Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

train · 3.79M rows

symbol string	datetime string	over_shorted float64	over_shorted_chg float64	short_interest float64	number_of_shares float64	short_percentage float64	short_prediction float64	days_to_cover float64	market_cap float64	total_revenue float64	volume float64
ZEPP	2018-03-16	0.341	0.147	890,363	11,604,512	0.742	0.401	0.153	504.100006	94,227,960	40,301.148438
ZEPP	2018-03-23	0.384	0.043	890,363	11,603,464	0.742	0.357	0.319	495.700012	99,799,344	32,107.849609
ZEPP	2018-03-30	0.35	-0.034	982,435.9375	11,603,951	0.754	0.404	0.263	493.399994	105,370,720	227,284.125
ZEPP	2018-04-06	0.395	0.044	982,435.9375	11,605,480	0.755	0.36	0.555	448.899994	105,370,720	36,871.449219
ZEPP	2018-04-13	0.416	0.021	1,156,897	11,603,175	0.779	0.363	0.226	438.600006	105,370,720	12,886.5
ZEPP	2018-04-20	0.447	0.031	1,156,897	11,605,456	0.779	0.333	0.81	442.399994	105,370,720	12,836.150391
ZEPP	2018-04-27	0.403	-0.043	1,156,897	11,603,774	0.78	0.376	0.433	418.200012	105,370,720	33,974.246094
ZEPP	2018-05-04	0.395	-0.008	1,137,843	11,603,671	0.778	0.383	0.227	429.799988	99,535,240	17,987
ZEPP	2018-05-11	0.426	0.031	1,137,843	11,604,321	0.779	0.353	0.171	440.5	93,699,760	10,300.049805
ZEPP	2018-05-18	0.399	-0.027	895,939	11,605,579	0.743	0.344	0.307	424.299988	87,864,280	32,281.199219
ZEPP	2018-05-25	0.37	-0.029	895,939	11,603,773	0.743	0.372	0.775	516.599976	82,028,800	126,482.601563
ZEPP	2018-06-01	0.329	-0.041	831,821	11,603,449	0.729	0.4	0.276	538.400024	83,905,008	79,003.5625
ZEPP	2018-06-08	0.265	-0.064	831,821	11,605,504	0.729	0.464	0.412	556.599976	85,781,208	108,323.507813
ZEPP	2018-06-15	0.255	-0.01	783,890	11,605,150	0.717	0.462	0.616	540.799988	87,657,416	271,709.09375
ZEPP	2018-06-22	0.22	-0.035	783,890	11,603,642	0.717	0.497	0.245	497.100006	89,533,616	138,546.953125
ZEPP	2018-06-29	0.24	0.02	783,890	11,604,061	0.717	0.477	0.402	457.200012	91,409,824	95,191.601563
ZEPP	2018-07-06	0.287	0.048	729,526	11,605,579	0.696	0.409	0.256	424.299988	93,286,024	42,420.125
ZEPP	2018-07-13	0.244	-0.043	729,526	11,603,773	0.696	0.452	0.452	442.799988	95,162,232	78,086.453125
ZEPP	2018-07-20	0.333	0.089	766,055	11,603,467	0.701	0.368	0.28	428.399994	97,038,440	35,354.449219
ZEPP	2018-07-27	0.327	-0.006	766,055	11,605,456	0.7	0.373	0.178	442.399994	98,914,640	26,622.650391
ZEPP	2018-08-03	0.295	-0.032	732,811	11,603,467	0.695	0.4	0.507	428.399994	100,790,848	36,680.601563
ZEPP	2018-08-10	0.297	0.002	732,811	11,604,265	0.697	0.4	0.687	489.700012	102,667,048	61,573.550781
ZEPP	2018-08-17	0.343	0.045	904,424	11,604,730	0.739	0.397	0.461	480.899994	104,543,256	47,945.300781
