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Vinted-data

Vinted data & search from Vinted.fr

Vinted data

Vinted data can be visualized in Google Sheets or in a Google Data Studio report . Those are actualized each day at 09:00 (GMT+2) and stored in Google sheets and in this GitHub repository in the folder DATA.

Currently the BRAND ID is the one that take the most time to collect, as I didn't found a query to get all IDs with only one requests or just a few. Currently, data collection for this identifier is done with a query for each brand (more than 2.000 brands currently).

Currently I investigate the Vinted API to find a better solution than scraping the HTML.

⚠️⚠️⚠️ Warning Countries have been removed from the Vinted responses therefore these are no longer supported ⚠️⚠️⚠️

Vinted search

The Vinted search works perfectly and handle 7 different IDs (catalogs, colors, brands, sizes, materials, status, countries). It returns a dictionary with for the key "items" a list of items found with the Search used. This method can be found within the file collect_data.py. You can therefore use it as follow :

from collect_data import searchVinted

search = searchVinted(
 catalog=[221],
 color=["pink"],
 brand=[53])

This should built the corresponding url : https://www.vinted.fr/vetements?search_text=&per_page=120&page=1&price_from=0&price_to=1000000&currency=EUR&catalog%5B%5D=221&color_id%5B%5D=5&brand_id%5B%5D=53

And returns the following dictionary :

