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You can treat imageboard pool as a distributed redundant image database.
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BOORU_*.tsv - items identified by MD5, partitioned by 1-st symbol with direct URLs and key supplementary info :
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- initially grabbed from
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* DANB = danbooru.donmai.us
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* GLB = gelbooru.com
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* SB = safebooru.org
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* SNK = chan.sankakucomplex.com
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* TBIB = tbib.org
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* YNDR = yande.re
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* APIC = anime-pictures.net
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* KONA = konachan.com
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* E621 = e621.net
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* ZERO = zerochan.net
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* ESS = e-shuushuu.net
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- got from ~~mythical~~unrealeased composite TORRent archive being built over
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* e-shuushuu -1
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* e-shuushuu 2013 -2
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* e-shuushuu 2013s -3
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* e-shuushuu 2014 -4 joined into https://nyaa.si/view/513582
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* e-shuushuu 2015 - https://nyaa.si/view/771715 (also duplicates 2014)
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* e-shuushuu 2016 -1
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* e-shuushuu 2017 -2
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* e-shuushuu 2018 -3 joined into https://www.acgnx.se/show-cceb3260269b5423cbd7f8d59f2c84531750923b.html
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* e-shuushuu_2020 - https://nyaa.si/view/1323390
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* e-shuushuu_2023 - https://nyaa.si/view/1623787
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* e621 TBIB - https://nyaa.si/view/1584978
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* Safebooru 1280 -1
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* Safebooru 1280 b -2
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* Safebooru pages -3 joined into https://nyaa.si/view/719463
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* Safebooru 2M - https://nyaa.si/view/891391
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* Safebooru 2017 -1
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* Safebooru 2018 -2 joined into https://nyaa.si/view/1181364
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* Safebooru 2019 - https://nyaa.si/view/1202653 (actual composite rip sequence)
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* Safebooru 2020a - https://nyaa.si/view/1227047
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* Safebooru 2020b - https://nyaa.si/view/1265063
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* Safebooru 2020c - https://nyaa.si/view/1291697
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* Safebooru 2020d - https://nyaa.si/view/1340980
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* Safebooru 2021a - https://nyaa.si/view/1376135
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* Safebooru 2021b - https://nyaa.si/view/1409571
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* Safebooru 2021c - https://nyaa.si/view/1452049
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* Safebooru 2021d - https://nyaa.si/view/1462329
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* Safebooru 2022a - https://nyaa.si/view/1486179
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* Safebooru 2022b - https://nyaa.si/view/1539363
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* Safebooru 2022c - https://nyaa.si/view/1574093
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* Safebooru 2022d - https://nyaa.si/view/1634287
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* Safebooru 2023a - https://nyaa.si/view/1720018
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* Safebooru 2023b - https://nyaa.si/view/1727186
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* Safebooru 2023c - https://nyaa.si/view/1733499
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* Sankaku 2013 wallsHD - https://rutracker.org/forum/viewtopic.php?t=4621394
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* Sankaku 2014 -1
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* Sankaku 2015 -2
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* Sankaku 2015b -3 joined into https://nyaa.si/view/750972
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* Sankaku 2016a -1
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* Sankaku 2016b -2
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* Sankaku 2016c -3 joined into https://nyaa.si/view/875411
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* zerochan - https://rutracker.org/forum/viewtopic.php?t=3473348
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* zerochan_2014s - https://nyaa.si/view/1336359 (downsize to 1920 px, PNG -> JPG)
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* zerochan_2016 - https://nyaa.si/view/1313832
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* zerochan-2017 - https://rutracker.org/forum/viewtopic.php?t=5478026
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* zerochan_2020 - https://nyaa.si/view/1304539 (600+ GB!, lots of PNG)
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- got from BOORU CHARS sampled releases
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* BCT = BOORU CHARS 2021
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* BCO = BOORU CHARS 2015
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* BCN = BOORU CHARS 2022
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* BCB = BOORU CHARS 2023
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17.733.350 items identified by MD5 (BOORU_*.tsv) of which 4.937.403 are TORR-ed, 3.065.969 BC-ed.
