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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 ⌀
AACC	2005-07-22T00:00:00	97	28	29	98	78	91	88	95	31	31	100	39	51	76	52	43.5	50	54	42	93	99	61	87	22	12	-0.028022
AACC	2005-07-29T00:00:00	95	20	28	98	94	93	93	11	56	56	91	37	51	79	17	43.5	50	11	42	95	98	45	65	31	23	0.142962
AACC	2005-08-05T00:00:00	96	24	29	97	70	95	95	23	54	54	100	36	51	74	22	43.5	50	64	42	97	99	46	62	20	26	-0.012092
AACC	2005-08-12T00:00:00	95	22	28	97	91	93	88	10	53	53	96	36	51	78	16	43.5	50	25	42	93	99	45	62	17	23	0.043692
AACC	2005-08-19T00:00:00	95	22	28	97	94	93	85	20	51	51	91	36	51	79	15	43.5	50	11	42	92	97	40	63	11	35	-0.008123
AACC	2005-08-26T00:00:00	95	19	28	97	91	94	89	8	50	50	93	35	51	78	15	43.5	50	22	42	94	99	55	82	6	44	0.026797
AACC	2005-09-02T00:00:00	95	22	28	97	87	90	63	56	49	49	96	36	51	77	27	43.5	50	36	42	80	97	42	81	4	51	-0.01949
AACC	2005-09-09T00:00:00	94	18	28	97	82	81	32	11	51	51	98	35	51	76	31	43.5	50	44	42	57	96	52	87	7	45	0.068537
AACC	2005-09-16T00:00:00	94	18	28	97	79	68	20	26	49	49	98	35	51	76	35	43.5	50	49	42	42	92	40	82	11	45	-0.002658
AACC	2005-09-23T00:00:00	95	19	28	97	79	92	88	51	50	50	98	35	51	76	47	43.5	50	46	42	93	78	37	71	13	49	-0.035634
AACC	2005-09-30T00:00:00	94	17	28	97	77	90	83	30	48	48	98	35	51	75	46	43.5	50	48	42	90	79	38	63	13	51	0.03592
AACC	2005-10-07T00:00:00	94	16	28	97	64	93	90	26	37	37	100	34	51	74	43	43.5	50	65	42	94	77	39	70	17	45	-0.005651
AACC	2005-10-14T00:00:00	95	21	28	97	80	94	90	79	48	48	94	35	51	76	54	43.5	50	44	42	95	55	22	69	11	36	-0.077199
AACC	2005-10-21T00:00:00	95	27	28	97	94	95	93	95	52	52	62	37	51	79	59	43.5	50	5	42	96	18	34	79	12	24	-0.077105
AACC	2005-10-28T00:00:00	95	24	28	97	86	90	75	64	53	53	85	36	51	77	72	43.5	50	30	42	85	13	34	80	19	27	0.040999
AACC	2005-11-04T00:00:00	95	51	28	94	82	93	90	100	82	82	53	43	51	76	96	43.5	50	36	42	94	49	92	44	12	30	-0.299795
AACC	2005-11-11T00:00:00	95	46	28	94	66	92	86	87	82	82	64	42	51	74	97	43.5	50	54	42	92	37	89	45	10	38	0.05947
AACC	2005-11-18T00:00:00	95	44	29	94	72	89	66	74	81	81	63	41	51	74	95	43.5	50	47	42	81	31	88	42	10	43	0.044933
AACC	2005-11-25T00:00:00	95	45	28	94	88	91	77	52	80	80	43	41	51	78	96	43.5	50	20	42	87	34	82	35	9	55	0.007343
AACC	2005-12-02T00:00:00	96	48	29	94	67	93	81	93	80	80	66	42	51	75	97	43.5	50	50	42	91	38	85	35	10	50	-0.059631
AACC	2005-12-09T00:00:00	94	42	28	94	55	83	36	22	82	82	75	41	51	75	97	43.5	50	63	42	61	39	81	48	11	66	0.113346
AACC	2005-12-16T00:00:00	94	42	28	94	75	62	14	13	81	81	58	40	51	76	95	43.5	50	39	42	35	36	80	46	11	67	0.009284
AACC	2005-12-23T00:00:00	94	39	28	94	61	72	32	8	80	80	72	40	51	75	93	43.5	50	56	42	52	32	72	53	12	60	0.029335
AACC	2005-12-30T00:00:00	94	40	28	94	86	14	2	17	79	79	47	40	51	77	95	43.5	50	24	42	6	24	69	43	9	71	0.000906
