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benstaf
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train_data_qwen_sentiment.csv

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train · 92.7k rows

Unnamed: 0 int64 0 92.7k	date stringlengths 10 10	tic stringclasses 92 values	close float64 3.17 2.68k	high float64 3.38 2.72k	low float64 3.19 2.63k	open float64 3.27 2.68k	volume float64 0 2.51B	day float64 0 4	macd float64 -175.17 96.6	boll_ub float64 3.55 2.9k	boll_lb float64 -0.42 2.36k	rsi_30 float64 0 100	cci_30 float64 -744.38 846	dx_30 float64 0 100	close_30_sma float64 3.28 2.46k	close_60_sma float64 3.28 2.4k	vix float64 11.5 82.7	turbulence float64 0 2.5k	llm_sentiment float64 1 5 ⌀
2,400	2019-02-08	AMD	23.049999	23.280001	22.27	22.33	78,129,300	4	0.697578	25.142312	18.040688	59.327909	81.947368	14.71689	21.035555	21.035555	15.72	0	1
2,401	2019-02-08	AMGN	154.952454	186.050003	183.410004	183.410004	2,601,000	4	-2.216884	173.257954	150.248616	41.927448	-111.222657	42.111743	162.336608	162.336608	15.72	0	4
2,402	2019-02-08	AMZN	79.411003	79.429497	78.337997	79.300003	113,150,000	4	-0.222119	85.889653	79.037097	48.967873	-105.902616	17.194074	81.855333	81.855333	15.72	0	null
2,403	2019-02-08	ANSS	171.729996	171.740005	167.289993	168.460007	257,300	4	3.57954	173.719474	150.96553	76.193309	120.170231	42.315201	158.139631	158.139631	15.72	0	null
2,404	2019-02-08	ASML	170.344421	181.570007	177.839996	178.110001	633,100	4	4.318071	179.055457	142.143547	65.698456	94.631701	38.245697	157.206456	157.206456	15.72	0	3
2,405	2019-02-08	AVGO	22.911137	27.429001	26.705999	26.733	23,903,000	4	0.371331	23.377364	20.715912	61.23881	92.465289	26.493984	21.555934	21.555934	15.72	0	null
2,406	2019-02-08	AZN	31.727701	37.209999	36.830002	36.900002	3,424,100	4	0.005646	32.066918	30.217449	48.876306	10.265121	9.147063	31.586409	31.586409	15.72	0	null
2,407	2019-02-08	BIIB	315.119995	316.709991	305.450012	307.109985	1,633,700	4	-1.74328	347.162036	316.834964	47.672822	-145.176491	33.819091	328.690741	328.690741	15.72	0	3
2,408	2019-02-08	BKNG	1,854.645874	1,899.98999	1,862.01001	1,892.369995	276,000	4	35.604025	1,925.564514	1,623.248059	64.261052	107.980809	43.68305	1,748.596508	1,748.596508	15.72	0	null
2,409	2019-02-08	BKR	20.710112	24.690001	24.18	24.280001	4,403,700	4	0.332206	21.164909	18.601807	66.124196	108.478387	23.062512	19.559655	19.559655	15.72	0	null
2,410	2019-02-08	CDNS	50.91	50.91	49.970001	50.200001	1,295,600	4	1.230845	51.488872	42.942128	81.151218	151.087267	78.167833	46.207037	46.207037	15.72	0	null
2,411	2019-02-08	CHTR	344.160004	344.640015	338.869995	341.359985	809,300	4	11.069234	357.159623	258.904378	77.616806	142.324409	60.800648	304.865186	304.865186	15.72	0	3
2,412	2019-02-08	CMCSA	32.430161	37.759998	36.990002	37.5	18,071,000	4	0.312095	32.606431	29.98897	63.770663	166.760219	30.015093	31.100953	31.100953	15.72	0	3
