In [8]: key_counts = collections.Counter()
...: for d in os.listdir("."):
...: print(f" # {d}")
...: for f in os.listdir(d):
...: print(f" - {f}")
...: listens = open(os.path.join(d, f)).read().splitlines()
...: for l in listens:
...: lj = ujson.loads(l)
...: for k in lj.get("track_metadata", {}).get("additional_info", {}).keys():
...: key_counts[k] += 1
...:
import collections
import os
import concurrent.futures
import dataclasses
import pickle
from tabulate import tabulate
import ujson
from IPython.display import HTML, display
@dataclasses.dataclass
class Results:
# the year that this data was from
year: int
# Number of submissions per submitter client
listening_count: collections.Counter
# Counts of tags per submission tool
tags_per_tool: collections.defaultdict(collections.Counter)
# counts of all tools
counts_all: collections.Counter
def process_month(path) -> Results:
counts_all = collections.Counter()
listening_count = collections.Counter()
tags_per_tool = collections.defaultdict(collections.Counter)
for l in open(path):
lj = ujson.loads(l)
additional = lj.get("track_metadata", {}).get("additional_info", {})
listening_from = additional.get("listening_from")
listening_count[listening_from] += 1
for k in additional.keys():
tags_per_tool[listening_from][k] += 1
counts_all[k] += 1
return Results(year=0, listening_count=listening_count, tags_per_tool=tags_per_tool,
counts_all=counts_all)
def process_year(dirname: str, year: int):
listening_count = collections.Counter()
tags_per_tool = collections.defaultdict(collections.Counter)
counts_all = collections.Counter()
with concurrent.futures.ProcessPoolExecutor(max_workers=12) as executor:
# Start the load operations and mark each future with its URL
files = os.listdir(dirname)
# print("files", files)
future_to_month = {executor.submit(process_month, os.path.join(dirname, f)): f for f in files}
for future in concurrent.futures.as_completed(future_to_month):
file = future_to_month[future]
try:
data = future.result()
except Exception as exc:
print('%s generated an exception: %s' % (file, exc))
else:
listening_count.update(data.listening_count)
counts_all.update(data.counts_all)
for k, v in data.tags_per_tool.items():
tags_per_tool[k].update(v)
return Results(year=year, listening_count=listening_count, tags_per_tool=tags_per_tool,
counts_all=counts_all)
root = "/media/data/listenbrainz-listens-dump-561-20210915-040004-full/listens/"
#path = "2021/4.listens"
#r = process_month(os.path.join(root, path))
results = {}
for year in range(2005, 2022):
print("Year: {}".format(year))
year_result = process_year(os.path.join(root, str(year)), year)
results[year] = year_result
pickle.dump(year_result, open("{}.pickle".format(year), "wb"))
Year: 2005 Year: 2006 Year: 2007 Year: 2008 Year: 2009 Year: 2010 Year: 2011 Year: 2012 Year: 2013 Year: 2014 Year: 2015 Year: 2016 Year: 2017 Year: 2018 Year: 2019 Year: 2020 Year: 2021
# Collate together counts for all years:
listening_count = collections.Counter()
tags_per_tool = collections.defaultdict(collections.Counter)
counts_all = collections.Counter()
for year, data in results.items():
