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 ⌀
ZM	2021-10-08T00:00:00	75	5	27	97	9	45	35	89	53	53	72	3	5	55	9	12	21	75	24	37	19	6	14	27	72	-0.046578
ZM	2021-10-15T00:00:00	75	6	23	97	13	39	38	48	55	55	70	3	5	55	8	12	21	75	25	37	25	7	20	21	69	0.044187
ZM	2021-10-22T00:00:00	75	6	31	97	4	32	24	26	57	57	75	3	5	55	8	12	21	75	26	25	27	6	23	27	57	0.04228
ZM	2021-10-29T00:00:00	75	6	34	97	3	19	8	43	54	54	77	3	5	54	12	12	21	75	25	11	27	7	24	26	56	-0.010556
ZM	2021-11-05T00:00:00	75	6	19	97	18	23	10	90	51	51	90	3	5	55	22	12	21	75	24	13	32	8	17	25	29	-0.036228
ZM	2021-11-12T00:00:00	76	5	29	97	7	23	8	90	47	47	98	3	5	56	37	12	21	75	23	12	26	8	23	26	41	-0.036759
ZM	2021-11-19T00:00:00	75	4	16	97	28	17	6	69	45	45	91	3	5	62	30	13	21	75	23	9	24	10	21	26	39	-0.014394
ZM	2021-11-26T00:00:00	77	3	22	94	16	18	8	93	52	52	94	4	5	61	43	16	23	77	21	11	5	3	28	43	50	-0.123717
ZM	2021-12-03T00:00:00	78	4	18	94	22	19	9	94	59	59	92	4	5	60	63	16	23	78	21	12	1	1	21	59	29	-0.164797
ZM	2021-12-10T00:00:00	79	4	19	94	18	19	18	91	58	58	93	5	5	61	71	14	23	78	23	16	2	1	25	59	29	0.007231
ZM	2021-12-17T00:00:00	78	4	18	94	19	21	43	34	61	61	93	4	5	61	66	13	23	78	23	29	1	2	25	50	43	0.078219
ZM	2021-12-24T00:00:00	78	4	17	94	22	20	34	75	59	59	92	4	5	61	72	8	22	78	23	24	1	4	24	42	39	-0.040503
ZM	2021-12-31T00:00:00	79	5	21	94	16	15	12	82	58	58	93	5	5	60	77	8	22	78	22	11	1	6	24	41	33	-0.040386
ZM	2022-01-07T00:00:00	79	5	15	94	25	14	11	86	56	56	86	5	5	57	79	8	22	78	21	10	1	3	22	47	27	-0.066935
ZM	2022-01-14T00:00:00	80	5	21	94	15	17	22	87	56	56	89	5	5	54	79	8	22	78	20	18	1	2	26	55	34	-0.069231
ZM	2022-01-21T00:00:00	80	5	26	94	10	12	9	77	54	54	92	5	5	53	77	8	22	78	20	9	1	1	42	53	35	-0.075507
ZM	2022-01-28T00:00:00	81	5	19	94	18	10	6	74	52	52	85	5	5	51	74	8	23	78	19	7	1	1	40	58	38	-0.026073
ZM	2022-02-04T00:00:00	81	5	17	94	21	9	5	79	51	51	82	6	5	64	64	8	22	78	18	6	2	2	38	59	31	0.002017
ZM	2022-02-11T00:00:00	81	5	16	94	22	14	26	82	47	47	82	6	5	64	69	8	22	78	18	18	2	2	44	60	30	-0.019847
ZM	2022-02-18T00:00:00	82	5	17	94	19	12	16	93	49	49	85	6	5	65	79	9	22	78	17	12	1	2	24	73	31	-0.101105
ZM	2022-02-25T00:00:00	82	6	19	95	18	12	15	86	44	44	88	6	5	66	77	9	22	79	17	12	1	5	23	84	35	-0.012917
ZM	2022-03-04T00:00:00	84	6	27	95	7	11	15	93	48	48	96	7	5	67	76	9	22	79	17	11	1	3	10	71	37	-0.130705
ZM	2022-03-11T00:00:00	86	8	34	78	3	11	13	94	48	48	100	7	5	64	81	10	21	83	15	10	1	5	13	57	44	-0.099321
ZM	2022-03-18T00:00:00	86	7	22	78	12	12	19	36	63	63	94	7	5	64	83	11	21	82	16	14	1	20	27	40	28	0.18508
ZM	2022-03-25T00:00:00	86	7	17	78	18	14	22	50	61	61	91	7	5	65	77	11	21	82	16	17	1	20	28	40	28	-0.02021
