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 ⌀
ZWS	2013-03-29T00:00:00	46	16	99	38	57	29	20	78	46	46	38	25	78	21	75	60	40	8	70	21	72	82	72	56	91	-0.034565
ZWS	2013-04-05T00:00:00	47	16	99	38	61	37	33	85	49	49	40	26	78	30	44	60	40	4	70	32	66	70	76	57	85	-0.058911
ZWS	2013-04-12T00:00:00	48	17	99	38	19	38	39	95	50	50	34	26	78	27	45	60	40	52	70	37	50	41	72	90	83	-0.046053
ZWS	2013-04-19T00:00:00	48	18	99	38	64	43	51	92	50	50	1	27	78	27	58	60	40	3	70	45	37	31	70	90	84	-0.058772
ZWS	2013-04-26T00:00:00	48	17	99	39	11	41	43	87	48	48	53	27	78	27	69	60	40	68	70	40	36	31	70	89	85	0.00892
ZWS	2013-05-03T00:00:00	49	20	99	42	15	62	74	95	46	46	38	27	78	28	67	60	41	60	70	70	44	37	74	93	82	-0.044207
ZWS	2013-05-10T00:00:00	50	20	99	48	16	47	52	85	45	45	26	28	78	31	69	60	41	59	70	49	43	35	75	93	81	0.008763
ZWS	2013-05-17T00:00:00	50	20	99	49	52	64	72	58	42	42	5	28	78	32	75	60	41	17	70	71	50	29	76	89	80	0.032095
ZWS	2013-05-24T00:00:00	74	22	99	73	50	44	37	15	49	49	46	27	78	32	71	60	63	19	70	39	59	13	82	42	98	0.057166
ZWS	2013-05-31T00:00:00	73	19	99	73	65	28	18	7	52	52	31	26	78	31	62	60	63	2	70	20	77	17	81	45	98	0.047219
ZWS	2013-06-07T00:00:00	73	18	99	74	17	26	8	31	51	51	85	27	78	32	68	60	63	57	70	14	76	15	82	46	98	-0.016579
ZWS	2013-06-14T00:00:00	77	21	99	75	24	23	8	89	59	59	79	27	78	32	73	60	63	48	70	13	58	20	86	86	98	-0.086116
ZWS	2013-06-21T00:00:00	77	25	99	75	58	23	10	86	58	58	35	27	78	32	76	60	63	9	70	14	53	21	83	86	97	-0.044648
ZWS	2013-06-28T00:00:00	78	25	99	74	20	17	6	89	56	56	82	28	78	31	77	60	63	50	70	9	44	17	85	80	98	-0.015742
ZWS	2013-07-05T00:00:00	77	23	99	74	40	18	8	32	62	62	57	28	78	30	69	60	63	28	70	10	32	10	85	90	93	0.072973
ZWS	2013-07-12T00:00:00	76	22	99	74	31	18	19	23	61	61	70	27	78	48	61	60	63	37	70	15	32	9	85	89	94	0.050309
ZWS	2013-07-19T00:00:00	77	23	99	74	22	23	60	57	60	60	99	28	78	47	62	60	63	48	70	39	31	9	80	81	91	-0.010533
ZWS	2013-07-26T00:00:00	77	23	99	73	11	39	81	87	60	60	100	28	78	47	72	60	63	71	70	62	40	8	88	90	90	-0.039332
ZWS	2013-08-02T00:00:00	56	27	99	25	13	33	72	46	58	58	81	28	78	46	82	60	45	64	70	54	39	8	89	93	91	0.034877
ZWS	2013-08-09T00:00:00	53	28	99	24	67	17	19	29	54	54	34	28	78	51	80	60	46	3	70	14	41	8	90	94	91	0.008566
ZWS	2013-08-16T00:00:00	53	27	99	24	63	15	16	23	51	51	37	28	78	52	78	60	46	10	70	12	41	9	90	90	92	0.000447
ZWS	2013-08-23T00:00:00	52	24	99	24	53	14	11	10	50	50	43	27	78	52	81	60	46	19	70	11	49	22	92	86	84	0.053619
ZWS	2013-08-30T00:00:00	52	26	99	24	61	21	39	34	50	50	36	27	78	52	78	60	46	12	70	27	46	20	92	85	83	-0.033715
ZWS	2013-09-06T00:00:00	53	26	99	24	33	27	56	59	48	48	63	28	78	53	71	60	47	40	70	39	48	22	92	86	82	-0.005706
ZWS	2013-09-13T00:00:00	53	23	99	23	16	21	36	28	47	47	81	28	78	53	43	60	47	62	70	25	43	25	96	88	79	0.04403
