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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 ⌀
2,000	2019-02-01	PANW	36.711666	36.741669	35.733334	35.849998	9,310,200	4	0.68719	36.81683	30.541337	85.08571	139.688512	68.741652	33.366667	33.366667	16.139999	0	null
2,001	2019-02-01	PAYX	60.914661	71.910004	70.940002	70.940002	1,960,700	4	0.709027	61.029481	54.648359	78.94223	130.207379	86.395138	57.512384	57.512384	16.139999	0	null
2,002	2019-02-01	PCAR	34.37233	43.919998	43.166668	43.673332	3,028,500	4	0.539045	34.875983	30.111315	68.883496	142.695042	57.681139	32.29068	32.29068	16.139999	0	null
2,003	2019-02-01	PDD	28.959999	30.879999	28.92	28.93	4,183,100	4	0.947342	31.057173	21.711827	68.337013	117.358849	64.455259	25.973636	25.973636	16.139999	0	null
2,004	2019-02-01	PEP	94.368332	113.279999	111.449997	112.949997	5,010,500	4	0.395972	94.537266	89.785052	59.467447	224.272585	31.697496	92.10029	92.10029	16.139999	0	null
2,005	2019-02-01	PYPL	90.010002	90.5	88.25	88.360001	10,514,600	4	0.329579	94.103658	86.739342	54.506735	-1.895343	4.41563	89.830455	89.830455	16.139999	0	null
2,006	2019-02-01	QCOM	42.822178	50.279999	49.400002	49.580002	15,533,200	4	-1.078725	51.579832	41.276361	25.163533	-113.706614	56.793718	46.644872	46.644872	16.139999	0	null
2,007	2019-02-01	REGN	430.149994	431.320007	425.320007	428.519989	702,300	4	4.931614	430.376759	389.30624	72.972349	154.623699	49.415229	406.424999	406.424999	16.139999	0	null
2,008	2019-02-01	ROST	86.571686	92.540001	91.059998	92.449997	1,815,500	4	0.465849	88.893408	82.837125	66.110516	57.341092	30.07351	85.217371	85.217371	16.139999	0	null
2,009	2019-02-01	SBUX	60.081974	69.32	68	68.589996	10,309,200	4	0.699782	60.627149	54.468967	65.469864	151.771938	20.944041	57.36261	57.36261	16.139999	0	null
2,010	2019-02-01	SIRI	56.408897	60.400002	58.599998	58.700001	4,611,170	4	-0.323374	59.457374	53.237788	52.131436	-4.099164	13.243119	56.301703	56.301703	16.139999	0	null
2,011	2019-02-01	SNPS	94.790001	94.879997	92.900002	93.510002	885,700	4	1.233977	95.286423	83.814577	70.367222	134.926355	57.634847	88.916818	88.916818	16.139999	0	null
2,012	2019-02-01	TEAM	98.980003	101.760002	97.860001	98.209999	2,084,700	4	0.8663	99.371925	88.946075	64.079901	186.222107	54.621249	93.485909	93.485909	16.139999	0	null
2,013	2019-02-01	TMUS	68.319473	69.779999	69.080002	69.459999	3,117,900	4	0.333148	68.407	64.843952	65.912174	154.063729	39.263854	66.378977	66.378977	16.139999	0	null
2,014	2019-02-01	TSLA	20.813999	21.073334	20.233334	20.361334	109,251,000	4	-0.302712	24.197111	18.403622	49.561409	-23.125349	13.020805	21.213909	21.213909	16.139999	0	null
2,015	2019-02-01	TTD	14.526	14.6	14.2159	14.247	7,564,000	4	0.290114	14.569583	11.998517	73.846889	141.973792	53.054922	13.102409	13.102409	16.139999	0	null
2,016	2019-02-01	TXN	86.983635	102.059998	100.260002	100.550003	5,615,000	4	1.089337	89.107566	77.816726	60.534268	89.822173	17.900279	82.927756	82.927756	16.139999	0	null
2,017	2019-02-01	VRSK	114.286751	119.610001	117.510002	117.510002	1,031,700	4	1.160645	115.371229	104.557402	73.665362	118.648444	60.424989	109.326779	109.326779	16.139999	0	null
2,018	2019-02-01	VRTX	191.520004	193.029999	189.919998	190.919998	892,800	4	1.59949	197.746486	175.152516	69.953588	78.904783	50.653205	184.400001	184.400001	16.139999	0	null
