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train · 8.97M rows

ticker stringlengths 1 10	date timestamp[ns]	profitability float32 1 100	value float32 1 100	solvency float32 1 100	cash_flow float32 1 100	illiquidity float32 1 100	momentum_long_term float32 1 100	momentum_medium_term float32 1 100	short_term_reversal float32 1 100	price_volatility float32 1 100	dividend_yield float32 1 100	earnings_consistency float32 1 100	small_size float32 1 100	low_growth float32 1 100	low_equity_issuance float32 1 100	bounce_dip float32 1 100	accrual_growth float32 1 100	low_depreciation_growth float32 1 100	current_liquidity float32 1 100	low_rnd float32 1 100	momentum float32 1 100	market_risk float32 1 100	business_risk float32 1 100	political_risk float32 1 100	inflation_fluctuation float32 1 100	inflation_persistence float32 1 100	returns float32 -1 1.44k ⌀
A	2003-09-26T00:00:00	5	49	34	25	89	67	73	90	59	59	16	6	82	19	54	46	24	75	89	73	30	6	63	56	74	-0.106251
A	2003-10-03T00:00:00	5	49	32	25	90	59	52	86	58	58	14	6	82	20	69	46	24	75	89	56	37	7	62	56	73	0.027727
A	2003-10-10T00:00:00	5	49	37	25	86	68	73	58	57	57	21	5	82	17	70	46	24	75	89	74	37	7	64	57	73	0.030396
A	2003-10-17T00:00:00	5	47	47	25	64	77	92	45	56	56	22	5	82	11	62	47	24	75	89	88	24	12	62	89	71	0.011813
A	2003-10-24T00:00:00	5	48	45	25	73	73	84	73	55	55	21	6	82	12	60	47	24	75	89	81	14	9	37	86	62	-0.037963
A	2003-10-31T00:00:00	5	48	35	25	89	75	86	27	54	54	19	5	82	18	51	46	24	75	89	84	8	4	41	86	69	0.080199
A	2003-11-07T00:00:00	5	47	34	25	91	71	75	13	56	56	3	5	82	19	55	46	24	75	89	77	8	4	43	84	66	0.076281
A	2003-11-14T00:00:00	4	46	34	23	91	66	62	23	54	54	3	5	81	38	44	47	24	75	89	67	8	5	40	85	66	-0.007814
A	2003-11-21T00:00:00	5	45	45	23	71	50	23	12	52	52	10	5	81	29	25	47	25	75	89	34	12	5	44	81	68	0.021781
A	2003-11-28T00:00:00	5	46	38	23	87	52	18	17	52	52	5	5	81	33	26	46	25	75	89	32	15	2	17	83	80	0.040104
A	2003-12-05T00:00:00	5	46	44	23	74	57	34	67	50	50	10	5	81	27	43	47	25	75	89	45	13	4	7	84	80	-0.04811
A	2003-12-12T00:00:00	5	47	31	23	92	63	42	52	49	49	1	5	81	39	41	46	24	75	89	54	11	3	7	84	80	0.012225
A	2003-12-19T00:00:00	4	46	33	24	91	54	27	31	48	48	3	5	81	37	39	47	24	75	89	39	16	2	8	79	79	0.027159
A	2003-12-26T00:00:00	32	47	36	75	89	66	64	47	48	48	36	5	81	31	32	96	24	96	86	68	12	3	10	81	78	-0.001404
A	2004-01-02T00:00:00	32	46	39	74	86	75	83	30	46	46	40	5	81	29	27	96	24	96	86	82	10	5	16	82	74	0.030402
A	2004-01-09T00:00:00	32	44	44	74	72	75	80	13	54	54	48	5	81	24	20	96	24	96	86	81	22	3	10	69	84	0.112848
A	2004-01-16T00:00:00	32	43	37	75	88	79	88	12	50	50	38	5	84	25	21	96	24	96	87	87	22	2	6	65	76	0.068659
A	2004-01-23T00:00:00	32	45	42	75	81	79	87	39	51	51	40	5	84	22	31	2	24	96	92	87	22	3	6	60	76	-0.023663
A	2004-01-30T00:00:00	32	41	41	74	79	70	52	5	53	53	40	4	85	23	34	2	24	95	92	64	38	6	6	61	64	0.102282