listening_count.update(data.listening_count)
counts_all.update(data.counts_all)
for k, v in data.tags_per_tool.items():
tags_per_tool[k].update(v)
# Some tags are added by LB, so remove them. Also remove listening_from
for k in list(counts_all.keys()):
if k.endswith("_msid"):
del counts_all[k]
if "listening_from" in counts_all:
del counts_all["listening_from"]
for tool, data in tags_per_tool.items():
for k in list(data.keys()):
if k.endswith("_msid"):
del data[k]
if "listening_from" in data:
del data["listening_from"]
ordered_submitters = []
for year, data in results.items():
counts = data.counts_all
for client, clcount in counts.most_common():
if client not in ordered_submitters:
ordered_submitters.append(client)
table_counts_per_year = []
for year, data in results.items():
this_year = [str(year)]
counts = data.counts_all
for cl in ordered_submitters:
if cl in counts:
this_year.append(f"{counts[cl]:,}")
else:
this_year.append("")
table_counts_per_year.append(this_year)
display(HTML(tabulate(table_counts_per_year, headers=["Year"] + ordered_submitters, tablefmt='html')))
Year | artist_msid | release_msid | recording_msid | listening_from | lastfm_artist_mbid | lastfm_track_mbid | recording_mbid | lastfm_release_mbid | artist_mbids | release_mbid | dedup_tag | tags | source | track_length | track_number | date | totaltracks | discnumber | totaldiscs | albumartist | length | tracknumber | isrc | spotify_id | duration_ms | artist_names | spotify_album_id | spotify_artist_ids | release_artist_names | spotify_album_artist_ids | release_artist_name | release_group_mbid | track_mbid | work_mbids | choosen_by_user | duration | disc_number | artists_mbids | album | title | artist | genre | comment | discid | release_artist_name.Songs | release_artist_name.Psych | albumartist.Moonfog Records Presents | release_artist_name.Metalocalypse | release_artist_name.Original Broadway Cast of If/Then | albumartist.Jessye Norman; Pierre Boulez | albumartist.Format | albumartist.Akatsuki Kirika (CV | albumartist.Kashii Airi (CV | albumartist.Maria Cadenzavna Eve (CV | rmq | release_artist_name.Tom Morello | albumartist.Stieber Twins Mit | release_artist_name.Ashley Henry, The RE | release_artist_name.Original Broadway Cast of Chicago | albumartist.Tachibana Makoto (CV | release_artist_name.Jedi Mind Tricks Presents | artist_mbid | rating | k | albumartist.Annie Hall | release_artist_name.Caissie Levy, John Riddle, Male Ensemble - Frozen | release_artist_name.Caissie Levy, Ensemble - Frozen | release_artist_name.Transformers | artists_mbid | origin_url | release_artist | artists | albumartists | musicbrainz_albumartistid | bpm | asin | disc | year | discc | label | media | track | script | trackc | encoder | composer | grouping | language | encodedby | publisher | artistsort | acoustid_id | compilation | description | album artist | discsubtitle | originaldate | artist_credit | catalognumber | releasecountry | albumartistsort | albumartist_credit | musicbrainz_albumid | musicbrainz_trackid | acoustid_fingerprint | musicbrainz_artistid | musicbrainz_albumtype | musicbrainz_albumstatus | musicbrainz_albumcomment | musicbrainz_releasegroupid | arranger | lyricist | composersort | musicbrainz_releasetrackid | brainzplayer_metadata.track_name | brainzplayer_metadata.artist_name | brainzplayer_metadata.release_name |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2005 | 1,357,328 | 1,357,328 | 1,357,328 | 1,357,327 | 1,074,810 | 945,080 | 213,391 | 42,649 | 1 | 1 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2006 | 10,559,436 | 6,575,569 | 10,559,436 | 2,686,669 | 2,086,049 | 1,497,970 | 6,785,486 | 1,279,409 | 1 | 1 | 2,264 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2007 | 16,502,256 | 11,140,437 | 16,502,256 | 4,469,597 | 3,456,367 | 2,323,716 | 10,721,723 | 2,397,715 | 8,367 | 638 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2008 | 20,335,088 | 16,062,698 | 20,335,088 | 5,732,254 | 4,444,923 | 3,171,815 | 13,086,704 | 3,358,831 | 52,227 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2009 | 24,357,961 | 23,534,818 | 24,357,961 | 6,609,720 | 5,070,887 | 3,641,689 | 15,735,178 | 4,374,935 | 79,049 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2010 | 26,645,128 | 25,745,882 | 26,645,128 | 7,069,469 | 5,447,888 | 4,012,349 | 17,015,424 | 4,717,654 | 70,881 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2011 | 28,094,572 | 26,772,283 | 28,094,572 | 7,252,396 | 5,574,538 | 4,038,511 | 17,837,779 | 4,810,559 | 67,098 | 3,271 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2012 | 29,024,620 | 27,350,971 | 29,024,620 | 7,708,597 | 5,968,536 | 4,139,290 | 18,222,531 | 5,100,336 | 101,559 | 3,945 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2013 | 30,496,502 | 28,720,387 | 30,496,502 | 8,006,769 | 6,133,576 | 4,318,277 | 18,949,648 | 5,264,513 | 142,822 | 4,030 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2014 | 33,025,610 | 31,101,125 | 33,025,610 | 8,667,319 | 6,592,160 | 4,505,730 | 20,134,833 | 5,575,389 | 133,831 | 7,187 | 1 | 1 | 1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2015 | 33,855,327 | 31,900,043 | 33,855,327 | 8,745,696 | 6,655,277 | 4,591,890 | 19,025,035 | 5,640,903 | 6 | 3 | 133,824 | 7,025 | 174 | 174 | 25 | 25 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2016 | 35,394,679 | 33,787,674 | 35,394,679 | 8,838,030 | 6,744,901 | 4,577,190 | 18,435,686 | 5,669,271 | 388 | 14 | 179,423 | 5,114 | 778 | 726 | 519 | 464 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2017 | 40,676,222 | 38,965,537 | 40,676,222 | 10,915,102 | 8,434,435 | 5,627,154 | 19,676,126 | 6,964,929 | 19,509 | 19,443 | 153,656 | 23,843 | 8,731 | 7,839 | 8,700 | 33,740 | 26,483 | 18,910 | 18,431 | 19,898 | 751 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2018 | 42,166,544 | 40,563,235 | 42,166,544 | 13,062,411 | 9,890,380 | 6,577,629 | 18,931,299 | 8,245,502 | 127,686 | 104,845 | 568,262 | 83,040 | 44,816 | 44,816 | 44,350 | 172,116 | 144,448 | 185,474 | 98,702 | 110,919 | 158,225 | 110,395 | 93,434 | 84,582 | 84,582 | 84,582 | 84,582 | 84,582 | 84,582 | 84,558 | 74,948 | 70,145 | 10,552 | 311 | 144 | 104 | 52 | 22 | 22 | 22 | 20 | 19 | 13 | 10 | 4 | 4 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2019 | 38,081,658 | 37,083,543 | 38,081,658 | 19,352,708 | 12,650,603 | 8,286,958 | 13,684,882 | 10,564,518 | 181,159 | 198,996 | 366,171 | 83,243 | 159,246 | 148,819 | 138,996 | 168,346 | 135,866 | 2,633,408 | 111,549 | 120,066 | 2,748,392 | 2,559,550 | 2,529,656 | 2,519,603 | 2,519,603 | 2,519,603 | 2,519,521 | 2,519,603 | 2,519,603 | 2,528,391 | 123,298 | 111,125 | 8,940 | 6,512 | 5,641 | 1 | 1 | 1 | 11,156 | 1,294 | 848 | 1 | 1 | 1 | 1 | 1 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2020 | 37,689,809 | 37,273,570 | 37,689,809 | 28,432,647 | 15,164,526 | 11,737,379 | 4,416,725 | 12,738,983 | 449,428 | 637,695 | 102,483 | 41,258 | 618,849 | 519,558 | 512,503 | 307,677 | 236,259 | 7,177,239 | 172,888 | 220,015 | 7,932,345 | 7,059,618 | 7,043,245 | 6,989,826 | 6,989,302 | 6,989,302 | 6,423,039 | 6,989,302 | 6,989,302 | 7,014,216 | 187,143 | 172,732 | 6,317 | 16,283 | 15,972 | 120,173 | 294,112 | 12,378 | 1,466,697 | 9 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2021 | 23,058,300 | 23,058,300 | 23,058,300 | 16,556,956 | 3,938,867 | 3,829,334 | 1,089,761 | 3,317,804 | 631,463 | 806,481 | 24,368 | 432,235 | 462,684 | 431,473 | 362,604 | 269,974 | 9,658,613 | 206,924 | 268,812 | 10,459,646 | 9,486,221 | 9,464,902 | 9,396,195 | 9,396,052 | 9,396,052 | 9,396,052 | 9,396,052 | 9,396,052 | 9,441,763 | 190,996 | 323,147 | 36,201 | 6,463 | 10,744 | 255 | 255 | 286 | 4,184 | 1,488 | 106,283 | 415,683 | 19,576 | 1,826,893 | 4,281 | 1,848 | 309 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 255 | 176 | 176 | 176 | 176 | 4 | 1 | 1 |
# Tags per client
for client, tags in tags_per_tool.items():
table = []
for tag, count in tags.most_common():
table.append([tag, f"{count:,}", round(count*100.0/listening_count[client], 2)])
display(HTML(f"<h2>{client}</h2>"))
display(HTML(f"<p>total submissions: {listening_count[client]:,}</p>"))
display(HTML(tabulate(table, headers=["Tag", "count", "proportion"], tablefmt='html')))
total submissions: 144,387,476
Tag | count | proportion |
---|---|---|
lastfm_artist_mbid | 109,328,723 | 75.72 |
lastfm_release_mbid | 90,063,900 | 62.38 |
lastfm_track_mbid | 77,821,961 | 53.9 |
recording_mbid | 32,839,109 | 22.74 |
dedup_tag | 280,296 | 0.19 |
discnumber | 56 | 0 |
duration_ms | 56 | 0 |
tracknumber | 56 | 0 |
artist_names | 56 | 0 |
spotify_album_id | 56 | 0 |
spotify_artist_ids | 56 | 0 |
release_artist_name | 56 | 0 |
release_artist_names | 56 | 0 |
spotify_album_artist_ids | 56 | 0 |
isrc | 49 | 0 |
spotify_id | 49 | 0 |
total submissions: 305,857,373
Tag | count | proportion |
---|---|---|
recording_mbid | 200,690,284 | 65.62 |
origin_url | 3,293,586 | 1.08 |
dedup_tag | 1,854,024 | 0.61 |
tracknumber | 1,671,612 | 0.55 |
release_mbid | 1,297,832 | 0.42 |
source | 1,263,550 | 0.41 |
track_length | 1,183,717 | 0.39 |
track_number | 1,136,023 | 0.37 |
artist_mbids | 940,563 | 0.31 |
date | 774,851 | 0.25 |
rating | 711,089 | 0.23 |
totaltracks | 619,967 | 0.2 |
albumartist | 538,687 | 0.18 |
track_mbid | 518,568 | 0.17 |
discnumber | 482,414 | 0.16 |
totaldiscs | 459,500 | 0.15 |
release_group_mbid | 458,850 | 0.15 |
tags | 286,957 | 0.09 |
artist_mbid | 237,612 | 0.08 |
