Symfony Profiler

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        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
        ---\n
        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
        ---\n
        \n
        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
      \n
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      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
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      +name: "asklemmy@lemmy.world"
      +title: "asklemmy"
      +description: """
        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
        ---\n
        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
        ---\n
        \n
        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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    +slug: "How-Does-the-Default-not-logged-in-Youtube-Algorithm-Work"
    +title: "How Does the Default (not logged in) Youtube Algorithm Work?"
    +url: null
    +body: """
      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
      \n
      - Right-wing news clips (I’m not a Republican)\n
      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
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[
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    +moderatorTokens: Doctrine\ORM\PersistentCollection {#1632 …}
    +magazineOwnershipRequests: Doctrine\ORM\PersistentCollection {#1406 …}
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App\Twig\Components\UserInlineComponent {#3167
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    +moderatorTokens: Doctrine\ORM\PersistentCollection {#1632 …}
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  +showAvatar: false
}

[
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]

App\Twig\Components\DateComponent {#3237
  +date: DateTimeImmutable @1701180937 {#1850
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}

[
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]

App\Twig\Components\DateEditedComponent {#3301
  +createdAt: DateTimeImmutable @1701180937 {#1850
    date: 2023-11-28 15:15:37.0 +01:00
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  +editedAt: null
}

[
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    +magazine: App\Entity\Magazine {#266
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      +name: "asklemmy@lemmy.world"
      +title: "asklemmy"
      +description: """
        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
        ---\n
        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
        ---\n
        \n
        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1912 …}
    +slug: "How-Does-the-Default-not-logged-in-Youtube-Algorithm-Work"
    +title: "How Does the Default (not logged in) Youtube Algorithm Work?"
    +url: null
    +body: """
      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
      \n
      - Right-wing news clips (I’m not a Republican)\n
      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
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App\Twig\Components\VoteComponent {#3366
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        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
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        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
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        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
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      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
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    +magazine: App\Entity\Magazine {#266
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      +name: "asklemmy@lemmy.world"
      +title: "asklemmy"
      +description: """
        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
        ---\n
        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
        ---\n
        \n
        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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      +awards: Doctrine\ORM\PersistentCollection {#61 …}
      +categories: Doctrine\ORM\PersistentCollection {#1820 …}
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      +apPreferredUsername: "asklemmy"
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      +apDeletedAt: null
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      +createdAt: DateTimeImmutable @1697177027 {#272
        date: 2023-10-13 08:03:47.0 +02:00
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    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1912 …}
    +slug: "How-Does-the-Default-not-logged-in-Youtube-Algorithm-Work"
    +title: "How Does the Default (not logged in) Youtube Algorithm Work?"
    +url: null
    +body: """
      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
      \n
      - Right-wing news clips (I’m not a Republican)\n
      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
    +type: "article"
    +lang: "en"
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    +hasEmbed: false
    +commentCount: 5
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    +lastActive: DateTime @1701194987 {#2410
      date: 2023-11-28 19:09:47.0 +01:00
    }
    +ip: null
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    +mentions: null
    +comments: Doctrine\ORM\PersistentCollection {#1866 …}
    +votes: Doctrine\ORM\PersistentCollection {#1978 …}
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    +badges: Doctrine\ORM\PersistentCollection {#2426 …}
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      date: 2023-11-28 15:15:37.0 +01:00
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]

