diff --git "a/valid.tsv" "b/valid.tsv"
new file mode 100644--- /dev/null
+++ "b/valid.tsv"
@@ -0,0 +1,5720 @@
+id	artist_id	album_id	durationInSec	genres	instruments	moods	chunk_nr
+973758	375104	114654	114.6	[]	[]	['christmas']	0
+1396664	495239	163579	170.3	[]	[]	['christmas']	0
+1396674	495239	163579	214.3	[]	[]	['christmas']	0
+1397366	444361	163644	117.5	[]	[]	['christmas', 'peaceful', 'holiday', 'joyful']	0
+199625	339604	29643	313.6	[]	[]	['dream']	0
+205437	4965	31328	308.0	[]	[]	['dream']	0
+212535	4965	31328	507.0	[]	[]	['dream']	0
+250160	4965	36034	527.9	[]	[]	['dream']	0
+250990	4965	36179	544.4	[]	[]	['dream']	0
+391418	4965	49270	222.0	[]	[]	['dream']	0
+1400508	1336	163917	87.9	[]	[]	['dream']	0
+989828	375104	116448	103.9	[]	[]	['epic', 'adventure']	0
+660435	8094	76631	246.0	[]	[]	['film']	0
+660479	8094	76631	171.4	[]	[]	['film']	0
+1133289	435483	135947	78.9	[]	[]	['happy', 'uplifting', 'corporate', 'commercial', 'motivation']	0
+40156	5634	4939	263.9	[]	[]	['love']	0
+125932	337799	17676	907.7	[]	[]	['meditative']	0
+182155	4965	27299	1372.0	[]	[]	['meditative']	0
+263335	2999	37602	433.1	[]	[]	['meditative']	0
+1399366	495474	163806	59.5	[]	[]	['relaxation']	0
+1400503	1336	163917	149.4	[]	[]	['relaxing', 'quiet']	0
+251669	344921	36197	138.2	[]	[]	['retro']	0
+1399371	495474	163806	279.4	[]	[]	['spiritual', 'relaxation']	0
+1404917	495923	164277	99.0	[]	[]	['tv']	0
+173506	340578	28297	178.9	[]	['bass', 'guitar', 'acousticguitar', 'keyboard', 'electricpiano', 'pipeorgan', 'slideguitar']	[]	0
+22548	1968	3125	176.1	[]	['guitar', 'flute']	[]	0
+412412	352984	50925	326.0	[]	['guitar']	['spiritual']	1
+116856	337573	15791	169.3	[]	['piano']	[]	1
+117326	337573	15791	215.8	[]	['piano']	[]	1
+608962	361274	70504	230.5	[]	['piano', 'synthesizer', 'computer']	[]	1
+753082	367733	88105	168.5	[]	['piano']	[]	1
+759872	362548	88873	338.4	[]	['piano']	[]	1
+1121871	443601	134053	98.4	[]	['piano']	[]	1
+1147137	452922	137537	77.4	[]	['piano']	[]	1
+368148	351312	47370	351.9	[]	['piano']	['melodic']	1
+1420798	361442	165710	328.8	[]	['pianosolo']	[]	1
+1393709	494723	163324	185.7	[]	['synth', 'sampler', 'guitare', 'violon']	[]	1
+1082105	439398	128916	62.9	[]	['synthesizer', 'drum', 'electricguitar', 'violin', 'cello', 'trumpet', 'orchestra', 'trombone', 'viola', 'timpani', 'cymbal', 'tuba']	['movie', 'trailermusic']	1
+250748	344884	36087	180.9	[]	['synthesizer', 'computer']	['space']	1
+1281243	482680	152817	216.3	['80s', 'eletronica', 'newwave']	[]	[]	1
+1281570	362862	152948	86.0	['90s', 'gospel', 'acidrock']	[]	[]	1
+165029	4590	24185	260.4	['acidjazz']	[]	[]	1
+165054	4590	24185	220.7	['acidjazz']	[]	[]	1
+165063	4590	24185	252.4	['acidjazz']	[]	[]	1
+165077	4590	24185	313.8	['acidjazz']	[]	[]	1
+165080	4590	24185	193.3	['acidjazz']	[]	[]	1
+298394	348135	40885	428.3	['acidjazz']	[]	[]	1
+1179884	438431	142005	263.5	['acidjazz', 'progressiverock']	[]	[]	1
+71539	7248	6386	212.1	['alternative']	[]	[]	1
+129540	337961	18258	367.6	['alternative']	[]	[]	1
+164448	482	24079	192.1	['alternative']	[]	[]	1
