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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 ⌀
700	2019-01-11	META	143.252808	145.360001	142.570007	143.149994	12,908,000	4	0.7307	148.489839	129.991393	75.056455	81.368312	89.015339	139.240616	139.240616	18.190001	0	null
701	2019-01-11	MNST	27.184999	27.209999	26.424999	26.635	7,941,000	4	0.211849	28.073063	23.185686	88.833436	90.930983	65.043409	25.629375	25.629375	18.190001	0	null
702	2019-01-11	MRNA	17	17.059999	16.530001	16.6	580,600	4	0.073594	17.648902	15.056098	69.159613	65.606406	80.822371	16.3525	16.3525	18.190001	0	null
703	2019-01-11	MRVL	16.750433	17.48	16.950001	17.01	15,121,300	4	0.081653	17.099396	15.120782	70.230161	116.137406	85.699343	16.110089	16.110089	18.190001	0	null
704	2019-01-11	MSFT	96.894012	103.440002	101.639999	103.190002	28,314,200	4	0.233162	100.100539	92.174713	57.150895	36.191606	14.277026	96.137626	96.137626	18.190001	0	null
705	2019-01-11	MU	35.249985	36.73	35.009998	35.419998	30,469,800	4	0.294402	36.7026	29.752102	73.920415	97.566667	81.370751	33.227351	33.227351	18.190001	0	null
706	2019-01-11	NFLX	337.589996	341.089996	328.519989	330.959991	19,500,400	4	4.191927	357.93396	255.62854	99.539317	100.978823	100	306.78125	306.78125	18.190001	0	null
707	2019-01-11	NVDA	3.690803	3.74375	3.58025	3.60825	874,764,000	4	0.025704	3.795515	3.149817	68.828929	112.556246	79.777852	3.472666	3.472666	18.190001	0	null
708	2019-01-11	NXPI	72.706108	80.949997	78.959999	79.260002	3,447,900	4	0.41981	75.447171	65.050472	70.185354	100.432497	100	70.248821	70.248821	18.190001	0	null
709	2019-01-11	ODFL	41.577778	43.09	42.009998	42.563332	1,148,700	4	0.160658	42.941322	38.519761	66.841394	69.369039	30.403642	40.730541	40.730541	18.190001	0	null
710	2019-01-11	ON	18.49	18.99	17.870001	17.91	10,001,900	4	0.154723	18.925843	15.239157	69.292147	142.951931	68.795048	17.0825	17.0825	18.190001	0	null
711	2019-01-11	ORLY	338.730011	343.950012	337.070007	341.679993	544,000	4	-0.138227	347.635196	335.007313	44.859988	-43.111422	2.021745	341.321255	341.321255	18.190001	0	null
712	2019-01-11	PANW	32.661667	33	32.521667	32.701668	5,193,000	4	0.179276	33.493491	29.429843	83.479541	110.534214	71.51451	31.461667	31.461667	18.190001	0	null
713	2019-01-11	PAYX	56.575996	67.449997	66.599998	67.150002	1,606,900	4	0.150193	57.434102	53.643248	71.404162	104.306485	100	55.538675	55.538675	18.190001	0	null
714	2019-01-11	PCAR	31.451519	39.806667	38.953335	39.366669	2,878,800	4	0.061056	32.091657	29.966111	63.191767	61.48213	22.477633	31.028884	31.028884	18.190001	0	null
715	2019-01-11	PDD	26.16	26.370001	25.719999	26	2,293,000	4	0.333541	27.696676	20.230824	84.911201	102.974791	100	23.96375	23.96375	18.190001	0	null
716	2019-01-11	PEP	90.978508	108.5	107.639999	107.860001	5,939,000	4	-0.08976	93.616932	89.738481	43.273484	-97.470677	40.072721	91.677707	91.677707	18.190001	0	null
717	2019-01-11	PYPL	90.650002	91.143997	90.099998	90.110001	7,398,200	4	0.474924	93.431604	81.728394	71.478094	97.291446	72.164681	87.579999	87.579999	18.190001	0	null
718	2019-01-11	QCOM	49.632641	58.169998	56.330002	56.470001	12,024,300	4	0.043395	49.958066	47.796653	53.435933	146.124966	33.937157	48.877359	48.877359	18.190001	0	null
