |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 19 JANUARY: | ASX rises 1pc | US eyes Australian market as cannabis investment fund takes stake in Lifespot Health |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 19 JANUARY: | ASX to rise, $A eases amid greenback surge | Battery sector cries out for more graphite as shortfall looms |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 18 JANUARY: | ASX sheds 0.8pc | Tietto Minerals appoints COO to drive development of Abujar gold project | China, Hong Kong stocks climb on upbeat GDP data |

    Trending Tags

    • FEEDID-6
    • FEEDID-51
    • FEEDID-44
    • FEEDID-31
    • FEEDID-21
    • FEEDID-16
    • FEEDID-36
    • FEEDID-10
    • feedid-56
    • feedid-58
    • feedid-61
    • feedid-59
    • feedid-60
    • feedid-62
    • feedid-63
    • feedid-65
    • feedid-66
  • Charts

    The Cotton Row Journal, week of 18-22 Jan

    Cabrera Capital Daily Game Plan

    Cabrera Capital Daily Game Plan

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 22 JANUARY: | ASX up 1.3pc in huge week for Zip, Lynas | iCandy looks to double up in Chinese gaming market with Rocky Rampage launch |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 22 JANUARY: | ASX to fall, Apple lifts Wall Street | The tests ASX healthcare companies have upcoming in 2021 |

    The Cotton Row Journal, week of 18-22 Jan

    Cabrera Capital Daily Game Plan

    Cabrera Capital Daily Game Plan

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: AFTERNOON WRAP 21 JANUARY: | ASX gains 0.8pc | Greenhouse study shows AVZ Minerals could achieve lowest carbon footprint at Manono lithium-tin project |

    PEAK MORNING WRAP 28 September: Tech Event… Who is the standout? | US Stocks Rally

    PEAK ASSET: MORNING WRAP 21 JANUARY: | ASX to rise | Eco-fibre play Nanollose leads ASX healthcare sector with 292% gain |

    The Cotton Row Journal, week of 18-22 Jan

  • Commentary
    • All
    • Market Recap
    • MrTopStep
    Chart of the Day: Coming Up (Smaller Companies Rally)

    Chart of the Day: Coming Up (Smaller Companies Rally)

    links

    Danny’s Links: January 22nd 2020

    OP: Missing the Mark

    OP: Missing the Mark

    OP: Missing the Mark

    Protected: OP: Missing the Mark

    S&P 500 repurchasers return to favor as Netflix looks at joining them

    S&P 500 repurchasers return to favor as Netflix looks at joining them

    OP: Wall Street Welcomes Biden

    OP: Wall Street Welcomes Biden

    links

    Danny’s Links:

    Washington Post: 900,000 filed for jobless claims last week, a historically high level as Biden inherits worst job market of any modern president

    OP: Wall Street Welcomes Biden

    Protected: OP: Wall Street Welcomes Biden

  • Education
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    GMTT / Chart of the day / Apple / Oct 27, 2020

    GMTT / Chart of the day / Apple / Oct 27, 2020

    NASDOG.com: Corn, What Changed Today?

    NASDOG.com: Corn, What Changed Today?

    NASDOG.com: Stocks Getting Serious; Quick Word on Beans

    NASDOG.com: Stocks Getting Serious; Quick Word on Beans

    NASDOG.com: Full For a Bull

    NASDOG.com: Full For a Bull

    HotSpots for 01/02/2020 for $ES $YM $NQ

    HotSpots for 01/02/2020 for $ES $YM $NQ

    HotSpots for 12/31/2019 for $ES $YM $NQ

    HotSpots for 12/30/2019 for $ES $YM $NQ

    HotSpots for 12/27/2019 for $ES $YM $NQ

    HotSpots for 12/25/2019 for $ES $YM $NQ

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Twitter Trading What was the #Hash-Crash?

AlgoFast by AlgoFast
Wednesday, August 7, 2013
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Twitter Trading What was the #Hash-Crash?
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Gnip and Dataminr are two of the companies that sort through the Twitter API searching for relevant trade ideas. Other companies will scour through multiple media outlets and create “sentiment” analysis. Whether you’re looking at Twitter, or you’re looking at an online article from the Wall St. Journal to make an automated trade, you have to answer several questions.

Is this a rumor, or is it fact? Rumors have often moved the markets. How do you quantify them? Is this breaking news?

If it is breaking news, did someone else break it first?

Thomson Reuters pays the University of Michigan to release their Consumer Sentiment number 2 seconds before any other media outlet can release it.

If it is true, and breaking news, how relevant is it to a particular stock? News on Anne Hathaway’s box office success has often sent Berkshire Hathaway stock moving in the direction of the movie critics. Woops, wrong Hathaway..

Is this comment from a reliable source?

Well, Associated Press is considered a reliable source, but they got hacked and falsely tweeted this:

Twitter can easily be hacked. Several companies claim that they avoided the #Hash-Crash by validating the structure of the message. The hackers did not follow the specific format used by the AP for a major global or terrorist event. NewsEdge an Acquired Media company claims that their system didn’t trigger trades off of this tweet because of the structure. You’d have to ask them more about how they verified that, but their not the only company to make the claim.

The best way to structure data is to use unique identifiers. This is an important aspect to machine readable news or any breaking data that will be used for trading. The treasury has long used what is called a CUSIP number for their treasury auction results. One CUSIP will identify the auction for a particular bond from others that could be confused with it. It is a unique identifier that separates the information in a structured way. Companies like Dow Jones and Reuters will use these “tags” or unique IDs to let you know exactly what you’re looking at. They are also very useful in the world of coding. We can store and filter through large amounts of data very easily with computers if we’ve got unique identifiers for what we’re looking for. A ticker symbol would be another example of a tag identifying a specific company.

Justin Bouchard

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