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	2015-02-27T00:00:00	35	19	99	64	5	58	60	42	47	47	77	25	78	72	54	92	46	64	60	60	8	53	92	72	23	-0.002134
ZWS	2015-03-06T00:00:00	35	20	99	64	14	44	26	54	46	46	69	25	78	73	52	92	45	38	59	32	7	51	92	73	23	-0.01199
ZWS	2015-03-13T00:00:00	36	21	99	64	11	39	19	75	46	46	72	26	78	73	53	92	45	44	59	27	6	44	93	81	20	-0.035943
ZWS	2015-03-20T00:00:00	36	22	99	63	10	38	24	83	43	43	76	26	78	74	62	92	45	47	58	28	5	45	95	75	20	-0.00457
ZWS	2015-03-27T00:00:00	37	21	99	63	13	34	18	51	40	40	73	26	78	74	65	92	45	42	58	22	5	41	97	76	17	0.012565
ZWS	2015-04-03T00:00:00	37	22	99	62	29	45	50	54	39	39	44	26	79	74	75	92	45	19	59	46	5	41	96	77	18	0.004216
ZWS	2015-04-10T00:00:00	38	26	99	63	36	59	69	95	46	46	16	27	79	62	74	93	45	12	59	69	8	65	95	77	18	-0.059094
ZWS	2015-04-17T00:00:00	37	22	99	62	22	53	63	36	48	48	24	26	79	60	58	92	45	27	60	61	7	53	89	86	12	0.051945
ZWS	2015-04-24T00:00:00	37	25	99	63	33	51	64	70	44	44	18	26	79	60	69	92	45	16	60	59	6	54	90	84	13	-0.008723
ZWS	2015-05-01T00:00:00	37	21	99	66	20	48	57	15	43	43	25	26	79	61	62	92	45	31	61	53	9	51	91	89	14	0.026078
ZWS	2015-05-08T00:00:00	38	21	99	69	6	38	32	36	41	41	32	26	80	65	60	93	46	60	61	32	9	52	90	89	14	-0.003383
ZWS	2015-05-15T00:00:00	39	21	98	71	37	32	20	14	42	42	13	26	80	67	41	93	46	14	62	23	9	60	92	87	13	0.034186
ZWS	2015-05-22T00:00:00	71	20	97	69	5	38	37	83	50	50	94	26	62	61	63	45	48	68	71	35	15	51	95	82	14	-0.065654
ZWS	2015-05-29T00:00:00	71	21	97	69	13	38	34	75	49	49	88	26	62	61	70	45	48	42	70	32	16	50	93	84	8	-0.005801
ZWS	2015-06-05T00:00:00	72	21	97	70	19	23	7	69	48	48	85	26	62	61	61	45	48	33	71	11	16	55	90	84	5	0.002301
ZWS	2015-06-12T00:00:00	73	22	97	70	26	33	44	67	47	47	82	26	62	61	53	44	48	24	71	33	16	52	93	84	5	-0.00656
ZWS	2015-06-19T00:00:00	72	22	97	70	37	28	28	40	44	44	77	26	62	62	52	44	48	12	72	22	19	54	95	87	8	0.018818
ZWS	2015-06-26T00:00:00	74	25	97	70	22	42	73	91	47	47	83	27	62	61	66	44	48	28	71	59	14	51	92	82	4	-0.061244
ZWS	2015-07-03T00:00:00	75	25	97	70	29	41	69	81	47	47	79	27	62	61	63	44	48	19	71	56	15	53	91	82	5	-0.027011
ZWS	2015-07-10T00:00:00	75	25	97	70	19	56	82	81	46	46	97	27	62	68	53	44	49	31	71	73	20	69	88	83	7	-0.024035
ZWS	2015-07-17T00:00:00	76	27	97	70	7	27	28	81	44	44	98	28	62	67	61	44	49	54	70	24	19	59	82	86	3	-0.01554
ZWS	2015-07-24T00:00:00	78	30	98	70	45	28	24	83	43	43	94	28	62	67	67	44	49	2	71	23	19	58	82	86	5	-0.061756
ZWS	2015-07-31T00:00:00	77	30	98	68	37	28	31	83	36	36	45	28	52	68	77	64	49	13	73	27	18	56	82	87	5	-0.009347
ZWS	2015-08-07T00:00:00	66	33	98	35	29	26	25	68	33	33	26	28	74	89	71	67	48	23	65	23	16	60	80	89	5	-0.013209
ZWS	2015-08-14T00:00:00	65	31	98	33	24	33	45	46	35	35	28	28	74	89	76	68	48	28	66	37	21	65	87	89	5	0.019122
