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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	2007-07-27T00:00:00	57	13	62	85	83	71	72	43	19	19	45	7	77	99	49	36	18	93	86	74	1	77	39	16	42	-0.044191
A	2007-08-03T00:00:00	56	12	62	84	58	72	69	27	17	17	58	7	77	98	44	37	18	93	86	74	1	77	47	13	35	0.009066
A	2007-08-10T00:00:00	55	15	62	84	94	74	76	74	20	20	33	7	77	98	54	38	18	93	86	78	1	78	34	28	11	-0.058747
A	2007-08-17T00:00:00	55	15	62	84	91	76	78	80	20	20	38	7	77	98	49	37	19	93	84	80	1	62	43	28	7	-0.053689
A	2007-08-24T00:00:00	55	15	62	84	89	73	68	65	22	22	39	7	77	96	51	36	19	93	83	74	1	70	46	31	7	0.040486
A	2007-08-31T00:00:00	54	14	62	84	91	76	77	25	24	24	39	7	93	96	48	35	19	93	84	79	1	76	27	25	12	0.034085
A	2007-09-07T00:00:00	75	12	62	64	94	74	72	29	22	22	67	7	94	99	50	26	22	94	84	75	1	76	31	22	15	-0.003266
A	2007-09-14T00:00:00	76	12	62	64	79	71	66	50	19	19	81	7	94	99	55	26	21	94	83	71	1	70	37	19	17	-0.00332
A	2007-09-21T00:00:00	76	14	62	64	92	75	65	49	18	18	71	7	94	99	52	25	22	94	83	73	1	72	32	21	19	0.020753
A	2007-09-28T00:00:00	76	14	62	64	87	79	75	47	17	17	76	7	94	99	49	25	22	94	83	80	1	65	29	24	19	-0.000837
A	2007-10-05T00:00:00	76	14	62	64	92	63	40	47	17	17	70	7	94	99	57	25	21	94	84	51	1	65	31	31	16	0.024703
A	2007-10-12T00:00:00	76	14	62	64	90	50	28	53	14	14	72	7	94	99	53	25	22	94	84	36	1	46	31	33	8	-0.004781
A	2007-10-19T00:00:00	75	13	62	64	85	54	34	33	10	10	74	7	94	99	55	25	21	94	84	42	1	46	28	39	6	-0.008252
A	2007-10-26T00:00:00	76	16	62	64	93	66	58	77	9	9	71	7	94	99	62	26	21	94	84	64	1	36	37	28	10	-0.034029
A	2007-11-02T00:00:00	76	15	62	63	88	67	63	51	8	8	73	7	94	99	64	26	21	94	84	67	1	36	40	28	10	-0.0003
A	2007-11-09T00:00:00	77	16	62	61	95	65	53	76	13	13	85	8	94	98	61	26	21	94	83	61	2	24	39	20	19	-0.073006
A	2007-11-16T00:00:00	74	12	61	61	92	65	54	8	29	29	90	7	93	98	51	26	21	93	84	61	6	39	27	7	29	0.09975
A	2007-11-23T00:00:00	74	12	62	61	92	63	55	10	28	28	90	7	93	98	55	25	21	93	84	61	8	44	24	8	34	0.005172
A	2007-11-30T00:00:00	74	12	61	61	86	62	53	16	25	25	93	7	93	98	62	25	21	93	85	59	8	44	23	6	35	0.024933
A	2007-12-07T00:00:00	74	12	61	61	91	61	49	37	23	23	92	7	93	98	53	25	21	93	85	56	9	44	21	7	34	0.004735
A	2007-12-14T00:00:00	74	12	61	61	93	68	64	53	24	24	90	7	93	97	50	25	21	93	84	68	11	45	28	4	38	-0.044727
A	2007-12-21T00:00:00	73	16	67	89	94	55	33	38	21	21	92	7	81	100	48	57	20	92	87	43	10	43	26	3	37	0.02424
A	2007-12-28T00:00:00	73	15	66	89	95	59	46	31	21	21	90	7	81	100	46	57	20	92	88	53	11	48	25	3	33	0.008055
A	2008-01-04T00:00:00	73	16	67	89	82	49	30	67	26	26	97	7	81	100	62	57	20	92	87	38	13	36	11	5	30	-0.072532
A	2008-01-11T00:00:00	72	14	66	89	95	73	80	27	25	25	86	7	81	100	52	57	20	92	88	80	18	51	7	6	41	0.035349
