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 ⌀
ZMX	2003-03-14T00:00:00	31	79	44	45	8	58	86	4	73	73	20	64	87	87	4	66	84	43	72	76	69	27	77	50	50	0.003472
ZMX	2003-03-21T00:00:00	32	80	43	45	7	50	69	23	72	72	25	65	87	87	5	67	83	60	72	61	71	23	66	50	50	0
ZMX	2003-03-28T00:00:00	26	83	46	55	7	40	48	28	72	72	6	65	82	90	4	86	82	10	74	43	69	18	59	50	50	0.00346
ZMX	2003-04-04T00:00:00	26	82	46	54	7	48	60	48	70	70	17	65	82	89	5	85	82	59	73	54	77	17	61	50	50	-0.001149
ZMX	2003-04-11T00:00:00	27	80	46	54	7	48	61	33	70	70	18	65	72	90	4	85	81	66	73	54	74	14	59	50	50	0.005754
ZMX	2003-04-18T00:00:00	27	82	46	54	7	61	86	65	68	68	9	65	72	90	4	86	81	24	73	76	72	22	65	50	50	0.002288
ZMX	2003-04-25T00:00:00	27	82	46	53	7	78	96	66	67	67	14	65	72	90	4	86	81	37	72	91	64	32	69	50	50	0
ZMX	2003-05-02T00:00:00	27	84	46	53	8	98	100	77	65	65	5	66	72	90	4	86	82	11	72	100	56	35	65	50	50	0.001142
ZMX	2003-05-09T00:00:00	26	83	46	55	8	98	100	76	63	63	17	66	73	89	5	61	82	49	62	100	58	37	67	50	50	0.00114
ZNGA	2011-12-23T00:00:00	37	1	24	79	9	55	50	68	50	50	17	13	47	1	44	49	26	98	84	51	49	47.5	64	45	45	-0.011579
ZNGA	2011-12-30T00:00:00	37	1	8	79	9	55	50	45	50	50	2	13	47	1	44	49	26	98	84	52	49	47.5	64	45	45	0.00213
ZNGA	2012-01-06T00:00:00	38	1	29	79	9	55	50	97	25	25	35	14	47	1	44	49	25	98	84	52	49	47.5	64	45	45	-0.063762
ZNGA	2012-01-13T00:00:00	38	1	6	79	9	55	50	84	17	17	1	14	47	1	44	49	25	98	84	52	49	47.5	64	45	45	0.00681
ZNGA	2012-01-20T00:00:00	38	1	17	79	9	55	50	69	17	17	18	14	47	1	44	49	25	98	84	53	49	47.5	64	45	45	0.024803
ZNGA	2012-01-27T00:00:00	38	1	24	79	9	55	50	9	53	53	33	13	47	1	44	49	25	98	84	51	49	47.5	64	45	45	0.105611
ZNGA	2012-02-03T00:00:00	37	1	29	79	9	55	50	2	93	93	47	11	47	1	44	49	25	98	84	52	49	47.5	64	45	45	0.332338
ZNGA	2012-02-10T00:00:00	37	1	14	78	9	55	50	8	92	92	13	11	47	1	44	49	25	97	84	52	49	47.5	64	45	45	-0.004481
ZNGA	2012-02-17T00:00:00	37	1	17	78	9	54	40	34	91	91	17	12	47	1	44	49	25	98	84	46	49	47.5	64	45	45	-0.030008
ZNGA	2012-02-24T00:00:00	37	1	8	78	9	56	47	47	90	90	2	12	47	1	44	49	25	98	84	51	49	47.5	64	45	45	0
ZNGA	2012-03-02T00:00:00	7	28	22	97	9	32	7	3	89	89	32	10	47	6	44	49	14	100	84	15	49	47.5	64	45	45	0.136118
ZNGA	2012-03-09T00:00:00	6	29	19	97	9	31	13	38	90	90	24	10	47	8	44	49	14	100	84	16	49	47.5	64	45	45	-0.054459
ZNGA	2012-03-16T00:00:00	7	30	14	97	9	30	22	85	89	89	14	11	47	15	44	49	13	100	84	20	49	47.5	64	45	45	-0.061915
ZNGA	2012-03-23T00:00:00	7	29	12	97	9	72	88	61	88	88	12	10	47	19	44	49	13	100	84	87	49	47.5	64	45	45	0.028396
ZNGA	2012-03-30T00:00:00	7	30	10	96	9	100	99	74	87	87	10	11	47	23	44	49	14	100	84	100	49	47.5	64	45	45	-0.018657
ZNGA	2012-04-06T00:00:00	7	31	12	96	9	99	98	94	88	88	15	11	47	19	44	49	14	100	84	100	49	47.5	64	45	45	-0.094297
