Datasets:

Changahou
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Data4Fin

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Split (1)

train · 63.7k rows

symbol stringclasses 11 values	date stringdate 2000-01-03 00:00:00 2022-12-30 00:00:00	Open float64 0.23 345	High float64 0.24 350	Low float64 0.23 342	Close float64 0.23 343	adj_close float64 0.2 336	volume int64 85.5k 7.42B	HA_Close float64 0.23 343	HA_Open float64 0.24 342	HA_High float64 0.24 350	HA_Low float64 0.23 340	SMA_5 float64 0.24 341	SMA_20 float64 0.25 336	SMA_50 float64 0.26 333	STDDEV_20 float64 0 32.6	EMA_12 float64 0.24 337	EMA_26 float64 0.25 334	EMA_50 float64 0.25 328	TR float64 0 47.7	ATR_14 float64 0.01 18.4	ATR_10 float64 0.01 19.6	ST_10_3 float64 0.24 348	STX_10_3 stringclasses 2 values	ema_12 float64 0.24 337	ema_26 float64 0.25 334	macd_12_26_9 float64 -22.19 22.8	signal_12_26_9 float64 -20.04 21.4	hist_12_26_9 float64 -6.92 7.26	UpperBB_20_2 float64 0.27 352	LowerBB_20_2 float64 -1.24 329	RSI_14 float64 9.13 91.5	Tenkan Sen float64 0.24 342	Kijun Sen float64 0.25 334	Senkou Span A float64 0.24 336	Senkou Span B float64 0.25 329	Chikou Span float64 0.23 343
MSFT	2011-12-29	25.950001	26.049999	25.860001	26.02	20.643719	22,616,900	25.97	25.950267	26.049999	25.860001	25.944	25.701	25.9838	0.247576	25.831869	25.774434	25.845842	0.229999	0.451021	0.428515	24.669456	up	25.831869	25.774434	0.057435	-0.006989	0.064424	26.196152	25.205849	53.728189	25.815001	25.245	26.0875	25.88	30.35
MSFT	2011-12-30	26	26.120001	25.91	25.959999	20.596117	27,395,700	25.9975	25.960134	26.120001	25.91	25.974	25.735	25.9604	0.232979	25.851581	25.78818	25.850318	0.210001	0.433806	0.406663	24.795011	up	25.851581	25.78818	0.063402	0.007089	0.056313	26.200957	25.269043	52.759867	25.815001	25.245	25.9625	25.88	30.66
MSFT	2012-01-03	26.549999	26.959999	26.389999	26.77	21.238752	64,731,500	26.667499	25.978817	26.959999	25.978817	26.122	25.8125	25.955	0.300629	25.992877	25.860907	25.886384	1	0.474248	0.465997	25.277008	up	25.992877	25.860907	0.13197	0.032065	0.099904	26.413758	25.211243	62.567748	26.2	25.629999	25.872499	25.88	30.77
MSFT	2012-01-04	26.82	27.469999	26.780001	27.4	21.738581	80,516,100	27.1175	26.323158	27.469999	26.323158	26.394	25.8975	25.9598	0.463407	26.209357	25.974914	25.945742	0.699999	0.490373	0.489397	25.656808	up	26.209357	25.974914	0.234443	0.072541	0.161902	26.824314	24.970686	68.112958	26.455	26.08	25.75	25.88	30.5
MSFT	2012-01-05	27.379999	27.73	27.290001	27.68	21.960724	56,081,400	27.52	26.720329	27.73	26.720329	26.766	25.9985	25.9696	0.606849	26.43561	26.101217	26.013752	0.439999	0.486775	0.484457	26.056628	up	26.43561	26.101217	0.334393	0.124911	0.209482	27.212199	24.784802	70.224199	26.605	26.24	25.735	25.88	30.58
MSFT	2012-01-06	27.530001	28.190001	27.530001	28.110001	22.301882	99,455,500	27.840001	27.120165	28.190001	27.120165	27.184	26.124	25.9956	0.760252	26.693209	26.250015	26.095958	0.66	0.499148	0.502012	26.353966	up	26.693209	26.250015	0.443193	0.188568	0.254625	27.644504	24.603496	73.162898	26.960001	26.665	25.6275	25.88	30.25
MSFT	2012-01-09	28.049999	28.1	27.719999	27.74	22.008329	59,706,800	27.9025	27.480083	28.1	27.480083	27.54	26.241	26.0186	0.820628	26.854253	26.360385	26.16043	0.390002	0.491352	0.490811	26.437568	up	26.854253	26.360385	0.493869	0.249628	0.244241	27.882257	24.599744	67.032415	26.975001	26.675001	25.51	25.88	30.049999
MSFT	2012-01-10	27.93	28.15	27.75	27.84	22.087671	60,014,400	27.9175	27.691291	28.15	27.691291	27.754	26.348	26.0304	0.883484	27.005907	26.469986	26.226295	0.41	0.485541	0.48273	26.501811	up	27.005907	26.469986	0.535921	0.306886	0.229034	28.114967	24.581033	67.817304	26.975001	26.675001	25.407499	25.88	31.290001