ZM	2022-04-01T00:00:00	86	6	27	78	9	12	18	23	61	61	97	7	5	64	65	11	22	82	16	13	1	15	27	33	46	0.035899
ZM	2022-04-08T00:00:00	86	6	32	78	4	11	16	73	60	60	99	7	5	60	59	11	22	82	16	12	1	15	33	31	40	-0.060329
ZM	2022-04-15T00:00:00	86	6	19	78	19	9	11	59	60	60	88	7	5	56	62	11	22	82	16	8	1	16	40	32	38	-0.00532
ZM	2022-04-22T00:00:00	86	6	17	78	22	10	13	76	59	59	94	7	4	54	64	11	22	82	16	10	1	21	45	30	32	-0.091923
ZM	2022-04-29T00:00:00	87	6	22	80	15	8	8	62	58	58	96	7	4	54	61	11	22	82	16	7	1	26	44	26	29	-0.00599
ZM	2022-05-06T00:00:00	88	6	30	81	6	7	7	67	56	56	99	7	4	65	51	11	22	83	16	6	1	26	44	24	32	-0.032038
ZM	2022-05-13T00:00:00	89	6	18	83	19	10	26	54	54	54	98	7	4	67	38	11	21	82	16	15	1	21	37	14	31	-0.015978
ZM	2022-05-20T00:00:00	89	6	20	83	18	9	22	77	53	53	99	8	4	68	44	12	21	82	16	12	1	22	35	15	31	-0.053775
ZM	2022-05-27T00:00:00	57	4	29	97	7	10	43	4	65	65	93	7	3	68	24	76	21	83	16	22	1	37	38	25	42	0.230444
ZM	2022-06-03T00:00:00	57	4	17	97	21	10	26	15	64	64	86	7	3	68	14	34	21	83	12	15	1	36	36	25	47	-0.009056
ZM	2022-06-10T00:00:00	57	4	34	97	4	10	35	9	63	63	97	7	3	68	9	35	21	83	12	20	1	39	33	25	40	-0.003199
ZM	2022-06-17T00:00:00	57	3	14	97	25	10	25	7	60	60	83	6	3	68	7	35	20	83	12	16	13	54	31	19	64	0.008527
ZM	2022-06-24T00:00:00	57	3	18	97	19	12	29	6	60	60	86	6	3	68	6	43	20	82	12	19	12	70	34	17	59	0.114909
ZM	2022-07-01T00:00:00	57	4	28	97	7	14	31	57	61	61	93	6	3	68	5	46	20	83	12	21	14	78	32	23	71	-0.095157
ZM	2022-07-08T00:00:00	57	3	24	97	11	19	37	13	61	61	90	6	3	65	4	46	20	82	12	28	16	77	28	24	72	0.079571
ZM	2022-07-15T00:00:00	58	5	32	97	5	17	27	91	66	66	96	7	3	63	6	46	20	83	12	21	20	82	32	26	73	-0.166528
ZM	2022-07-22T00:00:00	57	4	29	97	7	26	87	64	66	66	94	7	3	62	5	46	20	83	13	54	19	77	34	26	73	0.067101
ZM	2022-07-29T00:00:00	57	5	22	97	13	26	88	88	64	64	90	7	3	70	6	46	20	83	13	55	20	77	41	24	70	-0.025246
ZM	2022-08-05T00:00:00	57	4	27	97	8	29	91	28	61	61	92	7	3	71	5	46	20	83	13	60	24	73	33	18	69	0.096187
ZM	2022-08-12T00:00:00	58	5	13	97	26	35	97	79	60	60	56	7	3	72	6	46	19	83	14	68	35	91	32	11	82	-0.038032
ZM	2022-08-19T00:00:00	59	5	27	97	9	42	98	91	61	61	71	7	3	72	6	44	18	83	14	73	35	93	42	10	79	-0.09149
ZM	2022-08-26T00:00:00	47	7	14	85	23	34	67	98	65	65	57	8	3	77	13	46	21	89	10	49	45	91	40	13	70	-0.181809
ZM	2022-09-02T00:00:00	47	6	32	85	5	41	95	86	64	64	76	8	3	77	14	74	21	89	10	71	45	90	40	13	76	-0.007616
ZM	2022-09-09T00:00:00	48	6	31	85	5	25	23	82	63	63	73	8	5	77	15	73	21	89	10	21	43	89	40	13	74	0.022651
ZM	2022-09-16T00:00:00	48	7	23	85	12	28	29	70	61	61	64	8	5	77	17	72	21	89	10	25	41	89	42	12	73	-0.047688