ZEPP	2018-08-24	0.326	-0.017	904,424	11,603,686	0.739	0.413	0.445	503.600006	106,419,456	73,295.203125
ZEPP	2018-08-31	0.347	0.021	694,408	11,605,192	0.69	0.343	0.374	509.700012	109,565,136	17,232.599609
ZEPP	2018-09-07	0.302	-0.045	694,408	11,605,670	0.69	0.388	0.386	450.299988	112,710,816	19,227.6875
ZEPP	2018-09-14	0.306	0.004	694,408	11,603,536	0.691	0.384	0.398	459.5	115,856,496	19,140.75
ZEPP	2018-09-21	0.217	-0.089	479,670.03125	11,604,967	0.615	0.398	0.596	495.299988	119,002,176	18,295.099609
ZEPP	2018-09-28	0.249	0.032	479,670.03125	11,605,142	0.615	0.366	0.639	496.700012	122,147,856	19,930.300781
ZEPP	2018-10-05	0.214	-0.035	427,144	11,604,128	0.589	0.375	1.431	494.799988	125,293,536	24,730.849609
ZEPP	2018-10-12	0.219	0.004	427,144	11,603,175	0.589	0.37	0.531	438.600006	128,439,216	28,789.900391
ZEPP	2018-10-19	0.179	-0.04	310,905	11,603,671	0.505	0.326	0.597	429.799988	131,584,896	9,413.900391
ZEPP	2018-10-26	0.145	-0.033	310,905	11,605,648	0.504	0.359	2.408	443.799988	134,730,576	9,267.599609
ZEPP	2018-11-02	0.142	-0.004	291,584	11,604,630	0.494	0.353	1.453	461.399994	137,876,256	10,750.950195
ZEPP	2018-11-09	0.154	0.012	291,584	11,603,971	0.496	0.342	0.657	444.200012	141,021,936	8,106.700195
ZEPP	2018-11-16	0.132	-0.022	268,760	11,605,263	0.473	0.341	0.712	441	144,167,616	16,609.449219
ZEPP	2018-11-23	0.18	0.048	268,760	11,603,344	0.474	0.294	0.579	458.100006	147,313,296	32,765.75
ZEPP	2018-11-30	0.022	-0.158	190,371.015625	11,605,461	0.388	0.366	2.089	493	150,458,976	72,129.398438
ZEPP	2018-12-07	0.007	-0.015	190,371.015625	11,605,288	0.388	0.381	0.949	491.600006	151,857,696	30,528.876953
ZEPP	2018-12-14	-0.006	-0.013	190,371.015625	11,605,368	0.388	0.394	1.091	467	153,256,400	20,896
ZEPP	2018-12-21	-0.046	-0.04	153,564	11,604,712	0.338	0.384	17.752001	443.299988	154,655,120	14,714.25
ZEPP	2018-12-28	-0.004	0.042	153,564	11,603,677	0.338	0.342	2.344	454.399994	156,053,824	10,595.811523
ZEPP	2019-01-04	0.097	0.101	236,884.984375	11,603,634	0.449	0.352	1.003	472.5	157,452,544	7,544.937988
ZEPP	2019-01-11	0.043	-0.053	236,884.984375	11,604,515	0.448	0.405	1.038	473	158,851,248	13,999.099609
ZEPP	2019-01-18	0.02	-0.023	187,919.015625	11,604,187	0.378	0.358	1.958	476.700012	160,249,968	11,011.950195
ZEPP	2019-01-25	0.025	0.005	187,919.015625	11,604,651	0.378	0.352	1.064	499	161,648,672	15,332.5
ZEPP	2019-02-01	0.023	-0.002	173,134	11,604,010	0.361	0.338	3.158	555.599976	163,047,392	39,639.699219
ZEPP	2019-02-08	-0.022	-0.045	173,134	11,603,593	0.361	0.383	1.739	607.099976	164,446,096	44,908.800781
ZEPP	2019-02-15	-0.069	-0.047	172,402	11,603,870	0.368	0.437	2.228	683.700012	165,844,816	53,861.199219
