Datasets:

paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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train · 3.72M 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
AAL	2016-10-07	0.201	-0.005	38,354,928	529,912,544	0.735	0.534	1.921	19,993.599609	10,558,461,952	6,590,354.5
AAL	2016-10-14	0.197	-0.004	38,354,928	529,914,560	0.735	0.537	2.79	20,481.199219	10,576,230,400	9,605,817
AAL	2016-10-21	0.205	0.007	36,602,480	518,125,248	0.733	0.529	2.066	20,673.199219	10,593,999,872	10,716,347
AAL	2016-10-28	0.194	-0.011	36,602,480	518,125,312	0.734	0.54	4.113	20,756.099609	10,549,277,696	7,170,427.5
AAL	2016-11-04	0.209	0.015	38,111,024	518,125,312	0.739	0.53	4.494	20,590.300781	10,504,555,520	6,597,649.5
AAL	2016-11-11	0.209	-0	38,111,024	518,124,832	0.739	0.53	5.345	22,243.099609	10,459,833,344	7,548,409.5
AAL	2016-11-18	0.235	0.026	35,992,576	518,125,856	0.726	0.49	4.314	23,968.5	10,415,111,168	8,692,191
AAL	2016-11-25	0.236	0	35,992,576	518,124,768	0.725	0.489	2.271	24,258.599609	10,370,388,992	5,004,969
AAL	2016-12-02	0.215	-0.021	34,234,256	518,125,792	0.715	0.501	3.621	23,885.599609	10,325,666,816	6,819,917
AAL	2016-12-09	0.221	0.006	34,234,256	518,124,512	0.715	0.494	3.284	25,719.699219	10,280,944,640	7,378,404
AAL	2016-12-16	0.197	-0.023	33,476,096	518,125,120	0.719	0.521	5.604	24,678.300781	10,236,222,464	7,383,128
AAL	2016-12-23	0.234	0.036	33,476,096	518,124,992	0.719	0.485	1.906	25,118.699219	10,191,500,288	3,981,344.75
AAL	2016-12-30	0.241	0.007	31,016,544	518,125,984	0.707	0.466	0.122	24,191.300781	10,146,778,112	3,788,938.75
AAL	2017-01-06	0.23	-0.011	31,016,544	518,125,984	0.707	0.477	3.209	23,942.599609	10,102,055,936	6,670,717
AAL	2017-01-13	0.212	-0.018	31,016,544	518,125,920	0.707	0.495	2.784	24,688.699219	10,057,333,760	5,627,751
AAL	2017-01-20	0.213	0.001	29,799,424	518,124,992	0.701	0.488	4.165	24,870	10,012,612,608	4,967,106.5
AAL	2017-01-27	0.199	-0.014	29,799,424	518,125,664	0.701	0.502	4.007	24,326	9,967,888,384	8,818,755
AAL	2017-02-03	0.203	0.004	28,344,768	518,124,384	0.687	0.483	4.478	22,901.099609	9,923,166,208	10,085,398
AAL	2017-02-10	0.209	0.006	28,344,768	518,124,864	0.686	0.477	3.729	24,066.900391	9,878,444,032	5,615,379.5
AAL	2017-02-17	0.199	-0.01	26,317,186	518,126,208	0.669	0.47	5.968	24,305.300781	9,833,721,856	6,217,692.5
AAL	2017-02-24	0.171	-0.028	26,317,186	504,155,168	0.675	0.504	5.909	23,332.300781	9,788,999,680	5,052,063
AAL	2017-03-03	0.223	0.052	28,773,456	504,154,208	0.693	0.47	3.153	23,604.5	9,770,667,008	6,439,064.5
AAL	2017-03-10	0.192	-0.032	28,773,456	504,154,880	0.694	0.502	2.951	22,132.400391	9,752,333,312	7,519,089
AAL	2017-03-17	0.187	-0.004	27,964,304	504,153,888	0.686	0.499	5.311	21,033.300781	9,733,999,616	10,064,202