isrc | 155,272 | 0.05 |
spotify_id | 141,705 | 0.05 |
release_artist_name | 76,686 | 0.03 |
work_mbids | 34,796 | 0.01 |
k | 32,802 | 0.01 |
duration | 32,501 | 0.01 |
choosen_by_user | 29,569 | 0.01 |
artists | 4,281 | 0 |
genre | 4,204 | 0 |
albumartists | 1,848 | 0 |
comment | 1,507 | 0 |
length | 751 | 0 |
duration_ms | 667 | 0 |
musicbrainz_albumartistid | 309 | 0 |
artist | 308 | 0 |
album | 277 | 0 |
title | 277 | 0 |
bpm | 255 | 0 |
asin | 255 | 0 |
disc | 255 | 0 |
year | 255 | 0 |
discc | 255 | 0 |
label | 255 | 0 |
media | 255 | 0 |
track | 255 | 0 |
script | 255 | 0 |
trackc | 255 | 0 |
encoder | 255 | 0 |
composer | 255 | 0 |
grouping | 255 | 0 |
language | 255 | 0 |
encodedby | 255 | 0 |
publisher | 255 | 0 |
artistsort | 255 | 0 |
acoustid_id | 255 | 0 |
compilation | 255 | 0 |
description | 255 | 0 |
album artist | 255 | 0 |
discsubtitle | 255 | 0 |
originaldate | 255 | 0 |
artist_credit | 255 | 0 |
catalognumber | 255 | 0 |
releasecountry | 255 | 0 |
albumartistsort | 255 | 0 |
albumartist_credit | 255 | 0 |
musicbrainz_albumid | 255 | 0 |
musicbrainz_trackid | 255 | 0 |
acoustid_fingerprint | 255 | 0 |
musicbrainz_artistid | 255 | 0 |
musicbrainz_albumtype | 255 | 0 |
musicbrainz_albumstatus | 255 | 0 |
musicbrainz_albumcomment | 255 | 0 |
musicbrainz_releasegroupid | 255 | 0 |
arranger | 176 | 0 |
lyricist | 176 | 0 |
composersort | 176 | 0 |
musicbrainz_releasetrackid | 176 | 0 |
artists_mbids | 52 | 0 |
discid | 13 | 0 |
release_artist | 9 | 0 |
albumartist.Moonfog Records Presents | 4 | 0 |
albumartist.Jessye Norman; Pierre Boulez | 3 | 0 |
albumartist.Format | 2 | 0 |
rmq | 2 | 0 |
albumartist.Akatsuki Kirika (CV | 1 | 0 |
albumartist.Kashii Airi (CV | 1 | 0 |
albumartist.Maria Cadenzavna Eve (CV | 1 | 0 |
albumartist.Stieber Twins Mit | 1 | 0 |
albumartist.Tachibana Makoto (CV | 1 | 0 |
albumartist.Annie Hall | 1 | 0 |
artists_mbid | 1 | 0 |
total submissions: 721,356
Tag | count | proportion |
---|---|---|
dedup_tag | 35 | 0 |
release_mbid | 9 | 0 |
recording_mbid | 9 | 0 |
release_group_mbid | 2 | 0 |
track_mbid | 1 | 0 |
total submissions: 19,040,896
Tag | count | proportion |
---|---|---|
spotify_id | 18,989,483 | 99.73 |
duration_ms | 18,989,483 | 99.73 |
tracknumber | 18,989,483 | 99.73 |
artist_names | 18,989,483 | 99.73 |
spotify_album_id | 18,989,483 | 99.73 |
release_artist_names | 18,989,483 | 99.73 |
spotify_album_artist_ids | 18,989,483 | 99.73 |
release_artist_name | 18,989,454 | 99.73 |
discnumber | 18,989,379 | 99.73 |
isrc | 18,984,003 | 99.7 |
spotify_artist_ids | 18,423,138 | 96.76 |
dedup_tag | 27,528 | 0.14 |
disc_number | 104 | 0 |
recording_mbid | 28 | 0 |
release_artist_name.Songs | 11 | 0 |
release_artist_name.Psych | 4 | 0 |
release_artist_name.Metalocalypse | 3 | 0 |
release_artist_name.Original Broadway Cast of If/Then | 3 | 0 |
release_artist_name.Original Broadway Cast of Chicago | 2 | 0 |
tags | 1 | 0 |
artist_mbids | 1 | 0 |
release_mbid | 1 | 0 |
release_artist_name.Tom Morello | 1 | 0 |
release_artist_name.Ashley Henry, The RE | 1 | 0 |
release_artist_name.Jedi Mind Tricks Presents | 1 | 0 |
