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 ⌀
ZIXI	2001-11-23T00:00:00	5	23	5	3	10	12	11	52	95	95	24	58	87	37	25	87	5	83	11	10	26	60	54	45	57	-0.014706
ZIXI	2001-11-30T00:00:00	5	24	1	3	20	16	47	48	94	94	17	58	87	41	27	82	5	83	11	29	28	60	55	45	57	0.007463
ZIXI	2001-12-07T00:00:00	5	24	17	2	3	13	22	90	94	94	35	59	87	28	36	82	5	84	11	14	33	58	57	45	57	-0.04
ZIXI	2001-12-14T00:00:00	5	26	20	3	2	11	13	97	94	94	37	62	87	27	66	82	5	85	11	9	40	52	60	45	57	-0.166667
ZIXI	2001-12-21T00:00:00	4	29	10	3	5	49	98	96	94	94	30	63	87	32	76	82	5	85	11	79	44	54	61	45	57	-0.05
ZIXI	2001-12-28T00:00:00	4	28	9	2	6	16	31	97	93	93	29	64	87	32	67	82	5	86	11	20	36	56	59	45	57	-0.025341
ZIXI	2002-01-04T00:00:00	5	25	10	2	5	26	79	18	91	91	10	60	87	31	50	82	5	84	11	52	31	48	62	45	57	0.23
ZIXI	2002-01-11T00:00:00	4	26	2	2	17	23	59	53	88	88	3	61	87	36	42	82	5	85	11	36	32	50	63	45	57	-0.056911
ZIXI	2002-01-18T00:00:00	4	27	5	2	10	20	42	79	86	86	8	63	86	45	44	82	5	85	11	25	32	51	63	45	57	-0.084483
ZIXI	2002-01-25T00:00:00	4	29	2	2	17	21	54	91	86	86	4	64	86	49	50	82	5	86	11	33	33	54	63	45	57	-0.039548
ZIXI	2002-02-01T00:00:00	4	29	3	2	14	16	14	58	85	85	5	63	86	48	38	82	5	85	11	12	34	51	63	45	57	0.02549
ZIXI	2002-02-08T00:00:00	4	30	2	2	17	10	5	71	84	84	4	64	87	49	41	82	5	85	11	5	36	57	61	45	57	-0.055449
ZIXI	2002-02-15T00:00:00	4	29	2	2	16	8	5	82	83	83	4	65	86	50	44	82	5	86	11	5	36	59	62	45	57	-0.032389
ZIXI	2002-02-22T00:00:00	4	32	11	2	5	6	4	90	81	81	12	66	86	41	68	63	5	86	11	3	36	59	63	45	57	-0.094142
ZIXI	2002-03-01T00:00:00	2	19	6	2	11	10	61	49	82	82	7	64	94	25	60	10	8	84	9	30	36	56	63	45	57	0.08776
ZIXI	2002-03-08T00:00:00	2	17	20	2	3	8	40	6	85	85	17	61	94	18	54	10	8	83	10	19	38	46	62	45	57	0.203822
ZIXI	2002-03-15T00:00:00	2	17	3	2	16	8	11	8	82	82	3	61	94	28	38	10	8	83	10	7	38	45	62	45	57	0.031746
ZIXI	2002-03-22T00:00:00	2	17	2	2	20	7	10	30	81	81	2	62	94	30	31	48	8	83	32	6	38	46	62	45	57	-0.018803
ZIXI	2002-03-29T00:00:00	3	16	20	2	3	8	28	4	83	83	23	59	93	23	42	51	8	81	31	15	40	48	62	45	57	0.135889
ZIXI	2002-04-05T00:00:00	3	16	13	2	5	9	21	71	85	85	17	62	93	27	36	52	9	82	31	13	38	40	62	45	57	-0.116564
ZIXI	2002-04-12T00:00:00	2	18	4	2	13	9	15	87	86	86	10	64	93	31	27	52	9	83	31	11	37	36	63	45	57	-0.104167
ZIXI	2002-04-19T00:00:00	3	16	3	2	15	8	10	24	87	87	10	61	93	27	10	52	8	81	32	8	38	34	64	45	57	0.178295
ZIXI	2002-04-26T00:00:00	2	18	17	2	3	11	24	93	90	90	24	65	93	20	31	52	8	83	32	15	34	28	67	45	57	-0.185855
ZIXI	2002-05-03T00:00:00	2	18	20	2	2	21	81	69	88	88	28	64	93	18	25	52	8	82	32	51	33	31	66	45	57	0.026263
ZIXI	2002-05-10T00:00:00	2	19	17	2	3	25	83	94	88	88	74	66	96	20	34	53	8	83	31	54	34	31	65	45	57	-0.104331