AAL	2017-03-24	0.165	-0.022	27,964,304	504,155,296	0.687	0.522	4.145	21,038.400391	9,715,666,944	8,044,943.5
AAL	2017-03-31	0.182	0.017	31,839,808	504,153,664	0.712	0.53	5.029	21,325.699219	9,697,333,248	5,335,424.5
AAL	2017-04-07	0.214	0.032	31,839,808	504,154,464	0.712	0.498	4.392	21,078.699219	9,678,999,552	5,559,332.5
AAL	2017-04-14	0.208	-0.006	31,839,808	504,154,560	0.712	0.504	3.695	21,855.099609	9,660,666,880	7,604,043
AAL	2017-04-21	0.236	0.028	34,466,240	504,155,008	0.722	0.487	3.79	22,762.599609	9,642,334,208	5,487,658.5
AAL	2017-04-28	0.223	-0.013	34,981,472	492,587,968	0.726	0.504	5.852	20,994.099609	9,624,000,512	10,133,970
AAL	2017-05-05	0.284	0.062	34,981,472	492,588,192	0.727	0.443	2.448	21,925.099609	9,737,923,584	6,615,402.5
AAL	2017-05-12	0.223	-0.061	34,981,472	492,587,840	0.729	0.506	5.076	22,575.300781	9,851,846,656	6,932,464.5
AAL	2017-05-19	0.267	0.044	37,030,992	492,589,568	0.739	0.472	2.083	22,274.900391	9,965,769,728	6,086,488
AAL	2017-05-26	0.268	0.001	37,030,992	492,589,248	0.739	0.471	3.81	24,008.800781	10,079,692,800	4,549,659.5
AAL	2017-06-02	0.281	0.013	41,441,328	492,588,832	0.76	0.479	1.024	24,393	10,193,615,872	5,532,239
AAL	2017-06-09	0.275	-0.006	41,441,328	492,588,000	0.761	0.486	4.717	24,762.400391	10,307,538,944	6,153,442.5
AAL	2017-06-16	0.26	-0.015	37,244,848	492,588,640	0.74	0.48	6.478	24,033.400391	10,421,462,016	5,796,150.5
AAL	2017-06-23	0.265	0.005	37,244,848	492,588,928	0.741	0.476	3.48	23,954.599609	10,535,385,088	7,216,597
AAL	2017-06-30	0.262	-0.004	38,933,568	492,589,408	0.747	0.485	1.411	24,787.099609	10,649,308,160	5,061,161.5
AAL	2017-07-07	0.259	-0.003	38,933,568	492,589,120	0.747	0.488	5.241	26,122	10,763,231,232	5,420,603.5
AAL	2017-07-14	0.269	0.011	38,933,568	492,589,408	0.746	0.477	3.633	26,708.199219	10,877,154,304	5,475,731.5
AAL	2017-07-21	0.247	-0.022	35,884,528	492,589,120	0.729	0.482	2.163	25,570.300781	10,991,077,376	4,596,921
AAL	2017-07-28	0.236	-0.011	35,884,528	487,009,280	0.73	0.494	2.436	24,589.099609	11,105,000,448	6,710,235.5
AAL	2017-08-04	0.257	0.021	37,371,132	487,009,856	0.737	0.48	3.396	24,740.099609	11,087,538,176	4,402,556
AAL	2017-08-11	0.265	0.008	37,371,132	487,009,344	0.737	0.472	3.126	23,546.900391	11,070,076,928	4,672,803
AAL	2017-08-18	0.248	-0.017	36,448,672	487,009,920	0.734	0.487	4.008	22,183.300781	11,052,615,680	5,376,079.5
AAL	2017-08-25	0.228	-0.019	36,448,672	487,009,920	0.735	0.507	4.093	22,037.199219	11,035,153,408	7,065,751.5
AAL	2017-09-01	0.262	0.034	35,502,144	487,009,504	0.728	0.467	2.299	22,066.400391	11,017,692,160	5,201,231
AAL	2017-09-08	0.214	-0.048	35,502,144	487,009,184	0.728	0.515	1.432	21,233.599609	11,000,230,912	6,772,301