719	2019-01-11	REGN	408.630005	412.290009	403.549988	405.649994	758,000	4	2.217348	422.497454	365.560041	96.782798	102.41445	74.306242	394.028748	394.028748	18.190001	0	null
720	2019-01-11	ROST	86.080894	92.07	90.379997	90.589996	2,105,100	4	0.50474	89.764333	76.562659	82.988721	81.111357	51.809259	83.163496	83.163496	18.190001	0	null
721	2019-01-11	SBUX	56.218246	63.84	61.669998	62.290001	13,805,700	4	0.050275	57.585529	54.5356	45.771362	-57.673851	58.655223	56.060565	56.060565	18.190001	0	null
722	2019-01-11	SIRI	57.257858	60.799999	59.799999	60.700001	1,658,230	4	0.038187	60.285835	54.748691	59.46434	-19.134531	12.201098	57.517263	57.517263	18.190001	0	null
723	2019-01-11	SNPS	87.709999	87.989998	86.760002	87.279999	1,303,300	4	0.36372	90.006753	80.845748	70.238916	83.512132	63.048177	85.42625	85.42625	18.190001	0	null
724	2019-01-11	TEAM	95.650002	96.470001	93.669998	95.309998	934,900	4	0.668403	100.763861	83.008638	71.551928	68.085129	79.501385	91.88625	91.88625	18.190001	0	null
725	2019-01-11	TMUS	67.701332	69.059998	67.400002	67.830002	4,177,300	4	0.198908	68.880771	63.249674	83.15969	76.528992	85.480227	66.065223	66.065223	18.190001	0	null
726	2019-01-11	TSLA	23.150667	23.227333	22.584667	22.806	75,586,500	4	0.18786	24.196969	19.623698	83.915326	86.930317	94.089607	21.910333	21.910333	18.190001	0	null
727	2019-01-11	TTD	12.73	13.047	12.635	12.886	7,974,000	4	0.105937	13.743759	10.806991	69.351424	66.860042	83.359534	12.275375	12.275375	18.190001	0	null
728	2019-01-11	TXN	83.445061	99.07	96.809998	97.029999	4,738,800	4	0.401844	85.275072	75.042881	65.486404	129.039991	36.181187	80.158977	80.158977	18.190001	0	null
729	2019-01-11	VRSK	107.781921	112.769997	111.150002	111.82	670,400	4	0.325612	110.472455	101.526259	65.752126	85.564323	32.373495	105.999357	105.999357	18.190001	0	null
730	2019-01-11	VRTX	188.160004	188.860001	183.429993	184.619995	2,222,600	4	1.639906	194.824503	157.935499	98.719203	110.206687	100	176.380001	176.380001	18.190001	0	null
731	2019-01-11	WBA	52.855751	72.620003	71.129997	72.599998	5,684,700	4	0.224651	54.694416	48.993811	77.126972	68.753007	80.610926	51.844114	51.844114	18.190001	0	null
732	2019-01-11	WBD	27.120001	27.280001	26.5	26.629999	2,842,100	4	0.092246	27.85237	25.30513	74.862287	54.610437	44.994555	26.57875	26.57875	18.190001	0	null
733	2019-01-11	WDAY	167.460007	169.509995	166.259995	167.169998	1,422,400	4	0.684755	173.162515	154.12749	68.570626	81.90956	32.319567	163.645002	163.645002	18.190001	0	null
734	2019-01-11	XEL	41.196011	49.330002	48.810001	49.150002	3,491,900	4	0.066863	41.425208	39.836401	70.817004	151.815653	58.328145	40.630805	40.630805	18.190001	0	null
735	2019-01-11	ZS	45.200001	45.869999	44.68	44.91	1,115,200	4	0.392473	47.813063	38.169438	89.791413	84.123395	100	42.991251	42.991251	18.190001	0	null
736	2019-01-14	AAPL	35.817436	37.817501	37.305	37.712502	129,756,800	0	0.03976	38.108327	33.868798	38.261531	-3.899366	20.23778	35.988563	35.988563	19.07	0	null
737	2019-01-14	ADBE	234.559998	236.259995	231.960007	235.330002	2,606,800	0	1.159909	244.944006	215.880437	64.839291	52.497197	34.814823	230.412221	230.412221	19.07	0	5
738	2019-01-14	ADI	78.24778	88.989998	87.360001	88.68	2,239,300	0	0.437092	82.077344	71.210813	55.487778	68.073784	39.764931	76.644079	76.644079	19.07	0	null
