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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 ⌀
1,600	2019-01-28	FTNT	14.744	14.832	14.454	14.606	6,214,000	0	0.063466	15.170367	13.471855	59.760844	78.287289	6.995028	14.321111	14.321111	18.870001	0	3
1,601	2019-01-28	GILD	53.31559	69	67.360001	68.419998	7,120,000	0	0.124959	55.386826	51.075106	62.058342	30.365757	35.894413	53.230966	53.230966	18.870001	0	2
1,602	2019-01-28	GOOG	53.312443	54.150002	53.189999	54.005501	25,686,000	0	0.138834	55.189504	51.380357	53.445954	21.835895	2.823136	53.284931	53.284931	18.870001	0	null
1,603	2019-01-28	GOOGL	53.797977	54.668499	53.730499	54.503502	29,334,000	0	0.153186	55.6469	51.779339	53.640928	29.639404	6.078975	53.713119	53.713119	18.870001	0	null
1,604	2019-01-28	HON	124.147919	140.789993	138.869995	140.330002	3,478,300	0	0.857792	127.515399	115.696994	69.993236	68.184564	25.45199	121.606197	121.606197	18.870001	0	null
1,605	2019-01-28	IDXX	205.699997	207.869995	204.050003	207.850006	424,100	0	2.920906	211.630811	177.970299	75.194916	115.48705	54.394675	194.800555	194.800555	18.870001	0	null
1,606	2019-01-28	ILMN	279.84436	285.486389	279.328796	285.486389	1,297,336	0	-1.058757	308.600641	277.953619	43.688979	-147.637017	26.943162	293.27713	293.27713	18.870001	0	null
1,607	2019-01-28	INTC	40.199612	46.73	46.049999	46.130001	35,928,700	0	0.00378	43.212616	39.209078	46.672514	-99.591265	22.793456	41.210847	41.210847	18.870001	0	null
1,608	2019-01-28	INTU	202.857422	212.899994	209.75	212.830002	972,500	0	1.895397	212.584584	183.314001	68.971088	59.450962	43.700098	197.949293	197.949293	18.870001	0	null
1,609	2019-01-28	ISRG	165.57666	170.366669	165.013336	169.699997	2,828,700	0	1.421343	186.788005	150.820515	53.679181	-14.098694	2.587038	168.80426	168.80426	18.870001	0	null
1,610	2019-01-28	JD	22.158182	24.139999	23.059999	23.43	13,925,800	0	0.111577	22.680381	19.324467	61.453592	118.445421	40.254428	21.002424	21.002424	18.870001	0	null
1,611	2019-01-28	KDP	22.93395	26.299999	25.940001	26.27	1,633,600	0	0.05574	23.732842	21.943209	60.822968	1.491782	8.73063	22.838025	22.838025	18.870001	0	null
1,612	2019-01-28	KHC	35.388657	47.110001	46.060001	46.779999	6,545,800	0	0.222844	36.618168	32.743918	75.466081	49.359166	25.369888	34.681043	34.681043	18.870001	0	null
1,613	2019-01-28	KLAC	93.155396	102.779999	98.650002	99.110001	1,682,900	0	1.198128	92.682117	78.736952	66.559785	207.598791	31.234991	85.709535	85.709535	18.870001	0	null
1,614	2019-01-28	LRCX	12.044897	16.700001	15.9	16	45,139,000	0	0.256811	11.894954	9.037781	71.364129	207.885943	48.407873	10.466367	10.466367	18.870001	0	null
1,615	2019-01-28	LULU	149.699997	150.770004	148.619995	150.339996	1,417,000	0	2.980417	158.690403	120.825155	75.804172	84.933684	72.794799	139.757779	139.757779	18.870001	0	null
1,616	2019-01-28	MAR	105.691338	110.839996	108.739998	109.110001	1,355,500	0	0.217136	107.447431	100.00305	57.043468	99.045432	15.890094	103.72524	103.72524	18.870001	0	null
1,617	2019-01-28	MCHP	36.310223	40.299999	39.009998	39.099998	5,291,000	0	0.477349	37.211101	30.520212	65.262952	124.244253	26.850693	33.865657	33.865657	18.870001	0	null
1,618	2019-01-28	MDLZ	37.574436	43.18	42.529999	42.59	6,437,700	0	0.226429	38.772915	34.827787	71.528722	58.958319	45.909283	36.800351	36.800351	18.870001	0	null
