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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 ⌀
1,800	2019-01-30	MAR	108.665184	113.779999	111.019997	111.75	2,514,400	2	0.565771	108.375929	99.821575	63.499697	209.506145	37.873077	104.098752	104.098752	17.66	0	null
1,801	2019-01-30	MCHP	36.418816	40.82	39.105	40.02	5,543,600	2	0.54637	37.575026	30.621672	64.715376	119.707495	22.935401	34.098349	34.098349	17.66	0	null
1,802	2019-01-30	MDLZ	38.175705	43.98	43.419998	43.459999	7,714,100	2	0.265807	38.933193	34.909466	75.135915	107.561202	60.607298	36.92133	36.92133	17.66	0	null
1,803	2019-01-30	MELI	362.019989	366.339996	351.299988	352.130005	575,400	2	4.22592	370.766762	302.189238	70.68406	129.28191	53.779537	336.478	336.478	17.66	0	null
1,804	2019-01-30	META	149.84761	150.949997	145.699997	146.220001	44,613,200	2	1.002993	153.821886	133.798428	64.474122	83.79755	22.427566	143.810157	143.810157	17.66	0	null
1,805	2019-01-30	MNST	28.110001	28.190001	27.674999	27.775	4,000,600	2	0.328448	29.308871	24.279629	77.733699	85.222551	54.419275	26.79425	26.79425	17.66	0	null
1,806	2019-01-30	MRNA	15.13	15.545	14.65	14.72	758,900	2	-0.296018	17.646809	14.105191	46.687583	-70.53971	3.436646	15.876	15.876	17.66	0	null
1,807	2019-01-30	MRVL	17.755651	18.48	18.16	18.440001	9,679,400	2	0.271214	17.972183	15.038639	66.718652	154.014282	67.40078	16.505411	16.505411	17.66	0	null
1,808	2019-01-30	MSFT	100.268356	106.379997	104.330002	104.620003	49,471,900	2	0.436509	102.890347	93.386969	58.137688	58.405159	6.235888	98.138658	98.138658	17.66	0	null
1,809	2019-01-30	MU	37.432926	38.759998	37.59	38.299999	32,848,100	2	0.690635	38.359916	30.241014	63.569316	129.534804	44.082623	34.300465	34.300465	17.66	0	null
1,810	2019-01-30	NFLX	340.660004	341.779999	330.799988	332.75	9,234,500	2	2.97206	371.970933	278.289071	68.056502	52.968876	44.228545	325.130002	325.130002	17.66	0	null
1,811	2019-01-30	NVDA	3.407105	3.44925	3.2865	3.36675	974,228,000	2	-0.013597	4.032388	3.162036	47.777143	-83.508264	17.612617	3.597212	3.597212	17.66	0	null
1,812	2019-01-30	NXPI	80.243866	88	85.639999	86.650002	5,051,400	2	1.470176	80.500568	65.487999	76.569223	167.660647	48.614817	72.994283	72.994283	17.66	0	null
1,813	2019-01-30	ODFL	45.373241	46.560001	45.113335	45.886665	1,502,700	2	0.640414	45.578041	38.62248	71.4342	148.140141	46.410419	42.10026	42.10026	17.66	0	null
1,814	2019-01-30	ON	20.040001	20.139999	19.43	19.57	7,143,400	2	0.438815	20.393176	15.569824	65.565837	146.722068	55.790851	17.9815	17.9815	17.66	0	null
1,815	2019-01-30	ORLY	345.679993	346.160004	337.26001	339.420013	637,200	2	-0.258679	350.990509	334.100495	53.687826	20.161705	3.75125	342.545502	342.545502	17.66	0	null
1,816	2019-01-30	PANW	35.476665	35.486668	34.561668	34.913334	8,040,600	2	0.538939	36.309405	29.845762	81.708371	106.113787	58.803473	33.077583	33.077583	17.66	0	null
1,817	2019-01-30	PAYX	59.812977	71.169998	69.800003	70	2,508,800	2	0.563347	60.550176	53.885661	75.651791	110.135974	82.976242	57.217918	57.217918	17.66	0	null
1,818	2019-01-30	PCAR	34.261211	43.459999	42.419998	43.333332	4,264,500	2	0.434583	34.375168	29.760232	70.080134	153.682028	54.250786	32.0677	32.0677	17.66	0	null
1,819	2019-01-30	PDD	28.82	30.379999	28.32	30.200001	6,661,300	2	0.932686	30.683684	20.641316	68.762009	128.247981	57.855045	25.6625	25.6625	17.66	0	null
