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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 ⌀
AAAGY	2007-01-19T00:00:00	50	88	50	50	85	39	56	38	4	4	32	18	50	50	51	50	50	50	50	47	3	33	13	62	60	0.006767
AAAGY	2007-01-26T00:00:00	50	89	50	50	92	46	70	77	7	7	22	19	50	50	55	50	50	50	50	59	2	43	10	29	73	-0.025328
AAAGY	2007-02-02T00:00:00	50	89	50	50	94	52	68	79	5	5	15	19	50	50	62	50	50	50	50	62	2	53	10	28	76	0.002786
AAAGY	2007-02-09T00:00:00	50	90	50	50	92	57	71	78	5	5	21	20	50	50	61	50	50	50	50	67	3	52	9	30	77	-0.009519
AAAGY	2007-02-16T00:00:00	50	89	50	50	75	67	83	64	5	5	41	20	50	50	60	50	50	50	50	78	8	52	10	7	63	0.007633
AAAGY	2007-02-23T00:00:00	50	90	50	50	98	63	76	56	5	5	5	20	50	50	69	50	50	50	50	73	13	55	8	12	69	0.006389
AAAGY	2007-03-02T00:00:00	50	90	50	50	96	65	77	40	5	5	10	19	50	50	62	50	50	50	50	75	11	49	5	13	69	-0.026118
AAAGY	2007-03-09T00:00:00	50	89	50	50	88	57	59	36	5	5	23	19	50	50	47	50	50	50	50	60	12	60	3	9	61	0.011407
AAAGY	2007-03-16T00:00:00	50	88	50	50	77	59	67	12	6	6	29	19	50	50	33	50	50	50	50	65	19	72	3	19	73	0.026378
AAAGY	2007-03-23T00:00:00	50	88	50	50	86	49	41	22	7	7	23	19	50	50	35	50	50	50	50	45	15	76	4	26	74	0.037944
AAAGY	2007-03-30T00:00:00	50	88	50	50	90	42	29	12	7	7	18	19	50	50	29	50	50	50	50	33	18	86	7	27	73	0.016204
AAAGY	2007-04-06T00:00:00	50	89	50	50	99	39	28	13	7	7	2	18	50	50	29	50	50	50	50	31	19	86	8	32	65	0.031722
AAAGY	2007-04-13T00:00:00	50	87	50	50	74	40	32	25	7	7	42	18	50	50	27	50	50	50	50	34	21	84	8	26	76	0.011417
AAAGY	2007-04-20T00:00:00	50	86	50	50	87	42	38	12	7	7	33	18	50	50	25	50	50	50	50	38	13	70	18	23	79	0.040505
AAAGY	2007-04-27T00:00:00	50	86	50	50	99	49	53	7	11	11	4	18	50	50	17	50	50	50	50	51	13	62	28	44	89	0.056748
AAAGY	2007-05-04T00:00:00	50	87	50	50	97	51	59	50	20	20	7	18	50	50	23	50	50	50	50	56	23	52	19	59	87	-0.038876
AAAGY	2007-05-11T00:00:00	50	87	50	50	94	62	80	75	25	25	12	18	50	50	24	50	50	50	50	74	37	59	25	73	82	-0.035398
AAAGY	2007-05-18T00:00:00	50	86	50	50	93	64	81	27	26	26	14	18	50	50	21	50	50	50	50	75	30	52	33	60	87	0.042933
AAAGY	2007-05-25T00:00:00	50	88	50	50	95	70	86	86	34	34	10	19	50	50	28	50	50	50	50	81	40	48	32	49	72	-0.05711
AAAGY	2007-06-01T00:00:00	50	89	50	50	89	74	87	91	32	32	16	19	50	50	34	50	50	50	50	84	44	47	43	60	52	-0.014228
AAAGY	2007-06-08T00:00:00	50	89	50	50	93	72	81	76	29	29	13	19	50	50	37	50	50	50	50	80	39	52	30	76	46	-0.006186
AAAGY	2007-06-15T00:00:00	50	89	50	50	94	78	89	77	26	26	11	19	50	50	45	50	50	50	50	87	36	48	30	70	63	-0.004149
AAAGY	2007-06-22T00:00:00	50	89	50	50	98	87	94	47	24	24	4	19	50	50	50	50	50	50	50	93	32	34	27	72	63	0.002083
AAAGY	2007-06-29T00:00:00	50	89	50	50	99	79	74	70	21	21	2	20	50	50	50	50	50	50	50	80	32	31	29	79	60	-0.012474