A	2004-02-06T00:00:00	32	41	42	74	78	71	56	17	53	53	40	4	85	22	76	2	24	95	92	67	38	8	9	66	58	-0.000267
A	2004-02-13T00:00:00	31	41	45	74	64	75	69	22	50	50	71	4	84	21	68	2	25	95	92	76	40	5	9	67	62	0.00622
A	2004-02-20T00:00:00	31	42	45	74	62	73	59	78	55	55	71	4	84	21	74	2	24	96	91	70	42	3	14	68	66	-0.054753
A	2004-02-27T00:00:00	31	43	39	74	84	78	69	82	56	56	60	5	84	26	74	2	24	96	91	78	47	2	8	65	70	-0.024525
A	2004-03-05T00:00:00	42	46	44	35	62	85	89	65	54	54	75	5	85	38	72	81	22	97	90	90	51	2	9	65	70	0.01815
A	2004-03-12T00:00:00	42	48	32	34	91	87	91	92	59	59	58	5	85	40	76	82	22	97	90	91	34	1	9	75	66	-0.090777
A	2004-03-19T00:00:00	42	49	32	35	90	84	81	89	56	56	66	5	85	43	76	82	22	97	90	86	33	1	10	56	31	-0.034763
A	2004-03-26T00:00:00	43	48	37	35	85	93	96	73	55	55	74	5	85	43	73	83	23	97	88	96	33	1	9	62	25	0.007878
A	2004-04-02T00:00:00	43	48	35	35	88	93	94	47	50	50	73	5	85	45	72	84	23	97	88	96	34	1	9	61	25	0.049665
A	2004-04-09T00:00:00	43	49	37	35	86	91	89	63	45	45	74	5	85	44	78	84	23	97	88	93	35	1	9	61	25	-0.015147
A	2004-04-16T00:00:00	43	50	30	34	92	88	58	84	45	45	59	5	85	40	79	84	23	97	88	77	36	2	5	54	24	-0.053444
A	2004-04-23T00:00:00	43	51	32	34	91	84	38	84	43	43	62	5	85	40	78	84	23	97	88	64	41	2	6	52	23	-0.020867
A	2004-04-30T00:00:00	43	52	30	35	93	82	45	84	45	45	58	5	85	41	82	84	23	97	88	67	28	2	13	43	48	-0.084416
A	2004-05-07T00:00:00	42	52	36	37	87	68	16	79	43	43	71	5	85	43	84	79	23	97	89	40	26	2	13	40	48	-0.025944
A	2004-05-14T00:00:00	43	51	33	40	91	61	18	78	41	41	68	6	86	59	86	79	24	97	93	38	24	2	12	38	42	-0.02732
A	2004-05-21T00:00:00	43	52	37	41	85	64	23	89	38	38	73	6	86	60	88	80	24	97	94	42	23	2	8	29	40	-0.047281
A	2004-05-28T00:00:00	43	53	34	41	89	68	36	60	44	44	69	6	87	61	87	79	24	97	94	53	19	2	7	23	37	0.054127
A	2004-06-04T00:00:00	52	55	38	66	82	63	34	80	43	43	77	6	86	57	86	74	24	97	93	49	22	3	4	27	26	-0.018666
A	2004-06-11T00:00:00	52	54	33	67	90	53	21	21	45	45	81	6	92	57	87	74	24	97	93	35	22	2	4	24	28	0.042781
A	2004-06-18T00:00:00	52	54	41	67	74	47	16	55	43	43	86	6	92	57	87	94	24	97	93	29	21	2	6	23	29	-0.015564
A	2004-06-25T00:00:00	51	51	32	67	90	29	15	4	58	58	81	5	93	57	82	94	24	96	93	19	21	1	31	13	49	0.139822
A	2004-07-02T00:00:00	51	52	44	67	60	28	16	37	58	58	88	5	93	57	84	94	24	96	93	19	21	1	29	14	55	-0.042055
A	2004-07-09T00:00:00	51	53	40	67	76	28	17	61	59	59	85	5	93	56	83	94	24	96	93	19	23	1	35	12	58	-0.050562
A	2004-07-16T00:00:00	51	54	31	67	92	21	12	80	59	59	78	6	93	51	84	94	24	96	93	14	28	1	32	14	56	-0.056976
A	2004-07-23T00:00:00	52	55	34	67	89	23	18	87	59	59	80	6	93	51	82	94	24	97	93	17	26	1	32	14	55	-0.069151
A	2004-07-30T00:00:00	51	55	38	66	83	23	16	76	56	56	82	6	93	51	83	94	24	97	93	16	21	1	28	19	56	0.010563
A	2004-08-06T00:00:00	51	55	36	65	86	31	47	85	57	57	81	6	93	54	83	93	24	97	93	36	20	1	24	21	55	-0.082313
