Datasets:

NickTheCoolst
/

pulseedge-trading-ai-v2

date date32	ticker string	Close float64	Volume float64	dollar_volume float64	ret_1 float64	ret_5 float64	ret_21 float64	ret_63 float64	ret_126 float64	ret_252 float64	dist_sma21 float64	dist_sma50 float64	dist_sma200 float64	sma50_sma200_ratio float64	vol_21 float64	vol_63 float64	vol_ratio_21_63 float64	hl_range_21 float64	volu_ratio_21 float64	fwd_ret_21 float64	fwd_ret_63 float64	fwd_rank_21 float64	fwd_rank_63 float64	fwd_excess_ret_21 float64	target_top_quintile_21 int32	days_to_next_fomc int16	days_to_next_cpi int16	breadth_pct_advancing float64	breadth_pct_above_sma50 float64	breadth_pct_above_sma200 float64	breadth_net_high_low float64	breadth_mcclellan_osc float64	breadth_pct_above_sma50_chg5 float64	breadth_pct_above_sma200_chg21 float64	vix float64	vix_chg5 float64	vix_chg21 float64	vix_term_spread float64	hyg_lqd_ratio float64	hyg_lqd_spread_ret1 float64	spy_tlt_ret1 float64	gld_usd_ret1 float64	fred_T10Y2Y float64	fred_T10Y3M float64	fred_T10Y3M_chg21 float64	fred_DFII10 float64	fred_T10YIE float64	fred_UNRATE float64	fed_net_liquidity float64	fed_net_liquidity_chg21 float64	credit_spread_diff float64	fred_DFF float64	fred_UMCSENT_lag21 float64	fred_NFCI float64	fred_STLFSI4 float64	fred_BAMLH0A0HYM2 float64	sector string	market_tier string
2000-01-02	1U1.DE	7.05	34,641	244,219.056607	0.021739	-0.007042	-0.084416	-0.117647	-0.388065	-0.374029	-0.027522	-0.081026	-0.259954	-0.194704	0.352652	0.600528	0.587139	0.038661	2.046914	0.241135	0.510638	0.852941	0.823529	0.214799	1	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	AIXA.DE	67.555	19,850	1,340,966.756058	-0.033548	0.022631	-0.027986	0.398509	0.552989	1.190497	-0.043875	0.036051	0.415222	0.365977	0.449476	0.591341	0.759968	0.034576	0.285249	0.362593	0.865147	0.970588	0.941176	0.336258	1	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Semiconductor industry	MidCap
2000-01-02	BN.PA	27.246735	3,382,058	92,150,036.792542	-0.01282	0.018519	0.006536	-0.014085	-0.083333	0.006536	0.025581	0.002578	-0.040765	-0.043232	0.185747	0.215122	0.863048	0.019085	0.821245	-0.060606	-0.025541	0.411765	0.382353	-0.086942	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Consumer Defensive	LargeCap
2000-01-02	BPE.MI	9.407412	90,800	854,192.971039	0.039993	0.087365	0.095039	0.057716	0.178185	0.619697	0.085277	0.095245	0.145678	0.046047	0.161869	0.125761	1.286094	0	2.345601	0.052627	-0.087003	0.735294	0.264706	0.026292	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	DEZ.DE	5.95	84,607	503,411.633862	0.011905	0.451219	0.214286	-0.027778	-0.132653	-0.163151	0.214522	0.146259	-0.061411	-0.181172	1.024773	0.69531	1.473624	0.049851	1.442592	-0.07563	-0.134454	0.323529	0.088235	-0.101966	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	DUE.DE	5.9	12,400	73,160.001183	0.026087	0.063063	0.097674	-0.026804	-0.024793	0.067873	0.051984	0.033248	-0.023583	-0.055002	0.265143	0.258379	1.025784	0.010925	1.583123	-0.069915	-0.127119	0.352941	0.117647	-0.096251	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	ERF.PA	1.04	310,000	322,399.988174	0.051567	0.07772	0.083333	0.475177	0.464789	0.513828	0.036348	0.159938	0.499315	0.292581	0.593339	0.549967	1.078667	0.039913	0.252639	0.164423	0.818269	0.823529	0.882353	0.138088	1	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Healthcare	LargeCap
2000-01-02	GBF.DE	17.616838	22,117	389,631.616114	0.005263	0.015957	0.032432	-0.077295	-0.217213	0.111758	0.053281	0.033673	-0.127892	-0.156301	0.39968	0.425867	0.938288	0.043657	1.252064	-0.136126	-0.21466	0.117647	0.029412	-0.162461	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	nan	MidCap
2000-01-02	GFC.PA	54.373821	6,939	377,299.945713	-0.005357	0.013649	-0.034662	-0.025372	-0.005357	0.10297	0.002915	-0.014421	0.009527	0.024298	0.369951	0.247785	1.492429	0.025964	0.132429	-0.017056	-0.055655	0.5	0.323529	-0.043391	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	HOT.DE	33.200001	1,290	42,828.000984	-0.084138	-0.064789	-0.102703	-0.125165	-0.273523	0.015291	-0.046303	-0.089882	-0.162932	-0.080264	0.731427	0.587796	1.244145	0.059669	0.052977	-0.216566	-0.141566	0	0.058824	-0.242902	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Construction	MidCap
