Split (1)

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 ⌀
AACH	2018-04-20T00:00:00	14	86	46	44	90	69	82	74	82	82	7	66	6	54	47	12	61	18	13	79	76	58	74	51	25	0.021336
AACH	2018-04-27T00:00:00	14	86	45	45	90	75	90	67	81	81	7	66	6	55	38	12	61	18	12	86	77	58	70	55	25	0.000908
AACH	2018-05-04T00:00:00	14	84	45	50	78	86	99	22	80	80	12	66	21	49	38	11	61	38	17	95	75	59	71	52	26	0.044465
AACH	2018-05-11T00:00:00	42	84	98	21	88	89	99	18	78	78	37	64	17	25	42	65	57	24	28	96	76	63	74	48	27	0.041703
AACH	2018-05-18T00:00:00	42	84	98	21	61	87	98	44	70	70	51	64	17	19	39	65	57	59	28	95	76	66	66	47	24	-0.011676
AACH	2018-05-25T00:00:00	42	85	98	21	89	86	82	80	67	67	34	65	17	27	65	65	57	20	28	88	79	71	72	48	27	-0.037975
AACH	2018-06-01T00:00:00	43	88	98	21	93	86	78	97	71	71	27	66	18	29	76	65	57	8	28	87	72	56	68	44	29	-0.085088
AACH	2018-06-08T00:00:00	43	88	98	21	88	86	42	93	68	68	34	66	18	27	83	65	57	21	28	68	72	56	71	42	29	-0.009588
AACH	2018-06-15T00:00:00	43	88	98	22	92	84	35	94	67	67	30	66	17	29	80	66	58	12	27	61	70	52	63	48	17	-0.033882
AACH	2018-06-22T00:00:00	43	88	98	22	92	81	39	73	65	65	28	66	18	29	85	72	58	10	27	62	64	47	58	42	24	0.011022
AACH	2018-06-29T00:00:00	43	87	98	22	55	88	72	93	67	67	55	67	18	19	90	73	58	67	27	84	64	44	58	43	26	-0.071358
AACH	2018-07-06T00:00:00	43	89	98	22	89	90	83	86	67	67	34	67	18	25	91	73	58	22	27	90	65	44	56	43	26	0.01174
AACH	2018-07-13T00:00:00	43	88	98	22	94	86	70	25	69	69	24	66	18	29	85	73	58	2	27	81	67	57	55	55	23	0.059072
AACH	2018-07-20T00:00:00	43	87	98	22	61	77	43	80	69	69	50	67	18	16	89	73	58	60	27	62	65	56	52	51	24	-0.048805
AACH	2018-07-27T00:00:00	43	86	98	22	81	57	19	7	73	73	61	65	18	21	91	73	58	37	27	35	61	63	56	42	31	0.077487
AACH	2018-08-03T00:00:00	38	87	99	44	63	51	15	88	75	75	44	66	25	14	78	70	58	56	21	30	61	46	56	36	35	-0.089407
AACH	2018-08-10T00:00:00	38	88	99	41	78	44	10	83	71	71	38	67	25	20	78	69	58	39	22	23	62	46	54	39	36	-0.027748
AACH	2018-08-17T00:00:00	37	88	99	41	92	48	11	20	75	75	27	66	26	27	72	68	58	12	22	26	65	56	44	36	39	0.084523
AACH	2018-08-24T00:00:00	37	89	99	41	91	33	7	77	74	74	28	67	25	26	84	19	58	13	21	17	66	51	55	35	34	-0.038462
AACH	2018-08-31T00:00:00	37	88	99	41	64	33	8	94	74	74	43	68	26	18	84	18	58	53	21	17	68	55	54	27	33	-0.067368
AACH	2018-09-07T00:00:00	38	91	99	40	69	40	46	99	77	77	41	69	26	19	88	18	58	48	21	41	65	55	71	25	30	-0.121896
AACH	2018-09-14T00:00:00	38	92	99	40	82	27	14	97	76	76	35	69	26	23	87	18	58	32	21	17	68	54	78	24	32	-0.05527
AACH	2018-09-21T00:00:00	38	93	99	40	93	57	79	87	74	74	23	70	26	28	93	18	58	5	22	72	68	54	79	26	32	0.006803
AACH	2018-09-28T00:00:00	38	91	99	40	78	33	18	45	73	73	37	69	26	21	90	18	58	37	22	22	67	51	79	24	30	0.031081