AAAGY	2007-07-06T00:00:00	50	88	50	50	94	71	48	27	22	22	10	19	50	50	44	50	50	50	50	61	35	40	37	80	51	0.04
AAAGY	2007-07-13T00:00:00	50	87	50	50	86	79	78	27	20	20	19	19	50	50	43	50	50	50	50	81	41	44	40	79	56	0.016194
AAAGY	2007-07-20T00:00:00	50	88	50	50	68	64	34	57	20	20	32	19	50	50	52	50	50	50	50	49	32	37	46	81	44	-0.033865
AAAGY	2007-07-27T00:00:00	50	87	50	50	73	53	21	39	12	12	27	19	50	50	49	50	50	50	50	35	34	38	45	83	42	-0.03299
AAAGY	2007-08-03T00:00:00	50	86	50	50	68	58	27	46	8	8	33	19	50	50	45	50	50	50	50	40	32	37	41	84	42	-0.01919
AAAGY	2007-08-10T00:00:00	50	89	50	50	95	54	26	88	21	21	7	20	50	50	59	50	50	50	50	38	19	28	19	84	39	-0.1
AAAGY	2007-08-17T00:00:00	50	89	50	50	96	60	43	82	18	18	4	20	50	50	69	50	50	50	50	52	13	22	20	85	36	-0.033816
AAAGY	2007-08-24T00:00:00	50	88	50	50	98	56	32	27	38	38	1	19	50	50	58	50	50	50	50	43	21	41	42	83	41	0.11
AAAGY	2007-08-31T00:00:00	50	86	50	50	77	64	61	11	38	38	17	19	50	50	51	50	50	50	50	64	19	44	34	82	47	0.031532
AAAGY	2007-09-07T00:00:00	50	85	50	50	86	65	69	6	39	39	12	18	50	50	45	50	50	50	50	69	15	35	63	81	44	0.048035
AAAGY	2007-09-14T00:00:00	50	84	50	50	64	59	47	38	38	38	25	19	50	50	58	50	50	50	50	53	19	37	60	70	52	-0.01875
AAAGY	2007-09-21T00:00:00	50	85	50	50	71	64	60	33	34	34	17	19	50	50	56	50	50	50	50	64	22	38	58	71	53	0.025478
AAAGY	2007-09-28T00:00:00	50	85	50	50	69	64	56	49	33	33	18	19	50	50	66	50	50	50	50	61	23	42	61	70	52	-0.006211
AAAGY	2007-10-05T00:00:00	50	85	50	50	68	34	16	56	30	30	20	19	50	50	74	50	50	50	50	22	27	45	67	85	51	0.010417
AAAGY	2007-10-12T00:00:00	50	85	50	50	70	30	17	55	29	29	22	19	50	50	75	50	50	50	50	21	27	38	67	84	46	-0.001237
AAAGY	2007-10-19T00:00:00	50	84	50	50	66	49	53	43	20	20	30	19	50	50	75	50	50	50	50	50	26	37	67	83	44	-0.015277
AAAGY	2007-10-26T00:00:00	50	85	50	50	67	59	71	72	19	19	25	19	50	50	76	50	50	50	50	67	26	31	73	76	49	-0.020964
AAAGY	2007-11-02T00:00:00	50	83	50	50	62	75	89	40	11	11	41	19	50	50	68	50	50	50	50	85	25	30	75	80	40	0.01242
AAAGY	2007-11-09T00:00:00	50	79	50	50	62	69	78	4	23	23	27	17	50	50	36	50	50	50	50	77	30	53	94	85	19	0.095601
AAAGY	2007-11-16T00:00:00	50	80	50	50	67	68	76	16	21	21	15	17	50	50	38	50	50	50	50	75	28	50	95	87	18	-0.019305
AAAGY	2007-11-23T00:00:00	50	79	50	50	67	65	68	25	20	20	14	17	50	50	40	50	50	50	50	69	25	40	96	82	15	-0.016535
AAAGY	2007-11-30T00:00:00	50	79	50	50	67	60	53	49	17	17	15	18	50	50	36	50	50	50	50	57	25	39	95	83	15	0.002802
AAAGY	2007-12-07T00:00:00	50	80	50	50	81	60	53	53	16	16	9	18	50	50	38	50	50	50	50	58	27	40	94	84	14	0
AAAGY	2007-12-14T00:00:00	50	80	50	50	61	65	58	57	17	17	25	18	50	50	34	50	50	50	50	64	29	41	96	73	16	-0.041916
AAAGY	2007-12-21T00:00:00	50	81	50	50	64	55	36	81	16	16	17	18	50	50	43	50	50	50	50	45	30	34	94	73	21	-0.033333
AAAGY	2007-12-28T00:00:00	50	81	50	50	64	63	57	33	19	19	19	18	50	50	37	50	50	50	50	61	31	38	83	76	12	0.043103
