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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	llm_sentiment float64 1 5 ⌀
200	2019-01-04	BKNG	1,702.455322	1,737.079956	1,678.619995	1,686.119995	541,000	4	0.013083	1,750.646355	1,621.038785	49.010727	38.768898	11.498181	1,685.84257	1,685.84257	21.379999	null
201	2019-01-04	BKR	18.338924	22.120001	21.27	21.34	5,040,400	4	0.023849	18.745537	16.841109	88.582974	100	46.576727	17.793323	17.793323	21.379999	null
202	2019-01-04	CDNS	43.259998	43.490002	41.779999	42.130001	1,775,500	4	0.005048	44.653871	40.692793	51.284567	32.885896	28.249512	42.673332	42.673332	21.379999	3
203	2019-01-04	CHTR	302.73999	305.119995	288.619995	291.109985	2,336,600	4	0.458583	310.064987	275.421666	96.985695	100	100	292.743327	292.743327	21.379999	3
204	2019-01-04	CMCSA	30.886284	35.84	34.860001	35.029999	22,843,800	4	0.03795	31.456295	28.815517	100	100	100	30.135906	30.135906	21.379999	4
205	2019-01-04	COST	187.697266	207.929993	201.449997	203.080002	2,761,600	4	0.051337	190.988515	179.976827	58.111098	100	100	185.482671	185.482671	21.379999	2
206	2019-01-04	CPRT	12.14	12.175	11.8575	11.905	7,279,600	4	0.007301	12.345203	11.509798	68.620738	100	92.343787	11.9275	11.9275	21.379999	null
207	2019-01-04	CSCO	35.750984	43	41.529999	41.849998	27,515,000	4	0.010876	36.808122	33.499932	55.251209	34.330839	32.929948	35.154027	35.154027	21.379999	null
208	2019-01-04	CSGP	33.861	34.228001	32.910999	33.191002	2,406,000	4	0.013865	34.505056	32.202278	61.170504	82.237009	28.867214	33.353667	33.353667	21.379999	null
209	2019-01-04	CSX	19.35627	20.943333	20.176666	20.333332	18,543,600	4	0.008754	19.642414	18.525511	65.874148	100	100	19.083963	19.083963	21.379999	null
210	2019-01-04	CTAS	36.737034	43.192501	41.422501	41.799999	3,482,000	4	0.034853	37.503152	34.151369	74.946591	100	100	35.82726	35.82726	21.379999	null
211	2019-01-04	CTSH	58.374447	63.799999	61.950001	62.279999	4,885,600	4	0.021752	59.885898	54.901913	57.475402	49.981813	25.355546	57.393906	57.393906	21.379999	3
212	2019-01-04	DLTR	92.889999	93.639999	91.370003	91.709999	3,271,400	4	0.053473	93.865605	89.367727	83.35522	100	100	91.616666	91.616666	21.379999	null
213	2019-01-04	DXCM	29.059999	29.57	28.252501	28.545	8,609,600	4	0.009986	29.670581	27.609419	58.506457	49.824729	28.990417	28.64	28.64	21.379999	null
214	2019-01-04	EA	82.47406	85.25	80.040001	80.82	7,254,400	4	0.126623	85.034671	73.55677	78.062342	100	100	79.29572	79.29572	21.379999	3
215	2019-01-04	EBAY	26.176329	29.08	28.33	28.6	14,593,700	4	0.004522	26.569465	25.319364	55.921964	100	100	25.944414	25.944414	21.379999	null
216	2019-01-04	ENPH	5.08	5.11	4.83	4.86	1,814,400	4	0.005349	5.24	4.6	67.41573	100	100	4.92	4.92	21.379999	null
217	2019-01-04	EXC	25.802963	31.833096	31.034237	31.091297	7,767,921	4	0.009793	25.952322	25.248803	100	-27.055842	100	25.600562	25.600562	21.379999	3
218	2019-01-04	FANG	79.712914	100.089996	97.089996	97.870003	2,600,800	4	0.114692	81.434872	73.481347	100	100	100	77.45811	77.45811	21.379999	3
219	2019-01-04	FAST	22.177311	26.184999	25.344999	25.455	4,496,600	4	0.009311	22.702162	20.901842	59.225795	62.326976	5.253292	21.802002	21.802002	21.379999	null
