🐦 Twitter Post Details

Viewing enriched Twitter post

πŸ“Š Media Metadata

{
  "score": 0.34,
  "score_components": {
    "author": 0.09,
    "engagement": 0.0,
    "quality": 0.04000000000000001,
    "source": 0.135,
    "nlp": 0.05,
    "recency": 0.025
  },
  "scored_at": "2026-03-06T07:17:28.195733",
  "import_source": "api_import",
  "source_tagged_at": "2026-03-06T07:17:28.195748",
  "enriched": true,
  "enriched_at": "2026-03-06T07:17:28.195751"
}

πŸ”§ Raw API Response

{
  "type": "tweet",
  "id": "2028966942418354220",
  "url": "https://x.com/rasbt/status/2028966942418354220",
  "twitterUrl": "https://twitter.com/rasbt/status/2028966942418354220",
  "text": "@vo_d_p https://t.co/NDuY8EULKz",
  "source": "Twitter for iPhone",
  "retweetCount": 0,
  "replyCount": 0,
  "likeCount": 4,
  "quoteCount": 0,
  "viewCount": 2217,
  "createdAt": "Tue Mar 03 22:53:10 +0000 2026",
  "lang": "qme",
  "bookmarkCount": 1,
  "isReply": true,
  "inReplyToId": "2028964214413381702",
  "conversationId": "2028961822372425941",
  "displayTextRange": [
    8,
    31
  ],
  "inReplyToUserId": "289816303",
  "inReplyToUsername": "vo_d_p",
  "author": {
    "type": "user",
    "userName": "rasbt",
    "url": "https://x.com/rasbt",
    "twitterUrl": "https://twitter.com/rasbt",
    "id": "865622395",
    "name": "Sebastian Raschka",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1661187442043486209/a3E4t1eV_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/865622395/1742309979",
    "description": "",
    "location": "United States",
    "followers": 402946,
    "following": 1130,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Sun Oct 07 02:06:16 +0000 2012",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 24169,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 2074,
    "statusesCount": 19456,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1999847254367117736"
    ],
    "profile_bio": {
      "description": "ML/AI research engineer. Ex stats professor.\nAuthor of \"Build a Large Language Model From Scratch\" (https://t.co/O8LAAMRzzW) & reasoning (https://t.co/5TueQKx2Fk)",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [
            {
              "display_url": "amzn.to/4fqvn0D",
              "expanded_url": "https://amzn.to/4fqvn0D",
              "indices": [
                100,
                123
              ],
              "url": "https://t.co/O8LAAMRzzW"
            },
            {
              "display_url": "mng.bz/lZ5B",
              "expanded_url": "https://mng.bz/lZ5B",
              "indices": [
                138,
                161
              ],
              "url": "https://t.co/5TueQKx2Fk"
            }
          ],
          "user_mentions": []
        },
        "url": {
          "urls": [
            {
              "display_url": "sebastianraschka.com",
              "expanded_url": "https://sebastianraschka.com",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/HrtQQ5tgJl"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {},
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "timestamps": [],
    "urls": [
      {
        "display_url": "x.com/rasbt/status/2…",
        "expanded_url": "https://x.com/rasbt/status/2028964398354649395?s=20",
        "indices": [
          8,
          31
        ],
        "url": "https://t.co/NDuY8EULKz"
      }
    ],
    "user_mentions": [
      {
        "id_str": "289816303",
        "indices": [
          0,
          7
        ],
        "name": "D.P",
        "screen_name": "vo_d_p"
      }
    ]
  },
  "quoted_tweet": {
    "type": "tweet",
    "id": "2028964398354649395",
    "url": "https://x.com/rasbt/status/2028964398354649395",
    "twitterUrl": "https://twitter.com/rasbt/status/2028964398354649395",
    "text": "@DnuLkjkjh This one doesn't have MoE; but I have the larger Qwen3's with MoE if you are interested: https://t.co/IcyLHmP4dz",
    "source": "Twitter for iPhone",
    "retweetCount": 1,
    "replyCount": 1,
    "likeCount": 18,
    "quoteCount": 1,
    "viewCount": 3045,
    "createdAt": "Tue Mar 03 22:43:03 +0000 2026",
    "lang": "en",
    "bookmarkCount": 15,
    "isReply": true,
    "inReplyToId": "2028963882895892848",
    "conversationId": "2028961822372425941",
    "displayTextRange": [
      11,
      123
    ],
    "inReplyToUserId": null,
    "inReplyToUsername": null,
    "author": {
      "type": "user",
      "userName": "rasbt",
      "url": "https://x.com/rasbt",
      "twitterUrl": "https://twitter.com/rasbt",
      "id": "865622395",
      "name": "Sebastian Raschka",
      "isVerified": false,
      "isBlueVerified": true,
      "verifiedType": null,
      "profilePicture": "https://pbs.twimg.com/profile_images/1661187442043486209/a3E4t1eV_normal.jpg",