1,619	2019-01-28	MELI	355	356.420013	335.279999	338.119995	468,600	0	2.890065	367.225897	301.252992	70.068273	87.097752	45.918625	334.239444	334.239444	18.870001	0	null
1,620	2019-01-28	META	146.908829	148.960007	146.210007	148.050003	15,508,500	0	1.047367	153.632694	133.335556	63.842856	62.006024	28.595207	143.484125	143.484125	18.870001	0	null
1,621	2019-01-28	MNST	27.780001	27.905001	27.530001	27.77	3,731,800	0	0.323223	29.194989	24.142233	76.471104	75.133596	49.549294	26.668611	26.668611	18.870001	0	null
1,622	2019-01-28	MRNA	14.45	14.84	14.45	14.84	656,500	0	-0.28281	17.706133	14.2672	40.486962	-135.581108	19.152311	15.986667	15.986667	18.870001	0	null
1,623	2019-01-28	MRVL	17.745985	18.57	17.799999	17.940001	12,975,800	0	0.20868	17.692965	15.0658	68.321105	196.497004	67.40078	16.379383	16.379383	18.870001	0	null
1,624	2019-01-28	MSFT	99.043037	106.480003	104.660004	106.260002	29,476,700	0	0.604615	102.967116	93.197199	56.779788	48.931898	19.651077	98.082157	98.082157	18.870001	0	null
1,625	2019-01-28	MU	37.276306	38.959999	36.650002	36.950001	44,213,000	0	0.56928	37.80365	30.193628	64.355993	152.364096	43.969794	33.998639	33.998639	18.870001	0	null
1,626	2019-01-28	NFLX	335.660004	336.299988	328.880005	334.700012	8,652,100	0	3.188807	372.917142	275.198418	68.707769	39.459832	39.558229	324.05778	324.05778	18.870001	0	null
1,627	2019-01-28	NVDA	3.422479	3.541	3.275	3.41375	2,511,528,000	0	0.033338	4.042687	3.209937	47.68288	-87.321565	17.612617	3.626312	3.626312	18.870001	0	null
1,628	2019-01-28	NXPI	78.359428	85.75	82.610001	83.629997	3,655,600	0	1.103691	78.734829	65.84397	73.799399	160.121717	40.085706	72.289399	72.289399	18.870001	0	null
1,629	2019-01-28	ODFL	44.124352	45.386665	44.263332	44.586666	1,105,800	0	0.479067	44.845235	38.734923	67.367495	130.750873	35.547932	41.790079	41.790079	18.870001	0	null
1,630	2019-01-28	ON	19.66	20	19.25	19.34	6,704,600	0	0.363095	20.000097	15.578791	64.911186	168.669745	53.289925	17.789444	17.789444	18.870001	0	null
1,631	2019-01-28	ORLY	335.670013	340.339996	333.109985	336.160004	624,500	0	-0.443567	351.205173	333.904833	43.271497	-134.543089	19.53681	342.555003	342.555003	18.870001	0	null
1,632	2019-01-28	PANW	34.601665	34.793331	34.084999	34.433334	5,131,800	0	0.503993	35.978895	29.75592	80.088331	85.396107	50.986813	32.867407	32.867407	18.870001	0	null
1,633	2019-01-28	PAYX	58.854496	70.169998	69.639999	69.860001	1,734,500	0	0.518774	60.181127	53.809752	73.640651	94.855533	90.895519	56.99544	56.99544	18.870001	0	null
1,634	2019-01-28	PCAR	32.435711	41.226665	40.639999	41.18	6,590,100	0	0.27093	33.659758	29.982903	60.726713	63.393405	31.178709	31.821331	31.821331	18.870001	0	null
1,635	2019-01-28	PDD	29	29.059999	28.209999	28.35	3,325,400	0	0.774119	29.734163	20.736948	74.342984	155.786643	54.576704	25.235556	25.235556	18.870001	0	null
1,636	2019-01-28	PEP	91.533676	109.599998	108	108.959999	4,055,900	0	0.076379	93.504264	90.069616	48.307233	-23.492294	15.685359	91.78694	91.78694	18.870001	0	null
1,637	2019-01-28	PYPL	92.300003	93.419998	90.690002	93.300003	7,361,100	0	0.737136	95.360894	83.967995	63.689127	84.996088	33.469253	89.664444	89.664444	18.870001	0	null
1,638	2019-01-28	QCOM	43.71125	51.290001	50.240002	50.32	24,457,600	0	-0.781585	51.477833	43.48595	23.390594	-162.730791	61.212736	47.481892	47.481892	18.870001	0	null
1,639	2019-01-28	REGN	413.950012	416.48999	408.809998	415.109985	761,000	0	2.803071	428.66464	376.320915	67.132486	86.187708	32.615176	402.492778	402.492778	18.870001	0	null