ZWS	2013-09-20T00:00:00	52	24	99	23	38	14	16	44	43	43	59	28	78	53	43	60	47	36	70	11	39	10	87	90	77	0.006025
ZWS	2013-09-27T00:00:00	52	22	99	23	19	19	45	11	41	41	77	27	78	53	41	60	47	58	70	29	36	14	92	86	80	0.040345
ZWS	2013-10-04T00:00:00	52	24	99	23	48	23	61	33	37	37	48	27	78	53	40	60	46	25	70	41	37	18	89	86	81	-0.001919
ZWS	2013-10-11T00:00:00	51	24	99	23	59	28	71	13	37	37	46	27	78	52	28	60	47	14	70	49	34	16	88	90	75	0.033188
ZWS	2013-10-18T00:00:00	52	23	99	24	31	45	86	55	36	36	53	27	78	72	24	60	46	42	70	68	35	16	85	91	73	-0.001861
ZWS	2013-10-25T00:00:00	51	22	99	23	48	39	78	30	34	34	11	27	78	71	19	60	46	25	70	61	34	15	76	91	74	0.02237
ZWS	2013-11-01T00:00:00	16	69	83	39	42	33	55	7	33	33	14	27	78	53	15	60	56	31	70	43	34	12	68	87	80	0.051056
ZWS	2013-11-08T00:00:00	16	69	83	37	40	40	71	16	28	28	12	27	78	53	12	60	57	34	70	56	35	12	72	88	78	0.009131
ZWS	2013-11-15T00:00:00	16	68	83	37	51	39	62	13	26	26	7	26	78	56	7	60	57	23	70	50	40	13	84	87	70	0.032664
ZWS	2013-11-22T00:00:00	16	68	83	37	70	54	86	21	24	24	1	26	78	62	6	60	57	1	70	73	34	10	82	88	63	0.013318
ZWS	2013-11-29T00:00:00	16	68	83	37	60	51	77	43	25	25	4	26	78	58	7	60	57	14	70	67	30	10	79	90	57	-0.001643
ZWS	2013-12-06T00:00:00	16	67	83	37	38	60	88	14	23	23	11	26	78	52	5	60	57	36	70	78	32	9	69	89	52	0.024684
ZWS	2013-12-13T00:00:00	16	68	83	37	65	51	67	21	22	22	2	26	78	59	5	60	57	8	70	61	33	14	61	89	66	-0.002874
ZWS	2013-12-20T00:00:00	16	66	82	37	39	57	74	12	25	25	11	26	78	52	4	60	57	36	70	69	29	26	55	88	57	0.053149
ZWS	2013-12-27T00:00:00	16	67	82	37	61	70	94	17	24	24	4	25	78	57	5	60	57	14	70	86	38	36	56	83	50	0.022537
ZWS	2014-01-03T00:00:00	16	66	82	37	16	71	90	12	23	23	27	25	78	45	5	60	57	64	70	84	33	37	63	87	50	0.026212
ZWS	2014-01-10T00:00:00	16	67	82	38	45	72	91	27	21	21	14	25	78	49	8	60	57	30	70	85	15	32	58	78	54	0.00767
ZWS	2014-01-17T00:00:00	16	66	82	38	65	74	88	18	21	21	4	25	78	54	7	60	57	10	70	84	13	32	55	78	54	0.034331
ZWS	2014-01-24T00:00:00	16	66	82	38	24	70	78	45	28	28	37	25	78	48	8	60	57	54	70	77	15	27	53	84	62	-0.03113
ZWS	2014-01-31T00:00:00	70	12	98	64	25	76	89	84	41	41	61	26	78	49	15	60	57	50	70	86	8	20	45	80	63	-0.062742
ZWS	2014-02-07T00:00:00	68	11	98	64	50	78	88	28	43	43	55	25	78	50	13	60	57	23	70	87	2	26	43	89	57	0.049599
ZWS	2014-02-14T00:00:00	67	11	97	65	67	83	91	22	43	43	50	25	78	50	12	60	57	4	70	90	2	30	40	86	54	0.044784
ZWS	2014-02-21T00:00:00	67	11	97	64	17	85	90	22	41	41	67	25	78	51	13	60	57	58	70	91	2	19	39	72	47	0.013007
ZWS	2014-02-28T00:00:00	67	10	97	63	55	87	92	18	39	39	50	24	78	53	12	60	57	20	70	92	3	18	48	58	59	0.039104
ZWS	2014-03-07T00:00:00	67	10	97	63	58	90	86	21	36	36	46	24	78	55	11	60	57	15	70	91	10	28	38	69	47	0.027663
