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 ⌀
ZY	2022-07-15T00:00:00	6	48	44	16	12	1	5	2	91	91	78	61	50	17	5	50	51	86	50	2	80	56	12	70	72	0.158824
ZY	2022-07-22T00:00:00	6	48	44	16	13	2	12	6	91	91	77	61	50	35	5	50	51	86	50	6	79	55	14	76	70	0.015228
ZY	2022-07-29T00:00:00	7	46	43	16	30	3	37	1	90	90	59	59	50	45	4	50	51	85	50	18	75	52	5	83	76	0.235
ZY	2022-08-05T00:00:00	7	42	43	16	9	4	42	5	89	89	79	58	50	34	6	50	50	85	50	21	69	41	8	85	79	0.101215
ZY	2022-08-12T00:00:00	7	39	42	16	9	5	49	2	88	88	79	56	50	36	3	50	50	85	50	24	71	37	10	83	79	0.1875
ZY	2022-08-19T00:00:00	2	35	45	10	15	5	47	76	90	90	52	61	50	35	4	50	34	90	50	22	79	46	19	77	76	-0.216718
ZY	2022-08-26T00:00:00	2	36	45	10	31	4	13	74	90	90	49	61	50	42	4	50	34	90	50	7	77	48	19	76	79	-0.027668
ZY	2022-09-02T00:00:00	2	36	45	11	11	10	90	85	90	90	24	62	50	33	3	50	34	90	50	47	77	52	19	76	75	-0.105691
ZY	2022-09-09T00:00:00	3	33	45	11	16	19	94	6	90	90	17	60	50	37	2	50	34	90	50	56	72	38	20	76	66	0.195455
ZY	2022-09-16T00:00:00	3	32	44	11	9	20	95	8	88	88	30	59	50	31	1	50	34	89	50	56	70	31	22	72	64	0.011407
ZY	2022-09-23T00:00:00	3	31	44	11	4	34	100	42	87	87	47	59	50	26	1	50	34	89	50	73	69	32	23	72	66	-0.075188
ZY	2022-09-30T00:00:00	3	28	43	11	5	39	100	2	85	85	47	57	50	27	1	50	34	88	50	75	73	33	37	56	68	0.130081
ZY	2022-10-07T00:00:00	3	30	43	11	12	48	100	12	83	83	26	57	50	34	1	50	34	88	50	79	71	35	35	53	68	0
ZY	2022-10-14T00:00:00	3	34	44	11	8	36	65	75	84	84	40	60	50	30	1	50	34	89	50	49	67	31	37	44	59	-0.154676
ZY	2022-10-21T00:00:00	3	33	44	11	14	38	62	70	83	83	24	59	50	35	1	50	33	88	50	48	68	26	31	45	56	0.034043
ZYME	2017-05-05T00:00:00	9	16	14	11	17	62	53	53	69	69	23	66	34	19	58	28	19	79	24	60	61	65	38	25	49	0.003846
ZYME	2017-05-12T00:00:00	9	16	14	12	17	62	53	51	69	69	25	66	34	11	58	28	19	79	24	59	61	65	38	25	49	-0.003831
ZYME	2017-05-19T00:00:00	9	16	15	12	17	62	53	36	1	1	11	66	34	28	58	28	19	80	24	60	61	65	38	25	49	0.003077
ZYME	2017-05-26T00:00:00	9	16	15	12	17	62	53	84	14	14	15	66	34	21	58	28	20	80	24	60	61	65	38	25	49	-0.034509
ZYME	2017-06-02T00:00:00	8	16	15	12	17	62	53	100	82	82	25	69	34	8	58	28	20	81	24	58	61	65	38	25	49	-0.167593
ZYME	2017-06-09T00:00:00	7	15	15	12	17	62	53	100	78	78	14	70	34	21	58	28	20	81	24	58	61	65	38	25	49	-0.104962
ZYME	2017-06-16T00:00:00	7	15	15	12	17	62	53	87	79	79	17	70	34	19	58	28	20	81	24	59	61	65	38	25	49	0.013859
ZYME	2017-06-23T00:00:00	7	15	15	12	17	62	53	98	74	74	7	71	34	36	58	28	20	82	24	59	61	65	38	25	49	-0.079916
ZYME	2017-06-30T00:00:00	6	15	15	12	17	39	45	98	68	68	21	72	34	13	58	28	20	82	24	40	61	65	38	25	49	-0.045714
ZYME	2017-07-07T00:00:00	7	15	15	12	17	40	48	88	69	69	19	72	34	16	58	28	20	82	24	42	61	65	38	25	49	0.00479