MSFT	2012-01-11	27.43	27.98	27.370001	27.719999	21.992462	65,582,400	27.625	27.804396	27.98	27.370001	27.818	26.4585	26.0452	0.910935	27.115767	26.562579	26.284872	0.609999	0.494431	0.495457	26.501811	up	27.115767	26.562579	0.553188	0.356147	0.197041	28.28037	24.63663	65.793025	27.025001	26.740001	25.407499	25.88	31.25
MSFT	2012-01-12	27.870001	28.02	27.65	28	22.214605	49,370,800	27.885	27.714698	28.02	27.65	27.882	26.5705	26.0726	0.957071	27.251803	26.669055	26.352132	0.37	0.485543	0.482911	26.501811	up	27.251803	26.669055	0.582748	0.401467	0.181281	28.484641	24.656359	68.179701	27.050001	26.740001	25.4	25.88	31.440001
MSFT	2012-01-13	27.93	28.25	27.790001	28.25	22.412956	60,196,100	28.055	27.799849	28.25	27.790001	27.91	26.7035	26.1178	0.997609	27.405372	26.786162	26.426558	0.459999	0.483719	0.48062	26.578141	up	27.405372	26.786162	0.61921	0.445016	0.174194	28.698718	24.708282	70.180244	27.32	26.770001	25.4175	25.88	31.27
MSFT	2012-01-17	28.4	28.65	28.17	28.26	22.420885	72,395,300	28.37	27.927425	28.65	27.927425	28.014	26.8385	26.1628	1.017216	27.536853	26.895335	26.498458	0.48	0.483453	0.480558	26.968327	up	27.536853	26.895335	0.641518	0.484316	0.157202	28.872933	24.804067	70.260785	27.715001	26.970001	25.4175	25.88	31.370001
MSFT	2012-01-18	28.309999	28.4	27.969999	28.23	22.397083	64,860,600	28.2275	28.148712	28.4	27.969999	28.092	26.95	26.1968	1.042376	27.643491	26.994199	26.566361	0.430001	0.479635	0.475502	26.968327	up	27.643491	26.994199	0.649292	0.517311	0.131981	29.034752	24.865249	69.652987	27.970001	26.970001	25.515001	25.88	31.48
MSFT	2012-01-19	28.16	28.440001	28.030001	28.120001	22.309814	74,053,500	28.187501	28.188106	28.440001	28.030001	28.172	27.0795	26.2342	1.017259	27.7168	27.077592	26.627288	0.41	0.474661	0.468952	26.968327	up	27.7168	27.077592	0.639208	0.541691	0.097518	29.114018	25.044982	67.352333	28.010001	26.970001	25.53	25.88	31.35
MSFT	2012-01-20	28.82	29.74	28.75	29.709999	23.571291	165,902,900	29.255	28.187803	29.74	28.187803	28.514	27.2635	26.2924	1.142538	28.023446	27.272585	26.748179	1.619999	0.556471	0.584057	27.49283	up	28.023446	27.272585	0.750861	0.583525	0.167336	29.548575	24.978425	78.438527	28.555001	27.590001	25.6275	25.88	31.870001
MSFT	2012-01-23	29.549999	29.950001	29.35	29.73	23.587152	76,078,100	29.645	28.721402	29.950001	28.721402	28.81	27.462	26.3438	1.210427	28.285993	27.454616	26.865113	0.600001	0.55958	0.585651	27.893047	up	28.285993	27.454616	0.831377	0.633095	0.198282	29.882853	25.041147	78.537259	28.660001	27.695001	25.69	25.88	31.74
MSFT	2012-01-24	29.469999	29.57	29.18	29.34	23.277737	51,703,300	29.39	29.183201	29.57	29.18	29.026	27.6385	26.4066	1.214219	28.448148	27.594274	26.962168	0.55	0.558896	0.582086	27.893047	up	28.448148	27.594274	0.853874	0.677251	0.176623	30.066939	25.210061	71.647912	28.660001	27.695001	25.69	25.88	32.290001
MSFT	2012-01-25	29.07	29.65	29.07	29.559999	23.452282	59,231,700	29.3375	29.2866	29.65	29.07	29.292	27.815	26.4722	1.224618	28.619202	27.739883	27.064043	0.58	0.560403	0.581877	27.893047	up	28.619202	27.739883	0.879319	0.717664	0.161654	30.264236	25.365764	73.082345	28.800001	27.695001	25.6925	25.88	32.080002
MSFT	2012-01-26	29.610001	29.700001	29.4	29.5	23.404684	49,102,800	29.552501	29.31205	29.700001	29.31205	29.568	27.988	26.524	1.204905	28.754709	27.870262	27.159571	0.300001	0.541803	0.55369	27.893047	up	28.754709	27.870262	0.884447	0.751021	0.133426	30.39781	25.57819	72.012281	28.870001	27.695001	25.71	25.9	31.799999