2,019	2019-02-01	WBA	52.981052	72.550003	71.529999	72.379997	4,642,500	4	0.134034	53.860607	51.654093	62.564366	58.365822	21.520495	52.496593	52.496593	16.139999	0	null
2,020	2019-02-01	WBD	28.559999	28.780001	28.02	28.5	3,805,600	4	0.226368	28.425188	26.011812	65.659189	176.522776	0.003488	27.085455	27.085455	16.139999	0	null
2,021	2019-02-01	WDAY	186.059998	186.949997	180.330002	180.669998	2,477,700	4	2.722619	181.788489	157.792512	70.506156	215.019369	42.874901	168.616819	168.616819	16.139999	0	null
2,022	2019-02-01	XEL	43.578007	52.5	51.529999	52.27	3,570,900	4	0.39352	43.924002	39.933986	73.110527	131.843587	54.143394	41.773842	41.773842	16.139999	0	null
2,023	2019-02-01	ZS	48.32	48.41	47	48.040001	2,014,200	4	0.658266	47.990196	42.312804	76.861283	172.656469	29.327537	44.643636	44.643636	16.139999	0	null
2,024	2019-02-04	AAPL	40.891575	42.915001	41.82	41.852501	125,982,000	0	0.699209	40.288066	34.376721	65.320628	213.694338	51.481117	37.117868	37.117868	15.73	0	null
2,025	2019-02-04	ADBE	254.740005	256.98999	248.059998	248.559998	3,705,100	0	2.60065	253.606712	229.663288	69.385505	141.745576	51.435516	239.093913	239.093913	15.73	0	4
2,026	2019-02-04	ADI	89.157768	100.790001	98.730003	100.470001	2,541,900	0	2.24577	92.090423	72.423984	70.24974	123.613935	62.315629	81.222563	81.222563	15.73	0	null
2,027	2019-02-04	ADP	126.594315	143.690002	141.389999	141.729996	2,848,000	0	1.640083	125.302646	112.163769	72.711646	208.220488	60.960549	118.099257	118.099257	15.73	0	null
2,028	2019-02-04	ADSK	151.589996	152.649994	149	149.059998	1,717,500	0	2.808109	150.104251	128.939753	72.198542	187.559328	62.776719	137.805654	137.805654	15.73	0	3
2,029	2019-02-04	AEP	64.244301	79.519997	78.150002	78.629997	2,757,600	0	0.690476	64.629367	58.49865	77.802296	132.770776	78.090751	61.236655	61.236655	15.73	0	null
2,030	2019-02-04	ALGN	244.539993	245.229996	239.699997	243.910004	943,900	0	8.234504	251.412039	179.36096	70.302083	139.654814	60.460166	212.232174	212.232174	15.73	0	2
2,031	2019-02-04	AMAT	36.456406	39.310001	38.450001	39.16	12,458,400	0	0.95232	38.311593	29.362365	64.114322	100.169582	39.674316	33.446011	33.446011	15.73	0	3
2,032	2019-02-04	AMD	24.129999	24.66	24.07	24.43	70,843,800	0	0.762604	24.345364	17.733636	64.326137	201.854554	39.253133	20.681304	20.681304	15.73	0	3
2,033	2019-02-04	AMGN	155.102417	187.139999	184.289993	186.960007	2,930,900	0	-1.969036	174.230373	153.644025	39.399596	-130.6896	56.849797	163.42884	163.42884	15.73	0	3
2,034	2019-02-04	AMZN	81.665497	82.481499	80.675003	81.150002	98,582,000	0	0.147395	85.72952	79.69758	53.642837	-8.771742	0.981495	81.957	81.957	15.73	0	null
2,035	2019-02-04	ANSS	169.050003	169.580002	166.570007	167.539993	328,400	0	2.829292	169.886447	146.431559	76.227777	136.587001	77.264989	155.977828	155.977828	15.73	0	null
2,036	2019-02-04	ASML	168.923889	179.720001	177.860001	178.429993	543,000	0	3.627016	172.003169	140.6264	68.874798	132.164554	58.551521	154.661449	154.661449	15.73	0	3
2,037	2019-02-04	AVGO	22.748957	27.214001	26.495001	26.75	20,761,000	0	0.356568	23.301042	19.793143	63.449906	103.555911	35.903833	21.345254	21.345254	15.73	0	null
2,038	2019-02-04	AZN	31.51338	36.82	36.560001	36.799999	2,652,500	0	-0.135176	33.021755	29.704107	46.921497	-11.059594	1.90905	31.570037	31.570037	15.73	0	null
