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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 ⌀
ZQKSQ	2015-10-02T00:00:00	24	96	38	46	4	1	9	62	99	99	12	75	93	52	95	13	98	47	72	4	90	29	25	10	69	0
ZQKSQ	2015-10-09T00:00:00	24	98	39	46	23	2	17	100	99	99	1	76	93	66	92	13	98	1	72	8	94	73	37	5	83	-0.388889
ZQKSQ	2015-10-16T00:00:00	24	96	39	46	3	2	19	87	99	99	17	75	93	50	92	13	98	52	72	9	92	64	33	2	85	0.272727
ZQKSQ	2015-10-23T00:00:00	24	97	39	46	7	1	15	44	99	99	9	75	93	56	91	14	98	31	72	7	91	59	33	2	86	0.071429
ZQKSQ	2015-10-30T00:00:00	24	97	39	45	9	1	17	80	99	99	9	75	93	57	91	14	98	28	71	7	91	61	33	2	86	-0.133333
ZQKSQ	2015-11-06T00:00:00	24	96	39	43	5	1	1	90	99	99	11	76	93	52	92	14	98	43	71	1	91	62	33	2	86	0
ZQKSQ	2015-11-13T00:00:00	25	95	39	43	2	1	1	71	99	99	15	75	92	47	87	14	98	60	71	1	92	59	29	2	83	0
ZQKSQ	2015-11-20T00:00:00	25	98	39	42	25	1	1	7	98	98	2	75	92	49	90	14	98	1	71	1	91	60	36	3	81	0.076923
ZQKSQ	2015-11-27T00:00:00	25	97	39	43	11	1	1	86	98	98	6	75	92	43	87	14	98	24	71	1	93	71	37	1	88	-0.071429
ZQKSQ	2015-12-04T00:00:00	25	95	39	43	3	1	1	93	97	97	14	75	93	34	88	14	98	56	71	1	93	70	36	1	88	-0.076923
ZQKSQ	2015-12-11T00:00:00	25	96	39	43	11	1	1	92	97	97	6	75	93	42	57	14	98	25	71	1	94	73	41	2	89	-0.083333
ZQKSQ	2015-12-18T00:00:00	24	96	39	43	5	1	14	94	96	96	10	76	93	37	59	14	98	42	71	6	94	70	40	2	89	-0.090909
ZQKSQ	2015-12-25T00:00:00	25	97	39	43	9	1	2	6	96	96	8	76	92	41	58	89	98	30	63	1	92	74	36	2	92	0.3
ZQKSQ	2016-01-01T00:00:00	24	97	39	43	12	1	5	54	96	96	6	76	92	41	62	89	98	24	63	2	92	73	35	2	93	-0.076923
ZQKSQ	2016-01-08T00:00:00	24	97	39	43	11	1	7	1	96	96	6	75	91	36	30	89	98	25	63	3	95	83	30	2	96	0.166667
ZQKSQ	2016-01-15T00:00:00	24	97	39	43	20	1	33	54	96	96	3	75	91	38	28	89	98	10	64	15	95	84	25	2	96	-0.142857
ZQKSQ	2016-01-22T00:00:00	24	96	39	43	4	1	10	3	96	96	18	75	91	28	32	89	98	49	64	4	95	86	27	2	93	0.083333
ZQKSQ	2016-01-29T00:00:00	24	98	40	18	22	1	6	90	96	96	2	75	94	35	31	87	95	5	50	3	96	86	44	2	92	-0.230769
ZQKSQ	2016-02-05T00:00:00	24	96	41	18	5	1	8	97	96	96	14	74	94	26	29	87	95	42	50	4	96	87	45	2	91	-0.1
ZQKSQ	2016-02-12T00:00:00	24	97	40	18	15	1	6	100	97	97	4	74	95	40	14	87	95	15	50	3	96	86	39	2	92	-0.333333
ZRAN	1998-01-09T00:00:00	29	66	9	40	6	48	50	51	70	70	28	39	24	31	53	45	12	95	64	43	30	47	39	72	46	-0.019063
ZRAN	1998-01-16T00:00:00	29	66	9	40	6	48	50	5	70	70	34	39	24	31	53	45	12	95	64	43	30	47	39	72	46	0.160969
ZRAN	1998-01-23T00:00:00	29	66	9	40	6	48	50	81	95	95	44	39	24	31	53	45	12	95	64	44	30	47	39	72	46	-0.067258
ZRAN	1998-01-30T00:00:00	29	66	9	40	6	48	50	6	89	89	54	39	24	31	53	45	12	95	64	43	30	47	39	72	46	0.112649
ZRAN	1998-02-06T00:00:00	29	66	9	40	6	48	50	7	82	82	32	39	24	31	53	45	12	95	64	43	30	47	39	72	46	0.117373