A	2004-08-13T00:00:00	50	56	40	63	74	28	38	88	56	56	85	7	93	57	81	94	24	97	93	30	19	1	34	19	59	-0.060847
A	2004-08-20T00:00:00	49	56	35	64	87	64	88	54	59	59	79	6	93	57	72	94	24	97	93	79	19	1	27	19	66	0.081864
A	2004-08-27T00:00:00	50	56	35	64	87	51	75	83	58	58	79	7	93	60	74	94	24	97	93	65	20	2	27	28	67	-0.025223
A	2004-09-03T00:00:00	49	20	34	37	87	40	44	94	52	52	50	7	85	51	76	94	22	98	94	40	20	3	21	25	69	-0.058712
A	2004-09-10T00:00:00	47	16	36	37	84	35	27	24	62	62	30	6	90	51	73	96	22	98	94	29	20	3	37	16	78	0.114943
A	2004-09-17T00:00:00	47	16	39	36	72	28	18	30	60	60	35	6	90	51	71	98	22	98	94	21	15	7	51	25	64	0.008363
A	2004-09-24T00:00:00	47	17	36	36	82	27	21	65	60	60	30	7	90	51	83	98	22	98	94	21	16	10	55	27	83	-0.047187
A	2004-10-01T00:00:00	47	15	44	36	53	24	17	38	60	60	41	6	90	51	79	97	22	98	95	18	16	11	57	40	81	0.05365
A	2004-10-08T00:00:00	47	18	35	36	87	21	14	74	60	60	26	7	90	51	80	98	22	98	95	16	9	13	63	31	98	-0.033115
A	2004-10-15T00:00:00	47	16	38	36	79	24	23	18	58	58	29	6	90	50	73	97	22	98	94	20	10	15	64	30	97	0.02519
A	2004-10-22T00:00:00	46	15	34	36	88	19	16	13	57	57	27	6	90	49	68	97	22	97	94	14	10	18	63	30	87	0.04871
A	2004-10-29T00:00:00	46	14	35	36	86	16	9	12	56	56	28	6	90	49	54	98	22	97	94	10	9	22	60	33	82	0.048572
A	2004-11-05T00:00:00	46	14	35	36	87	24	53	36	53	53	10	6	91	73	43	97	22	97	94	35	7	29	59	34	81	0.005945
A	2004-11-12T00:00:00	49	18	40	35	77	25	57	95	60	60	13	7	92	73	58	97	22	98	94	38	13	36	71	37	80	-0.104306
A	2004-11-19T00:00:00	49	16	44	35	57	19	28	73	56	56	18	7	92	71	42	97	22	98	94	19	16	51	68	25	84	0.024364
A	2004-11-26T00:00:00	49	18	42	35	69	24	53	85	55	55	15	7	92	71	54	97	22	98	94	36	17	51	73	26	84	0.001274
A	2004-12-03T00:00:00	48	17	30	35	91	20	30	32	53	53	6	7	91	69	44	97	22	98	94	22	20	52	72	23	83	0.045387
A	2004-12-10T00:00:00	48	17	41	36	72	26	64	61	52	52	15	7	92	69	47	97	22	98	94	44	20	56	73	21	81	-0.021505
A	2004-12-17T00:00:00	49	18	31	35	91	38	77	59	50	50	7	7	92	69	44	93	22	98	94	59	20	57	73	20	81	0.005529
A	2004-12-24T00:00:00	40	22	38	91	80	46	82	56	48	48	14	7	88	68	44	97	21	96	94	66	19	51	74	23	80	0.006255
A	2004-12-31T00:00:00	40	24	32	91	91	41	73	60	47	47	9	7	89	67	41	97	21	96	94	58	17	51	73	18	81	0.005464
A	2005-01-07T00:00:00	40	23	41	91	72	16	11	72	46	46	17	7	89	64	34	97	21	96	94	11	20	53	71	24	83	-0.057677
A	2005-01-14T00:00:00	41	25	37	91	83	19	21	87	46	46	15	7	89	60	33	97	21	96	94	16	22	52	74	22	81	-0.029126
A	2005-01-21T00:00:00	41	26	32	91	91	18	19	76	38	38	20	7	87	59	33	97	21	96	94	15	17	53	74	22	83	-0.011287
A	2005-01-28T00:00:00	41	26	42	91	70	24	43	75	36	36	38	7	87	59	26	97	21	96	94	30	17	51	80	27	86	-0.008712
A	2005-02-04T00:00:00	40	25	42	91	68	21	37	49	38	38	40	7	87	65	22	97	21	96	95	25	17	46	83	27	85	0.038867
A	2005-02-11T00:00:00	40	21	43	90	64	20	37	15	41	41	42	7	88	66	17	97	21	96	95	24	11	43	84	40	79	0.05652