1,640	2019-01-28	ROST	86.392365	92.25	90.940002	92.25	2,362,200	0	0.519525	90.292681	79.467792	67.299664	57.149878	35.347302	84.880236	84.880236	18.870001	0	null
1,641	2019-01-28	SBUX	59.014603	66.959999	65.910004	66.190002	11,537,700	0	0.425614	59.203536	54.411091	61.556786	156.41294	8.647125	56.807313	56.807313	18.870001	0	null
1,642	2019-01-28	SIRI	54.239319	58.299999	57	58.299999	2,662,560	0	-0.466508	59.546004	53.481406	40.968844	-117.609238	26.949575	56.513705	56.513705	18.870001	0	null
1,643	2019-01-28	SNPS	91.650002	92.389999	90.889999	92.389999	796,900	0	1.012637	94.348239	81.791762	67.341395	102.411611	59.30234	88.070001	88.070001	18.870001	0	null
1,644	2019-01-28	TEAM	94.720001	95.120003	92.529999	94.419998	954,700	0	0.35986	99.251247	86.424308	58.561372	44.096582	32.796709	92.837777	92.837777	18.870001	0	null
1,645	2019-01-28	TMUS	66.347313	68.489998	67.059998	67.870003	2,958,100	0	0.11773	68.253257	63.987847	57.709563	35.162285	25.187805	66.120552	66.120552	18.870001	0	null
1,646	2019-01-28	TSLA	19.758667	19.830667	19.183332	19.527332	96,349,500	0	-0.413162	24.384828	18.393913	42.027053	-86.403896	34.038141	21.38937	21.38937	18.870001	0	null
1,647	2019-01-28	TTD	13.569	13.658	13.353	13.619	6,096,000	0	0.203305	14.436435	11.341121	68.021292	77.062965	35.900203	12.888778	12.888778	18.870001	0	null
1,648	2019-01-28	TXN	86.906792	104.129997	101.760002	101.879997	7,292,700	0	0.978845	88.353633	75.942808	62.519545	162.212316	28.759808	82.14822	82.14822	18.870001	0	null
1,649	2019-01-28	VRSK	111.842644	116.660004	115.309998	116.660004	449,300	0	0.99968	114.691565	102.31032	69.001689	93.333993	38.484109	108.500943	108.500943	18.870001	0	null
1,650	2019-01-28	VRTX	188.089996	188.979996	185.759995	188.940002	1,513,500	0	1.862775	201.585899	165.185212	68.782433	44.501617	45.640048	183.385556	183.385556	18.870001	0	null
1,651	2019-01-28	WBA	52.759922	71.669998	70.470001	71.370003	4,088,300	0	0.142832	54.556615	50.243368	62.689503	12.975179	8.356741	52.399992	52.399992	18.870001	0	null
1,652	2019-01-28	WBD	27.790001	27.84	27.23	27.4	2,422,300	0	0.136816	28.154423	25.712244	66.426307	102.661614	19.53879	26.933333	26.933333	18.870001	0	null
1,653	2019-01-28	WDAY	172.5	174.979996	170.669998	174.479996	1,037,800	0	1.578764	177.150498	156.479505	64.277935	105.376516	39.98219	166.815002	166.815002	18.870001	0	null
1,654	2019-01-28	XEL	42.165527	50.810001	50.099998	50.540001	2,412,000	0	0.277991	43.344202	39.633794	65.547498	60.822447	20.702553	41.488998	41.488998	18.870001	0	null
1,655	2019-01-28	ZS	45.59	45.610001	44.259998	44.970001	959,700	0	0.364618	47.985771	40.323118	71.840885	60.110072	0.276472	44.154445	44.154445	18.870001	0	null
1,656	2019-01-29	AAPL	36.934937	39.532501	38.5275	39.0625	166,348,800	1	0.1718	38.362815	34.674591	48.508191	72.348049	16.253347	36.518703	36.518703	19.129999	0	null
1,657	2019-01-29	ADBE	238.270004	242.869995	237.270004	241.809998	1,937,100	1	1.607769	253.940994	220.432689	57.95098	26.37897	22.733926	237.186841	237.186841	19.129999	0	3
1,658	2019-01-29	ADI	86.752197	98.300003	96.57	98.300003	2,171,800	1	1.640305	88.274745	70.894196	68.759619	164.3253	54.502259	79.58447	79.58447	19.129999	0	null
1,659	2019-01-29	ADP	118.106552	135.880005	133.759995	135.369995	1,726,500	1	0.617535	120.924307	112.62697	57.283058	83.608443	22.027069	116.775638	116.775638	19.129999	0	null