ZM	2022-09-23T00:00:00	47	6	35	85	4	26	19	61	57	57	78	8	5	77	18	72	21	89	10	20	40	91	42	11	72	-0.053762
ZM	2022-09-30T00:00:00	48	6	21	85	14	32	65	60	56	56	62	8	5	77	17	72	21	89	10	45	40	91	45	12	72	-0.011551
ZM	2022-10-07T00:00:00	48	6	34	85	4	24	36	24	56	56	80	8	5	77	18	71	21	88	10	23	40	89	45	14	64	0.040766
ZM	2022-10-14T00:00:00	48	7	30	85	5	23	18	69	54	54	79	8	5	77	18	72	21	88	10	18	39	88	46	13	60	-0.056143
ZM	2022-10-21T00:00:00	48	6	14	85	22	16	6	9	61	61	55	8	5	77	16	72	21	88	10	9	40	83	59	18	41	0.12021
ZM	2022-10-28T00:00:00	47	6	12	84	25	17	9	22	58	58	51	8	5	77	18	72	21	88	11	11	43	83	72	17	32	0.039886
ZM	2022-11-04T00:00:00	48	6	35	84	3	17	10	67	54	54	83	8	5	76	24	73	21	88	11	11	45	87	78	18	34	-0.080157
ZM	2022-11-11T00:00:00	48	5	30	84	5	18	14	16	58	58	75	8	6	79	16	74	19	87	11	13	57	90	96	21	35	0.140201
ZM	2022-11-18T00:00:00	48	6	12	84	24	20	26	73	59	59	54	8	5	79	20	73	19	87	11	21	69	96	93	36	30	-0.075634
ZM	2022-11-25T00:00:00	48	6	27	88	7	21	28	85	60	60	90	9	7	92	30	79	19	91	10	23	81	95	93	36	38	-0.076433
ZM	2022-12-02T00:00:00	48	6	19	88	14	24	44	89	59	59	85	9	7	93	39	96	19	91	11	32	79	95	94	34	41	-0.014456
ZM	2022-12-09T00:00:00	49	6	31	88	5	23	31	74	57	57	93	9	4	92	38	97	19	91	12	26	80	96	94	36	36	-0.028933
ZM	2022-12-16T00:00:00	49	6	12	88	24	29	78	71	56	56	81	9	4	92	28	95	19	91	12	53	80	97	93	39	36	-0.031874
ZM	2022-12-23T00:00:00	49	7	18	87	14	30	76	81	55	55	86	9	4	92	39	94	19	91	12	52	81	97	95	36	43	-0.056828
ZM	2022-12-30T00:00:00	49	7	21	87	11	26	37	60	54	54	89	9	4	93	34	94	19	91	12	29	81	96	94	41	48	0.028077
ZM	2023-01-06T00:00:00	49	7	23	87	9	35	78	55	53	53	90	9	4	93	49	95	19	90	12	57	79	95	91	44	49	0.026129
ZM	2023-01-13T00:00:00	49	7	26	88	6	31	37	74	51	51	90	10	4	94	45	94	19	91	12	31	81	96	90	45	54	-0.000288
ZM	2023-01-20T00:00:00	49	7	32	87	3	25	23	66	47	47	90	10	4	94	49	94	19	91	12	22	80	96	89	48	55	0.000144
ZM	2023-01-27T00:00:00	49	7	24	87	8	23	17	27	49	49	97	9	4	94	36	94	19	91	12	18	77	96	88	48	54	0.066906
ZM	2023-02-03T00:00:00	49	6	21	87	10	25	24	16	49	49	96	9	4	94	38	94	19	90	12	22	88	91	87	34	44	0.07269
ZM	2023-02-10T00:00:00	49	7	18	87	14	24	26	59	51	51	95	9	4	94	40	94	19	91	12	22	86	92	87	31	48	-0.06701
ZM	2023-02-17T00:00:00	49	6	30	87	4	24	21	28	50	50	100	9	4	94	44	93	19	90	13	21	85	91	87	32	53	0.025603
ZM	2023-02-24T00:00:00	49	6	14	86	19	25	25	53	49	49	94	9	4	93	32	93	19	90	13	22	68	85	88	39	39	-0.028643
ZM	2023-03-03T00:00:00	37	5	22	75	9	23	27	79	48	48	31	9	4	94	43	76	17	96	10	20	86	66	89	36	51	-0.042202
ZM	2023-03-10T00:00:00	37	5	18	75	11	18	12	62	45	45	30	9	3	93	57	54	17	96	10	9	84	74	91	25	52	-0.052111
ZM	2023-03-17T00:00:00	38	5	21	74	9	17	19	35	44	44	35	9	4	93	31	26	17	96	11	12	89	76	96	18	59	0.03084