ZWS	2015-08-21T00:00:00	66	33	98	33	13	20	12	76	39	39	34	28	74	89	65	68	48	43	65	14	33	53	79	88	5	-0.077918
ZWS	2015-08-28T00:00:00	65	33	98	33	25	22	18	65	37	37	27	28	75	89	70	69	48	26	65	18	37	48	76	87	8	0.009639
ZWS	2015-09-04T00:00:00	65	32	98	33	18	22	18	57	35	35	30	28	75	89	66	68	48	35	66	18	41	61	80	86	7	-0.013048
ZWS	2015-09-11T00:00:00	66	34	98	33	33	21	17	74	33	33	22	28	75	89	61	68	48	17	65	17	44	60	82	84	7	-0.009243
ZWS	2015-09-18T00:00:00	67	37	98	33	43	20	18	87	31	31	18	29	75	89	62	68	48	6	65	18	55	59	84	82	10	-0.029291
ZWS	2015-09-25T00:00:00	68	38	98	33	33	19	17	82	34	34	23	29	75	89	66	68	48	18	64	16	48	37	88	85	9	-0.05789
ZWS	2015-10-02T00:00:00	68	38	98	33	16	21	25	84	31	31	30	29	75	89	70	68	48	39	63	20	48	34	89	84	11	-0.030961
ZWS	2015-10-09T00:00:00	68	39	98	33	43	23	32	51	41	41	21	29	75	89	65	68	48	6	63	25	43	18	86	87	7	0.070388
ZWS	2015-10-16T00:00:00	69	42	98	33	38	21	23	93	44	44	23	30	75	90	74	68	47	12	63	20	60	23	88	88	11	-0.06736
ZWS	2015-10-23T00:00:00	68	37	98	33	9	19	23	30	48	48	16	29	75	90	56	67	47	50	64	18	64	11	71	92	13	0.06168
ZWS	2015-10-30T00:00:00	67	37	98	33	15	20	34	29	45	45	13	29	74	90	54	82	48	39	49	23	66	8	71	93	14	0.013745
ZWS	2015-11-06T00:00:00	68	29	98	51	7	19	24	6	51	51	72	28	82	93	48	89	45	57	54	18	57	7	63	95	17	0.097869
ZWS	2015-11-13T00:00:00	68	30	98	50	43	17	15	14	49	49	54	28	82	92	51	74	45	5	55	13	57	6	63	94	16	-0.029577
ZWS	2015-11-20T00:00:00	68	28	98	50	11	18	17	23	48	48	71	28	82	92	41	76	45	47	54	15	59	7	63	92	18	0.015827
ZWS	2015-11-27T00:00:00	68	30	98	51	43	17	15	27	47	47	55	28	82	92	28	75	45	7	55	14	57	5	61	94	14	0.018002
ZWS	2015-12-04T00:00:00	68	29	98	51	11	16	25	56	46	46	71	28	82	92	29	75	45	46	55	16	57	7	59	94	18	-0.024095
ZWS	2015-12-11T00:00:00	69	31	98	51	26	13	10	69	47	47	62	28	82	92	35	75	45	25	54	8	50	6	57	94	17	-0.068984
ZWS	2015-12-18T00:00:00	70	32	98	51	7	19	40	88	48	48	75	29	82	92	31	75	45	58	54	26	46	2	55	94	33	-0.054063
ZWS	2015-12-25T00:00:00	69	32	98	51	24	22	55	47	50	50	64	28	82	92	20	75	45	28	54	36	43	4	53	92	53	0.066899
ZWS	2016-01-01T00:00:00	69	33	98	51	24	35	85	78	49	49	65	29	82	93	21	75	45	30	54	61	45	4	46	91	56	-0.029435
ZWS	2016-01-08T00:00:00	72	36	98	51	14	35	86	88	56	56	85	29	82	93	36	75	45	44	53	61	32	5	56	88	38	-0.134092
ZWS	2016-01-15T00:00:00	72	39	98	51	26	36	80	80	52	52	79	29	82	94	37	75	45	27	53	58	31	4	56	89	37	-0.061863
ZWS	2016-01-22T00:00:00	72	37	98	51	29	37	80	65	53	53	77	29	82	94	29	75	45	22	53	60	35	3	59	91	31	0.031183
ZWS	2016-01-29T00:00:00	70	35	98	51	32	35	63	18	57	57	77	28	82	94	22	67	45	21	51	47	25	4	32	97	37	0.078513
ZWS	2016-02-05T00:00:00	70	36	98	64	39	31	41	10	55	55	76	27	80	92	16	63	42	15	46	34	32	4	39	92	59	0.038457
