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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 ⌀
1,000	2019-01-16	TEAM	94.32	96.690002	93.400002	95.629997	1,662,900	2	0.575995	100.437295	84.744522	62.285527	55.635389	32.032024	92.590908	92.590908	19.040001	0	null
1,001	2019-01-16	TMUS	65.434822	67.610001	66.379997	67.510002	3,261,000	2	0.056578	68.460613	63.623896	55.938502	-19.090503	32.229455	66.042254	66.042254	19.040001	0	null
1,002	2019-01-16	TSLA	23.07	23.466667	22.9	22.985332	70,375,500	2	0.187134	24.256715	20.035649	71.772293	85.808885	75.003164	22.146182	22.146182	19.040001	0	null
1,003	2019-01-16	TTD	13.051	13.428	13.041	13.135	6,300,000	2	0.124742	13.865274	11.069998	72.978439	88.385027	65.529063	12.467636	12.467636	19.040001	0	null
1,004	2019-01-16	TXN	82.243202	98.110001	97.029999	97.68	4,559,500	2	0.400552	85.386688	76.009638	57.674288	72.626665	25.488465	80.698163	80.698163	19.040001	0	null
1,005	2019-01-16	VRSK	108.715302	113.199997	112.059998	112.470001	564,500	2	0.387255	110.823131	102.279101	66.546616	93.941363	42.608947	106.551116	106.551116	19.040001	0	null
1,006	2019-01-16	VRTX	186.149994	188.339996	184.130005	186.210007	2,251,200	2	1.73896	196.601709	161.176473	82.579397	74.304151	92.554547	178.889091	178.889091	19.040001	0	null
1,007	2019-01-16	WBA	53.069519	72.589996	71.839996	72.010002	3,785,200	2	0.203698	54.630188	49.517374	71.048643	75.100645	59.923904	52.073781	52.073781	19.040001	0	null
1,008	2019-01-16	WBD	27.110001	27.52	27.059999	27.209999	2,475,100	2	0.094305	27.874213	25.551242	72.36873	69.243732	55.61959	26.712727	26.712727	19.040001	0	null
1,009	2019-01-16	WDAY	165.339996	165.559998	162.130005	163.860001	2,420,200	2	0.407727	171.888619	155.802293	59.662793	17.916534	4.080462	163.845456	163.845456	19.040001	0	null
1,010	2019-01-16	XEL	41.998367	50.290001	49.439999	49.75	3,397,100	2	0.144465	42.062762	39.689493	74.439344	178.378044	45.712854	40.876128	40.876128	19.040001	0	null
1,011	2019-01-16	ZS	44.150002	45.59	43.439999	45.5	1,417,900	2	0.351657	47.908702	39.074935	73.046076	45.516529	26.094879	43.491819	43.491819	19.040001	0	null
1,012	2019-01-17	AAPL	37.216702	39.415001	38.314999	38.549999	119,284,800	3	0.134668	38.237643	34.205905	49.91745	94.691042	16.493455	36.221774	36.221774	18.059999	0	null
1,013	2019-01-17	ADBE	244.399994	245.039993	238.779999	240.130005	2,836,200	3	1.958713	250.342488	216.727509	73.555629	102.956682	57.232475	233.534999	233.534999	18.059999	0	3
1,014	2019-01-17	ADI	79.419273	88.849998	85.440002	86.510002	2,563,000	3	0.426182	82.098352	72.128783	58.763271	48.110967	13.045547	77.113567	77.113567	18.059999	0	null
1,015	2019-01-17	ADP	117.172279	133.75	132.050003	132.130005	2,194,800	3	0.279955	118.750604	112.450296	60.445821	125.035854	30.334169	115.60045	115.60045	18.059999	0	null
1,016	2019-01-17	ADSK	136.5	137.899994	134.259995	134.630005	2,127,900	3	0.74558	142.421934	123.966404	64.66673	60.801005	8.99526	133.194169	133.194169	18.059999	0	null
1,017	2019-01-17	AEP	61.43911	76.209999	75.629997	75.75	1,779,100	3	0.235799	61.730831	58.119895	72.040444	163.499015	57.418839	59.925363	59.925363	18.059999	0	4
1,018	2019-01-17	ALGN	212.669998	215.850006	206.779999	206.869995	1,798,700	3	1.663215	213.654514	180.702152	61.80791	161.031314	31.096748	197.178333	197.178333	18.059999	0	null
