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 ⌀
ZS	2018-10-05T00:00:00	27	25	6	81	9	87	68	94	79	79	78	26	6	50	53	67	26	88	20	81	44	38	70	31	60	-0.091712
ZS	2018-10-12T00:00:00	28	25	28	81	9	94	90	64	77	77	100	26	6	6	53	67	26	88	20	94	44	38	70	31	60	-0.019978
ZS	2018-10-19T00:00:00	28	25	25	81	9	97	97	77	75	75	98	26	6	10	53	67	26	88	20	98	44	38	70	31	60	-0.01708
ZS	2018-10-26T00:00:00	28	25	19	81	9	93	89	71	72	72	92	26	6	21	53	67	26	88	20	93	44	38	70	31	60	-0.054092
ZS	2018-11-02T00:00:00	28	25	27	79	9	97	98	6	82	82	99	24	6	7	53	67	27	87	20	98	44	38	70	31	60	0.168
ZS	2018-11-09T00:00:00	27	25	24	79	9	91	67	8	80	80	98	24	6	11	53	67	26	87	20	83	44	38	70	31	60	0.032725
ZS	2018-11-16T00:00:00	27	25	11	79	9	69	26	56	79	79	90	25	6	36	53	67	27	88	20	46	44	38	70	31	60	-0.075166
ZS	2018-11-23T00:00:00	27	25	28	79	4	78	38	90	80	80	100	26	6	5	53	67	26	88	20	61	37	17	17	74	26	-0.10093
ZS	2018-11-30T00:00:00	27	25	19	79	9	34	16	12	86	86	96	24	6	9	53	67	26	87	20	21	35	16	34	75	30	0.159823
ZS	2018-12-07T00:00:00	27	25	28	69	3	57	30	3	85	85	81	23	6	3	53	67	32	89	20	42	46	18	29	55	46	0.028782
ZS	2018-12-14T00:00:00	27	25	11	70	17	49	25	2	82	82	47	22	6	8	53	67	32	89	20	35	46	31	24	44	50	0.051498
ZS	2018-12-21T00:00:00	27	25	24	70	5	41	24	69	86	86	74	24	6	4	53	67	32	89	20	30	45	27	29	57	61	-0.176831
ZS	2018-12-28T00:00:00	27	25	26	70	4	92	89	5	86	86	77	22	6	3	53	67	32	89	20	93	45	24	34	58	52	0.138444
ZS	2019-01-04T00:00:00	27	25	15	70	12	94	92	19	82	82	59	22	6	7	53	67	32	89	20	95	47	24	38	52	60	0.049497
ZS	2019-01-11T00:00:00	27	25	13	70	13	73	61	7	79	79	61	21	6	6	53	67	32	89	20	70	46	26	41	49	59	0.082116
ZS	2019-01-18T00:00:00	27	25	10	70	18	37	23	35	78	78	61	22	6	8	53	67	32	89	20	27	48	23	38	48	62	0.003319
ZS	2019-01-25T00:00:00	27	25	19	70	7	90	89	28	77	77	64	22	6	4	53	67	32	89	20	92	44	17	37	51	58	0.011907
ZS	2019-02-01T00:00:00	27	25	11	70	16	96	94	13	75	75	61	21	6	7	53	67	32	89	20	97	44	17	39	42	71	0.052953
ZS	2019-02-08T00:00:00	27	25	19	70	8	99	97	23	72	72	64	21	6	6	53	67	32	89	20	99	40	17	39	44	79	0.002897
ZS	2019-02-15T00:00:00	28	25	13	70	12	78	48	27	70	70	14	21	6	8	53	67	32	89	20	64	38	5	84	39	48	0.034049
ZS	2019-02-22T00:00:00	28	25	29	69	3	97	95	58	69	69	50	21	6	3	53	67	32	89	20	98	39	6	83	37	52	-0.006586
ZS	2019-03-01T00:00:00	30	24	7	66	23	98	96	2	77	77	3	19	6	13	53	67	32	88	20	99	52	8	81	55	73	0.216754
ZS	2019-03-08T00:00:00	33	25	20	73	7	99	97	6	75	75	70	18	6	6	53	67	30	88	20	99	55	8	77	54	72	-0.000495
ZS	2019-03-15T00:00:00	33	25	19	72	7	98	92	3	75	75	69	17	6	7	7	67	31	88	20	97	59	6	71	58	67	0.109845
ZS	2019-03-22T00:00:00	33	25	9	72	21	98	86	13	76	76	46	17	6	12	6	67	30	88	20	96	58	8	71	58	66	-0.017562