+192072	6229	28719	118.1	['alternative', 'indie', 'popfolk']	[]	[]	1
+193559	6229	28929	131.7	['alternative', 'indie', 'popfolk']	[]	[]	1
+193581	6229	28929	152.8	['alternative', 'indie', 'popfolk']	[]	[]	1
+212072	339263	31282	111.0	['alternative']	[]	[]	2
+221973	342035	32679	153.7	['alternative']	[]	[]	2
+229035	342716	33787	254.4	['alternative']	[]	[]	2
+229082	342716	33787	199.2	['alternative']	[]	[]	2
+229128	3210	33794	145.0	['alternative', 'indie']	[]	[]	2
+233283	343299	34756	275.0	['alternative']	[]	[]	2
+257016	345718	36817	302.5	['alternative']	[]	[]	2
+285252	341968	39970	162.9	['alternative']	[]	[]	2
+339228	349938	44875	260.3	['alternative']	[]	[]	2
+496192	6229	58127	142.0	['alternative', 'indie', 'popfolk']	[]	[]	2
+580688	359971	66993	261.1	['alternative', 'punk', 'grunge', 'stoner']	[]	[]	2
+580904	359971	66993	241.0	['alternative', 'punk', 'grunge', 'stoner']	[]	[]	2
+713968	366000	83348	215.5	['alternative']	[]	[]	2
+835447	337965	97811	405.0	['alternative', 'atmospheric', 'avantgarde']	[]	[]	2
+894972	7783	105290	240.0	['alternative', 'indie', 'indiepop']	[]	[]	2
+1031455	419416	121368	282.4	['alternative', 'indie']	[]	[]	2
+1061336	365250	125260	109.1	['alternative', 'chillout', 'deephouse']	[]	[]	2
+1145221	367979	137306	92.2	['alternative', 'indie', 'grunge']	[]	[]	2
+1172905	438431	141274	271.1	['alternative', 'acidjazz', 'african']	[]	[]	2
+1172907	438431	141274	184.2	['alternative', 'acidjazz']	[]	[]	2
+1172921	438431	141274	256.2	['alternative', 'acidjazz', 'indiepop']	[]	[]	2
+1216641	467100	145989	231.8	['alternative', 'folk']	[]	[]	2
+1216820	467100	145991	186.7	['alternative', 'folk']	[]	[]	2
+1217741	467100	146005	280.3	['alternative', 'folk']	[]	[]	2
+1218609	467100	146172	312.3	['alternative', 'folk']	[]	[]	2
+1312244	473133	155831	397.8	['alternative', '60s', 'african']	[]	[]	2
+1332950	351828	157642	240.0	['alternative', 'trance', 'acidhouse']	[]	[]	2
+1393665	337965	163321	288.3	['alternative']	[]	[]	3
+1400475	337965	163906	226.9	['alternative', 'avantgarde']	[]	[]	3
+673273	364099	78130	248.5	['alternative', 'indie', 'postrock']	[]	['brazil']	3
+835430	337965	97811	364.0	['alternative', 'acidjazz', 'avantgarde']	[]	['calm']	3
+16662	2455	2368	188.0	['alternative', 'indie', 'metal']	[]	['epic', 'uplifting', 'action', 'powerful']	3
+36655	5117	4484	228.3	['alternative', 'indie', 'noise']	[]	['epic', 'emotional', 'uplifting', 'dramatic', 'scifi']	3
+36657	5117	4484	229.7	['alternative', 'indie', 'noise']	[]	['epic', 'emotional', 'action', 'dramatic', 'melancholic', 'scifi']	3
+842402	371757	98432	270.6	['alternative', 'metal', 'punkrock', 'stoner']	[]	['epic', 'uplifting', 'powerful']	3
+1249965	433381	149616	171.3	['alternative', 'metal', 'dubstep']	[]	['epic']	3
+1211212	351337	145463	269.5	['alternative', 'indie']	[]	['love']	3
+1294607	458379	154133	193.2	['alternative', 'hiphop', 'rnb']	[]	['night']	3
+1205830	463441	144776	252.7	['alternative', 'darkambient', 'noise']	['acousticguitar']	['discontent']	3
+1248731	477635	149514	240.6	['alternative', 'alternativerock']	['acousticguitar']	['emotional']	3