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FMD5 - key
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FSIZE - file size in bytes if available in imageboard metadata
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IW - image width
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IH - image height
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IFMT - file format, may be not an image (video, zip)
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DANB_ID - Danbooru post id
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DANB_DT - posting date
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DANB_S - user score
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DANB_R - rating (1-letter) Safe, Questionable, Explicit, General
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DANB_URL - direct image URL
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GLB_ID,GLB_DT,GLB_S,GLB_R,GLB_URL - the same for gelbooru
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SB_ID,SB_DT,SB_URL - for safebooru, low user activity make score useless, rating treated as Safe
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SNK_ID,SNK_DT,SNK_S,SNK_R - chan.sankaku no URL available, partial data
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TBIB_ID,TBIB_DT,TBIB_R,TBIB_URL - low user activity
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YNDR_ID,YNDR_DT,YNDR_S,YNDR_R,YNDR_URL - the same for yande.re
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APIC_ID,APIC_DT,APIC_S,APIC_R,APIC_URL - see imageboards coding above
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KONA_ID,KONA_DT,KONA_S,KONA_R,KONA_URL -
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E621_ID,E621_DT,E621_S,E621_R,E621_URL -
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ZERO_ID,ZERO_DT,ZERO_URL - the same for zerochan, no rating (treated as Safe), no user score
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ESS_ID,ESS_DT,ESS_S,ESS_URL - rating treated as Safe
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BC - BOORU CHAR entry (3-letter, see above)
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BC_FNAME - file name with path
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BC_IW - sampled image width
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BC_IH - sampled image height
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BC_FSIZE - sampled file size
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TORR - earliest torrents with this image, see coding above
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TORR_FNAME - torrent file name with path
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TORR_DT - file date in torrent
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TORR_IW - image width
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TORR_IH - image height
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TORR_FSIZE - file size
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TORR_SRC - torrent entry found via MD5 or BOORU + ID
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BOORU_TG.tsv is a tag catalog across imageboards used
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TAG - text tag @ booru, lowercased (ESS,ZERO), spaces replaced by underscore, maybe damaged/truncated (ZERO)
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CAT - tag category as of DANBOORU notation (3=copyright, 4=character, 1=artist, 0=general, 5=others)
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DANB_TAG_ID - tag ID on DANBOORU (optional)
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TAG_GROUP - generalised "franchise" tag for copyright / character or artist
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CNT_MAX - maximum tag count across imageboards
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USEIT - flag to use tag in list (see below)
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DANB_CNT,GLB_CNT,SB_CNT,SNK_CNT,TBIB_CNT,YNDR_CNT,APIC_CNT
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KONA_CNT,E621_CNT,ZERO_CNT,ESS_CNT - tag count by imageboard
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Here are 1.014.481 tags listed.
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BOORU_*_TG.tsv is a correlated artist / copyright / character tag list partitioned
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FMD5 - key
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CAT - tag category (3=copyright, 4=character, 1=artist)
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TAG - text tag
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TAG_STAT - string description where tag was found and tag popularity (max count), see an example below
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TAG_GROUP - generalised "franchise" tag to detect real crossovers among synonimic ones
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Here are 16.255.277 artist tags and 47.644.907 copyright / character ones.