ZS	2019-03-29T00:00:00	33	25	20	71	7	99	95	3	75	75	71	17	6	8	10	67	30	87	20	98	58	8	70	58	70	0.074534
ZS	2019-04-05T00:00:00	33	25	25	70	4	98	89	85	81	81	80	18	6	5	36	67	30	87	20	96	62	9	70	51	71	-0.109827
ZS	2019-04-12T00:00:00	33	25	20	70	7	96	86	34	80	80	74	18	6	6	50	67	30	87	20	94	59	10	69	54	69	0.055432
ZS	2019-04-19T00:00:00	33	25	7	70	22	95	67	83	81	81	69	18	6	11	34	67	30	87	20	86	61	11	70	53	69	-0.058673
ZS	2019-04-26T00:00:00	33	25	12	72	13	100	99	17	81	81	71	18	6	9	33	67	30	87	20	100	58	10	72	54	71	0.067113
ZS	2019-05-03T00:00:00	33	25	20	76	6	100	99	37	79	79	75	18	6	5	46	67	29	87	20	100	64	12	75	56	74	0.006872
ZS	2019-05-10T00:00:00	32	25	5	82	23	100	98	6	74	74	93	16	6	13	47	67	27	87	20	100	70	14	83	51	80	0.091246
ZS	2019-05-17T00:00:00	32	25	14	83	8	99	97	2	76	76	98	16	6	8	52	67	26	87	20	99	67	18	93	41	69	0.071244
ZS	2019-05-24T00:00:00	32	25	15	83	7	100	98	38	77	77	99	16	6	8	45	67	25	87	20	100	59	16	92	48	50	-0.063841
ZS	2019-05-31T00:00:00	32	25	14	83	8	98	55	68	79	79	99	17	6	8	43	67	25	88	20	82	54	17	95	55	53	-0.06955
ZS	2019-06-07T00:00:00	28	25	10	81	11	99	79	15	79	79	63	16	6	9	24	67	26	89	20	93	51	19	96	55	48	0.100248
ZS	2019-06-14T00:00:00	28	25	14	82	7	97	44	7	76	76	74	16	6	7	30	67	26	88	20	74	52	19	96	59	46	0.028605
ZS	2019-06-21T00:00:00	28	25	16	82	6	99	78	35	74	74	78	16	6	6	30	67	26	89	20	92	52	18	97	50	51	-0.005536
ZS	2019-06-28T00:00:00	28	25	20	82	3	98	75	67	71	71	87	16	6	5	56	67	26	88	20	90	55	17	98	52	45	-0.007768
ZS	2019-07-05T00:00:00	28	25	8	82	15	100	94	6	73	73	53	15	6	11	49	67	26	88	20	98	58	19	97	51	42	0.083768
ZS	2019-07-12T00:00:00	28	25	13	82	7	100	99	25	72	72	72	16	6	7	53	67	26	88	20	100	64	24	98	47	34	-0.014327
ZS	2019-07-19T00:00:00	28	25	10	82	10	99	93	13	70	70	66	16	6	7	50	67	26	88	20	98	65	25	98	46	37	0.009894
ZS	2019-07-26T00:00:00	28	25	17	81	5	98	62	7	70	70	77	15	6	5	52	67	26	88	20	83	66	40	97	45	36	0.066884
ZS	2019-08-02T00:00:00	28	25	8	79	14	99	94	46	68	68	58	15	6	9	77	67	26	88	20	97	68	52	95	49	49	-0.053622
ZS	2019-08-09T00:00:00	27	25	5	77	20	99	96	18	63	63	2	15	6	26	77	67	27	88	20	99	82	64	82	48	44	0.020364
ZS	2019-08-16T00:00:00	27	25	16	77	6	99	85	68	61	61	16	15	6	21	76	67	27	88	20	94	74	58	81	62	42	-0.050129
ZS	2019-08-23T00:00:00	27	25	9	77	13	98	62	93	69	69	7	17	6	25	82	67	27	88	20	85	87	40	65	64	46	-0.119021
ZS	2019-08-30T00:00:00	27	25	16	77	6	99	95	95	68	68	17	17	6	21	96	67	27	88	20	98	92	56	69	60	42	-0.035634
ZS	2019-09-06T00:00:00	27	25	17	77	5	99	89	98	68	68	17	18	6	20	96	67	27	88	20	96	94	59	65	66	49	-0.068228
ZS	2019-09-13T00:00:00	27	26	21	77	3	99	92	100	80	80	25	22	6	18	100	67	27	90	20	98	95	84	71	14	46	-0.258704