      "coverPicture": "https://pbs.twimg.com/profile_banners/865622395/1742309979",
      "description": "",
      "location": "United States",
      "followers": 402946,
      "following": 1130,
      "status": "",
      "canDm": false,
      "canMediaTag": true,
      "createdAt": "Sun Oct 07 02:06:16 +0000 2012",
      "entities": {
        "description": {
          "urls": []
        },
        "url": {}
      },
      "fastFollowersCount": 0,
      "favouritesCount": 24169,
      "hasCustomTimelines": true,
      "isTranslator": false,
      "mediaCount": 2074,
      "statusesCount": 19456,
      "withheldInCountries": [],
      "affiliatesHighlightedLabel": {},
      "possiblySensitive": false,
      "pinnedTweetIds": [
        "1999847254367117736"
      ],
      "profile_bio": {
        "description": "ML/AI research engineer. Ex stats professor.\nAuthor of \"Build a Large Language Model From Scratch\" (https://t.co/O8LAAMRzzW) & reasoning (https://t.co/5TueQKx2Fk)",
        "entities": {
          "description": {
            "hashtags": [],
            "symbols": [],
            "urls": [
              {
                "display_url": "amzn.to/4fqvn0D",
                "expanded_url": "https://amzn.to/4fqvn0D",
                "indices": [
                  100,
                  123
                ],
                "url": "https://t.co/O8LAAMRzzW"
              },
              {
                "display_url": "mng.bz/lZ5B",
                "expanded_url": "https://mng.bz/lZ5B",
                "indices": [
                  138,
                  161
                ],
                "url": "https://t.co/5TueQKx2Fk"
              }
            ],
            "user_mentions": []
          },
          "url": {
            "urls": [
              {
                "display_url": "sebastianraschka.com",
                "expanded_url": "https://sebastianraschka.com",
                "indices": [
                  0,
                  23
                ],
                "url": "https://t.co/HrtQQ5tgJl"
              }
            ]
          }
        }
      },
      "isAutomated": false,
      "automatedBy": null
    },
    "extendedEntities": {},
    "card": {
      "binding_values": [
        {
          "key": "photo_image_full_size_large",
          "value": {
            "image_value": {
              "height": 419,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=800x419",
              "width": 800
            }
          }
        },
        {
          "key": "thumbnail_image",
          "value": {
            "image_value": {
              "height": 203,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=400x400",
              "width": 400
            }
          }
        },
        {
          "key": "description",
          "value": {
            "string_value": "Implement a ChatGPT-like LLM in PyTorch from scratch, step by step - rasbt/LLMs-from-scratch"
          }
        },
        {
          "key": "domain",
          "value": {
            "string_value": "github.com"
          }
        },
        {
          "key": "thumbnail_image_large",
          "value": {
            "image_value": {
              "height": 305,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=600x600",
              "width": 600
            }
          }
        },
        {
          "key": "summary_photo_image_small",
          "value": {
            "image_value": {
              "height": 202,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=386x202",
              "width": 386
            }
          }
        },
        {
          "key": "thumbnail_image_original",
          "value": {
            "image_value": {
              "height": 900,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=orig",
              "width": 1772
            }
          }
        },
        {
          "key": "site",
          "value": {
            "scribe_key": "publisher_id",
            "user_value": {
              "id_str": "13334762",
              "path": []
            }
          }
        },
        {
          "key": "photo_image_full_size_small",
          "value": {
            "image_value": {
              "height": 202,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=386x202",
              "width": 386
            }
          }
        },
        {
          "key": "summary_photo_image_large",
          "value": {
            "image_value": {
              "height": 419,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=800x419",
              "width": 800
            }
          }
        },
        {
          "key": "thumbnail_image_small",
          "value": {
            "image_value": {
              "height": 73,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=144x144",
              "width": 144
            }
