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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 ⌀
2,200	2019-02-05	TXN	87.265091	102.400002	100.980003	102.209999	6,372,200	1	1.119322	89.461333	79.010379	60.864327	87.986701	18.739406	83.27072	83.27072	15.57	0	null
2,201	2019-02-05	VRSK	115.402962	119.989998	118.230003	119.010002	688,200	1	1.357425	116.352975	105.424139	75.571908	115.836726	62.527015	109.809873	109.809873	15.57	0	null
2,202	2019-02-05	VRTX	187.020004	190.740005	185.440002	185.809998	1,643,500	1	1.189683	195.346105	180.197897	62.880809	39.414198	24.636207	184.658334	184.658334	15.57	0	null
2,203	2019-02-05	WBA	52.560925	71.730003	70.830002	71.379997	7,128,600	1	0.080793	53.517888	52.23489	58.505246	10.050036	7.52662	52.50656	52.50656	15.57	0	null
2,204	2019-02-05	WBD	29.040001	29.59	28.299999	28.370001	4,842,600	1	0.328149	28.801701	26.101299	66.852409	194.49352	13.81606	27.217083	27.217083	15.57	0	null
2,205	2019-02-05	WDAY	189.289993	190.350006	187.5	188.210007	2,041,900	1	3.957836	187.814366	156.688634	72.299315	200.06307	48.39594	170.235001	170.235001	15.57	0	null
2,206	2019-02-05	XEL	43.795311	52.509998	52.02	52.41	2,775,700	1	0.466921	44.272208	40.253577	74.196439	126.498492	55.726052	41.941601	41.941601	15.57	0	null
2,207	2019-02-05	ZS	48.32	49.950001	47.852001	49.380001	1,603,500	1	0.857474	48.743282	42.765718	73.423095	170.199141	39.227034	44.98125	44.98125	15.57	0	null
2,208	2019-02-06	AAPL	41.605553	43.892502	43.212502	43.662498	112,958,400	2	0.962802	41.625992	34.226504	67.447637	191.449999	57.848311	37.476309	37.476309	15.38	0	null
2,209	2019-02-06	ADBE	254.350006	255.929993	250.710007	255.059998	2,539,100	2	3.321607	255.88571	232.107292	68.825629	125.546977	39.503217	240.333201	240.333201	15.38	0	3
2,210	2019-02-06	ADI	91.581192	103.480003	101	101.050003	3,279,400	2	2.463347	93.610221	73.976863	73.142394	130.253917	69.097798	81.979355	81.979355	15.38	0	null
2,211	2019-02-06	ADP	128.277817	146.089996	144.600006	145	2,039,600	2	2.194613	128.317911	111.704543	74.720922	192.611724	67.207926	118.904728	118.904728	15.38	0	null
2,212	2019-02-06	ADSK	152.279999	153.139999	150.789993	152.160004	1,325,800	2	3.402454	153.65532	129.199684	72.51781	156.730605	57.883175	138.969201	138.969201	15.38	0	3
2,213	2019-02-06	AEP	64.034096	79.470001	78.529999	78.82	1,587,700	2	0.728621	65.003524	59.034761	74.429544	116.402024	70.900255	61.453982	61.453982	15.38	0	2
2,214	2019-02-06	ALGN	244.039993	246.460007	240.699997	244	988,000	2	8.631075	256.388338	184.852661	69.659451	120.905035	58.868871	214.755599	214.755599	15.38	0	null
2,215	2019-02-06	AMAT	37.749714	40.709999	39.200001	39.290001	21,058,100	2	1.018493	38.997555	29.818829	67.414669	115.95113	49.742367	33.746822	33.746822	15.38	0	null
2,216	2019-02-06	AMD	23.26	24.139999	23.219999	23.629999	78,684,300	2	0.772616	24.865408	17.738592	60.658776	124.70388	25.890996	20.8896	20.8896	15.38	0	1
2,217	2019-02-06	AMGN	158.917877	191.869995	188.110001	188.309998	3,322,400	2	-1.885679	173.916633	152.324099	46.305502	-64.249892	29.253345	162.986323	162.986323	15.38	0	5
2,218	2019-02-06	AMZN	82.013	83.612999	81.667	83.537498	78,798,000	2	0.10915	85.725985	79.766014	53.915182	22.147627	0.70229	81.99858	81.99858	15.38	0	null