ZWS	2016-02-12T00:00:00	69	35	98	64	49	25	20	8	52	52	85	27	71	92	10	63	42	3	47	20	32	4	49	88	51	0.022294
ZWS	2016-02-19T00:00:00	70	35	98	63	37	28	35	20	48	48	89	27	71	91	11	63	42	18	46	28	31	6	48	89	52	0.020233
ZWS	2016-02-26T00:00:00	71	37	98	63	45	27	26	33	45	45	90	27	70	90	11	62	42	10	46	23	32	7	48	85	50	0.015794
ZWS	2016-03-04T00:00:00	71	33	98	63	37	21	15	27	44	44	93	28	69	89	13	63	41	21	46	15	30	5	51	91	45	0.063245
ZWS	2016-03-11T00:00:00	71	32	98	63	24	22	21	23	43	43	95	28	69	89	12	64	42	36	47	20	30	4	51	91	45	0.02188
ZWS	2016-03-18T00:00:00	70	30	98	62	30	24	26	24	36	36	95	28	69	89	9	65	41	30	47	23	28	4	53	91	45	0.026146
ZWS	2016-03-25T00:00:00	70	32	98	62	32	31	62	45	33	33	95	27	69	89	11	65	41	28	47	45	25	4	53	90	49	-0.021495
ZWS	2016-04-01T00:00:00	69	30	98	62	52	43	82	16	34	34	92	27	69	89	10	65	41	5	47	64	22	3	51	91	52	0.053472
ZWS	2016-04-08T00:00:00	70	31	98	62	13	51	89	66	36	36	97	28	69	78	13	65	41	53	47	72	22	4	54	90	52	-0.041094
ZWS	2016-04-15T00:00:00	69	29	98	61	36	48	86	17	40	40	91	27	69	78	9	65	41	24	47	69	22	5	53	89	52	0.066511
ZWS	2016-04-22T00:00:00	68	25	98	62	15	46	78	13	42	42	97	27	69	78	10	65	41	50	48	64	19	4	54	91	43	0.064253
ZWS	2016-04-29T00:00:00	70	27	98	65	25	54	80	41	44	44	95	27	69	78	11	65	41	38	47	74	23	5	59	88	48	-0.032336
ZWS	2016-05-06T00:00:00	71	28	98	70	28	58	81	68	47	47	95	27	69	77	13	65	42	35	46	75	16	4	57	90	48	-0.045007
ZWS	2016-05-13T00:00:00	73	28	98	73	40	61	80	70	46	46	96	27	69	77	15	64	42	21	47	76	17	4	56	92	49	-0.015878
ZWS	2016-05-20T00:00:00	42	25	98	68	53	58	74	85	47	47	31	28	63	74	18	92	40	8	52	69	14	7	58	94	49	-0.038537
ZWS	2016-05-27T00:00:00	42	21	98	69	10	68	88	42	48	48	55	27	63	74	17	92	40	62	53	83	11	8	56	93	52	0.0559
ZWS	2016-06-03T00:00:00	42	22	98	69	31	57	58	69	47	47	41	28	63	74	21	92	40	31	52	59	15	11	54	91	53	-0.005365
ZWS	2016-06-10T00:00:00	42	21	98	69	22	72	86	19	48	48	47	27	63	74	18	91	40	41	53	86	18	12	56	91	47	0.042133
ZWS	2016-06-17T00:00:00	42	21	98	69	49	83	91	26	46	46	31	27	63	74	17	91	40	11	53	93	20	14	60	89	48	-0.005176
ZWS	2016-06-24T00:00:00	43	25	98	69	45	77	79	90	53	53	33	28	63	74	26	91	40	14	52	84	11	11	17	84	23	-0.088544
ZWS	2016-07-01T00:00:00	43	27	98	69	56	62	53	83	50	50	26	28	63	74	32	91	40	1	52	58	10	16	20	84	23	0.008185
ZWS	2016-07-08T00:00:00	43	22	98	69	9	57	44	60	50	50	25	28	64	44	32	91	40	66	52	49	9	18	18	83	25	0.02692
ZWS	2016-07-15T00:00:00	42	22	98	69	30	42	27	17	52	52	15	28	64	42	37	91	40	32	52	31	9	16	16	81	24	0.053365
ZWS	2016-07-22T00:00:00	42	23	98	69	33	57	48	45	51	51	15	28	64	42	46	91	39	27	52	52	10	16	17	81	22	-0.005234
ZWS	2016-07-29T00:00:00	42	23	98	67	28	54	35	46	47	47	16	28	49	43	50	91	39	34	52	43	11	16	16	83	21	0.003772