2,413	2019-02-08	COST	189.582138	208.490005	205.75	207.830002	2,013,700	4	0.083545	194.748724	189.244804	50.515138	-68.152172	7.399872	191.011168	191.011168	15.72	0	null
2,414	2019-02-08	CPRT	12.9325	12.935	12.755	12.775	2,382,400	4	0.115942	13.037879	12.136871	66.771289	125.938238	40.214737	12.495185	12.495185	15.72	0	4
2,415	2019-02-08	CSCO	39.307758	47.200001	46.299999	46.400002	18,407,100	4	0.57278	40.4771	35.733646	69.72376	83.133239	35.217072	37.479552	37.479552	15.72	0	null
2,416	2019-02-08	CSGP	40.352001	40.366001	39.331001	39.598999	1,232,000	4	0.83554	40.973976	35.368324	78.571865	110.286001	48.630205	37.165222	37.165222	15.72	0	null
2,417	2019-02-08	CSX	21.193562	22.92	22.556667	22.576668	13,010,100	4	0.239661	21.205722	19.657309	69.616144	145.120561	44.585968	20.160283	20.160283	15.72	0	3
2,418	2019-02-08	CTAS	41.350445	48.5625	47.657501	47.7075	1,335,600	4	0.665109	41.615757	37.091239	81.40312	130.769494	67.761305	38.661276	38.661276	15.72	0	null
2,419	2019-02-08	CTSH	67.043571	73.540001	72.18	72.459999	4,613,200	4	1.424204	68.273486	58.01328	72.120561	132.727718	70.208372	61.872375	61.872375	15.72	0	null
2,420	2019-02-08	DLTR	97.650002	98.290001	97.290001	97.809998	1,312,100	4	0.546776	99.174758	93.520243	60.504438	81.550783	44.93673	95.997778	95.997778	15.72	0	null
2,421	2019-02-08	DXCM	36.3825	36.677502	35.6875	35.689999	2,861,600	4	0.312412	37.811395	34.666607	65.57397	45.859529	25.77724	35.045556	35.045556	15.72	0	3
2,422	2019-02-08	EA	95.35025	97.650002	85	86.510002	26,898,500	4	0.165516	94.585635	81.015133	60.659003	116.050097	20.41621	86.748392	86.748392	15.72	0	3
2,423	2019-02-08	EBAY	31.859762	35.32	34.91	35	10,228,000	4	0.861039	33.321303	26.400848	78.055417	97.658469	61.115278	29.028923	29.028923	15.72	0	null
2,424	2019-02-08	ENPH	7.44	7.55	7.27	7.4	1,095,300	4	0.289755	7.806151	5.802849	79.679114	95.19016	54.615838	6.397037	6.397037	15.72	0	4
2,425	2019-02-08	EXC	27.595633	34.101284	32.831669	32.924393	12,337,039	4	0.25486	27.930531	26.026107	68.347932	82.359323	11.206652	26.702939	26.702939	15.72	0	3
2,426	2019-02-08	FANG	77.056587	98.459999	95.080002	97.82	1,908,900	4	-0.635593	85.877012	77.627371	44.435752	-151.217462	35.842511	81.586878	81.586878	15.72	0	3
2,427	2019-02-08	FAST	26.066116	30.455	29.905001	30.190001	5,340,600	4	0.548678	27.451703	22.904377	75.927172	70.180691	29.971966	24.460887	24.460887	15.72	0	4
2,428	2019-02-08	FTNT	16.204	16.327999	15.68	15.728	11,679,000	4	0.388887	16.58207	13.50513	67.763009	142.653073	19.829329	14.788518	14.788518	15.72	0	3
2,429	2019-02-08	GILD	52.970154	67.610001	66.339996	66.919998	5,522,200	4	0.0176	55.329861	52.351759	54.003731	-81.003221	8.796945	53.53599	53.53599	15.72	0	3
2,430	2019-02-08	GOOG	54.556973	54.945499	54.327499	54.349998	21,516,000	4	0.433875	56.83312	51.745795	54.566375	42.980054	12.490799	53.910165	53.910165	15.72	0	null
