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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 ⌀
AAAGY	2008-12-19T00:00:00	50	58	50	50	59	37	39	30	54	54	1	15	50	50	3	50	50	50	50	37	11	91	54	16	15	0.034302
AAAGY	2008-12-26T00:00:00	50	56	50	50	59	37	36	42	53	53	5	15	50	50	2	50	50	50	50	35	11	91	55	16	15	-0.019112
AAAGY	2009-01-02T00:00:00	50	57	50	50	57	87	100	72	50	50	27	15	50	50	3	50	50	50	50	96	12	91	46	16	15	0.017192
AAAGY	2009-01-09T00:00:00	50	61	50	50	59	88	100	63	48	48	2	15	50	50	4	50	50	50	50	96	9	90	47	13	15	-0.019718
AAAGY	2009-01-16T00:00:00	50	60	50	50	58	92	100	64	30	30	11	15	50	50	3	50	50	50	50	97	9	90	49	14	15	-0.041379
AAAGY	2009-01-23T00:00:00	50	58	50	50	55	88	95	50	28	28	16	15	50	50	2	50	50	50	50	95	8	89	49	14	15	-0.028777
AAAGY	2009-01-30T00:00:00	50	56	50	50	54	92	97	32	28	28	38	14	50	50	2	50	50	50	50	97	7	88	47	14	16	0.038272
AAAGY	2009-02-06T00:00:00	50	57	50	50	54	92	92	74	25	25	37	16	50	50	12	50	50	50	50	96	8	89	43	14	15	-0.027943
AAAGY	2009-02-13T00:00:00	50	57	50	50	54	93	86	37	23	23	20	15	50	50	11	50	50	50	50	94	7	88	45	13	16	0.009174
AAAGY	2009-02-20T00:00:00	50	55	50	50	54	91	82	30	22	22	23	14	50	50	12	50	50	50	50	91	7	89	42	13	16	-0.033333
AAAGY	2009-02-27T00:00:00	50	51	50	50	54	90	53	21	20	20	15	14	50	50	10	50	50	50	50	78	7	89	44	13	16	0.009404
AAAGY	2009-03-06T00:00:00	50	49	50	50	54	92	53	15	18	18	19	13	50	50	16	50	50	50	50	82	6	90	40	13	17	-0.008075
AAAGY	2009-03-13T00:00:00	50	51	50	50	55	90	48	47	15	15	6	14	50	50	21	50	50	50	50	74	6	91	38	13	16	0.024421
AAAGY	2009-03-20T00:00:00	50	50	50	50	55	90	56	54	15	15	38	14	50	50	29	50	50	50	50	78	6	92	40	13	15	0.008557
AAAGY	2009-03-27T00:00:00	50	51	50	50	54	91	69	59	14	14	37	15	50	50	26	50	50	50	50	85	6	91	41	13	16	0.045455
AAAGY	2009-04-03T00:00:00	50	54	50	50	54	83	43	71	14	14	22	15	50	50	33	50	50	50	50	64	5	90	35	13	16	0.004058
AAAGY	2009-04-10T00:00:00	50	56	50	50	53	87	63	64	13	13	13	15	50	50	48	50	50	50	50	79	5	90	34	12	16	0.016166
AAAGY	2009-04-17T00:00:00	50	59	50	50	54	89	71	77	13	13	10	16	50	50	52	50	50	50	50	83	6	91	39	12	16	-0.011364
AAAGY	2009-04-24T00:00:00	50	58	50	50	53	92	77	82	13	13	62	16	50	50	61	50	50	50	50	88	6	92	36	12	16	-0.031609
AAAGY	2009-05-01T00:00:00	50	62	50	50	54	94	84	79	12	12	12	16	50	50	63	50	50	50	50	92	7	93	40	13	16	-0.002967
AAAGY	2009-05-08T00:00:00	50	60	50	50	53	92	70	67	12	12	30	16	50	50	78	50	50	50	50	85	7	93	38	13	15	0.041667
AAAGY	2009-05-15T00:00:00	50	57	50	50	53	91	59	32	12	12	27	16	50	50	79	50	50	50	50	81	7	93	41	13	15	0.008
AAAGY	2009-05-22T00:00:00	50	58	50	50	53	91	54	30	12	12	18	16	50	50	82	50	50	50	50	80	7	92	40	13	15	0.040249
AAAGY	2009-05-29T00:00:00	50	59	50	50	53	88	36	45	12	12	22	16	50	50	83	50	50	50	50	66	18	95	63	12	16	0.016349