2,219	2019-02-06	ANSS	170.779999	171.309998	166.009995	169.690002	435,400	2	3.36347	171.995936	148.885069	77.371903	126.752836	54.084568	157.139602	157.139602	15.38	0	null
2,220	2019-02-06	ASML	175.791428	187.050003	184.020004	184.050003	1,554,900	2	4.425324	176.526944	141.225094	73.117962	154.088806	67.970604	156.154289	156.154289	15.38	0	4
2,221	2019-02-06	AVGO	23.090872	28	27.275	27.327	27,064,000	2	0.385901	23.315076	20.382359	64.898685	131.896734	48.167596	21.464137	21.464137	15.38	0	null
2,222	2019-02-06	AZN	31.607683	37.150002	36.84	36.98	3,083,500	2	-0.052368	32.499187	29.966063	47.805246	5.850923	6.850503	31.577506	31.577506	15.38	0	null
2,223	2019-02-06	BIIB	333.23999	338.410004	331.630005	337.470001	934,500	2	1.032711	340.770311	326.623689	60.082804	54.744251	27.593264	330.032	330.032	15.38	0	null
2,224	2019-02-06	BKNG	1,890.170898	1,910	1,874.780029	1,895.939941	243,000	2	36.127532	1,911.064484	1,595.985369	70.265331	145.819759	51.533675	1,739.875854	1,739.875854	15.38	0	3
2,225	2019-02-06	BKR	20.937328	25.370001	24.860001	25.02	4,800,900	2	0.327794	20.965263	18.562857	69.922216	178.668947	53.002242	19.475024	19.475024	15.38	0	null
2,226	2019-02-06	CDNS	50.48	50.580002	49.759998	50.09	1,402,400	2	1.072304	50.45936	42.639639	80.229247	173.399192	76.907006	45.843999	45.843999	15.38	0	null
2,227	2019-02-06	CHTR	343.51001	343.790009	338.910004	340	1,217,000	2	9.419198	345.882922	260.345081	77.685762	186.821755	64.052019	301.7076	301.7076	15.38	0	4
2,228	2019-02-06	CMCSA	32.059288	37.290001	36.790001	37.139999	20,357,300	2	0.222051	32.195387	30.106763	62.041981	161.977741	26.371648	30.991857	30.991857	15.38	0	2
2,229	2019-02-06	COST	192.575363	212.259995	210.479996	212.259995	1,618,800	2	0.422788	194.60258	189.62887	57.232925	60.09268	29.261624	191.078038	191.078038	15.38	0	2
2,230	2019-02-06	CPRT	12.9825	12.9975	12.8	12.9375	3,238,400	2	0.109079	12.966017	12.155733	70.735508	163.882632	46.373277	12.4646	12.4646	15.38	0	null
2,231	2019-02-06	CSCO	39.549324	47.59	46.950001	47.119999	18,160,500	2	0.624286	40.363927	35.236254	75.708352	111.67334	57.152914	37.349621	37.349621	15.38	0	null
2,232	2019-02-06	CSGP	39.605999	40.104	39.381001	39.966999	1,329,000	2	0.792753	40.587303	34.868097	76.350185	109.625673	52.806791	36.93176	36.93176	15.38	0	null
2,233	2019-02-06	CSX	20.990099	22.813334	22.620001	22.693333	16,152,900	2	0.197457	21.003608	19.603866	67.823669	153.150744	51.584988	20.08428	20.08428	15.38	0	null
2,234	2019-02-06	CTAS	40.779884	47.970001	47.677502	47.875	1,578,800	2	0.597468	41.143697	36.876714	79.461476	130.668465	71.59826	38.467262	38.467262	15.38	0	null
2,235	2019-02-06	CTSH	68.271523	74.690002	70	70.019997	7,242,000	2	1.293567	67.296486	57.425074	79.052228	160.721144	70.208372	61.46491	61.46491	15.38	0	3
2,236	2019-02-06	DLTR	97.790001	98.099998	97.07	97.779999	1,339,800	2	0.491533	98.861317	93.597684	61.758712	85.076411	39.555129	95.84	95.84	15.38	0	null
2,237	2019-02-06	DXCM	36.290001	37.442501	36.009998	37.0075	3,194,800	2	0.345153	37.870131	34.38687	66.060634	58.180574	31.067664	34.9543	34.9543	15.38	0	null
2,238	2019-02-06	EA	78.361107	81.589996	78	79.139999	30,198,600	2	-0.240406	92.982171	82.444703	44.051089	-204.862637	31.45627	86.587796	86.587796	15.38	0	3
