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    <title>topic Re: Error: 403, Fetching Audio Features in Spotify for Developers</title>
    <link>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6923991#M17585</link>
    <description>&lt;P&gt;Then there is no way to fetch such data?&amp;nbsp;&lt;/P&gt;</description>
    <pubDate>Wed, 16 Apr 2025 16:24:12 GMT</pubDate>
    <dc:creator>Shubhrajyoti_Dhar</dc:creator>
    <dc:date>2025-04-16T16:24:12Z</dc:date>
    <item>
      <title>Error: 403, Fetching Audio Features</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6923678#M17580</link>
      <description>&lt;P&gt;I created an app few days ago, to create a recommendation system. The web API is fetching track details. But whenever I am requesting audio features related to a track id, I get a 403 error. There is no problem with authentication.&amp;nbsp;&lt;/P&gt;&lt;P&gt;Here's the scope variable for reference:&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;scope = "user-library-read playlist-read-private playlist-read-collaborative user-read-private"&lt;/STRONG&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;I am using SpotifyOAuth for authentication.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Here's the specific error I am getting:&amp;nbsp;&lt;/P&gt;&lt;P&gt;HTTP Error for GET to &lt;A href="https://api.spotify.com/v1/audio-features/?ids=3ZDr3LJNCHailBSkpc29SF" target="_blank"&gt;https://api.spotify.com/v1/audio-features/?ids=3ZDr3LJNCHailBSkpc29SF&lt;/A&gt; with Params: {} returned 403 due to None&lt;/P&gt;&lt;P&gt;spotipy.exceptions.SpotifyException: http status: 403, code: -1 - &lt;A href="https://api.spotify.com/v1/audio-features/?ids=3ZDr3LJNCHailBSkpc29SF:" target="_blank"&gt;https://api.spotify.com/v1/audio-features/?ids=3ZDr3LJNCHailBSkpc29SF:&lt;/A&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Any idea what's causing this access problem? Any help is appreciated. Thank you in advance.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Wed, 16 Apr 2025 15:19:13 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6923678#M17580</guid>
      <dc:creator>Shubhrajyoti_Dhar</dc:creator>
      <dc:date>2025-04-16T15:19:13Z</dc:date>
    </item>
    <item>
      <title>Re: Error: 403, Fetching Audio Features</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6923951#M17584</link>
      <description>&lt;P&gt;That endpoint is "Deprecated" for new apps since &lt;A href="https://developer.spotify.com/blog/2024-11-27-changes-to-the-web-api" target="_blank" rel="noopener"&gt;November 27, 2024&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Wed, 16 Apr 2025 16:07:05 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6923951#M17584</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2025-04-16T16:07:05Z</dc:date>
    </item>
    <item>
      <title>Re: Error: 403, Fetching Audio Features</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6923991#M17585</link>
      <description>&lt;P&gt;Then there is no way to fetch such data?&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Wed, 16 Apr 2025 16:24:12 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6923991#M17585</guid>
      <dc:creator>Shubhrajyoti_Dhar</dc:creator>
      <dc:date>2025-04-16T16:24:12Z</dc:date>
    </item>
    <item>
      <title>Re: Error: 403, Fetching Audio Features</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6924014#M17586</link>
      <description>&lt;P&gt;Sadly, no.&lt;/P&gt;</description>
      <pubDate>Wed, 16 Apr 2025 16:40:18 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Error-403-Fetching-Audio-Features/m-p/6924014#M17586</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2025-04-16T16:40:18Z</dc:date>
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