ZWS	2014-03-14T00:00:00	69	10	98	63	24	91	87	80	49	49	73	25	78	56	19	60	58	51	70	91	28	39	51	70	43	-0.0785
ZWS	2014-03-21T00:00:00	69	10	98	63	28	90	78	40	49	49	70	25	78	57	18	60	58	46	70	88	28	39	52	67	33	0.041889
ZWS	2014-03-28T00:00:00	69	10	98	62	20	81	37	70	49	49	79	25	78	57	26	60	58	55	70	62	27	31	42	86	32	-0.037501
ZWS	2014-04-04T00:00:00	68	11	98	62	66	88	75	51	48	48	86	25	78	58	40	13	58	6	80	86	23	34	47	79	37	0.007393
ZWS	2014-04-11T00:00:00	70	11	98	62	29	89	81	85	51	51	96	25	78	53	59	13	58	45	79	89	17	29	49	72	24	-0.06972
ZWS	2014-04-18T00:00:00	70	11	98	61	61	88	79	48	51	51	78	25	78	53	63	13	58	10	79	87	16	27	48	76	17	0.042364
ZWS	2014-04-25T00:00:00	71	11	98	63	24	89	85	84	52	52	97	26	78	53	73	13	58	49	79	90	26	41	50	79	18	-0.046772
ZWS	2014-05-02T00:00:00	71	11	98	66	17	90	84	36	51	51	100	25	78	55	78	13	58	60	80	90	18	24	52	83	23	0.033188
ZWS	2014-05-09T00:00:00	74	11	98	71	45	81	40	69	50	50	95	26	78	60	84	13	57	29	78	63	25	19	55	82	22	-0.032122
ZWS	2014-05-16T00:00:00	75	10	97	73	18	87	65	35	49	49	100	25	78	61	83	13	57	61	80	80	21	19	55	79	25	0.016594
ZWS	2014-05-23T00:00:00	85	13	97	76	15	84	43	45	45	45	100	25	78	35	79	11	50	67	77	67	24	18	61	77	26	0.011168
ZWS	2014-05-30T00:00:00	86	15	97	76	46	85	45	94	49	49	96	26	78	34	80	11	50	23	77	69	46	28	62	83	20	-0.062022
ZWS	2014-06-06T00:00:00	84	13	97	76	35	71	23	11	61	61	98	25	78	35	81	11	50	31	78	45	47	10	52	79	16	0.11693
ZWS	2014-06-13T00:00:00	85	13	97	76	44	79	40	29	60	60	97	25	78	35	87	12	50	22	78	61	48	10	53	80	16	-0.005603
ZWS	2014-06-20T00:00:00	85	12	97	76	17	61	23	33	57	57	100	25	78	35	91	12	50	51	78	40	48	6	47	76	16	0.010602
ZWS	2014-06-27T00:00:00	85	13	97	76	22	70	43	65	55	55	99	25	78	35	92	12	50	42	78	58	45	7	60	74	16	-0.010124
ZWS	2014-07-04T00:00:00	85	13	97	76	42	62	35	52	54	54	97	25	78	34	89	12	50	20	78	48	46	7	69	73	16	0.01549
ZWS	2014-07-11T00:00:00	84	12	96	76	29	68	53	8	51	51	98	25	78	32	87	12	50	34	79	63	54	9	78	81	13	0.014523
ZWS	2014-07-18T00:00:00	85	12	96	76	29	68	53	30	50	50	97	25	78	31	90	28	50	32	79	63	55	9	73	82	14	-0.004748
ZWS	2014-07-25T00:00:00	84	12	97	76	42	43	13	61	49	49	94	25	78	30	91	28	50	17	78	25	56	8	74	79	13	-0.024359
ZWS	2014-08-01T00:00:00	84	13	97	75	43	76	81	87	54	54	92	25	78	31	91	47	50	15	73	82	50	5	74	79	11	-0.067936
ZWS	2014-08-08T00:00:00	46	13	98	33	28	75	71	48	51	51	56	25	78	31	91	65	50	29	69	78	50	7	81	75	15	0.036643
ZWS	2014-08-15T00:00:00	46	13	98	33	11	73	64	73	42	42	76	25	78	33	92	65	50	55	69	72	40	8	90	82	15	-0.009508
ZWS	2014-08-22T00:00:00	45	12	98	33	18	70	52	14	49	49	66	25	78	33	87	71	50	41	69	63	32	10	90	74	16	0.065103
ZWS	2014-08-29T00:00:00	45	12	98	33	7	70	49	27	48	48	83	25	78	33	86	72	50	63	69	62	30	11	89	74	15	0.008285