ZEPP	2019-02-22	-0.111	-0.042	172,402	11,604,810	0.368	0.479	1.352	781.700012	167,243,520	114,871.75
ZEPP	2019-03-01	-0.158	-0.047	172,402	11,604,145	0.369	0.527	2.113	884.700012	168,642,240	90,536.898438
ZEPP	2019-03-08	-0.223	-0.065	153,370	11,604,650	0.338	0.561	2.121	698.599976	170,040,944	119,236.796875
ZEPP	2019-03-15	-0.186	0.038	261,543.015625	15,105,383	0.401	0.587	1.785	931.700012	171,439,664	132,777.25
ZEPP	2019-03-22	-0.218	-0.032	261,543.015625	15,105,087	0.402	0.62	2.117	819.299988	171,439,664	99,720.101563
ZEPP	2019-03-29	-0.113	0.105	261,543.015625	15,105,042	0.403	0.515	1.606	790.900024	171,439,664	47,944
ZEPP	2019-04-05	-0.157	-0.044	184,398	15,104,833	0.316	0.473	1.066	850.099976	171,439,664	29,125.050781
ZEPP	2019-04-12	-0.166	-0.009	184,398	15,105,762	0.315	0.482	2.047	828.400024	171,439,664	34,427.699219
ZEPP	2019-04-19	-0.158	0.008	198,656	15,105,746	0.335	0.493	0.757	757.099976	164,002,640	41,540.246094
ZEPP	2019-04-26	-0.201	-0.043	198,656	15,103,745	0.335	0.536	3.306	596.900024	156,565,600	328,884.9375
ZEPP	2019-05-03	-0.288	-0.087	166,144.984375	15,103,956	0.307	0.595	3.387	595.700012	149,128,576	109,578.296875
ZEPP	2019-05-10	-0.274	0.014	166,144.984375	15,103,965	0.306	0.58	1.613	624.700012	141,691,552	175,142.046875
ZEPP	2019-05-17	-0.295	-0.021	139,498	15,105,127	0.283	0.578	3.184	589.099976	134,254,528	86,487.296875
ZEPP	2019-05-24	-0.312	-0.017	139,498	15,103,551	0.284	0.595	1.509	510.5	126,817,496	99,323.796875
ZEPP	2019-05-31	0.019	0.33	602,658	15,105,730	0.603	0.584	0.276	442.899994	119,380,464	103,683.125
ZEPP	2019-06-07	0.039	0.02	602,658	15,103,806	0.603	0.564	0.484	523.799988	111,943,440	118,488.046875
ZEPP	2019-06-14	0.045	0.006	602,658	15,106,094	0.604	0.559	0.404	555.299988	114,986,776	89,575.148438
ZEPP	2019-06-21	-0.046	-0.091	316,535	15,104,895	0.444	0.489	1.565	604.799988	118,030,104	52,684.398438
ZEPP	2019-06-28	-0.058	-0.013	316,535	15,105,000	0.444	0.502	0.616	604.200012	121,073,440	56,026.753906
ZEPP	2019-07-05	0.119	0.177	549,866	15,104,687	0.576	0.457	0.205	606	124,116,768	41,482.4375
ZEPP	2019-07-12	0.086	-0.033	549,866	15,104,662	0.576	0.49	0.715	635	127,160,104	43,904.148438
ZEPP	2019-07-19	0.03	-0.057	427,815	15,105,364	0.502	0.472	1.095	630.799988	130,203,440	52,619.5
ZEPP	2019-07-26	0.031	0.001	427,815	15,104,478	0.502	0.472	1.461	607.200012	133,246,768	52,676.246094
ZEPP	2019-08-02	0.055	0.025	422,289.96875	15,104,341	0.505	0.45	0.311	723.799988	136,290,096	131,348.453125
ZEPP	2019-08-09	0.002	-0.053	422,289.96875	15,105,364	0.506	0.504	0.589	630.799988	139,333,440	89,015.101563
ZEPP	2019-08-16	-0.024	-0.026	320,703	15,104,259	0.443	0.467	2.888	680.900024	142,376,768	48,076.050781