Click to expand!
  {
    "items": {
      "1101845357": {
        "id": 1101845357,
        "title": "#lot t-shirt taille S",
        "brand_id": 53,
        "size_id": 3,
        "status_id": 3,
        "disposal_conditions": 4,
        "user_id": 20178521,
        "owner_id": null,
        "country_id": 16,
        "catalog_id": 221,
        "color1_id": 5,
        "color2_id": null,
        "package_size_id": 1,
        "is_hidden": 0,
        "is_reserved": 0,
        "reserved_for_user_id": null,
        "is_visible": 1,
        "is_unisex": 0,
        "is_closed": 0,
        "is_admin_alerted": false,
        "active_bid_count": 4,
        "favourite_count": 1,
        "view_count": 37,
        "moderation_status": 0,
        "last_push_up_at": "2021-05-19T22:12:03+02:00",
        "description": "#lot 2 t-shirt \nTaille S\nMarque Nike \nKiabi\nBon \u00e9tat\n",
        "package_size_standard": true,
        "item_closing_action": null,
        "related_catalog_ids": [],
        "related_catalogs_enabled": false,
        "size": "S / 36 / 8",
        "brand": "Nike",
        "composition": "",
        "extra_conditions": "",
        "is_for_sell": true,
        "is_for_swap": false,
        "is_for_give_away": false,
        "is_handicraft": false,
        "is_draft": false,
        "label": "Nike",
        "real_value_numeric": null,
        "original_price_numeric": "6.0",
        "currency": "EUR",
        "price_numeric": "4.0",
        "created_at_ts": "2021-05-10T22:28:39+02:00",
        "updated_at_ts": "2021-05-20T18:11:57+02:00",
        "user_updated_at_ts": "2021-05-19T22:12:03+02:00",
        "photos": [
          {
            "id": 4008552810,
            "image_no": 1,
            "width": 370,
            "height": 800,
            "dominant_color": "#BFA2B0",
            "dominant_color_opaque": "#ECE3E7",
            "url": "https://images.vinted.net/thumbs/f800/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-581edff4fe4180816bd16f5a9b9c856677f37018",
            "is_main": true,
            "thumbnails": [
              {
                "type": "thumb70x100",
                "url": "https://images.vinted.net/thumbs/70x100/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-f927fae6158aff3d559bc28b7cc1c5b56b1cf1b2",
                "width": 70,
                "height": 100,
                "original_size": null
              },
              {
                "type": "thumb150x210",
                "url": "https://images.vinted.net/thumbs/150x210/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-fc4d456e8e9da52a18841506acc9facc743c4fe8",
                "width": 150,
                "height": 210,
                "original_size": null
              },
              {
                "type": "thumb310x430",
                "url": "https://images.vinted.net/thumbs/310x430/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-80eabab162dcf13cc89c61bb90b2a97184acf3f2",
                "width": 310,
                "height": 430,
                "original_size": null
              },
              {
                "type": "thumb428x624",
                "url": "https://images.vinted.net/thumbs/f800/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-581edff4fe4180816bd16f5a9b9c856677f37018",
                "width": 197,
                "height": 428,
                "original_size": true
              },
              {
                "type": "thumb624x428",
                "url": "https://images.vinted.net/thumbs/f800/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-581edff4fe4180816bd16f5a9b9c856677f37018",
                "width": 288,
                "height": 624,
                "original_size": true
              },
              {
                "type": "thumb364x428",
                "url": "https://images.vinted.net/thumbs/f800/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-581edff4fe4180816bd16f5a9b9c856677f37018",
                "width": 168,
                "height": 364,
                "original_size": true
              }
            ],
            "high_resolution": {
              "id": "03_02137_aCugnY4Qr9X1izrVPH5Tyb2S",
              "timestamp": 1620678519,
              "orientation": null
            },
            "is_suspicious": false,
            "full_size_url": "https://images.vinted.net/thumbs/03_02137_aCugnY4Qr9X1izrVPH5Tyb2S.jpeg?1620678519-eda50f9bf12b406cc5ef176ff1e18e66e8ee103c",
            "extra": {}
          },
          {
            "id": 4008552811,
            "image_no": 2,
            "width": 370,
            "height": 800,
            "dominant_color": "#827D7D",
            "dominant_color_opaque": "#DAD8D8",
            "url": "https://images.vinted.net/thumbs/f800/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-371caa6d7d4d39fdbcaa8f799dc6d9722bd3f4ca",
            "is_main": false,
            "thumbnails": [
              {
                "type": "thumb70x100",
                "url": "https://images.vinted.net/thumbs/70x100/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-c8899b9190feb8b068536f63864569793b157285",
                "width": 70,
                "height": 100,
                "original_size": null
              },
              {
                "type": "thumb150x210",
                "url": "https://images.vinted.net/thumbs/150x210/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-5d0b56be32c46ec0900ab4531ebd000d2d8b8cbf",
                "width": 150,
                "height": 210,
                "original_size": null
              },
              {
                "type": "thumb310x430",
                "url": "https://images.vinted.net/thumbs/310x430/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-df6045ae2586e6bed842b88eb023be58aeb011e0",
                "width": 310,
                "height": 430,
                "original_size": null
              },
              {
                "type": "thumb428x624",
                "url": "https://images.vinted.net/thumbs/f800/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-371caa6d7d4d39fdbcaa8f799dc6d9722bd3f4ca",
                "width": 197,
                "height": 428,
                "original_size": true
              },
              {
                "type": "thumb624x428",
                "url": "https://images.vinted.net/thumbs/f800/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-371caa6d7d4d39fdbcaa8f799dc6d9722bd3f4ca",
                "width": 288,
                "height": 624,
                "original_size": true
              },
              {
                "type": "thumb364x428",