+398251	352440	49780	258.9	['alternative', 'progressive']	['bass', 'drum', 'electricguitar']	[]	3
+398305	352440	49780	253.2	['alternative', 'progressive']	['bass', 'drum', 'electricguitar']	[]	3
+767594	367979	89914	125.3	['alternative', 'grunge', 'stoner']	['bass', 'drum', 'electricguitar']	[]	3
+1060329	347675	125082	394.0	['alternative', 'metal', 'powermetal']	['bass', 'drum', 'electricguitar', 'voice', 'keyboard']	[]	3
+1070654	438479	126818	314.8	['alternative', 'grunge']	['bass', 'synthesizer', 'drum', 'electricguitar', 'electricpiano']	[]	3
+1070659	438479	126818	237.4	['alternative', 'grunge']	['bass', 'synthesizer', 'drum', 'electricguitar', 'electricpiano']	[]	3
+1113077	352456	132919	245.2	['alternative', 'indie', 'metal', 'instrumentalrock', 'prog']	['bass', 'electricguitar', 'computer', 'keyboard', 'instrumentalrock']	[]	3
+1117220	441827	133480	198.2	['alternative', 'indie']	['bass', 'synthesizer', 'drum', 'electricguitar']	[]	3
+1160153	455091	139327	230.0	['alternative', 'indie', 'lofi']	['bass', 'drum', 'electricguitar', 'acousticguitar', 'voice']	[]	4
+1160157	455091	139327	243.0	['alternative', 'indie', 'folk', 'lofi']	['bass', 'acousticguitar', 'voice', 'glockenspiel']	[]	4
+1165004	444576	140048	295.0	['alternative', 'indie']	['bass', 'drum', 'electricguitar']	[]	4
+1165006	444576	140048	237.6	['alternative', 'indie']	['bass', 'drum', 'electricguitar']	[]	4
+767596	367979	89914	123.8	['alternative', 'grunge']	['bass', 'drum', 'electricguitar']	['folkrock']	4
+572373	351213	66052	374.4	['alternative', 'singersongwriter', 'symphonic']	['bass', 'electricguitar', 'acousticguitar', 'drummachine', 'voice', 'violin', 'sampler', 'tambourine']	['melancholic']	4
+379765	351712	48271	481.0	['alternative', 'atmospheric', 'psychedelic']	['bass', 'synthesizer', 'drum']	['tension']	4
+1310209	486695	155638	248.0	['alternative', 'indie', 'psychedelic']	['classicalguitar', 'mellotron']	['dark', 'fantasy', 'ethereal']	4
+1151253	338935	138092	373.1	['alternative', 'orchestral', 'newage']	['computer']	[]	4
+356420	340710	46485	155.8	['alternative', 'indie']	['drum', 'electricguitar', 'voice', 'acousticbassguitar']	['dark', 'night']	4
+95106	336813	9986	293.6	['alternative']	['guitar', 'saxophone']	[]	4
+572379	351213	66052	176.5	['alternative', 'singersongwriter']	['guitar', 'acousticguitar', 'voice']	[]	4
+1189995	460484	143232	207.6	['alternative', 'rocknroll']	['guitar', 'drums']	[]	4
+1189997	460484	143232	203.7	['alternative', 'rocknroll']	['guitar', 'drums']	[]	4
+1231593	437945	147697	247.7	['alternative']	['guitar']	[]	4
+1279768	350347	152671	284.6	['alternative', 'indie', 'blues']	['guitar', 'organ']	[]	4
+1352775	490784	159492	246.2	['alternative', 'indie', 'postrock']	['guitar']	[]	4
+1371549	477775	161348	207.3	['alternative', 'atmospheric', 'acidrock']	['guitar', 'synth']	['dramatic', 'powerful']	4
+1320637	487568	156584	174.0	['alternative', 'hiphop', 'rap']	['guitar']	['life']	4
+1370658	477499	161232	173.4	['alternative', 'poprock', 'progressive', 'dreampop']	['guitar']	['relaxingmusic', 'ethereal']	4
