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 ⌀
ZM	2023-09-08T00:00:00	67	5	19	87	6	38	66	13	39	39	85	10	10	47	23	23	13	87	16	53	52	68	37	41	63	0.004741
ZM	2023-09-15T00:00:00	67	5	8	87	22	36	63	35	38	38	80	10	10	48	31	69	13	87	16	48	52	67	36	39	63	-0.013183
ZM	2023-09-22T00:00:00	67	5	22	87	4	44	73	46	36	36	87	10	10	48	24	69	13	87	16	61	48	59	39	36	58	-0.031782
ZM	2023-09-29T00:00:00	67	5	21	87	5	32	44	30	36	36	86	10	10	48	24	69	13	87	17	34	50	61	37	36	61	0.015832
ZM	2023-10-06T00:00:00	67	5	20	87	6	30	34	70	39	39	86	10	10	48	26	69	13	87	16	30	51	67	40	30	60	-0.063769
ZM	2023-10-13T00:00:00	68	6	16	87	8	36	49	77	39	39	82	10	10	48	35	69	13	87	17	40	39	72	23	40	74	-0.041692
ZM	2023-10-20T00:00:00	68	5	15	87	9	41	60	69	36	36	81	10	10	47	22	69	13	87	16	49	45	63	23	50	63	-0.016574
ZM	2023-10-27T00:00:00	68	6	19	87	5	56	81	68	35	35	84	10	10	47	24	69	13	87	17	71	44	57	29	51	61	-0.039216
ZM	2023-11-03T00:00:00	68	6	10	86	18	61	86	50	34	34	76	10	10	44	21	70	13	87	16	77	43	57	27	50	66	0.062405
ZM	2023-11-10T00:00:00	68	5	12	86	13	56	81	54	31	31	80	10	9	46	17	69	13	87	17	72	39	57	22	63	50	-0.014764
ZM	2023-11-17T00:00:00	68	6	22	86	4	53	65	45	31	31	87	10	9	46	29	68	13	87	17	59	39	57	22	60	54	0.033194
ZM	2023-11-24T00:00:00	61	6	17	94	6	59	73	41	31	31	67	10	10	41	37	31	11	87	18	66	15	41	13	83	38	0.006394
ZM	2023-12-01T00:00:00	61	6	11	94	14	46	43	14	38	38	58	10	10	40	28	31	11	86	18	43	14	35	13	77	53	0.089261
ZM	2023-12-08T00:00:00	61	5	7	94	22	40	33	12	37	37	52	10	10	41	22	30	11	86	19	35	19	33	13	65	70	0.039408
ZM	2023-12-15T00:00:00	61	6	6	94	25	41	35	49	34	34	50	10	10	41	35	29	11	87	18	36	16	44	11	60	78	-0.020394
ZM	2023-12-22T00:00:00	61	6	11	94	12	41	34	50	32	32	59	10	10	41	41	29	11	87	18	36	10	45	12	68	89	0.012994
ZM	2023-12-29T00:00:00	61	6	12	94	12	39	37	69	32	32	60	10	10	41	49	29	11	87	18	35	7	42	11	64	87	-0.008138
ZM	2024-01-05T00:00:00	61	7	13	94	10	43	42	86	35	35	61	10	10	40	53	29	11	87	18	41	5	47	12	38	89	-0.068836
ZM	2024-01-12T00:00:00	61	6	14	94	9	41	49	34	37	37	61	10	10	38	48	29	11	87	18	42	4	40	20	43	87	0.05227
ZM	2024-01-19T00:00:00	61	6	20	94	4	39	55	62	37	37	63	10	10	37	49	29	11	87	18	44	4	40	24	41	87	-0.020153
ZM	2024-01-26T00:00:00	61	6	21	94	4	57	83	75	36	36	55	10	10	39	53	29	11	87	18	73	2	27	22	27	93	-0.01883
ZM	2024-02-02T00:00:00	61	8	7	94	24	67	87	85	37	37	24	11	10	40	52	29	11	88	18	82	3	35	34	40	99	-0.051225
ZM	2024-02-09T00:00:00	62	7	14	94	10	52	61	64	34	34	40	11	10	41	53	29	11	88	18	58	2	34	33	42	97	0.02225
ZM	2024-02-16T00:00:00	62	8	7	94	27	56	54	90	34	34	24	11	10	41	62	29	11	88	18	56	2	24	28	28	98	-0.05449
ZM	2024-02-23T00:00:00	62	8	11	94	13	55	48	58	35	35	36	11	9	41	60	28	11	88	18	52	2	29	26	24	99	0.020605