ZIXI	2002-05-17T00:00:00	4	14	2	2	19	22	75	36	87	87	72	65	98	22	19	43	13	85	33	47	35	31	64	45	57	0.103077
ZIXI	2002-05-24T00:00:00	3	15	4	2	13	39	95	84	86	86	76	66	98	19	19	43	13	86	32	70	32	27	64	45	57	-0.073521
ZIXI	2002-05-31T00:00:00	3	15	8	2	9	22	55	88	86	86	80	67	98	18	28	42	13	86	32	36	19	23	70	45	57	-0.053763
ZIXI	2002-06-07T00:00:00	4	15	3	2	15	15	24	34	84	84	74	66	98	20	26	42	13	85	32	17	26	29	71	45	57	0.045455
ZIXI	2002-06-14T00:00:00	4	14	18	2	3	29	74	3	85	85	88	63	98	14	12	21	13	83	32	51	32	30	76	45	57	0.130435
ZIXI	2002-06-21T00:00:00	4	15	11	2	6	14	13	19	83	83	83	63	98	16	11	21	13	84	31	12	35	32	79	45	57	-0.028846
ZIXI	2002-06-28T00:00:00	4	15	11	2	6	17	22	6	81	81	83	62	98	16	8	22	13	83	32	17	38	42	79	45	57	0.085149
ZIXI	2002-07-05T00:00:00	4	15	19	2	3	14	13	61	79	79	90	63	98	13	14	18	13	83	32	12	42	22	98	45	57	-0.085766
ZIXI	2002-07-12T00:00:00	4	16	23	2	2	18	28	82	81	81	92	65	98	12	16	19	13	84	31	20	58	34	98	45	57	-0.145509
ZIXI	2002-07-19T00:00:00	4	15	7	2	11	17	19	53	79	79	80	65	98	15	13	18	13	84	31	16	73	42	97	45	57	0.004438
ZIXI	2002-07-26T00:00:00	4	16	2	2	20	16	13	23	76	76	73	63	98	18	8	18	13	83	32	12	84	44	96	45	57	0.055814
ZIXI	2002-08-02T00:00:00	3	18	20	2	3	21	50	98	88	88	99	71	98	10	25	19	13	86	31	33	88	58	95	45	57	-0.334802
ZIXI	2002-08-09T00:00:00	3	23	13	2	5	37	93	100	89	89	97	74	98	13	35	7	13	88	36	66	91	52	87	45	57	-0.221854
ZIXI	2002-08-16T00:00:00	3	14	34	2	3	35	83	65	92	92	77	70	98	13	26	80	64	83	39	60	77	59	90	45	57	0.27617
ZIXI	2002-08-23T00:00:00	4	14	27	2	8	50	90	9	93	93	73	67	98	16	9	80	64	81	39	73	48	54	75	45	57	0.267089
ZIXI	2002-08-30T00:00:00	4	14	22	2	15	34	66	30	92	92	66	67	98	18	26	12	64	81	39	49	42	52	75	45	57	-0.05
ZIXI	2002-09-06T00:00:00	4	14	22	2	16	25	27	24	92	92	64	67	98	19	35	12	64	81	39	23	37	49	76	45	57	0.01108
ZIXI	2002-09-13T00:00:00	4	14	24	2	13	30	45	11	91	91	67	66	98	17	40	12	64	80	39	35	41	53	66	45	57	0.046575
ZIXI	2002-09-20T00:00:00	4	14	33	2	4	41	71	14	90	90	76	66	98	13	54	12	64	80	40	56	43	55	59	45	57	-0.018325
ZIXI	2002-09-27T00:00:00	5	15	22	2	16	15	5	10	89	89	64	65	98	19	46	12	64	79	39	8	42	54	60	45	57	0.016
ZIXI	2002-10-04T00:00:00	5	15	31	2	4	9	3	28	88	88	75	65	98	14	25	12	64	79	40	4	40	51	57	45	57	-0.010499
ZIXI	2002-10-11T00:00:00	5	16	27	2	8	15	10	38	85	85	68	65	98	16	26	12	64	79	40	10	39	51	56	45	57	-0.01565
ZIXI	2002-10-18T00:00:00	5	16	25	2	11	27	68	56	80	80	61	65	98	17	35	12	64	79	39	45	37	49	55	45	57	0.010509
ZIXI	2002-10-25T00:00:00	5	15	26	2	8	25	54	4	82	82	64	62	98	15	8	12	64	78	40	36	26	43	52	45	57	0.242667
ZIXI	2002-11-01T00:00:00	5	15	21	2	16	28	60	62	79	79	56	64	98	21	9	12	64	79	40	42	29	51	52	45	57	-0.103004