+1365083	492122	160687	191.8	['alternative', 'industrial', 'grunge']	['guitar']	['weird']	4
+258369	345806	37025	152.1	['alternative', 'indie', 'instrumentalpop']	['instrumentalpop']	[]	4
+288316	345806	40044	403.0	['alternative', 'indie', 'instrumentalpop']	['instrumentalpop']	[]	4
+476485	3027	56207	235.7	['alternative', 'indie', 'instrumentalpop']	['instrumentalpop']	[]	4
+32205	4497	4011	174.5	['alternative', 'indie', 'instrumentalrock']	['instrumentalrock']	[]	4
+1223283	351202	146730	289.7	['alternative', 'house', 'atmospheric']	['synth']	[]	5
+1231363	452157	147664	189.6	['alternative', 'electropop', 'synthpop']	['synth']	['dark', 'sad']	5
+1167869	456650	140451	202.9	['alternative', 'indie', '90s']	['ukulele']	['energetic', 'love', 'romantic', 'sweet', 'light']	5
+2169	326	347	408.7	['ambient', 'chillout', 'world', 'triphop', 'fusion', 'electroambient']	[]	[]	5
+2250	332	363	344.5	['ambient', 'easylistening']	[]	[]	5
+23972	3573	3311	183.5	['ambient', 'easylistening', 'chillout']	[]	[]	5
+23976	3573	3311	205.1	['ambient', 'chillout']	[]	[]	5
+42740	5104	5171	54.7	['ambient', 'easylistening']	[]	[]	5
+83222	3814	7672	383.8	['ambient', 'jazz', 'progressive']	[]	[]	5
+98182	336846	10277	70.0	['ambient', 'easylistening']	[]	[]	5
+134103	3573	19098	230.8	['ambient', 'easylistening']	[]	[]	5
+156207	5104	22424	185.5	['ambient', 'easylistening']	[]	[]	5
+191038	337741	28776	560.8	['ambient', 'experimental', 'alternative', 'world', 'atmospheric', 'psychedelic']	[]	[]	5
+197107	340942	29385	86.0	['ambient']	[]	[]	5
+249535	7561	35953	397.4	['ambient', 'easylistening']	[]	[]	6
+270102	4118	38133	212.5	['ambient', 'experimental', 'alternative']	[]	[]	6
+305170	348448	41508	209.6	['ambient', 'experimental', 'alternative']	[]	[]	6
+338439	4965	44813	212.3	['ambient']	[]	[]	6
+342300	340110	45140	159.4	['ambient', 'experimental', 'alternative']	[]	[]	6
+342301	340110	45140	212.9	['ambient', 'experimental', 'alternative']	[]	[]	6
+367782	338918	47346	302.4	['ambient', 'easylistening', 'jazz', 'lounge', 'nujazz']	[]	[]	6
+394407	340117	49497	180.0	['ambient', 'easylistening']	[]	[]	6
+543403	358348	63324	171.4	['ambient', 'gothic', 'death']	[]	[]	6
+783441	368980	91895	312.0	['ambient']	[]	[]	6
+783443	368980	91895	273.0	['ambient']	[]	[]	6
+896189	2189	105435	125.6	['ambient', 'lofi']	[]	[]	6
+896191	2189	105435	188.3	['ambient']	[]	[]	6
+896194	2189	105435	306.5	['ambient']	[]	[]	6
+947388	2189	111300	270.3	['ambient', 'chillout']	[]	[]	7
+955795	423557	112390	176.0	['ambient', 'metal', 'oriental']	[]	[]	7
+1043411	346227	122867	156.0	['ambient', 'fusion', 'african']	[]	[]	7
+1044302	423996	122974	181.4	['ambient', 'experimental', 'noise', 'drone']	[]	[]	7
+1044307	423996	122974	130.0	['ambient', 'experimental', 'noise', 'drone']	[]	[]	7
+1044308	423996	122974	66.7	['ambient', 'experimental', 'noise', 'drone']	[]	[]	7
+1046703	354509	123343	240.0	['ambient']	[]	[]	7
+1055912	7051	124488	390.3	['ambient']	[]	[]	7
+1056042	7051	124502	450.7	['ambient', 'dub']	[]	[]	7
