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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 ⌀
1,300	2019-01-23	ASML	152.516922	164.050003	160.660004	163.330002	1,458,900	2	0.554145	156.688638	141.431186	57.321425	89.928715	27.406046	149.059912	149.059912	19.52	0	4
1,301	2019-01-23	AVGO	21.52841	26.091	25.365	25.954	31,771,000	2	0.199783	22.392478	19.174493	55.482886	81.106668	23.525729	20.783485	20.783485	19.52	0	null
1,302	2019-01-23	AZN	31.453373	37.029999	36.459999	37.029999	7,925,300	2	-0.209989	33.900821	29.935208	43.418797	-36.569323	15.533502	31.918015	31.918015	19.52	0	null
1,303	2019-01-23	BIIB	337.220001	344	333.290009	340.459991	1,046,800	2	2.63011	349.864177	306.111824	77.395562	86.771868	91.312111	327.988	327.988	19.52	0	null
1,304	2019-01-23	BKNG	1,728.97998	1,746.579956	1,715.109985	1,717.25	437,900	2	6.416649	1,746.596723	1,624.003342	54.445971	100.265557	14.011499	1,685.300033	1,685.300033	19.52	0	3
1,305	2019-01-23	BKR	19.190731	23.9	22.940001	23.76	4,654,900	2	0.143189	20.642399	17.575385	63.453525	41.668832	29.132057	19.108892	19.108892	19.52	0	null
1,306	2019-01-23	CDNS	45.48	46.23	45.169998	45.57	1,088,500	2	0.357804	47.053842	41.79549	64.030193	84.746934	47.911936	44.424666	44.424666	19.52	0	null
1,307	2019-01-23	CHTR	284.529999	291.350006	279.329987	287.359985	1,593,500	2	-1.226496	304.646646	282.012021	41.743059	-143.696925	10.208462	293.329333	293.329333	19.52	0	4
1,308	2019-01-23	CMCSA	31.817789	37.419998	35.959999	36.09	36,648,300	2	0.089003	31.833907	29.686815	68.196851	188.055779	39.87679	30.760361	30.760361	19.52	0	3
1,309	2019-01-23	COST	193.021255	214.850006	210	213	2,220,200	2	0.734578	196.576912	184.177375	65.317551	86.496501	46.895243	190.377143	190.377143	19.52	0	null
1,310	2019-01-23	CPRT	12.3175	12.4775	12.22	12.4625	3,524,000	2	0.021668	12.859655	11.822345	58.055231	3.965039	20.640674	12.341	12.341	19.52	0	null
1,311	2019-01-23	CSCO	37.866722	45.880001	45.02	45.139999	24,770,400	2	0.265194	38.099678	34.546242	70.660177	166.888836	56.08195	36.32296	36.32296	19.52	0	null
1,312	2019-01-23	CSGP	37.148998	38.477001	36.865002	37.804001	1,448,000	2	0.456768	38.862617	32.442716	74.874032	98.546626	51.229744	35.652667	35.652667	19.52	0	null
1,313	2019-01-23	CSX	20.062202	22.136667	21.373333	22.026667	15,826,500	2	0.122327	20.863883	18.780864	61.927527	52.38722	19.19877	19.822374	19.822374	19.52	0	null
1,314	2019-01-23	CTAS	38.776554	45.962502	45.139999	45.9025	1,849,600	2	0.317422	39.897142	35.244301	75.536628	102.298549	83.794883	37.570721	37.570721	19.52	0	null
1,315	2019-01-23	CTSH	61.453537	67.449997	66.209999	66.959999	3,350,200	2	0.465119	62.748078	56.315042	68.363709	103.460592	34.442605	59.53156	59.53156	19.52	0	null
1,316	2019-01-23	DLTR	94.440002	96.269997	93.839996	95.419998	2,233,300	2	-0.040176	99.964811	90.529856	55.940315	-12.390413	18.095242	95.247334	95.247334	19.52	0	null
1,317	2019-01-23	DXCM	36.634998	37.865002	35.689999	37.5	5,393,600	2	0.793419	40.977975	27.692692	81.240393	61.527057	45.410318	34.335334	34.335334	19.52	0	4
1,318	2019-01-23	EA	87.075493	92	88.440002	91.93	4,085,900	2	0.662618	93.715767	78.356265	64.473595	46.843348	28.412982	86.036016	86.036016	19.52	0	null
1,319	2019-01-23	EBAY	29.465319	33.529999	32.459999	33.400002	19,280,600	2	0.344	29.637823	25.171335	78.106164	187.227475	72.833547	27.404579	27.404579	19.52	0	3