AAAGY	2008-01-04T00:00:00	50	81	50	50	79	84	93	36	17	17	7	17	50	50	42	50	50	50	50	91	33	49	83	67	9	-0.022727
AAAGY	2008-01-11T00:00:00	50	80	50	50	75	83	91	54	17	17	7	18	50	50	38	50	50	50	50	90	27	41	86	66	8	-0.042283
AAAGY	2008-01-18T00:00:00	50	80	50	50	61	83	90	57	11	11	46	17	50	50	41	50	50	50	50	90	18	30	86	62	9	-0.04415
AAAGY	2008-01-25T00:00:00	50	81	50	50	68	80	79	56	10	10	14	18	50	50	49	50	50	50	50	83	24	38	84	65	9	0.006928
AAAGY	2008-02-01T00:00:00	50	80	50	50	68	75	67	43	11	11	14	18	50	50	53	50	50	50	50	73	15	30	86	73	9	0.052752
AAAGY	2008-02-08T00:00:00	50	79	50	50	62	71	58	51	11	11	42	18	50	50	59	50	50	50	50	66	15	27	86	76	11	-0.030501
AAAGY	2008-02-15T00:00:00	50	78	50	50	64	59	30	34	11	11	29	17	50	50	54	50	50	50	50	43	13	26	87	76	10	0.022472
AAAGY	2008-02-22T00:00:00	50	79	50	50	64	70	59	31	10	10	23	17	50	50	56	50	50	50	50	66	13	26	86	77	8	0.008791
AAAGY	2008-02-29T00:00:00	50	77	50	50	61	71	64	27	9	9	41	17	50	50	56	50	50	50	50	70	13	26	86	78	7	0.006536
AAAGY	2008-03-07T00:00:00	50	78	50	50	71	65	50	20	8	8	4	17	50	50	63	50	50	50	50	58	14	26	86	79	8	-0.004329
AAAGY	2008-03-14T00:00:00	50	76	50	50	64	65	50	41	8	8	19	17	50	50	54	50	50	50	50	59	13	25	86	81	9	-0.013043
AAAGY	2008-03-21T00:00:00	50	78	50	50	61	63	49	70	9	9	30	17	50	50	59	50	50	50	50	57	10	36	82	89	8	-0.048458
AAAGY	2008-03-28T00:00:00	50	79	50	50	62	68	58	83	8	8	16	18	50	50	59	50	50	50	50	66	13	43	84	87	13	-0.020833
AAAGY	2008-04-04T00:00:00	50	80	50	50	62	67	54	80	7	7	20	18	50	50	60	50	50	50	50	63	13	41	85	88	10	0.009456
AAAGY	2008-04-11T00:00:00	50	82	50	50	66	71	65	76	7	7	4	18	50	50	66	50	50	50	50	72	15	43	88	88	11	-0.037471
AAAGY	2008-04-18T00:00:00	50	79	50	50	60	74	65	49	9	9	55	18	50	50	56	50	50	50	50	73	26	43	97	87	12	0.048662
AAAGY	2008-04-25T00:00:00	50	79	50	50	63	76	70	55	8	8	29	18	50	50	53	50	50	50	50	77	34	57	97	87	15	-0.006961
AAAGY	2008-05-02T00:00:00	50	81	50	50	63	81	79	93	15	15	20	20	50	50	72	50	50	50	50	84	35	60	94	78	5	-0.086449
AAAGY	2008-05-09T00:00:00	50	81	50	50	64	77	68	67	14	14	12	20	50	50	77	50	50	50	50	75	37	54	97	82	3	0.017903
AAAGY	2008-05-16T00:00:00	50	81	50	50	65	63	40	84	13	13	7	20	50	50	78	50	50	50	50	51	41	72	88	82	2	-0.015075
AAAGY	2008-05-23T00:00:00	50	80	50	50	62	57	27	70	12	12	21	20	50	50	82	50	50	50	50	40	38	73	89	84	2	-0.025
AAAGY	2008-05-30T00:00:00	50	83	50	50	62	51	24	87	11	11	22	20	50	50	87	50	50	50	50	34	41	75	89	83	2	-0.013605
AAAGY	2008-06-06T00:00:00	50	83	50	50	62	48	22	71	11	11	20	20	50	50	88	50	50	50	50	32	39	75	89	83	2	-0.016976
AAAGY	2008-06-13T00:00:00	50	84	50	50	68	57	38	77	11	11	2	21	50	50	89	50	50	50	50	47	37	69	91	81	4	-0.039935
AAAGY	2008-06-20T00:00:00	50	83	50	50	66	56	39	58	10	10	3	21	50	50	87	50	50	50	50	46	37	68	92	80	3	-0.008432