          }
        },
        {
          "key": "thumbnail_image_x_large",
          "value": {
            "image_value": {
              "height": 900,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=png&name=2048x2048_2_exp",
              "width": 1772
            }
          }
        },
        {
          "key": "photo_image_full_size_original",
          "value": {
            "image_value": {
              "height": 900,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=orig",
              "width": 1772
            }
          }
        },
        {
          "key": "photo_image_full_size_alt_text",
          "value": {
            "string_value": "Implement a ChatGPT-like LLM in PyTorch from scratch, step by step - rasbt/LLMs-from-scratch"
          }
        },
        {
          "key": "vanity_url",
          "value": {
            "scribe_key": "vanity_url",
            "string_value": "github.com"
          }
        },
        {
          "key": "photo_image_full_size",
          "value": {
            "image_value": {
              "height": 314,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=600x314",
              "width": 600
            }
          }
        },
        {
          "key": "summary_photo_image_alt_text",
          "value": {
            "string_value": "Implement a ChatGPT-like LLM in PyTorch from scratch, step by step - rasbt/LLMs-from-scratch"
          }
        },
        {
          "key": "thumbnail_image_color",
          "value": {
            "image_color_value": {
              "palette": [
                {
                  "percentage": 96.14,
                  "rgb": {
                    "blue": 255,
                    "green": 255,
                    "red": 255
                  }
                },
                {
                  "percentage": 3.77,
                  "rgb": {
                    "blue": 123,
                    "green": 123,
                    "red": 123
                  }
                }
              ]
            }
          }
        },
        {
          "key": "title",
          "value": {
            "string_value": "LLMs-from-scratch/ch05/11_qwen3/standalone-qwen3-moe-plus-kvcache.ipynb at main Β· rasbt/LLMs-from..."
          }
        },
        {
          "key": "summary_photo_image_color",
          "value": {
            "image_color_value": {
              "palette": [
                {
                  "percentage": 96.14,
                  "rgb": {
                    "blue": 255,
                    "green": 255,
                    "red": 255
                  }
                },
                {
                  "percentage": 3.77,
                  "rgb": {
                    "blue": 123,
                    "green": 123,
                    "red": 123
                  }
                }
              ]
            }
          }
        },
        {
          "key": "summary_photo_image_x_large",
          "value": {
            "image_value": {
              "height": 900,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=png&name=2048x2048_2_exp",
              "width": 1772
            }
          }
        },
        {
          "key": "summary_photo_image",
          "value": {
            "image_value": {
              "height": 314,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=600x314",
              "width": 600
            }
          }
        },
        {
          "key": "photo_image_full_size_color",
          "value": {
            "image_color_value": {
              "palette": [
                {
                  "percentage": 96.14,
                  "rgb": {
                    "blue": 255,
                    "green": 255,
                    "red": 255
                  }
                },
                {
                  "percentage": 3.77,
                  "rgb": {
                    "blue": 123,
                    "green": 123,
                    "red": 123
                  }
                }
              ]
            }
          }
        },
        {
          "key": "photo_image_full_size_x_large",
          "value": {
            "image_value": {
              "height": 900,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=png&name=2048x2048_2_exp",
              "width": 1772
            }
          }
        },
        {
          "key": "card_url",
          "value": {
            "scribe_key": "card_url",
            "string_value": "https://t.co/IcyLHmP4dz"
          }
        },
        {
          "key": "summary_photo_image_original",
          "value": {
            "image_value": {
              "height": 900,
              "url": "https://pbs.twimg.com/card_img/2027336721902219265/FtZEkXHL?format=jpg&name=orig",
              "width": 1772