ZM	2024-03-01T00:00:00	62	7	13	94	10	36	20	15	46	46	41	10	9	43	60	27	11	87	18	24	3	12	23	30	90	0.118454
ZM	2024-03-08T00:00:00	85	10	7	83	22	50	54	55	47	47	73	11	16	40	70	32	10	89	20	51	3	16	32	38	86	-0.052884
ZM	2024-03-15T00:00:00	85	10	6	82	25	44	39	53	45	45	67	11	21	41	57	33	10	89	19	38	2	13	21	41	87	-0.017868
ZM	2024-03-22T00:00:00	85	10	9	82	17	35	28	72	43	43	70	11	21	41	57	33	10	89	19	27	4	15	21	45	80	0
ZM	2024-03-29T00:00:00	86	10	18	82	4	32	21	72	41	41	82	11	20	42	64	34	10	89	18	23	3	16	24	48	80	-0.008945
ZM	2024-04-05T00:00:00	86	11	13	82	11	35	29	76	40	40	76	11	20	41	61	34	10	89	19	29	4	13	28	42	83	-0.037173
ZM	2024-04-12T00:00:00	86	11	7	82	24	26	14	66	39	39	74	11	20	39	71	35	10	89	18	16	6	20	31	42	88	-0.020813
ZM	2024-04-19T00:00:00	86	11	7	82	24	31	27	68	38	38	75	11	20	38	81	35	10	89	19	26	4	18	25	38	78	-0.035372
ZMBA	1998-01-09T00:00:00	22	51	27	10	20	25	24	85	92	92	71	87	97	24	35	29	63	37	79	9	60	41	50	95	31	0.040333
ZMBA	1998-01-16T00:00:00	22	51	27	10	20	25	24	2	92	92	64	87	97	24	35	29	63	37	79	9	60	41	50	95	31	0.268923
ZMBA	1998-01-23T00:00:00	22	51	27	10	20	25	24	13	95	95	76	87	97	24	35	29	63	37	79	9	60	41	50	95	31	0.030553
ZMBA	1998-01-30T00:00:00	22	51	27	10	20	25	24	25	93	93	82	87	97	24	35	29	63	37	79	9	60	41	50	95	31	0
ZMBA	1998-02-06T00:00:00	22	51	27	10	20	25	24	1	97	97	70	87	97	24	35	29	63	37	79	9	60	41	50	95	31	0.411765
ZMBA	1998-02-13T00:00:00	22	51	27	10	20	25	24	12	97	97	66	87	97	24	35	29	63	37	79	9	60	41	50	95	31	0
ZMBA	1998-02-20T00:00:00	22	51	27	10	20	25	24	31	97	97	66	87	97	24	35	29	63	37	79	9	60	41	50	95	31	-0.041667
ZMBA	1998-02-27T00:00:00	22	51	27	10	20	25	24	86	97	97	67	87	97	24	35	29	63	37	79	9	60	41	50	95	31	-0.086957
ZMBA	1998-03-06T00:00:00	22	51	27	10	20	56	56	73	96	96	74	87	97	24	35	29	63	37	79	56	60	41	50	95	31	0
ZMBA	1998-03-13T00:00:00	22	51	27	10	20	99	99	5	95	95	71	87	97	24	35	29	63	37	79	99	60	41	50	95	31	0.190476
ZMBA	1998-03-20T00:00:00	11	51	2	6	20	96	94	24	94	94	78	87	97	91	35	29	4	70	79	95	60	41	50	95	31	0
ZMBA	1998-03-27T00:00:00	11	51	3	6	20	87	81	4	93	93	80	87	97	89	35	29	3	70	79	84	60	41	50	95	31	0.13984
ZMBA	1998-04-03T00:00:00	14	51	2	6	20	100	100	59	93	93	76	87	97	89	35	29	4	70	79	100	60	41	50	95	31	-0.070185
ZMBA	1998-04-10T00:00:00	14	51	2	6	20	99	98	4	92	92	78	87	97	89	35	29	4	70	79	98	60	41	50	95	31	0.113527
ZMBA	1998-04-17T00:00:00	14	51	1	6	20	95	92	6	86	86	78	87	97	89	35	29	4	70	79	94	60	41	50	95	31	0.084599
ZMBA	1998-04-24T00:00:00	15	51	2	6	20	60	32	25	86	86	35	87	97	89	35	29	4	70	79	46	60	41	50	95	31	-0.03125
ZMBA	1998-05-01T00:00:00	14	51	2	6	20	58	34	82	87	87	42	87	97	89	35	29	4	69	79	46	60	41	50	95	31	-0.080774
