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Datasets:
kdexd
/
red_caps

Tasks:
Image-to-Text
Sub-tasks:
image-captioning
Languages:
English
Size:
10M<n<100M
ArXiv:
License:
Dataset card Files
xet
Community
5

Convert dataset to Parquet

#5
by davzoku - opened
base: refs/heads/main
←
from: refs/pr/5
Discussion Files changed
+455
-5
Files changed (9) hide show
  1. README.md +9 -4
  2. all/train-00000-of-00007.parquet +3 -0
  3. all/train-00001-of-00007.parquet +3 -0
  4. all/train-00002-of-00007.parquet +3 -0
  5. all/train-00003-of-00007.parquet +3 -0
  6. all/train-00004-of-00007.parquet +3 -0
  7. all/train-00005-of-00007.parquet +3 -0
  8. all/train-00006-of-00007.parquet +3 -0
  9. dataset_infos.json +425 -1
README.md CHANGED
@@ -20,6 +20,7 @@ task_ids:
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  paperswithcode_id: redcaps
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  pretty_name: RedCaps
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  dataset_info:
 
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  features:
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  - name: image_id
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  dtype: string
@@ -393,13 +394,17 @@ dataset_info:
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  dtype: string
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  - name: crosspost_parents
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  sequence: string
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- config_name: all
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  splits:
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  - name: train
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- num_bytes: 3378544525
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  num_examples: 12011121
401
- download_size: 1061908181
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- dataset_size: 3378544525
 
 
 
 
 
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  ---
404
 
405
  # Dataset Card for RedCaps
 
20
  paperswithcode_id: redcaps
21
  pretty_name: RedCaps
22
  dataset_info:
23
+ config_name: all
24
  features:
25
  - name: image_id
26
  dtype: string
 
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  dtype: string
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  - name: crosspost_parents
396
  sequence: string
 
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  splits:
398
  - name: train
399
+ num_bytes: 3235576573
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  num_examples: 12011121
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+ download_size: 1893628404
402
+ dataset_size: 3235576573
403
+ configs:
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+ - config_name: all
405
+ data_files:
406
+ - split: train
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+ path: all/train-*
408
  ---
409
 