ZYME	2017-07-14T00:00:00	6	15	15	12	17	47	60	96	67	67	1	72	34	53	58	28	20	82	24	54	61	65	38	25	49	-0.031228
ZYME	2017-07-21T00:00:00	7	15	15	12	17	30	23	93	66	66	1	72	34	53	58	28	20	83	24	24	61	65	38	25	49	-0.02436
ZYME	2017-07-28T00:00:00	6	15	15	12	17	10	2	97	65	65	24	74	34	15	58	28	20	83	24	4	61	65	38	25	49	-0.087011
ZYME	2017-08-04T00:00:00	6	15	15	11	17	7	2	95	61	61	2	74	34	46	58	28	19	83	24	3	61	65	38	25	49	-0.059392
ZYME	2017-08-11T00:00:00	7	16	15	11	17	10	4	51	64	64	29	73	34	4	58	28	19	83	24	5	61	65	38	25	49	0.041116
ZYME	2017-08-18T00:00:00	7	15	15	11	17	7	2	17	65	65	15	73	34	21	58	28	19	83	24	3	61	65	38	25	49	0.042313
ZYME	2017-08-25T00:00:00	7	15	15	11	17	6	2	48	63	63	15	73	34	21	58	28	19	83	24	3	61	65	38	25	49	-0.013532
ZYME	2017-09-01T00:00:00	7	15	15	11	17	7	4	5	76	76	16	72	34	22	58	28	19	83	24	4	61	65	38	25	49	0.1262
ZYME	2017-09-08T00:00:00	7	15	15	11	17	7	4	8	74	74	34	72	34	2	58	28	19	83	24	4	61	65	38	25	49	0.013398
ZYME	2017-09-15T00:00:00	7	15	15	11	17	7	5	76	75	75	25	73	34	9	58	28	19	83	24	4	61	65	38	25	49	-0.080529
ZYME	2017-09-22T00:00:00	7	15	15	11	17	5	3	44	74	74	7	72	34	34	58	28	19	83	24	3	61	65	38	25	49	0.044444
ZYME	2017-09-29T00:00:00	7	15	15	11	17	5	4	66	73	73	32	73	34	5	58	28	19	83	24	3	61	65	38	25	49	-0.001252
ZYME	2017-10-06T00:00:00	7	15	15	12	17	10	19	5	75	75	64	72	34	34	58	28	19	83	24	12	61	65	38	25	49	0.102757
ZYME	2017-10-13T00:00:00	7	15	15	11	17	14	44	12	73	73	64	72	34	8	58	28	19	83	24	26	61	65	38	25	49	0.011591
ZYME	2017-10-20T00:00:00	7	15	15	12	17	12	32	14	72	72	64	71	34	11	58	28	19	82	24	20	61	65	38	25	49	0.011009
ZYME	2017-10-27T00:00:00	7	16	15	12	17	34	80	79	75	75	64	72	34	32	58	28	19	83	24	59	61	65	38	25	49	-0.076667
ZYME	2017-11-03T00:00:00	7	16	16	12	17	46	82	85	73	73	64	72	34	46	58	28	19	83	24	67	61	65	38	25	49	-0.037304
ZYME	2017-11-10T00:00:00	6	16	15	11	17	13	25	97	76	76	64	74	34	46	58	28	19	83	24	14	61	65	38	25	49	-0.14125
ZYME	2017-11-17T00:00:00	6	16	15	11	17	21	57	51	80	80	64	73	34	18	58	28	19	83	24	36	61	65	38	25	49	0.106259
ZYME	2017-11-24T00:00:00	6	16	15	11	17	19	41	19	80	80	64	73	34	48	58	28	19	83	24	25	61	65	38	25	49	0.076316
ZYME	2017-12-01T00:00:00	6	16	15	11	17	66	86	57	79	79	64	73	34	15	58	28	19	83	24	80	61	65	38	25	49	-0.036675
ZYME	2017-12-08T00:00:00	6	16	15	11	17	71	87	5	81	81	64	72	34	23	58	28	19	82	24	83	61	65	38	25	49	0.107868
ZYME	2017-12-15T00:00:00	6	15	15	11	17	73	86	93	84	84	64	74	34	2	58	28	19	83	24	83	61	65	38	25	49	-0.127148
ZYME	2017-12-22T00:00:00	6	15	15	11	17	29	37	81	82	82	64	74	34	26	58	28	19	83	24	30	61	65	38	25	49	-0.015748
ZYME	2017-12-29T00:00:00	6	15	15	11	17	22	24	75	81	81	64	74	34	41	58	28	19	83	24	21	61	65	38	25	49	0.0124