AAAGY	2009-06-05T00:00:00	50	61	50	50	53	87	36	70	11	11	21	16	50	50	87	50	50	50	50	66	20	95	64	13	16	-0.005362
AAAGY	2009-06-12T00:00:00	50	65	50	50	53	80	27	68	11	11	1	16	50	50	90	50	50	50	50	54	19	95	55	13	15	-0.008086
AAAGY	2009-06-19T00:00:00	50	61	50	50	52	72	21	68	11	11	15	17	50	50	91	50	50	50	50	44	17	97	56	12	15	-0.042935
AAAGY	2009-06-26T00:00:00	50	61	50	50	53	67	21	39	11	11	12	16	50	50	91	50	50	50	50	41	42	98	54	12	17	0.030664
AAAGY	2009-07-03T00:00:00	50	63	50	50	52	66	26	23	11	11	2	16	50	50	91	50	50	50	50	44	39	99	53	11	17	0.014325
AAAGY	2009-07-10T00:00:00	50	61	50	50	52	78	51	30	11	11	4	16	50	50	86	50	50	50	50	69	44	100	54	11	17	-0.016839
AAAGY	2009-07-17T00:00:00	50	64	50	50	53	81	61	64	10	10	2	16	50	50	88	50	50	50	50	75	44	69	24	9	11	0.013812
AAAGY	2009-07-24T00:00:00	50	65	50	50	55	77	53	72	10	10	2	17	50	50	93	50	50	50	50	68	47	73	23	9	11	0.008174
AAAGY	2009-07-31T00:00:00	50	66	50	50	55	67	35	78	10	10	1	17	50	50	96	50	50	50	50	51	8	58	15	11	79	-0.010811
AAAGY	2009-08-07T00:00:00	50	66	50	50	55	63	33	67	9	9	7	17	50	50	97	50	50	50	50	47	9	63	26	38	78	0.010383
AAAGY	2009-08-14T00:00:00	50	63	50	50	100	59	26	56	9	9	21	18	50	50	97	50	50	50	50	40	7	38	46	32	81	0
AAAGY	2009-08-21T00:00:00	50	66	50	50	100	67	47	61	9	9	7	18	50	50	97	50	50	50	50	58	8	41	42	31	80	0.011357
AAAGY	2009-08-28T00:00:00	50	64	50	50	100	74	64	61	9	9	22	18	50	50	96	50	50	50	50	72	11	33	48	37	80	-0.008021
AAAGY	2009-09-04T00:00:00	50	64	50	50	100	76	64	42	9	9	18	17	50	50	96	50	50	50	50	73	9	34	45	34	81	0.003774
AAAGY	2009-09-11T00:00:00	50	67	50	50	100	58	41	63	9	9	9	18	50	50	97	50	50	50	50	49	13	35	44	34	80	0.005371
AAAGY	2009-09-18T00:00:00	50	70	50	50	100	48	31	69	8	8	2	18	50	50	98	50	50	50	50	38	23	33	44	76	82	0.006944
AAAGY	2009-09-25T00:00:00	50	67	50	50	100	39	24	41	8	8	4	18	50	50	97	50	50	50	50	29	33	43	31	65	81	0.005305
AAAGY	2009-10-02T00:00:00	50	62	50	50	100	40	28	19	8	8	14	17	50	50	94	50	50	50	50	31	20	47	36	86	13	0.015831
AAAGY	2009-10-09T00:00:00	50	68	50	50	100	40	36	72	8	8	3	18	50	50	96	50	50	50	50	35	25	27	64	45	47	-0.012468
AAAGY	2009-10-16T00:00:00	50	66	50	50	100	37	33	50	8	8	8	18	50	50	97	50	50	50	50	32	25	45	75	52	7	0.020516
AAAGY	2009-10-23T00:00:00	50	61	50	50	100	37	32	6	20	20	27	17	50	50	95	50	50	50	50	32	9	77	72	36	35	0.118557
AAAGY	2009-10-30T00:00:00	50	59	50	50	100	41	43	6	18	18	23	16	50	50	86	50	50	50	50	40	10	85	73	34	36	-0.018433
AAAGY	2009-11-06T00:00:00	50	62	50	50	100	36	33	29	17	17	8	17	50	50	46	50	50	50	50	32	10	77	61	36	41	-0.002347
AAAGY	2009-11-13T00:00:00	50	60	50	50	100	32	27	35	16	16	20	17	50	50	35	50	50	50	50	27	7	72	58	38	25	0.017882
AAAGY	2009-11-20T00:00:00	50	57	50	50	100	38	47	21	16	16	19	17	50	50	25	50	50	50	50	41	7	77	62	40	25	0.019417
AAAGY	2009-11-27T00:00:00	50	59	50	50	100	50	71	19	16	16	4	17	50	50	29	50	50	50	50	63	8	76	60	43	25	0.002268