2,239	2019-02-06	EBAY	32.058544	35.709999	35	35.119999	11,340,000	2	0.852603	32.869131	25.981079	80.394474	117.686303	66.137445	28.802818	28.802818	15.38	0	3
2,240	2019-02-06	ENPH	7.32	7.53	7.26	7.3	1,471,500	2	0.272573	7.744902	5.498098	79.697193	99.636902	53.229755	6.312	6.312	15.38	0	null
2,241	2019-02-06	EXC	27.364323	33.908703	33.516403	33.609131	7,175,716	2	0.219196	27.739991	25.925193	68.985407	105.371094	35.167954	26.622039	26.622039	15.38	0	null
2,242	2019-02-06	FANG	81.084923	102.550003	99.839996	101.099998	1,347,000	2	-0.128007	85.894605	79.074335	55.007672	-36.023122	13.646821	81.905907	81.905907	15.38	0	2
2,243	2019-02-06	FAST	26.426949	31.059999	30.605	30.674999	4,252,000	2	0.600476	27.383437	22.378249	81.940214	100.46345	61.408724	24.331266	24.331266	15.38	0	3
2,244	2019-02-06	FTNT	16.243999	16.459999	16.007999	16.4	13,943,500	2	0.368526	16.29115	13.51425	71.09754	194.334876	48.467769	14.68856	14.68856	15.38	0	null
2,245	2019-02-06	GILD	53.975067	69.309998	67.269997	67.580002	7,580,200	2	0.201193	55.274586	52.5036	59.465398	21.302432	3.657742	53.587225	53.587225	15.38	0	3
2,246	2019-02-06	GOOG	55.561863	57.349998	55.6385	56.9785	42,112,000	2	0.574902	56.749492	51.586395	58.747477	148.243722	34.920193	53.851147	53.851147	15.38	0	null
2,247	2019-02-06	GOOGL	55.941708	57.700001	55.917999	57.463501	48,256,000	2	0.566203	57.158451	52.025996	58.51768	141.761967	33.656975	54.274371	54.274371	15.38	0	null
2,248	2019-02-06	HON	131.58902	149.490005	148.289993	148.990005	3,147,200	2	1.894029	131.766674	118.223324	81.721791	162.656245	65.147082	123.573501	123.573501	15.38	0	null
2,249	2019-02-06	IDXX	208.830002	209.75	207.190002	207.720001	504,400	2	2.906147	214.790732	188.451266	66.691645	91.77911	35.732885	198.260399	198.260399	15.38	0	null
2,250	2019-02-06	ILMN	276.439697	277.587555	272.606995	272.606995	778,607	2	-4.281489	311.650098	263.377139	44.32238	-86.236983	35.636585	287.718677	287.718677	15.38	0	null
2,251	2019-02-06	INTC	43.217213	50.639999	49.82	49.950001	21,647,800	2	0.259281	43.412298	39.838713	59.506232	155.927924	27.837859	41.354787	41.354787	15.38	0	null
2,252	2019-02-06	INTU	215.862228	224.850006	221.080002	224.149994	915,900	2	3.222314	215.49885	193.02171	74.914312	144.068708	57.652703	201.066389	201.066389	15.38	0	null
2,253	2019-02-06	ISRG	173.983337	174.623337	171.100006	173.786667	1,517,100	2	1.042266	181.883654	164.261011	60.050708	43.477989	11.548718	169.782933	169.782933	15.38	0	null
2,254	2019-02-06	JD	23.456659	25.715	24.959999	25.469999	11,083,100	2	0.495155	24.027187	19.649283	63.963808	143.409873	57.380952	21.565928	21.565928	15.38	0	null
2,255	2019-02-06	KDP	23.649	27.23	27.01	27.139999	1,174,000	2	0.168084	23.850223	22.610639	68.182678	123.073562	44.312953	23.031612	23.031612	15.38	0	null
2,256	2019-02-06	KHC	35.984749	48.07	47.485001	47.950001	5,012,400	2	0.298657	36.636624	34.177649	70.808171	86.042167	43.85408	35.021331	35.021331	15.38	0	null
2,257	2019-02-06	KLAC	98.780624	109.139999	106.980003	106.989998	1,993,000	2	2.76511	101.977002	78.903678	71.671036	129.702343	52.402319	88.907327	88.907327	15.38	0	null
2,258	2019-02-06	LRCX	12.845665	18.052999	17.4	17.433001	33,794,000	2	0.48995	13.419696	9.177068	74.687511	125.091557	63.722613	11.023828	11.023828	15.38	0	null
2,259	2019-02-06	LULU	145.759995	147.270004	143.470001	146.960007	1,452,900	2	1.636014	157.105952	132.914048	66.758379	34.680081	32.83287	141.8568	141.8568	15.38	0	null