A	2008-01-18T00:00:00	72	15	66	89	89	77	88	57	25	25	92	7	81	100	59	35	20	92	1	86	10	42	11	6	25	-0.064982
A	2008-01-25T00:00:00	73	16	67	89	95	79	87	63	17	17	84	7	81	100	65	35	20	92	1	87	11	56	8	6	25	-0.013946
A	2008-02-01T00:00:00	73	15	67	88	89	76	81	62	15	15	93	7	81	100	74	35	20	92	1	82	11	56	9	7	24	0.038241
A	2008-02-08T00:00:00	74	17	67	88	80	71	63	84	18	18	97	7	81	100	70	35	21	92	2	69	16	53	17	11	22	-0.071381
A	2008-02-15T00:00:00	75	19	67	88	78	75	69	90	17	17	97	7	81	100	79	35	21	93	1	75	25	53	14	12	34	-0.042173
A	2008-02-22T00:00:00	75	18	66	88	94	76	73	59	18	18	97	7	81	100	77	32	21	92	1	77	22	56	13	18	34	0.024786
A	2008-02-29T00:00:00	76	19	66	87	78	68	45	71	17	17	96	8	81	99	82	32	20	92	1	57	23	57	14	14	38	-0.025465
A	2008-03-07T00:00:00	57	17	73	29	77	77	73	47	15	15	55	8	86	100	77	4	65	94	49	78	24	56	14	18	40	-0.017655
A	2008-03-14T00:00:00	57	19	73	28	94	73	55	58	13	13	35	8	85	100	79	4	65	94	48	66	22	55	12	19	42	-0.014327
A	2008-03-21T00:00:00	58	18	73	29	71	65	44	52	11	11	55	8	85	100	80	4	65	94	49	55	23	55	12	21	42	0.000677
A	2008-03-28T00:00:00	59	19	74	28	78	63	41	63	10	10	52	8	85	100	76	4	65	94	48	51	24	56	14	21	43	-0.002655
A	2008-04-04T00:00:00	58	18	73	28	92	52	26	29	16	16	40	8	85	100	71	5	65	94	49	36	22	56	11	19	49	0.071984
A	2008-04-11T00:00:00	58	20	74	28	94	43	18	59	18	18	34	8	85	100	73	5	65	94	49	27	21	59	12	24	52	-0.049815
A	2008-04-18T00:00:00	58	19	73	28	76	48	31	48	15	15	64	8	85	100	79	5	65	94	48	36	29	59	17	20	55	0.027879
A	2008-04-25T00:00:00	58	18	74	28	75	43	25	37	13	13	65	8	85	100	75	5	65	94	49	31	40	69	16	16	54	0.018049
A	2008-05-02T00:00:00	58	18	73	29	92	48	39	35	11	11	43	8	85	100	69	4	65	94	49	42	38	65	13	17	56	0.017141
A	2008-05-09T00:00:00	61	18	73	32	82	47	38	38	10	10	53	8	84	99	65	4	65	95	49	41	41	59	20	20	49	-0.005296
A	2008-05-16T00:00:00	61	15	71	35	93	45	41	11	20	20	38	7	84	99	48	4	65	95	49	41	36	58	22	34	56	0.100005
A	2008-05-23T00:00:00	61	13	71	35	91	43	37	8	17	17	41	7	84	98	45	4	65	95	50	37	35	50	21	41	55	0.023938
A	2008-05-30T00:00:00	60	13	71	35	88	51	61	11	17	17	44	7	84	98	43	4	65	95	51	57	35	54	19	40	56	0.040655
A	2008-06-06T00:00:00	76	15	70	85	89	45	43	31	18	18	80	7	56	99	40	48	68	93	61	42	32	49	17	40	60	-0.023539
A	2008-06-13T00:00:00	76	13	70	85	61	46	49	16	16	16	93	7	56	99	33	48	67	93	62	47	36	55	15	42	52	0.021907
A	2008-06-20T00:00:00	76	13	70	85	85	53	58	16	13	13	84	7	56	99	29	48	67	93	63	56	35	52	16	39	50	0.006953
A	2008-06-27T00:00:00	76	14	70	85	92	54	59	42	17	17	72	7	56	99	28	48	68	93	63	56	35	43	18	36	52	-0.05269
A	2008-07-04T00:00:00	76	13	70	85	72	55	61	40	16	16	90	7	56	100	24	48	68	93	63	60	33	50	15	41	50	-0.024166