1,820	2019-01-30	PEP	93.215958	111.239998	108.540001	108.940002	5,023,800	2	0.135067	93.600386	90.106209	55.97109	106.12739	10.70028	91.853298	91.853298	17.66	0	null
1,821	2019-01-30	PYPL	92.419998	93.339996	90.900002	92.019997	11,622,800	2	0.673417	95.43303	84.31697	62.322517	82.57989	35.269253	89.875	89.875	17.66	0	null
1,822	2019-01-30	QCOM	43.305561	50.869999	49.209999	49.68	18,124,100	2	-0.976909	51.72533	42.336722	25.974283	-133.751029	66.583188	47.031026	47.031026	17.66	0	null
1,823	2019-01-30	REGN	419.910004	420.440002	412.630005	416.350006	867,800	2	3.419227	430.7635	377.429499	69.475356	106.323866	37.7116	404.0965	404.0965	17.66	0	null
1,824	2019-01-30	ROST	87.100182	92.809998	91.309998	91.830002	1,603,500	2	0.501948	90.312077	79.814995	68.860603	71.86362	38.880289	85.063536	85.063536	17.66	0	null
1,825	2019-01-30	SBUX	60.117271	68.209999	67.050003	67.110001	11,702,500	2	0.583619	59.962108	54.216593	65.711105	169.182445	7.617798	57.089351	57.089351	17.66	0	null
1,826	2019-01-30	SIRI	55.842918	60.700001	57.700001	59	5,008,290	2	-0.439649	59.428594	53.294867	49.71223	-25.373101	6.031121	56.361731	56.361731	17.66	0	null
1,827	2019-01-30	SNPS	92.43	92.5	90.260002	90.690002	765,300	2	0.983638	94.717459	82.085542	66.435436	93.875015	46.271562	88.4015	88.4015	17.66	0	null
1,828	2019-01-30	TEAM	95.010002	95.843002	94.07	94.07	1,141,300	2	0.358061	99.110278	86.820722	58.130449	69.182422	36.328461	92.9655	92.9655	17.66	0	null
1,829	2019-01-30	TMUS	67.034134	68.690002	67.089996	67.739998	2,318,300	2	0.146226	68.249067	64.121769	60.897691	59.441427	26.008908	66.185418	66.185418	17.66	0	null
1,830	2019-01-30	TSLA	20.584667	20.6	19.899332	20.030001	168,754,500	2	-0.384029	24.20672	18.33568	47.978964	-42.524492	15.100961	21.2712	21.2712	17.66	0	null
1,831	2019-01-30	TTD	14.005	14.179	13.5395	13.7	8,174,000	2	0.216011	14.536063	11.409837	70.432772	108.686629	44.945329	12.97295	12.97295	17.66	0	null
1,832	2019-01-30	TXN	87.111549	102.629997	100.18	101.68	6,430,200	2	1.078609	89.030986	76.125075	61.782837	109.790148	16.41208	82.57803	82.57803	17.66	0	null
1,833	2019-01-30	VRSK	113.06469	118.480003	116.07	116.580002	658,300	2	1.040839	115.249766	102.542664	71.593505	107.96323	50.570413	108.896215	108.896215	17.66	0	null
1,834	2019-01-30	VRTX	187.050003	187.919998	184.5	185.839996	1,385,900	2	1.406559	201.057237	166.379764	66.461187	33.056414	37.231259	183.718501	183.718501	17.66	0	null
1,835	2019-01-30	WBA	52.782036	72.029999	71.18	71.410004	4,122,100	2	0.114583	54.485077	50.383208	62.597687	36.578452	13.71234	52.434142	52.434142	17.66	0	null
1,836	2019-01-30	WBD	26.74	27.25	25.08	27	10,363,500	2	0.088804	28.124725	25.769275	53.242783	-70.104396	33.093659	26.947	26.947	17.66	0	null
1,837	2019-01-30	WDAY	172.619995	172.660004	167.360001	168.399994	1,864,100	2	1.30135	177.215127	156.982876	60.780605	70.667963	6.63939	167.099001	167.099001	17.66	0	null
1,838	2019-01-30	XEL	42.558346	51.330002	50.389999	50.389999	3,221,500	2	0.269956	43.435971	39.732492	68.659837	79.781863	34.033899	41.584232	41.584232	17.66	0	null
1,839	2019-01-30	ZS	45.52	46.294998	44.91	45.560001	1,129,100	2	0.340494	47.972679	40.574321	69.676512	76.618332	7.689108	44.2735	44.2735	17.66	0	null