1,660	2019-01-29	ADSK	140.160004	141.770004	139.009995	140.919998	806,600	1	1.267237	145.52185	125.601312	61.972187	96.438622	35.249565	135.561581	135.561581	19.129999	0	null
1,661	2019-01-29	AEP	62.223255	77.410004	76.510002	77.120003	2,439,300	1	0.44035	63.366491	58.097434	69.855794	91.218817	64.289364	60.731962	60.731962	19.129999	0	null
1,662	2019-01-29	ALGN	222.029999	223.839996	216.520004	222.160004	1,928,000	1	4.669838	232.799758	178.886558	63.188189	86.644858	35.087935	205.843158	205.843158	19.129999	0	3
1,663	2019-01-29	AMAT	35.800377	39.349998	37.84	39.27	8,754,600	1	0.731801	36.62587	28.871359	64.45098	159.774135	46.132903	32.748614	32.748614	19.129999	0	3
1,664	2019-01-29	AMD	19.25	20.389999	19.049999	20.26	131,202,500	1	0.087707	21.985751	17.964775	49.254781	-39.224002	7.491891	19.975263	19.975263	19.129999	0	2
1,665	2019-01-29	AMGN	160.042557	193.669998	190.800003	192.179993	3,182,100	1	-0.394388	172.273859	158.045829	45.384461	-120.843491	27.293044	165.159844	165.159844	19.129999	0	2
1,666	2019-01-29	AMZN	79.694	81.619003	79.536003	81.563499	92,656,000	1	0.078785	86.837922	76.59113	51.075881	-46.574935	14.434081	81.714526	81.714526	19.129999	0	null
1,667	2019-01-29	ANSS	158.860001	160.820007	158.270004	159.960007	229,400	1	1.858267	167.983374	139.758735	67.520521	67.387775	61.977352	153.871054	153.871054	19.129999	0	null
1,668	2019-01-29	ASML	164.267075	174.779999	172.330002	174.440002	966,800	1	2.589218	165.984885	138.129959	67.111085	160.600064	48.654202	152.057422	152.057422	19.129999	0	null
1,669	2019-01-29	AVGO	22.264078	26.76	26.382999	26.735001	27,870,000	1	0.312825	22.987155	19.204543	61.394457	110.94732	29.374329	21.095849	21.095849	19.129999	0	null
1,670	2019-01-29	AZN	30.476082	35.889999	35.549999	35.84	4,498,800	1	-0.293598	33.721424	29.541767	36.962692	-79.530268	27.426755	31.631596	31.631596	19.129999	0	null
1,671	2019-01-29	BIIB	334.480011	335.079987	326.01001	327.140015	1,645,700	1	1.704659	349.134637	309.17589	66.208963	29.320173	33.386478	329.155264	329.155264	19.129999	0	1
1,672	2019-01-29	BKNG	1,792.90332	1,820.400024	1,794.199951	1,816.619995	212,300	1	19.743643	1,809.831419	1,604.51751	61.426834	145.423548	31.735093	1,707.174464	1,707.174464	19.129999	0	null
1,673	2019-01-29	BKR	19.341053	23.360001	23.02	23.209999	3,365,200	1	0.079695	20.534966	17.783207	61.995232	30.673359	19.512862	19.159087	19.159087	19.129999	0	null
1,674	2019-01-29	CDNS	46.299999	46.580002	45.970001	46.450001	1,020,000	1	0.431429	47.644977	42.003443	66.750096	88.231737	39.950938	44.82421	44.82421	19.129999	0	null
1,675	2019-01-29	CHTR	289.779999	292.970001	287.579987	290.700012	782,200	1	-0.976899	303.084946	282.132947	49.746948	-38.091132	8.944328	292.608946	292.608946	19.129999	0	null
1,676	2019-01-29	CMCSA	31.119169	36.330002	35.380001	35.380001	19,312,300	1	0.052744	31.7926	29.802026	57.723479	43.555692	13.258175	30.797313	30.797313	19.129999	0	4
1,677	2019-01-29	COST	191.401321	210.539993	208.570007	210.320007	1,636,500	1	0.380717	196.095485	185.015307	57.928088	20.622326	12.499019	190.555396	190.555396	19.129999	0	3
1,678	2019-01-29	CPRT	12.395	12.485	12.3325	12.4625	2,915,600	1	0.020187	12.829069	11.893826	58.516194	22.661606	24.953874	12.361447	12.361447	19.129999	0	null
1,679	2019-01-29	CSCO	38.283215	46.049999	45.650002	45.810001	14,470,100	1	0.400584	38.945036	34.492057	70.41723	113.801428	44.000146	36.718547	36.718547	19.129999	0	null