ZNGA	2012-04-13T00:00:00	7	31	8	96	9	94	93	79	80	80	11	11	47	26	44	49	14	100	84	97	49	47.5	64	45	45	-0.005038
ZNGA	2012-04-20T00:00:00	6	35	11	96	9	90	88	100	89	89	18	13	47	21	44	49	13	100	84	93	49	47.5	64	45	45	-0.221941
ZNGA	2012-04-27T00:00:00	6	37	17	96	9	99	99	99	89	89	34	14	47	12	44	49	13	100	84	100	49	47.5	64	45	45	-0.075922
ZNGA	2012-05-04T00:00:00	6	37	5	97	9	93	90	90	87	87	5	14	47	34	44	49	14	100	84	95	49	47.5	64	45	45	-0.0223
ZNGA	2012-05-11T00:00:00	16	39	7	80	9	62	28	97	83	83	34	15	47	28	44	49	23	100	84	44	49	47.5	64	45	45	-0.102041
ZNGA	2012-05-18T00:00:00	16	39	13	81	9	75	49	78	79	79	30	15	47	18	44	49	23	100	84	63	49	47.5	64	45	45	-0.042781
ZNGA	2012-05-25T00:00:00	16	42	4	81	9	60	33	97	77	77	33	16	47	42	44	49	23	100	84	45	49	47.5	64	45	45	-0.076816
ZNGA	2012-06-01T00:00:00	16	42	21	81	9	23	19	97	73	73	84	17	47	7	44	49	23	100	84	19	49	47.5	64	45	45	-0.090772
ZNGA	2012-06-08T00:00:00	16	43	16	82	9	29	22	93	72	72	74	17	47	14	44	49	23	100	84	23	49	47.5	64	45	45	0.006656
ZNGA	2012-06-15T00:00:00	15	46	14	82	9	5	6	97	71	71	70	18	47	15	44	49	23	100	84	4	49	47.5	64	45	45	-0.080992
ZNGA	2012-06-22T00:00:00	16	44	8	81	9	4	4	45	79	79	49	17	47	27	44	49	23	100	84	3	49	47.5	64	45	45	0.079137
ZNGA	2012-06-29T00:00:00	15	47	9	81	9	5	5	97	71	71	51	18	47	25	44	49	23	100	84	3	49	47.5	64	45	45	-0.093333
ZNGA	2012-07-06T00:00:00	15	47	16	81	9	4	3	94	70	70	72	18	47	13	44	49	23	100	84	3	49	47.5	64	45	45	-0.014706
ZNGA	2012-07-13T00:00:00	15	51	3	81	9	6	7	97	70	70	35	19	47	42	44	49	24	100	84	5	49	47.5	64	45	45	-0.085821
ZNGA	2012-07-20T00:00:00	15	51	11	81	9	5	3	90	68	68	59	19	47	20	44	49	23	100	84	3	49	47.5	64	45	45	-0.020408
ZNGA	2012-07-27T00:00:00	14	66	4	81	9	3	3	100	91	91	39	25	47	40	44	49	24	100	84	2	49	47.5	64	45	45	-0.35625
ZNGA	2012-08-03T00:00:00	24	72	15	85	9	4	4	100	91	91	87	26	47	42	44	49	24	100	84	3	49	47.5	64	45	45	-0.119741
ZNGA	2012-08-10T00:00:00	23	66	29	85	9	3	3	86	92	92	100	26	47	4	44	49	24	100	84	2	49	47.5	64	45	45	0.084559
ZNGA	2012-08-17T00:00:00	23	68	19	84	9	5	14	74	91	91	94	26	47	24	44	49	24	100	84	8	49	47.5	64	45	45	0.016949
ZNGA	2012-08-24T00:00:00	23	66	14	84	1	4	4	15	92	92	89	24	47	11	44	49	24	100	84	3	63	7	64	31	92	0.09
ZNGA	2012-08-31T00:00:00	23	71	20	84	8	3	3	98	92	92	94	26	47	8	44	49	24	100	84	2	69	11	64	36	94	-0.143731
ZNGA	2012-09-07T00:00:00	23	69	22	85	6	3	3	85	91	91	96	26	47	7	44	49	24	100	84	2	68	14	64	42	94	0.028571
ZNGA	2012-09-14T00:00:00	23	67	23	85	5	3	4	26	92	92	97	25	47	7	44	49	24	100	84	3	65	8	68	66	89	0.104167
ZNGA	2012-09-21T00:00:00	23	67	19	85	10	1	1	13	91	91	92	25	47	9	44	49	24	100	84	1	63	6	69	59	90	0.018868
ZNGA	2012-09-28T00:00:00	23	69	25	85	3	1	1	92	91	91	98	26	47	6	44	49	24	100	84	1	60	6	71	61	90	-0.123457