MSFT	2012-01-27	29.450001	29.530001	29.17	29.23	23.19046	44,187,700	29.345001	29.432275	29.530001	29.17	29.472	28.1585	26.5734	1.120269	28.827831	27.970984	27.240764	0.360001	0.528817	0.534321	27.893047	up	28.827831	27.970984	0.856847	0.772186	0.084661	30.399038	25.917962	67.24099	28.96	27.695001	25.71	25.9	31.559999
MSFT	2012-01-30	28.969999	29.620001	28.83	29.610001	23.491949	51,114,800	29.2575	29.388638	29.620001	28.83	29.448	28.338	26.6308	1.044644	28.948165	28.092392	27.333676	0.790001	0.547473	0.559889	27.893047	up	28.948165	28.092392	0.855773	0.788904	0.066869	30.427287	26.248713	70.230541	28.96	27.695001	25.69	25.9	31.84
MSFT	2012-01-31	29.66	29.700001	29.23	29.530001	23.42848	50,572,400	29.530001	29.323069	29.700001	29.23	29.486	28.5165	26.7	0.913727	29.037678	28.198882	27.419806	0.470001	0.54194	0.5509	27.893047	up	29.037678	28.198882	0.838796	0.798882	0.039914	30.343955	26.689045	68.806911	28.990001	27.715001	25.680001	25.9	32.009998
MSFT	2012-02-01	29.790001	30.049999	29.76	29.889999	23.714098	67,409,900	29.8725	29.426535	30.049999	29.426535	29.552	28.6725	26.787	0.864887	29.168804	28.32415	27.516676	0.519998	0.540372	0.54781	28.26157	up	29.168804	28.32415	0.844655	0.808037	0.036618	30.402275	26.942725	71.597071	29.4	27.89	25.5725	25.9	31.99
MSFT	2012-02-02	29.9	30.17	29.709999	29.950001	23.761694	52,223,300	29.9325	29.649517	30.17	29.649517	29.642	28.8	26.88	0.85533	29.288988	28.444583	27.612101	0.460001	0.534631	0.539029	28.322913	up	29.288988	28.444583	0.844405	0.81531	0.029095	30.51066	27.08934	72.045885	29.5	27.965	25.530001	25.9	32.040001
MSFT	2012-02-03	30.139999	30.4	30.09	30.24	23.991783	41,838,500	30.2175	29.791009	30.4	29.791009	29.844	28.928	26.9848	0.870321	29.435298	28.577577	27.715156	0.449999	0.528586	0.530126	28.654622	up	29.435298	28.577577	0.857721	0.823792	0.033928	30.668642	27.187358	74.170296	29.615	28.08	25.530001	25.9	32.669998
MSFT	2012-02-06	30.040001	30.219999	29.969999	30.200001	23.960045	28,039,700	30.1075	30.004254	30.219999	29.969999	29.962	29.0325	27.093	0.892135	29.552945	28.697757	27.812601	0.270001	0.510116	0.504113	28.654622	up	29.552945	28.697757	0.855188	0.830072	0.025116	30.816769	27.248231	73.342382	29.615	28.130001	25.530001	25.9	32.77
MSFT	2012-02-07	30.15	30.49	30.049999	30.35	24.079054	39,242,400	30.26	30.055877	30.49	30.049999	30.126	29.163	27.2106	0.883975	29.675568	28.820145	27.912106	0.440001	0.505108	0.497702	28.776893	up	29.675568	28.820145	0.855424	0.835142	0.020282	30.93095	27.39505	74.492258	29.66	28.2	25.530001	25.884999	32.849998
MSFT	2012-02-08	30.26	30.67	30.219999	30.66	24.324987	49,659,100	30.4525	30.157938	30.67	30.157938	30.28	29.304	27.3378	0.886741	29.827019	28.95643	28.019867	0.450001	0.501172	0.492932	28.966203	up	29.827019	28.95643	0.870589	0.842231	0.028358	31.077482	27.530518	76.72659	29.75	28.53	25.530001	25.884999	32.599998
MSFT	2012-02-09	30.68	30.799999	30.48	30.77	24.412258	50,481,600	30.6825	30.305219	30.799999	30.305219	30.444	29.4565	27.4558	0.861909	29.972093	29.090769	28.127715	0.319999	0.488231	0.475639	29.213083	up	29.972093	29.090769	0.881324	0.85005	0.031274	31.180318	27.732682	77.480383	29.815	28.79	25.915	25.884999	32.200001
MSFT	2012-02-10	30.639999	30.799999	30.360001	30.5	24.198055	44,605,300	30.575	30.493859	30.799999	30.360001	30.496	29.5815	27.569	0.819816	30.05331	29.195156	28.220746	0.439998	0.484785	0.472075	29.213083	up	30.05331	29.195156	0.858153	0.851671	0.006483	31.221131	27.941869	71.370061	30.015	29.045	26.2675	25.884999	31.99