ZS	2019-09-20T00:00:00	31	27	7	82	17	99	96	88	82	82	42	21	6	25	100	67	27	88	20	99	95	84	76	11	43	0.083614
ZS	2019-09-27T00:00:00	31	27	10	82	12	98	79	96	81	81	49	21	6	23	100	67	27	88	20	92	92	84	79	14	45	-0.086686
ZS	2019-10-04T00:00:00	31	26	15	82	6	98	88	34	80	80	64	21	6	19	100	67	27	88	20	95	94	86	74	14	64	0.047244
ZS	2019-10-11T00:00:00	31	27	18	82	4	96	55	81	79	79	64	21	6	17	100	67	27	88	20	78	94	88	75	12	66	-0.02215
ZS	2019-10-18T00:00:00	31	27	11	82	10	74	21	97	79	79	59	23	6	21	100	67	27	89	20	47	96	92	83	10	93	-0.109726
ZS	2019-10-25T00:00:00	31	27	8	81	14	72	11	88	79	79	57	23	6	23	100	67	27	89	20	40	96	91	82	10	92	0.000467
ZS	2019-11-01T00:00:00	31	27	24	80	2	60	7	53	79	79	69	22	6	12	100	67	27	89	20	30	96	85	84	9	92	0.04993
ZS	2019-11-08T00:00:00	32	27	23	79	2	29	2	67	76	76	100	23	6	17	100	67	27	89	20	11	98	91	76	6	90	-0.024444
ZS	2019-11-15T00:00:00	32	27	10	78	10	34	3	24	76	76	92	22	6	25	100	67	27	89	20	14	98	91	80	6	92	0.043964
ZS	2019-11-22T00:00:00	32	27	9	78	11	30	3	25	70	70	92	22	6	25	100	67	27	89	20	14	96	92	85	4	93	0.010692
ZS	2019-11-29T00:00:00	32	26	20	78	2	34	9	4	74	74	100	21	6	18	99	67	27	88	20	19	95	91	84	5	95	0.125432
ZS	2019-12-06T00:00:00	27	27	15	83	18	32	13	75	76	76	39	22	6	26	99	67	47	91	20	20	92	92	83	4	96	-0.104163
ZS	2019-12-13T00:00:00	27	27	17	83	13	25	4	80	74	74	46	22	6	24	94	67	46	91	20	12	91	92	80	4	97	-0.015418
ZS	2019-12-20T00:00:00	27	27	30	83	1	25	7	30	74	74	84	22	6	14	97	67	47	90	20	13	92	89	81	4	98	0.068508
ZS	2019-12-27T00:00:00	27	27	16	83	16	27	13	70	72	72	42	22	6	26	93	67	47	90	20	17	93	89	81	4	98	-0.030938
ZS	2020-01-03T00:00:00	27	27	16	83	16	24	16	64	72	72	49	22	6	24	96	67	47	91	20	16	93	89	79	4	98	-0.004831
ZS	2020-01-10T00:00:00	27	27	23	83	6	23	43	8	76	76	67	20	6	15	74	67	47	90	20	30	92	85	91	4	98	0.160827
ZS	2020-01-17T00:00:00	27	27	27	83	3	24	52	6	75	75	68	20	6	12	70	67	47	89	20	35	80	79	80	4	96	0.080545
ZS	2020-01-24T00:00:00	27	27	17	83	14	33	84	17	75	75	64	20	6	19	62	67	47	89	20	60	74	72	76	6	97	-0.027427
ZS	2020-01-31T00:00:00	27	27	14	83	20	25	31	39	74	74	62	20	6	21	66	67	46	89	20	23	73	75	74	5	98	-0.029585
ZS	2020-02-07T00:00:00	27	27	19	83	10	23	21	16	72	72	64	19	6	21	59	67	46	89	20	18	77	79	77	5	99	0.051346
ZS	2020-02-14T00:00:00	27	27	22	83	6	26	65	8	69	69	67	19	6	19	31	67	46	89	20	43	78	77	70	5	99	0.053247
ZS	2020-02-21T00:00:00	27	27	30	83	2	23	36	90	75	75	52	21	6	13	44	67	46	90	20	24	79	54	69	7	99	-0.122364
ZS	2020-02-28T00:00:00	27	27	30	82	2	22	29	46	70	70	47	20	6	15	31	67	46	89	20	20	88	78	78	3	99	-0.04623
ZS	2020-03-06T00:00:00	25	27	23	42	8	47	92	68	68	68	16	20	6	20	26	67	48	91	20	74	86	71	77	5	96	-0.05001