AACH	2018-10-05T00:00:00	38	92	99	41	61	25	16	87	72	72	40	70	26	19	94	18	58	54	22	18	67	50	76	23	31	-0.082569
AACH	2018-10-12T00:00:00	38	92	99	41	80	45	68	55	69	69	14	69	26	23	94	18	58	33	22	58	73	64	70	25	38	-0.011429
AACH	2018-10-19T00:00:00	38	91	99	41	75	35	22	57	69	69	17	69	26	21	93	18	59	39	22	26	64	61	67	31	35	0
AACH	2018-10-26T00:00:00	38	90	99	41	62	22	9	51	62	62	22	69	26	17	90	19	59	51	22	13	65	62	67	31	31	-0.037572
AACH	2018-11-02T00:00:00	38	94	99	40	89	14	3	98	67	67	9	70	26	24	86	20	59	15	25	7	90	77	75	18	27	-0.136637
AACH	2018-11-09T00:00:00	17	95	83	30	58	12	4	100	92	92	14	75	30	18	95	30	69	52	32	6	96	69	8	39	42	-0.48
AACH	2018-11-16T00:00:00	17	97	84	30	65	12	5	100	93	93	11	77	30	20	97	32	69	43	31	6	94	17	13	48	19	-0.334448
AACH	2018-11-23T00:00:00	17	97	84	30	58	16	15	91	93	93	13	77	30	19	98	31	69	47	31	12	93	27	10	46	54	0.005025
AACH	2018-11-30T00:00:00	17	98	84	30	84	13	8	96	93	93	6	77	30	24	97	31	69	20	32	8	93	23	13	47	51	-0.015
AACH	2018-12-07T00:00:00	17	95	84	30	63	16	21	29	93	93	11	76	30	19	95	31	69	42	32	15	97	24	12	20	66	0.091371
AACH	2018-12-14T00:00:00	17	94	84	30	51	17	30	31	93	93	13	76	30	17	95	31	68	53	33	20	97	39	10	15	78	0.004651
AACH	2018-12-21T00:00:00	17	97	84	30	85	19	36	93	93	93	5	76	30	25	94	31	68	13	33	25	96	34	10	22	83	-0.277778
AACH	2018-12-28T00:00:00	17	96	84	30	59	9	5	97	93	93	11	77	30	19	95	31	68	45	33	5	96	35	8	23	90	-0.096154
AACH	2019-01-04T00:00:00	17	98	84	30	88	3	1	23	94	94	3	76	30	25	95	32	68	6	33	1	91	31	10	37	69	0.319149
AACH	2019-01-11T00:00:00	17	95	84	30	49	2	1	2	95	95	18	75	30	33	94	32	68	53	33	1	92	28	10	62	60	0.311828
AACH	2019-01-18T00:00:00	18	96	84	30	87	2	1	2	94	94	3	74	30	43	94	32	68	7	33	1	91	29	10	62	60	0.135246
AACH	2019-01-25T00:00:00	17	96	84	30	64	2	1	65	94	94	13	75	30	35	96	32	68	37	33	1	92	31	13	66	65	-0.140794
AACH	2019-02-01T00:00:00	17	95	84	30	46	2	8	55	94	94	20	75	30	30	93	32	68	55	33	4	92	30	13	65	66	0.02521
AACH	2019-02-08T00:00:00	18	96	83	30	74	3	19	8	94	94	9	74	31	37	74	31	68	26	34	10	91	22	14	54	49	0.147541
AACH	2019-02-15T00:00:00	18	97	83	30	86	3	4	5	93	93	3	74	30	43	73	30	69	7	34	3	92	22	14	55	51	0.060714
AACH	2019-02-22T00:00:00	18	96	83	30	69	2	4	18	93	93	11	74	30	37	71	81	68	31	34	2	92	22	15	54	52	0.003367
AACH	2019-03-01T00:00:00	19	96	84	30	70	3	29	74	92	92	10	75	30	39	61	81	68	29	33	12	91	20	15	53	51	-0.036913
AACH	2019-03-08T00:00:00	19	96	84	30	85	3	91	97	93	93	3	76	33	44	39	36	68	10	45	45	88	22	21	58	53	-0.195122
AACH	2019-03-15T00:00:00	19	97	84	30	88	4	91	72	92	92	2	76	33	46	33	37	68	4	45	45	89	21	19	60	51	0.077922
AACH	2019-03-22T00:00:00	19	96	84	29	83	3	61	99	91	91	4	76	34	44	35	37	68	14	46	26	86	27	19	62	48	-0.140562
AACH	2019-03-29T00:00:00	19	98	84	29	81	3	63	99	91	91	4	77	33	43	41	37	68	17	45	28	84	24	19	64	51	-0.140187