220	2019-01-04	FTNT	13.382	13.576	13.012	13.158	21,059,500	4	-0.016157	14.189415	13.031919	0	-95.951143	100	13.610667	13.610667	21.379999	3
221	2019-01-04	GILD	53.582516	68.43	66.040001	66.25	9,639,500	4	0.113661	55.353283	47.72403	100	81.624376	100	51.538657	51.538657	21.379999	3
222	2019-01-04	GOOG	53.34383	53.542	51.370899	51.629501	41,878,000	4	0.042002	54.749816	49.297	65.490646	100	100	52.023408	52.023408	21.379999	null
223	2019-01-04	GOOGL	53.708801	54	51.842999	52.127998	46,022,000	4	0.03966	55.072721	49.821032	65.069673	100	100	52.446877	52.446877	21.379999	null
224	2019-01-04	HON	118.9692	135.039993	132.050003	132.619995	3,583,600	4	0.080226	120.862191	112.751788	72.784512	100	100	116.806989	116.806989	21.379999	null
225	2019-01-04	IDXX	187.429993	188.990005	180.710007	180.710007	892,200	4	0.164873	192.05163	173.221706	68.676067	95.097142	23.986009	182.636668	182.636668	21.379999	null
226	2019-01-04	ILMN	294.445526	295.184814	282.130341	282.40271	1,417,818	4	0.270672	303.800432	267.827315	64.993787	96.028408	9.286127	285.813873	285.813873	21.379999	null
227	2019-01-04	INTC	40.638535	47.57	45.540001	45.84	35,447,300	4	0.009135	42.461345	37.169069	52.162331	49.851227	0.037499	39.815207	39.815207	21.379999	null
228	2019-01-04	INTU	187.957108	198.279999	189.759995	191.809998	1,736,400	4	0.059318	192.656026	177.498017	56.531024	65.561282	30.015846	185.077021	185.077021	21.379999	null
229	2019-01-04	ISRG	157.226669	159.196671	152.243332	152.693329	2,759,700	4	0.071151	161.624976	146.808364	58.413772	58.605541	0.817408	154.21667	154.21667	21.379999	null
230	2019-01-04	JD	20.803656	22.68	20.75	20.98	25,156,900	4	0.03105	21.688507	18.100315	68.343658	100	100	19.894411	19.894411	21.379999	null
231	2019-01-04	KDP	22.288658	25.610001	25.02	25.139999	3,359,300	4	0.011818	22.497201	21.527841	85.666854	100	100	22.012521	22.012521	21.379999	null
232	2019-01-04	KHC	33.570168	44.639999	43.5	44.080002	6,452,600	4	0.026963	33.99943	31.968829	97.60018	100	100	32.98413	32.98413	21.379999	null
233	2019-01-04	KLAC	83.64563	91.379997	87.209999	87.25	1,692,200	4	0.022397	87.462902	76.237008	52.687037	47.464197	11.004785	81.849955	81.849955	21.379999	null
234	2019-01-04	LRCX	10.01396	13.824	13.335	13.409	21,270,000	4	0.000632	10.413166	9.315431	49.931488	36.921823	0.728514	9.864299	9.864299	21.379999	null
235	2019-01-04	LULU	128.550003	129.570007	125.309998	125.849998	2,184,600	4	0.158805	130.934604	119.905398	100	100	100	125.420001	125.420001	21.379999	null
236	2019-01-04	MAR	103.090416	107.919998	103.139999	103.139999	3,045,300	4	0.023627	107.561663	94.526537	52.330598	30.455015	58.181895	101.0441	101.0441	21.379999	null
237	2019-01-04	MCHP	31.224522	34.68	33.540001	33.685001	7,479,400	4	-0.02732	33.449455	28.894014	35.618128	-29.628452	100	31.171734	31.171734	21.379999	null
238	2019-01-04	MDLZ	35.587662	40.939999	39.959999	39.959999	7,770,200	4	0.025987	36.031813	33.952605	88.353304	100	100	34.992209	34.992209	21.379999	null
239	2019-01-04	MELI	315.329987	317.970001	301.01001	301.670013	606,600	4	0.540531	324.1776	282.442395	93.17505	100	100	303.309998	303.309998	21.379999	null