+1056338	423996	124556	245.2	['ambient', 'experimental', 'avantgarde', 'noise', 'drone']	[]	[]	7
+1056345	423996	124556	199.1	['ambient', 'experimental', 'avantgarde', 'noise', 'drone']	[]	[]	7
+1057647	423996	124727	354.5	['ambient', 'experimental', 'orchestral', 'avantgarde']	[]	[]	7
+1059779	8230	124999	160.1	['ambient', 'rock', 'poprock']	[]	[]	7
+1059781	8230	124999	270.0	['ambient', 'rock', 'poprock']	[]	[]	7
+1061335	365250	125260	129.8	['ambient', 'experimental', 'chillout']	[]	[]	7
+1080086	423996	128653	906.8	['ambient', 'experimental', 'orchestral', 'avantgarde']	[]	[]	7
+1084157	361884	129142	402.1	['ambient', 'rock', 'progressive']	[]	[]	7
+1086020	365130	129625	249.6	['ambient', 'downtempo', 'triphop']	[]	[]	7
+1086586	423996	129526	278.9	['ambient', 'experimental', 'orchestral', 'avantgarde']	[]	[]	7
+1086592	423996	129526	572.2	['ambient', 'experimental', 'orchestral', 'avantgarde']	[]	[]	7
+1087027	365130	129625	207.4	['ambient', 'downtempo', 'triphop']	[]	[]	7
+1101121	360990	131402	378.0	['ambient', 'classical', 'symphonic', 'darkambient', 'neoclassical']	[]	[]	8
+1109353	2189	132520	1183.9	['ambient']	[]	[]	8
+1133319	423996	136020	98.7	['ambient', 'experimental', 'avantgarde', 'drone']	[]	[]	8
+1133327	423996	136020	558.5	['ambient', 'experimental', 'avantgarde', 'drone']	[]	[]	8
+1135423	348998	136306	170.7	['ambient', 'rock', 'alternative', 'indie', 'darkambient']	[]	[]	8
+1150047	423996	137909	36.9	['ambient', 'experimental', 'orchestral', 'avantgarde']	[]	[]	8
+1150048	423996	137909	332.4	['ambient', 'experimental', 'orchestral', 'avantgarde']	[]	[]	8
+1161936	357359	139585	216.0	['ambient', 'rap', 'dubstep']	[]	[]	9
+1177008	458019	141712	140.1	['ambient', 'classical', 'orchestral', 'soundtracks']	[]	[]	9
+1178608	356808	141865	240.0	['ambient', 'downtempo', 'triphop']	[]	[]	9
+1183555	337965	142464	439.0	['ambient', 'easylistening', 'atmospheric']	[]	[]	9
+1200793	337965	144369	247.9	['ambient', 'alternative', 'acidhouse']	[]	[]	9
+1208609	438431	145151	218.6	['ambient', 'atmospheric', 'blues']	[]	[]	9
+1221263	352416	146493	224.1	['ambient', 'chillout', 'lounge']	[]	[]	9
+1242000	475850	148849	244.0	['ambient', 'chillout', 'newage']	[]	[]	9
+1242002	475850	148849	286.0	['ambient', 'chillout', 'newage']	[]	[]	9
+1272714	438431	151968	285.4	['ambient', 'acidjazz', 'acidhouse']	[]	[]	9
+1274540	337741	152229	205.4	['ambient', 'newage', 'atmospheric']	[]	[]	9
+1274550	337741	152229	245.4	['ambient', 'newage', 'atmospheric']	[]	[]	9
+1280426	435992	152978	285.5	['ambient', 'house']	[]	[]	9
+1287664	483023	153501	369.2	['ambient', 'orchestral', 'darkambient']	[]	[]	9
+1297145	485295	154401	180.0	['ambient', 'newage', 'atmospheric']	[]	[]	9
+1307263	486270	155384	71.5	['ambient', 'alternative', 'darkambient', 'ambiente']	[]	[]	9
+1337384	477775	158017	360.8	['ambient', 'technoindustrial', 'hardstyle']	[]	[]	9
+1344318	423996	158684	268.3	['ambient', 'experimental', 'industrial']	[]	[]	9
+1351223	459669	159372	399.9	['ambient', 'chillout', 'trance']	[]	[]	10
+1351224	459669	159372	419.5	['ambient', 'chillout', 'trance']	[]	[]	10