AACC	2006-01-06T00:00:00	94	42	28	94	87	19	3	57	78	78	8	40	51	77	94	43.5	50	21	42	9	19	71	36	9	76	-0.002654
AACC	2006-01-13T00:00:00	94	42	29	94	87	23	6	38	67	67	9	40	51	75	94	43.5	50	22	42	12	21	69	30	10	73	0.01875
AACC	2006-01-20T00:00:00	94	40	28	94	91	21	7	18	66	66	4	39	51	75	92	43.5	50	10	42	11	36	69	35	16	62	0.03592
AACC	2006-01-27T00:00:00	93	36	28	94	76	18	6	19	64	64	25	39	51	72	96	43.5	50	43	42	10	36	69	26	17	59	0.046939
AACC	2006-02-03T00:00:00	97	55	28	94	87	30	43	100	84	84	10	44	51	75	91	43.5	50	21	42	34	41	64	17	12	66	-0.263809
AACC	2006-02-10T00:00:00	96	54	28	94	92	32	65	90	84	84	1	44	51	76	93	43.5	50	1	42	48	43	68	18	13	58	0.024167
AACC	2006-02-17T00:00:00	97	57	29	94	51	38	75	99	83	83	45	45	51	70	96	43.5	50	68	42	58	49	63	19	15	63	-0.06491
AACC	2006-02-24T00:00:00	96	54	28	94	86	37	75	28	84	84	9	44	51	75	94	43.5	50	21	42	57	44	67	16	19	51	0.094573
AACC	2006-03-03T00:00:00	53	49	29	88	53	31	52	26	84	84	38	43	51	75	80	43.5	50	63	42	40	44	69	18	21	50	0.039796
AACC	2006-03-10T00:00:00	53	49	29	87	75	33	59	30	83	83	19	43	51	75	88	43.5	50	39	42	46	44	70	16	20	52	-0.001978
AACC	2006-03-17T00:00:00	53	51	29	86	71	43	71	54	82	82	18	44	51	75	90	43.5	50	43	42	60	45	66	18	19	51	-0.008613
AACC	2006-03-24T00:00:00	53	53	29	86	46	52	71	84	81	81	32	44	51	74	92	93	50	69	40	63	46	63	20	18	56	-0.027994
AACC	2006-03-31T00:00:00	54	52	29	85	78	8	1	54	80	80	12	44	51	76	89	93	50	34	40	3	45	65	18	22	58	0.019366
AACC	2006-04-07T00:00:00	53	52	29	85	82	9	2	33	79	79	11	44	51	76	80	93	50	29	39	4	47	77	26	20	54	0.015936
AACC	2006-04-14T00:00:00	52	48	29	84	66	7	3	15	69	69	25	43	51	75	76	93	50	47	40	3	47	78	23	21	50	0.025276
AACC	2006-04-21T00:00:00	53	50	29	84	54	11	13	38	66	66	43	43	51	75	80	93	50	61	41	9	45	76	24	25	58	0.009353
AACC	2006-04-28T00:00:00	52	48	29	84	64	13	44	23	60	60	31	43	51	75	78	93	50	50	40	25	43	74	27	26	65	0.020519
AACC	2006-05-05T00:00:00	53	51	29	85	78	15	46	75	53	53	17	44	51	76	29	100	50	34	50	26	44	74	23	26	68	-0.032494
AACC	2006-05-12T00:00:00	93	54	29	95	67	13	47	79	55	55	71	44	51	82	42	100	50	48	42	26	46	82	23	27	66	-0.060401
AACC	2006-05-19T00:00:00	93	53	29	96	72	11	19	72	52	52	68	44	51	82	50	100	50	41	43	12	53	79	17	22	70	-0.025828
AACC	2006-05-26T00:00:00	93	57	29	96	89	11	35	85	52	52	38	44	51	81	57	100	50	11	42	20	52	74	17	22	70	-0.029735
AACC	2006-06-02T00:00:00	94	58	29	96	69	14	54	90	50	50	70	45	51	81	33	100	50	44	42	32	53	74	16	22	71	-0.020003
AACC	2006-06-09T00:00:00	94	53	29	96	60	21	69	36	49	49	78	44	51	82	31	100	50	53	43	44	63	72	22	13	65	0.021567
AACC	2006-06-16T00:00:00	93	51	29	96	90	21	58	6	56	56	36	43	51	82	23	100	50	8	44	38	69	78	17	24	69	0.062882
AACC	2006-06-23T00:00:00	93	46	29	96	54	27	68	6	55	55	83	42	51	82	25	100	50	59	47	48	67	81	15	25	70	0.02043