2,260	2019-02-06	MAR	112.136299	117.75	116.669998	116.769997	1,555,800	2	1.564222	112.229811	100.189418	69.479597	192.936435	56.832481	105.422452	105.422452	15.38	0	null
2,261	2019-02-06	MCHP	40.409534	45.875	44.005001	44.25	20,278,200	2	0.969806	39.027923	32.186709	75.030178	231.482582	60.014776	34.832471	34.832471	15.38	0	null
2,262	2019-02-06	MDLZ	40.258324	46.32	45.790001	45.93	6,653,500	2	0.688913	40.612519	35.534976	76.970494	162.040005	79.825261	37.558057	37.558057	15.38	0	null
2,263	2019-02-06	MELI	358.920013	365.75	352.959991	360.369995	501,500	2	6.099877	372.238269	325.872732	66.260109	88.285813	28.709653	341.9388	341.9388	15.38	0	null
2,264	2019-02-06	META	169.841232	172.470001	169.270004	171.199997	13,281,200	2	5.174434	171.561579	131.733862	75.894275	181.778246	57.151963	148.651764	148.651764	15.38	0	null
2,265	2019-02-06	MNST	28.68	28.83	28.635	28.715	5,392,600	2	0.461263	29.272198	26.277803	75.450462	99.303287	64.311509	27.2022	27.2022	15.38	0	null
2,266	2019-02-06	MRNA	18.139999	18.389999	17.110001	17.25	1,015,900	2	0.187509	18.04692	14.04508	63.734653	159.139476	57.066771	16.0772	16.0772	15.38	0	null
2,267	2019-02-06	MRVL	18.403242	19.17	18.85	18.9	18,243,700	2	0.386567	18.704952	15.407744	70.408376	138.872957	73.492624	16.80804	16.80804	15.38	0	null
2,268	2019-02-06	MSFT	99.938454	107	105.529999	107	20,609,800	2	0.36006	102.233159	96.013144	55.30959	73.421883	10.400434	98.349695	98.349695	15.38	0	null
2,269	2019-02-06	MU	40.643707	41.959999	40.369999	40.400002	47,472,600	2	1.147054	40.574787	31.353404	69.89939	163.152347	58.234216	35.200265	35.200265	15.38	0	null
2,270	2019-02-06	NFLX	352.190002	357.040009	347.190002	357	6,717,700	2	5.287714	361.678278	315.246725	69.463231	90.564403	41.97212	329.651602	329.651602	15.38	0	null
2,271	2019-02-06	NVDA	3.794213	3.89	3.77675	3.78225	702,464,000	2	0.013893	4.01454	3.321188	57.034262	81.556772	23.834062	3.612419	3.612419	15.38	0	null
2,272	2019-02-06	NXPI	84.57074	94.639999	91.82	92.489998	9,862,900	2	2.250443	84.759215	67.808395	79.98981	165.754965	68.9585	74.744975	74.744975	15.38	0	null
2,273	2019-02-06	ODFL	45.204121	47.66	46.169998	47.273335	1,685,400	2	0.814116	46.777543	39.967925	64.251905	115.464953	45.279571	42.735472	42.735472	15.38	0	null
2,274	2019-02-06	ON	22.82	23.35	22.200001	22.24	15,122,400	2	0.876683	22.423615	16.005385	74.810928	195.092431	76.923044	18.6704	18.6704	15.38	0	null
2,275	2019-02-06	ORLY	353.619995	359	352.309998	356.579987	893,800	2	2.13609	357.415702	333.1303	58.280985	180.605059	28.957059	344.412802	344.412802	15.38	0	null
2,276	2019-02-06	PANW	36.758331	36.806667	36.141666	36.560001	4,973,400	2	0.809125	37.449069	31.533597	82.878117	117.599757	57.687776	33.760267	33.760267	15.38	0	null
2,277	2019-02-06	PAYX	62.457027	73.800003	73.260002	73.589996	2,249,900	2	1.044588	62.652876	54.980179	82.221966	156.680549	90.59747	58.065402	58.065402	15.38	0	null
2,278	2019-02-06	PCAR	34.689804	43.919998	42.973331	43.313332	3,180,750	2	0.607272	35.568791	30.416448	70.179337	114.346746	44.851562	32.572226	32.572226	15.38	0	null
2,279	2019-02-06	PDD	28	29.33	27.889999	28.549999	9,598,200	2	0.913736	31.611393	22.993607	60.519105	60.521842	31.597043	26.3872	26.3872	15.38	0	null