MSFT	2012-02-13	30.629999	30.77	30.43	30.58	24.26153	33,319,800	30.6025	30.53443	30.77	30.43	30.572	29.698	27.669	0.785477	30.134339	29.297737	28.313266	0.34	0.474444	0.458867	29.223398	up	30.134339	29.297737	0.836602	0.848657	-0.012055	31.268955	28.127045	72.072826	30.254999	29.085	26.4225	26.015	31.91
MSFT	2012-02-14	30.33	30.459999	29.85	30.25	24.157705	59,644,000	30.2225	30.568465	30.568465	29.85	30.552	29.7975	27.7684	0.716768	30.152133	29.368275	28.389216	0.73	0.492698	0.485981	29.223398	up	30.152133	29.368275	0.783858	0.835697	-0.051839	31.231036	28.363964	64.986492	30.254999	29.085	26.8125	26.245	32
MSFT	2012-02-15	30.33	30.389999	30.030001	30.049999	23.997984	43,311,300	30.2	30.395482	30.395482	30.030001	30.43	29.8885	27.865	0.615692	30.13642	29.418773	28.454345	0.359998	0.483219	0.473382	29.223398	up	30.13642	29.418773	0.717647	0.812087	-0.09444	31.119884	28.657116	61.067596	30.325	29.085	26.825001	26.245	32.009998
MSFT	2012-02-16	30.309999	31.549999	30.299999	31.290001	24.988256	94,705,100	30.8625	30.297741	31.549999	30.297741	30.534	30.047	27.9768	0.539816	30.313894	29.557383	28.565547	1.5	0.555846	0.576044	29.223398	up	30.313894	29.557383	0.756511	0.800972	-0.044461	31.126632	28.967368	72.243456	30.7	29.46	26.825001	26.245	32.59
MSFT	2012-02-17	31.200001	31.32	30.950001	31.25	24.956314	70,036,500	31.180001	30.58012	31.32	30.58012	30.684	30.124	28.0886	0.596114	30.45791	29.682762	28.67082	0.369999	0.542572	0.55544	29.468682	up	30.45791	29.682762	0.775148	0.795807	-0.020659	31.316228	28.931772	71.530124	30.7	29.6	26.882501	26.245	32.52
MSFT	2012-02-21	31.18	31.610001	31.15	31.440001	25.108049	50,829,900	31.345001	30.88006	31.610001	30.88006	30.856	30.2095	28.2054	0.656229	30.609001	29.812928	28.779415	0.460001	0.536674	0.545896	29.742313	up	30.609001	29.812928	0.796073	0.79586	0.000213	31.521959	28.897042	72.898953	30.730001	29.700001	26.895001	26.245	32.189999
MSFT	2012-02-22	31.450001	31.68	31.18	31.27	24.972277	49,253,200	31.395	31.11253	31.68	31.11253	31.06	30.306	28.3228	0.663503	30.710693	29.920859	28.877085	0.5	0.534054	0.541306	29.806082	up	30.710693	29.920859	0.789834	0.794655	-0.004821	31.633006	28.978995	69.671222	30.765	29.825	27.045	26.275	32.119999
MSFT	2012-02-23	31.200001	31.59	31	31.370001	25.052151	35,034,700	31.290001	31.253765	31.59	31	31.324001	30.3965	28.4362	0.679638	30.812125	30.028203	28.974847	0.59	0.53805	0.546176	29.806082	up	30.812125	30.028203	0.783922	0.792509	-0.008586	31.755777	29.037224	70.498697	30.765	29.825	27.342501	26.475	32.259998
MSFT	2012-02-24	31.48	31.5	31.24	31.48	25.139988	35,575,400	31.425	31.271883	31.5	31.24	31.362	30.4955	28.5556	0.686352	30.914875	30.135743	29.073088	0.26	0.518189	0.517558	29.817326	up	30.914875	30.135743	0.779132	0.789833	-0.010701	31.868204	29.122797	71.422322	30.765	29.855001	27.470001	26.475	32.290001
MSFT	2012-02-27	31.24	31.5	31.1	31.35	25.036167	34,568,400	31.2975	31.348441	31.5	31.1	31.382	30.6015	28.6674	0.642956	30.981818	30.225688	29.162379	0.4	0.509747	0.505802	29.817326	up	30.981818	30.225688	0.756129	0.783092	-0.026963	31.887412	29.315588	68.685425	30.765	30.215	27.490001	26.475	31.940001
MSFT	2012-02-28	31.41	31.93	31.379999	31.870001	25.451437	45,230,600	31.6475	31.322971	31.93	31.322971	31.468	30.7145	28.793	0.657951	31.118461	30.347489	29.26856	0.58	0.514765	0.513222	30.115334	up	31.118461	30.347489	0.770972	0.780668	-0.009696	32.030403	29.398598	73.122168	30.980001	30.38	28.072501	27.02	31.209999
MSFT	2012-02-29	31.889999	32	31.610001	31.74	25.347622	59,323,600	31.81	31.485235	32	31.485235	31.562	30.825	28.9166	0.633682	31.214083	30.450638	29.365479	0.389999	0.505854	0.5009	30.302302	up	31.214083	30.450638	0.763444	0.777223	-0.013779	32.092364	29.557636	70.435366	31.15	30.415	28.177501	27.125	31.52