            }
          }
        }
      ],
      "card_platform": {
        "platform": {
          "audience": {
            "name": "production"
          },
          "device": {
            "name": "iPhone",
            "version": "13"
          }
        }
      },
      "name": "summary_large_image",
      "url": "https://t.co/IcyLHmP4dz",
      "user_refs_results": [
        {
          "rest_id": "13334762",
          "result": {
            "__typename": "User",
            "action_counts": {
              "favorites_count": 8638
            },
            "avatar": {
              "image_url": "https://pbs.twimg.com/profile_images/1633247750010830848/8zfRrYjA_normal.png"
            },
            "banner": {
              "image_url": "https://pbs.twimg.com/profile_banners/13334762/1765308302"
            },
            "core": {
              "created_at": "Mon Feb 11 04:41:50 +0000 2008",
              "name": "GitHub",
              "screen_name": "github"
            },
            "dm_permissions": {
              "can_dm": false
            },
            "exclusive_tweet_following": false,
            "follow_request_sent": false,
            "identity_profile_labels_highlighted_label": {},
            "location": {
              "location": "San Francisco, CA"
            },
            "media_permissions": {
              "can_media_tag": true
            },
            "notifications_settings": {
              "notifications_enabled": false
            },
            "pinned_items": {
              "tweet_ids_str": [
                "2019093909981257849"
              ]
            },
            "privacy": {
              "protected": false,
              "suspended": false
            },
            "private_super_following": false,
            "profile_bio": {
              "description": "The AI-powered developer platform to build, scale, and deliver secure software.",
              "entities": {
                "description": {
                  "hashtags": [],
                  "symbols": [],
                  "urls": [],
                  "user_mentions": []
                },
                "url": {
                  "urls": [
                    {
                      "display_url": "github.com",
                      "expanded_url": "http://github.com",
                      "indices": [
                        0,
                        23
                      ],
                      "url": "https://t.co/bbJgfyzKzp"
                    }
                  ]
                }
              }
            },
            "profile_image_shape": "Square",
            "profile_metadata": {
              "profile_interstitial_type": "",
              "profile_link_color": "981CEB"
            },
            "profile_translation": {
              "translator_type_enum": "None"
            },
            "properties": {
              "has_extended_profile": true
            },
            "relationship_counts": {
              "followers": 2618878,
              "following": 333
            },
            "relationship_perspectives": {
              "blocked_by": false,
              "blocking": false,
              "followed_by": false,
              "following": false,
              "live_following": false,
              "muting": false
            },
            "rest_id": "13334762",
            "smart_blocked_by": false,
            "smart_blocking": false,
            "super_follow_eligible": false,
            "super_followed_by": false,
            "super_following": false,
            "tweet_counts": {
              "media_tweets": 2913,
              "tweets": 10391
            },
            "verification": {
              "is_blue_verified": true,
              "verified": false,
              "verified_type": "Business"
            },
            "website": {
              "url": "https://t.co/bbJgfyzKzp"
            }
          }
        }
      ]
    },
    "place": {},
    "entities": {
      "hashtags": [],
      "symbols": [],
      "timestamps": [],
      "urls": [
        {
          "display_url": "github.com/rasbt/LLMs-fro…",
          "expanded_url": "https://github.com/rasbt/LLMs-from-scratch/blob/main/ch05/11_qwen3/standalone-qwen3-moe-plus-kvcache.ipynb",
          "indices": [
            100,
            123
          ],
          "url": "https://t.co/IcyLHmP4dz"
        }
      ],
      "user_mentions": [
        {
          "id_str": "2162213286",
          "indices": [
            0,
            10
          ],
          "name": "dnu",
          "screen_name": "DnuLkjkjh"
        }
      ]
    },
    "quoted_tweet": null,
    "retweeted_tweet": null,
    "isLimitedReply": false,
    "article": null
  },
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}