1,019	2019-01-17	AMAT	32.370296	34.709999	33.25	33.5	10,260,700	3	0.084939	33.366554	29.980743	56.060612	49.465468	9.08136	31.673649	31.673649	18.059999	0	1
1,020	2019-01-17	AMD	20.25	20.51	19.02	19.49	85,018,400	3	0.110227	21.812975	17.685358	58.470849	24.495904	5.304882	19.749166	19.749166	18.059999	0	1
1,021	2019-01-17	AMGN	168.215042	202.529999	197.979996	198.380005	2,440,200	3	0.483912	171.763277	158.077172	66.870975	72.98248	51.779101	164.920225	164.920225	18.059999	0	null
1,022	2019-01-17	AMZN	84.661003	85.008499	83.875	84	84,178,000	3	0.590137	87.341006	75.374494	74.68868	97.061165	46.949547	81.35775	81.35775	18.059999	0	null
1,023	2019-01-17	ANSS	158.309998	158.630005	155.529999	156.240005	381,700	3	1.553468	163.068887	137.40945	78.684845	101.477022	100	150.239169	150.239169	18.059999	0	null
1,024	2019-01-17	ASML	148.208145	158.630005	155.220001	155.779999	953,000	3	0.281785	156.189819	140.52136	51.388959	-14.323164	5.552765	148.35559	148.35559	18.059999	0	null
1,025	2019-01-17	AVGO	21.345325	25.735001	24.872	25.006001	35,154,000	3	0.146297	22.077247	19.060555	54.345508	73.099842	17.352697	20.568901	20.568901	18.059999	0	null
1,026	2019-01-17	AZN	31.110468	36.349998	35.950001	35.98	4,168,300	3	-0.246708	34.183023	29.965339	38.834533	-81.499645	42.479283	32.074181	32.074181	18.059999	0	null
1,027	2019-01-17	BIIB	338.339996	339.959991	330.320007	331.23999	1,004,700	3	2.392182	347.320889	303.715778	81.717503	93.437118	99.244351	325.518333	325.518333	18.059999	0	3
1,028	2019-01-17	BKNG	1,709.354126	1,737.910034	1,676.540039	1,681.72998	363,200	3	1.181461	1,724.919893	1,627.041777	52.608391	77.971029	30.448064	1,675.980835	1,675.980835	18.059999	0	4
1,029	2019-01-17	BKR	19.750254	23.709999	22.77	22.91	3,884,300	3	0.137468	20.469832	17.438407	82.642352	65.881612	54.324214	18.95412	18.95412	18.059999	0	null
1,030	2019-01-17	CDNS	45.740002	45.77	44.990002	45.139999	1,263,100	3	0.287499	46.349387	41.732279	73.582055	131.572892	59.850028	44.040833	44.040833	18.059999	0	null
1,031	2019-01-17	CHTR	294.410004	295.600006	290.76001	292.320007	841,400	3	-0.194485	304.771512	285.06849	57.807179	-18.918933	32.968456	294.920001	294.920001	18.059999	0	null
1,032	2019-01-17	CMCSA	30.972536	36.200001	35.740002	35.799999	25,457,200	3	0.066491	31.590123	29.775636	73.451353	76.865862	66.207481	30.682879	30.682879	18.059999	0	3
1,033	2019-01-17	COST	192.447922	211.649994	209.649994	209.869995	1,517,100	3	0.559327	195.464248	183.693442	67.098132	80.397141	35.155903	189.578845	189.578845	18.059999	0	4
1,034	2019-01-17	CPRT	12.435	12.495	12.22	12.26	7,682,000	3	0.032281	12.895391	11.750026	65.066122	25.612385	53.667187	12.322708	12.322708	18.059999	0	null
1,035	2019-01-17	CSCO	36.825516	44.529999	43.799999	43.869999	18,826,200	3	0.136701	37.383817	34.644321	64.768443	128.577835	33.24062	36.014069	36.014069	18.059999	0	null
1,036	2019-01-17	CSGP	37.165001	37.448002	36.518002	36.518002	2,288,000	3	0.348335	37.938636	32.384365	85.778521	117.708739	68.885497	35.1615	35.1615	18.059999	0	null
1,037	2019-01-17	CSX	20.065292	21.753332	21.046667	21.32	33,753,300	3	0.102694	20.618908	18.750246	73.855658	44.881364	13.297033	19.684577	19.684577	18.059999	0	3
1,038	2019-01-17	CTAS	38.514702	45.3125	44.317501	44.447498	1,652,400	3	0.215205	39.200554	35.217688	82.827846	103.188569	100	37.209121	37.209121	18.059999	0	null
1,039	2019-01-17	CTSH	60.986179	66.739998	65.199997	65.489998	2,367,800	3	0.318518	61.682388	56.343368	71.749952	127.303823	40.585816	59.012878	59.012878	18.059999	0	null