A	2008-07-11T00:00:00	75	12	69	85	76	74	84	26	15	15	88	7	56	100	21	47	68	93	64	82	33	52	17	34	54	0.027654
A	2008-07-18T00:00:00	75	12	70	85	87	81	92	47	12	12	82	7	56	100	18	47	68	93	64	89	36	64	24	36	41	-0.003375
A	2008-07-25T00:00:00	75	12	69	85	81	83	93	41	8	8	85	7	56	100	18	47	68	93	65	91	27	41	34	51	43	0.017972
A	2008-08-01T00:00:00	74	12	70	85	61	80	86	59	7	7	90	7	57	100	18	48	67	93	64	86	23	36	37	49	37	-0.009638
A	2008-08-08T00:00:00	74	11	70	85	75	84	90	41	6	6	97	7	55	100	19	50	67	93	64	90	23	34	40	45	38	0.031777
A	2008-08-15T00:00:00	74	13	70	84	89	86	90	64	6	6	95	7	55	100	28	49	66	93	63	90	23	39	39	47	34	-0.017027
A	2008-08-22T00:00:00	74	13	70	84	64	82	76	72	6	6	98	7	55	97	32	50	66	93	63	82	20	37	33	53	32	-0.027214
A	2008-08-29T00:00:00	75	14	70	84	80	83	73	80	6	6	96	7	55	97	32	50	66	93	62	81	20	36	28	54	31	-0.017545
A	2008-09-05T00:00:00	76	14	69	62	73	87	83	80	7	7	85	7	82	97	39	43	66	93	42	88	22	39	40	73	22	-0.056683
A	2008-09-12T00:00:00	77	15	70	62	89	85	69	71	6	6	75	7	82	97	49	43	66	93	42	81	17	43	70	74	21	-0.022557
A	2008-09-19T00:00:00	77	15	69	62	66	84	70	51	6	6	87	7	82	97	50	42	66	93	41	81	41	26	74	77	28	0.026836
A	2008-09-26T00:00:00	77	16	69	62	87	80	58	60	8	8	77	7	82	97	54	41	66	93	41	73	50	25	62	85	25	-0.060151
A	2008-10-03T00:00:00	77	15	69	62	86	83	66	49	8	8	78	7	83	97	58	41	66	93	42	78	53	18	60	87	28	-0.085667
A	2008-10-10T00:00:00	79	17	70	62	76	76	51	58	16	16	79	7	83	97	64	41	66	93	42	65	25	10	50	93	10	-0.205078
A	2008-10-17T00:00:00	79	18	70	62	80	72	41	61	13	13	76	7	83	97	69	41	66	93	41	56	16	7	41	88	23	0.00577
A	2008-10-24T00:00:00	80	21	70	62	90	65	31	67	14	14	75	7	83	98	77	41	66	93	41	46	18	6	57	95	31	-0.126477
A	2008-10-31T00:00:00	79	20	70	61	92	57	25	53	18	18	73	7	82	98	76	42	66	93	41	38	20	12	62	96	30	0.123524
A	2008-11-07T00:00:00	79	18	69	60	72	55	30	44	17	17	64	7	82	95	78	43	66	93	41	42	18	12	62	97	30	-0.015796
A	2008-11-14T00:00:00	79	18	69	60	92	58	42	34	15	15	45	7	81	95	69	44	66	93	42	50	17	12	60	97	29	-0.049915
A	2008-11-21T00:00:00	80	21	69	60	86	55	38	56	18	18	52	7	81	95	72	41	66	93	42	46	15	9	50	98	88	-0.166766
A	2008-11-28T00:00:00	81	22	70	60	86	60	47	68	17	17	53	7	81	95	72	41	66	94	42	54	13	7	49	63	90	0.089131
A	2008-12-05T00:00:00	82	25	69	60	88	54	44	76	17	17	51	7	81	96	76	41	66	94	41	49	15	6	58	62	90	-0.083395
A	2008-12-12T00:00:00	82	24	70	61	68	52	39	69	16	16	60	7	81	96	78	42	65	94	40	44	17	7	61	65	91	0.007515
A	2008-12-19T00:00:00	92	29	74	76	85	49	37	82	14	14	81	8	81	97	81	65	17	94	39	42	19	7	63	67	91	-0.063843
A	2008-12-26T00:00:00	92	32	74	75	91	51	40	85	14	14	74	8	81	97	81	64	17	94	38	45	22	8	64	67	91	-0.050934