ZYME	2018-01-05T00:00:00	6	15	15	11	98	9	8	12	82	82	64	73	34	62	58	28	19	83	24	7	97	47	40	30	64	0.106282
ZYME	2018-01-12T00:00:00	6	15	15	11	24	17	28	4	83	83	64	71	34	68	58	28	19	83	24	20	98	55	31	31	74	0.13
ZYME	2018-01-19T00:00:00	7	15	15	11	22	31	70	3	81	81	64	70	34	63	58	28	19	82	24	51	97	57	32	40	67	0.082596
ZYME	2018-01-26T00:00:00	8	16	15	11	51	20	35	1	89	89	64	67	34	80	58	28	19	81	24	24	97	71	19	53	97	0.274815
ZYME	2018-02-02T00:00:00	8	16	15	11	23	70	91	5	89	89	64	67	34	66	58	28	19	81	24	85	97	78	11	55	98	-0.016794
ZYME	2018-02-09T00:00:00	8	16	15	11	26	16	12	47	91	91	64	68	34	70	58	28	19	81	24	12	42	81	11	50	97	-0.114907
ZYME	2018-02-16T00:00:00	7	15	15	11	31	15	18	89	92	92	64	70	34	73	58	28	19	82	24	13	61	93	18	34	100	-0.155263
ZYME	2018-02-23T00:00:00	7	15	16	11	40	16	20	56	91	91	64	70	34	77	58	28	19	82	24	14	57	93	17	40	100	0.086189
ZYME	2018-03-02T00:00:00	7	15	16	11	47	58	78	85	91	91	64	70	34	79	58	28	19	82	24	71	56	96	16	45	100	-0.049713
ZYME	2018-03-09T00:00:00	7	15	16	11	22	69	95	48	90	90	64	70	34	62	58	28	19	82	24	86	55	94	11	49	100	0.040141
ZYME	2018-03-16T00:00:00	100	54	3	100	22	77	96	12	91	91	98	68	34	29	58	28	8	100	24	90	59	92	15	36	97	0.147113
ZYME	2018-03-23T00:00:00	100	52	3	100	22	87	100	6	89	89	98	68	34	29	58	28	9	99	24	96	64	94	10	36	98	0.010961
ZYME	2018-03-30T00:00:00	100	53	2	100	31	90	100	10	89	89	93	67	34	29	58	28	9	100	24	97	62	92	9	36	98	0.002502
ZYME	2018-04-06T00:00:00	100	54	4	100	21	93	94	66	85	85	99	68	34	29	58	28	9	100	24	96	61	91	14	48	98	-0.048253
ZYME	2018-04-13T00:00:00	100	52	1	100	35	65	37	17	84	84	85	67	34	27	58	28	9	100	24	51	60	93	18	46	98	0.062063
ZYME	2018-04-20T00:00:00	100	53	5	100	21	85	56	51	83	83	100	68	34	27	58	28	9	100	24	74	59	93	24	46	98	-0.013992
ZYME	2018-04-27T00:00:00	100	45	2	100	23	79	35	1	93	93	94	64	34	27	1	28	9	99	24	58	64	98	4	40	98	0.341402
ZYME	2018-05-04T00:00:00	7	41	3	6	33	82	34	9	93	93	59	64	34	14	3	28	14	85	24	60	62	98	4	39	99	-0.0056
ZYME	2018-05-11T00:00:00	6	41	3	6	30	96	87	23	92	92	60	64	34	15	2	28	14	86	24	94	64	99	4	38	99	-0.009387
ZYME	2018-05-18T00:00:00	6	40	2	6	45	97	94	10	92	92	39	64	34	19	1	28	15	86	24	97	63	99	3	36	99	0.074542
ZYME	2018-05-25T00:00:00	7	37	4	6	21	98	97	1	92	92	68	61	34	14	2	28	15	84	24	99	59	99	2	29	99	0.191652
ZYME	2018-06-01T00:00:00	8	36	4	6	20	96	75	2	92	92	69	60	34	15	2	28	15	84	24	90	60	99	2	28	99	0.078441
ZYME	2018-06-08T00:00:00	6	39	4	6	21	97	94	79	94	94	58	63	34	15	4	28	15	85	24	98	67	99	5	25	98	-0.18161
ZYME	2018-06-15T00:00:00	6	41	3	6	21	96	80	92	94	94	60	64	34	16	5	28	15	86	24	91	69	99	5	23	99	-0.05981
ZYME	2018-06-22T00:00:00	6	42	3	6	20	100	100	93	93	93	61	65	34	15	17	28	15	86	24	100	68	98	6	23	99	-0.045779