ZMBA	1998-05-08T00:00:00	14	51	2	6	20	95	96	84	85	85	70	87	97	89	35	29	4	70	79	96	60	41	50	95	31	-0.017406
ZMBA	1998-05-15T00:00:00	11	51	1	11	20	91	81	86	85	85	3	87	97	43	35	29	4	70	79	87	60	41	50	95	31	-0.053714
ZMBA	1998-05-22T00:00:00	11	51	22	11	20	98	95	37	80	80	51	87	97	10	35	29	4	70	79	97	60	41	50	95	31	0.038043
ZMBA	1998-05-29T00:00:00	11	51	6	11	20	87	75	94	84	84	18	87	97	33	35	29	4	70	79	82	60	41	50	95	31	-0.109366
ZMBA	1998-06-05T00:00:00	11	51	11	11	20	96	95	83	80	80	29	87	97	26	35	29	4	70	79	96	60	41	50	95	31	-0.020248
ZMBA	1998-06-12T00:00:00	11	51	20	11	20	97	97	60	78	78	46	87	97	13	35	29	4	70	79	97	60	41	50	95	31	0
ZMBA	1998-06-19T00:00:00	11	51	2	11	20	94	92	82	72	72	3	87	97	43	35	29	4	70	79	93	60	41	50	95	31	-0.062667
ZMBA	1998-06-26T00:00:00	11	51	13	11	20	79	54	83	62	62	34	87	97	21	35	29	4	70	79	67	60	41	50	95	31	-0.022048
ZMBA	1998-07-03T00:00:00	11	51	12	11	20	73	41	89	60	60	29	87	97	24	35	29	4	70	79	57	60	41	50	95	31	-0.022545
ZMBA	1998-07-10T00:00:00	11	51	9	11	20	53	31	54	58	58	23	87	97	29	35	29	4	70	79	41	60	41	50	95	31	0.023065
ZMBA	1998-07-17T00:00:00	11	51	17	11	20	74	48	57	55	55	39	87	97	17	35	29	4	70	79	62	60	41	50	95	31	0
ZMBA	1998-07-24T00:00:00	11	51	20	11	20	31	14	20	51	51	46	87	97	13	35	29	4	70	79	21	60	41	50	95	31	0.022545
ZMBA	1998-07-31T00:00:00	12	51	20	11	20	30	18	18	46	46	44	87	97	13	35	29	4	70	79	23	60	41	50	95	31	0
ZMBA	1998-08-07T00:00:00	11	51	4	11	20	41	38	42	38	38	11	87	97	38	35	29	4	70	79	39	60	41	50	95	31	-0.044097
ZMBA	1998-08-14T00:00:00	12	51	8	6	20	27	25	89	56	56	17	87	97	29	35	29	2	73	79	25	60	41	50	95	31	-0.139881
ZMBA	1998-08-21T00:00:00	12	51	16	6	20	23	18	80	53	53	27	87	97	17	35	29	2	73	79	20	60	41	50	95	31	-0.026817
ZMBA	1998-08-28T00:00:00	12	51	5	6	20	20	14	83	57	57	10	87	97	36	35	29	2	73	79	16	60	41	50	95	31	-0.138667
ZMBA	1998-09-04T00:00:00	12	51	1	6	20	26	26	6	78	78	1	87	97	45	35	29	2	73	79	25	60	41	50	95	31	0.192982
ZMBA	1998-09-11T00:00:00	12	51	18	6	20	28	32	78	78	78	31	87	97	11	35	29	2	73	79	29	63	38	56	95	31	-0.134948
ZMBA	1998-09-18T00:00:00	12	51	19	6	5	44	57	52	75	75	32	87	97	9	35	29	2	73	79	51	58	40	55	95	31	0.031
ZMBA	1998-09-25T00:00:00	12	51	7	6	28	55	69	79	71	71	13	87	97	29	35	29	2	73	79	63	42	33	67	95	31	-0.030068
ZMBA	1998-10-02T00:00:00	12	51	20	6	5	49	56	72	67	67	33	87	97	9	35	29	2	73	79	53	44	31	67	95	31	-0.0625
ZMBA	1998-10-09T00:00:00	12	51	8	6	23	24	18	94	78	78	16	87	97	26	35	29	2	73	79	20	40	20	65	95	31	-0.266667
ZMBA	1998-10-16T00:00:00	12	51	9	6	19	25	20	23	90	90	53	87	97	22	35	29	2	73	79	21	25	46	56	95	31	0.363636
ZMBA	1998-10-23T00:00:00	12	51	5	6	31	22	19	26	86	86	53	87	97	29	35	29	2	73	79	19	27	42	54	95	31	0.066667
ZMBA	1998-10-30T00:00:00	12	51	3	6	43	60	78	89	86	86	53	87	97	35	35	29	2	73	79	70	46	38	58	95	31	-0.156