1,320	2019-01-23	ENPH	6.51	6.66	6.39	6.61	1,083,400	2	0.195939	7.193066	4.4616	78.796163	81.141999	66.104877	5.827333	5.827333	19.52	0	null
1,321	2019-01-23	EXC	27.104095	33.44508	32.99572	33.02425	6,477,240	2	0.136273	27.200895	25.334133	78.23412	141.10894	45.394221	26.267514	26.267514	19.52	0	null
1,322	2019-01-23	FANG	80.829659	103.190002	100.010002	102.690002	1,464,900	2	0.162306	88.059506	76.413004	58.289708	-30.146818	2.982267	82.236255	82.236255	19.52	0	null
1,323	2019-01-23	FAST	25.120075	29.889999	29.18	29.225	5,928,000	2	0.38414	25.753546	20.88477	78.17029	145.300178	73.689258	23.319158	23.319158	19.52	0	4
1,324	2019-01-23	FTNT	14.296	14.536	13.844	14.058	14,973,000	2	0.01733	15.120857	13.387677	53.68943	2.429822	4.319232	14.254267	14.254267	19.52	0	4
1,325	2019-01-23	GILD	53.582516	69.510002	67.82	68.519997	6,952,600	2	0.168132	55.490801	50.838887	67.774479	67.83815	56.032956	53.164844	53.164844	19.52	0	3
1,326	2019-01-23	GOOG	53.585964	54.246498	52.987499	53.8675	19,340,000	2	0.161304	55.20511	51.18947	56.320723	34.832967	8.769912	53.19729	53.19729	19.52	0	null
1,327	2019-01-23	GOOGL	54.024658	54.647499	53.378502	54.342999	25,194,000	2	0.165549	55.631054	51.589928	56.215265	33.82527	11.228051	53.610491	53.610491	19.52	0	null
1,328	2019-01-23	HON	124.377701	141.289993	139.229996	140.820007	2,966,300	2	0.787329	126.665792	115.302491	74.55824	105.123058	57.294046	120.984142	120.984142	19.52	0	null
1,329	2019-01-23	IDXX	201.639999	204.039993	198.470001	201.889999	369,700	2	2.027693	206.223369	178.536629	77.912374	120.419789	67.557837	192.379999	192.379999	19.52	0	null
1,330	2019-01-23	ILMN	294.056427	299.737366	288.978607	295.262634	798,962	2	0.8397	309.159983	280.227826	52.886197	-1.761223	4.421557	294.693905	294.693905	19.52	0	null
1,331	2019-01-23	INTC	41.258175	48.799999	47.52	48.41	18,960,700	2	0.129188	43.137029	39.301305	53.191601	18.619374	3.15569	41.219167	41.219167	19.52	0	null
1,332	2019-01-23	INTU	204.001251	216.490005	209.899994	213	1,454,700	2	1.96813	211.444971	181.931596	75.638195	93.131529	64.047145	196.688283	196.688283	19.52	0	null
1,333	2019-01-23	ISRG	176.649994	179.513336	173.803329	178.746674	2,279,700	2	2.503183	187.07854	149.256575	70.616334	80.002322	43.743763	168.167558	168.167558	19.52	0	null
1,334	2019-01-23	JD	20.523411	22.6	21.754999	22.049999	11,262,200	2	-0.022836	22.492061	19.263472	51.81969	-25.35864	22.253476	20.877766	20.877766	19.52	0	null
1,335	2019-01-23	KDP	23.117064	26.66	26.42	26.57	1,877,500	2	0.089573	23.793372	21.83617	64.898264	60.322526	52.746159	22.814771	22.814771	19.52	0	null
1,336	2019-01-23	KHC	35.509384	47.700001	46.580002	47.529999	5,213,900	2	0.278062	36.614736	32.515617	82.858836	84.902272	52.806316	34.565176	34.565176	19.52	0	null
1,337	2019-01-23	KLAC	84.149513	94.510002	91.059998	94	1,361,700	2	0.223764	88.473924	80.416332	50.885432	17.83509	2.89711	84.445128	84.445128	19.52	0	null
1,338	2019-01-23	LRCX	10.106078	14.227	13.758	14.067	35,068,000	2	0.023033	10.727019	9.626818	50.191411	-10.538417	0.48753	10.176919	10.176919	19.52	0	null
1,339	2019-01-23	LULU	149.850006	151.729996	147.75	151.429993	1,602,100	2	2.771733	155.74858	119.667424	82.086895	110.980267	73.416921	137.708002	137.708002	19.52	0	null