AACH	2019-04-05T00:00:00	20	96	84	29	84	5	87	74	91	91	3	77	34	58	37	38	68	11	45	44	84	27	18	63	44	0.11413
AACH	2019-04-12T00:00:00	20	96	84	29	78	6	87	51	91	91	1	77	34	52	24	37	68	23	45	44	82	27	18	66	41	0.019512
AACH	2019-04-19T00:00:00	4	94	64	24	86	6	88	99	93	93	3	78	42	44	29	38	100	8	60	46	84	32	19	63	43	-0.253589
AACH	2019-04-26T00:00:00	4	94	64	24	83	5	71	87	92	92	4	78	42	42	25	39	100	14	60	34	82	27	22	65	44	0.051282
AACH	2019-05-03T00:00:00	5	92	64	25	84	3	17	27	94	94	3	77	41	44	19	15	100	13	75	8	80	24	23	54	44	0.20122
AACH	2019-05-10T00:00:00	4	93	64	27	67	4	28	68	94	94	8	78	44	43	11	16	100	33	77	13	76	22	23	55	42	-0.121827
AACH	2019-05-17T00:00:00	8	91	64	27	80	3	6	96	94	94	24	77	46	30	14	38	99	20	86	3	77	19	18	60	50	-0.16185
AACH	2019-05-24T00:00:00	7	93	64	27	75	2	3	100	94	94	25	78	46	29	20	38	99	24	86	2	79	17	23	65	31	-0.241379
AACH	2019-05-31T00:00:00	7	92	64	27	37	3	13	100	94	94	46	78	47	20	24	38	99	67	86	6	77	17	24	64	28	-0.181818
AACH	2019-06-07T00:00:00	7	92	64	28	49	3	22	91	94	94	39	78	47	23	37	38	99	48	86	10	76	18	25	64	34	0.022222
AACH	2019-06-14T00:00:00	7	92	64	28	44	2	2	100	94	94	42	79	47	23	67	38	99	55	86	1	82	27	20	76	24	-0.240217
AACH	2019-06-21T00:00:00	7	93	64	28	54	2	3	96	94	94	37	80	47	25	66	38	99	43	85	2	74	17	23	76	20	-0.004292
AACH	2019-06-28T00:00:00	7	93	64	28	60	4	52	31	95	95	33	79	47	26	37	38	99	36	86	25	68	19	22	68	39	0.235632
AACH	2019-07-05T00:00:00	7	91	64	28	41	3	14	7	96	96	42	78	47	21	23	38	99	55	86	6	60	18	18	69	32	0.255814
AACH	2019-07-12T00:00:00	7	92	64	28	76	3	4	1	96	96	23	77	47	26	25	37	99	19	86	3	57	12	18	77	39	0.111111
AACH	2019-07-19T00:00:00	7	91	64	28	47	2	2	74	96	96	38	78	47	18	35	37	99	50	86	1	40	12	48	76	18	-0.200833
AACH	2019-07-26T00:00:00	7	92	64	28	85	2	1	62	96	96	20	78	47	28	23	37	99	7	86	1	41	33	34	78	15	0.03024
AACH	2019-08-02T00:00:00	7	93	64	27	86	2	2	82	95	95	20	78	62	29	30	26	99	7	82	2	37	27	34	79	8	-0.110324
AACH	2019-08-09T00:00:00	7	91	63	26	42	1	1	61	95	95	38	78	62	21	27	26	99	57	82	1	36	36	37	80	9	0.001138
AACH	2019-08-16T00:00:00	7	92	63	25	53	1	1	100	96	96	35	80	62	24	36	33	99	46	81	1	14	25	38	95	9	-0.318182
AACH	2019-08-23T00:00:00	7	94	63	25	87	2	22	94	95	95	18	80	62	34	31	35	99	3	81	10	11	14	52	96	7	-0.016667
AACH	2019-08-30T00:00:00	7	92	63	25	39	3	60	91	95	95	40	80	62	21	33	9	99	62	81	28	12	11	52	96	8	0.016949
AACH	2019-09-06T00:00:00	7	93	63	25	50	5	89	89	94	94	37	80	62	24	34	9	99	48	81	44	14	13	70	95	8	-0.015
AACH	2019-09-13T00:00:00	15	91	92	22	78	3	26	12	95	95	42	79	64	27	26	9	100	21	87	12	17	12	65	97	13	0.294416
AACH	2019-09-20T00:00:00	15	90	92	22	63	5	40	21	95	95	49	79	64	24	14	9	100	37	87	20	14	13	62	96	15	-0.005229
AACH	2019-09-27T00:00:00	15	90	92	22	41	4	25	58	95	95	54	79	64	19	11	9	100	61	87	12	15	12	59	96	16	-0.093298