ZNGA	2012-10-05T00:00:00	24	75	24	85	4	1	1	99	89	89	95	28	47	6	44	49	24	100	84	1	70	14	52	48	94	-0.126761
ZNGA	2012-10-12T00:00:00	24	74	29	85	2	2	2	93	88	88	100	28	47	4	44	49	24	100	84	1	58	34	75	37	89	-0.020161
ZNGA	2012-10-19T00:00:00	24	74	26	85	3	2	26	89	87	87	93	29	47	6	44	49	24	100	84	11	56	38	71	37	88	-0.012346
ZNGA	2012-10-26T00:00:00	16	74	29	44	2	2	3	88	86	86	60	29	47	3	44	49	20	100	84	2	56	35	72	36	88	-0.0375
ZNGA	2012-11-02T00:00:00	16	76	20	44	7	2	6	82	83	83	52	29	47	5	44	49	20	100	84	3	53	35	71	36	89	-0.004329
ZNGA	2012-11-09T00:00:00	15	77	26	43	2	2	45	93	81	81	72	30	47	2	44	49	20	100	84	19	48	58	85	44	85	-0.078261
ZNGA	2012-11-16T00:00:00	16	76	21	42	6	2	58	33	80	80	53	29	47	5	44	49	20	100	84	26	48	54	70	39	84	0.042453
ZNGA	2012-11-23T00:00:00	16	75	20	42	8	2	7	25	78	78	48	29	47	5	44	49	20	100	84	3	46	50	67	43	85	0.049774
ZNGA	2012-11-30T00:00:00	16	75	20	42	8	2	2	9	78	78	48	28	47	5	44	49	20	100	84	1	49	42	68	44	85	0.060345
ZNGA	2012-12-07T00:00:00	16	72	19	42	8	1	4	6	76	76	46	28	47	5	44	49	20	100	84	2	49	36	64	50	84	0.036585
ZNGA	2012-12-14T00:00:00	16	73	15	42	15	2	5	23	68	68	32	28	47	7	4	49	19	100	84	3	54	38	63	46	86	-0.003922
ZNGA	2012-12-21T00:00:00	16	77	19	42	8	2	5	85	71	71	45	29	47	5	34	49	20	100	84	2	42	23	74	44	86	-0.082677
ZNGA	2012-12-28T00:00:00	16	76	18	42	11	2	8	74	70	70	42	29	47	6	16	49	19	100	84	3	39	22	71	37	75	0
ZNGA	2013-01-04T00:00:00	16	76	13	42	20	2	6	16	78	78	1	28	47	7	15	49	19	100	84	3	38	28	86	38	66	0.128755
ZNGA	2013-01-11T00:00:00	16	74	24	43	3	3	33	40	77	77	23	28	47	8	14	49	19	100	84	15	38	33	85	41	60	-0.015209
ZNGA	2013-01-18T00:00:00	16	78	14	43	19	3	47	91	76	76	1	29	47	12	18	49	19	100	84	22	52	42	89	35	56	-0.054054
ZNGA	2013-01-25T00:00:00	16	74	28	43	2	4	75	78	75	75	46	29	47	5	7	49	19	100	84	37	34	22	88	37	51	0.016327
ZNGA	2013-02-01T00:00:00	16	76	16	43	15	6	83	17	76	76	4	28	47	10	3	49	19	100	84	42	40	24	82	39	55	0.068273
ZNGA	2013-02-08T00:00:00	16	65	28	42	2	6	78	1	90	90	43	25	47	5	2	49	19	100	84	38	68	35	65	28	87	0.289474
ZNGA	2013-02-15T00:00:00	16	67	25	42	2	4	21	24	90	90	31	26	47	6	3	49	19	100	84	10	72	44	69	30	86	-0.067055
ZNGA	2013-02-22T00:00:00	16	70	18	42	9	5	21	19	90	90	9	26	47	9	3	49	19	100	84	11	71	50	69	29	83	-0.003125
ZNGA	2013-03-01T00:00:00	26	69	26	35	2	8	75	10	89	89	71	25	47	6	2	49	18	100	84	39	81	44	76	30	75	0.075235
ZNGA	2013-03-08T00:00:00	26	69	23	35	3	7	55	8	88	88	68	25	47	7	2	49	18	100	84	26	83	57	69	31	81	0.040816
ZNGA	2013-03-15T00:00:00	26	67	26	35	2	5	13	14	88	88	79	25	47	6	2	49	18	100	84	6	81	58	69	30	77	0.014006
ZNGA	2013-03-22T00:00:00	27	70	27	34	2	6	22	84	88	88	81	26	47	6	2	49	18	100	84	11	70	58	73	32	74	-0.055249