ZWS	2014-09-05T00:00:00	45	12	98	33	46	82	87	19	46	46	33	25	78	33	90	72	50	7	69	89	30	11	89	75	15	0.009587
ZWS	2014-09-12T00:00:00	45	12	98	32	17	80	75	33	45	45	65	25	78	33	87	72	50	40	68	81	30	11	85	72	14	-0.007782
ZWS	2014-09-19T00:00:00	45	11	98	33	17	71	53	18	44	44	63	24	78	34	86	72	50	39	68	64	29	11	89	64	20	0.015039
ZWS	2014-09-26T00:00:00	45	12	98	32	21	50	22	59	47	47	54	25	78	33	77	72	50	33	68	33	26	10	93	70	25	-0.045796
ZWS	2014-10-03T00:00:00	45	12	98	32	17	64	45	51	45	45	63	24	78	36	85	72	50	37	69	56	26	12	89	66	23	-0.002526
ZWS	2014-10-10T00:00:00	45	12	98	32	16	52	31	75	49	49	62	25	78	36	83	72	50	40	68	37	31	19	91	62	14	-0.076717
ZWS	2014-10-17T00:00:00	45	13	98	32	27	75	78	61	49	49	55	25	78	36	86	72	50	26	69	82	40	14	94	51	17	0.022185
ZWS	2014-10-24T00:00:00	45	13	98	32	18	72	74	50	47	47	21	25	78	35	79	72	50	36	68	78	41	16	93	52	14	0.031489
ZWS	2014-10-31T00:00:00	44	12	97	32	34	76	79	20	48	48	7	24	78	35	54	71	50	17	69	83	36	13	95	56	12	0.073757
ZWS	2014-11-07T00:00:00	75	22	97	57	9	76	80	75	50	50	69	25	78	36	74	75	46	51	71	83	39	21	96	44	17	-0.053085
ZWS	2014-11-14T00:00:00	77	27	97	57	44	82	83	88	51	51	36	25	78	36	76	42	46	4	70	87	36	22	97	49	12	-0.045075
ZWS	2014-11-21T00:00:00	76	26	97	58	25	70	58	74	49	49	51	25	78	36	77	42	46	24	70	68	34	22	93	36	13	0.00788
ZWS	2014-11-28T00:00:00	76	25	96	58	38	74	54	39	48	48	39	25	78	36	63	42	46	8	70	64	38	21	94	33	14	0.022987
ZWS	2014-12-05T00:00:00	75	22	96	58	21	54	34	27	47	47	53	25	78	35	69	43	46	27	70	43	36	20	92	31	15	0.015974
ZWS	2014-12-12T00:00:00	77	26	96	58	6	56	37	79	50	50	79	25	78	36	72	43	46	58	69	45	24	21	94	51	13	-0.077108
ZWS	2014-12-19T00:00:00	76	25	96	58	36	58	44	29	53	53	39	25	78	36	69	43	47	9	70	50	30	26	96	62	14	0.072383
ZWS	2014-12-26T00:00:00	76	22	96	58	13	75	72	22	52	52	65	25	78	36	60	43	47	40	70	76	29	29	94	56	17	0.022347
ZWS	2015-01-02T00:00:00	76	23	96	58	4	52	36	35	52	52	79	25	78	34	57	43	47	67	71	42	26	21	92	56	14	-0.013383
ZWS	2015-01-09T00:00:00	76	26	96	58	35	38	21	80	51	51	79	25	78	32	63	43	47	9	71	27	23	23	89	65	13	-0.046194
ZWS	2015-01-16T00:00:00	78	27	96	58	4	43	24	84	50	50	100	26	78	29	66	42	47	66	71	30	22	30	90	66	14	-0.040926
ZWS	2015-01-23T00:00:00	78	28	96	58	20	51	46	75	48	48	85	26	78	70	72	42	47	26	71	48	23	31	91	65	16	0.003542
ZWS	2015-01-30T00:00:00	78	29	97	58	6	58	59	82	48	48	98	26	78	71	80	42	46	52	71	59	22	32	88	61	18	-0.035052
ZWS	2015-02-06T00:00:00	33	21	99	65	39	42	26	29	52	52	57	25	78	70	61	92	46	5	73	32	11	30	87	73	20	0.075883
ZWS	2015-02-13T00:00:00	33	20	98	65	36	57	58	20	52	52	57	25	78	71	44	91	45	9	61	59	7	55	92	76	23	0.045861
ZWS	2015-02-20T00:00:00	34	20	99	65	33	60	69	37	50	50	58	25	78	71	53	92	46	13	60	66	8	52	91	72	23	-0.007938

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