1,040	2019-01-17	DLTR	94.57	94.650002	92.919998	93.290001	3,139,200	3	0.065373	100.6008	90.045866	57.920645	-35.036075	4.113673	95.323333	95.323333	18.059999	0	null
1,041	2019-01-17	DXCM	37.375	37.744999	36.657501	36.805	3,473,600	3	0.770339	40.275104	26.94323	91.807555	92.911365	85.276486	33.609167	33.609167	18.059999	0	null
1,042	2019-01-17	EA	87.25135	89.849998	87.650002	87.949997	4,283,300	3	0.61197	93.191154	77.454209	72.623879	41.409384	30.892979	85.322681	85.322681	18.059999	0	null
1,043	2019-01-17	EBAY	27.450357	30.549999	30.059999	30.15	12,818,500	3	0.128248	28.386452	25.591121	68.070666	58.638018	39.999566	26.988787	26.988787	18.059999	0	null
1,044	2019-01-17	ENPH	6.82	7.2	6.75	6.78	3,367,400	3	0.17895	6.942006	4.354661	94.054575	186.204195	100	5.648333	5.648333	18.059999	0	4
1,045	2019-01-17	EXC	26.612555	32.874466	32.524963	32.689014	5,801,476	3	0.086477	26.921154	25.331479	72.560444	108.479938	26.522518	26.126317	26.126317	18.059999	0	3
1,046	2019-01-17	FANG	84.275673	106.489998	104.120003	104.550003	1,259,700	3	0.501779	88.413162	76.006169	81.546444	55.243861	53.608448	82.209665	82.209665	18.059999	0	3
1,047	2019-01-17	FAST	24.45475	28.795	27.440001	27.725	12,722,800	3	0.187069	24.472976	21.218682	77.431294	148.237628	75.300355	22.845829	22.845829	18.059999	0	4
1,048	2019-01-17	FTNT	14.53	14.664	14.322	14.388	5,422,500	3	0.081144	15.242502	13.332165	59.485832	45.69701	19.437023	14.287333	14.287333	18.059999	0	null
1,049	2019-01-17	GILD	53.896549	68.959999	67.459999	67.540001	5,224,500	3	0.144963	55.437336	50.522573	73.871144	65.442443	60.860755	52.979955	52.979955	18.059999	0	3
1,050	2019-01-17	GOOG	54.299896	54.59	53.674999	53.973499	24,854,000	3	0.154065	55.052512	51.001259	63.810397	109.750419	37.38334	53.026885	53.026885	18.059999	0	null
1,051	2019-01-17	GOOGL	54.757504	55.035	54.162998	54.399502	24,896,000	3	0.157304	55.464763	51.407069	63.697578	113.550822	40.588428	53.435916	53.435916	18.059999	0	null
1,052	2019-01-17	HON	123.617699	140.630005	137.190002	137.309998	2,577,400	3	0.560384	125.048407	115.195107	82.62045	117.262118	89.091811	120.121757	120.121757	18.059999	0	null
1,053	2019-01-17	IDXX	196.899994	199.210007	196.080002	196.270004	472,100	3	1.326282	201.816154	178.497178	73.637768	110.750785	57.46301	190.156666	190.156666	18.059999	0	null
1,054	2019-01-17	ILMN	301.605072	304.84436	297.762634	297.918274	518,523	3	1.110414	309.069553	278.725521	59.581082	99.102397	17.20079	293.897537	293.897537	18.059999	0	null
1,055	2019-01-17	INTC	41.714314	48.84	47.91	48	17,448,700	3	0.156216	43.12707	39.065128	58.606741	54.335179	17.159956	41.096099	41.096099	18.059999	0	null
1,056	2019-01-17	INTU	203.511032	212.110001	208.509995	208.509995	1,106,400	3	1.643251	208.584654	180.858291	78.604508	103.629984	66.697749	194.721472	194.721472	18.059999	0	null
1,057	2019-01-17	ISRG	178.093338	178.376663	170.410004	170.970001	2,963,100	3	1.944712	182.75626	148.25819	77.230003	99.203552	58.81885	165.507225	165.507225	18.059999	0	null
1,058	2019-01-17	JD	20.682217	22.485001	22.02	22.049999	12,013,700	3	0.015653	22.581189	19.195829	55.009395	-11.110985	21.811092	20.888509	20.888509	18.059999	0	null
1,059	2019-01-17	KDP	22.916502	26.540001	26.120001	26.280001	2,073,100	3	0.080414	23.743415	21.705912	63.931262	40.059445	52.337841	22.724663	22.724663	18.059999	0	null