ZNGA	2013-03-29T00:00:00	27	72	19	34	7	11	75	82	87	87	95	26	47	10	2	49	18	100	84	40	72	57	73	31	74	-0.017544
ZNGA	2013-04-05T00:00:00	26	69	23	34	4	46	99	13	86	86	97	25	47	11	2	49	18	100	84	76	84	81	39	36	86	0.056548
ZNGA	2013-04-12T00:00:00	27	71	15	34	17	38	95	74	85	85	78	26	47	13	2	49	18	100	84	69	82	69	37	45	86	-0.03662
ZNGA	2013-04-19T00:00:00	27	72	22	34	4	38	95	83	79	79	94	26	47	8	2	49	18	100	84	69	77	70	37	49	89	-0.067251
ZNGA	2013-04-26T00:00:00	27	72	20	35	5	48	98	55	77	77	90	26	47	10	2	49	18	100	84	76	74	69	38	49	89	0.050157
ZNGA	2013-05-03T00:00:00	33	73	22	42	3	50	96	89	77	77	96	27	47	25	2	49	15	100	84	76	80	74	42	50	91	-0.038806
ZNGA	2013-05-10T00:00:00	34	73	23	48	2	51	95	77	72	72	99	27	47	27	3	49	16	100	84	76	74	60	42	47	88	0.003106
ZNGA	2013-05-17T00:00:00	34	75	13	49	19	43	52	45	73	73	91	27	47	29	3	49	16	100	84	46	74	60	43	46	87	0.04644
ZNGA	2013-05-24T00:00:00	34	73	26	49	2	37	45	31	71	71	100	27	47	29	3	49	16	100	84	39	76	58	45	20	94	0.002959
ZNGA	2013-05-31T00:00:00	34	73	27	49	1	62	92	32	68	68	100	26	47	29	3	49	16	100	84	81	77	59	44	21	94	0.00295
ZNGA	2013-06-07T00:00:00	35	79	24	49	2	55	47	99	82	82	100	29	47	29	8	49	16	100	84	51	70	41	55	28	98	-0.164706
ZNGA	2013-06-14T00:00:00	35	79	17	50	8	39	29	93	80	80	97	29	47	29	8	49	16	100	84	31	53	30	72	64	98	-0.007042
ZNGA	2013-06-21T00:00:00	35	79	19	50	7	48	47	91	79	79	97	29	47	29	7	49	16	100	84	47	52	29	72	67	97	-0.039007
ZNGA	2013-06-28T00:00:00	35	77	28	50	1	30	25	64	79	79	100	29	47	36	9	49	16	100	84	24	52	30	71	68	97	0.02583
ZNGA	2013-07-05T00:00:00	35	74	14	50	15	33	27	6	88	88	95	26	47	35	7	49	16	100	84	26	38	11	80	86	93	0.233813
ZNGA	2013-07-12T00:00:00	35	74	14	50	16	42	49	15	88	88	93	27	47	32	8	49	16	100	84	44	39	12	79	86	93	0.020408
ZNGA	2013-07-19T00:00:00	35	76	19	50	7	42	50	50	88	88	96	27	47	32	16	49	16	100	84	45	44	20	90	70	91	-0.04
ZNGA	2013-07-26T00:00:00	35	79	13	48	18	36	62	93	88	88	90	29	47	32	57	49	16	100	84	50	53	19	91	79	88	-0.104167
ZNGA	2013-08-02T00:00:00	24	77	13	30	3	10	3	84	87	87	69	29	47	10	73	49	19	81	84	4	53	18	91	78	88	-0.003322
ZNGA	2013-08-09T00:00:00	24	76	14	28	3	14	4	69	86	86	67	30	47	11	82	49	18	81	84	7	54	19	90	79	87	0
ZNGA	2013-08-16T00:00:00	23	77	16	27	2	13	6	78	84	84	73	30	47	11	75	49	18	81	84	7	55	20	91	75	86	-0.033333
ZNGA	2013-08-23T00:00:00	23	79	8	27	6	16	10	81	83	83	53	30	47	15	72	49	18	81	84	11	54	19	91	75	86	-0.003448
ZNGA	2013-08-30T00:00:00	23	79	11	27	4	56	84	71	82	82	60	30	47	14	85	49	18	81	84	73	59	25	89	79	89	-0.020761
ZNGA	2013-09-06T00:00:00	24	76	12	27	4	55	84	15	82	82	66	29	47	13	68	49	18	81	84	73	56	23	88	78	90	0.067138
ZNGA	2013-09-13T00:00:00	24	78	2	27	19	41	65	24	74	74	29	29	47	19	61	49	18	81	84	53	58	20	86	77	92	0.019868

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