MSFT	2012-03-01	31.93	32.389999	31.85	32.290001	25.786854	77,344,100	32.115	31.647618	32.389999	31.647618	31.746	30.945	29.0424	0.673307	31.379608	30.586887	29.480166	0.649999	0.51615	0.51581	30.572571	up	31.379608	30.586887	0.792721	0.780323	0.012398	32.291614	29.598386	74.675077	31.67	30.61	28.177501	27.125	31.1
MSFT	2012-03-02	32.310001	32.439999	32	32.080002	25.619148	47,314,200	32.207501	31.881309	32.439999	31.881309	31.866001	31.0515	29.1734	0.67609	31.487361	30.697488	29.582121	0.439999	0.51071	0.508229	30.695314	up	31.487361	30.697488	0.789873	0.782233	0.00764	32.403681	29.69932	70.516968	31.72	30.635	28.247501	27.125	30.469999
MSFT	2012-03-05	32.009998	32.049999	31.620001	31.799999	25.395546	45,240,000	31.869999	32.044405	32.049999	31.620001	31.956001	31.1295	29.2888	0.667474	31.535459	30.779156	29.669096	0.460001	0.507088	0.503406	30.695314	up	31.535459	30.779156	0.756304	0.777047	-0.020744	32.464448	29.794553	65.296158	31.72	30.635	28.282501	27.125	30.35
MSFT	2012-03-06	31.540001	31.98	31.49	31.559999	25.20388	51,932,900	31.6425	31.957202	31.98	31.49	31.894	31.1975	29.4048	0.636346	31.539235	30.836996	29.743249	0.49	0.505868	0.502065	30.695314	up	31.539235	30.836996	0.702239	0.762085	-0.059847	32.470192	29.924809	61.119244	31.72	30.635	28.327501	27.125	30.98
MSFT	2012-03-07	31.67	31.92	31.530001	31.84	25.427492	34,340,400	31.74	31.799851	31.92	31.530001	31.914	31.272	29.5254	0.618884	31.585506	30.911293	29.825475	0.389999	0.497591	0.490859	30.695314	up	31.585506	30.911293	0.674214	0.744511	-0.070297	32.509768	30.034232	64.011672	31.77	30.835	28.327501	27.125	30.809999
MSFT	2012-03-08	32.040001	32.209999	31.9	32.009998	25.56325	36,747,400	32.04	31.769926	32.209999	31.769926	31.858	31.3395	29.645	0.622233	31.650813	30.992678	29.911142	0.369999	0.488478	0.478773	30.695314	up	31.650813	30.992678	0.658134	0.727236	-0.069101	32.583966	30.095034	65.680963	31.77	31.074999	28.352501	27.125	31.08
MSFT	2012-03-09	32.099998	32.16	31.92	31.99	25.547276	34,628,400	32.0425	31.904963	32.16	31.904963	31.839999	31.4005	29.764	0.623264	31.702995	31.066554	29.992666	0.24	0.470729	0.454895	30.695314	up	31.702995	31.066554	0.636441	0.709077	-0.072635	32.647028	30.153972	65.297262	31.909999	31.074999	28.645	27.174999	31.440001
MSFT	2012-03-12	31.969999	32.200001	31.82	32.040001	25.587208	34,073,600	32.0075	31.973731	32.200001	31.82	31.888	31.4775	29.8884	0.600884	31.754842	31.138661	30.072954	0.380001	0.464249	0.447406	30.695314	up	31.754842	31.138661	0.616181	0.690498	-0.074316	32.679269	30.275731	65.834684	31.965	31.145	28.7325	27.235	31.139999
MSFT	2012-03-13	32.240002	32.689999	32.150002	32.669998	26.090321	48,951,700	32.4375	31.990616	32.689999	31.990616	32.109999	31.582	30.0214	0.618075	31.895636	31.252094	30.174799	0.649998	0.477516	0.467665	31.017005	up	31.895636	31.252094	0.643542	0.681107	-0.037565	32.81815	30.34585	71.767325	32.09	31.27	28.8475	27.35	31.01
MSFT	2012-03-14	32.529999	32.880001	32.490002	32.77	26.170183	41,986,900	32.667501	32.214058	32.880001	32.214058	32.295999	31.708	30.1576	0.588393	32.030153	31.364531	30.276571	0.389999	0.471265	0.459899	31.305306	up	32.030153	31.364531	0.665622	0.67801	-0.012388	32.884786	30.531214	72.581216	32.185001	31.365001	28.8725	27.35	32.419998
MSFT	2012-03-15	32.790001	32.939999	32.580002	32.849998	26.23407	49,068,300	32.79	32.440779	32.939999	32.440779	32.463999	31.848	30.2792	0.499532	32.156283	31.474566	30.37749	0.359997	0.463317	0.449908	31.410275	up	32.156283	31.474566	0.681718	0.678751	0.002966	32.847064	30.848936	73.245667	32.215	31.395	28.93	27.395	32.119999