AAAGY	2009-12-04T00:00:00	50	56	50	50	100	37	33	38	15	15	14	17	50	50	23	50	50	50	50	33	10	83	58	36	31	0.020362
AAAGY	2009-12-11T00:00:00	50	58	50	50	100	41	42	49	15	15	16	17	50	50	21	50	50	50	50	40	13	85	51	35	36	-0.006652
AAAGY	2009-12-18T00:00:00	50	60	50	50	100	74	88	50	15	15	5	17	50	50	16	50	50	50	50	84	14	86	54	35	37	0
AAAGY	2009-12-25T00:00:00	50	62	50	50	100	81	94	86	17	17	18	17	50	50	23	50	50	50	50	92	10	86	62	30	48	-0.026786
AAAGY	2010-01-01T00:00:00	50	62	50	50	100	72	85	90	5	5	15	18	50	50	33	50	50	50	50	81	13	91	57	41	68	-0.022936
AAAGY	2010-01-08T00:00:00	50	59	50	50	100	72	80	53	8	8	27	17	50	50	25	50	50	50	50	79	16	94	62	36	65	0.056338
AAAGY	2010-01-15T00:00:00	50	61	50	50	100	77	87	44	8	8	15	17	50	50	23	50	50	50	50	85	15	97	64	35	75	0
AAAGY	2010-01-22T00:00:00	50	61	50	50	100	78	86	25	6	6	1	17	50	50	26	50	50	50	50	85	17	97	65	36	74	0
AAAGY	2010-01-29T00:00:00	50	61	50	50	100	76	76	31	5	5	13	17	50	50	26	50	50	50	50	79	17	96	61	25	75	-0.006667
AAAGY	2010-02-05T00:00:00	50	60	50	50	100	74	67	8	6	6	4	16	50	50	21	50	50	50	50	73	19	99	40	22	73	0.042058
AAAGY	2010-02-12T00:00:00	50	58	50	50	100	72	62	41	6	6	34	17	50	50	19	50	50	50	50	70	17	98	30	26	69	-0.007299
AAAGY	2010-02-19T00:00:00	50	61	50	50	100	58	32	74	5	5	14	17	50	50	25	50	50	50	50	44	17	97	33	24	67	-0.014273
AAAGY	2010-02-26T00:00:00	50	61	50	50	100	53	22	69	5	5	18	17	50	50	22	50	50	50	50	34	15	97	33	25	78	-0.008337
AAAGY	2010-03-05T00:00:00	50	63	50	50	100	63	45	78	4	4	29	17	50	50	21	50	50	50	50	55	18	97	38	31	67	0.011062
AAAGY	2010-03-12T00:00:00	50	65	50	50	100	66	50	73	3	3	16	18	50	50	24	50	50	50	50	60	22	97	31	31	71	0.002188
AAAGY	2010-03-19T00:00:00	50	67	50	50	100	74	72	74	3	3	6	18	50	50	27	50	50	50	50	78	22	97	31	30	77	-0.008297
AAAGY	2010-03-26T00:00:00	50	66	50	50	100	76	74	82	3	3	27	18	50	50	36	50	50	50	50	80	27	97	29	31	73	-0.020696
AAAGY	2010-04-02T00:00:00	50	67	50	50	100	86	89	53	3	3	10	18	50	50	41	50	50	50	50	91	27	92	28	31	74	0.022932
AAAGY	2010-04-09T00:00:00	50	69	50	50	100	79	74	81	3	3	8	18	50	50	43	50	50	50	50	80	30	89	27	26	77	-0.008791
AAAGY	2010-04-16T00:00:00	50	67	50	50	100	67	43	62	3	3	39	18	50	50	50	50	50	50	50	55	32	89	29	26	77	0.006652
AAAGY	2010-04-23T00:00:00	50	70	50	50	100	67	42	80	2	2	19	19	50	50	66	50	50	50	50	55	32	91	25	22	83	-0.001322
AAAGY	2010-04-30T00:00:00	50	71	50	50	100	56	27	70	3	3	20	19	50	50	72	50	50	50	50	39	26	91	25	20	84	-0.023379
AAAGY	2010-05-07T00:00:00	50	72	50	50	100	51	25	68	7	7	20	19	50	50	75	50	50	50	50	36	9	77	26	38	77	-0.087624
AAAGY	2010-05-14T00:00:00	50	74	50	50	100	48	23	90	5	5	23	19	50	50	72	50	50	50	50	33	9	61	12	36	81	-0.011881
AAAGY	2010-05-21T00:00:00	50	74	50	50	100	45	17	40	4	4	6	19	50	50	68	50	50	50	50	28	10	62	9	30	79	-0.008016
AAAGY	2010-05-28T00:00:00	50	73	50	50	100	49	31	79	4	4	14	19	50	50	73	50	50	50	50	38	8	43	9	25	75	-0.021212