1,840	2019-01-31	AAPL	39.743019	42.25	41.139999	41.5275	162,958,400	3	0.45508	39.350413	34.184452	61.403809	236.598614	46.327099	36.81225	36.81225	16.57	0	null
1,841	2019-01-31	ADBE	247.820007	249	243	243	5,007,200	3	1.831562	254.5564	222.690598	65.424711	92.619775	37.667229	237.954285	237.954285	16.57	0	2
1,842	2019-01-31	ADI	88.406593	98.959999	98.029999	98.739998	2,588,200	3	1.99663	90.550244	70.671496	70.691103	140.630358	57.592418	80.43106	80.43106	16.57	0	null
1,843	2019-01-31	ADP	123.253853	141.149994	138.130005	138.830002	5,836,600	3	1.081994	122.967982	112.048169	67.918843	198.480563	52.223064	117.374565	117.374565	16.57	0	null
1,844	2019-01-31	ADSK	147.199997	148.570007	145.860001	146.199997	1,416,300	3	1.999588	148.291903	125.699099	68.814295	187.523844	54.849802	136.612859	136.612859	16.57	0	null
1,845	2019-01-31	AEP	63.961357	79.610001	76.779999	77.269997	5,718,900	3	0.548618	63.930953	58.197059	76.951714	136.594801	77.253237	60.964071	60.964071	16.57	0	3
1,846	2019-01-31	ALGN	248.949997	249.240005	231.759995	233.570007	3,182,600	3	6.906998	243.778149	175.289851	74.143512	174.057427	60.460166	209.180953	209.180953	16.57	0	3
1,847	2019-01-31	AMAT	36.625099	39.75	38.720001	39.279999	11,588,900	3	0.909693	37.706477	28.751956	65.4342	135.50853	50.07906	33.14101	33.14101	16.57	0	2
1,848	2019-01-31	AMD	24.41	25.139999	22.83	23.02	182,575,600	3	0.489013	23.400026	17.419974	65.780223	296.44035	39.253133	20.334762	20.334762	16.57	0	4
1,849	2019-01-31	AMGN	155.877182	187.600006	183.910004	184.779999	4,397,900	3	-1.443257	173.566576	155.238365	40.399613	-161.578855	55.941016	164.186524	164.186524	16.57	0	3
1,850	2019-01-31	AMZN	85.936501	86.820503	83.954002	84.642502	218,206,000	3	0.381354	87.082622	77.425128	63.858992	134.528934	19.626066	82.001619	82.001619	16.57	0	null
1,851	2019-01-31	ANSS	164.350006	165.039993	161.309998	162.669998	567,400	3	2.178826	169.347479	141.440526	72.727622	102.784639	70.797101	154.804288	154.804288	16.57	0	null
1,852	2019-01-31	ASML	164.662186	176.509995	174.259995	174.710007	562,100	3	3.104012	169.356794	137.983783	65.79284	132.228302	53.416167	153.35464	153.35464	16.57	0	null
1,853	2019-01-31	AVGO	22.425425	27.1	26.635	27.056	21,063,000	3	0.346247	23.279174	19.190192	61.563611	110.183009	36.58935	21.232706	21.232706	16.57	0	null
1,854	2019-01-31	AZN	31.35907	36.689999	36.220001	36.419998	4,978,500	3	-0.226275	33.57089	29.506455	45.566631	-25.405304	6.298149	31.579923	31.579923	16.57	0	null
1,855	2019-01-31	BIIB	333.779999	334.299988	325.059998	328.23999	1,419,200	3	1.141957	346.320922	314.769077	62.749437	23.247055	22.05081	329.313809	329.313809	16.57	0	null
1,856	2019-01-31	BKNG	1,816.702271	1,851.180054	1,820.369995	1,820.369995	314,900	3	23.877649	1,835.719402	1,599.197041	63.856123	142.736817	40.153228	1,716.93968	1,716.93968	16.57	0	null
1,857	2019-01-31	BKR	19.683447	24.959999	23.440001	24.07	9,064,600	3	0.114851	20.481145	18.13081	62.974684	120.333123	45.810494	19.22374	19.22374	16.57	0	null
1,858	2019-01-31	CDNS	48.029999	48.169998	47.48	47.5	2,044,600	3	0.588751	48.369733	42.024266	73.7356	149.657246	59.114994	45.103333	45.103333	16.57	0	null
1,859	2019-01-31	CHTR	331.049988	338.309998	319.299988	320.01001	5,176,000	3	1.840494	314.500663	274.753335	76.857524	412.562473	69.601346	294.310951	294.310951	16.57	0	3