ZMBA	1998-11-06T00:00:00	12	51	11	6	14	32	30	86	83	83	53	87	97	18	35	29	2	73	79	29	44	39	67	95	31	0.03673
ZMBA	1998-11-13T00:00:00	12	51	4	6	37	48	36	40	81	81	53	87	97	33	35	29	2	73	79	41	41	30	65	95	31	0.071429
ZMBA	1998-11-20T00:00:00	20	51	27	55	32	38	28	89	81	81	88	87	97	44	35	29	33	95	79	31	51	33	63	95	31	-0.133333
ZMBA	1998-11-27T00:00:00	20	51	27	55	30	35	27	68	80	80	88	87	97	43	35	29	33	95	79	29	51	31	59	95	31	0.038769
ZMBA	1998-12-04T00:00:00	21	26	20	55	51	19	10	23	80	80	78	71	97	47	35	29	33	92	79	13	48	28	43	95	31	0.110782
ZMBA	1998-12-11T00:00:00	21	23	32	55	13	35	58	1	90	90	99	65	97	37	35	29	33	91	79	46	49	12	37	95	31	0.4
ZMBA	1998-12-18T00:00:00	21	26	24	56	38	36	66	67	92	92	85	70	97	45	35	29	33	92	79	50	60	17	23	95	31	-0.261714
ZMBA	1998-12-25T00:00:00	21	25	27	56	27	16	8	51	90	90	91	70	97	42	35	29	32	92	79	9	60	19	21	95	31	0.031992
ZMBA	1999-01-01T00:00:00	21	26	18	55	59	17	11	81	90	90	77	71	97	49	98	29	32	92	79	11	60	20	19	95	31	-0.031
ZMBA	1999-01-08T00:00:00	21	25	20	56	56	24	39	33	87	87	78	70	97	47	83	29	32	92	79	28	61	17	18	95	31	0.063983
ZMBA	1999-01-15T00:00:00	22	22	31	55	16	13	11	2	93	93	97	63	97	12	28	29	32	91	79	10	92	17	13	95	31	0.484966
ZMBA	1999-01-22T00:00:00	22	22	18	55	53	15	15	2	93	93	67	60	97	21	17	29	32	91	79	13	87	16	12	95	31	0.143044
ZMBA	1999-01-29T00:00:00	22	22	16	55	56	27	63	24	93	93	64	62	97	22	18	29	32	91	79	44	89	18	12	95	31	-0.071429
ZMBA	1999-02-05T00:00:00	21	23	28	55	21	84	99	78	93	93	88	64	97	15	14	29	32	91	79	93	91	23	10	95	31	-0.115385
ZMBA	1999-02-12T00:00:00	21	23	26	55	27	33	44	68	93	93	84	64	97	16	11	29	32	91	79	37	90	23	10	95	31	-0.021913
ZMBA	1999-02-19T00:00:00	21	23	31	56	13	38	55	52	92	92	97	64	97	13	11	29	32	91	79	45	90	23	10	95	31	0
ZMBA	1999-02-26T00:00:00	21	23	24	56	34	28	35	83	91	91	80	65	97	18	10	29	32	91	79	29	93	28	9	95	31	-0.066501
ZMBA	1999-03-05T00:00:00	21	24	22	55	41	36	55	98	91	91	76	68	97	19	28	29	32	91	79	44	94	32	11	95	31	-0.142857
ZMBA	1999-03-12T00:00:00	21	23	27	56	24	89	98	52	91	91	86	66	97	16	19	29	32	91	79	95	94	30	9	95	31	0.111111
ZMBA	1999-03-19T00:00:00	21	24	19	56	47	95	99	91	91	91	73	68	97	21	17	29	32	92	79	98	95	32	9	95	31	-0.1
ZMBA	1999-03-26T00:00:00	21	24	31	56	12	90	95	47	84	84	98	67	97	14	12	29	31	91	79	95	95	31	9	95	31	0.027556
ZMBA	1999-04-02T00:00:00	14	32	9	8	47	85	69	92	79	79	48	68	97	13	14	29	28	16	79	80	95	36	9	95	31	-0.080882
ZMBA	1999-04-09T00:00:00	14	32	9	8	47	86	66	71	77	77	48	68	97	12	18	29	28	14	79	79	95	39	8	95	31	0
ZMBA	1999-04-16T00:00:00	15	30	8	8	25	86	71	3	91	91	61	62	97	7	12	29	28	40	79	82	98	38	13	95	31	0.397176

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