App\Twig\Components\BoostComponent {#3432
  +formDest: "entry"
  +subject: App\Entity\Entry {#2388
    +user: Proxies\__CG__\App\Entity\User {#1943
      +avatar: null
      +cover: null
      +email: "corroded@lemmy.world"
      +username: "@corroded@lemmy.world"
      +roles: []
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      +markedForDeletionAt: null
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      +customCss: null
      +ignoreMagazinesCustomCss: false
      +moderatorTokens: Doctrine\ORM\PersistentCollection {#1632 …}
      +magazineOwnershipRequests: Doctrine\ORM\PersistentCollection {#1406 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#1713 …}
      +entries: Doctrine\ORM\PersistentCollection {#1710 …}
      +entryVotes: Doctrine\ORM\PersistentCollection {#1742 …}
      +entryComments: Doctrine\ORM\PersistentCollection {#1659 …}
      +entryCommentVotes: Doctrine\ORM\PersistentCollection {#1470 …}
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      +subscribedDomains: Doctrine\ORM\PersistentCollection {#1450 …}
      +follows: Doctrine\ORM\PersistentCollection {#1422 …}
      +followers: Doctrine\ORM\PersistentCollection {#1660 …}
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      +blockedMagazines: Doctrine\ORM\PersistentCollection {#1439 …}
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      +apDiscoverable: true
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      +privateKey: null
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      +apDeletedAt: null
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      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1690952830 {#1515
        date: 2023-08-02 07:07:10.0 +02:00
      }
      +__isInitialized__: true
       …2
    }
    +magazine: App\Entity\Magazine {#266
      +icon: Proxies\__CG__\App\Entity\Image {#247 …}
      +name: "asklemmy@lemmy.world"
      +title: "asklemmy"
      +description: """
        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
        ---\n
        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
        ---\n
        \n
        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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      +apFollowersUrl: "https://lemmy.world/c/asklemmy/followers"
      +apInboxUrl: "https://lemmy.world/inbox"
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      +apPreferredUsername: "asklemmy"
      +apDiscoverable: true
      +apManuallyApprovesFollowers: null
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        date: 2023-10-13 08:03:47.0 +02:00
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    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1912 …}
    +slug: "How-Does-the-Default-not-logged-in-Youtube-Algorithm-Work"
    +title: "How Does the Default (not logged in) Youtube Algorithm Work?"
    +url: null
    +body: """
      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
      \n
      - Right-wing news clips (I’m not a Republican)\n
      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
    +type: "article"
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    +hasEmbed: false
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    +cross: false
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    +visibility: "visible             "
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    +createdAt: DateTimeImmutable @1701180937 {#1850
      date: 2023-11-28 15:15:37.0 +01:00
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  }
  -cache: Symfony\Component\Cache\Adapter\TraceableTagAwareAdapter {#600 …}
}

[
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    +user: Proxies\__CG__\App\Entity\User {#1943
      +avatar: null
      +cover: null
      +email: "corroded@lemmy.world"
      +username: "@corroded@lemmy.world"
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      +notifyOnNewPostReply: true
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      +addMentionsEntries: false
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      +spamProtection: true
      +customCss: null
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      +moderatorTokens: Doctrine\ORM\PersistentCollection {#1632 …}
      +magazineOwnershipRequests: Doctrine\ORM\PersistentCollection {#1406 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#1713 …}
      +entries: Doctrine\ORM\PersistentCollection {#1710 …}
      +entryVotes: Doctrine\ORM\PersistentCollection {#1742 …}
      +entryComments: Doctrine\ORM\PersistentCollection {#1659 …}
      +entryCommentVotes: Doctrine\ORM\PersistentCollection {#1470 …}
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      +postVotes: Doctrine\ORM\PersistentCollection {#1490 …}
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      +subscribedDomains: Doctrine\ORM\PersistentCollection {#1450 …}
      +follows: Doctrine\ORM\PersistentCollection {#1422 …}
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      +blockedMagazines: Doctrine\ORM\PersistentCollection {#1439 …}
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      +awards: Doctrine\ORM\PersistentCollection {#1429 …}
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      -totpBackupCodes: []
      -oAuth2UserConsents: Doctrine\ORM\PersistentCollection {#1668 …}
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      +apPreferredUsername: "corroded"
      +apDiscoverable: true
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      +privateKey: null
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        date: 2023-12-23 17:03:00.0 +01:00
      }
      +apDeletedAt: null
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      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1690952830 {#1515
        date: 2023-08-02 07:07:10.0 +02:00
      }
      +__isInitialized__: true
       …2
    }
    +magazine: App\Entity\Magazine {#266
      +icon: Proxies\__CG__\App\Entity\Image {#247 …}
      +name: "asklemmy@lemmy.world"
      +title: "asklemmy"
      +description: """
        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
        ---\n
        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
        ---\n
        \n
        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
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      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
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]