2000-01-02	JEN.DE	16.700001	8,225	137,357.506275	0.02454	0.034056	0.02454	-0.144467	0.087948	-0.034682	0.02457	-0.01752	0.004904	0.022824	0.546394	0.423343	1.290362	0.032548	0.778409	0.341317	0.868263	0.941176	0.970588	0.314982	1	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	nan	MidCap
2000-01-02	JUN3.DE	3.5	12,300	43,050	0.019418	0.071429	0.055277	-0.12427	-0.311475	-0.117647	-0.000816	-0.031865	-0.189721	-0.163051	0.658417	0.448451	1.467876	0.03727	0.26653	-0.141905	-0.095238	0.088235	0.235294	-0.16824	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Intralogistics, Mechanical engineering	MidCap
2000-01-02	MB.MI	9.209523	2,291,362	21,102,351.500864	-0.04541	-0.032032	0.020042	-0.079924	-0.120909	-0.100465	-0.005972	0.001906	-0.074012	-0.075774	0.332146	0.276107	1.202525	0.030138	1.126481	-0.078594	-0.103413	0.294118	0.205882	-0.104929	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	NDA.DE	10.3	11,400	117,420.002174	0.019802	0.03	0.03	0.040404	0.05102	-0.084444	0.028482	0.019035	0.052153	0.032499	0.178877	0.217108	0.82353	0.016941	2.962321	-0.014563	0.097087	0.529412	0.676471	-0.040899	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Metals	MidCap
2000-01-02	PFV.DE	25.5	16,719	426,334.5	0.075949	0	-0.055556	-0.328947	-0.245562	-0.25	-0.002868	-0.124018	-0.248596	-0.142214	0.42697	0.407278	1.048091	0.032484	2.448048	0.25098	0.580392	0.882353	0.852941	0.224645	1	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	REC.MI	1.03625	154,000	159,582.499266	0.03625	0.042767	0.114247	0.090789	-0.041618	0.023457	0.082919	0.09312	0.004161	-0.081382	0.390913	0.361098	1.082268	0.028197	2.882299	-0.034982	0.314837	0.470588	0.764706	-0.061317	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	SBMO.AS	8.977717	130,541	1,171,960.207061	0.009655	0.06087	-0.051813	-0.2	-0.01745	0.039773	-0.006784	-0.07391	-0.106347	-0.035026	0.411993	0.416233	0.989575	0.036005	0.212052	0.04918	0.196721	0.705882	0.705882	0.022845	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	SIX2.DE	14.48	4,700	68,055.997849	-0.021622	-0.095	-0.034667	-0.241885	-0.564511	-0.525246	-0.024744	-0.126985	-0.429364	-0.346362	0.662675	0.592465	1.118316	0.053608	0.306772	0.018646	-0.012776	0.647059	0.470588	-0.007689	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	SPM.MI	11.343979	102,851	1,166,739.571976	0	-0.019126	-0.091139	-0.109181	-0.062663	0.052786	-0.011927	-0.050666	-0.087408	-0.038703	0.261979	0.358966	0.729613	0.031483	0.361107	-0.038997	0.337047	0.441176	0.794118	-0.065333	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	SZG.DE	9.4	1,700	15,979.999352	0.021739	0	0.13253	0.173533	0.18239	0.08046	0.042514	0.107655	0.160186	0.047426	0.349741	0.245276	1.425326	0.026777	0.103408	0.021277	-0.085106	0.676471	0.294118	-0.005059	0	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-02	TEP.PA	22.258085	334,079	7,435,958.86252	0.018817	0.002115	0.005839	0.458814	0.592437	0.762791	0.015645	0.11059	0.480625	0.333187	0.358324	0.408553	0.876841	0.027835	0.9061	0.258047	0.820581	0.911765	0.911765	0.231712	1	45	30	0.34	0.56	0.409091	0.045455	0	null	null	24.64	1.67	3.16	null	null	null	null	null	0.21	null	null	null	null	null	null	null	null	3.99	105.4	-0.165	0.276	null	Communication Services	LargeCap
2000-01-03	1U1.DE	7.15	10,216	73,044.400974	0.014184	0.036232	-0.071429	-0.138554	-0.379385	-0.389324	-0.010152	-0.061877	-0.247937	-0.198333	0.358038	0.595849	0.600786	0.040283	0.593756	0.286713	0.552448	0.929981	0.927435	0.25864	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-03	AA	97.246407	1,291,386	125,582,647.975662	-0.024849	0.036829	0.165617	0.297595	0.269608	1.194915	0.052703	0.181101	0.304354	0.104355	0.381584	0.327089	1.16625	0.030491	0.806235	-0.078764	-0.113514	0.274348	0.2317	-0.106837	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Materials	MidCap
2000-01-03	AB	29.75	259,300	7,714,175	-0.006263	-0.016529	-0.014493	0.099307	-0.077519	0.15534	-0.021056	-0.018273	0.03367	0.05291	0.237271	0.388799	0.610111	0.024126	2.482221	0.310924	0.386555	0.937619	0.882877	0.282852	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ABCB	8.713251	58,480	509,550.92514	0.011765	0.005848	-0.026415	-0.002898	-0.044444	0.021782	-0.01981	-0.016581	-0.038731	-0.022524	0.578409	0.393914	1.467989	0.034693	4.995566	-0.023256	-0.069767	0.464036	0.32718	-0.051329	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	SmallCap