AAAGY	2010-06-04T00:00:00	50	75	50	50	100	44	21	56	4	4	17	19	50	50	75	50	50	50	50	30	12	45	9	27	74	-0.029928
AAAGY	2010-06-11T00:00:00	50	72	50	50	100	38	28	62	3	3	11	19	50	50	76	50	50	50	50	31	20	53	9	29	74	0.01383
AAAGY	2010-06-18T00:00:00	50	74	50	50	100	31	22	72	3	3	5	19	50	50	76	50	50	50	50	24	15	58	7	35	72	0
AAAGY	2010-06-25T00:00:00	50	72	50	50	100	29	23	24	3	3	14	19	50	50	67	50	50	50	50	22	19	63	6	27	74	0.01574
AAAGY	2010-07-02T00:00:00	50	70	50	50	100	27	24	5	4	4	11	18	50	50	53	50	50	50	50	21	50	81	7	16	37	0.03564
AAAGY	2010-07-09T00:00:00	50	70	50	50	100	18	12	22	3	3	16	18	50	50	57	50	50	50	50	12	49	81	7	17	40	0.013466
AAAGY	2010-07-16T00:00:00	50	70	50	50	100	28	37	10	2	2	13	18	50	50	59	50	50	50	50	29	48	77	8	16	49	0.011319
AAAGY	2010-07-23T00:00:00	50	73	50	50	100	23	21	67	2	2	5	19	50	50	66	50	50	50	50	19	51	77	10	16	51	-0.007299
AAAGY	2010-07-30T00:00:00	50	69	50	50	100	24	30	42	2	2	25	18	50	50	69	50	50	50	50	24	54	68	12	16	56	0.014706
AAAGY	2010-08-06T00:00:00	50	70	50	50	100	24	33	30	2	2	20	18	50	50	66	50	50	50	50	26	54	60	10	17	53	0.030435
AAAGY	2010-08-13T00:00:00	50	69	50	50	100	24	24	55	4	4	22	18	50	50	61	50	50	50	50	21	41	69	12	22	53	-0.058134
AAAP	2015-11-20T00:00:00	21	28	34	25	94	76	75	58	65	65	17	46	50	17	38	13	59	37	47	78	87.5	47.5	92	60	71.5	-0.002375
AAAP	2015-11-27T00:00:00	21	28	30	25	94	76	75	15	65	65	7	45	50	17	38	13	59	19	47	79	87.5	47.5	92	60	71.5	0.051587
AAAP	2015-12-04T00:00:00	21	27	36	25	94	76	75	28	34	34	21	45	50	17	38	13	59	43	47	82	87.5	47.5	92	60	71.5	0
AAAP	2015-12-11T00:00:00	30	28	33	31	94	76	75	2	53	53	34	43	50	17	38	13	56	42	47	81	87.5	47.5	92	60	71.5	0.102264
AAAP	2015-12-18T00:00:00	30	27	29	31	94	76	75	2	46	46	34	41	50	17	38	13	56	27	47	80	87.5	47.5	92	60	71.5	0.094146
AAAP	2015-12-25T00:00:00	30	28	36	31	94	76	75	63	72	72	36	43	50	17	38	13	56	57	47	79	87.5	47.5	92	60	71.5	-0.066646
AAAP	2016-01-01T00:00:00	30	27	25	31	94	76	75	6	67	67	40	42	50	17	38	13	56	8	47	80	87.5	47.5	92	60	71.5	0.048274
AAAP	2016-01-08T00:00:00	30	27	28	31	94	76	75	64	76	76	51	43	50	17	38	13	56	21	47	78	87.5	47.5	92	60	71.5	-0.104573
AAAP	2016-01-15T00:00:00	30	28	33	31	94	54	47	75	78	78	60	44	50	17	38	13	56	45	47	49	87.5	47.5	92	60	71.5	-0.117857
AAAP	2016-01-22T00:00:00	30	28	23	31	94	65	73	19	82	82	60	42	50	17	38	13	56	2	47	72	87.5	47.5	92	60	71.5	0.12915
AAAP	2016-01-29T00:00:00	30	28	26	31	94	63	73	92	82	82	61	44	50	17	38	13	56	11	47	70	87.5	47.5	92	60	71.5	-0.107924
AAAP	2016-02-05T00:00:00	30	28	34	31	94	96	99	37	80	80	59	43	50	17	38	13	56	50	47	99	87.5	47.5	92	60	71.5	0.03537
AAAP	2016-02-12T00:00:00	30	28	36	31	94	99	100	64	77	77	58	43	50	17	38	13	56	56	47	100	87.5	47.5	92	60	71.5	-0.029115

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