App\Twig\Components\EntriesCrossComponent {#3746
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      +moderatorTokens: Doctrine\ORM\PersistentCollection {#1632 …}
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      +entries: Doctrine\ORM\PersistentCollection {#1710 …}
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       …2
    }
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      +name: "asklemmy@lemmy.world"
      +title: "asklemmy"
      +description: """
        A Fediverse community for open-ended, thought provoking questions\n
        -----------------------------------------------------------------\n
        \n
        ---\n
        \n
        **Rules: (interactive)**\n
        ------------------------\n
        \n
        ---\n
        \n
        1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
        \n
        ---\n
        \n
        2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
        \n
        ---\n
        \n
        3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
        \n
        ---\n
        \n
        4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
        \n
        ---\n
        \n
        5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
        \n
        ---\n
        \n
        Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
        \n
        Partnered Communities:\n
        ----------------------\n
        \n
        [Tech Support](/c/techsupport@lemmy.world)\n
        \n
        [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
        \n
        [You Should Know](/c/youshouldknow@lemmy.world)\n
        \n
        [Reddit](/c/reddit@lemmy.world)\n
        \n
        [Jokes](/c/jokes@lemmy.world)\n
        \n
        [Ask Ouija](/c/askouija@lemmy.world)\n
        \n
        ---\n
        \n
        Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
        \n
        ---\n
        \n
        ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
        """
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    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1912 …}
    +slug: "How-Does-the-Default-not-logged-in-Youtube-Algorithm-Work"
    +title: "How Does the Default (not logged in) Youtube Algorithm Work?"
    +url: null
    +body: """
      I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
      \n
      If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
      \n
      - Right-wing news clips (I’m not a Republican)\n
      - Sports (I don’t watch or play sports)\n
      - Gaming streams (I’ve not once watched a gaming stream)\n
      - Christian content (I am not a Christian)\n
      - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
      \n
      I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
      \n
      If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
      """
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  }
  -repository: App\Repository\EntryRepository {#271 …}
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  -twig: Twig\Environment {#1252 …}
  -requestStack: Symfony\Component\HttpFoundation\RequestStack {#1328 …}
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}

[
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]

App\Twig\Components\EditorToolbarComponent {#3871
  +id: "entry_comment_67c7a9bf8f3993.31511916_body"
}

[
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         …2
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        +title: "asklemmy"
        +description: """
          A Fediverse community for open-ended, thought provoking questions\n
          -----------------------------------------------------------------\n
          \n
          ---\n
          \n
          **Rules: (interactive)**\n
          ------------------------\n
          \n
          ---\n
          \n
          1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
          \n
          ---\n
          \n
          2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
          \n
          ---\n
          \n
          3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
          \n
          ---\n
          \n
          4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
          \n
          ---\n
          \n
          5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
          \n
          ---\n
          \n
          Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
          \n
          Partnered Communities:\n
          ----------------------\n
          \n
          [Tech Support](/c/techsupport@lemmy.world)\n
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          [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
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          [You Should Know](/c/youshouldknow@lemmy.world)\n
          \n
          [Reddit](/c/reddit@lemmy.world)\n
          \n
          [Jokes](/c/jokes@lemmy.world)\n
          \n
          [Ask Ouija](/c/askouija@lemmy.world)\n
          \n
          ---\n
          \n
          Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
          \n
          ---\n
          \n
          ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
          """
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      +title: "How Does the Default (not logged in) Youtube Algorithm Work?"
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      +body: """
        I’ve found that when I’m logged into Youtube, the algorithm works fairly well to suggest videos that are at least somewhat related to my interests. I’m specifically curious about how the “default” algorithm works when not logged in.\n
        \n
        If I open a private window and look at the front page, it almost feels like the algorithm is doing its best to show me the *opposite* of what I want to see. Obviously this isn’t true, but I just don’t get how it chooses the videos it shows. As an example, I almost always get:\n
        \n
        - Right-wing news clips (I’m not a Republican)\n
        - Sports (I don’t watch or play sports)\n
        - Gaming streams (I’ve not once watched a gaming stream)\n
        - Christian content (I am not a Christian)\n
        - Gen-Z and Gen-Y entertainment (I’m almost 40)\n
        \n
        I feel like some of this is geographic. My router load-balances between two internet connections, and I can sometimes tell if it’s using my “local” connection or my satellite connection (with an endpoint in another state) based on what videos it shows. Regardless, though, the content I see isn’t really appropriate for the demographic in either location. Out of curiosity, I tried it with a VPN using an endpoint in Canada (I’m in the USA); the front page was mostly really crappy reality TV content (think stuff on TLC).\n
        \n
        If I was programming the algorithm, I’d want to have it show content that applies to a broad audience, but that really doesn’t seem to be the case. While I don’t intend on ever using Youtube without being logged in (and having a ton of browser plugins active to improve the experience), from a technical standpoint, I’m very curious how it chooses what to put on the front page.
        """
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    +magazine: App\Entity\Magazine {#266}
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    +body: """
      YouTube still tracks you based on your IP and other environmental variables. Your browser’s user agent alone can tell them something about you. The resolution your screen uses, the speed in which the page loads and many other factors all correlate with certain profile properties.\n
      \n
      They may not have your exact name and hometown, but they can definitely generate an indication of income and general area, amongst others.
      """
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