739	2019-01-14	ADP	115.374229	131.649994	130	130.160004	1,787,800	0	0.159349	118.312801	111.994957	52.816815	31.272012	0.587356	115.153879	115.153879	19.07	0	null
740	2019-01-14	ADSK	134.75	136.179993	134.119995	135.369995	906,300	0	0.750493	142.401492	122.1874	62.297172	51.12304	38.92565	132.294446	132.294446	19.07	0	2
741	2019-01-14	AEP	59.652538	74.029999	72.949997	74.029999	2,764,600	0	0.080301	60.591161	58.412083	57.636519	13.733198	12.434795	59.501622	59.501622	19.07	0	null
742	2019-01-14	ALGN	193.940002	198.339996	193.229996	196.539993	1,816,900	0	0.488694	207.872668	181.378444	41.476688	4.354237	11.915806	194.625556	194.625556	19.07	0	null
743	2019-01-14	AMAT	31.733007	34.299999	33.41	34.189999	9,552,400	0	0.107267	33.533671	29.701163	52.027817	15.20764	5.723084	31.617417	31.617417	19.07	0	3
744	2019-01-14	AMD	20.23	20.620001	19.75	19.959999	71,350,200	0	0.129494	21.962907	17.288204	60.203702	54.845234	24.540185	19.625555	19.625555	19.07	0	2
745	2019-01-14	AMGN	163.933029	200	196.660004	199.490005	3,378,600	0	0.433072	171.850195	156.824868	58.701115	17.111064	47.177616	164.337531	164.337531	19.07	0	3
746	2019-01-14	AMZN	80.860497	82.410004	79.7575	80.75	120,118,000	0	0.343741	86.151502	74.674053	64.868831	23.405273	25.713541	80.412777	80.412777	19.07	0	null
747	2019-01-14	ANSS	153.600006	154.070007	151.630005	153.339996	380,800	0	1.053971	159.244156	136.593626	73.435726	83.866059	100	147.918891	147.918891	19.07	0	null
748	2019-01-14	ASML	149.290115	160.350006	158.259995	160.100006	680,200	0	0.601495	157.377608	139.132893	53.926325	29.845517	11.694922	148.255251	148.255251	19.07	0	null
749	2019-01-14	AVGO	20.972475	25.158001	24.59	24.811001	25,498,000	0	0.088466	21.776383	18.889689	49.965047	67.469145	0.182881	20.333036	20.333036	19.07	0	null
750	2019-01-14	AZN	30.476082	36.549999	35.419998	36.540001	13,875,300	0	-0.162695	34.300221	30.620163	28.486897	-207.778777	55.180652	32.460192	32.460192	19.07	0	null
751	2019-01-14	BIIB	330.420013	331.519989	327.720001	331.279999	952,500	0	1.813718	342.609448	301.45944	89.767286	72.791287	98.896282	322.034444	322.034444	19.07	0	4
752	2019-01-14	BKNG	1,678.002075	1,708.829956	1,645	1,647.560059	439,200	0	-1.936035	1,723.620885	1,621.541631	45.295485	-21.811726	9.527164	1,672.581258	1,672.581258	19.07	0	null
753	2019-01-14	BKR	19.40786	23.360001	22.690001	22.860001	4,804,100	0	0.128894	20.411589	17.175598	85.224781	52.894426	51.064003	18.793593	18.793593	19.07	0	null
754	2019-01-14	CDNS	44.380001	44.549999	43.919998	44.150002	1,053,000	0	0.146864	45.367383	41.768171	63.854025	89.278863	32.263131	43.567777	43.567777	19.07	0	null
755	2019-01-14	CHTR	291.559998	298.200012	290.76001	292.98999	1,219,500	0	-0.12936	306.687829	283.716617	53.219606	-23.003905	30.094761	295.202223	295.202223	19.07	0	4
756	2019-01-14	CMCSA	30.851784	35.990002	35.349998	35.41	16,609,400	0	0.059893	31.590531	29.599374	71.937616	49.355638	76.220381	30.594952	30.594952	19.07	0	4
757	2019-01-14	COST	190.209106	210.649994	208.160004	209.470001	1,523,100	0	0.451699	194.814371	182.776449	63.110751	64.015167	25.740607	188.79541	188.79541	19.07	0	null
758	2019-01-14	CPRT	12.48	12.67	12.4675	12.575	3,087,600	0	0.054689	12.973406	11.641594	70.339612	64.621635	97.915261	12.3075	12.3075	19.07	0	null