1,860	2019-01-31	CMCSA	31.541782	36.810001	35.77	35.880001	31,274,500	3	0.065285	31.751049	30.009449	59.151068	115.22047	23.809867	30.821394	30.821394	16.57	0	2
1,861	2019-01-31	COST	195.332916	214.880005	209.720001	211.139999	4,341,100	3	0.598644	196.536012	185.652283	65.526186	111.690134	40.734861	190.868249	190.868249	16.57	0	null
1,862	2019-01-31	CPRT	12.6575	12.685	12.4825	12.5525	6,930,400	3	0.038053	12.833838	11.980162	64.760197	99.182833	39.223807	12.38381	12.38381	16.57	0	null
1,863	2019-01-31	CSCO	39.391056	47.380001	46.52	46.720001	23,693,600	3	0.518464	39.573605	34.471424	75.695508	145.177741	57.049238	36.950066	36.950066	16.57	0	null
1,864	2019-01-31	CSGP	39.074001	39.726002	38.410999	38.410999	2,040,000	3	0.614748	40.034478	33.059822	78.498769	121.101766	60.416353	36.400715	36.400715	16.57	0	5
1,865	2019-01-31	CSX	20.253332	22.143333	21.790001	22.143333	17,815,200	3	0.104869	20.901817	19.076479	60.791779	65.198611	34.655279	19.94668	19.94668	16.57	0	null
1,866	2019-01-31	CTAS	39.919792	46.977501	46.485001	46.68	2,835,600	3	0.419314	40.558558	35.814478	76.750068	121.623335	63.594437	38.066096	38.066096	16.57	0	null
1,867	2019-01-31	CTSH	63.854519	70.309998	69.410004	69.860001	3,504,100	3	0.85208	65.254177	56.313146	70.235032	121.983233	48.797491	60.642319	60.642319	16.57	0	null
1,868	2019-01-31	DLTR	96.830002	96.889999	95.550003	96.150002	2,280,700	3	0.171469	99.387383	91.980618	60.848786	46.458595	34.020152	95.470476	95.470476	16.57	0	null
1,869	2019-01-31	DXCM	35.2575	36.5825	34.945	36.057499	5,846,400	3	0.322599	40.154779	29.847221	65.744068	27.973833	29.620375	34.705476	34.705476	16.57	0	4
1,870	2019-01-31	EA	90.1138	92.800003	89.550003	89.980003	4,148,200	3	0.490868	93.174787	81.017222	63.936091	84.694596	21.973899	86.687501	86.687501	16.57	0	1
1,871	2019-01-31	EBAY	30.405025	33.990002	32.77	33.759998	24,996,900	3	0.655061	31.667816	25.067145	74.931724	89.193236	55.075553	28.257976	28.257976	16.57	0	2
1,872	2019-01-31	ENPH	7.23	7.58	7.1	7.16	3,743,400	3	0.271908	7.716275	4.709725	84.588036	110.011469	79.395685	6.151429	6.151429	16.57	0	null
1,873	2019-01-31	EXC	27.618769	34.186874	33.138374	33.238232	11,248,667	3	0.183378	27.545378	25.507983	74.778933	150.401084	46.061222	26.477072	26.477072	16.57	0	null
1,874	2019-01-31	FANG	82.257515	104.610001	101.830002	102.599998	2,240,300	3	-0.19333	86.596176	77.79045	60.479664	18.429527	12.475038	81.896289	81.896289	16.57	0	null
1,875	2019-01-31	FAST	25.971613	30.43	29.9	30.07	17,554,400	3	0.524171	26.882276	21.224208	80.774049	100.422085	64.372059	23.95193	23.95193	16.57	0	null
1,876	2019-01-31	FTNT	15.314	15.514	15.05	15.05	11,350,500	3	0.13723	15.384245	13.498955	65.391418	167.319989	29.625706	14.417524	14.417524	16.57	0	null
1,877	2019-01-31	GILD	54.964287	70.32	69.080002	69.809998	8,343,700	3	0.285812	55.241851	52.035446	68.672809	149.484657	48.143068	53.456152	53.456152	16.57	0	3
1,878	2019-01-31	GOOG	55.61866	55.866501	54.7705	55.150002	30,766,000	3	0.241313	55.528629	51.445502	62.308377	190.170381	25.131562	53.421266	53.421266	16.57	0	null
1,879	2019-01-31	GOOGL	56.091164	56.383499	55.262501	55.612	40,232,000	3	0.253129	55.995424	51.844049	62.248235	191.544612	26.955075	53.854203	53.854203	16.57	0	null