release_artist_name.Caissie Levy, John Riddle, Male Ensemble - Frozen | 1 | 0 |
release_artist_name.Caissie Levy, Ensemble - Frozen | 1 | 0 |
release_artist_name.Transformers | 1 | 0 |
total submissions: 627,351
Tag | count | proportion |
---|---|---|
dedup_tag | 4 | 0 |
total submissions: 295,073
Tag | count | proportion |
---|---|---|
tracknumber | 294,734 | 99.89 |
artist_mbids | 269,793 | 91.43 |
release_mbid | 267,969 | 90.81 |
recording_mbid | 267,853 | 90.78 |
dedup_tag | 30 | 0.01 |
total submissions: 3
Tag | count | proportion |
---|---|---|
tracknumber | 3 | 100 |
isrc | 2 | 66.67 |
total submissions: 2,785
Tag | count | proportion |
---|---|---|
tracknumber | 2,748 | 98.67 |
release_artist_name | 2,732 | 98.1 |
recording_mbid | 2,719 | 97.63 |
artist_mbids | 2,144 | 76.98 |
release_mbid | 2,141 | 76.88 |
release_group_mbid | 2,140 | 76.84 |
isrc | 963 | 34.58 |
track_mbid | 2 | 0.07 |
total submissions: 295,347
Tag | count | proportion |
---|---|---|
tracknumber | 285,745 | 96.75 |
date | 270,584 | 91.62 |
albumartist | 201,023 | 68.06 |
totaltracks | 193,963 | 65.67 |
discnumber | 170,136 | 57.61 |
totaldiscs | 149,483 | 50.61 |
release_mbid | 121,270 | 41.06 |
artist_mbids | 118,719 | 40.2 |
release_group_mbid | 114,732 | 38.85 |
track_mbid | 112,543 | 38.11 |
recording_mbid | 99,859 | 33.81 |
isrc | 75,493 | 25.56 |
work_mbids | 26,553 | 8.99 |
total submissions: 4,810
Tag | count | proportion |
---|---|---|
tracknumber | 4,810 | 100 |
artist_mbids | 3,236 | 67.28 |
release_mbid | 3,235 | 67.26 |
recording_mbid | 3,235 | 67.26 |
source | 324 | 6.74 |
total submissions: 931
Tag | count | proportion |
---|---|---|
tracknumber | 931 | 100 |
total submissions: 52
Tag | count | proportion |
---|---|---|
tracknumber | 52 | 100 |
isrc | 2 | 3.85 |
total submissions: 32,203
Tag | count | proportion |
---|---|---|
discnumber | 32,203 | 100 |
tracknumber | 32,203 | 100 |
artist_mbids | 28,367 | 88.09 |
release_mbid | 28,171 | 87.48 |
recording_mbid | 27,976 | 86.87 |
total submissions: 4
Tag | count | proportion |
---|---|---|
tags | 4 | 100 |
artist_mbids | 4 | 100 |
recording_mbid | 4 | 100 |
release_mbid | 2 | 50 |
total submissions: 23,156
Tag | count | proportion |
---|---|---|
release_mbid | 21,750 | 93.93 |
artist_mbids | 21,725 | 93.82 |
track_mbid | 21,660 | 93.54 |
recording_mbid | 21,318 | 92.06 |
total submissions: 16,383
Tag | count | proportion |
---|---|---|
tracknumber | 16,231 | 99.07 |
release_mbid | 9,262 | 56.53 |
artist_mbids | 9,252 | 56.47 |
track_mbid | 9,199 | 56.15 |
recording_mbid | 9,156 | 55.89 |
total submissions: 15,176
Tag | count | proportion |
---|---|---|
track_mbid | 15,176 | 100 |
artist_mbids | 15,176 | 100 |
release_mbid | 15,176 | 100 |
total submissions: 661
Tag | count | proportion |
---|---|---|
work_mbids | 661 | 100 |
artist_mbids | 661 | 100 |
release_mbid | 661 | 100 |
recording_mbid | 661 | 100 |
release_group_mbid | 661 | 100 |
total submissions: 4
Tag | count | proportion |
---|---|---|
source | 4 | 100 |
origin_url | 4 | 100 |
brainzplayer_metadata.track_name | 4 | 100 |
brainzplayer_metadata.artist_name | 1 | 25 |
brainzplayer_metadata.release_name | 1 | 25 |