2,431	2019-02-08	GOOGL	54.91991	55.255001	54.712002	54.743999	21,766,000	4	0.419992	57.230566	52.192068	54.307538	38.408157	12.758586	54.328702	54.328702	15.72	0	null
2,432	2019-02-08	HON	131.332748	148.639999	147.190002	147.979996	3,952,100	4	2.025947	133.070036	118.97819	79.082836	127.560504	52.793045	124.133203	124.133203	15.72	0	null
2,433	2019-02-08	IDXX	207.740005	207.899994	204.809998	206.020004	374,700	4	2.683407	215.037933	191.165065	64.699082	71.09584	22.022312	198.928147	198.928147	15.72	0	null
2,434	2019-02-08	ILMN	276.361877	277.20816	267.606995	268.005829	1,229,899	4	-4.340571	309.213203	260.52318	45.257249	-86.277437	37.875056	286.604337	286.604337	15.72	0	null
2,435	2019-02-08	INTC	42.299168	49.02	48.009998	48.77	18,851,200	4	0.289992	43.572271	39.861332	55.001766	47.008693	4.071783	41.437251	41.437251	15.72	0	null
2,436	2019-02-08	INTU	216.102554	224.910004	218.830002	219.309998	1,400,600	4	3.482614	217.418668	194.665962	71.465349	122.844944	44.168572	202.042765	202.042765	15.72	0	null
2,437	2019-02-08	ISRG	172.350006	172.493332	167.330002	168.21666	1,758,000	4	0.669762	181.859106	163.993227	57.418532	15.265638	1.111056	169.878148	169.878148	15.72	0	null
2,438	2019-02-08	JD	22.410404	24.280001	23.6	23.65	8,246,200	4	0.395087	24.093378	19.665297	57.237314	53.759866	27.713015	21.628136	21.628136	15.72	0	null
2,439	2019-02-08	KDP	24.224529	27.790001	27.030001	27.129999	1,827,100	4	0.214143	24.08335	22.569356	73.646876	163.080312	58.493242	23.100275	23.100275	15.72	0	null
2,440	2019-02-08	KHC	35.811195	47.48	46.639999	47.200001	5,278,600	4	0.249469	36.487638	34.625438	66.902388	48.807364	15.390517	35.073412	35.073412	15.72	0	null
2,441	2019-02-08	KLAC	96.74675	105.610001	103.449997	103.800003	889,900	4	2.563477	103.163694	79.905697	66.450263	81.471383	26.219801	89.483952	89.483952	15.72	0	null
2,442	2019-02-08	LRCX	12.715102	17.563999	17.165001	17.268	17,042,000	4	0.493587	13.728315	9.32142	72.454515	95.301161	53.346816	11.150236	11.150236	15.72	0	null
2,443	2019-02-08	LULU	148.619995	150	147	147.130005	1,450,400	4	1.559156	155.767982	137.116018	69.470399	59.718958	36.88897	142.321111	142.321111	15.72	0	null
2,444	2019-02-08	MAR	110.424652	115.510002	114.580002	114.580002	1,381,300	4	1.548319	113.220205	100.32259	63.784711	111.663687	31.140531	105.794403	105.794403	15.72	0	null
2,445	2019-02-08	MCHP	39.549858	43.875	43.014999	43.365002	5,673,200	4	1.160088	40.261122	31.99463	70.244211	147.349774	45.156627	35.192968	35.192968	15.72	0	null
2,446	2019-02-08	MDLZ	40.868298	46.91	45.990002	46.09	8,905,300	4	0.787817	41.281032	35.662043	78.885607	151.105209	82.694846	37.79035	37.79035	15.72	0	null
2,447	2019-02-08	MELI	347.820007	353.269989	338.950012	351.190002	908,100	4	4.660391	373.000068	327.757936	59.663018	26.413425	5.197448	342.75889	342.75889	15.72	0	null