ZWS	2016-08-05T00:00:00	60	23	98	39	32	72	73	55	44	44	73	29	56	37	47	31	41	29	61	76	11	16	16	83	21	-0.001879
ZWS	2016-08-12T00:00:00	57	22	98	37	18	73	77	58	42	42	78	29	56	40	57	30	41	45	62	79	11	16	15	83	22	-0.004657
ZWS	2016-08-19T00:00:00	56	22	98	37	52	43	18	26	42	42	61	28	56	40	57	29	41	6	61	27	12	15	15	82	22	0.027875
ZWS	2016-08-26T00:00:00	56	22	98	37	41	39	20	26	41	41	67	28	56	40	55	28	41	19	62	26	10	25	15	83	15	0.006877
ZWS	2016-09-02T00:00:00	56	21	98	37	15	45	28	40	32	32	79	28	56	40	56	28	41	48	62	34	13	17	16	81	11	0.004136
ZWS	2016-09-09T00:00:00	57	23	98	37	30	55	66	89	42	42	71	29	56	41	74	28	41	31	61	62	10	20	25	79	10	-0.061404
ZWS	2016-09-16T00:00:00	58	25	98	37	33	51	53	94	44	44	69	30	56	41	87	28	41	26	61	52	15	23	22	76	12	-0.050929
ZWS	2016-09-23T00:00:00	57	25	98	37	41	52	49	53	47	47	65	29	56	41	86	28	41	19	61	50	16	28	21	74	11	0.05463
ZWS	2016-09-30T00:00:00	56	21	98	37	8	47	48	21	48	48	82	29	56	41	82	28	41	67	61	46	13	20	18	75	13	0.03681
ZWS	2016-10-07T00:00:00	56	24	98	37	18	45	42	49	48	48	73	29	56	43	82	28	41	45	62	41	17	12	23	69	11	-0.022423
ZWS	2016-10-14T00:00:00	58	28	98	37	33	58	66	93	56	56	69	30	56	42	94	28	41	28	61	65	8	3	29	74	4	-0.083602
ZWS	2016-10-21T00:00:00	58	28	98	36	37	63	70	90	55	55	80	30	56	41	90	28	41	23	60	70	6	2	25	84	6	-0.010978
ZWS	2016-10-28T00:00:00	57	24	98	36	28	58	65	30	54	54	50	29	63	40	80	28	41	32	60	64	7	3	25	87	8	0.035853
ZWS	2016-11-04T00:00:00	69	31	97	44	10	37	20	88	61	61	61	30	54	37	83	57	39	59	75	24	3	5	21	94	7	-0.120553
ZWS	2016-11-11T00:00:00	65	27	97	43	30	29	10	23	71	71	51	30	54	38	69	57	39	29	76	16	3	2	49	97	10	0.192153
ZWS	2016-11-18T00:00:00	65	27	97	43	15	38	25	38	69	69	59	30	54	38	66	69	39	47	75	27	3	4	49	97	10	0.013083
ZWS	2016-11-25T00:00:00	64	26	97	43	55	55	62	9	68	68	44	29	54	38	55	69	39	1	76	60	3	3	48	96	10	0.055085
ZWS	2016-12-02T00:00:00	67	29	97	43	39	46	50	78	69	69	49	30	54	38	68	69	38	18	74	48	3	6	53	95	11	-0.079461
ZWS	2016-12-09T00:00:00	68	30	97	43	34	23	12	65	67	67	50	30	54	38	74	69	39	20	75	14	3	8	53	95	12	0.02815
ZWS	2016-12-16T00:00:00	69	32	97	43	25	20	12	84	67	67	53	31	54	38	83	68	39	30	74	13	3	10	48	96	14	-0.055668
ZWS	2016-12-23T00:00:00	70	34	97	43	28	33	48	84	66	66	52	31	54	38	80	68	39	27	74	37	3	8	50	95	14	-0.007703
ZWS	2016-12-30T00:00:00	69	32	97	43	24	19	13	67	65	65	53	31	54	38	84	68	39	31	74	14	4	7	51	94	20	0.003127
ZWS	2017-01-06T00:00:00	68	31	97	43	48	48	65	18	66	66	39	30	54	36	85	68	39	2	75	57	3	5	56	94	23	0.0704
ZWS	2017-01-13T00:00:00	67	30	97	43	39	47	62	17	63	63	39	30	54	33	80	68	39	11	76	55	3	6	55	94	23	0.018175
ZWS	2017-01-20T00:00:00	65	27	97	43	45	56	78	7	59	59	34	29	54	36	72	68	39	1	76	69	3	7	54	95	20	0.039349

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