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Following is an example for popular crossover image "8fffae01655f76969e238d429d5d8ab8"
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A record from BOORU_8.tsv contains a lot of valid URLs and point out :
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- image ogigination (e-shuushuu) and crossposting sequence
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- score (safe) and user rating (rather low) among imageboards
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- location in torrent (unchanged JPG got from safebooru) and BOORU_CHARS (2021)
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- ZERO_ID not accompanied with other metadata, not a rare case for zerochan
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FMD5 = 8fffae01655f76969e238d429d5d8ab8
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FSIZE = 515518
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IW = 1100
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IH = 1500
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IFMT = JPG
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DANB_ID = 833334
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DANB_DT = 19.01.2011 2:02:40
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DANB_S = 8
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DANB_R = s
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DANB_URL = https://cdn.donmai.us/original/8f/ff/8fffae01655f76969e238d429d5d8ab8.jpg
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GLB_ID = 1040162
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GLB_DT = 19.01.2011 14:32:01
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GLB_S = 3
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GLB_R = s
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GLB_URL = https://img3.gelbooru.com/images/8f/ff/8fffae01655f76969e238d429d5d8ab8.jpg
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SB_ID = 547977
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SB_DT = 19.01.2011 7:30:29
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SB_URL = https://safebooru.org/images/545/bd5a7c034d989c10f3f78c6b18edecbb920b2a22.jpg
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SNK_ID = 939572
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SNK_DT = 19.01.2011 6:33:55
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SNK_S = 1
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SNK_R = s
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TBIB_ID =
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TBIB_DT =
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TBIB_R =
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TBIB_URL =
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YNDR_ID =
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YNDR_DT =
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YNDR_S =
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YNDR_R =
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YNDR_URL =
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APIC_ID = 104909
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APIC_DT = 23.01.2011
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APIC_S = 11
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APIC_R = g
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APIC_URL = https://anime-pictures.net/pictures/get_image/104909-1100x1500-sleeping beauty-sound horizon-marchen-snow white-minazuki kurisu-tall image.jpg
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KONA_ID =
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KONA_DT =
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KONA_S =
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KONA_R =
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KONA_URL =
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E621_ID =
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E621_DT =
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E621_S =
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E621_R =
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E621_URL =
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ZERO_ID = 424897
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ZERO_DT =
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ZERO_URL =
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ESS_ID = 362038
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ESS_DT = 11.01.2011 21:02:00
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ESS_S = 18
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ESS_URL = http://e-shuushuu.net/images/2011-01-11-362038.jpeg
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BC = BCT
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BC_IW = 939
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BC_IH = 1280
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BC_FSIZE = 448343
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BC_FNAME = 2016-7x10\R28\safebooru.org - 547977 - hansel and gretel ido e itaru mori e itaru ido marchen sleeping beauty sound horizon ~ alte rose aohigeko buranko (marchen) dornroschen dwarf (grimm) elis [ESS].jpg
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TORR = Safebooru pages
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TORR_IW = 1100
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TORR_IH = 1500
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TORR_FSIZE = 515518
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TORR_FNAME = 054xxxx\safebooru.org - 547977 - hansel and gretel ido e itaru mori e itaru ido marchen sleeping beauty sound horizon ~ alte rose aohigeko buranko (marchen) dornroschen dwarf (grimm) elis [ess].jpg
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TORR_FMD5 = 8fffae01655f76969e238d429d5d8ab8
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TORR_DT = 22.03.2015 20:47:57
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TORR_SRC = MD5
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Using the combined tag list BOORU_8_TG.tsv we can discover by-source tagging completeness and differences
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including tag synonyms (with prevalence) and franchise grouping (the case is a real non synonimic crossover).
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Of course, tags grouping and correlation is not perfect - as a tagging by itself.