MSFT	2012-03-16	32.91	32.950001	32.5	32.599998	26.034422	65,626,400	32.74	32.61539	32.950001	32.5	32.585999	31.9135	30.3832	0.508323	32.224547	31.557931	30.464647	0.450001	0.462366	0.449918	31.410275	up	32.224547	31.557931	0.666616	0.676324	-0.009708	32.930145	30.896855	67.722439	32.220001	31.400001	29.14	27.485	31.92
MSFT	2012-03-19	32.540001	32.610001	32.150002	32.200001	25.714977	44,789,200	32.375001	32.677695	32.677695	32.150002	32.617999	31.961	30.4736	0.486998	32.220771	31.605492	30.5327	0.459999	0.462197	0.450926	31.410275	up	32.220771	31.605492	0.615279	0.664115	-0.048836	32.934996	30.987004	59.935027	32.240001	31.400001	29.3025	27.549999	32.200001
MSFT	2012-03-20	32.099998	32.150002	31.74	31.99	25.547276	41,566,800	31.995	32.526348	32.526348	31.74	32.481999	31.9885	30.5512	0.471305	32.185267	31.633974	30.589849	0.460001	0.46204	0.451833	31.410275	up	32.185267	31.633974	0.551294	0.641551	-0.090257	32.931111	31.045889	56.276257	32.345001	31.400001	29.53	27.745	32.110001
MSFT	2012-03-21	31.959999	32.150002	31.82	31.91	25.483389	37,928,600	31.96	32.260674	32.260674	31.82	32.309999	32.0205	30.6346	0.440687	32.142919	31.65442	30.64162	0.330002	0.452609	0.43965	31.410275	up	32.142919	31.65442	0.488498	0.61094	-0.122442	32.901873	31.139127	54.901297	32.345001	31.400001	29.67	27.775	31.98
MSFT	2012-03-22	31.809999	32.09	31.790001	32	25.55526	31,749,500	31.9225	32.110337	32.110337	31.790001	32.14	32.052	30.7178	0.413414	32.120931	31.680019	30.69489	0.299999	0.441708	0.425685	31.410275	up	32.120931	31.680019	0.440912	0.576935	-0.136022	32.878828	31.225171	56.197871	32.345001	31.490001	29.67	27.969999	32.02
MSFT	2012-03-23	32.099998	32.110001	31.719999	32.009998	25.56325	35,912,200	31.984999	32.016419	32.110001	31.719999	32.022	32.0785	30.8036	0.391209	32.103865	31.704462	30.746463	0.390002	0.438015	0.422117	31.410275	up	32.103865	31.704462	0.399403	0.541428	-0.142026	32.860918	31.296081	56.34801	32.335	31.625	29.705	27.98	32.009998
MSFT	2012-03-26	32.189999	32.610001	32.150002	32.59	26.02644	36,758,300	32.385001	32.000709	32.610001	32.000709	32.1	32.1405	30.8954	0.367201	32.178655	31.770057	30.818758	0.600003	0.449586	0.439905	31.410275	up	32.178655	31.770057	0.408598	0.514862	-0.106265	32.874901	31.406098	64.047	32.335	31.950001	30.08	28.355	31.799999
MSFT	2012-03-27	32.650002	32.700001	32.400002	32.52	25.970535	36,274,900	32.567501	32.192855	32.700001	32.192855	32.206	32.173	30.9808	0.370747	32.231169	31.825608	30.885473	0.299999	0.438901	0.425915	31.410275	up	32.231169	31.825608	0.405561	0.493002	-0.087441	32.914494	31.431505	62.611714	32.335	31.975001	30.15	28.42	31.76
MSFT	2012-03-28	32.52	32.700001	32.040001	32.189999	25.706999	41,344,800	32.3625	32.380178	32.700001	32.040001	32.261999	32.1955	31.0594	0.356466	32.224835	31.8526	30.936631	0.66	0.454694	0.449323	31.410275	up	32.224835	31.8526	0.372235	0.468849	-0.096613	32.908432	31.482568	56.215834	32.335	31.975001	30.215001	28.450001	30.98
MSFT	2012-03-29	32.060001	32.189999	31.809999	32.119999	25.651091	37,038,500	32.045	32.371339	32.371339	31.809999	32.285999	32.187	31.1372	0.356121	32.208707	31.872408	30.983038	0.38	0.449358	0.442391	31.410275	up	32.208707	31.872408	0.336299	0.442339	-0.10604	32.899241	31.474758	54.933938	32.21	31.975001	30.295	28.485001	30.65
MSFT	2012-03-30	32.400002	32.41	32.040001	32.259998	25.762897	31,749,400	32.2775	32.208169	32.41	32.040001	32.335999	32.195999	31.22	0.355548	32.216598	31.901118	31.033115	0.369999	0.44369	0.435152	31.410275	up	32.216598	31.901118	0.31548	0.416967	-0.101487	32.907096	31.484903	57.043696	32.21	32.025001	30.295	28.485001	30.5