2000-01-03	ABM	10.15625	241,600	2,453,750	-0.003067	-0.012158	-0.009146	-0.193548	-0.328512	-0.394786	-0.033902	-0.073256	-0.227106	-0.166012	0.296513	0.250699	1.182273	0.026902	1.344919	0.006154	0.175385	0.577976	0.791852	-0.021919	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	SmallCap
2000-01-03	ABT	15.711531	10,635,087	167,093,495.742662	-0.036145	-0.058823	-0.068607	-0.069767	-0.213483	-0.282051	-0.036382	-0.062267	-0.179951	-0.125499	0.569111	0.48534	1.17236	0.036019	0.867209	-0.055357	0.057143	0.352005	0.644176	-0.08343	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Health Care	Mega/Large
2000-01-03	ACGL	1.277778	433,800	554,300.109172	-0.089109	-0.089109	-0.123809	-0.226891	-0.178572	-0.485674	-0.045808	-0.087505	-0.194427	-0.117175	0.610783	0.526073	1.160803	0.059194	0.958702	0.222826	0.396739	0.910248	0.88415	0.194753	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	Mega/Large
2000-01-03	ACH	5.75	80,850	464,887.5	-0.034965	0.014706	-0.041667	-0.132075	-0.206897	-0.463035	0.002942	-0.017164	-0.166176	-0.151614	0.349757	0.46634	0.749843	0.04265	0.473061	-0.036232	0.217391	0.416295	0.815404	-0.064305	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ACHC	3.375	375	1,265.625	0.125	0.125	0.038462	-0.15625	-0.325	-0.4375	0.048059	-0.002954	-0.149539	-0.14702	1.222904	1.366508	0.894847	0.121069	0.054556	1.888889	0.851852	0.998727	0.961171	1.860816	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Health Care	SmallCap
2000-01-03	ACHV	111,375	3	334,125	0.125	0.184211	0.097561	-0.25	-0.53125	-0.618644	-0.01357	0.006036	-0.427171	-0.430608	1.871719	1.2899	1.450945	0.153889	0.732558	0.866667	0.422222	0.986633	0.892425	0.838594	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ACIW	8.9375	1,335,300	11,934,243.75	-0.042411	-0.011521	-0.236655	0.036232	-0.331776	-0.438482	-0.102242	-0.155578	-0.170165	-0.017274	0.621281	0.673041	0.922958	0.058817	0.475914	-0.195804	0.02331	0.057925	0.556334	-0.223877	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	SmallCap
2000-01-03	ACNT	7.5	2,900	21,750	0	0.090909	0.071429	0.071429	0.034483	-0.166667	0.067231	0.071668	0.031881	-0.037126	0.502329	0.474833	1.057683	0.048171	0.098017	0.029167	-0.033333	0.653724	0.406111	0.001094	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AD	100.375	238,700	23,959,512.5	-0.005573	0	-0.090085	0.370307	0.808559	1.694631	-0.028489	-0.001964	0.513709	0.516688	0.382417	0.423389	0.903016	0.036989	0.834237	-0.297634	-0.300125	0.012094	0.036919	-0.325707	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ADBE	16.390625	7,384,400	121,034,931.25	-0.025093	0.012548	-0.044627	0.112997	0.542647	1.625782	0.013573	-0.038497	0.344493	0.398323	0.673115	0.49145	1.369373	0.061625	0.696837	-0.064824	0.610105	0.321451	0.936983	-0.092896	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	Mega/Large
2000-01-03	ADC	13.9375	24,500	341,468.75	-0.02193	-0.008889	-0.042918	-0.152091	-0.251678	-0.236301	-0.017621	-0.047497	-0.165763	-0.124163	0.357898	0.272165	1.31452	0.033087	0.984461	-0.004484	-0.049327	0.530872	0.367282	-0.032557	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Real Estate	MidCap
2000-01-03	ADI	45.09375	3,655,600	164,844,712.5	-0.030242	0.118605	0.287244	0.615901	0.893701	1.993776	0.158416	0.369616	0.801307	0.315191	0.644295	0.707302	0.910791	0.055049	1.319212	0.067221	0.645184	0.753024	0.940165	0.039148	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	Mega/Large
2000-01-03	ADM	10.884354	984,753	10,718,399.897781	-0.010309	-0.005181	-0.044776	0	-0.16	-0.242105	-0.034252	-0.034594	-0.107128	-0.075134	0.394745	0.421396	0.936534	0.029593	0.624865	-0.020833	-0.125	0.47613	0.206875	-0.048906	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Consumer Staples	Mega/Large
2000-01-03	ADP	41.239334	2,698,899	111,300,797.580551	-0.034803	-0.016548	0.036115	0.162011	0.186876	0.281972	0.007598	0.040904	0.177784	0.131501	0.315685	0.267891	1.177966	0.027091	2.036018	-0.123798	-0.038462	0.151496	0.399109	-0.151871	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	Mega/Large
2000-01-03	ADS.DE	18.58	784,844	14,582,401.460121	-0.013015	0.013224	-0.004687	-0.068088	-0.171922	-0.174222	0.011845	0.009133	-0.122524	-0.130465	0.486206	0.389843	1.246865	0.033715	0.920043	-0.20479	-0.211518	0.05156	0.095481	-0.232863	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Apparel	LargeCap