1,340	2019-01-23	MAR	103.358147	108.370003	106.580002	107.449997	1,660,300	2	0.05897	107.398461	99.644245	50.788297	-24.901411	11.93647	103.521353	103.521353	19.52	0	null
1,341	2019-01-23	MCHP	33.645203	38.48	36.869999	38.48	4,922,600	2	0.22481	36.304355	30.535404	54.998161	31.404067	5.111612	33.419879	33.419879	19.52	0	null
1,342	2019-01-23	MDLZ	37.91428	43.52	42.889999	43.279999	8,414,000	2	0.27325	38.746476	34.601521	82.427835	94.859839	70.667455	36.673998	36.673998	19.52	0	null
1,343	2019-01-23	MELI	328.880005	337.059998	322.820007	334.790009	420,500	2	1.96062	365.826521	298.077478	60.19021	-4.190111	25.002358	331.952	331.952	19.52	0	null
1,344	2019-01-23	META	143.75087	148.800003	143.059998	148.279999	20,098,400	2	1.091027	153.379306	132.232345	60.988527	34.909395	19.826844	142.805826	142.805826	19.52	0	null
1,345	2019-01-23	MNST	27.59	27.879999	27.424999	27.690001	5,941,000	2	0.308961	28.980381	23.906286	77.3622	82.290291	62.922902	26.443333	26.443333	19.52	0	null
1,346	2019-01-23	MRNA	14.79	15.92	14.76	15.59	652,600	2	-0.11231	17.580102	14.921231	42.128426	-161.528691	10.566992	16.250667	16.250667	19.52	0	null
1,347	2019-01-23	MRVL	16.122166	16.950001	16.540001	16.73	10,392,100	2	0.011283	16.887081	15.408811	51.653446	5.779935	32.287895	16.147946	16.147946	19.52	0	null
1,348	2019-01-23	MSFT	100.579391	107.040001	105.339996	106.120003	25,874,300	2	0.658718	102.63111	92.745443	63.699029	98.757474	35.497142	97.688277	97.688277	19.52	0	null
1,349	2019-01-23	MU	33.517353	34.689999	33.439999	34.110001	31,011,600	2	0.090818	36.037335	30.728493	54.21689	5.240998	24.203766	33.382914	33.382914	19.52	0	null
1,350	2019-01-23	NFLX	321.98999	331.75	318.600006	328.25	13,480,100	2	3.82404	374.972086	269.382585	65.397824	10.332712	32.425451	322.177336	322.177336	19.52	0	null
1,351	2019-01-23	NVDA	3.702209	3.8645	3.70075	3.775	591,020,000	2	0.041159	3.968368	3.227014	60.871321	63.089634	37.294916	3.597691	3.597691	19.52	0	null
1,352	2019-01-23	NXPI	72.17556	80.5	78.290001	80.010002	3,480,800	2	0.382708	75.539552	66.83444	60.159777	51.043092	42.392852	71.186996	71.186996	19.52	0	null
1,353	2019-01-23	ODFL	42.585999	44.580002	43.189999	44.57	1,070,700	2	0.360263	44.235861	38.636085	61.142888	102.347515	22.082437	41.435973	41.435973	19.52	0	null
1,354	2019-01-23	ON	17.610001	18	17.27	17.92	4,549,300	2	0.125587	18.983378	15.875289	54.773944	23.377897	19.267923	17.429333	17.429333	19.52	0	null
1,355	2019-01-23	ORLY	347.899994	349.179993	342.51001	345	406,000	2	0.946544	351.517965	335.540706	57.466473	83.953423	23.169934	343.529336	343.529336	19.52	0	null
1,356	2019-01-23	PANW	34.286667	34.601665	33.915001	34.083332	9,368,400	2	0.396459	35.215599	29.715067	86.255738	109.976143	72.905269	32.465333	32.465333	19.52	0	null
1,357	2019-01-23	PAYX	58.719963	69.900002	68.980003	69.639999	1,756,800	2	0.451877	59.572282	53.673853	77.415288	114.535683	96.326662	56.623068	56.623068	19.52	0	null
1,358	2019-01-23	PCAR	32.605034	41.693333	40.82	41.693333	2,850,150	2	0.259812	33.393991	29.870284	65.858985	118.728145	61.053884	31.632138	31.632138	19.52	0	null
1,359	2019-01-23	PDD	26.67	27.129999	25.6	25.629999	6,518,000	2	0.293156	27.514089	21.419245	70.431814	118.781798	35.836507	24.466667	24.466667	19.52	0	null
1,360	2019-01-23	PEP	93.140251	110.790001	109.510002	109.68	5,197,400	2	0.140168	93.646433	89.893051	56.752963	120.898992	18.332781	91.769742	91.769742	19.52	0	null