ZS	2020-03-13T00:00:00	25	27	19	42	12	60	94	49	60	60	10	21	6	24	10	67	48	91	20	82	82	75	83	11	82	-0.151853
ZS	2020-03-20T00:00:00	26	26	27	42	3	55	93	2	70	70	28	16	6	18	4	40	48	89	17	78	97	97	100	3	99	0.280497
ZS	2020-03-27T00:00:00	26	26	24	42	5	51	90	5	59	59	20	16	6	21	4	40	48	89	18	74	97	97	100	6	97	0.093028
ZS	2020-04-03T00:00:00	26	25	18	41	16	64	93	2	57	57	5	14	6	26	3	40	48	88	19	82	96	98	100	8	96	0.081358
ZS	2020-04-10T00:00:00	26	26	24	41	6	70	94	66	45	45	24	16	6	18	4	40	48	89	18	85	97	98	100	7	96	-0.012776
ZS	2020-04-17T00:00:00	26	26	20	41	12	37	33	15	45	45	11	15	6	20	4	40	48	89	19	33	96	98	100	6	96	0.086436
ZS	2020-04-24T00:00:00	26	26	26	42	5	53	61	38	43	43	34	15	6	16	4	38	48	89	19	58	96	98	100	6	96	-0.007353
ZS	2020-05-01T00:00:00	27	25	24	44	7	48	47	57	40	40	26	15	6	17	5	37	48	89	18	48	96	98	100	6	96	-0.00963
ZS	2020-05-08T00:00:00	30	25	32	51	2	52	50	22	41	41	48	15	6	13	4	36	49	89	19	51	95	97	100	6	96	0.107255
ZS	2020-05-15T00:00:00	32	24	24	54	8	90	98	14	39	39	16	15	6	23	4	38	50	89	20	95	95	96	100	6	96	0.032018
ZS	2020-05-22T00:00:00	32	25	23	55	9	90	98	38	35	35	15	15	6	28	4	38	50	89	20	97	93	94	100	11	96	0.0072
ZS	2020-05-29T00:00:00	33	24	19	55	16	93	99	3	50	50	6	13	6	32	2	39	50	88	22	97	92	86	98	12	95	0.27489
ZS	2020-06-05T00:00:00	37	24	22	83	13	90	93	38	48	48	65	13	6	27	2	67	50	88	9	95	92	86	99	10	95	0.012438
ZS	2020-06-12T00:00:00	38	24	32	83	4	91	95	7	45	45	91	13	6	19	2	68	50	88	9	95	91	85	98	10	95	0.03182
ZS	2020-06-19T00:00:00	39	24	33	84	3	91	89	14	47	47	92	13	6	19	5	68	50	88	10	93	91	85	99	11	95	0.05953
ZS	2020-06-26T00:00:00	39	24	30	84	5	92	70	17	48	48	87	12	6	21	5	68	50	88	10	88	90	82	98	12	93	-0.023671
ZS	2020-07-03T00:00:00	40	24	22	84	14	95	88	16	47	47	64	12	6	27	6	87	50	88	10	94	91	81	98	12	93	0.039717
ZS	2020-07-10T00:00:00	40	24	20	84	19	95	89	6	50	50	56	11	6	27	4	87	50	88	11	94	90	78	97	12	92	0.138644
ZS	2020-07-17T00:00:00	40	24	33	84	3	95	80	38	53	53	90	12	6	15	6	87	50	88	10	91	90	79	96	12	93	-0.041278
ZS	2020-07-24T00:00:00	40	24	24	83	12	99	98	26	53	53	72	12	6	22	6	87	50	88	11	99	91	80	96	12	93	0.01172
ZS	2020-07-31T00:00:00	40	24	29	80	6	99	91	15	52	52	82	11	6	19	6	87	50	88	11	98	90	78	95	12	93	0.066793
ZS	2020-08-07T00:00:00	38	24	27	77	8	99	96	60	42	42	99	12	6	26	6	87	51	88	11	99	90	82	97	12	93	-0.030805
ZS	2020-08-14T00:00:00	39	24	29	75	7	98	94	72	45	45	99	12	6	28	9	87	51	88	10	97	90	81	97	14	92	-0.02352
ZS	2020-08-21T00:00:00	39	24	18	75	25	98	92	13	50	50	95	11	6	37	6	88	51	88	10	96	90	77	98	13	92	0.100334
ZS	2020-08-28T00:00:00	39	23	21	75	19	97	92	9	49	49	97	11	6	35	16	88	51	88	11	96	90	77	98	13	92	0.043707

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