2,448	2019-02-08	META	166.693237	167.369995	164.210007	164.470001	12,561,400	4	5.23347	174.827414	132.978793	70.636975	115.628925	36.305187	149.953118	149.953118	15.72	0	null
2,449	2019-02-08	MNST	28.945	28.945	28.559999	28.59	3,071,400	4	0.455667	29.400324	26.586177	76.734164	96.467251	56.129472	27.322778	27.322778	15.72	0	null
2,450	2019-02-08	MRNA	17.99	18.15	17.1	17.1	685,700	4	0.316712	18.371664	13.943336	60.548825	134.405374	55.808142	16.184074	16.184074	15.72	0	null
2,451	2019-02-08	MRVL	17.774982	18.450001	17.98	18.030001	7,981,400	4	0.339428	18.832985	15.523283	61.606951	69.285586	29.584149	16.877517	16.877517	15.72	0	null
2,452	2019-02-08	MSFT	99.599129	105.779999	104.260002	104.389999	21,461,100	4	0.312923	102.272141	96.263523	54.475526	37.160836	2.069227	98.428283	98.428283	15.72	0	null
2,453	2019-02-08	MU	37.765747	38.779999	37.450001	37.799999	35,573,200	4	1.023529	41.023461	31.55178	59.303396	62.428212	19.754165	35.419305	35.419305	15.72	0	null
2,454	2019-02-08	NFLX	347.570007	348	338	338	7,561,400	4	4.919355	361.547245	320.143758	66.192653	58.067697	24.79068	330.872964	330.872964	15.72	0	null
2,455	2019-02-08	NVDA	3.674436	3.715	3.60325	3.61775	461,604,000	4	0.013227	4.016972	3.338048	53.675852	16.927385	5.333221	3.616323	3.616323	15.72	0	null
2,456	2019-02-08	NXPI	80.051743	89.639999	86.779999	88.639999	5,589,200	4	2.109501	85.910459	68.328441	64.774984	80.830865	30.776165	75.247165	75.247165	15.72	0	null
2,457	2019-02-08	ODFL	46.101765	48.139999	46.566666	47.709999	1,882,200	4	0.897311	47.455239	40.217469	65.725366	117.746762	44.206582	42.999764	42.999764	15.72	0	null
2,458	2019-02-08	ON	21.84	22.110001	21.440001	21.83	9,003,600	4	0.926172	23.121677	16.146323	67.73961	121.55095	55.577278	18.92037	18.92037	15.72	0	null
2,459	2019-02-08	ORLY	360.230011	365.390015	357.76001	362.529999	1,407,700	4	3.545614	363.432622	330.984379	60.549602	197.112665	41.167226	345.77815	345.77815	15.72	0	null
2,460	2019-02-08	PANW	37.436668	37.450001	36.101665	36.16	6,115,800	4	0.863348	37.913213	31.985453	82.887393	120.397042	60.651342	34.000679	34.000679	15.72	0	null
2,461	2019-02-08	PAYX	62.931606	74.279999	72.940002	73.25	1,490,700	4	1.179321	63.520262	55.413851	83.182149	140.498726	78.741226	58.410168	58.410168	15.72	0	null
2,462	2019-02-08	PCAR	34.896164	43.98	43.299999	43.746666	2,302,500	4	0.63029	35.842732	30.886464	71.054464	107.62855	43.175432	32.743389	32.743389	15.72	0	null
2,463	2019-02-08	PDD	25.950001	26.209999	25.5	25.75	32,244,000	4	0.47594	31.60123	23.05777	53.017746	-13.006491	4.522487	26.375556	26.375556	15.72	0	null
2,464	2019-02-08	PEP	95.066475	113.040001	111.93	112.93	3,868,300	4	0.720871	96.228237	89.685529	61.268921	124.935268	23.343541	92.651141	92.651141	15.72	0	null
2,465	2019-02-08	PYPL	91.870003	91.910004	90	90.019997	7,642,100	4	0.390233	93.674893	88.843109	57.19949	48.909148	0.215362	90.191482	90.191482	15.72	0	null