759	2019-01-14	CSCO	35.992558	43.389999	43	43.080002	16,243,600	0	0.068878	37.056217	34.5124	56.195162	37.812856	0.650937	35.784309	35.784309	19.07	0	null
760	2019-01-14	CSGP	35.847	36.085999	35.130001	35.570999	1,486,000	0	0.224326	37.012162	32.279394	80.060644	81.460517	50.170372	34.645778	34.645778	19.07	0	null
761	2019-01-14	CSX	20.120783	21.853333	21.57	21.626667	13,431,600	0	0.091386	20.473026	18.621083	79.410133	102.318125	100	19.547055	19.547055	19.07	0	3
762	2019-01-14	CTAS	37.60989	44.360001	43.869999	44.165001	1,593,200	0	0.161117	38.856445	34.975745	77.277597	70.130579	100	36.916095	36.916095	19.07	0	null
763	2019-01-14	CTSH	59.226704	65.019997	64.339996	64.459999	4,407,500	0	0.164423	60.666191	56.312837	62.77995	76.45902	1.758639	58.489514	58.489514	19.07	0	null
764	2019-01-14	DLTR	97.230003	97.849998	96.07	97	2,592,400	0	0.389806	101.55019	89.44981	75.561573	45.211705	44.746226	95.5	95.5	19.07	0	null
765	2019-01-14	DXCM	35.685001	35.827499	35.002499	35.107498	4,968,800	0	0.57386	38.688958	26.291043	89.873903	81.913009	79.766872	32.49	32.49	19.07	0	null
766	2019-01-14	EA	86.53817	89.980003	88.419998	89.620003	3,351,500	0	0.660424	93.281959	75.906123	73.366391	48.491944	69.053038	84.594041	84.594041	19.07	0	2
767	2019-01-14	EBAY	27.296753	30.280001	29.99	30.18	7,523,000	0	0.122442	28.267178	25.362522	71.502766	63.149071	42.97854	26.81485	26.81485	19.07	0	null
768	2019-01-14	ENPH	5.82	5.84	5.48	5.64	1,444,200	0	0.07179	6.089585	4.605971	88.084056	87.596508	100	5.347778	5.347778	19.07	0	null
769	2019-01-14	EXC	26.045839	32.417973	31.776033	32.339516	9,554,490	0	0.054944	26.730602	25.255701	62.884228	19.74916	2.057267	25.993151	25.993151	19.07	0	null
770	2019-01-14	FANG	83.366318	105.459999	102.150002	102.529999	1,833,700	0	0.48387	88.335886	74.821325	79.80922	40.522459	47.895125	81.578606	81.578606	19.07	0	null
771	2019-01-14	FAST	23.060135	27.43	27.025	27.25	4,996,000	0	0.118437	23.983228	21.20162	68.690547	75.028896	52.736305	22.592424	22.592424	19.07	0	null
772	2019-01-14	FTNT	14.452	14.568	14.38	14.524	5,812,000	0	0.077066	15.139956	13.198711	63.212427	61.032773	9.00757	14.169333	14.169333	19.07	0	null
773	2019-01-14	GILD	52.797428	67.940002	67.110001	67.769997	9,172,500	0	0.118338	55.485452	50.062286	74.909242	18.552271	55.746444	52.773869	52.773869	19.07	0	null
774	2019-01-14	GOOG	52.047489	52.5765	52.062752	52.346001	22,886,000	0	0.018165	54.689424	50.755701	47.823585	-55.872789	1.959754	52.722562	52.722562	19.07	0	null
775	2019-01-14	GOOGL	52.385597	52.922501	52.427502	52.667	28,490,000	0	0.012104	55.051583	51.18519	47.005098	-62.826646	2.881131	53.118386	53.118386	19.07	0	null
776	2019-01-14	HON	121.61158	138.039993	135.979996	136.339996	3,100,600	0	0.403415	123.984296	114.70826	77.845638	84.590461	82.010184	119.346278	119.346278	19.07	0	null
777	2019-01-14	IDXX	189.789993	192.600006	189.690002	191.889999	509,700	0	0.739339	197.992571	177.947428	64.872604	54.333084	33.948515	187.97	187.97	19.07	0	null
778	2019-01-14	ILMN	291.040863	296.926056	290.865753	295.466919	732,347	0	0.72743	308.554181	276.045903	52.392401	16.423496	1.493381	292.300042	292.300042	19.07	0	null
779	2019-01-14	INTC	41.611034	48.830002	48.299999	48.459999	19,193,900	0	0.166929	43.147377	38.67284	59.10442	82.530231	30.576715	40.910109	40.910109	19.07	0	null