ZRAN	1998-02-13T00:00:00	29	66	9	40	6	48	50	26	80	80	32	39	24	31	53	45	12	95	64	44	30	47	39	72	46	-0.007217
ZRAN	1998-02-20T00:00:00	29	66	9	40	6	48	50	16	75	75	40	39	24	31	53	45	12	95	64	44	30	47	39	72	46	0.021897
ZRAN	1998-02-27T00:00:00	29	66	9	40	6	48	50	51	72	72	3	39	24	31	53	45	12	95	64	44	30	47	39	72	46	-0.0072
ZRAN	1998-03-06T00:00:00	29	66	9	40	6	97	97	87	78	78	60	39	24	31	53	45	12	95	64	97	30	47	39	72	46	-0.089873
ZRAN	1998-03-13T00:00:00	29	66	9	40	6	96	96	53	74	74	14	39	24	31	53	45	12	95	64	96	30	47	39	72	46	0.051319
ZRAN	1998-03-20T00:00:00	29	66	9	40	6	46	36	92	73	73	60	39	24	31	53	45	12	95	64	41	30	47	39	72	46	-0.056393
ZRAN	1998-03-27T00:00:00	29	66	9	40	6	91	91	97	72	72	6	39	24	31	53	45	12	95	64	91	30	47	39	72	46	-0.083668
ZRAN	1998-04-03T00:00:00	89	66	20	78	6	96	95	95	68	68	41	39	24	84	53	45	17	100	64	96	30	47	39	72	46	-0.026088
ZRAN	1998-04-10T00:00:00	89	66	10	78	6	88	83	97	64	64	16	39	24	84	53	45	17	100	64	86	30	47	39	72	46	-0.053573
ZRAN	1998-04-17T00:00:00	89	66	28	78	6	88	89	58	59	59	71	39	24	84	53	45	16	100	64	89	30	47	39	72	46	0.047209
ZRAN	1998-04-24T00:00:00	89	66	25	78	6	76	66	61	56	56	62	39	24	84	53	45	16	100	64	72	30	47	39	72	46	-0.008973
ZRAN	1998-05-01T00:00:00	89	66	24	78	6	26	23	96	58	58	60	39	24	84	53	45	16	100	64	24	30	47	39	72	46	-0.090979
ZRAN	1998-05-08T00:00:00	89	66	18	79	6	50	44	83	56	56	41	39	24	84	53	45	16	100	64	47	30	47	39	72	46	0
ZRAN	1998-05-15T00:00:00	51	66	10	14	6	22	13	98	61	61	17	39	24	85	53	45	13	69	64	17	30	47	39	72	46	-0.109924
ZRAN	1998-05-22T00:00:00	51	66	9	14	6	8	5	16	73	73	16	39	24	85	53	45	13	69	64	6	30	47	39	72	46	0.1235
ZRAN	1998-05-29T00:00:00	51	66	11	14	6	7	5	79	74	74	21	39	24	85	53	45	13	69	64	5	30	47	39	72	46	-0.075003
ZRAN	1998-06-05T00:00:00	51	66	7	14	6	6	4	87	73	73	11	39	24	85	53	45	13	69	64	5	30	47	39	72	46	-0.081085
ZRAN	1998-06-12T00:00:00	51	66	8	14	6	11	15	84	71	71	13	39	24	85	53	45	13	69	64	12	30	47	39	72	46	-0.041084
ZRAN	1998-06-19T00:00:00	52	66	22	14	6	11	22	92	68	68	41	39	24	85	53	45	13	69	64	15	30	47	39	72	46	-0.06758
ZRAN	1998-06-26T00:00:00	52	66	18	14	6	6	4	3	88	88	34	39	24	85	53	45	13	69	64	5	30	47	39	72	46	0.250118
ZRAN	1998-07-03T00:00:00	52	66	19	14	6	7	9	17	87	87	36	39	24	85	53	45	13	69	64	7	30	47	39	72	46	0.010484
ZRAN	1998-07-10T00:00:00	52	66	26	14	6	4	3	83	88	88	48	39	24	85	53	45	13	69	64	3	30	47	39	72	46	-0.140625
ZRAN	1998-07-17T00:00:00	52	66	21	14	6	16	46	72	86	86	38	39	24	85	53	45	13	69	64	30	30	47	39	72	46	0.018182
ZRAN	1998-07-24T00:00:00	52	66	14	14	6	11	17	94	86	86	27	39	24	85	53	45	13	69	64	13	30	47	39	72	46	-0.131
ZRAN	1998-07-31T00:00:00	52	66	7	14	6	8	8	95	85	85	12	39	24	85	53	45	13	69	64	7	30	47	39	72	46	-0.130035