240	2019-01-04	META	137.425049	138	133.75	134.009995	29,002,100	4	0.079632	140.869627	128.348645	61.984327	100	100	134.609136	134.609136	21.379999	null
241	2019-01-04	MNST	24.895	24.92	24.219999	24.254999	8,070,600	4	0.016891	25.323388	23.526612	70.900505	100	40.559231	24.425	24.425	21.379999	null
242	2019-01-04	MRNA	16.959999	17.5	15.894	16	1,651,800	4	0.050134	17.722092	14.137907	100	100	100	15.93	15.93	21.379999	null
243	2019-01-04	MRVL	15.696888	16.379999	15.99	16.129999	13,825,100	4	-0.006084	16.344478	14.913976	39.97749	14.739592	100	15.629227	15.629227	21.379999	null
244	2019-01-04	MSFT	96.074013	102.510002	98.93	99.720001	44,060,600	4	0.032168	98.950208	89.842334	55.747103	65.008723	17.535386	94.396271	94.396271	21.379999	null
245	2019-01-04	MU	32.00985	33.040001	31.549999	31.66	28,557,300	4	0.002631	33.421897	29.521021	50.122771	68.461778	100	31.471459	31.471459	21.379999	null
246	2019-01-04	NFLX	297.570007	297.799988	278.540009	281.880005	19,330,100	4	0.918933	311.495546	246.124469	100	100	100	278.810008	278.810008	21.379999	null
247	2019-01-04	NVDA	3.377346	3.44325	3.2425	3.2735	585,620,000	4	0.000471	3.54505	3.07457	50.756168	43.619057	7.582184	3.30981	3.30981	21.379999	null
248	2019-01-04	NXPI	69.019577	75.790001	73	73.360001	4,866,700	4	0.018694	71.305717	64.35507	54.053935	85.710802	100	67.830393	67.830393	21.379999	null
249	2019-01-04	ODFL	40.000393	41.156666	39.68	40.346668	1,251,900	4	-0.000768	41.229035	37.976013	48.354756	16.86215	56.090541	39.602524	39.602524	21.379999	null
250	2019-01-04	ON	16.5	16.68	15.84	15.84	9,869,900	4	-0.005946	17.486946	15.133054	43.761786	15.056773	37.428855	16.31	16.31	21.379999	null
251	2019-01-04	ORLY	341.820007	351.880005	338.829987	348.459991	807,600	4	0.008715	348.438611	337.62806	52.762016	67.902634	100	343.033335	343.033335	21.379999	null
252	2019-01-04	PANW	30.731667	31.021667	30.27	30.343332	6,733,800	4	0.007516	31.21874	29.592371	58.023022	48.89307	5.370569	30.405556	30.405556	21.379999	null
253	2019-01-04	PAYX	55.659542	66.419998	64.860001	65.139999	2,137,200	4	0.031702	56.592869	52.842863	67.712452	100	100	54.717866	54.717866	21.379999	null
254	2019-01-04	PCAR	31.234587	39.373333	38	38.133331	3,854,850	4	0.020915	31.914654	29.256389	65.959961	100	100	30.585521	30.585521	21.379999	null
255	2019-01-04	PDD	22.690001	23.450001	21.860001	22.200001	5,085,400	4	0.016556	23.316265	20.963735	63.690848	100	100	22.14	22.14	21.379999	null
256	2019-01-04	PEP	92.92997	110.599998	108.239998	109.540001	6,293,900	4	0.033379	93.840455	90.101653	69.245426	100	45.53957	91.971054	91.971054	21.379999	null
257	2019-01-04	PYPL	86.269997	86.910004	83.370003	83.709999	9,234,800	4	0.02499	89.25953	80.147132	54.159086	76.737258	74.990622	84.703331	84.703331	21.379999	null
258	2019-01-04	QCOM	48.855778	56.830002	55.209999	56.5	14,177,300	4	-0.017859	50.295245	47.358777	35.386381	-37.758567	100	48.827011	48.827011	21.379999	null
259	2019-01-04	REGN	397.549988	399.700012	377.649994	379.540009	1,207,600	4	0.779531	409.89458	351.485404	98.652045	100	100	380.689992	380.689992	21.379999	null