AAL	2017-09-15	0.226	0.012	35,414,268	487,008,704	0.723	0.497	2.916	22,402.400391	10,982,769,664	8,348,326.5
AAL	2017-09-22	0.186	-0.04	35,414,268	487,010,176	0.723	0.537	2.899	22,918.699219	10,965,307,392	5,480,067
AAL	2017-09-29	0.234	0.048	35,414,268	487,009,856	0.723	0.489	6.571	23,128.099609	10,947,846,144	6,104,905.5
AAL	2017-10-06	0.198	-0.036	34,464,624	487,009,728	0.718	0.52	1.198	24,983.599609	10,930,384,896	6,216,144
AAL	2017-10-13	0.22	0.022	34,464,624	487,009,504	0.718	0.498	2.871	25,665.400391	10,912,922,624	4,875,756.5
AAL	2017-10-20	0.245	0.025	32,293,280	487,009,440	0.711	0.466	4.339	25,290.400391	10,895,461,376	4,133,490
AAL	2017-10-27	0.196	-0.049	32,293,280	478,498,720	0.714	0.517	3.452	22,757.400391	10,878,000,128	6,488,040.5
AAL	2017-11-03	0.201	0.004	25,812,672	478,499,520	0.669	0.468	5.228	22,704.800781	10,861,706,240	4,160,299.5
AAL	2017-11-10	0.151	-0.05	25,812,672	478,498,496	0.67	0.519	4.026	21,924.800781	10,845,411,328	3,426,605.75
AAL	2017-11-17	0.194	0.043	24,357,616	478,499,680	0.665	0.47	6.301	22,676.099609	10,829,117,440	3,121,920.25
AAL	2017-11-24	0.203	0.008	24,357,616	478,498,752	0.664	0.461	8.982	23,235.900391	10,812,823,552	2,227,879
AAL	2017-12-01	0.202	-0.001	26,356,896	478,500,000	0.676	0.474	4.076	23,446.5	10,796,529,664	5,378,993.5
AAL	2017-12-08	0.237	0.035	26,356,896	478,498,624	0.676	0.439	1.802	24,413	10,780,235,776	4,081,651.5
AAL	2017-12-15	0.228	-0.009	26,604,496	478,499,776	0.675	0.447	5.897	24,432.199219	10,763,940,864	4,449,264.5
AAL	2017-12-22	0.222	-0.007	26,604,496	478,499,712	0.675	0.453	4.376	25,164.300781	10,747,646,976	4,195,941.5
AAL	2017-12-29	0.255	0.034	26,604,496	478,498,976	0.675	0.42	0.095	24,896.300781	10,731,353,088	2,537,044.25
AAL	2018-01-05	0.182	-0.073	22,952,512	478,499,520	0.653	0.471	4.61	25,193	10,715,059,200	3,921,094.25
AAL	2018-01-12	0.17	-0.012	22,952,512	478,498,368	0.653	0.482	2.756	27,977.800781	10,698,764,288	6,688,639
AAL	2018-01-19	0.17	-0	19,439,072	478,499,808	0.631	0.46	6.767	27,781.699219	10,682,470,400	3,888,329
AAL	2018-01-26	0.131	-0.039	19,439,072	478,498,240	0.631	0.499	5.959	25,393.900391	10,666,176,512	8,105,715
AAL	2018-02-02	0.136	0.004	19,566,800	478,499,072	0.628	0.492	7.316	24,929.800781	10,649,882,624	5,078,172
AAL	2018-02-09	0.106	-0.03	19,566,800	478,498,752	0.628	0.522	3.913	23,140.199219	10,633,588,736	6,267,892.5
AAL	2018-02-16	0.12	0.014	21,118,448	478,499,392	0.642	0.522	6.656	24,681	10,617,293,824	4,242,232.5
AAL	2018-02-23	0.131	0.011	21,118,448	473,139,168	0.646	0.515	4.923	25,260.900391	10,600,999,936	4,131,962
AAL	2018-03-02	0.112	-0.018	19,693,888	473,138,400	0.63	0.518	6.52	25,161.5	10,578,778,112	4,999,611.5
AAL	2018-03-09	0.131	0.019	19,693,888	473,138,944	0.631	0.5	3.327	26,528.900391	10,556,555,264	3,824,870.5