A	2009-01-02T00:00:00	92	31	74	75	87	55	49	80	14	14	80	8	81	98	83	65	17	94	38	52	22	10	67	68	91	0.051069
A	2009-01-09T00:00:00	91	24	72	76	82	59	58	21	20	20	84	8	81	99	74	64	17	94	39	59	34	4	61	86	89	0.140439
A	2009-01-16T00:00:00	90	20	72	76	92	55	48	7	20	20	84	7	90	99	67	65	17	93	41	52	34	4	52	84	89	0.053443
A	2009-01-23T00:00:00	90	20	72	75	78	50	37	22	20	20	87	7	90	99	67	65	17	93	41	43	39	4	51	86	90	-0.044559
A	2009-01-30T00:00:00	90	21	72	75	71	46	31	47	17	17	88	7	90	99	72	65	17	93	41	37	41	7	56	87	90	-0.03007
A	2009-02-06T00:00:00	90	21	72	75	91	43	27	37	18	18	91	7	89	96	73	65	17	93	40	32	39	6	60	87	90	0.067469
A	2009-02-13T00:00:00	91	21	72	75	74	38	22	46	16	16	99	7	89	96	75	65	17	94	40	27	40	7	59	87	90	-0.042963
A	2009-02-20T00:00:00	92	27	73	75	91	36	18	79	29	29	92	8	89	96	78	64	17	94	40	24	41	6	62	85	86	-0.178147
A	2009-02-27T00:00:00	93	28	74	74	63	33	15	83	29	29	100	8	89	96	80	64	17	94	39	19	45	6	58	86	85	-0.086258
A	2009-03-06T00:00:00	94	29	74	73	84	43	64	70	26	26	66	8	76	95	77	61	17	94	76	54	44	6	58	87	86	-0.088055
A	2009-03-13T00:00:00	59	28	85	34	91	58	86	59	25	25	41	8	80	97	75	74	33	95	74	77	43	5	60	87	85	0.105957
A	2009-03-20T00:00:00	60	29	86	34	89	57	81	55	22	22	45	8	79	97	69	75	33	95	74	73	42	4	57	88	86	0.031457
A	2009-03-27T00:00:00	60	25	86	34	83	51	66	33	26	26	52	8	78	97	59	74	33	95	74	60	39	2	61	86	85	0.123381
A	2009-04-03T00:00:00	61	26	86	34	60	53	72	53	24	24	64	8	77	98	58	84	33	95	74	64	40	3	65	87	85	0.015432
A	2009-04-10T00:00:00	61	25	86	33	79	52	63	41	23	23	56	8	77	98	63	84	33	95	74	59	37	3	62	86	85	0.032833
A	2009-04-17T00:00:00	62	27	86	33	88	41	29	60	22	22	54	8	77	98	66	85	33	95	73	33	39	4	58	87	86	0.000545
A	2009-04-24T00:00:00	61	26	86	33	65	35	21	57	20	20	57	8	77	98	60	85	33	95	73	25	39	4	59	87	86	-0.006445
A	2009-05-01T00:00:00	61	23	86	33	70	38	28	21	20	20	58	8	77	98	50	85	33	95	74	31	35	2	50	84	85	0.11302
A	2009-05-08T00:00:00	61	26	85	36	90	38	29	45	17	17	43	8	75	98	57	85	34	95	75	30	35	3	52	85	86	0.028156
A	2009-05-15T00:00:00	59	27	84	38	91	36	32	65	20	20	34	8	73	98	62	85	33	96	74	29	37	3	50	85	86	-0.087345
A	2009-05-22T00:00:00	59	26	85	38	70	42	56	69	19	19	26	8	73	98	54	85	33	96	74	47	37	3	49	85	86	0.002187
A	2009-05-29T00:00:00	60	28	85	38	74	38	49	61	18	18	24	8	73	98	49	85	33	96	74	39	23	2	40	85	86	0.030552
A	2009-06-05T00:00:00	60	26	85	38	88	39	57	26	19	19	27	8	88	98	44	64	33	96	76	45	22	2	38	84	86	0.091648
A	2009-06-12T00:00:00	31	16	30	63	90	33	48	57	20	20	7	8	91	93	49	66	16	96	78	34	24	2	39	84	85	-0.027157
A	2009-06-19T00:00:00	31	15	30	63	89	31	42	51	19	19	8	8	91	92	45	66	16	96	78	31	54	3	46	84	88	-0.024246

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