ZIXI	2002-11-08T00:00:00	4	14	28	2	7	32	90	80	78	78	67	66	98	18	8	12	64	80	40	63	29	57	46	45	57	-0.062201
ZIXI	2002-11-15T00:00:00	4	15	24	3	2	35	86	88	76	76	66	64	98	10	16	10	53	77	67	61	30	77	55	45	57	-0.017857
ZIXI	2002-11-22T00:00:00	4	14	24	3	5	40	86	57	75	75	58	64	98	12	20	9	53	77	66	64	30	76	56	45	57	0.036364
ZIXI	2002-11-29T00:00:00	4	14	24	3	9	44	78	82	74	74	52	65	98	13	17	11	53	77	67	61	28	75	54	45	57	-0.027569
ZIXI	2002-12-06T00:00:00	5	14	24	3	2	44	71	11	78	78	68	62	98	8	12	11	53	76	68	58	32	73	65	45	57	0.164948
ZIXI	2002-12-13T00:00:00	5	15	23	3	21	40	55	2	81	81	42	58	98	16	10	11	53	75	72	45	32	76	60	45	57	0.219027
ZIXI	2002-12-20T00:00:00	5	15	24	3	9	72	98	51	82	82	52	61	98	12	23	10	53	76	74	91	35	75	59	45	57	-0.154265
ZIXI	2002-12-27T00:00:00	5	15	24	3	8	53	63	43	81	81	55	61	98	11	34	10	53	76	71	59	34	77	58	45	57	0.004292
ZIXI	2003-01-03T00:00:00	5	15	24	3	7	39	26	90	80	80	56	63	98	11	21	11	53	76	71	26	39	87	27	45	57	-0.083333
ZIXI	2003-01-10T00:00:00	5	14	24	3	2	33	30	45	79	79	69	63	98	7	17	11	53	76	69	25	40	87	26	45	57	0.060606
ZIXI	2003-01-17T00:00:00	5	15	23	2	2	33	46	13	78	78	55	62	98	6	17	10	53	76	70	34	42	85	26	45	57	0.074725
ZIXI	2003-01-24T00:00:00	4	15	24	3	9	25	31	92	81	81	34	64	98	10	47	10	53	77	67	21	40	87	32	45	57	-0.157464
ZIXI	2003-01-31T00:00:00	4	15	24	3	14	61	84	68	81	81	29	64	98	11	24	10	53	76	68	79	39	88	35	45	57	0.01699
ZIXI	2003-02-07T00:00:00	5	15	23	3	4	86	99	40	80	80	45	63	98	7	18	11	53	76	68	96	38	88	34	45	57	0.02864
ZIXI	2003-02-14T00:00:00	4	15	24	3	9	70	81	74	80	80	33	64	98	10	26	11	53	76	68	79	36	89	30	45	57	-0.071926
ZIXI	2003-02-21T00:00:00	5	15	24	3	14	68	82	6	80	80	29	62	98	12	33	11	53	76	70	79	38	85	27	45	57	0.1425
ZIXI	2003-02-28T00:00:00	5	16	23	3	22	43	30	11	78	78	23	61	98	14	16	28	53	76	72	32	41	85	26	45	57	0.039387
ZIXI	2003-03-07T00:00:00	5	16	23	3	3	58	53	60	79	79	48	62	98	7	23	29	53	76	72	56	40	83	24	45	57	-0.094737
ZIXI	2003-03-14T00:00:00	5	16	23	3	18	78	88	47	78	78	27	62	98	12	33	22	53	76	75	87	41	83	22	45	57	0.018605
ZIXI	2003-03-21T00:00:00	5	17	3	1	16	39	14	59	76	76	51	63	98	9	24	87	8	76	85	23	44	84	19	45	57	0.027397
ZIXI	2003-03-28T00:00:00	5	17	6	2	3	48	29	44	74	74	64	64	97	5	26	87	8	76	84	36	42	80	14	45	57	-0.011111
ZIXI	2003-04-04T00:00:00	6	17	6	1	4	62	47	49	69	69	64	64	97	7	32	87	7	76	82	54	20	79	18	45	57	0.01573
ZIXI	2003-04-11T00:00:00	5	17	6	1	4	45	27	85	69	69	65	64	97	6	53	87	7	76	80	33	5	60	12	45	57	-0.042035
ZIXI	2003-04-18T00:00:00	5	17	3	1	23	70	89	88	67	67	67	65	97	9	46	87	7	76	78	83	2	77	20	45	57	-0.011547
ZIXI	2003-04-25T00:00:00	5	17	4	1	9	79	90	33	66	66	76	64	97	7	53	87	7	76	79	88	6	62	11	45	57	0.07243