MSFT	2012-04-02	32.220001	32.459999	31.950001	32.290001	25.786854	35,853,600	32.230001	32.242835	32.459999	31.950001	32.275999	32.220499	31.2716	0.343503	32.22789	31.929924	31.082404	0.509998	0.448426	0.442636	31.410275	up	32.22789	31.929924	0.297966	0.393167	-0.0952	32.907505	31.533493	57.502859	32.21	32.025001	30.31	28.485001	30.76
MSFT	2012-04-03	32.16	32.189999	31.66	31.940001	25.507341	42,752,100	31.9875	32.236418	32.236418	31.66	32.16	32.2395	31.3158	0.314316	32.1836	31.930671	31.116036	0.630001	0.461396	0.461373	31.410275	up	32.1836	31.930671	0.252929	0.365119	-0.11219	32.868131	31.610868	50.695236	32.180001	32.165	30.49	28.485001	30.74
MSFT	2012-04-04	31.66	31.690001	31.049999	31.209999	24.92436	49,455,900	31.4025	32.111959	32.111959	31.049999	31.964	32.207999	31.3532	0.380963	32.033815	31.877287	31.119721	0.890002	0.49201	0.504236	32.882707	down	32.033815	31.877287	0.156528	0.323401	-0.166873	32.969925	31.446074	40.046242	31.875	32	30.68	28.685001	31.16
MSFT	2012-04-05	31.15	31.629999	31.049999	31.52	25.171928	50,368,600	31.3375	31.757229	31.757229	31.049999	31.844	32.1835	31.3924	0.409084	31.954767	31.850822	31.135418	0.58	0.498295	0.511812	32.875436	down	31.954767	31.850822	0.103945	0.27951	-0.175565	33.001668	31.365331	45.30091	31.875	32	30.7825	28.720001	30.68
MSFT	2012-04-09	31.219999	31.4	30.969999	31.1	24.836514	31,056,400	31.1725	31.547364	31.547364	30.969999	31.612	32.139	31.4244	0.474429	31.823264	31.795205	31.134029	0.550001	0.501989	0.515631	32.731893	down	31.823264	31.795205	0.028059	0.22922	-0.201161	33.087858	31.190142	40.164685	31.835	31.96	31.14	28.915	30.209999
MSFT	2012-04-10	31.059999	31.190001	30.299999	30.469999	24.333397	54,131,300	30.755	31.359932	31.359932	30.299999	31.248	32.060499	31.4492	0.603895	31.615069	31.697042	31.107988	0.890002	0.529704	0.553068	32.404204	down	31.615069	31.697042	-0.081972	0.166981	-0.248954	33.268289	30.85271	33.947163	31.5	31.625	31.1775	28.94	29.9
MSFT	2012-04-11	30.43	30.530001	30.23	30.35	24.23757	43,014,000	30.385	31.057466	31.057466	30.23	30.93	31.9445	31.464	0.696393	31.420443	31.597261	31.078263	0.300001	0.513297	0.527761	31.963285	down	31.420443	31.597261	-0.176818	0.098221	-0.275039	33.337285	30.551714	32.902392	31.345	31.590001	31.1775	28.94	29.719999
MSFT	2012-04-12	30.48	31.040001	30.42	30.98	24.740688	38,304,000	30.73	30.721233	31.040001	30.42	30.884	31.855	31.493	0.699733	31.352683	31.551538	31.07441	0.690001	0.525918	0.543985	31.963285	down	31.352683	31.551538	-0.198855	0.038806	-0.237661	33.254465	30.455534	42.84733	31.345	31.590001	31.1775	28.94	29.27
MSFT	2012-04-13	30.889999	31.16	30.719999	30.809999	24.604923	39,749,200	30.894999	30.725617	31.16	30.719999	30.742	31.753	31.5114	0.695732	31.269193	31.496609	31.064041	0.440001	0.519781	0.533587	31.963285	down	31.269193	31.496609	-0.227416	-0.014438	-0.212978	33.144464	30.361535	41.078035	31.345	31.590001	31.3025	28.94	29.75
MSFT	2012-04-16	30.99	31.190001	30.77	31.08	24.820545	38,124,800	31.0075	30.810308	31.190001	30.77	30.738	31.677	31.534	0.681207	31.240086	31.465749	31.064667	0.420001	0.512654	0.522228	31.963285	down	31.240086	31.465749	-0.225663	-0.056683	-0.16898	33.039414	30.314585	44.965029	31.21	31.590001	31.422499	28.96	29.76
MSFT	2012-04-17	31.27	31.610001	31.200001	31.440001	25.108049	34,361,500	31.380001	30.908904	31.610001	30.908904	30.932	31.639	31.558	0.671627	31.270842	31.463842	31.079386	0.530001	0.513893	0.523006	31.963285	down	31.270842	31.463842	-0.192999	-0.083947	-0.109053	32.982254	30.295745	49.727077	30.960001	31.590001	31.492499	29.085	29.110001