2000-01-03	ADSK	8.34375	2,845,600	23,742,975	-0.011111	0.072289	0.089796	0.575221	0.10559	-0.25419	0.039898	0.272231	0.268126	-0.003227	0.646669	0.646581	0.999982	0.053484	0.665695	-0.044944	0.318352	0.377467	0.859325	-0.073017	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	Mega/Large
2000-01-03	ADTN	25.578125	251,600	6,435,456.25	-0.005468	0.062642	0.346217	0.418544	0.406357	1.631833	0.05404	0.203013	0.498504	0.245626	0.68559	0.556983	1.230678	0.065133	0.39371	0.336591	0.054368	0.943348	0.635264	0.308518	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ADX	22.291668	117,450	2,618,156.399345	-0.003724	0.011342	0.096312	0.158009	0.128692	0.255869	0.038643	0.067907	0.14414	0.071386	0.139321	0.176622	0.788359	0.015867	2.237405	-0.013084	0.115888	0.501591	0.732654	-0.041157	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AEE	32.3125	700,800	22,644,600	-0.013359	-0.024528	-0.06	-0.170144	-0.171474	-0.243045	-0.019839	-0.073867	-0.145262	-0.07709	0.139824	0.172472	0.810239	0.015114	1.427385	0.007737	-0.03675	0.585614	0.402292	-0.020336	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Utilities	Mega/Large
2000-01-03	AEF	11.5	113,200	1,301,800	0.022222	0.069767	0.045455	0.115152	-0.070707	0.234899	0.05	0.084011	0.035482	-0.044768	0.330084	0.278656	1.184136	0.025744	2.07268	0.027174	-0.076087	0.647358	0.308721	-0.000899	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AEG	47.235577	368,576	17,409,899.891846	0.028796	0.014194	0.094708	0.134199	0.304564	-0.221782	0.045577	0.071984	0.137652	0.061258	0.237379	0.209951	1.130103	0.011839	1.484377	-0.239822	-0.133588	0.027371	0.195417	-0.267895	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AEIS	45.375	94,000	4,265,250	-0.07868	-0.008197	0.122102	0.423529	0.163462	0.936	0.067871	0.114677	0.311813	0.176855	0.821582	0.73781	1.113392	0.074403	0.445224	0.219008	0.028926	0.906429	0.572247	0.190935	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	MidCap
2000-01-03	AEM	7.1875	68,400	491,625	-0.033613	-0.041667	-0.008621	-0.228188	0.173469	0.691176	0.018987	-0.028716	0.113316	0.146231	0.357988	0.420455	0.851227	0.030112	0.653081	-0.191304	-0.234783	0.061108	0.079567	-0.219377	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AEO	9.777778	5,825,700	56,962,399.382687	-0.022222	-0.090439	-0.108861	-0.160906	-0.122195	0.472803	-0.046132	-0.000192	0.023336	0.023532	0.483973	0.688638	0.702695	0.05048	2.290998	-0.210227	-0.225852	0.045194	0.085933	-0.2383	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Consumer Discretionary	SmallCap
2000-01-03	AEP	31.4375	396,900	12,477,543.75	-0.021401	-0.034549	0.008016	-0.120629	-0.134251	-0.34076	-0.013956	-0.038811	-0.14912	-0.114763	0.166016	0.194742	0.852054	0.013622	0.903285	0.069583	-0.05169	0.759389	0.362826	0.04151	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Utilities	Mega/Large
2000-01-03	AES	36.25	1,334,400	48,372,000	-0.0301	0.020229	0.240642	0.237994	0.248654	0.481481	0.099774	0.187503	0.294386	0.090007	0.444407	0.342943	1.295483	0.036857	0.868168	0.093966	0.074138	0.798854	0.669637	0.065893	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Utilities	Mega/Large
2000-01-03	AFG	16.875	58,950	994,781.25	-0.040284	-0.033413	-0.051522	-0.085779	-0.251386	-0.407028	-0.015967	-0.07093	-0.186902	-0.124826	0.231762	0.293487	0.789413	0.027508	0.51626	-0.155556	0.123457	0.094844	0.743475	-0.183628	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	MidCap
2000-01-03	AFL	11.1875	2,388,800	26,724,700	-0.051656	-0.004172	-0.082051	0.01273	-0.056653	0.017045	-0.036833	-0.079502	-0.062086	0.01892	0.357117	0.346836	1.029345	0.032839	1.199781	-0.00838	0.050279	0.514959	0.62508	-0.036453	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	Mega/Large
2000-01-03	AGCO	12.25	257,600	3,155,600	-0.088372	-0.092593	-0.084112	-0.024876	0.076923	0.633333	-0.06497	0.000613	0.119201	0.118515	0.568696	0.580774	0.979035	0.046826	0.791697	-0.035714	-0.096939	0.418205	0.267982	-0.063787	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	MidCap
2000-01-03	AGM	19.3125	4,100	79,181.25	-0.043344	-0.006431	-0.009615	0.033445	-0.164865	0.476115	-0.046016	0.031444	-0.023135	-0.052915	0.585634	0.504091	1.161533	0.030363	0.226209	0	-0.197411	0.542966	0.105665	-0.028073	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AGYS	14.375	433,000	6,224,375	-0.004329	0.040724	0.138614	0.055046	0.050228	0.455696	0.050343	0.070066	0.20617	0.127192	0.556368	0.510501	1.089633	0.051785	2.28719	-0.026087	0.06087	0.456397	0.648631	-0.05416	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	SmallCap