ZIXI	2003-05-02T00:00:00	6	16	4	1	11	56	54	11	69	69	75	62	97	7	25	88	7	76	80	55	31	66	22	45	57	0.145969
ZIXI	2003-05-09T00:00:00	5	16	25	2	9	61	68	54	69	69	76	62	98	4	52	70	13	76	82	66	35	71	27	45	57	-0.04943
ZIXI	2003-05-16T00:00:00	4	15	19	2	16	63	51	61	66	66	74	62	93	5	63	10	13	77	85	57	35	73	27	45	57	-0.006
ZIXI	2003-05-23T00:00:00	3	15	26	2	8	61	49	91	67	67	78	63	93	4	67	10	13	78	85	55	43	71	26	45	57	-0.054326
ZIXI	2003-05-30T00:00:00	3	14	35	2	3	55	51	98	68	68	81	65	93	3	83	10	13	79	85	53	42	80	38	45	57	-0.080851
ZIXI	2003-06-06T00:00:00	2	13	29	2	7	54	21	98	66	66	79	66	93	3	85	10	13	79	85	34	38	76	36	45	57	-0.025463
ZIXI	2003-06-13T00:00:00	2	14	25	2	10	46	19	78	65	65	78	66	93	4	78	10	13	79	86	28	38	75	39	45	57	0.028504
ZIXI	2003-06-20T00:00:00	3	14	28	2	7	61	57	60	63	63	79	66	93	3	84	10	14	79	86	61	38	75	39	45	57	0.006928
ZIXI	2003-06-27T00:00:00	2	13	13	2	24	81	85	97	68	68	73	68	93	7	85	11	13	80	85	88	57	82	40	45	57	-0.116972
ZIXI	2003-07-04T00:00:00	2	13	16	2	20	68	64	91	67	67	74	68	93	6	86	31	13	80	85	70	92	73	38	45	57	0.007792
ZIXI	2003-07-11T00:00:00	2	13	13	2	26	62	52	81	60	60	72	68	93	7	93	30	13	81	85	59	88	73	35	45	57	0.018041
ZIXI	2003-07-18T00:00:00	2	13	14	2	24	45	21	91	59	59	72	69	92	6	90	29	13	80	84	29	89	74	40	45	57	-0.053165
ZIXI	2003-07-25T00:00:00	3	14	9	2	32	19	7	61	60	60	67	68	92	6	89	20	15	80	88	9	88	72	40	45	57	0.026738
ZIXI	2003-08-01T00:00:00	3	14	24	2	10	14	3	76	58	58	76	68	92	3	99	17	15	80	92	6	91	76	39	45	57	-0.018229
ZIXI	2003-08-08T00:00:00	3	14	19	2	18	15	5	81	56	56	75	69	96	4	99	17	15	79	91	7	93	74	41	45	57	-0.047745
ZIXI	2003-08-15T00:00:00	3	14	23	2	12	15	11	89	55	55	78	69	95	4	98	16	15	79	90	10	89	75	31	45	57	-0.002786
ZIXI	2003-08-22T00:00:00	2	13	16	2	22	9	3	97	54	54	76	70	95	5	97	14	15	80	91	4	92	71	38	45	57	-0.053073
ZIXI	2003-08-29T00:00:00	2	13	14	2	29	7	3	42	61	61	73	69	95	6	96	83	16	79	91	3	85	80	35	45	57	0.076696
ZIXI	2003-09-05T00:00:00	3	13	10	2	35	8	6	6	75	75	67	67	95	7	90	83	15	78	92	5	80	76	38	45	57	0.219178
ZIXI	2003-09-12T00:00:00	3	13	15	2	26	8	5	4	76	76	71	66	95	6	81	83	16	78	92	5	66	75	63	57	90	0.101124
ZIXI	2003-09-19T00:00:00	5	14	23	2	10	10	14	1	95	95	76	55	95	4	9	83	16	75	92	9	9	58	61	14	67	0.832653
ZIXI	2003-09-26T00:00:00	4	14	30	2	4	10	14	19	95	95	81	58	95	3	12	84	16	75	92	9	9	54	67	12	68	-0.170379
ZIXI	2003-10-03T00:00:00	5	14	34	2	2	9	10	3	95	95	84	57	95	2	12	84	16	75	92	7	11	58	66	12	68	0.097987
ZIXI	2003-10-10T00:00:00	5	14	31	2	3	7	8	22	95	95	80	56	95	3	7	83	16	75	92	6	10	57	64	12	68	0.04401
ZIXI	2003-10-17T00:00:00	4	14	30	2	4	5	4	71	94	94	77	58	95	3	9	84	16	76	92	3	12	57	64	9	70	-0.077283

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