AAL	2018-03-16	0.169	0.038	21,916,704	473,138,976	0.653	0.484	5.991	26,211.900391	10,534,333,440	3,888,033.25
AAL	2018-03-23	0.134	-0.035	21,916,704	473,138,656	0.653	0.519	7.663	24,134.800781	10,512,111,616	4,007,775.75
AAL	2018-03-30	0.184	0.05	23,722,640	473,138,976	0.662	0.477	0.141	24,584.300781	10,489,889,792	3,350,695.75
AAL	2018-04-06	0.138	-0.047	23,722,640	473,137,792	0.663	0.526	6.181	23,794.099609	10,467,666,944	3,873,530.25
AAL	2018-04-13	0.149	0.011	21,176,706	473,139,328	0.642	0.493	7.215	21,702.900391	10,445,444,096	7,912,678.5
AAL	2018-04-20	0.127	-0.022	21,176,706	473,138,112	0.642	0.515	5.986	22,133.400391	10,423,222,272	6,350,434.5
AAL	2018-04-27	0.092	-0.034	21,176,706	468,152,064	0.645	0.553	4.812	20,317.800781	10,401,000,448	8,699,235
AAL	2018-05-04	0.108	0.016	24,087,328	468,152,128	0.667	0.559	3.608	20,065	10,496,538,624	5,673,991
AAL	2018-05-11	0.127	0.019	24,087,328	468,152,608	0.668	0.541	7.245	19,943.300781	10,592,076,800	7,073,895
AAL	2018-05-18	0.122	-0.005	25,757,552	468,153,504	0.679	0.556	4.975	20,308.5	10,687,614,976	5,630,974
AAL	2018-05-25	0.128	0.006	25,757,552	468,151,840	0.679	0.551	2.971	21,024.699219	10,783,154,176	5,222,232
AAL	2018-06-01	0.164	0.036	26,604,336	468,152,256	0.686	0.522	3.224	20,598.699219	10,878,691,328	6,000,506
AAL	2018-06-08	0.159	-0.005	26,604,336	468,153,536	0.686	0.528	4.126	20,182.099609	10,974,230,528	5,432,999
AAL	2018-06-15	0.197	0.038	28,629,536	468,152,928	0.698	0.502	3.632	20,022.900391	11,069,769,728	5,737,133
AAL	2018-06-22	0.155	-0.042	28,629,536	468,152,384	0.698	0.543	3.749	19,358.099609	11,165,307,904	6,003,687.5
AAL	2018-06-29	0.154	-0.001	28,629,536	468,153,312	0.698	0.545	2.163	17,771.099609	11,260,846,080	6,899,445
AAL	2018-07-06	0.125	-0.028	28,343,808	468,151,776	0.692	0.566	6.021	17,831.900391	11,356,384,256	4,717,876.5
AAL	2018-07-13	0.161	0.035	28,343,808	468,151,968	0.691	0.531	6.233	17,377.800781	11,451,923,456	11,480,613
AAL	2018-07-20	0.145	-0.016	29,109,600	468,152,032	0.69	0.545	3.773	17,733.599609	11,547,461,632	6,443,782.5
AAL	2018-07-27	0.126	-0.019	29,109,600	460,508,928	0.694	0.567	3.96	18,277.599609	11,642,999,808	7,945,571.5
AAL	2018-08-03	0.155	0.029	32,835,760	460,510,208	0.719	0.564	1.859	17,692.800781	11,636,538,368	5,696,778
AAL	2018-08-10	0.177	0.022	32,835,760	460,509,952	0.721	0.545	3.218	17,158.599609	11,630,076,928	4,968,872
AAL	2018-08-17	0.192	0.015	29,612,624	460,508,064	0.703	0.512	2.91	17,402.599609	11,623,615,488	5,153,363.5
AAL	2018-08-24	0.143	-0.049	29,612,624	460,510,048	0.703	0.561	2.579	17,877	11,617,154,048	5,841,564.5
AAL	2018-08-31	0.214	0.071	29,783,904	460,508,896	0.709	0.495	2.389	18,641.400391	11,610,692,608	6,175,750.5

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