AACH	2019-10-04T00:00:00	15	92	92	22	83	5	28	75	94	94	42	79	64	28	16	9	100	16	88	14	15	13	51	95	21	-0.034783
AACH	2019-10-11T00:00:00	16	95	92	22	83	2	2	100	97	97	34	81	64	29	36	9	100	16	87	1	29	21	52	75	46	-0.489489
AACH	2019-10-18T00:00:00	16	93	92	22	56	2	2	87	97	97	45	81	64	22	19	9	100	43	87	1	30	23	40	83	22	0.164706
AACH	2019-10-25T00:00:00	16	93	92	22	54	3	3	41	97	97	46	80	64	21	12	9	100	45	87	2	29	18	26	85	27	0.212121
AACH	2019-11-01T00:00:00	16	93	92	22	70	3	4	80	97	97	42	81	64	23	33	9	100	29	87	2	28	29	22	89	28	-0.145833
AACH	2019-11-08T00:00:00	15	87	92	22	51	4	58	1	100	100	99	78	67	21	10	9	100	44	88	24	45	18	22	96	30	1.658537
AACH	2019-11-15T00:00:00	29	85	100	34	85	4	59	55	100	100	95	79	67	28	20	15	100	8	90	26	49	20	22	97	25	-0.33945
AACH	2019-11-22T00:00:00	29	86	100	34	52	4	44	70	99	99	99	80	67	20	17	14	100	44	90	21	52	21	23	97	26	-0.166667
AACH	2019-11-29T00:00:00	29	86	100	34	81	4	34	65	99	99	96	80	67	26	10	14	100	12	90	16	53	22	23	97	26	0.083333
AACH	2019-12-06T00:00:00	29	82	100	34	62	1	1	2	99	99	98	79	67	21	6	14	100	34	90	1	59	23	24	98	24	0.230769
AACH	2019-12-13T00:00:00	29	86	100	34	66	2	2	73	99	99	98	80	67	22	10	14	100	31	90	1	66	29	16	97	27	-0.2
AACH	2019-12-20T00:00:00	29	85	100	34	56	3	8	84	99	99	98	80	67	22	8	14	100	39	90	4	67	33	18	97	27	0.015625
AACH	2019-12-27T00:00:00	29	87	100	34	64	2	3	100	99	99	98	80	67	22	21	14	100	33	90	2	70	34	18	97	27	-0.153846
AACH	2020-01-03T00:00:00	29	87	100	34	65	36	99	61	99	99	97	80	67	22	15	14	100	30	90	71	70	34	21	97	27	0.090909
AACH	2020-01-10T00:00:00	29	86	100	34	50	13	74	40	99	99	98	80	67	15	12	14	100	46	90	41	70	33	23	98	26	0.033333
AACH	2020-01-17T00:00:00	29	88	100	34	78	6	24	92	97	97	92	81	67	42	8	14	100	17	90	13	77	35	34	98	28	-0.08871
AACH	2020-01-24T00:00:00	29	91	100	34	77	8	50	100	97	97	93	81	68	42	18	14	100	18	90	25	78	36	38	98	28	-0.274336
AACH	2020-01-31T00:00:00	29	91	100	34	73	26	97	98	97	97	94	81	68	40	16	15	100	25	90	64	78	42	35	98	30	-0.073171
AACH	2020-02-07T00:00:00	29	91	100	34	42	8	39	100	97	97	100	82	68	31	38	15	100	59	90	20	78	31	23	98	30	-0.289474
AACH	2020-02-14T00:00:00	29	92	100	34	72	9	20	91	97	97	95	82	68	39	24	14	100	27	90	12	77	33	26	97	28	0.037037
AACH	2020-02-21T00:00:00	29	94	100	34	83	5	4	100	97	97	93	83	68	44	34	89	100	14	91	3	73	24	31	96	34	-0.214286
AACH	2020-02-28T00:00:00	29	93	100	34	88	6	8	16	98	98	93	81	68	47	14	84	100	6	91	5	98	84	60	67	81	0.363636
AACH	2020-03-06T00:00:00	30	92	100	34	60	7	28	91	98	98	50	82	70	37	40	83	100	44	91	13	97	75	58	71	65	-0.25
AACH	2020-03-13T00:00:00	29	90	100	33	64	5	4	17	97	97	49	80	70	38	12	83	100	43	91	3	98	93	71	18	96	0.066667

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