ZM	2023-03-24T00:00:00	38	5	22	74	7	19	57	42	44	44	36	9	4	93	34	26	17	96	11	32	88	76	97	18	59	-0.002168
ZM	2023-03-31T00:00:00	38	5	18	73	10	23	71	14	45	45	32	9	4	94	29	26	15	96	11	46	82	76	97	22	52	0.069525
ZM	2023-04-07T00:00:00	38	5	14	73	16	20	50	45	44	44	28	9	4	95	29	26	15	96	11	29	82	76	96	25	54	-0.02695
ZM	2023-04-14T00:00:00	38	5	11	73	21	23	66	73	42	42	29	10	4	96	37	26	15	96	11	41	84	82	96	27	48	-0.032707
ZM	2023-04-21T00:00:00	38	5	26	73	4	23	50	90	45	45	32	10	4	96	50	26	15	97	11	34	85	79	96	29	49	-0.079424
ZM	2023-04-28T00:00:00	38	6	23	75	6	19	26	88	44	44	21	10	4	95	45	26	15	97	10	20	83	74	93	34	51	-0.039856
ZM	2023-05-05T00:00:00	38	6	8	77	26	23	36	54	44	44	2	10	4	94	40	27	15	96	10	28	87	82	96	41	51	0.032069
ZM	2023-05-12T00:00:00	38	5	27	79	4	30	57	43	42	42	22	10	4	94	36	28	15	96	10	42	86	81	95	43	49	0.004574
ZM	2023-05-19T00:00:00	39	5	13	80	15	31	57	15	48	48	8	10	4	94	30	28	15	96	10	43	86	87	95	48	47	0.089182
ZM	2023-05-26T00:00:00	47	5	20	94	8	36	81	55	49	49	69	10	5	88	19	37	15	91	14	58	86	87	88	47	42	-0.044688
ZM	2023-06-02T00:00:00	47	5	14	94	13	34	71	45	47	47	57	10	5	88	18	42	15	91	15	51	86	89	88	47	43	0.012374
ZM	2023-06-09T00:00:00	47	5	13	94	16	29	38	58	45	45	55	10	5	88	16	42	15	91	15	32	87	88	89	48	43	0.000745
ZM	2023-06-16T00:00:00	47	5	8	94	24	23	18	25	46	46	49	10	5	88	13	37	15	91	15	18	82	86	88	44	48	0.043491
ZM	2023-06-23T00:00:00	47	5	17	94	10	22	17	63	47	47	61	10	5	88	14	37	15	91	15	17	80	89	85	50	52	-0.049101
ZM	2023-06-30T00:00:00	47	5	22	94	5	28	33	54	43	43	69	10	5	89	14	33	15	91	16	29	76	89	69	37	80	0.018913
ZM	2023-07-07T00:00:00	47	5	26	94	4	30	40	82	43	43	72	10	5	90	17	33	15	91	16	32	78	91	76	35	78	-0.032557
ZM	2023-07-14T00:00:00	47	5	9	94	22	40	75	21	48	48	51	10	5	91	16	33	15	91	16	57	69	84	69	32	79	0.07492
ZM	2023-07-21T00:00:00	47	5	11	94	18	33	52	33	46	46	55	10	5	91	15	32	15	90	16	40	60	82	55	45	71	0.006233
ZM	2023-07-28T00:00:00	47	5	14	94	13	31	54	23	42	42	59	10	5	62	15	32	15	90	16	38	59	78	59	35	75	0.028861
ZM	2023-08-04T00:00:00	47	5	17	93	10	29	51	71	43	43	78	10	5	63	17	32	15	90	16	35	44	65	50	43	74	-0.055008
ZM	2023-08-11T00:00:00	45	5	12	93	17	36	71	75	44	44	76	10	5	64	21	32	15	90	16	55	49	62	51	47	75	-0.035621
ZM	2023-08-18T00:00:00	46	5	10	93	20	31	45	48	41	41	76	10	5	64	25	32	15	90	16	35	51	65	55	45	76	-0.004655
ZM	2023-08-25T00:00:00	68	6	13	87	13	31	43	27	40	40	97	10	3	47	32	18	13	87	14	33	48	67	49	41	76	0.02127
ZM	2023-09-01T00:00:00	67	5	18	87	8	26	24	12	42	42	85	10	10	47	25	25	13	87	16	21	49	66	41	42	68	0.05938

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