2,039	2019-02-04	BIIB	334.070007	334.109985	326.609985	331.369995	990,700	0	0.935541	341.847065	323.207936	61.899694	28.762092	23.067279	329.59	329.59	15.73	0	4
2,040	2019-02-04	BKNG	1,844.634644	1,862.26001	1,837.939941	1,840.390015	319,500	0	28.170446	1,865.660108	1,600.70548	66.527595	133.686458	42.951916	1,727.007982	1,727.007982	15.73	0	null
2,041	2019-02-04	BKR	20.684868	25.01	23.959999	24.27	6,067,000	0	0.223942	20.502255	18.64722	69.49953	162.380942	48.962985	19.342379	19.342379	15.73	0	null
2,042	2019-02-04	CDNS	49.689999	51.009998	48.75	49.029999	2,103,600	0	0.831929	49.238745	42.513254	78.434158	198.234453	75.508208	45.45826	45.45826	15.73	0	null
2,043	2019-02-04	CHTR	337	343.899994	336.390015	338.649994	1,224,800	0	6.464833	332.466625	265.558375	75.891441	257.872135	72.076336	298.194782	298.194782	15.73	0	3
2,044	2019-02-04	CMCSA	31.714283	36.869999	36.27	36.740002	22,890,300	0	0.141774	31.89171	30.137027	60.084589	130.923795	19.38149	30.899787	30.899787	15.73	0	4
2,045	2019-02-04	COST	192.193069	211.190002	207.899994	210.699997	1,630,300	0	0.443991	194.871286	188.66303	56.558332	17.897799	21.689797	190.947442	190.947442	15.73	0	3
2,046	2019-02-04	CPRT	12.8825	12.9125	12.7025	12.745	3,023,600	0	0.072376	12.819876	12.169124	69.062221	166.398903	51.39655	12.420544	12.420544	15.73	0	4
2,047	2019-02-04	CSCO	39.441036	47.470001	47.119999	47.220001	15,743,100	0	0.59752	39.942128	34.994176	75.901202	128.470235	58.510287	37.16631	37.16631	15.73	0	null
2,048	2019-02-04	CSGP	39.848	40.023998	39.132999	39.313	1,548,000	0	0.732006	40.316587	34.039213	80.708685	125.485229	63.678303	36.679087	36.679087	15.73	0	null
2,049	2019-02-04	CSX	20.783562	22.486668	22.016666	22.02	15,569,100	0	0.136351	20.863977	19.417965	66.518052	113.863555	44.244983	20.0031	20.0031	15.73	0	4
2,050	2019-02-04	CTAS	40.526546	47.605	46.732498	47.147499	1,422,000	0	0.510579	40.703928	36.554749	79.122889	126.731573	68.735345	38.26385	38.26385	15.73	0	null
2,051	2019-02-04	CTSH	65.329903	71.510002	69.940002	70.07	3,382,100	0	0.993496	65.835605	57.255688	73.884517	130.538628	56.416147	61.004115	61.004115	15.73	0	null
2,052	2019-02-04	DLTR	98.540001	98.599998	96.129997	96.720001	1,880,200	0	0.366476	98.999044	93.526957	64.594222	100.167669	45.603891	95.656957	95.656957	15.73	0	null
2,053	2019-02-04	DXCM	36.122501	36.154999	35.2775	35.4575	2,296,000	0	0.279988	38.390229	33.056022	68.443939	36.585156	23.958858	34.799239	34.799239	15.73	0	4
2,054	2019-02-04	EA	86.391617	91.07	88.190002	91.059998	5,982,500	0	0.352565	90.864804	84.941125	55.729938	19.314945	3.370378	86.78028	86.78028	15.73	0	3
2,055	2019-02-04	EBAY	31.67001	35.200001	34.200001	34.549999	19,798,500	0	0.750802	32.193154	25.63241	79.282774	118.715377	63.226005	28.525604	28.525604	15.73	0	4
2,056	2019-02-04	ENPH	7	7.06	6.8	7.02	1,289,000	0	0.2554	7.695262	5.146738	76.968257	70.236253	42.632681	6.225217	6.225217	15.73	0	3
2,057	2019-02-04	EXC	27.375889	33.766048	33.380882	33.673325	8,991,867	0	0.215055	27.656731	25.747069	69.433903	109.42446	33.889377	26.558247	26.558247	15.73	0	2
2,058	2019-02-04	FANG	83.398232	104.75	100.349998	102.269997	2,025,300	0	-0.027702	85.992012	79.29999	62.998351	16.023245	1.952895	81.969319	81.969319	15.73	0	3
2,059	2019-02-04	FAST	26.383995	30.709999	30.184999	30.365	3,769,600	0	0.569671	27.103505	21.894373	82.379283	100.973368	67.398893	24.147165	24.147165	15.73	0	4