AACC	2006-06-30T00:00:00	93	48	29	96	65	17	34	27	51	51	75	42	51	82	28	100	50	48	46	22	77	81	10	24	73	0.015919
AACC	2006-07-07T00:00:00	94	50	29	96	71	14	21	71	54	54	71	43	51	82	17	35	50	43	45	14	78	76	9	21	70	-0.045436
AACC	2006-07-14T00:00:00	94	52	29	96	85	15	32	76	57	57	54	43	51	82	27	35	50	25	46	19	72	24	18	33	82	-0.066165
AACC	2006-07-21T00:00:00	94	50	29	96	65	12	19	53	55	55	76	43	51	82	25	35	50	50	46	12	81	35	27	43	75	0.01021
AACC	2006-07-28T00:00:00	93	52	29	96	84	10	17	50	52	52	58	43	51	82	20	23	50	29	42	10	87	36	33	52	72	0.031383
AACC	2006-08-04T00:00:00	93	48	29	96	52	16	45	31	50	50	100	43	51	82	6	23	50	70	44	27	86	35	33	52	70	0.022324
AACC	2006-08-11T00:00:00	94	60	28	55	52	29	83	97	77	77	75	46	51	81	16	12	50	70	22	56	88	44	7	38	78	-0.18723
AACC	2006-08-18T00:00:00	93	57	28	55	65	37	90	82	77	77	71	46	51	81	9	20	50	53	22	65	87	62	4	37	64	0.058876
AACC	2006-08-25T00:00:00	94	64	28	55	66	36	84	98	77	77	71	47	51	81	16	19	50	51	22	62	90	65	7	44	59	-0.087757
AACC	2006-09-01T00:00:00	94	65	28	55	59	26	54	92	75	75	77	47	51	81	18	19	50	60	22	38	92	66	7	50	59	0.002754
AACC	2006-09-08T00:00:00	94	67	28	55	91	25	36	91	74	74	37	47	51	81	17	19	50	10	22	28	92	67	7	49	60	-0.02435
AACC	2006-09-15T00:00:00	94	66	28	55	88	30	46	55	74	74	43	47	51	81	19	20	50	19	22	36	92	66	8	49	56	0.033871
AACC	2006-09-22T00:00:00	94	65	28	54	90	31	45	33	72	72	39	47	51	81	17	20	50	12	22	36	91	67	7	41	58	0.009438
AACC	2006-09-29T00:00:00	93	58	28	54	62	37	59	10	75	75	73	46	51	81	11	20	50	54	23	47	85	70	5	43	63	0.078306
AACC	2006-10-06T00:00:00	93	55	28	54	60	14	7	6	75	75	71	46	51	81	8	20	50	56	23	8	83	65	6	37	65	0.046106
AACC	2006-10-13T00:00:00	92	58	28	54	91	16	11	13	73	73	3	46	51	81	11	20	50	9	23	11	85	51	3	65	58	0.0318
AACC	2006-10-20T00:00:00	92	57	28	55	72	9	6	30	65	65	28	46	51	81	16	20	50	49	22	6	84	53	3	68	63	-0.004017
AACC	2006-10-27T00:00:00	92	58	28	54	87	9	5	41	63	63	13	46	51	81	27	23	50	27	17	5	82	61	3	71	54	0.001706
AACC	2006-11-03T00:00:00	90	60	27	93	76	8	6	84	63	63	25	48	51	87	65	43	50	47	15	4	85	61	3	57	80	-0.070223
AACC	2006-11-10T00:00:00	90	57	27	93	86	10	16	36	65	65	12	47	51	86	35	47	50	31	15	9	87	61	3	55	80	0.058373
AACC	2006-11-17T00:00:00	90	61	27	93	93	11	33	85	63	63	2	48	51	86	47	47	50	5	16	18	87	62	2	63	76	-0.029032
AACC	2006-11-24T00:00:00	90	59	27	93	90	17	68	27	64	64	7	47	51	86	41	57	50	21	15	40	87	59	2	64	64	0.041245
AACC	2006-12-01T00:00:00	91	60	27	93	62	24	82	87	66	66	24	48	51	86	46	56	50	64	15	53	82	50	2	54	73	-0.047704
AACC	2006-12-08T00:00:00	91	66	27	93	94	32	82	92	63	63	1	49	51	86	32	57	50	3	15	59	84	51	2	50	72	-0.026477
AACC	2006-12-15T00:00:00	92	63	27	93	62	28	76	81	61	61	24	49	51	86	35	57	50	65	15	52	84	54	2	47	69	-0.004953
AACC	2006-12-22T00:00:00	91	64	27	93	82	31	67	66	57	57	14	49	51	86	33	57	50	41	15	48	84	54	2	42	77	-0.002531