410
  # Dataset Card for RedCaps
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dataset_infos.json CHANGED
@@ -1 +1,425 @@
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- {"all": {"description": "RedCaps is a large-scale dataset of 12M image-text pairs collected from Reddit.\nImages and captions from Reddit depict and describe a wide variety of objects and scenes.\nThe data is collected from a manually curated set of subreddits (350 total),\nwhich give coarse image labels and allow steering of the dataset composition\nwithout labeling individual instances.\n", "citation": "@misc{desai2021redcaps,\n title={RedCaps: web-curated image-text data created by the people, for the people},\n author={Karan Desai and Gaurav Kaul and Zubin Aysola and Justin Johnson},\n year={2021},\n eprint={2111.11431},\n archivePrefix={arXiv},\n primaryClass={cs.CV}\n}\n", "homepage": "https://redcaps.xyz/", "license": "CC BY 4.0", "features": {"image_id": {"dtype": "string", "id": null, "_type": "Value"}, "author": {"dtype": "string", "id": null, "_type": "Value"}, "image_url": {"dtype": "string", "id": null, "_type": "Value"}, "raw_caption": {"dtype": "string", "id": null, 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"bostonterrier", "botanicalporn", "breadit", "breakfastfood", "breakfast", "bridgeporn", "brochet", "budgetfood", "budgies", "bulldogs", "burgers", "butterflies", "cabinporn", "cactus", "cakedecorating", "cakewin", "cameras", "campingandhiking", "camping", "carnivorousplants", "carpentry", "carporn", "cassetteculture", "castiron", "castles", "casualknitting", "catpictures", "cats", "ceramics", "chameleons", "charcuterie", "cheesemaking", "cheese", "chefit", "chefknives", "chickens", "chihuahua", "chinchilla", "chinesefood", "churchporn", "cider", "cityporn", "classiccars", "cockatiel", "cocktails", "coffeestations", "coins", "cookiedecorating", "corgi", "cornsnakes", "cozyplaces", "crafts", "crestedgecko", "crochet", "crossstitch", "crows", "crystals", "cupcakes", "dachshund", "damnthatsinteresting", "desertporn", "designmyroom", "desksetup", "dessertporn", "dessert", "diy", "dobermanpinscher", "doggos", "dogpictures", "drunkencookery", "duck", "dumpsterdiving", "earthporn", "eatsandwiches", "embroidery", "entomology", "equestrian", "espresso", "exposureporn", "eyebleach", "f1porn", "farming", "femalelivingspace", "fermentation", "ferrets", "fireporn", "fishing", "fish", "flowers", "flyfishing", "foodporn", "food", "foraging", "fossilporn", "fountainpens", "foxes", "frenchbulldogs", "frogs", "gardening", "gardenwild", "geckos", "gemstones", "geologyporn", "germanshepherds", "glutenfree", "goldenretrievers", "goldfish", "gold", "greatpyrenees", "grilledcheese", "grilling", "guineapigs", "gunporn", "guns", "hamsters", "handtools", "healthyfood", "hedgehog", "helicopters", "herpetology", "hiking", "homestead", "horses", "hotpeppers", "houseplants", "houseporn", "husky", "icecreamery", "indoorgarden", "infrastructureporn", "insects", "instantpot", "interestingasfuck", "interiordesign", "itookapicture", "jellyfish", "jewelry", "kayakfishing", "kayaking", "ketorecipes", "knifeporn", "knives", "labrador", "leathercraft", "leopardgeckos", "lizards", "lookatmydog", "macarons", "machineporn", "macroporn", "malelivingspace", "mead", "mealprepsunday", "mechanicalkeyboards", "mechanicalpencils", "melts", "metalworking", "microgreens", "microporn", "mildlyinteresting", "mineralporn", "monitors", "monstera", "mostbeautiful", "motorcycleporn", "muglife", "mushroomgrowers", "mushroomporn", "mushrooms", "mycology", "natureisfuckinglit", "natureporn", "nebelung", "orchids", "otters", "outdoors", "owls", "parrots", "pelletgrills", "pens", "perfectfit", "permaculture", "photocritique", "photographs", "pics", "pitbulls", "pizza", "plantbaseddiet", "plantedtank", "plantsandpots", "plants", "pomeranians", "pottery", "pourpainting", "proplifting", "pugs", "pug", "quilting", "rabbits", "ramen", "rarepuppers", "reeftank", "reptiles", "resincasting", "roomporn", "roses", "rottweiler", "ruralporn", "sailing", "salsasnobs", "samoyeds", "savagegarden", "scotch", "seaporn", "seriouseats", "sewing", "sharks", "shiba", "shihtzu", "shrimptank", "siamesecats", "siberiancats", "silverbugs", "skyporn", "sloths", "smoking", "snails", "snakes", "sneakers", "sneks", "somethingimade", "soup", "sourdough", "sousvide", "spaceporn", "spicy", "spiderbro", "spiders", "squirrels", "steak", "streetphotography", "succulents", "superbowl", "supermodelcats", "sushi", "tacos", "tarantulas", "tastyfood", "teaporn", "tea", "tequila", "terrariums", "thedepthsbelow", "thriftstorehauls", "tinyanimalsonfingers", "tonightsdinner", "toolporn", "tools", "torties", "tortoise", "tractors", "trailrunning", "trains", "trucks", "turtle", "underwaterphotography", "upcycling", "urbanexploration", "urbanhell", "veganfoodporn", "veganrecipes", "vegetablegardening", "vegetarian", "villageporn", "vintageaudio", "vintage", "vinyl", "volumeeating", "watches", "waterporn", "weatherporn", "wewantplates", "wildernessbackpacking", "wildlifephotography", "wine", "winterporn", "woodcarving", "woodworking", "workbenches", "workspaces", "yarnaddicts", "zerowaste"], "id": null, "_type": 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"size_in_bytes": 4440452706}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "all": {
3
+ "description": "RedCaps is a large-scale dataset of 12M image-text pairs collected from Reddit.\nImages and captions from Reddit depict and describe a wide variety of objects and scenes.\nThe data is collected from a manually curated set of subreddits (350 total),\nwhich give coarse image labels and allow steering of the dataset composition\nwithout labeling individual instances.\n",
4
+ "citation": "@misc{desai2021redcaps,\n title={RedCaps: web-curated image-text data created by the people, for the people},\n author={Karan Desai and Gaurav Kaul and Zubin Aysola and Justin Johnson},\n year={2021},\n eprint={2111.11431},\n archivePrefix={arXiv},\n primaryClass={cs.CV}\n}\n",
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+ "homepage": "https://redcaps.xyz/",
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+ "license": "CC BY 4.0",
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+ "features": {