2,466	2019-02-08	QCOM	43.409138	50.68	49.91	50.240002	12,461,200	4	-0.859475	49.875829	40.387385	31.841456	-75.557633	29.133735	46.074755	46.074755	15.72	0	null
2,467	2019-02-08	REGN	406.859985	408	399.290009	405.440002	692,100	4	1.714339	431.459998	394.946999	56.452822	-16.652403	6.110743	407.69148	407.69148	15.72	0	null
2,468	2019-02-08	ROST	87.723068	93.190002	92.07	92.330002	1,656,700	4	0.533851	88.273998	85.046779	67.477581	82.434595	33.240725	85.645735	85.645735	15.72	0	null
2,469	2019-02-08	SBUX	61.849785	69.82	68.599998	68.769997	8,862,000	4	0.966275	62.587418	54.882881	69.366215	126.338625	26.322758	58.035898	58.035898	15.72	0	null
2,470	2019-02-08	SIRI	56.051445	59.5	58.400002	58.5	2,248,140	4	-0.082178	57.91193	53.832496	50.373928	-35.684026	3.218833	56.308315	56.308315	15.72	0	null
2,471	2019-02-08	SNPS	99.419998	99.5	97.480003	97.779999	636,500	4	2.31487	100.877172	84.557827	73.440155	145.802331	66.55882	90.742592	90.742592	15.72	0	null
2,472	2019-02-08	TEAM	104.339996	104.952003	101.199997	101.32	1,129,400	4	2.216376	105.180936	88.062064	68.835078	165.036757	62.352569	95.254444	95.254444	15.72	0	null
2,473	2019-02-08	TMUS	67.09301	68.470001	66.949997	67.639999	4,129,500	4	0.142962	68.652831	64.645217	56.607175	29.006877	13.041175	66.437072	66.437072	15.72	0	null
2,474	2019-02-08	TSLA	20.386667	20.496668	19.9	20.455334	87,663,000	4	-0.159879	23.554347	18.334854	46.931891	-49.806332	21.392137	21.149037	21.149037	15.72	0	null
2,475	2019-02-08	TTD	14.618	14.691	13.878	13.95	8,589,000	4	0.384491	15.394305	12.309195	64.586924	83.187017	17.722854	13.426222	13.426222	15.72	0	null
2,476	2019-02-08	TXN	89.166985	104.809998	102.139999	102.449997	5,392,400	4	1.436403	91.211978	79.71092	61.625013	99.518598	24.801767	83.965027	83.965027	15.72	0	null
2,477	2019-02-08	VRSK	117.375572	121.980003	119.489998	119.519997	653,000	4	1.60232	117.917692	106.425748	77.722934	128.093466	70.664038	110.505457	110.505457	15.72	0	null
2,478	2019-02-08	VRTX	181.339996	181.449997	178.759995	178.759995	980,600	4	-0.239152	195.255007	180.027993	55.112717	-39.128812	2.460704	184.285556	184.285556	15.72	0	null
2,479	2019-02-08	WBA	51.6838	70.900002	69.529999	70.800003	4,139,400	4	-0.037496	53.519479	51.9908	50.678549	-70.356407	16.068284	52.48148	52.48148	15.72	0	null
2,480	2019-02-08	WBD	29.190001	29.219999	28.23	28.52	3,036,400	4	0.431787	29.437809	26.027191	65.49814	135.265663	1.339708	27.413333	27.413333	15.72	0	null
2,481	2019-02-08	WDAY	189.410004	189.970001	184.789993	184.979996	1,570,200	4	4.675568	193.946412	156.897589	70.264233	138.853162	35.407225	172.227408	172.227408	15.72	0	null
2,482	2019-02-08	XEL	44.69796	53.5	52.740002	53.110001	2,075,200	4	0.590717	44.854373	40.712805	78.263657	147.229666	66.70328	42.204526	42.204526	15.72	0	null