ZEPP	2019-08-23	-0.071	-0.048	320,703	15,105,780	0.443	0.514	0.614	585.5	145,420,096	108,638.648438
ZEPP	2019-08-30	0.028	0.099	418,105	15,105,953	0.506	0.479	0.93	598.799988	155,031,280	63,363.753906
ZEPP	2019-09-06	0.039	0.011	418,105	15,105,436	0.506	0.468	0.992	644.700012	164,642,464	42,601.1875
ZEPP	2019-09-13	0.037	-0.002	418,105	15,105,022	0.506	0.469	0.736	661.599976	174,253,664	38,900.199219
ZEPP	2019-09-20	0.103	0.067	459,702.03125	15,104,166	0.527	0.423	0.301	638	183,864,848	55,566.199219
ZEPP	2019-09-27	0.062	-0.041	459,702.03125	15,104,063	0.526	0.464	1.369	609.599976	193,476,032	36,994.949219
ZEPP	2019-10-04	0.079	0.017	392,137.96875	15,103,735	0.487	0.408	0.516	582.400024	203,087,216	25,575.099609
ZEPP	2019-10-11	0.026	-0.053	392,137.96875	15,104,637	0.487	0.461	1.138	534.099976	212,698,400	43,765.898438
ZEPP	2019-10-18	0.074	0.048	374,529	15,103,700	0.475	0.401	1.184	538.900024	222,309,600	37,796.199219
ZEPP	2019-10-25	0.085	0.011	374,529	15,103,938	0.475	0.389	0.588	552.200012	231,920,784	30,189.300781
ZEPP	2019-11-01	-0.013	-0.098	309,177	15,105,065	0.434	0.447	1.386	560.700012	241,531,968	46,187.449219
ZEPP	2019-11-08	0.039	0.053	309,177	15,105,528	0.435	0.396	0.586	601.200012	251,143,152	39,987.699219
ZEPP	2019-11-15	0.023	-0.017	316,588	15,105,042	0.447	0.424	0.903	719	260,754,336	180,003.296875
ZEPP	2019-11-22	-0.071	-0.094	316,588	15,104,271	0.447	0.518	1.039	608.400024	262,690,096	93,341.898438
ZEPP	2019-11-29	-0.025	0.046	316,588	15,104,259	0.447	0.471	0.626	680.900024	264,625,824	83,839
ZEPP	2019-12-06	-0.105	-0.081	235,608.984375	15,105,694	0.377	0.482	0.785	700.299988	266,561,584	74,676.296875
ZEPP	2019-12-13	-0.136	-0.031	235,608.984375	15,105,263	0.376	0.513	2.51	746.200012	268,497,344	85,615.796875
ZEPP	2019-12-20	-0.075	0.062	279,169	15,105,915	0.414	0.488	1.432	755.900024	270,433,088	95,414.953125
ZEPP	2019-12-27	-0.09	-0.015	279,169	15,104,341	0.413	0.503	0.97	723.799988	272,368,832	87,492.75
ZEPP	2020-01-03	-0.059	0.031	226,174	15,105,603	0.361	0.42	1.165	700.900024	274,304,576	139,212.875
ZEPP	2020-01-10	-0.13	-0.071	226,174	15,105,520	0.361	0.491	1.987	744.400024	276,240,320	100,247.101563
ZEPP	2020-01-17	-0.046	0.084	286,629	15,104,942	0.408	0.454	1.058	892.400024	278,176,064	100,118.601563
ZEPP	2020-01-24	-0.112	-0.066	286,629	15,105,264	0.408	0.52	9.835	975.799988	280,111,840	213,121.3125
ZEPP	2020-01-31	-0.069	0.042	338,649	15,105,811	0.457	0.526	1.497	842.299988	282,047,584	192,351.015625
ZEPP	2020-02-07	-0.038	0.031	338,649	15,104,961	0.457	0.495	0.511	791.5	283,983,328	84,202

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