2000-01-03	AIG	1,385.833374	166,575	230,845,194.277954	-0.038728	-0.030886	0.008643	0.212099	0.074289	0.304109	-0.029546	-0.008806	0.077139	0.086709	0.304069	0.385985	0.78757	0.028012	1.070142	-0.015634	0.13169	0.49268	0.75557	-0.043707	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	Mega/Large
2000-01-03	AIN	15.125	53,700	812,212.5	-0.024194	0.043103	-0.032	0.02	-0.323726	-0.206302	0.016376	-0.009957	-0.163568	-0.155156	0.361609	0.404941	0.89277	0.027778	0.941504	-0.033058	-0.033058	0.429663	0.407384	-0.061131	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	SmallCap
2000-01-03	AIR	17.5625	109,000	1,914,312.5	-0.020906	0.0369	-0.003546	0.089147	-0.21727	-0.228022	0.004597	0.021818	-0.083242	-0.102817	0.584865	0.49958	1.17048	0.047924	0.895147	0.049822	-0.05694	0.715468	0.351369	0.021749	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	SmallCap
2000-01-03	AIT	7.388889	24,975	184,537.498677	0	0.015267	-0.014815	-0.022059	-0.101351	0.156522	-0.006094	0.000809	0.054567	0.053714	0.133861	0.204801	0.653293	0.014911	0.483902	-0.018797	-0.026316	0.483132	0.422661	-0.04687	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	MidCap
2000-01-03	AIV	5.065947	1,361,443	6,896,998.157512	-0.045526	0.032258	0.018425	0.004959	-0.091181	0.006622	0.026779	0.015975	-0.033678	-0.048873	0.320781	0.223048	1.437525	0.020265	0.909361	-0.003289	0	0.535328	0.486951	-0.031362	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AIXA.DE	70.5	44,964	3,169,962	0.043594	0.048171	-0.009831	0.431182	0.6179	1.226782	-0.001723	0.075759	0.471191	0.367584	0.467633	0.595498	0.785149	0.037997	0.668219	0.347518	0.702128	0.945894	0.94844	0.319445	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Semiconductor industry	MidCap
2000-01-03	AJG	15.90625	258,400	4,110,175	-0.017375	-0.009728	0.16476	0.206161	0.275689	0.431786	0.074595	0.138041	0.229639	0.080488	0.292733	0.264092	1.108031	0.021114	1.488307	-0.138507	0.02947	0.122852	0.574157	-0.16658	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	Mega/Large
2000-01-03	AKR	4.875	52,000	253,500	0.054054	0.04	0	-0.04878	-0.113636	-0.071429	0.035398	0.004378	-0.058085	-0.062191	0.442166	0.341434	1.294648	0.031674	2.19004	0.025641	0.076923	0.642266	0.674729	-0.002432	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Real Estate	SmallCap
2000-01-03	AKZA.AS	56.756241	712,533	40,440,694.557816	0.013052	0.007992	0.111723	0.255287	0.209832	0.622186	0.029652	0.133504	0.198001	0.056901	0.302187	0.302764	0.997767	0.026202	0.398208	-0.137364	-0.144698	0.126671	0.18205	-0.165437	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	LargeCap
2000-01-03	AKZOY	19.237988	239,494	4,607,382.58271	0.030151	0.012346	0.163121	0.19883	0.19708	0.164773	0.041364	0.133129	0.169203	0.031836	0.374976	0.311263	1.204307	0.016228	0.681183	-0.192683	-0.159756	0.059835	0.159771	-0.220756	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ALB	9	134,000	1,206,000	-0.061889	0.006993	-0.052632	-0.067961	-0.119266	-0.251948	-0.01402	-0.027027	-0.081603	-0.056092	0.401086	0.396507	1.011293	0.034485	1.416333	-0.020833	0.111111	0.476766	0.728199	-0.048906	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Materials	Mega/Large
2000-01-03	ALCO	16.375	600	9,825	-0.022388	-0.050725	0.039683	0.087137	0.060729	-0.077465	-0.013625	0.031212	0.047131	0.015437	0.340533	0.277428	1.227024	0.029633	0.076169	-0.038168	-0.053435	0.407384	0.36028	-0.066241	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ALG	10.125	100	1,012.5	-0.012195	0.051948	0.0125	0.125	0.157143	-0.124324	0.066123	0.065789	0.107125	0.038783	0.433531	0.366476	1.18265	0.031356	0.004411	0.191358	0.148148	0.890516	0.77212	0.163285	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	SmallCap
2000-01-03	ALK	8.75	900,400	7,878,500	-0.003559	-0.015817	-0.054054	-0.194245	-0.180088	-0.194245	-0.004065	-0.058159	-0.161145	-0.109345	0.279787	0.311408	0.898171	0.031949	0.810572	-0.091071	-0.171429	0.239338	0.138765	-0.119144	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	MidCap
2000-01-03	ALKS	25.5	1,252,800	31,946,400	0.038168	-0.028571	0.164051	0.658537	1.071066	1.181818	0.088173	0.192686	0.574036	0.31974	0.598108	0.628532	0.951444	0.049948	1.853852	0.482843	0.692402	0.965627	0.945894	0.45477	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Health Care	SmallCap