2,280	2019-02-06	PEP	95.091713	113.580002	112.300003	113.410004	4,209,400	2	0.656926	95.70242	89.330664	61.473852	172.868618	30.453277	92.455559	92.455559	15.38	0	null
2,281	2019-02-06	PYPL	92.25	92.290001	90.190002	90.800003	5,939,400	2	0.452802	93.653271	88.617731	58.82717	61.420467	0.046937	90.098	90.098	15.38	0	null
2,282	2019-02-06	QCOM	44.108311	51.639999	50.93	50.939999	11,052,900	2	-0.934038	50.802628	40.545598	34.050657	-59.839587	17.986883	46.279027	46.279027	15.38	0	null
2,283	2019-02-06	REGN	406.559998	429.899994	406.399994	428.899994	1,330,800	2	3.549066	431.881519	393.957479	56.326602	43.885778	5.775135	407.773999	407.773999	15.38	0	null
2,284	2019-02-06	ROST	87.449379	93.010002	91.709999	92.919998	1,393,200	2	0.531949	88.094454	84.804459	66.94901	75.295174	31.395025	85.493139	85.493139	15.38	0	null
2,285	2019-02-06	SBUX	61.05172	69.389999	68.5	69.230003	10,283,400	2	0.8459	61.753945	54.697948	66.939471	132.329673	20.804338	57.752424	57.752424	15.38	0	null
2,286	2019-02-06	SIRI	56.314568	60.700001	59.299999	60.5	3,067,400	2	-0.0753	58.204812	53.820614	51.430158	9.970033	17.806901	56.348525	56.348525	15.38	0	null
2,287	2019-02-06	SNPS	99.739998	99.82	98.25	98.75	1,109,100	2	2.094669	99.08767	84.038329	76.544076	183.458851	71.925359	90.0872	90.0872	15.38	0	null
2,288	2019-02-06	TEAM	103.540001	104.309998	101.260002	102.730003	1,500,700	2	1.8821	103.04463	88.66037	69.471815	194.663282	60.411335	94.6072	94.6072	15.38	0	null
2,289	2019-02-06	TMUS	65.680115	67.300003	66.540001	66.800003	4,334,500	2	0.125505	68.587845	64.614048	51.065517	-50.179127	0.229841	66.388521	66.388521	15.38	0	null
2,290	2019-02-06	TSLA	21.148001	21.615999	21.041332	21.306	75,577,500	2	-0.135511	23.992145	18.364988	51.548093	7.817229	1.918457	21.205467	21.205467	15.38	0	null
2,291	2019-02-06	TTD	14.75	15.597	14.618	15.5	17,402,000	2	0.436902	15.284195	12.121805	68.228417	139.357511	38.60805	13.34744	13.34744	15.38	0	null
2,292	2019-02-06	TXN	90.812981	106.889999	104.050003	104.260002	9,907,800	2	1.370634	90.364864	79.199968	65.999585	155.013327	40.672531	83.572411	83.572411	15.38	0	null
2,293	2019-02-06	VRSK	115.123917	119.860001	118.459999	119.75	536,900	2	1.399257	116.735336	105.866429	74.159892	107.191814	62.527015	110.022435	110.022435	15.38	0	null
2,294	2019-02-06	VRTX	182.389999	193	182.059998	193	1,915,700	2	0.678373	194.611485	181.352517	56.62322	18.299644	9.753431	184.567601	184.567601	15.38	0	null
2,295	2019-02-06	WBA	52.678856	71.709999	70.879997	71	4,336,400	2	0.066051	53.515833	52.244317	59.291497	13.931879	7.52662	52.513452	52.513452	15.38	0	null
2,296	2019-02-06	WBD	29.120001	29.389999	28.860001	29.110001	3,521,800	2	0.385694	29.082544	26.008456	67.227899	185.127517	13.81606	27.2932	27.2932	15.38	0	null
2,297	2019-02-06	WDAY	188.479996	189.570007	184.690002	188.600006	1,189,500	2	4.333161	190.264689	156.391311	71.168429	164.301685	36.246093	170.9648	170.9648	15.38	0	null
2,298	2019-02-06	XEL	43.820385	52.669998	52.080002	52.360001	1,904,700	2	0.486371	44.417618	40.407379	74.324139	122.55246	57.801847	42.016752	42.016752	15.38	0	null
2,299	2019-02-06	ZS	47.75	48.66	46.52	48	1,231,800	2	0.848768	48.936094	42.949906	69.953123	116.29091	22.428077	45.092	45.092	15.38	0	null

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