780	2019-01-14	INTU	197.186478	206.339996	202.910004	203.75	1,058,000	0	1.049023	204.314434	180.050552	71.93982	71.590592	55.868215	192.182493	192.182493	19.07	0	null
781	2019-01-14	ISRG	167.570007	168.229996	166.346664	167	1,919,700	0	1.27935	178.603675	146.773366	68.255213	51.55076	36.290964	162.688521	162.688521	19.07	0	null
782	2019-01-14	JD	20.588802	22.299999	21.530001	22.25	14,129,900	0	0.084294	22.90254	18.949729	54.610706	-28.46253	22.305323	20.926135	20.926135	19.07	0	null
783	2019-01-14	KDP	22.977547	26.99	26.139999	26.99	2,834,400	0	0.098451	23.754152	21.513022	68.154758	73.161253	69.807646	22.633587	22.633587	19.07	0	null
784	2019-01-14	KHC	34.89819	46.419998	45.439999	45.57	7,977,200	0	0.136761	35.45294	32.361467	92.079869	103.140127	82.512206	33.907204	33.907204	19.07	0	null
785	2019-01-14	KLAC	84.680901	93.519997	91.760002	92.82	899,200	0	0.282576	88.593003	79.451538	54.354408	40.902705	11.167416	84.02227	84.02227	19.07	0	null
786	2019-01-14	LRCX	10.185865	14.232	13.863	14.225	32,391,000	0	0.040051	10.739508	9.526644	53.564681	24.638987	1.604371	10.133076	10.133076	19.07	0	null
787	2019-01-14	LULU	139.729996	145	135.380005	136.639999	7,152,000	0	0.836798	142.695575	120.79776	81.98195	130.173281	65.580108	131.746668	131.746668	19.07	0	null
788	2019-01-14	MAR	103.3964	109.099998	107.830002	108.629997	1,411,400	0	0.233576	108.021433	98.433511	51.83655	26.644873	3.162557	103.227472	103.227472	19.07	0	null
789	2019-01-14	MCHP	33.590908	38.32	37.095001	38.235001	6,500,600	0	0.258656	36.203007	29.606338	57.841222	53.2145	29.158491	32.904673	32.904673	19.07	0	null
790	2019-01-14	MDLZ	37.016747	42.630001	41.939999	42.139999	10,366,400	0	0.164001	37.919688	34.241281	87.855231	79.125026	100	36.080485	36.080485	19.07	0	null
791	2019-01-14	MELI	339.769989	346.570007	337	340.700012	400,700	0	3.164967	362.511258	288.96207	85.739889	73.395665	100	325.736664	325.736664	19.07	0	null
792	2019-01-14	META	144.836731	146.570007	141.270004	142	20,520,300	0	0.830486	149.284352	130.440461	77.580739	78.260567	58.871534	139.862406	139.862406	19.07	0	null
793	2019-01-14	MNST	27.075001	27.215	26.73	26.91	6,155,200	0	0.232258	28.270721	23.309279	85.884675	82.178953	65.10369	25.79	25.79	19.07	0	null
794	2019-01-14	MRNA	16.74	17.059999	16.719999	17	612,900	0	0.074746	17.635439	15.155672	64.623893	58.037268	80.822371	16.395555	16.395555	19.07	0	null
795	2019-01-14	MRVL	16.470133	17.25	16.969999	17.129999	6,910,700	0	0.079841	17.106128	15.19406	61.072964	74.904235	85.699343	16.150094	16.150094	19.07	0	null
796	2019-01-14	MSFT	96.187111	102.870003	101.260002	101.900002	28,437,100	0	0.178471	99.850236	92.436012	53.205334	9.298515	7.380132	96.143124	96.143124	19.07	0	null
797	2019-01-14	MU	33.938267	34.919998	34.259998	34.720001	34,612,000	0	0.258509	36.591507	30.021176	60.718932	34.428459	53.387325	33.306342	33.306342	19.07	0	null
798	2019-01-14	NFLX	332.940002	335.480011	329.130005	334.23999	10,499,600	0	4.467451	360.615662	258.759894	92.465626	81.579067	100	309.687778	309.687778	19.07	0	null
799	2019-01-14	NVDA	3.730729	3.7865	3.64425	3.668	730,168,000	0	0.032298	3.848904	3.153775	70.376181	119.687137	81.893574	3.50134	3.50134	19.07	0	null

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