2000-01-03	ALL	23.5	2,993,100	70,337,850	-0.023377	-0.028424	-0.115294	-0.030928	-0.340351	-0.399361	-0.072205	-0.120241	-0.281888	-0.183739	0.247608	0.398043	0.621906	0.032248	0.907381	-0.007979	0.042553	0.516868	0.611712	-0.036052	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	Mega/Large
2000-01-03	ALNT	1.166667	29,400	34,300.009346	0.076924	0.333334	0.400001	-0.317073	-0.017544	1.000002	0.340935	0.328274	-0.049841	-0.284667	0.969224	1.499094	0.646497	0.102777	2.54209	0.464285	3.357141	0.964354	0.996817	0.436212	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ALV	21.253601	127,002	2,699,249.843628	0.008547	0.012875	-0.028807	-0.213333	-0.024793	-0.230016	0.013497	-0.040533	-0.120715	-0.083569	0.299776	0.24944	1.201313	0.025432	2.561267	-0.065678	-0.04661	0.318905	0.374284	-0.093751	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Consumer Discretionary	MidCap
2000-01-03	ALV.DE	317.5	814,220	258,514,850	-0.052239	-0.037879	0.104348	0.138401	0.100329	-0.005326	0.052159	0.064799	0.1408	0.071376	0.487373	0.350467	1.390242	0.030165	1.647775	0.065197	0.365354	0.749204	0.877785	0.037124	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financial Services	LargeCap
2000-01-03	ALX	78.5	500	39,250	-0.006329	-0.003965	0.043189	0.121429	0.062606	0.003195	0.010575	0.044213	0.056785	0.01204	0.085032	0.074057	1.146643	0.002441	0.554939	-0.001592	-0.187898	0.54042	0.11585	-0.029665	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AMAT	31.625	14,356,400	454,021,150	-0.00148	-0.0093	0.174014	0.541508	0.697987	1.854725	0.08423	0.199095	0.621412	0.352196	0.502453	0.503282	0.998154	0.046896	0.703288	0.136858	0.411067	0.851687	0.888606	0.108785	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	Mega/Large
2000-01-03	AMD	15.5	7,843,200	121,569,600	0.071274	0.071274	0.016393	0.734266	0.810219	0.107143	0.056068	0.181684	0.550921	0.312467	0.558425	0.779183	0.716588	0.053217	1.444235	0.163306	0.96371	0.873329	0.9669	0.135234	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	Mega/Large
2000-01-03	AME	2.814815	576,450	1,622,600.132346	-0.003279	0.048276	-0.047022	-0.0559	-0.160221	-0.155555	-0.007308	-0.025078	-0.10417	-0.081126	0.253586	0.255523	0.992034	0.020907	1.954227	-0.019737	0.036184	0.481222	0.596435	-0.04781	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	Mega/Large
2000-01-03	AMG	24.5	744,000	18,228,000	-0.09119	0.020833	0.267241	0.390071	0.171315	0.248408	0.081356	0.192843	0.280613	0.073581	0.622918	0.470192	1.324535	0.036751	4.880943	-0.032313	0.22449	0.432209	0.818587	-0.060386	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	MidCap
2000-01-03	AMGN	62.9375	22,914,900	1,442,206,518.75	0.047867	0.183314	0.406425	0.4626	1.133475	1.344587	0.241021	0.349197	0.620733	0.201258	0.641127	0.537007	1.193666	0.063385	2.76848	0.011917	-0.056604	0.602164	0.352642	-0.016156	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Health Care	Mega/Large
2000-01-03	AMKR	28.5	864,800	24,646,800	0.00885	0.060465	0.011086	0.695167	1.730539	1.867925	0.078378	0.166598	0.817729	0.558144	0.790691	0.748789	1.055819	0.064746	1.139128	0.39693	0.614035	0.950987	0.938256	0.368857	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	MidCap
2000-01-03	AMRN	900	28	25,200	-0.052632	-0.076923	-0.162791	-0.409836	-0.389831	0.014085	-0.101871	-0.216625	-0.37023	-0.196081	0.573429	0.671729	0.853535	0.026587	2.660633	0.611111	0.527778	0.975812	0.919796	0.583038	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AMSC	295.625	49,040	14,497,450	0.055804	0.271505	0.516026	0.784906	0.847656	1.798817	0.288661	0.427623	0.968844	0.379107	0.917948	0.659341	1.39201	0.079401	2.50386	-0.082452	0.234672	0.258434	0.824316	-0.110525	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AMT	29.3125	433,900	12,718,693.75	-0.0409	-0.010549	0.106132	0.53268	0.205656	0.019565	-0.009952	0.141953	0.242759	0.088275	0.563522	0.486829	1.1573	0.039112	0.477678	0.339019	0.539446	0.943985	0.925525	0.310946	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Real Estate	Mega/Large
2000-01-03	AMZN	4.46875	322,352,000	1,440,510,500	0.174056	0.101695	0.003509	0.159773	0.408867	0.510829	-0.021888	0.075722	0.25849	0.169902	1.073917	0.904225	1.187534	0.075737	1.396376	-0.223077	-0.288811	0.038829	0.042011	-0.25115	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Consumer Discretionary	Mega/Large