2,060	2019-02-04	FTNT	16.028	16.112	15.792	15.906	13,822,000	0	0.258878	15.747403	13.626997	71.210619	227.935529	43.297089	14.546783	14.546783	15.73	0	null
2,061	2019-02-04	GILD	54.995682	70.260002	69.220001	69.860001	6,913,800	0	0.346549	55.25352	52.541938	68.786391	128.105606	46.038147	53.590024	53.590024	15.73	0	3
2,062	2019-02-04	GOOG	56.437214	56.639999	55.451	55.632999	51,530,000	0	0.441395	55.962391	51.792833	64.305346	201.713391	32.924879	53.635759	53.635759	15.73	0	null
2,063	2019-02-04	GOOGL	56.864861	57.117001	55.8755	55.9505	78,408,000	0	0.445791	56.427735	52.191412	63.922599	198.648793	34.071859	54.066613	54.066613	15.73	0	null
2,064	2019-02-04	HON	130.731796	148.009995	144.440002	144.479996	4,692,800	0	1.474768	129.685726	117.906681	80.783593	157.296214	61.344002	122.884567	122.884567	15.73	0	null
2,065	2019-02-04	IDXX	203.160004	207.850006	202.179993	205.5	533,900	0	2.845446	214.228729	184.950269	62.587293	64.323848	30.871945	197.37826	197.37826	15.73	0	null
2,066	2019-02-04	ILMN	273.385223	277.227631	270.768494	275.690674	861,361	0	-4.353096	312.433013	266.056288	42.359371	-113.105256	38.991959	288.797158	288.797158	15.73	0	null
2,067	2019-02-04	INTC	42.359764	49.240002	48.240002	48.619999	20,905,000	0	0.048305	42.903318	39.913399	56.407447	83.540937	14.159868	41.200556	41.200556	15.73	0	null
2,068	2019-02-04	INTU	212.334686	222.360001	215.559998	216.880005	2,256,000	0	2.302723	212.132366	191.846704	72.668143	126.701419	53.244085	199.783555	199.783555	15.73	0	null
2,069	2019-02-04	ISRG	174.143326	174.41333	172.473328	174.190002	1,296,900	0	0.99785	183.455285	159.909047	60.309284	50.90051	13.240297	169.404058	169.404058	15.73	0	null
2,070	2019-02-04	JD	22.690655	24.540001	24.16	24.5	9,054,300	0	0.38534	23.447189	19.779016	61.659292	106.528629	46.50592	21.388926	21.388926	15.73	0	null
2,071	2019-02-04	KDP	23.6926	27.370001	27.1	27.27	1,713,300	0	0.152475	23.790981	22.455365	69.274751	156.126119	50.860279	22.978305	22.978305	15.73	0	null
2,072	2019-02-04	KHC	36.014927	47.98	47.389999	47.82	6,251,500	0	0.278211	36.51781	33.909375	74.696605	91.029897	41.188857	34.922793	34.922793	15.73	0	null
2,073	2019-02-04	KLAC	98.056847	107.300003	105.760002	107	1,499,300	0	2.567138	99.765071	78.287416	71.24803	142.436052	47.231133	88.090206	88.090206	15.73	0	null
2,074	2019-02-04	LRCX	12.559883	17.395	17.087999	17.245001	17,386,000	0	0.448381	13.034441	9.021442	72.945197	126.489844	56.375192	10.876162	10.876162	15.73	0	null
2,075	2019-02-04	LULU	146.639999	147.449997	144.679993	145.339996	1,689,800	0	2.048498	157.392695	130.358306	68.843154	44.033281	41.392287	141.468261	141.468261	15.73	0	null
2,076	2019-02-04	MAR	110.587212	115.690002	114.43	114.68	1,070,200	0	1.166708	110.097446	100.752619	66.968317	205.1016	47.852249	104.853607	104.853607	15.73	0	null
2,077	2019-02-04	MCHP	37.36446	41.465	40.384998	40.869999	5,959,600	0	0.684855	37.81594	32.106456	67.581073	129.862955	31.466722	34.46692	34.46692	15.73	0	null
2,078	2019-02-04	MDLZ	40.179909	46.16	45.5	45.740002	8,774,900	0	0.589877	40.013631	35.351354	77.561411	188.936025	78.981501	37.331586	37.331586	15.73	0	null
2,079	2019-02-04	MELI	368.079987	369.029999	354.390015	361.850006	358,400	0	6.308455	370.408019	321.22898	72.332259	122.792605	43.597929	340.273913	340.273913	15.73	0	null