1,680	2019-01-29	CSGP	37.993999	38.287998	37.772999	38.278999	1,404,000	1	0.544887	39.634071	32.675402	74.725161	90.596402	57.932106	36.154737	36.154737	19.129999	0	null
1,681	2019-01-29	CSX	20.167019	22.033333	21.776667	21.950001	13,224,900	1	0.102185	20.88727	18.922061	61.13088	60.823465	29.106702	19.904666	19.904666	19.129999	0	null
1,682	2019-01-29	CTAS	38.980938	46.0075	45.580002	45.932499	1,365,600	1	0.342201	40.282777	35.479108	72.253834	86.54096	53.576043	37.880942	37.880942	19.129999	0	null
1,683	2019-01-29	CTSH	62.919785	69.230003	68.379997	69	2,902,300	1	0.749409	64.507381	56.089428	68.017198	111.776579	40.799612	60.298405	60.298405	19.129999	0	null
1,684	2019-01-29	DLTR	96.199997	96.459999	95.059998	95.550003	2,011,700	1	0.083722	99.63579	91.102105	59.43983	26.027796	30.821304	95.368947	95.368947	19.129999	0	null
1,685	2019-01-29	DXCM	35.012501	35.535	34.575001	35.264999	2,878,800	1	0.42961	40.59392	28.632923	67.144415	12.810358	17.669036	34.613421	34.613421	19.129999	0	null
1,686	2019-01-29	EA	85.22905	89.889999	86.82	89.889999	3,961,400	1	0.433166	93.674613	79.288602	56.031406	-5.51207	1.158627	86.481608	86.481608	19.129999	0	3
1,687	2019-01-29	EBAY	30.441164	34.43	33.540001	34.369999	19,304,100	1	0.609463	31.15905	24.863994	78.595712	128.914182	76.168606	28.011522	28.011522	19.129999	0	4
1,688	2019-01-29	ENPH	7.1	7.19	6.94	6.99	1,696,200	1	0.240908	7.526066	4.557092	83.721041	106.162269	74.719867	6.041579	6.041579	19.129999	0	null
1,689	2019-01-29	EXC	26.716642	33.174038	32.838802	33.02425	7,206,420	1	0.130454	27.364538	25.416817	65.400004	67.284434	17.426746	26.390678	26.390678	19.129999	0	null
1,690	2019-01-29	FANG	79.89637	101.82	99.68	101.190002	1,505,100	1	-0.283481	87.246368	76.54237	53.861276	-48.214431	6.65251	81.894369	81.894369	19.129999	0	null
1,691	2019-01-29	FAST	25.576412	30.145	29.700001	29.799999	4,761,600	1	0.471289	26.486641	21.00423	79.104297	104.119788	61.116087	23.745436	23.745436	19.129999	0	3
1,692	2019-01-29	FTNT	14.642	14.9	14.556	14.79	7,452,000	1	0.068827	15.176358	13.499642	57.886507	78.217673	9.59854	14.338	14.338	19.129999	0	null
1,693	2019-01-29	GILD	54.634537	69.959999	68.040001	68.07	6,989,300	1	0.182637	55.496702	51.112975	67.494745	114.406115	45.135107	53.304838	53.304838	19.129999	0	3
1,694	2019-01-29	GOOG	52.841133	53.7575	52.793251	53.633999	20,436,000	1	0.076204	55.123653	51.399493	50.817713	-20.450599	3.905222	53.261573	53.261573	19.129999	0	null
1,695	2019-01-29	GOOGL	53.30975	54.2365	53.300999	54.051998	19,704,000	1	0.090092	55.580278	51.803501	50.967164	-14.831887	1.256554	53.691889	53.691889	19.129999	0	null
1,696	2019-01-29	HON	125.261467	142.210007	140.5	140.850006	2,424,500	1	0.891035	127.781186	115.815972	72.400778	96.718147	34.57564	121.798579	121.798579	19.129999	0	null
1,697	2019-01-29	IDXX	204.289993	207.110001	203.369995	205.179993	475,100	1	2.865347	212.225683	178.374315	72.173953	96.958455	49.77407	195.299999	195.299999	19.129999	0	null
1,698	2019-01-29	ILMN	277.490265	281.731506	272.879364	281.167328	1,354,493	1	-1.888415	309.006237	275.886248	42.397286	-166.947768	36.568698	292.446242	292.446242	19.129999	0	null
1,699	2019-01-29	INTC	40.053314	46.970001	46.330002	46.779999	20,988,300	1	-0.077603	43.166491	39.133357	45.994817	-82.679386	18.704468	41.149924	41.149924	19.129999	0	null

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