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+ "caption": {
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+ "dtype": "string",
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+ "_type": "Value"
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+ },
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+ "subreddit": {
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+ "names": [
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+ "abandonedporn",
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+ "abandoned",
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+ "absoluteunits",
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+ "airplants",
34
+ "alltheanimals",
35
+ "amateurphotography",
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+ "amateurroomporn",
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+ "animalporn",
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+ "antiques",
39
+ "antkeeping",
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+ "ants",
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+ "aquariums",
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+ "architectureporn",
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+ "artefactporn",
44
+ "astronomy",
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+ "astrophotography",
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+ "australiancattledog",
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+ "australianshepherd",
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+ "autumnporn",
49
+ "averagebattlestations",
50
+ "awwducational",
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+ "awwnverts",
52
+ "axolotls",
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+ "backpacking",
54
+ "backyardchickens",
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+ "baking",
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+ "ballpython",
57
+ "barista",
58
+ "bassfishing",
59
+ "battlestations",
60
+ "bbq",
61
+ "beagle",
62
+ "beardeddragons",
63
+ "beekeeping",
64
+ "beerandpizza",
65
+ "beerporn",
66
+ "beerwithaview",
67
+ "beginnerwoodworking",
68
+ "bengalcats",
69
+ "bento",
70
+ "bernesemountaindogs",
71
+ "berries",
72
+ "bettafish",
73
+ "bicycling",
74
+ "bikecommuting",
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+ "birding",
76
+ "birdphotography",
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+ "birdpics",
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+ "birdsofprey",
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+ "birds",
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+ "blackcats",
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+ "blacksmith",
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+ "bladesmith",
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+ "boatporn",
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+ "bonsai",
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+ "bookporn",
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+ "bookshelf",
87
+ "bordercollie",
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+ "bostonterrier",
89
+ "botanicalporn",
90
+ "breadit",
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+ "breakfastfood",
92
+ "breakfast",
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+ "bridgeporn",
94
+ "brochet",
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+ "budgetfood",
96
+ "budgies",
97
+ "bulldogs",
98
+ "burgers",
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+ "butterflies",
100
+ "cabinporn",
101
+ "cactus",
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+ "cakedecorating",
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+ "cakewin",
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+ "cameras",
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+ "campingandhiking",
106
+ "camping",
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+ "carnivorousplants",
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+ "carpentry",
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+ "carporn",
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+ "cassetteculture",
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+ "castiron",
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+ "castles",
113
+ "casualknitting",
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+ "catpictures",
115
+ "cats",
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+ "ceramics",
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+ "chameleons",
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+ "charcuterie",
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+ "cheesemaking",
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+ "cheese",
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+ "chefit",
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+ "chefknives",
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+ "chickens",
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+ "chihuahua",
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+ "chinchilla",
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+ "chinesefood",
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+ "churchporn",
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+ "cider",
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+ "cityporn",
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+ "classiccars",
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+ "cockatiel",
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+ "cocktails",
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+ "coffeestations",
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+ "coins",
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+ "cookiedecorating",
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+ "corgi",
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+ "cornsnakes",
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+ "cozyplaces",
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+ "crafts",
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+ "crestedgecko",
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+ "crochet",
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+ "crossstitch",
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+ "crows",