                "url": "https://images.vinted.net/thumbs/f800/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-371caa6d7d4d39fdbcaa8f799dc6d9722bd3f4ca",
                "width": 168,
                "height": 364,
                "original_size": true
              }
            ],
            "high_resolution": {
              "id": "02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ",
              "timestamp": 1620678519,
              "orientation": null
            },
            "is_suspicious": false,
            "full_size_url": "https://images.vinted.net/thumbs/02_00ac8_d9zx2bQJMc2Ykcu1j9LawZLQ.jpeg?1620678519-9094195efa8b52ca02bf483a40ea65694559a2ff",
            "extra": {}
          },
          {
            "id": 4008552708,
            "image_no": 3,
            "width": 370,
            "height": 800,
            "dominant_color": "#B0A0A6",
            "dominant_color_opaque": "#E7E3E4",
            "url": "https://images.vinted.net/thumbs/f800/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-52862e7f10e029c2d0cfd7c3ddc6ca69fb179bdd",
            "is_main": false,
            "thumbnails": [
              {
                "type": "thumb70x100",
                "url": "https://images.vinted.net/thumbs/70x100/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-86581ed15761f68069fe095fc7fc3a668fee94e3",
                "width": 70,
                "height": 100,
                "original_size": null
              },
              {
                "type": "thumb150x210",
                "url": "https://images.vinted.net/thumbs/150x210/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-bee2818ab38a5c762d4dd77751faf302ac5798ed",
                "width": 150,
                "height": 210,
                "original_size": null
              },
              {
                "type": "thumb310x430",
                "url": "https://images.vinted.net/thumbs/310x430/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-87a4f6cbf75e26989fe71458004869eee3d53796",
                "width": 310,
                "height": 430,
                "original_size": null
              },
              {
                "type": "thumb428x624",
                "url": "https://images.vinted.net/thumbs/f800/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-52862e7f10e029c2d0cfd7c3ddc6ca69fb179bdd",
                "width": 197,
                "height": 428,
                "original_size": true
              },
              {
                "type": "thumb624x428",
                "url": "https://images.vinted.net/thumbs/f800/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-52862e7f10e029c2d0cfd7c3ddc6ca69fb179bdd",
                "width": 288,
                "height": 624,
                "original_size": true
              },
              {
                "type": "thumb364x428",
                "url": "https://images.vinted.net/thumbs/f800/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-52862e7f10e029c2d0cfd7c3ddc6ca69fb179bdd",
                "width": 168,
                "height": 364,
                "original_size": true
              }
            ],
            "high_resolution": {
              "id": "03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c",
              "timestamp": 1620678519,
              "orientation": null
            },
            "is_suspicious": false,
            "full_size_url": "https://images.vinted.net/thumbs/03_00ea1_9kFkgE6SaTRZHVtDBcGjCv7c.jpeg?1620678519-3865fa763d79dc4acac93101b01797ca8da79019",
            "extra": {}
          },
          {
            "id": 4008552790,
            "image_no": 4,
            "width": 370,
            "height": 800,
            "dominant_color": "#E74A7F",
            "dominant_color_opaque": "#F8C9D9",
            "url": "https://images.vinted.net/thumbs/f800/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-15b4cce20c23a1673e06b728f887ed8dadac11fc",
            "is_main": false,
            "thumbnails": [
              {
                "type": "thumb70x100",
                "url": "https://images.vinted.net/thumbs/70x100/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-f7212bddf1fd0ceb012f44f45475e777c695aa06",
                "width": 70,
                "height": 100,
                "original_size": null
              },
              {
                "type": "thumb150x210",
                "url": "https://images.vinted.net/thumbs/150x210/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-12b3c25e14e6237c540e1dc114731385979f9298",
                "width": 150,
                "height": 210,
                "original_size": null
              },
              {
                "type": "thumb310x430",
                "url": "https://images.vinted.net/thumbs/310x430/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-8d28d06d207dda7ce21b17b4512022752bbc5106",
                "width": 310,
                "height": 430,
                "original_size": null
              },
              {
                "type": "thumb428x624",
                "url": "https://images.vinted.net/thumbs/f800/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-15b4cce20c23a1673e06b728f887ed8dadac11fc",
                "width": 197,
                "height": 428,
                "original_size": true
              },
              {
                "type": "thumb624x428",
                "url": "https://images.vinted.net/thumbs/f800/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-15b4cce20c23a1673e06b728f887ed8dadac11fc",
                "width": 288,
                "height": 624,
                "original_size": true
              },
              {
                "type": "thumb364x428",
                "url": "https://images.vinted.net/thumbs/f800/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-15b4cce20c23a1673e06b728f887ed8dadac11fc",
                "width": 168,
                "height": 364,
                "original_size": true
              }
            ],
            "high_resolution": {
              "id": "03_00f12_YDHpVU9NhEBCWiYLhK5jPutG",
              "timestamp": 1620678519,
              "orientation": null
            },
            "is_suspicious": false,
            "full_size_url": "https://images.vinted.net/thumbs/03_00f12_YDHpVU9NhEBCWiYLhK5jPutG.jpeg?1620678519-2288126defd9dc7c64ab18964d0ea6388516b71e",
            "extra": {}
          },
          {
            "id": 4008552722,
            "image_no": 5,
            "width": 370,
            "height": 800,
            "dominant_color": "#E54F83",
            "dominant_color_opaque": "#F7CADA",