1,361	2019-01-23	PYPL	90.5	91.169998	89.57	90.739998	5,595,700	2	0.465487	94.272275	83.751725	63.298223	50.501817	44.921122	89.012	89.012	19.52	0	null
1,362	2019-01-23	QCOM	44.686638	53.57	51.220001	52.919998	33,788,600	2	-0.393131	50.739527	45.636987	23.40594	-258.73047	55.623013	48.188257	48.188257	19.52	0	null
1,363	2019-01-23	REGN	401.209991	406.790009	393.170013	404.920013	914,000	2	2.181838	426.659779	373.966885	63.127831	4.384471	14.607895	400.313332	400.313332	19.52	0	null
1,364	2019-01-23	ROST	86.364059	91.879997	90.660004	91.860001	1,665,200	2	0.545326	90.223948	78.852401	70.979645	56.467351	47.185249	84.538174	84.538174	19.52	0	null
1,365	2019-01-23	SBUX	58.599991	66.699997	65.809998	65.879997	12,372,400	2	0.263884	58.349435	54.613983	64.657179	246.191745	26.899437	56.481709	56.481709	19.52	0	null
1,366	2019-01-23	SIRI	55.088299	59	56.900002	59	2,333,890	2	-0.253872	59.520993	54.32813	43.771775	-139.100767	24.834734	56.924562	56.924562	19.52	0	null
1,367	2019-01-23	SNPS	89.980003	91.220001	89.379997	89.949997	1,122,000	2	0.724799	92.672286	81.813049	68.83659	100.18912	77.913274	87.242667	87.242667	19.52	0	null
1,368	2019-01-23	TEAM	93.650002	94.400002	90.849998	92	2,447,100	2	0.148283	99.239265	85.718067	57.68421	17.428123	36.92979	92.478666	92.478666	19.52	0	null
1,369	2019-01-23	TMUS	66.523926	67.849998	66.57	66.800003	1,979,500	2	-0.004469	68.098748	63.803084	61.237848	24.117227	36.199038	65.950916	65.950916	19.52	0	null
1,370	2019-01-23	TSLA	19.172667	19.633333	18.779333	19.5	187,950,000	2	-0.247198	24.529632	18.938812	37.356593	-142.629669	38.939081	21.734222	21.734222	19.52	0	null
1,371	2019-01-23	TTD	13.384	13.7787	13.201	13.529	7,156,000	2	0.185562	14.27654	11.209726	68.695736	86.899797	42.955146	12.743133	12.743133	19.52	0	null
1,372	2019-01-23	TXN	80.821281	97.370003	94.809998	96.870003	10,298,700	2	0.305428	85.56137	76.702992	51.003761	5.716956	10.40097	81.132181	81.132181	19.52	0	null
1,373	2019-01-23	VRSK	112.400734	117.260002	115.720001	116.389999	582,100	2	0.862862	113.492444	102.053445	75.516935	155.58347	70.920874	107.772945	107.772945	19.52	0	null
1,374	2019-01-23	VRTX	189.889999	195.199997	187.779999	194.669998	2,043,000	2	2.448308	201.908311	162.994356	75.505499	78.504329	58.815349	182.451334	182.451334	19.52	0	null
1,375	2019-01-23	WBA	52.855751	72.400002	71.010002	72.099998	4,187,700	2	0.190666	54.666463	49.984632	65.689597	42.911718	25.842753	52.325547	52.325547	19.52	0	null
1,376	2019-01-23	WBD	26.559999	27.129999	26.25	26.799999	2,646,900	2	0.052373	27.951082	25.650252	54.590376	-14.461415	9.672017	26.800667	26.800667	19.52	0	null
1,377	2019-01-23	WDAY	171.660004	176.139999	170.520004	171.139999	2,004,600	2	1.139119	174.847922	156.270749	67.18871	153.033528	42.167698	165.559335	165.559335	19.52	0	null
1,378	2019-01-23	XEL	42.73386	51.150002	50.509998	50.630001	2,956,100	2	0.284472	43.061834	39.53077	78.922893	122.858316	39.055826	41.296302	41.296302	19.52	0	null
1,379	2019-01-23	ZS	45.049999	45.880001	44.27	45	973,800	2	0.319046	47.860645	39.904689	71.669942	61.468579	18.297834	43.882667	43.882667	19.52	0	null
1,380	2019-01-24	AAPL	36.462151	38.619999	37.935001	38.5275	101,766,000	3	0.116539	38.21858	34.522455	45.157668	21.925083	6.098286	36.370517	36.370517	18.889999	0	null