ZRAN	1998-08-07T00:00:00	52	66	24	14	6	10	13	93	83	83	43	39	24	85	53	45	13	69	64	11	30	47	39	72	46	-0.055178
ZRAN	1998-08-14T00:00:00	19	66	14	11	6	8	8	66	81	81	20	39	24	25	53	45	12	70	64	7	30	47	39	72	46	0.0084
ZRAN	1998-08-21T00:00:00	19	66	3	11	6	44	82	41	79	79	2	39	24	44	53	45	12	70	64	64	30	47	39	72	46	0.008132
ZRAN	1998-08-28T00:00:00	19	66	10	11	6	45	75	64	75	75	13	39	24	32	53	45	12	70	64	61	30	47	39	72	46	-0.114696
ZRAN	1998-09-04T00:00:00	19	66	3	11	6	16	16	80	60	60	2	39	24	45	53	45	12	70	64	15	30	47	39	72	46	-0.111111
ZRAN	1998-09-11T00:00:00	19	66	9	11	6	19	27	66	58	58	14	39	24	29	53	45	12	70	64	22	34	48	43	72	46	0.02075
ZRAN	1998-09-18T00:00:00	19	66	4	11	52	11	11	11	69	69	4	39	24	40	53	45	12	70	64	10	30	39	33	72	46	0.143032
ZRAN	1998-09-25T00:00:00	19	66	6	11	45	7	6	23	65	65	7	39	24	36	53	45	12	70	64	6	20	35	38	72	46	0.017784
ZRAN	1998-10-02T00:00:00	19	66	2	11	57	7	5	67	63	63	1	39	24	45	53	45	12	70	64	5	22	38	36	72	46	-0.105263
ZRAN	1998-10-09T00:00:00	19	66	7	11	45	10	14	73	59	59	9	39	24	35	53	45	12	70	64	11	26	41	13	72	46	-0.117647
ZRAN	1998-10-16T00:00:00	19	66	3	11	58	14	30	22	65	65	2	39	24	43	53	45	12	70	64	20	21	55	11	72	46	0.166667
ZRAN	1998-10-23T00:00:00	19	66	20	11	9	16	28	2	83	83	39	39	24	11	53	45	12	70	64	21	11	53	17	72	46	0.371429
ZRAN	1998-10-30T00:00:00	19	66	6	11	47	13	19	3	81	81	11	39	24	34	53	45	12	70	64	15	9	55	16	72	46	0.145833
ZRAN	1998-11-06T00:00:00	19	66	16	10	14	15	26	4	79	79	32	39	24	15	53	45	12	70	64	19	9	48	17	72	46	0.157527
ZRAN	1998-11-13T00:00:00	19	66	15	11	16	24	71	48	80	80	25	39	24	16	53	45	12	70	64	47	11	56	17	72	46	-0.109952
ZRAN	1998-11-20T00:00:00	44	66	21	43	7	25	69	5	80	80	65	39	24	91	53	45	11	100	64	46	9	50	37	72	46	0.176479
ZRAN	1998-11-27T00:00:00	44	66	7	43	41	20	37	13	79	79	46	39	24	92	53	45	11	100	64	26	8	49	35	72	46	0.025081
ZRAN	1998-12-04T00:00:00	36	9	2	43	23	20	30	8	78	78	37	52	24	55	53	45	11	100	64	23	8	50	34	72	46	0.038984
ZRAN	1998-12-11T00:00:00	36	9	11	43	7	28	65	26	76	76	57	52	24	55	53	45	11	100	64	46	8	45	33	72	46	-0.018817
ZRAN	1998-12-18T00:00:00	36	9	18	43	3	69	98	27	74	74	69	52	24	55	53	45	11	100	64	88	7	42	29	72	46	0.004823
ZRAN	1998-12-25T00:00:00	36	7	12	43	5	80	99	3	77	77	60	49	24	55	53	45	11	99	64	93	7	47	26	72	46	0.180914
ZRAN	1999-01-01T00:00:00	36	6	10	43	7	85	100	4	71	71	56	48	24	55	1	45	11	99	64	95	7	47	26	72	46	0.129101
ZRAN	1999-01-08T00:00:00	36	7	4	43	17	80	92	52	72	72	45	50	24	54	2	45	11	99	64	89	8	53	30	72	46	-0.085712
ZRAN	1999-01-15T00:00:00	36	9	12	43	5	87	99	91	74	74	87	52	24	54	3	45	11	100	64	95	5	56	36	72	46	-0.109403
ZRAN	1999-01-22T00:00:00	36	8	12	43	5	88	96	72	71	71	87	52	24	54	4	45	11	100	64	94	4	64	41	72	46	0.008737