            "url": "https://images.vinted.net/thumbs/f800/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-fab362c3cc412b4fa6201d6f0a644728381cd888",
            "is_main": false,
            "thumbnails": [
              {
                "type": "thumb70x100",
                "url": "https://images.vinted.net/thumbs/70x100/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-ca12fa910b4c1ac5348e896f9bbaafe9077ea957",
                "width": 70,
                "height": 100,
                "original_size": null
              },
              {
                "type": "thumb150x210",
                "url": "https://images.vinted.net/thumbs/150x210/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-344a1647fc560d825dede483e4d13a777a326a0b",
                "width": 150,
                "height": 210,
                "original_size": null
              },
              {
                "type": "thumb310x430",
                "url": "https://images.vinted.net/thumbs/310x430/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-975e2cddf5f7b5ada2bd5123edc92ad761bd8564",
                "width": 310,
                "height": 430,
                "original_size": null
              },
              {
                "type": "thumb428x624",
                "url": "https://images.vinted.net/thumbs/f800/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-fab362c3cc412b4fa6201d6f0a644728381cd888",
                "width": 197,
                "height": 428,
                "original_size": true
              },
              {
                "type": "thumb624x428",
                "url": "https://images.vinted.net/thumbs/f800/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-fab362c3cc412b4fa6201d6f0a644728381cd888",
                "width": 288,
                "height": 624,
                "original_size": true
              },
              {
                "type": "thumb364x428",
                "url": "https://images.vinted.net/thumbs/f800/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-fab362c3cc412b4fa6201d6f0a644728381cd888",
                "width": 168,
                "height": 364,
                "original_size": true
              }
            ],
            "high_resolution": {
              "id": "01_02566_RFN9S1ygDEeXAedSxd8M4rWW",
              "timestamp": 1620678519,
              "orientation": null
            },
            "is_suspicious": false,
            "full_size_url": "https://images.vinted.net/thumbs/01_02566_RFN9S1ygDEeXAedSxd8M4rWW.jpeg?1620678519-bd832d86a7fcf35e2f73aaf5aec05c005c432eab",
            "extra": {}
          },
          {
            "id": 4008552836,
            "image_no": 6,
            "width": 370,
            "height": 800,
            "dominant_color": "#DE7B8C",
            "dominant_color_opaque": "#F5D7DD",
            "url": "https://images.vinted.net/thumbs/f800/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-e941719ae5c170d5fdd286771a1b6ba40281bcc0",
            "is_main": false,
            "thumbnails": [
              {
                "type": "thumb70x100",
                "url": "https://images.vinted.net/thumbs/70x100/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-c73dc7c60fa92f5f1c1580aa9983fa3b428fb0cc",
                "width": 70,
                "height": 100,
                "original_size": null
              },
              {
                "type": "thumb150x210",
                "url": "https://images.vinted.net/thumbs/150x210/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-c338e511ee7a3e9fec783af9fbd70905aa27204b",
                "width": 150,
                "height": 210,
                "original_size": null
              },
              {
                "type": "thumb310x430",
                "url": "https://images.vinted.net/thumbs/310x430/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-f1850bbb9ff961b14386e8e57f253a8008d0792a",
                "width": 310,
                "height": 430,
                "original_size": null
              },
              {
                "type": "thumb428x624",
                "url": "https://images.vinted.net/thumbs/f800/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-e941719ae5c170d5fdd286771a1b6ba40281bcc0",
                "width": 197,
                "height": 428,
                "original_size": true
              },
              {
                "type": "thumb624x428",
                "url": "https://images.vinted.net/thumbs/f800/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-e941719ae5c170d5fdd286771a1b6ba40281bcc0",
                "width": 288,
                "height": 624,
                "original_size": true
              },
              {
                "type": "thumb364x428",
                "url": "https://images.vinted.net/thumbs/f800/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-e941719ae5c170d5fdd286771a1b6ba40281bcc0",
                "width": 168,
                "height": 364,
                "original_size": true
              }
            ],
            "high_resolution": {
              "id": "02_02613_AveGZ5bokWFfNbibFfz9yPUj",
              "timestamp": 1620678519,
              "orientation": null
            },
            "is_suspicious": false,
            "full_size_url": "https://images.vinted.net/thumbs/02_02613_AveGZ5bokWFfNbibFfz9yPUj.jpeg?1620678519-93156333e19222b6ab4e48e913fa17424ec653a4",
            "extra": {}
          }
        ],
        "push_up_interval": 604800,
        "can_be_sold": true,
        "can_feedback": false,
        "path": "/femmes/tee-shirts/1101845357-lot-t-shirt-taille-s",
        "possible_to_request_reservation": true,
        "item_reservation_id": null,
        "receiver_id": null,
        "promoted_until": "2021-05-22T22:12:03+02:00",
        "discount_price_numeric": null,
        "badge": null,
        "reservation_requests_from_users": [],
        "material_id": null,
        "author": null,
        "book_title": null,
        "isbn": null,
        "defect_ids": [],
        "user": {
          "id": 20178521,
          "anon_id": "1538b83a-9e3e-4a63-acc8-6c8d45b30dff",
          "login": "david-flo",
          "real_name": null,
          "email": null,
          "birthday": null,
          "gender": "M",
          "item_count": 48,
          "msg_template_count": 2,
          "given_item_count": 87,
          "taken_item_count": 0,
          "favourite_topic_count": 1,
          "forum_msg_count": 3,
          "forum_topic_count": 1,
          "followers_count": 18,
          "following_count": 23,
          "following_brands_count": 0,
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