260	2019-01-04	ROST	80.541008	86.010002	83.370003	84.040001	3,146,000	4	0.047255	81.523069	77.155489	76.957295	100	100	79.339279	79.339279	21.379999	null
261	2019-01-04	SBUX	56.077099	64.25	62.080002	62.400002	12,694,400	4	-0.014555	58.245107	53.150467	43.065159	13.844151	52.321567	55.697787	55.697787	21.379999	null
262	2019-01-04	SIRI	58.201145	62.200001	60	60.400002	2,543,780	4	0.078065	59.378057	53.879934	100	100	100	56.628995	56.628995	21.379999	null
263	2019-01-04	SNPS	83.900002	84.709999	81.970001	82.32	1,416,500	4	0.00247	86.33162	79.708384	49.53834	42.962254	9.540579	83.020002	83.020002	21.379999	null
264	2019-01-04	TEAM	87.089996	88.82	85.482002	86.650002	1,836,200	4	-0.049139	91.433075	82.300258	37.24134	21.980501	100	86.866666	86.866666	21.379999	null
265	2019-01-04	TMUS	66.219757	67.559998	65.550003	65.879997	5,490,200	4	0.068421	67.355444	62.009714	91.413326	100	100	64.682579	64.682579	21.379999	null
266	2019-01-04	TSLA	21.179333	21.200001	20.181999	20.4	110,911,500	4	0.017226	21.784404	19.467597	64.749512	94.729105	73.240455	20.626	20.626	21.379999	null
267	2019-01-04	TTD	11.792	12.063	11.055	11.327	11,460,000	4	0.007056	12.336132	10.573202	56.716409	76.656793	47.539471	11.454667	11.454667	21.379999	null
268	2019-01-04	TXN	78.629128	93.379997	89.470001	89.93	7,707,600	4	-0.029263	82.798694	73.065858	42.74619	-8.112977	71.401911	77.932276	77.932276	21.379999	null
269	2019-01-04	VRSK	105.828568	110.349998	106.459999	106.980003	811,300	4	0.047425	108.519502	99.301436	59.165462	79.506041	5.414981	103.910469	103.910469	21.379999	null
270	2019-01-04	VRTX	172.699997	173.309998	164.899994	165.899994	1,874,500	4	0.268153	176.998284	156.675046	96.365203	100	100	166.836665	166.836665	21.379999	null
271	2019-01-04	WBA	51.278404	70.139999	68	68.43	6,868,600	4	0.036238	52.039671	48.664621	76.545987	100	100	50.352146	50.352146	21.379999	null
272	2019-01-04	WBD	26.139999	26.42	25.91	25.969999	3,856,100	4	0.009976	26.352516	25.41415	76.033068	100	100	25.883333	25.883333	21.379999	null
273	2019-01-04	WDAY	163.350006	165	155.580002	157.759995	3,077,700	4	0.125801	168.445868	149.627476	62.788819	96.137784	37.251398	159.036672	159.036672	21.379999	null
274	2019-01-04	XEL	40.535732	48.57	47.700001	47.700001	5,535,600	4	0.007641	40.722003	39.931575	71.900439	-38.602229	100	40.326789	40.326789	21.379999	null
275	2019-01-04	ZS	41.77	42.32	39.650002	40.16	1,782,700	4	0.061966	42.892837	37.707164	83.79884	100	100	40.300001	40.300001	21.379999	null
276	2019-01-07	AAPL	35.323154	37.2075	36.474998	37.174999	219,111,200	0	-0.053813	38.711286	32.481837	28.079651	-18.099264	57.045273	35.596561	35.596561	21.4	null
277	2019-01-07	ADBE	229.259995	232.600006	227.289993	229.949997	3,638,500	0	0.303936	235.572395	212.287606	61.446649	132.24831	44.217167	223.93	223.93	21.4	null
278	2019-01-07	ADI	74.411415	84.190002	82.080002	82.540001	2,656,300	0	-0.047885	78.174722	70.518427	33.239685	1.539596	44.449499	74.346575	74.346575	21.4	null
279	2019-01-07	ADP	115.048119	132.149994	129.5	130.990005	3,455,800	0	0.067756	118.150081	110.183358	52.595939	77.075582	9.775495	114.166719	114.166719	21.4	null