1,880	2019-01-31	HON	126.931717	144.059998	142.25	142.800003	3,473,600	3	1.08319	128.561391	116.560964	75.473672	118.67054	44.196708	122.27272	122.27272	16.57	0	null
1,881	2019-01-31	IDXX	212.779999	213	207.110001	208.110001	674,800	3	3.421202	215.157653	179.712344	77.835447	130.458586	61.015463	196.721903	196.721903	16.57	0	null
1,882	2019-01-31	ILMN	272.16925	276.391052	265.593384	265.593384	1,692,294	3	-3.90357	312.218293	268.511278	41.311608	-156.560594	43.190755	290.180655	290.180655	16.57	0	null
1,883	2019-01-31	INTC	40.552471	47.18	46.099998	46.700001	43,051,300	3	-0.110605	43.103236	39.176455	48.662844	-66.121125	11.822167	41.110236	41.110236	16.57	0	null
1,884	2019-01-31	INTU	207.442291	217.399994	213.300003	213.600006	2,792,300	3	1.864816	213.172762	185.83441	70.35009	95.757181	45.429228	198.883886	198.883886	16.57	0	null
1,885	2019-01-31	ISRG	174.546661	175.320007	169.080002	170.053329	3,026,700	3	0.784941	185.692341	153.499993	60.91566	47.40467	12.228068	168.917461	168.917461	16.57	0	null
1,886	2019-01-31	JD	23.213779	25.450001	24.469999	24.5	19,318,400	3	0.32782	23.296081	19.341606	65.659558	177.439629	54.164322	21.249827	21.249827	16.57	0	null
1,887	2019-01-31	KDP	23.736193	27.33	26.58	26.709999	3,902,700	3	0.103438	23.784378	22.132347	70.253764	146.716715	48.11348	22.908617	22.908617	16.57	0	null
1,888	2019-01-31	KHC	36.263939	48.099998	46.939999	46.970001	8,319,600	3	0.246176	36.65224	33.194691	79.236549	100.557968	44.187779	34.817702	34.817702	16.57	0	null
1,889	2019-01-31	KLAC	97.635437	108.650002	104.660004	105.419998	2,217,100	3	2.130191	97.24247	77.431213	70.823479	191.405481	50.276633	87.144056	87.144056	16.57	0	null
1,890	2019-01-31	LRCX	12.300212	17.290001	16.785999	16.961	30,481,000	3	0.387084	12.598576	8.904311	71.310992	148.458493	55.147474	10.717154	10.717154	16.57	0	null
1,891	2019-01-31	LULU	147.809998	148.929993	146.309998	148.309998	2,517,100	3	2.556037	158.998942	124.76706	71.810087	58.269723	53.949946	141.000477	141.000477	16.57	0	null
1,892	2019-01-31	MAR	109.516228	115.029999	112.68	113.599998	2,281,100	3	0.79935	109.296012	99.577541	65.064047	232.922008	44.534676	104.356727	104.356727	16.57	0	null
1,893	2019-01-31	MCHP	36.364513	40.669998	39.904999	40.174999	4,467,800	3	0.569661	37.809481	30.795341	64.384023	119.479323	22.935401	34.206262	34.206262	16.57	0	null
1,894	2019-01-31	MDLZ	40.310619	46.310001	44	44	15,658,000	3	0.425273	39.470004	34.927734	83.113737	207.957522	78.981501	37.082724	37.082724	16.57	0	null
1,895	2019-01-31	MELI	364	368.269989	356.059998	361.700012	733,800	3	5.045184	371.047483	308.507516	71.220942	134.487862	55.140753	337.788571	337.788571	16.57	0	null
1,896	2019-01-31	META	166.055679	171.679993	165	165.600006	77,233,600	3	2.220674	158.720076	131.989438	75.755319	320.437685	62.046259	144.869468	144.869468	16.57	0	null
1,897	2019-01-31	MNST	28.620001	28.665001	28.059999	28.120001	5,461,600	3	0.368876	29.374534	24.637967	80.045852	109.753794	61.159947	26.881191	26.881191	16.57	0	null
1,898	2019-01-31	MRNA	16.6	17.48	15.24	15.24	2,259,200	3	-0.1838	17.718932	14.160068	56.834619	42.252163	38.021375	15.910476	15.910476	16.57	0	null
1,899	2019-01-31	MRVL	17.910303	18.709999	18.16	18.299999	11,476,900	3	0.304575	18.172289	15.034744	67.842851	145.739877	69.930291	16.572311	16.572311	16.57	0	null

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