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1 mamako ESS [450]
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1 minazuki_kurisu APIC,DANB,GLB,SB,SNK,ZERO [25] minazuki_kurisu
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3 sound_horizon APIC,DANB,ESS,GLB,SB,SNK,ZERO [10230] sound_horizon
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3 marchen APIC,DANB,GLB,SB,SNK,ZERO [2086] sound_horizon
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3 snow_white APIC,SNK,ZERO [1119] grimm's_fairy_tales
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3 snow_white_and_the_seven_dwarfs SNK [886] grimm's_fairy_tales
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3 sleeping_beauty APIC,DANB,GLB,SB,SNK [669] disney
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3 grimm's_fairy_tales DANB [611] grimm's_fairy_tales
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3 hansel_and_gretel DANB,GLB,SB,SNK [98] grimm's_fairy_tales
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3 ido_e_itaru_mori_e_itaru_ido DANB,GLB,SB,SNK [61] sound_horizon
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4 elisabeth_von_wettin DANB,ESS,GLB,SB,SNK,ZERO [1403] sound_horizon
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4 marchen_von_friedhof DANB,ESS,GLB,SB,SNK,ZERO [1389] sound_horizon
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4 elise ESS [1155]
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4 elise_(sound_horizon) ZERO [739] sound_horizon
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4 schneewittchen DANB,ESS,GLB,SB,SNK,ZERO [694] sound_horizon
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4 gretel ESS [584] grimm's_fairy_tales
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4 elyse DANB,GLB,SB,SNK [539] sound_horizon
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4 nobarahime ESS [395]
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4 idoko DANB,GLB,SB,SNK,ZERO [334] sound_horizon
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4 tettere_(sound_horizon) ZERO [332] sound_horizon
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4 tettere DANB,GLB,SB,SNK [273] sound_horizon
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4 dornroschen_(sound_horiz ZERO [255] sound_horizon
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4 buran-ko SNK,ZERO [217] sound_horizon
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4 therese_von_ludowing DANB,ESS,GLB,SB,SNK,ZERO [210] sound_horizon
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4 aohigeko DANB,GLB,SB,SNK,ZERO [168] sound_horizon
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4 hansel ESS [152] grimm's_fairy_tales
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4 alte_rose DANB,ESS,GLB,SB,SNK,ZERO [84] sound_horizon
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4 bluebeard ESS [66] sound_horizon
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4 dornroschen DANB,GLB,SB,SNK [44] sound_horizon
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4 buranko_(marchen) DANB,GLB,SB,SNK [35] sound_horizon
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4 gretel_(grimm) DANB,GLB,SB,SNK [32] grimm's_fairy_tales
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4 nun_(marchen) DANB,GLB,SB,SNK [30] sound_horizon
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4 hansel_(grimm) DANB,GLB,SB,SNK [29] grimm's_fairy_tales
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4 mother_holle ESS,ZERO [28]
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4 dwarf_(grimm) DANB,GLB,SB,SNK [23] grimm's_fairy_tales
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4 the_landlady ZERO [16]
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For reference - BOORU_CHARS 2021 info (look into readme of that torrent for details)
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BOORU = safebooru.org
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FID = 547977
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IPATH = 2016-7x10\R28
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FNAME = safebooru.org - 547977 - hansel and gretel ido e itaru mori e itaru ido marchen sleeping beauty sound horizon ~ alte rose aohigeko buranko (marchen) dornroschen dwarf (grimm) elis [ESS].jpg
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S_FSIZE = 448343
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S_ISIZE = 939x1280
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S_JQ = 91
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R_ALL = -28413
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TENTR = 0,834918
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R_ENTR = -24823
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TSKEW = -0,100532
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TSTDDEV = 0,300524
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R_SDEV = -23287
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TCOLORS = 206361
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R_COLOR = -31496
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MEANG = 0,0939514
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R_MEANG = -24334
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EDGE = 0,308148
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R_EDGE = -30068
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O_FSIZE = 515518
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O_ISIZE = 1100x1500
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O_JQ = 91
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O_FMD5 = 8fffae01655f76969e238d429d5d8ab8
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P_DT = 19.01.2011
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RATN = s
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SCOR = 0
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FAVS = 0
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FEXT = jpg
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P_FSIZE =
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P_ISIZE =
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P_FMD5 =
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BOUNDBOX = 936x1280+0+0
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TAGS_C = 5
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TAGS_P = 15
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TAGS_A = 1
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TAGS_G = 24
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TAGS_X = 1
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TXSIZE = 0,02987
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TXCNT = 9
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YCOMP =
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YFACE =
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YFACEJ =
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YFMAX =
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YFAVG =
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