280	2019-01-07	ADSK	132.720001	133.399994	128.149994	128.270004	1,634,600	0	0.227328	136.977793	118.92721	61.59497	119.92258	30.333468	127.952501	127.952501	21.4	4
281	2019-01-07	AEP	59.038128	73.209999	72.440002	72.940002	3,218,400	0	0.00784	59.510315	58.590193	53.239035	-68.273728	100	59.050254	59.050254	21.4	null
282	2019-01-07	ALGN	189.919998	190.770004	184.509995	187.410004	1,311,200	0	-0.330582	206.45418	175.310819	23.853013	-36.574804	96.294463	190.8825	190.8825	21.4	null
283	2019-01-07	AMAT	32.145359	34.799999	33.639999	33.799999	13,868,800	0	0.054298	33.405307	28.926714	59.72229	124.590542	53.714623	31.16601	31.16601	21.4	3
284	2019-01-07	AMD	20.57	20.68	19	19.440001	107,157,000	0	0.088555	21.742471	15.982528	67.50273	133.333333	36.905173	18.8625	18.8625	21.4	4
285	2019-01-07	AMGN	165.00769	199.360001	194	194.759995	3,032,500	0	0.243159	167.918607	154.644908	76.484435	108.284655	100	161.281757	161.281757	21.4	5
286	2019-01-07	AMZN	81.475502	81.727997	79.459503	80.115501	159,864,000	0	0.204664	83.551114	72.556636	77.732179	115.488271	100	78.053875	78.053875	21.4	null
287	2019-01-07	ANSS	147.320007	148.589996	143.350006	144	486,200	0	0.234374	150.890279	134.924724	65.386927	133.333333	100	142.907501	142.907501	21.4	null
288	2019-01-07	ASML	148.255219	159.259995	155.820007	156.5	971,900	0	0.137354	153.072892	136.513542	54.62498	87.696916	9.666288	144.793217	144.793217	21.4	null
289	2019-01-07	AVGO	19.894886	24.024	23.076	23.365	53,433,000	0	-0.035092	21.671684	18.275253	24.786952	-35.514883	57.729449	19.973468	19.973468	21.4	null
290	2019-01-07	AZN	33.245079	39.139999	38.700001	39	5,738,700	0	0.033882	34.042376	32.006277	76.702785	50.79498	100	33.024326	33.024326	21.4	null
291	2019-01-07	BIIB	322.399994	327.26001	317.410004	319.279999	1,316,500	0	0.720358	330.301143	295.908849	100	91.716122	100	313.104996	313.104996	21.4	4
292	2019-01-07	BKNG	1,696.775513	1,731.400024	1,703.599976	1,721.73999	334,800	0	0.40616	1,742.605578	1,634.546034	46.527306	50.549783	11.498181	1,688.575806	1,688.575806	21.4	null
293	2019-01-07	BKR	18.831635	22.75	21.82	21.940001	4,740,000	0	0.053094	19.350038	16.755763	92.463588	105.592788	67.444382	18.052901	18.052901	21.4	null
294	2019-01-07	CDNS	43.419998	43.73	42.799999	42.93	1,720,200	0	0.030344	44.641159	41.078838	53.563057	82.76774	10.146618	42.859999	42.859999	21.4	null
295	2019-01-07	CHTR	301.470001	304.109985	299.26001	301.130005	1,308,400	0	0.615065	311.543704	278.306287	89.502591	80.85181	100	294.924995	294.924995	21.4	null
296	2019-01-07	CMCSA	30.558535	35.91	35.27	35.630001	26,180,800	0	0.040071	31.399536	29.083591	78.449548	69.802591	100	30.241563	30.241563	21.4	3
297	2019-01-07	COST	188.388885	209.119995	203.539993	205.520004	2,226,600	0	0.138704	191.56232	180.85613	61.159818	95.375717	100	186.209225	186.209225	21.4	3
298	2019-01-07	CPRT	12.2075	12.3275	12.0275	12.1975	5,940,800	0	0.014895	12.438768	11.556233	71.851342	95.120829	95.40756	11.9975	11.9975	21.4	null
299	2019-01-07	CSCO	35.992558	43.650002	42.759998	42.860001	19,488,100	0	0.037453	36.953362	33.773958	58.931043	103.136914	4.70521	35.36366	35.36366	21.4	null

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