1,060	2019-01-17	KHC	35.524471	47.099998	46.310001	46.919998	7,363,900	3	0.234044	36.188309	32.38317	92.231162	109.025802	68.36198	34.28574	34.28574	18.059999	0	null
1,061	2019-01-17	KLAC	85.129807	93.010002	89.93	90.470001	1,853,200	3	0.174468	88.115353	80.122596	55.012805	12.42897	10.653051	84.118975	84.118975	18.059999	0	null
1,062	2019-01-17	LRCX	10.282333	14.195	13.665	13.797	18,445,000	3	0.023583	10.668012	9.615105	55.555365	11.94135	11.718845	10.141558	10.141558	18.059999	0	null
1,063	2019-01-17	LULU	145.139999	146.039993	141.729996	141.729996	3,012,100	3	1.691537	148.336872	120.701465	85.663545	118.953358	71.324856	134.519168	134.519168	18.059999	0	null
1,064	2019-01-17	MAR	103.721527	109.889999	108.18	108.800003	2,143,900	3	0.220138	107.861985	99.241601	52.149064	33.384022	16.352544	103.551793	103.551793	18.059999	0	null
1,065	2019-01-17	MCHP	34.455116	38.275002	36.625	37.264999	4,357,400	3	0.260234	36.239609	30.178303	62.572199	47.53647	13.272421	33.208956	33.208956	18.059999	0	null
1,066	2019-01-17	MDLZ	37.504726	43.139999	42.599998	42.66	5,860,400	3	0.219561	38.361262	34.443568	84.320917	90.207844	99.067899	36.402415	36.402415	18.059999	0	null
1,067	2019-01-17	MELI	342.230011	346.290009	335.109985	341.26001	388,100	3	3.52023	367.111542	294.368459	77.306776	54.030368	72.638733	330.74	330.74	18.059999	0	null
1,068	2019-01-17	META	147.735672	149	146.5	146.949997	15,787,900	3	1.244275	152.553304	131.089872	76.861698	92.132333	65.231084	141.821588	141.821588	18.059999	0	null
1,069	2019-01-17	MNST	27.135	27.334999	26.945	26.950001	5,129,600	3	0.251725	28.57858	23.67642	77.77735	69.184333	53.346832	26.1275	26.1275	18.059999	0	null
1,070	2019-01-17	MRNA	16.309999	16.530001	16.049999	16.049999	315,700	3	0.02681	17.461563	15.325103	57.801677	-22.16264	37.464126	16.393333	16.393333	18.059999	0	null
1,071	2019-01-17	MRVL	15.967528	16.6	16.33	16.52	12,741,300	3	0.025398	16.966842	15.312942	48.898125	-42.236607	4.976975	16.139892	16.139892	18.059999	0	null
1,072	2019-01-17	MSFT	100.023293	106.629997	104.760002	105	28,393,000	3	0.467589	101.338807	92.5969	66.424818	134.00117	44.254926	96.967854	96.967854	18.059999	0	null
1,073	2019-01-17	MU	33.164944	34.200001	32.66	33.23	29,398,500	3	0.088094	36.06871	30.442278	54.446851	-21.058298	11.072407	33.255494	33.255494	18.059999	0	null
1,074	2019-01-17	NFLX	353.190002	355.790009	346.410004	349.5	18,871,200	3	6.852192	379.085753	261.982586	90.99327	97.463433	94.870584	320.53417	320.53417	18.059999	0	null
1,075	2019-01-17	NVDA	3.762471	3.83325	3.66025	3.68775	493,436,000	3	0.040334	3.916212	3.197483	69.716367	90.496083	56.003232	3.556848	3.556848	18.059999	0	null
1,076	2019-01-17	NXPI	72.395111	79.449997	77.589996	78.900002	5,297,000	3	0.349354	75.237882	66.324703	64.957956	48.996993	43.327507	70.781293	70.781293	18.059999	0	null
1,077	2019-01-17	ODFL	42.35508	43.626667	41.919998	42.236668	1,719,300	3	0.165324	42.939143	38.943118	68.296515	101.690344	35.635319	40.94113	40.94113	18.059999	0	null
1,078	2019-01-17	ON	17.82	17.92	17.209999	17.440001	6,039,700	3	0.135001	18.918972	15.691027	58.675078	37.282923	27.389141	17.305	17.305	18.059999	0	null
1,079	2019-01-17	ORLY	348.220001	350.279999	341.640015	344.309998	503,100	3	0.493665	348.9491	335.732571	61.109172	158.533853	32.530191	342.340836	342.340836	18.059999	0	null