A	2005-02-18T00:00:00	39	21	43	90	64	21	40	28	40	40	41	7	87	66	21	97	21	96	95	27	12	55	84	43	77	-0.006281
A	2005-02-25T00:00:00	39	22	37	90	83	18	33	35	39	39	29	7	87	67	20	96	21	96	95	21	13	56	85	42	76	-0.000834
A	2005-03-04T00:00:00	39	21	43	90	63	16	26	29	37	37	26	7	82	67	20	96	21	96	95	16	23	78	58	68	49	0.023776
A	2005-03-11T00:00:00	47	24	43	52	61	14	14	57	38	38	40	7	83	50	19	90	19	97	82	11	22	78	61	68	53	-0.031984
A	2005-03-18T00:00:00	47	28	31	51	92	15	18	77	39	39	29	7	83	53	24	91	19	97	81	14	21	74	51	66	51	-0.042371
A	2005-03-25T00:00:00	47	27	29	51	93	15	20	46	37	37	25	7	83	54	21	91	19	97	80	14	26	76	53	59	59	0.011574
A	2005-04-01T00:00:00	47	25	40	50	71	17	32	71	37	37	42	7	84	54	25	92	19	97	79	22	31	78	53	61	61	-0.023825
A	2005-04-08T00:00:00	48	27	42	50	67	31	67	81	37	37	43	7	84	52	27	92	19	97	79	48	39	76	53	63	57	-0.031751
A	2005-04-15T00:00:00	48	28	36	49	84	31	65	73	35	35	33	7	84	47	24	92	19	97	79	49	47	74	65	57	57	-0.045357
A	2005-04-22T00:00:00	48	27	38	49	81	31	68	42	34	34	34	7	84	47	27	92	19	97	79	50	71	70	63	64	42	0.03427
A	2005-04-29T00:00:00	48	27	39	49	79	36	71	52	32	32	35	7	84	47	31	92	19	97	80	54	78	67	83	66	28	-0.016606
A	2005-05-06T00:00:00	48	25	40	52	74	31	56	31	34	34	38	7	84	52	29	92	19	97	80	42	74	60	87	59	32	0.036219
A	2005-05-13T00:00:00	49	23	31	57	92	23	31	18	32	32	27	7	86	57	19	93	19	97	84	23	78	48	94	57	29	0.022769
A	2005-05-20T00:00:00	49	21	30	58	94	29	47	9	37	37	22	7	86	58	18	93	19	97	85	35	89	41	50	76	8	0.064552
A	2005-05-27T00:00:00	49	21	31	58	92	27	34	14	35	35	53	7	86	58	15	93	19	97	84	27	90	39	53	75	8	0.021332
A	2005-06-03T00:00:00	49	21	36	58	87	21	21	26	34	34	57	7	86	58	17	93	19	97	91	18	87	35	57	72	4	0.0063
A	2005-06-10T00:00:00	47	20	34	70	89	22	26	23	32	32	32	6	90	58	13	95	18	97	92	21	88	22	55	59	4	0.018306
A	2005-06-17T00:00:00	47	19	42	70	69	29	45	42	29	29	45	6	90	58	11	95	18	97	92	34	93	20	58	57	5	0.011026
A	2005-06-24T00:00:00	47	21	29	70	95	27	45	57	28	28	20	7	91	58	9	95	18	97	92	33	94	19	56	61	5	-0.025844
A	2005-07-01T00:00:00	48	23	33	70	92	32	59	88	31	31	28	7	90	58	12	95	18	97	91	44	96	16	43	57	13	-0.030262
A	2005-07-08T00:00:00	48	22	30	70	94	45	79	51	32	32	22	7	90	57	10	94	18	97	91	64	94	12	45	49	11	0.040162
A	2005-07-15T00:00:00	47	19	32	70	93	55	91	17	35	35	27	6	91	52	9	95	18	97	92	77	91	5	60	44	22	0.054218
A	2005-07-22T00:00:00	47	21	32	70	92	59	89	44	34	34	29	7	90	50	13	95	18	97	92	78	80	1	40	39	14	-0.00268
A	2005-07-29T00:00:00	46	20	35	69	90	61	83	27	31	31	33	6	90	52	12	95	19	97	92	75	78	1	42	37	17	0.0254
A	2005-08-05T00:00:00	45	19	34	68	91	63	84	45	29	29	32	6	90	54	15	94	18	97	91	77	78	1	41	38	19	-0.014101
A	2005-08-12T00:00:00	43	18	31	66	94	60	72	21	29	29	8	6	90	58	19	95	18	97	92	69	77	1	44	37	19	0.020821
A	2005-08-19T00:00:00	41	12	34	65	89	55	58	2	57	57	11	6	90	59	7	95	18	97	92	58	94	10	13	49	23	0.16057

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