2,483	2019-02-08	ZS	48.459999	48.790001	47.110001	47.220001	1,023,800	4	0.87452	49.494448	43.011551	71.711782	120.264587	27.762738	45.325555	45.325555	15.72	0	null
2,484	2019-02-11	AAPL	40.630508	42.802502	42.3125	42.762501	83,973,600	0	0.965915	42.550494	34.563673	61.727433	107.712175	35.820147	37.829332	37.829332	15.97	0	null
2,485	2019-02-11	ADBE	258.390015	259.899994	256.190002	258.890015	3,538,100	0	4.035945	260.042455	233.78855	70.724152	143.088989	47.319214	242.052144	242.052144	15.97	0	2
2,486	2019-02-11	ADI	90.99099	102.650002	101.019997	102.400002	2,232,300	0	2.404483	95.391574	75.507849	69.83782	103.073992	55.125058	82.876541	82.876541	15.97	0	3
2,487	2019-02-11	ADP	130.014114	147.740005	146.789993	147.190002	1,949,600	0	2.687605	131.871297	112.070704	76.690994	157.328868	64.404757	120.015382	120.015382	15.97	0	null
2,488	2019-02-11	ADSK	154.570007	156.270004	153.800003	155	1,432,200	0	3.830714	157.99527	129.781732	72.273205	147.119805	55.676243	140.488216	140.488216	15.97	0	null
2,489	2019-02-11	AEP	65.297821	80.470001	79.800003	79.800003	3,914,300	0	0.90298	65.896189	59.684022	78.398097	134.033232	66.920413	61.845149	61.845149	15.97	0	null
2,490	2019-02-11	ALGN	244.570007	247.539993	242.070007	242.860001	873,500	0	8.074581	260.620476	193.027522	67.962739	107.925045	45.928135	217.648928	217.648928	15.97	0	4
2,491	2019-02-11	AMAT	37.393585	40.189999	39.330002	39.970001	9,969,500	0	1.012566	39.816113	30.477271	65.432869	90.475701	37.855028	34.1342	34.1342	15.97	0	4
2,492	2019-02-11	AMD	22.959999	23.280001	22.66	23.049999	60,578,700	0	0.665506	25.269827	18.182173	58.956072	81.295423	14.71689	21.104286	21.104286	15.97	0	2
2,493	2019-02-11	AMGN	154.777481	187.110001	185.509995	186.789993	2,867,300	0	-2.259862	172.758309	149.517805	41.726228	-93.801854	36.584415	162.066639	162.066639	15.97	0	2
2,494	2019-02-11	AMZN	79.550003	80.4645	79.300003	80.049004	66,346,000	0	-0.363198	86.003043	78.675907	49.229668	-73.886397	10.407185	81.773	81.773	15.97	0	null
2,495	2019-02-11	ANSS	171.229996	173.110001	170.990005	172.490005	388,900	0	3.626052	174.615064	151.717939	75.11998	126.508284	46.269358	158.607144	158.607144	15.97	0	null
2,496	2019-02-11	ASML	167.94548	179.889999	178.070007	179.419998	653,300	0	4.036198	179.688781	143.062484	62.70032	81.19133	38.245697	157.589993	157.589993	15.97	0	null
2,497	2019-02-11	AVGO	23.04991	27.6	27.327999	27.440001	18,012,000	0	0.382996	23.448614	20.854913	62.113499	107.094368	29.613105	21.60929	21.60929	15.97	0	null
2,498	2019-02-11	AZN	31.444801	36.869999	36.549999	36.799999	3,903,900	0	0.007141	32.032718	30.228502	46.509631	-14.943814	1.166556	31.581352	31.581352	15.97	0	null
2,499	2019-02-11	BIIB	316.869995	317.899994	314.540009	316.119995	1,360,900	0	-2.343204	347.764529	314.598471	48.659945	-100.485664	30.568207	328.268571	328.268571	15.97	0	3

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