ZRAN	1999-01-29T00:00:00	36	5	18	43	3	93	96	3	85	85	96	46	24	54	2	45	11	99	64	96	3	63	36	72	46	0.378274
ZRAN	1999-02-05T00:00:00	36	6	12	43	4	92	93	26	86	86	88	47	24	54	3	45	11	99	64	94	3	68	33	72	46	-0.09146
ZRAN	1999-02-12T00:00:00	35	6	9	43	6	93	88	40	86	86	84	48	24	54	2	45	11	99	64	92	2	70	35	72	46	-0.03475
ZRAN	1999-02-19T00:00:00	35	5	18	44	2	96	98	37	85	85	98	47	24	54	3	45	11	99	64	98	2	70	35	72	46	0.014418
ZRAN	1999-02-26T00:00:00	35	5	18	44	2	98	99	19	84	84	97	47	24	54	3	45	11	99	64	99	3	79	35	72	46	0.021277
ZRAN	1999-03-05T00:00:00	35	6	18	44	2	96	82	53	82	82	97	47	24	54	5	45	11	99	64	92	5	75	44	72	46	-0.03475
ZRAN	1999-03-12T00:00:00	36	6	10	44	6	88	40	77	81	81	85	48	24	54	5	45	11	99	64	68	5	75	45	72	46	-0.035915
ZRAN	1999-03-19T00:00:00	36	6	2	44	20	89	46	49	80	80	67	47	24	55	8	45	11	99	64	71	4	69	44	72	46	0.018626
ZRAN	1999-03-26T00:00:00	36	6	3	44	15	98	98	80	79	79	75	48	24	56	23	45	11	99	64	99	3	65	45	72	46	-0.062242
ZRAN	1999-04-02T00:00:00	45	4	8	85	10	97	91	26	78	78	87	47	24	35	28	45	12	98	64	96	4	61	44	72	46	0.062436
ZRAN	1999-04-09T00:00:00	46	4	8	85	9	96	83	47	60	60	87	47	24	34	28	45	12	98	64	92	3	54	48	72	46	-0.007324
ZRAN	1999-04-16T00:00:00	46	4	10	85	9	97	89	59	54	54	86	48	24	29	21	45	12	99	64	95	2	56	48	72	46	-0.007378
ZRAN	1999-04-23T00:00:00	46	5	8	84	11	97	89	60	50	50	81	48	24	28	42	45	12	99	64	96	1	54	52	72	46	0.007433
ZRAN	1999-04-30T00:00:00	48	8	19	84	3	95	72	100	83	83	98	57	24	28	91	45	12	100	64	87	1	82	44	72	46	-0.359289
ZRAN	1999-05-07T00:00:00	47	7	8	84	10	92	43	86	84	84	82	55	24	28	93	45	12	99	64	71	1	76	41	72	46	0.121393
ZRAN	1999-05-14T00:00:00	48	7	2	85	20	93	61	90	83	83	78	55	24	30	90	45	12	100	64	81	1	80	47	72	46	0
ZRAN	1999-05-21T00:00:00	29	7	1	22	10	88	35	70	82	82	56	56	24	31	94	45	13	81	64	64	1	84	47	72	46	-0.015465
ZRAN	1999-05-28T00:00:00	29	9	1	22	13	92	67	99	83	83	52	59	24	31	99	45	13	82	64	83	1	87	52	72	46	-0.151797
ZRAN	1999-06-04T00:00:00	29	12	1	23	8	89	59	99	83	83	58	61	24	30	99	45	13	82	64	77	1	84	53	72	46	-0.123407
ZRAN	1999-06-11T00:00:00	29	9	1	23	6	86	42	35	86	86	64	58	24	31	99	45	13	81	64	66	1	86	51	72	46	0.169005
ZRAN	1999-06-18T00:00:00	29	6	1	23	20	84	46	2	92	92	38	52	24	31	97	45	13	80	64	67	1	84	56	72	46	0.3795
ZRAN	1999-06-25T00:00:00	29	5	1	23	21	26	2	1	93	93	36	49	24	31	92	45	13	79	64	11	2	83	59	72	46	0.161497
ZRAN	1999-07-02T00:00:00	29	4	1	23	3	34	4	5	92	92	73	49	24	31	98	45	13	79	64	16	3	80	61	72	46	0.071461
ZRAN	1999-07-09T00:00:00	29	4	1	23	21	33	3	12	90	90	36	49	24	31	98	45	13	79	64	14	3	79	61	72	46	0.010526
ZRAN	1999-07-16T00:00:00	29	4	1	23	2	31	4	6	89	89	74	47	24	29	93	45	13	79	64	14	3	78	63	72	46	0.118083

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