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+ "crystals",
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+ "cupcakes",
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+ "dachshund",
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+ "damnthatsinteresting",
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+ "desertporn",
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+ "designmyroom",
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+ "desksetup",
151
+ "dessertporn",
152
+ "dessert",
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+ "diy",
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+ "dobermanpinscher",
155
+ "doggos",
156
+ "dogpictures",
157
+ "drunkencookery",
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+ "duck",
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+ "dumpsterdiving",
160
+ "earthporn",
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+ "eatsandwiches",
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+ "embroidery",
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+ "entomology",
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+ "equestrian",
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+ "espresso",
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+ "exposureporn",
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+ "eyebleach",
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+ "f1porn",
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+ "farming",
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+ "femalelivingspace",
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+ "fermentation",
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+ "ferrets",
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+ "fireporn",
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+ "fishing",
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+ "fish",
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+ "flowers",
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+ "flyfishing",
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+ "foodporn",
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+ "food",
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+ "foraging",
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+ "fossilporn",
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+ "fountainpens",
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+ "foxes",
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+ "frenchbulldogs",
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+ "frogs",
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+ "gardening",
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+ "gardenwild",
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+ "geckos",
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+ "gemstones",
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+ "geologyporn",
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+ "germanshepherds",
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+ "glutenfree",
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+ "goldenretrievers",
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+ "goldfish",
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+ "gold",
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+ "greatpyrenees",
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+ "grilledcheese",
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+ "grilling",
199
+ "guineapigs",
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+ "gunporn",
201
+ "guns",
202
+ "hamsters",
203
+ "handtools",
204
+ "healthyfood",
205
+ "hedgehog",
206
+ "helicopters",
207
+ "herpetology",
208
+ "hiking",
209
+ "homestead",
210
+ "horses",
211
+ "hotpeppers",
212
+ "houseplants",
213
+ "houseporn",
214
+ "husky",
215
+ "icecreamery",
216
+ "indoorgarden",
217
+ "infrastructureporn",
218
+ "insects",
219
+ "instantpot",
220
+ "interestingasfuck",
221
+ "interiordesign",
222
+ "itookapicture",
223
+ "jellyfish",
224
+ "jewelry",
225
+ "kayakfishing",
226
+ "kayaking",
227
+ "ketorecipes",
228
+ "knifeporn",
229
+ "knives",
230
+ "labrador",
231
+ "leathercraft",
232
+ "leopardgeckos",
233
+ "lizards",
234
+ "lookatmydog",
235
+ "macarons",
236
+ "machineporn",
237
+ "macroporn",
238
+ "malelivingspace",
239
+ "mead",
240
+ "mealprepsunday",
241
+ "mechanicalkeyboards",
242
+ "mechanicalpencils",
243
+ "melts",
244
+ "metalworking",
245
+ "microgreens",
246
+ "microporn",
247
+ "mildlyinteresting",
248
+ "mineralporn",
249
+ "monitors",
250
+ "monstera",
251
+ "mostbeautiful",
252
+ "motorcycleporn",
253
+ "muglife",
254
+ "mushroomgrowers",
255
+ "mushroomporn",
256
+ "mushrooms",
257
+ "mycology",
258
+ "natureisfuckinglit",
259
+ "natureporn",
260
+ "nebelung",
261
+ "orchids",
262
+ "otters",
263
+ "outdoors",
264
+ "owls",
265
+ "parrots",
266
+ "pelletgrills",
267
+ "pens",
268
+ "perfectfit",
269
+ "permaculture",
270
+ "photocritique",
271
+ "photographs",
272
+ "pics",
273
+ "pitbulls",
274
+ "pizza",
275
+ "plantbaseddiet",
276
+ "plantedtank",
277
+ "plantsandpots",
278
+ "plants",
279
+ "pomeranians",
280
+ "pottery",
281
+ "pourpainting",
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+ "proplifting",
283
+ "pugs",
284
+ "pug",
285
+ "quilting",
286
+ "rabbits",
287
+ "ramen",
288
+ "rarepuppers",
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+ "reeftank",
290
+ "reptiles",
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+ "resincasting",
292
+ "roomporn",
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+ "roses",
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+ "rottweiler",
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+ "ruralporn",
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+ "sailing",
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+ "salsasnobs",
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+ "samoyeds",
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+ "savagegarden",
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+ "scotch",
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+ "seaporn",
302
+ "seriouseats",
303
+ "sewing",
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+ "sharks",
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