2000-01-03	AN	9.0625	413,100	3,743,718.75	-0.02027	0.028369	0.013986	-0.224599	-0.454887	-0.410569	-0.015837	-0.054266	-0.303119	-0.263133	0.662107	0.5002	1.323421	0.053502	0.227937	-0.275862	-0.02069	0.01846	0.436028	-0.303935	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Consumer Discretionary	MidCap
2000-01-03	ANDE	2.729167	2,400	6,550.000763	-0.007576	0.023437	-0.007576	-0.064286	-0.357843	-0.284153	0.026493	0.004678	-0.225413	-0.229021	0.476261	0.420915	1.131219	0.039027	0.087134	-0.08397	-0.129771	0.254615	0.199873	-0.112042	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Consumer Staples	SmallCap
2000-01-03	ANF	27.5	906,100	24,917,750	0.030445	0.023256	-0.123506	-0.236111	-0.417989	-0.181395	0.01072	0.01673	-0.267149	-0.279208	0.838473	0.922705	0.908613	0.061417	0.692678	-0.231818	-0.427273	0.032463	0.017187	-0.259891	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Consumer Discretionary	MidCap
2000-01-03	ANIK	7	32,500	227,500	-0.00885	0	-0.00885	0.217391	-0.138462	0.382716	-0.004655	0.082126	0.122624	0.037425	0.345631	0.412898	0.836883	0.043882	0.692176	0.071429	0.232143	0.761299	0.822406	0.043356	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	ANIX	19.53125	5,260	102,734.375	-0.038462	-0.137931	-0.193548	-0.390244	-0.519231	-0.431818	-0.119128	-0.200256	-0.440653	-0.300593	2.034686	1.307821	1.555665	0.166872	0.300718	0.7	1.84	0.977721	0.988542	0.671927	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Broad_Market_Equities	Small_Growth_Startup
2000-01-03	AON	39	659,800	25,732,200	-0.025	-0.031056	0.104425	0.356522	-0.064468	0.048152	0.043395	0.056866	0.017234	-0.037499	0.392802	0.486124	0.807862	0.028156	0.988315	-0.299679	-0.190705	0.011458	0.110757	-0.327752	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Financials	Mega/Large
2000-01-03	AORT	7.75	26,400	204,600	-0.010638	-0.079208	-0.122641	-0.065327	-0.010638	-0.010638	-0.079208	-0.090465	-0.043972	0.051117	0.692969	0.464456	1.49168	0.044697	0.505184	0.27957	0.38172	0.928708	0.882241	0.251497	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Health Care	SmallCap
2000-01-03	AOS	3.614583	113,400	409,893.713951	-0.008571	0.00289	0.020588	-0.272537	-0.239035	-0.117048	0.052882	-0.020936	-0.13922	-0.120813	0.420886	0.383645	1.096785	0.028273	0.374716	-0.095101	-0.152738	0.22979	0.168046	-0.123174	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	Mega/Large
2000-01-03	APA	14.772727	1,082,697	15,994,387.218398	-0.076142	-0.080808	-0.035336	-0.18018	-0.150855	0.414508	-0.012488	-0.082322	-0.090279	-0.00867	0.610658	0.546582	1.117027	0.047852	0.490577	0.10989	0.432234	0.819223	0.896881	0.081817	1	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Energy	Mega/Large
2000-01-03	APD	30.35384	595,847	18,086,244.427563	-0.022346	0.062753	0.005747	0.086957	-0.22452	-0.158654	0.045123	0.077232	-0.085183	-0.150771	0.460889	0.468666	0.983197	0.041224	0.868492	-0.074286	-0.081905	0.287715	0.298536	-0.102359	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Materials	Mega/Large
2000-01-03	APH	1.050781	8,403,200	8,829,922.996521	0.010329	0.024761	-0.013749	0.317012	0.70253	1.27004	0.01514	0.045777	0.40869	0.347026	0.364018	0.336412	1.081738	0.023409	0.480215	0.024164	0.497212	0.638447	0.910248	-0.003909	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Information Technology	Mega/Large
2000-01-03	APOG	5.625	222,200	1,249,875	0.111111	0.022727	-0.0625	-0.189189	-0.581395	-0.473684	0.020518	-0.09329	-0.398572	-0.336691	0.834089	0.799696	1.042877	0.076593	1.585621	-0.144444	-0.283333	0.112667	0.045831	-0.172517	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	SmallCap
2000-01-03	ARCB	12.5625	91,700	1,151,981.25	0.046875	-0.014706	-0.033654	0.02551	0.248447	1.392857	-0.028874	-0.051036	0.132091	0.192976	0.467388	0.467731	0.999054	0.044355	1.071428	-0.084577	-0.104478	0.252069	0.250796	-0.11265	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Industrials	SmallCap
2000-01-03	ARE	31.25	48,500	1,515,625	-0.017682	0.072961	0.061571	0.05042	0.008065	0.004016	0.059964	0.06103	0.056546	-0.004226	0.258415	0.213678	1.208803	0.019354	1.510408	-0.046	-0.032	0.371738	0.40993	-0.074073	0	17	6	0.326087	0.500278	0.417207	-0.010607	-0.020517	null	null	24.21	1.12	2.49	null	null	null	null	null	0.2	null	null	null	null	null	null	null	null	5.43	105.4	-0.165	0.276	null	Real Estate	Mega/Large