+1358527	488537	160090	205.1	['ambient', 'easylistening', 'minimal']	[]	[]	10
+1360536	491003	160282	378.0	['ambient', 'darkambient', 'drone', 'soundscapes']	[]	[]	10
+1371700	442171	161363	361.9	['ambient', 'dance', 'atmospheric', 'electrodance']	[]	[]	10
+1384564	355649	162453	781.2	['ambient', 'experimental', 'noise', 'ambiente']	[]	[]	10
+1386347	355649	162621	438.3	['ambient', 'trance', 'acidjazz']	[]	[]	10
+1389964	493206	162973	789.8	['ambient', 'alternative', 'atmospheric']	[]	[]	10
+1389967	493206	162973	330.9	['ambient', 'alternative', 'atmospheric']	[]	[]	10
+1391121	423996	163207	141.6	['ambient', 'experimental']	[]	[]	10
+1403966	1336	164185	105.1	['ambient', 'trance', 'minimal', 'minimaltechno']	[]	[]	10
+1411488	496234	164936	160.3	['ambient', '60s']	[]	[]	10
+1411909	496277	164941	379.3	['ambient', 'chillout']	[]	[]	10
+1411912	496277	164941	196.1	['ambient', 'chillout']	[]	[]	10
+1411914	496277	164941	340.9	['ambient', 'chillout']	[]	[]	10
+1416390	483072	165179	67.3	['ambient', 'chillout']	[]	[]	10
+1417852	3573	165451	247.9	['ambient', 'chillout', 'downtempo']	[]	[]	10
+1418334	491819	165507	101.5	['ambient', 'classical', 'newage']	[]	[]	10
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+547723	340757	63771	368.5	['bossanova']	['electricguitar', 'computer', 'voice', 'classicalguitar', 'harmonica']	[]	25
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+1405997	460992	164387	102.0	['chillout', 'lounge', 'downtempo']	[]	['nature', 'bright', 'light', 'sea', 'ocean']	26
+1029179	4812	120984	275.0	['chillout']	[]	['relaxing', 'documentary', 'calm']	26
+1400075	416786	163873	243.3	['chillout', 'lounge', 'lofi']	[]	['sad']	26
+1357700	337741	160008	202.7	['chillout', 'lounge', 'psytrance']	[]	['tropical']	26
+1185757	3944	142697	94.1	['chillout', 'eletronica']	[]	['uplifting', 'corporate', 'motivational']	26
+1329450	372323	157325	142.3	['chillout', 'folk', 'popfolk']	['acousticguitar']	['advertising', 'commercial', 'happiness', 'wedding']	26
+802287	359034	93880	106.3	['chillout', 'hiphop', 'lounge', 'triphop']	['bass', 'synthesizer', 'drum', 'strings', 'trumpet', 'rhodes', 'brass', 'cvp509']	[]	26
+802300	359034	93880	75.1	['chillout', 'hiphop', 'lounge', 'triphop']	['bass', 'synthesizer', 'drum', 'strings', 'trumpet', 'rhodes', 'brass', 'cvp509']	[]	26
+1161063	375938	139448	30.7	['chillout', 'reggae']	['bass']	[]	26
+1304734	485470	155174	248.5	['chillout', 'lounge']	['bass', 'sax', 'batterie']	[]	26
+1374469	493111	161597	260.6	['chillout', 'lounge', 'chilloutlounge']	['bass', 'drums', 'rhodes', 'guitars']	[]	27
+1375004	493111	161597	219.5	['chillout', 'lounge']	['bass', 'drums', 'guitars']	[]	27
+1353299	490859	159545	161.5	['chillout', 'house']	['bass', 'synthesizer', 'drums', 'percussion', 'keyboards']	['deep', 'playful', 'summer']	27
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+1420448	490851	165678	149.1	['chillout', 'lounge', 'house']	['bass', 'synthesizer', 'drums', 'percussion', 'keyboards']	['deep', 'playful']	27
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