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 ⌀
ZOM	2019-12-06T00:00:00	4	33	17	1	19	26	40	24	85	85	84	89	19	8	2	90	15	87	3	30	9	51	73	67	25	0.049563
ZOM	2019-12-13T00:00:00	4	34	8	1	44	23	28	86	83	83	63	89	19	13	2	90	15	87	3	22	15	58	60	66	30	-0.069444
ZOM	2019-12-20T00:00:00	4	35	3	1	67	16	19	94	81	81	45	89	19	18	3	90	15	88	3	14	16	65	64	62	27	-0.050746
ZOM	2019-12-27T00:00:00	4	34	16	1	22	14	20	75	80	80	81	89	19	9	3	90	15	88	3	14	15	65	63	62	27	0.028302
ZOM	2020-01-03T00:00:00	4	34	10	1	40	24	62	52	79	79	68	89	19	11	4	90	15	88	3	40	15	65	63	63	28	0.015291
ZOM	2020-01-10T00:00:00	4	34	3	1	67	28	81	93	79	79	6	90	19	33	6	90	15	88	3	55	15	69	54	64	26	-0.066265
ZOM	2020-01-17T00:00:00	3	35	10	1	41	37	96	96	77	77	29	90	19	24	6	90	15	89	3	69	16	72	65	64	29	-0.032258
ZOM	2020-01-24T00:00:00	3	37	3	1	69	23	41	97	78	78	5	91	19	33	12	90	15	90	3	28	21	83	77	63	24	-0.1
ZOM	2020-01-31T00:00:00	2	41	3	1	71	36	71	100	85	85	4	93	19	33	25	89	15	91	3	55	8	61	78	67	21	-0.262963
ZOM	2020-02-07T00:00:00	2	44	10	1	38	23	22	100	85	85	29	93	19	24	48	89	14	92	3	19	4	45	63	66	19	-0.135678
ZOM	2020-02-14T00:00:00	1	50	11	1	30	17	9	100	88	88	31	95	19	23	78	88	14	93	3	11	13	41	70	63	30	-0.27907
ZOM	2020-02-21T00:00:00	3	35	13	1	4	19	11	6	99	99	39	90	19	22	13	85	14	89	3	12	56	100	62	22	43	1.5
ZOM	2020-02-28T00:00:00	3	27	23	1	3	21	17	50	99	99	43	91	19	6	15	46	41	87	3	14	72	99	68	18	58	-0.290323
ZOM	2020-03-06T00:00:00	3	28	9	1	16	13	6	5	99	99	7	90	19	16	13	46	41	86	3	6	76	99	71	16	72	0.172727
ZOM	2020-03-13T00:00:00	3	28	12	1	11	11	5	84	99	99	12	92	19	14	25	59	41	88	3	6	80	96	75	15	79	-0.379845
ZOM	2020-03-20T00:00:00	3	29	15	1	7	11	3	38	99	99	17	92	19	13	38	60	41	88	3	5	84	96	84	12	85	-0.0375
ZOM	2020-03-27T00:00:00	3	28	23	1	2	5	1	53	98	98	36	92	19	8	76	60	41	88	3	2	84	96	79	14	85	0.090909
ZOM	2020-04-03T00:00:00	3	29	16	1	7	4	1	39	98	98	20	92	19	13	68	60	41	88	3	2	82	96	78	14	84	-0.02381
ZOM	2020-04-10T00:00:00	2	30	18	1	5	2	1	99	98	98	32	93	19	33	90	60	41	89	3	1	86	94	62	10	84	-0.176829
ZOM	2020-04-17T00:00:00	2	29	19	1	4	37	82	47	98	98	53	93	19	32	80	60	41	89	3	61	85	95	61	10	85	0.2
ZOM	2020-04-24T00:00:00	2	30	6	1	21	12	48	76	97	97	53	93	19	43	79	59	41	89	3	27	86	94	61	9	85	-0.04321
ZOM	2020-05-01T00:00:00	3	27	12	1	10	35	80	15	91	91	53	92	19	38	63	59	42	89	3	58	86	94	47	9	85	0.135484
ZOM	2020-05-08T00:00:00	3	27	8	1	16	14	27	3	93	93	53	91	19	43	57	57	43	87	3	19	85	92	43	10	84	0.335227
ZOM	2020-05-15T00:00:00	5	31	33	1	17	24	50	10	92	92	95	89	19	17	53	36	60	84	6	36	85	93	43	10	84	-0.017021
ZOM	2020-05-22T00:00:00	4	31	33	1	8	22	52	58	88	88	98	89	19	13	66	37	61	85	7	36	86	94	43	10	84	-0.069264