End of preview. Expand in Data Studio

PulseEdge Trading AI v2

Broader follow-up to NickTheCoolst/pulseedge-trading-ai (v1).

Equities/ETFs only. No crypto. No raw ITCH. No SEC archives.

Research use only. Not investment advice. Survivorship bias in the liquidity universe. Use purged walk-forward splits. Label columns leak the future by construction.

What is new vs v1

	v1	v2
Liquidity bar	$250k, 2y, $2	$80k, 1y, $1
Daily features (filtered)	24.1M / 6,896	25.6M / 7,505
Daily features (full panel)	—	26.7M / 8,050 (`*_full`)
Daily OHLCV	29.0M	31.1M
Hourly	—	26.3M filtered + 35.6M full
15m	—	5.2M filtered + 5.7M full
5m	—	9.6M / 1,956 symbols
1m	—	10.4M / 5,964 symbols
5-day panel	—	filtered + full

Files

Filtered (trading-ready, train cutoff 2024-12-31):

File	Role
`ohlcv_daily.parquet` (+ `_train` / `_test`)	TSFM daily bars
`ohlcv_1h.parquet` (+ splits)	Hourly bars
`ohlcv_15m.parquet` (+ `_test`; train empty because 15m starts 2026-06)	15-minute bars
`ohlcv_5m.parquet`	5-minute bars
`ohlcv_1m.parquet`	1-minute bars
`features_daily_fwd21.parquet` (+ splits)	65-col 21d/63d ranking panel
`features_weekly_fwd21.parquet`	Wednesday snapshot
`features_fwd5.parquet` (+ splits)	5-day target panel
`features_infer_liquid.parquet`	Live-inference liquid subset
`universe_tickers.json`	7,505 tickers that passed the v2 filter

Full unfiltered extras (*_full): same tables without the v2 liquidity cut.

Context: market_breadth.parquet, psychology_features.parquet, fred_macro_sentiment.parquet, macro_events_calendar.parquet, tickers_metadata.parquet, news_headlines.parquet.

Filters (filtered files only)

Median dollar volume ≥ $80,000
≥ 252 daily bars
Average close ≥ $1
Drop crypto suffixes
Drop |ret_1| ≥ 2.0 and |fwd_ret_21| ≥ 8.0
OHLCV: positive prices, high ≥ low, volume > 0

Snapshot

Features 21d filtered: 25,586,679 rows, 7,505 tickers, 2000-01-02 → 2026-08-11
OHLCV 1d: 31,063,094
OHLCV 1h: 26,308,934 (2023-09-04 → 2026-09-04)
OHLCV 15m: 5,201,596
OHLCV 5m: 9,565,194
OHLCV 1m: 10,371,499
Built: 2026-09-08

Labels (do not use as features at inference)

fwd_ret_21, fwd_ret_63, fwd_rank_21, fwd_rank_63, fwd_excess_ret_21, target_top_quintile_21, y_fwd_5

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