ZYME	2018-06-29T00:00:00	6	43	6	6	12	100	100	96	91	91	92	66	34	10	43	28	15	86	24	100	67	96	6	25	99	-0.079128
ZYME	2018-07-06T00:00:00	6	43	2	7	41	99	96	89	89	89	38	66	34	19	42	28	15	86	24	98	68	95	5	25	99	0.018268
ZYME	2018-07-13T00:00:00	6	44	3	7	30	100	97	85	88	88	53	66	34	15	64	28	15	86	24	99	67	95	5	24	99	-0.007973
ZYME	2018-07-20T00:00:00	5	46	4	6	18	100	100	98	89	89	74	68	34	11	68	28	15	87	24	100	75	95	9	27	98	-0.116544
ZYME	2018-07-27T00:00:00	5	48	4	6	25	100	100	95	88	88	65	68	34	13	95	28	15	87	24	100	75	94	9	29	97	-0.055345
ZYME	2018-08-03T00:00:00	22	54	2	68	34	98	50	46	87	87	85	63	34	5	92	28	9	100	24	78	75	95	10	30	97	0.080257
ZYME	2018-08-10T00:00:00	22	52	4	66	13	95	34	17	85	85	87	63	34	2	87	28	9	100	24	68	75	94	8	30	97	0.052749
ZYME	2018-08-17T00:00:00	22	52	5	66	11	91	25	27	81	81	81	63	34	2	77	28	9	100	24	60	75	94	12	29	96	0.000706
ZYME	2018-08-24T00:00:00	22	52	5	66	11	81	16	80	80	80	80	63	34	2	92	28	9	100	24	47	74	89	20	27	94	-0.027504
ZYME	2018-08-31T00:00:00	22	53	3	66	23	80	16	42	79	79	64	63	34	4	83	28	9	100	24	47	74	88	18	30	95	0.018854
ZYME	2018-09-07T00:00:00	22	52	1	65	54	79	17	11	77	77	37	63	34	10	78	28	9	100	24	47	75	88	16	31	95	0.027046
ZYME	2018-09-14T00:00:00	22	51	6	65	11	50	11	15	76	76	82	62	34	2	95	28	9	100	24	27	76	90	10	26	96	0.015939
ZYME	2018-09-21T00:00:00	23	49	4	65	13	42	9	3	81	81	75	61	34	2	90	28	9	100	24	22	75	92	16	35	96	0.128922
ZYME	2018-09-28T00:00:00	22	50	2	65	44	56	28	32	79	79	47	61	34	8	97	28	9	100	24	38	76	93	16	30	97	-0.05136
ZYME	2018-10-05T00:00:00	22	52	5	65	12	71	53	84	83	83	99	63	34	2	95	28	9	100	24	65	78	93	22	18	85	-0.120382
ZYME	2018-10-12T00:00:00	22	52	3	65	24	70	54	78	81	81	91	63	34	5	95	28	9	100	24	64	76	92	22	13	84	-0.041274
ZYME	2018-10-19T00:00:00	22	52	5	66	12	59	27	87	80	80	98	63	34	2	94	28	9	100	24	41	95	94	22	6	85	-0.037009
ZYME	2018-10-26T00:00:00	22	52	1	66	53	63	48	34	78	78	70	62	34	9	97	28	9	100	24	57	86	88	22	10	34	0.021176
ZYME	2018-11-02T00:00:00	23	52	2	64	41	76	75	30	76	76	84	62	34	7	99	28	9	100	24	79	89	89	23	8	35	0.052227
ZYME	2018-11-09T00:00:00	12	49	4	14	11	79	73	32	73	73	77	62	34	2	99	28	13	80	24	79	91	88	24	9	36	0.008029
ZYME	2018-11-16T00:00:00	12	51	3	13	24	95	91	77	74	74	64	63	34	7	98	28	13	81	24	96	91	83	30	10	40	-0.071687
ZYME	2018-11-23T00:00:00	11	52	4	13	12	89	82	93	77	77	78	64	34	4	98	28	13	81	24	89	87	86	27	23	73	-0.099064
ZYME	2018-11-30T00:00:00	12	51	2	13	32	52	24	27	79	79	56	63	34	8	97	28	13	81	24	35	76	78	48	27	68	0.114286
ZYME	2018-12-07T00:00:00	12	49	2	13	26	49	27	9	78	78	61	62	34	7	97	28	13	80	24	35	81	79	46	20	79	0.020979
ZYME	2018-12-14T00:00:00	12	46	2	13	36	44	18	2	76	76	50	61	34	8	97	28	13	79	24	28	82	87	38	15	76	0.073059

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