AAAGY	2008-06-27T00:00:00	50	83	50	50	67	34	12	60	7	7	2	21	50	50	88	50	50	50	50	20	37	61	92	77	4	-0.042517
AAAGY	2008-07-04T00:00:00	50	81	50	50	64	38	23	40	7	7	16	21	50	50	86	50	50	50	50	27	36	67	90	80	3	-0.011249
AAAGY	2008-07-11T00:00:00	50	79	50	50	65	32	18	13	10	10	8	20	50	50	79	50	50	50	50	22	38	72	91	61	8	0.053892
AAAGY	2008-07-18T00:00:00	50	80	50	50	66	32	20	41	7	7	8	20	50	50	83	50	50	50	50	23	21	49	68	54	14	-0.005682
AAAGY	2008-07-25T00:00:00	50	82	50	50	66	27	14	80	10	10	3	21	50	50	87	50	50	50	50	17	27	66	82	74	5	-0.064571
AAAGY	2008-08-01T00:00:00	50	83	50	50	62	29	20	87	9	9	11	22	50	50	86	50	50	50	50	21	26	66	85	74	4	-0.040929
AAAGY	2008-08-08T00:00:00	50	85	50	50	63	28	20	85	8	8	3	22	50	50	93	50	50	50	50	21	27	69	77	81	3	-0.03758
AAAGY	2008-08-15T00:00:00	50	82	50	50	60	31	26	66	9	9	20	22	50	50	91	50	50	50	50	26	28	64	78	80	5	0.026473
AAAGY	2008-08-22T00:00:00	50	84	50	50	61	32	32	73	8	8	7	22	50	50	88	50	50	50	50	30	26	63	77	83	5	-0.019342
AAAGY	2008-08-29T00:00:00	50	83	50	50	61	37	46	23	12	12	4	22	50	50	75	50	50	50	50	40	26	62	87	79	6	0.053254
AAAGY	2008-09-05T00:00:00	50	81	50	50	61	47	74	16	11	11	9	21	50	50	69	50	50	50	50	61	29	69	94	59	19	0.017478
AAAGY	2008-09-12T00:00:00	50	80	50	50	60	41	60	31	10	10	20	21	50	50	66	50	50	50	50	50	30	70	92	59	22	-0.009816
AAAGY	2008-09-19T00:00:00	50	83	50	50	61	30	27	75	13	13	5	22	50	50	74	50	50	50	50	24	7	58	51	59	11	-0.083024
AAAGY	2008-09-26T00:00:00	50	80	50	50	59	26	18	49	11	11	25	21	50	50	67	50	50	50	50	19	7	65	59	45	16	-0.006757
AAAGY	2008-10-03T00:00:00	50	80	50	50	60	22	16	22	7	7	9	20	50	50	55	50	50	50	50	15	5	81	67	24	12	-0.017007
AAAGY	2008-10-10T00:00:00	50	79	50	50	61	23	23	35	10	10	6	19	50	50	56	50	50	50	50	19	4	57	55	70	12	-0.16955
AAAGY	2008-10-17T00:00:00	50	81	50	50	61	23	20	77	9	9	3	21	50	50	64	50	50	50	50	18	2	46	64	39	3	-0.095833
AAAGY	2008-10-24T00:00:00	50	80	50	50	60	29	51	64	9	9	34	20	50	50	61	50	50	50	50	37	3	40	65	47	4	-0.089401
AAAGY	2008-10-31T00:00:00	50	81	50	50	62	34	70	66	9	9	3	21	50	50	49	50	50	50	50	52	3	46	69	53	4	0.077935
AAAGY	2008-11-07T00:00:00	50	63	50	50	58	36	66	1	78	78	24	16	50	50	8	50	50	50	50	50	12	90	76	49	29	0.568075
AAAGY	2008-11-14T00:00:00	50	57	50	50	57	26	32	3	75	75	25	15	50	50	6	50	50	50	50	26	10	91	71	45	25	-0.023952
AAAGY	2008-11-21T00:00:00	50	53	50	50	58	31	48	2	71	71	9	13	50	50	3	50	50	50	50	38	12	93	77	23	15	0.006135
AAAGY	2008-11-28T00:00:00	50	61	50	50	59	46	74	47	61	61	2	15	50	50	4	50	50	50	50	61	15	92	64	16	15	-0.003049
AAAGY	2008-12-05T00:00:00	50	53	50	50	58	49	65	15	59	59	21	14	50	50	3	50	50	50	50	57	12	92	52	16	15	0.045872
AAAGY	2008-12-12T00:00:00	50	57	50	50	59	36	36	38	56	56	4	15	50	50	4	50	50	50	50	35	12	91	56	16	15	0.005848

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