AACC	2006-12-29T00:00:00	91	62	27	93	91	16	26	15	60	60	6	48	51	86	29	57	50	18	15	18	82	56	3	47	69	0.049899
AACC	2007-01-05T00:00:00	91	62	27	94	69	24	53	68	60	60	25	49	51	86	36	57	50	56	15	37	82	63	2	43	60	-0.037458
AACC	2007-01-12T00:00:00	91	64	27	94	94	17	20	63	56	56	1	49	51	86	23	57	50	2	15	15	79	60	3	42	52	0.006193
AACC	2007-01-19T00:00:00	92	67	27	94	94	24	56	89	54	54	2	49	51	86	27	57	50	5	15	38	75	67	3	42	49	-0.040506
AACC	2007-01-26T00:00:00	92	66	27	94	93	17	21	68	53	53	4	49	51	86	33	57	50	11	15	16	79	68	4	46	47	0.005808
AACC	2007-02-02T00:00:00	92	66	27	94	80	13	15	83	46	46	30	50	51	86	58	57	50	46	15	12	81	79	4	45	52	-0.002586
AACC	2007-02-09T00:00:00	92	67	27	94	85	13	20	62	43	43	23	50	51	86	50	37	50	38	15	14	79	79	5	45	52	0.003197
AACC	2007-02-16T00:00:00	92	67	27	93	88	15	26	81	41	41	18	50	51	86	58	47	50	34	16	17	65	77	3	64	62	-0.010853
AACC	2007-02-23T00:00:00	92	69	27	93	95	22	70	83	39	39	1	50	51	86	48	42	50	3	15	45	39	74	5	43	52	-0.009579
AACC	2007-03-02T00:00:00	92	66	26	93	79	16	34	47	35	35	29	50	51	85	34	42	50	51	17	21	66	79	10	42	53	-0.022068
AACC	2007-03-09T00:00:00	90	68	34	72	91	16	31	24	34	34	11	50	51	91	33	64	50	24	16	20	64	86	10	40	46	0.029219
AACC	2007-03-16T00:00:00	90	65	34	72	70	12	14	52	33	33	33	50	51	91	37	65	50	66	16	10	64	89	10	38	43	-0.023235
AACC	2007-03-23T00:00:00	90	68	34	71	83	13	21	40	35	35	30	50	58	91	44	70	50	45	19	13	61	90	9	39	46	0.03765
AACC	2007-03-30T00:00:00	90	68	34	71	87	11	15	60	30	30	28	51	58	91	47	71	50	38	19	10	55	87	4	39	46	-0.015944
AACC	2007-04-06T00:00:00	89	69	35	70	87	13	22	51	29	29	28	51	58	92	38	72	50	38	19	14	57	87	4	39	41	0.007094
AACC	2007-04-13T00:00:00	90	68	35	70	70	11	18	69	28	28	43	51	57	92	40	71	50	65	19	12	59	86	4	37	45	-0.007044
AACC	2007-04-20T00:00:00	89	68	35	70	94	9	13	21	34	34	22	50	57	92	31	72	50	17	19	8	33	76	57	50	31	0.052373
AACC	2007-04-27T00:00:00	87	57	35	70	86	12	38	2	62	62	33	48	58	92	20	72	50	40	19	21	34	60	67	80	46	0.138815
AACC	2007-05-04T00:00:00	86	58	33	89	79	18	56	10	59	59	23	48	43	91	16	79	50	54	22	34	25	64	47	76	56	0.006504
AACC	2007-05-11T00:00:00	88	57	33	91	87	16	45	9	59	59	14	48	42	91	16	75	50	37	28	27	22	63	42	69	63	0.014957
AACC	2007-05-18T00:00:00	89	58	33	92	92	20	56	41	58	58	9	48	42	91	13	75	50	24	28	36	23	63	42	67	68	-0.017956
AACC	2007-05-25T00:00:00	89	58	33	92	93	18	46	42	56	56	8	48	42	91	17	75	50	20	28	29	24	62	43	67	67	0
AACC	2007-06-01T00:00:00	89	59	33	92	91	18	46	36	55	55	10	48	42	91	16	76	50	27	28	29	25	63	46	73	65	0.024184
AACC	2007-06-08T00:00:00	89	58	33	92	94	18	34	42	54	54	8	48	42	91	11	76	50	16	28	23	25	58	51	64	70	-0.013656
AACC	2007-06-15T00:00:00	91	65	33	92	92	33	68	96	64	64	9	50	43	91	13	76	50	25	28	50	28	50	57	71	82	-0.085088

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