ZOM	2020-05-29T00:00:00	3	30	34	1	5	29	48	99	92	92	99	92	19	11	64	37	61	87	6	38	87	95	55	10	85	-0.265116
ZOM	2020-06-05T00:00:00	4	29	35	1	5	10	6	82	92	92	99	92	19	10	78	37	61	87	7	7	87	95	59	9	85	0.107595
ZOM	2020-06-12T00:00:00	4	29	35	1	6	18	27	34	92	92	99	91	19	11	57	37	61	87	7	20	87	95	47	9	84	0.062857
ZOM	2020-06-19T00:00:00	4	29	35	1	10	15	22	34	91	91	98	92	19	15	94	37	61	87	6	15	86	95	46	9	84	0.021505
ZOM	2020-06-26T00:00:00	5	30	34	1	6	17	60	8	92	92	99	89	19	11	50	37	61	85	7	34	86	94	39	9	83	0.278947
ZOM	2020-07-03T00:00:00	4	29	35	1	8	45	95	99	94	94	99	92	19	12	83	36	61	88	7	76	88	95	39	8	84	-0.308642
ZOM	2020-07-10T00:00:00	4	29	36	1	7	47	95	79	94	94	99	93	19	12	38	36	61	88	7	75	88	95	39	8	84	0
ZOM	2020-07-17T00:00:00	3	28	36	1	5	32	80	94	93	93	99	93	19	7	57	37	61	89	7	59	88	95	42	7	84	-0.029762
ZOM	2020-07-24T00:00:00	3	28	36	1	4	7	13	70	92	92	99	93	19	7	85	37	61	89	7	7	88	95	42	8	84	0.01227
ZOM	2020-07-31T00:00:00	3	28	37	1	12	5	5	86	92	92	96	93	19	13	61	38	61	89	7	3	88	96	46	8	84	-0.042424
ZOM	2020-08-07T00:00:00	2	26	37	1	8	10	32	92	91	91	99	94	19	11	62	42	62	90	4	14	88	96	49	8	85	-0.012658
ZOM	2020-08-14T00:00:00	6	62	10	3	16	13	34	98	92	92	97	84	19	8	57	57	10	92	15	19	88	96	51	7	85	-0.141026
ZOM	2020-08-21T00:00:00	6	62	12	3	11	54	90	92	91	91	98	84	19	6	81	58	10	92	15	76	88	96	54	7	85	-0.029851
ZOM	2020-08-28T00:00:00	6	64	12	3	13	8	3	96	90	90	97	85	19	8	62	63	9	92	15	4	88	96	56	7	85	-0.076923
ZOM	2020-09-04T00:00:00	6	64	10	3	14	9	12	89	87	87	97	85	19	8	74	63	9	92	15	7	88	96	56	7	85	-0.05
ZOM	2020-09-11T00:00:00	6	64	13	3	12	7	6	93	74	74	97	85	19	7	63	63	9	92	15	4	87	96	56	7	85	-0.052632
ZOM	2020-09-18T00:00:00	4	72	17	3	7	8	15	100	91	91	99	89	19	5	94	63	9	93	14	9	88	96	64	7	86	-0.351852
ZOM	2020-09-25T00:00:00	5	65	12	3	12	7	10	34	96	96	97	86	19	7	78	63	9	92	15	6	90	96	47	6	88	0.4
ZOM	2020-10-02T00:00:00	5	66	20	3	4	5	6	67	96	96	99	87	19	2	79	63	9	92	15	4	90	96	44	6	88	-0.020408
ZOM	2020-10-09T00:00:00	4	68	20	3	4	3	2	77	96	96	98	87	19	3	81	63	9	92	15	2	90	96	41	5	88	-0.052083
ZOM	2020-10-16T00:00:00	4	70	22	3	4	4	3	99	96	96	53	88	19	2	88	63	9	93	15	2	90	97	50	5	88	-0.10989
ZOM	2020-10-23T00:00:00	4	70	17	3	7	3	3	98	95	95	53	89	19	5	90	63	9	93	15	2	90	97	52	5	87	-0.061728
ZOM	2020-10-30T00:00:00	4	70	26	3	2	4	5	82	95	95	53	89	19	2	85	64	9	93	15	3	81	78	43	10	79	-0.078947
ZOM	2020-11-06T00:00:00	4	71	14	3	10	4	5	97	94	94	53	89	19	6	85	64	10	93	15	3	85	83	42	8	80	-0.042857
ZOM	2020-11-13T00:00:00	7	80	10	6	16	2	1	11	97	97	88	86	19	7	66	33	8	88	77	1	83	72	24	11	76	0.41791
ZOM	2020-11-20T00:00:00	8	75	22	6	2	4	23	1	97	97	100	84	19	1	39	32	8	86	80	11	93	83	15	4	88	0.526316