1,381	2019-01-24	ADBE	242.559998	245.979996	241.179993	245.619995	3,643,000	3	2.229426	253.995191	218.689807	65.56053	71.243898	51.764696	236.342499	236.342499	18.889999	0	4
1,382	2019-01-24	ADI	84.731171	95.5	90.529999	90.529999	6,478,700	3	0.853266	84.322732	72.047647	66.925325	179.478728	51.988137	78.185189	78.185189	18.889999	0	3
1,383	2019-01-24	ADP	118.767578	135.720001	133.869995	134.660004	1,903,200	3	0.519291	120.078847	112.542562	62.168739	134.215688	37.996511	116.310704	116.310704	18.889999	0	null
1,384	2019-01-24	ADSK	136.050003	137.5	135.240005	136.020004	2,117,900	3	0.904683	144.0493	125.033203	58.185413	38.109936	8.361383	134.541252	134.541252	18.889999	0	null
1,385	2019-01-24	AEP	62.853832	77.769997	76.529999	77.099998	2,047,300	3	0.437916	63.002559	57.931434	78.758967	141.924752	71.392829	60.466996	60.466996	18.889999	0	3
1,386	2019-01-24	ALGN	220.669998	224.080002	218.25	218.25	970,000	3	3.807228	226.345747	178.689252	65.097842	129.264366	46.007685	202.5175	202.5175	18.889999	0	null
1,387	2019-01-24	AMAT	35.444248	37.919998	36.009998	36.18	21,529,900	3	0.323456	34.57359	29.604675	65.934144	273.064536	48.186886	32.089132	32.089132	18.889999	0	3
1,388	2019-01-24	AMD	20.85	21.01	20.040001	20.059999	97,433,400	3	0.119611	21.795026	17.976224	59.616068	84.168459	6.865568	19.885625	19.885625	18.889999	0	1
1,389	2019-01-24	AMGN	167.423615	202.399994	199.740005	201.610001	2,390,800	3	0.610174	172.466788	159.095008	61.93589	54.653164	41.768091	165.780898	165.780898	18.889999	0	3
1,390	2019-01-24	AMZN	82.746498	82.862999	81.588997	82.053497	81,798,000	3	0.369979	87.149807	76.282567	62.320532	28.245544	3.026333	81.716187	81.716187	18.889999	0	null
1,391	2019-01-24	ANSS	158.100006	159.240005	157.009995	158.589996	445,800	3	1.856944	166.695412	138.597093	70.801752	69.115944	75.779009	152.646253	152.646253	18.889999	0	3
1,392	2019-01-24	ASML	158.895294	169.539993	167.289993	167.529999	1,385,700	3	1.020446	158.53472	140.814527	64.587441	195.944313	42.444606	149.674623	149.674623	18.889999	0	1
1,393	2019-01-24	AVGO	22.032503	26.674999	26	26.108999	35,999,000	3	0.230501	22.536744	19.186354	60.22864	123.441616	34.868691	20.861549	20.861549	18.889999	0	null
1,394	2019-01-24	AZN	30.681828	36.279999	35.689999	36.259998	6,285,400	3	-0.23607	33.853577	29.827929	38.017018	-82.501268	29.267089	31.840753	31.840753	18.889999	0	null
1,395	2019-01-24	BIIB	332.869995	337.209991	331.970001	336.910004	1,090,900	3	2.312623	349.568018	307.018232	70.041071	51.056644	80.816347	328.293125	328.293125	18.889999	0	2
1,396	2019-01-24	BKNG	1,779.888672	1,805.180054	1,748.880005	1,748.97998	695,700	3	10.80706	1,766.998044	1,615.425601	60.397307	197.275827	34.716618	1,691.211823	1,691.211823	18.889999	0	null
1,397	2019-01-24	BKR	19.240843	23.360001	22.790001	22.84	4,706,600	3	0.116974	20.600116	17.634162	63.95496	19.69811	23.786716	19.117139	19.117139	18.889999	0	null
1,398	2019-01-24	CDNS	45.939999	46.130001	45.240002	45.48	1,194,900	3	0.36804	47.169995	41.868754	66.55933	85.091065	47.911936	44.519374	44.519374	18.889999	0	null
1,399	2019-01-24	CHTR	287.579987	288	281.070007	281.070007	1,439,400	3	-1.317075	304.275155	281.664844	46.680567	-117.341883	10.208462	292.969999	292.969999	18.889999	0	4

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