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: TikTok and Instagram are the hubs for entertainment, where teens engage with peer-generated content ranging from DIY crafts to social commentary.

This paper explores the modern teenage lifestyle, where visual culture through photography and digital media has become the primary means of self-expression and entertainment. teenage slut naked pics

Teen entertainment has shifted from passive consumption to interactive, creator-led content: : TikTok and Instagram are the hubs for

: The pressure to present a "perfect" life online can lead to significant stress regarding body image and social validation. Modern Entertainment & Social Trends interests like baking

: Despite the digital heavy lifestyle, interests like baking, gardening, journaling, and reading remain popular ways to unplug.

: Daily routines, such as morning coffee runs or school commutes, are frequently "romanticized" through short-form video and filtered images.

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Sergey V. - November 17, 2016 Reply

Hi Caesar,

Thanks for interesting post. Sure credibility of backtest on simulated data depends on how precise your synthetic data is and how quickly your signal changes.

For 1-yr momentum there is one story, and you may use less precise data, and for 5-days reversion – completely different story, and you need much better data to test this.

BTW, six figs. investment have OHLC data on volatility ETPs: https://sixfigureinvesting.com/2014/09/simulating-open-high-low-vxx-vixy-tvix-uvxy-xiv-svxy/, maybe you could use this to trade not on closes of the same day (which may be not that realistic, given wild nature of the instruments involved)

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    Cesar Alvarez - November 17, 2016 Reply

    I am aware of the OHL simulated data but the amount of error he decribes is too much for me. The main thing I want to make sure people are clear is that the data may or may not work for you depending on the strategy. Just be careful using this data.

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Michael - November 18, 2016 Reply

hi cesar, would you consider adding a search functionality to your blog so we can easily look up past blogs or topics?

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    Cesar Alvarez - November 18, 2016 Reply

    I can see when I am logged in as my WordPress admin but when I look at the site logged out I can’t see the search feature. I will have to look around and figure out how to get it back. Thanks for pointing this out.

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michael - May 24, 2017 Reply

hi cesar, did you build your own synthetic data to run your tests? i recently ran some tests using the data from six figures investing. although the results over the overlap period were qualitatively similar, good years were good and worse years were worse etc, quantitatively they were very different with variations of 40% or more at times. what do you think?

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    Cesar Alvarez - May 24, 2017 Reply

    No, I used the data from Six Figure Investing. I found that it really depends on the strategy whether one can use this data or not.

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