ZOM	2020-11-27T00:00:00	8	77	12	6	12	4	12	22	97	97	78	85	20	6	45	32	8	87	79	6	94	54	2	3	81	-0.075862
ZOM	2020-12-04T00:00:00	9	74	7	6	21	3	4	2	97	97	73	83	20	9	16	33	8	85	81	3	95	70	1	3	73	0.291045
ZOM	2020-12-11T00:00:00	8	74	18	6	5	3	3	27	96	96	84	84	20	2	25	33	8	86	81	2	96	57	1	3	94	-0.057803
ZOM	2020-12-18T00:00:00	10	71	14	6	8	4	2	2	96	96	81	81	20	4	13	33	8	84	84	2	83	93	2	7	92	0.269939
ZOM	2020-12-25T00:00:00	10	69	23	6	2	3	11	5	96	96	88	81	20	1	19	32	8	83	85	5	87	91	2	7	90	0.10628
ZOM	2021-01-01T00:00:00	10	70	12	6	10	2	3	8	95	95	78	80	20	5	7	32	8	83	86	2	86	99	3	8	92	0.008734
ZOM	2021-01-08T00:00:00	13	60	11	6	11	5	68	1	98	98	75	72	20	6	1	33	8	78	88	34	77	98	2	12	76	1.095238
ZOM	2021-01-15T00:00:00	15	55	17	6	4	30	91	1	99	99	83	60	20	2	1	33	8	74	89	64	72	99	1	10	91	1.014463
ZOM	2021-01-22T00:00:00	15	55	8	6	14	17	88	12	98	98	70	60	20	7	1	33	8	74	89	54	75	99	2	11	93	-0.019487
ZOM	2021-01-29T00:00:00	15	55	19	6	2	49	97	10	98	98	86	60	20	2	1	33	8	74	89	77	72	97	2	11	91	-0.037657
ZOM	2021-02-05T00:00:00	16	54	19	6	2	41	93	1	99	99	86	50	20	1	1	33	8	70	89	71	51	72	1	15	94	1.076087
ZOM	2021-02-12T00:00:00	17	54	21	6	2	74	99	1	99	99	89	46	20	1	1	34	8	69	89	89	50	49	1	16	90	0.34555
ZOM	2021-02-19T00:00:00	17	54	20	6	3	77	98	21	99	99	88	47	20	2	1	31	8	70	89	90	40	58	1	20	93	-0.11284
ZOM	2021-02-26T00:00:00	20	54	24	14	2	79	97	72	99	99	79	42	70	2	1	58	12	63	49	91	41	50	1	24	91	-0.179825
ZOM	2021-03-05T00:00:00	20	55	11	13	15	97	100	68	99	99	67	42	70	8	1	59	12	63	49	99	43	55	1	24	93	-0.048128
ZOM	2021-03-12T00:00:00	21	55	8	13	21	99	100	6	99	99	67	39	70	10	1	59	12	63	49	100	28	54	1	36	91	0.286517
ZOM	2021-03-19T00:00:00	21	55	24	13	3	99	100	31	99	99	80	40	70	2	1	60	12	63	49	100	28	57	1	35	88	-0.061135
ZOM	2021-03-26T00:00:00	21	54	27	13	2	99	99	96	99	99	82	43	70	2	1	60	12	63	49	100	30	57	1	37	86	-0.213953
ZOM	2021-04-02T00:00:00	22	52	24	13	3	100	100	99	99	99	80	45	70	3	1	60	13	63	49	100	32	61	2	38	87	-0.136095
ZOM	2021-04-09T00:00:00	22	52	13	13	14	100	100	100	99	99	71	48	70	8	12	60	13	63	49	100	36	70	2	43	85	-0.150685
ZOM	2021-04-16T00:00:00	21	53	29	13	2	100	99	100	98	98	45	53	70	3	17	60	13	64	49	100	40	70	1	43	82	-0.314516
ZOM	2021-04-23T00:00:00	22	52	24	13	4	100	80	88	97	97	43	52	70	4	17	60	13	64	49	94	41	68	1	45	83	0.109412
ZOM	2021-04-30T00:00:00	22	52	13	13	17	100	70	39	98	98	38	50	70	10	16	61	13	64	48	89	42	68	2	45	82	0.124072
ZOM	2021-05-07T00:00:00	21	53	28	14	2	100	97	93	98	98	35	53	70	4	32	71	13	64	96	99	38	67	1	48	79	-0.200943
ZOM	2021-05-14T00:00:00	33	41	16	24	4	100	89	97	98	98	65	53	11	4	52	71	7	59	98	97	36	64	2	50	79	-0.120425