2,080	2019-02-04	META	168.605942	169.300003	163.619995	165.699997	20,036,000	0	3.934478	165.178783	132.032896	76.023862	215.850694	53.245107	146.780183	146.780183	15.73	0	null
2,081	2019-02-04	MNST	29.09	29.1	28.735001	29.004999	8,924,000	0	0.461765	29.365458	25.564042	81.857086	129.035626	66.139648	27.068261	27.068261	15.73	0	null
2,082	2019-02-04	MRNA	16.27	16.49	15.95	16.219999	297,800	0	-0.066087	17.657397	14.224604	54.382689	23.106278	38.021375	15.939565	15.939565	15.73	0	null
2,083	2019-02-04	MRVL	17.948965	18.629999	18.25	18.459999	5,047,700	0	0.336901	18.371712	15.315699	67.263388	117.724552	67.349668	16.685296	16.685296	15.73	0	null
2,084	2019-02-04	MSFT	99.665108	105.800003	102.769997	102.870003	31,315,100	0	0.210285	102.034316	95.421186	55.383756	28.822635	4.026102	98.162775	98.162775	15.73	0	null
2,085	2019-02-04	MU	38.636967	39.610001	38.509998	39.549999	30,851,500	0	0.939659	39.423772	31.217173	66.018606	127.893759	45.81287	34.818427	34.818427	15.73	0	null
2,086	2019-02-04	NFLX	351.339996	352	341.299988	342.600006	9,051,400	0	4.01188	358.571023	311.114979	70.484411	85.552136	48.383762	327.53435	327.53435	15.73	0	null
2,087	2019-02-04	NVDA	3.699482	3.767	3.612	3.63425	528,592,000	0	-0.005369	3.996731	3.290093	54.92778	35.133225	14.074832	3.599899	3.599899	15.73	0	null
2,088	2019-02-04	NXPI	81.14032	88.699997	87.220001	88.040001	3,253,500	0	1.842515	82.592585	67.208753	75.999326	128.490799	54.792197	73.978459	73.978459	15.73	0	null
2,089	2019-02-04	ODFL	45.984676	47.18	45.549999	45.973331	1,258,500	0	0.760313	46.205489	39.622172	69.096783	132.835377	53.063194	42.481921	42.481921	15.73	0	null
2,090	2019-02-04	ON	21.59	21.629999	20.219999	21.17	15,699,900	0	0.65417	21.357091	15.955909	71.249616	165.340266	68.199178	18.350435	18.350435	15.73	0	null
2,091	2019-02-04	ORLY	356.170013	356.480011	345.5	348.220001	738,600	0	1.066287	353.873342	333.065663	61.528004	206.182476	30.351213	343.412611	343.412611	15.73	0	null
2,092	2019-02-04	PANW	36.693333	36.875	36.468334	36.673332	6,017,400	0	0.751518	37.068317	30.886016	84.843002	139.878899	69.606641	33.511304	33.511304	15.73	0	null
2,093	2019-02-04	PAYX	61.414642	72.57	71.330002	72.010002	3,455,900	0	0.807522	61.521207	54.732143	80.205258	138.00658	88.160887	57.682048	57.682048	15.73	0	null
2,094	2019-02-04	PCAR	34.52578	43.506668	42.786667	43.259998	3,088,050	0	0.567098	35.127448	30.18897	69.527974	120.602603	47.560503	32.387858	32.387858	15.73	0	null
2,095	2019-02-04	PDD	29.93	30	28.5	29.049999	2,945,200	0	0.994658	31.335073	22.157927	70.649078	104.796332	55.95494	26.145652	26.145652	15.73	0	null
2,096	2019-02-04	PEP	95.125351	113.400002	111.849998	112.209999	3,665,000	0	0.517607	94.976569	89.565287	61.860816	218.881102	32.746962	92.231814	92.231814	15.73	0	null
2,097	2019-02-04	PYPL	91.660004	92.120003	89.709999	89.879997	7,084,500	0	0.35579	93.844884	87.537117	57.756771	51.423588	7.876237	89.91	89.91	15.73	0	null
2,098	2019-02-04	QCOM	42.891232	49.799999	49.470001	49.709999	10,880,000	0	-1.087986	51.379507	40.880232	25.679835	-106.48528	56.793718	46.481671	46.481671	15.73	0	null
2,099	2019-02-04	REGN	425.399994	429.059998	422.48999	428.920013	474,600	0	5.06585	432.035136	390.432863	69.056685	122.142251	41.547138	407.249999	407.249999	15.73	0	null

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