1,080	2019-01-17	PANW	33.883331	34.075001	33.220001	33.360001	5,874,000	3	0.320328	34.604411	29.558367	85.690391	114.631212	67.279342	32.081389	32.081389	18.059999	0	null
1,081	2019-01-17	PAYX	57.803516	69.050003	68.25	68.300003	1,614,200	3	0.296607	58.498101	53.752835	78.04373	128.188555	100	56.125468	56.125468	18.059999	0	null
1,082	2019-01-17	PCAR	32.456875	41.246666	39.773335	39.873333	3,676,650	3	0.143404	32.570135	30.049836	71.168847	151.872942	58.328265	31.309986	31.309986	18.059999	0	null
1,083	2019-01-17	PDD	24.540001	24.99	23.879999	24.780001	3,673,000	3	0.197928	27.249744	21.111922	61.279597	19.03614	6.340537	24.180833	24.180833	18.059999	0	null
1,084	2019-01-17	PEP	91.870117	109.470001	108.089996	108.139999	4,612,200	3	-0.054351	93.302916	89.758796	50.514028	15.27364	0.285068	91.530856	91.530856	18.059999	0	null
1,085	2019-01-17	PYPL	90.400002	90.870003	89.809998	90.25	10,254,500	3	0.535913	94.279697	82.990302	65.837396	56.052229	55.367426	88.635	88.635	18.059999	0	null
1,086	2019-01-17	QCOM	47.276165	55.200001	54.369999	54.970001	18,365,000	3	-0.126459	50.129903	47.131365	31.396777	-198.0906	33.110173	48.630634	48.630634	18.059999	0	null
1,087	2019-01-17	REGN	417.380005	420.290009	402.720001	402.720001	860,200	3	2.691081	425.416135	371.233864	84.21754	116.856431	68.334968	398.324999	398.324999	18.059999	0	null
1,088	2019-01-17	ROST	85.694008	90.879997	89.25	89.669998	2,408,400	3	0.455101	89.721148	78.187446	75.521793	42.234737	37.081739	83.954297	83.954297	18.059999	0	null
1,089	2019-01-17	SBUX	56.703423	64.389999	63.599998	63.68	6,767,100	3	0.067546	57.456743	54.854778	51.417954	85.627367	24.321667	56.15576	56.15576	18.059999	0	null
1,090	2019-01-17	SIRI	57.069199	60.700001	59.900002	60.200001	1,504,570	3	-0.080817	59.636723	54.784664	56.262319	-9.477131	10.89256	57.210693	57.210693	18.059999	0	null
1,091	2019-01-17	SNPS	89.139999	89.709999	88.300003	88.309998	815,300	3	0.538589	91.257012	81.639655	73.463043	99.325641	69.126606	86.448334	86.448334	18.059999	0	null
1,092	2019-01-17	TEAM	92.919998	94.75	91.656998	94.330002	3,504,300	3	0.457294	100.101981	85.134684	57.455226	17.701032	12.647958	92.618333	92.618333	18.059999	0	null
1,093	2019-01-17	TMUS	65.003105	66.75	65.639999	66.720001	3,357,400	3	-0.016112	68.338246	63.573071	52.409716	-58.793179	7.628114	65.955659	65.955659	18.059999	0	null
1,094	2019-01-17	TSLA	23.153999	23.433332	22.943333	23.080667	55,150,500	3	0.198599	24.324916	20.135417	72.302769	81.710642	75.003164	22.230167	22.230167	18.059999	0	null
1,095	2019-01-17	TTD	13.318	13.476	12.8	12.964	6,582,000	3	0.142236	13.958658	11.118342	75.580172	84.312214	44.053237	12.5385	12.5385	18.059999	0	null
1,096	2019-01-17	TXN	82.556366	98.440002	95.849998	96.120003	6,872,300	3	0.409405	85.450279	76.255748	58.66275	61.911491	7.407821	80.853013	80.853013	18.059999	0	null
1,097	2019-01-17	VRSK	108.888519	113.830002	112.32	112.660004	613,700	3	0.425636	111.036839	102.45496	67.08737	97.086484	49.5359	106.7459	106.7459	18.059999	0	null
1,098	2019-01-17	VRTX	190.520004	191.419998	184.710007	185.770004	1,605,900	3	1.971007	198.032712	161.683956	85.05273	88.910621	93.700825	179.858334	179.858334	18.059999	0	null
1,099	2019-01-17	WBA	53.062134	72.269997	71.290001	71.339996	3,625,500	3	0.209809	54.659486	49.652802	70.952273	57.287762	42.99763	52.156144	52.156144	18.059999	0	null

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