ZOM	2021-05-21T00:00:00	33	39	19	25	3	99	23	73	98	98	67	52	11	3	53	71	7	59	98	64	37	64	2	49	79	0.100671
ZOM	2021-05-28T00:00:00	32	40	15	25	5	93	14	38	98	98	61	52	11	5	54	71	8	59	98	54	35	62	1	51	71	0.02439
ZOM	2021-06-04T00:00:00	32	38	14	25	7	86	12	17	98	98	59	51	11	6	55	71	8	59	98	49	19	55	2	73	46	0.082143
ZOM	2021-06-11T00:00:00	31	38	17	25	5	59	11	28	97	97	63	51	11	4	77	72	8	59	98	32	20	57	2	78	46	0.041804
ZOM	2021-06-18T00:00:00	31	38	9	25	13	66	13	55	97	97	53	52	11	9	82	71	8	59	98	36	20	54	3	83	48	-0.063358
ZOM	2021-06-25T00:00:00	30	40	6	26	20	76	12	90	95	95	45	53	11	12	81	71	8	59	98	43	20	50	3	78	46	-0.043968
ZOM	2021-07-02T00:00:00	30	40	25	26	2	58	4	97	95	95	71	54	11	2	83	71	8	59	98	28	22	56	2	80	40	-0.080189
ZOM	2021-07-09T00:00:00	30	41	12	26	10	49	4	97	93	93	56	54	11	7	99	71	8	59	98	24	13	50	2	83	36	-0.055128
ZOM	2021-07-16T00:00:00	29	43	15	26	7	56	4	99	93	93	59	56	11	8	100	71	8	59	98	26	10	57	3	76	39	-0.176391
ZOM	2021-07-23T00:00:00	29	42	19	26	4	56	11	84	93	93	66	55	11	5	100	71	8	59	98	31	8	54	3	77	37	0.034596
ZOM	2021-07-30T00:00:00	28	43	14	25	7	59	48	91	91	91	60	56	10	7	100	71	8	59	98	56	9	44	4	81	34	-0.031847
ZOM	2021-08-06T00:00:00	28	44	15	25	6	58	53	86	90	90	40	57	27	8	100	18	8	58	96	59	12	48	7	86	33	-0.029605
ZOM	2021-08-13T00:00:00	27	48	4	27	4	56	40	99	91	91	55	59	24	5	100	16	7	57	95	49	13	38	7	86	36	-0.19322
ZOM	2021-08-20T00:00:00	29	48	4	27	4	51	13	84	90	90	53	59	24	6	100	16	7	57	95	28	13	42	6	82	36	-0.008403
ZOM	2021-08-27T00:00:00	30	45	4	27	18	46	4	5	98	98	41	56	24	14	100	16	7	57	95	20	16	46	8	81	38	0.338983
ZOM	2021-09-03T00:00:00	29	46	4	27	12	40	3	34	98	98	45	57	25	11	100	16	7	57	95	17	11	44	8	81	38	-0.050633
ZOM	2021-09-10T00:00:00	29	45	4	27	3	29	1	21	98	98	57	57	25	4	100	16	7	57	95	12	10	46	5	83	37	-0.006667
ZOM	2021-09-17T00:00:00	29	47	4	27	8	32	4	97	97	97	49	58	25	9	100	16	7	57	95	16	15	42	12	78	68	-0.120805
ZOM	2021-09-24T00:00:00	29	48	4	27	14	30	6	79	97	97	43	58	25	13	100	16	7	57	95	16	22	30	28	76	54	-0.01145
ZOM	2021-10-01T00:00:00	29	46	4	27	9	31	6	16	97	97	48	57	25	10	100	16	7	57	95	16	26	40	29	76	48	0.098456
ZOM	2021-10-08T00:00:00	29	48	4	27	21	26	2	86	97	97	40	58	25	15	100	16	7	57	95	12	21	38	24	70	49	-0.101933
ZOM	2021-10-15T00:00:00	28	47	4	27	6	30	5	90	96	96	66	59	25	8	100	16	7	57	95	16	47	60	57	52	40	-0.019569
ZOM	2021-10-22T00:00:00	28	47	4	27	6	37	76	87	95	95	65	59	25	8	100	16	7	57	95	58	73	75	72	56	69	-0.003992
ZOM	2021-10-29T00:00:00	28	48	4	27	25	33	54	45	94	94	49	58	25	25	100	17	7	57	95	42	75	76	72	49	58	0.022044

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