MSFT	2012-04-18	31.280001	31.309999	31.040001	31.139999	24.868464	40,552,900	31.1925	31.144452	31.309999	31.040001	31.09	31.5965	31.5768	0.675132	31.250713	31.439854	31.081763	0.4	0.505758	0.510705	31.963285	down	31.250713	31.439854	-0.189141	-0.104985	-0.084155	32.946763	30.246236	46.143852	30.93	31.590001	31.555	29.1	29.07
MSFT	2012-04-19	31.129999	31.68	30.940001	31.01	24.764648	54,781,200	31.19	31.168476	31.68	30.940001	31.096	31.5515	31.59	0.683083	31.21368	31.408013	31.078948	0.739999	0.52249	0.533634	31.963285	down	31.21368	31.408013	-0.194333	-0.122855	-0.071478	32.917666	30.185333	44.642676	30.955	31.590001	31.68	29.225	29.059999
MSFT	2012-04-20	32.150002	32.889999	32.049999	32.419998	25.890678	106,045,000	32.3775	31.179238	32.889999	31.179238	31.418	31.5725	31.6252	0.703741	31.399267	31.482974	31.131539	1.879999	0.619454	0.668271	30.465186	up	31.399267	31.482974	-0.083707	-0.115025	0.031318	32.979981	30.165018	59.885935	31.56	31.590001	31.775001	29.370001	29.559999
MSFT	2012-04-23	32.310001	32.5	32.029999	32.119999	25.651091	61,398,200	32.24	31.778369	32.5	31.778369	31.625999	31.578	31.6522	0.707758	31.510149	31.530161	31.170302	0.470001	0.608779	0.648444	30.465186	up	31.510149	31.530161	-0.020012	-0.096023	0.07601	32.993516	30.162483	56.331735	31.56	31.590001	31.805	29.425	29.34
MSFT	2012-04-24	32.209999	32.52	31.83	31.92	25.491379	40,871,100	32.12	32.009184	32.52	31.83	31.721999	31.5445	31.6806	0.672305	31.573203	31.559038	31.199702	0.69	0.614581	0.6526	30.465186	up	31.573203	31.559038	0.014165	-0.073985	0.08815	32.88911	30.199889	54.029546	31.655	31.56	31.810001	29.67	29.190001
MSFT	2012-04-25	31.92	32.32	31.870001	32.200001	25.714977	62,495,500	32.077501	32.064592	32.32	31.870001	31.934	31.5285	31.713	0.651349	31.669634	31.606517	31.238929	0.449999	0.602825	0.632339	30.465186	up	31.669634	31.606517	0.063116	-0.046565	0.109681	32.831198	30.225802	56.697725	31.804999	31.56	31.820001	29.865001	28.450001
MSFT	2012-04-26	32.119999	32.23	31.92	32.110001	25.643112	40,308,100	32.095	32.071046	32.23	31.92	32.154	31.5245	31.7502	0.647306	31.737382	31.643812	31.273089	0.31	0.581909	0.600106	30.465186	up	31.737382	31.643812	0.09357	-0.018538	0.112108	32.819112	30.229888	55.581041	31.83	31.56	31.872501	30.120001	28.549999
MSFT	2012-04-27	32.119999	32.220001	31.879999	31.98	25.539289	41,419,100	32.05	32.083023	32.220001	31.879999	32.066	31.5175	31.7888	0.641256	31.774708	31.668715	31.300811	0.340002	0.56463	0.574095	30.465186	up	31.774708	31.668715	0.105993	0.006368	0.099625	32.800012	30.234988	53.928795	31.915	31.56	31.872501	30.160001	28.51
MSFT	2012-04-30	31.98	32.110001	31.92	32.02	25.571243	35,697,200	32.0075	32.066511	32.110001	31.92	32.046	31.5055	31.8034	0.628754	31.812445	31.694736	31.329014	0.190001	0.537871	0.535686	30.465186	up	31.812445	31.694736	0.117709	0.028637	0.089073	32.763008	30.247992	54.37818	31.915	31.56	31.917501	30.160001	29.35
MSFT	2012-05-01	32.049999	32.34	31.950001	32.009998	25.56325	43,832,300	32.0875	32.037006	32.34	31.950001	32.064	31.4915	31.8186	0.613294	31.842838	31.718089	31.35572	0.389999	0.527308	0.521117	30.581649	up	31.842838	31.718089	0.124749	0.047859	0.07689	32.718087	30.264912	54.235723	31.915	31.56	31.98	30.160001	29.23
MSFT	2012-05-02	31.85	31.93	31.639999	31.799999	25.395546	37,385,300	31.805	32.062253	32.062253	31.639999	31.984	31.4845	31.8258	0.608687	31.836247	31.724156	31.373142	0.369999	0.516072	0.506005	30.581649	up	31.836247	31.724156	0.112091	0.060706	0.051386	32.701873	30.267126	51.202743	32.264999	31.56	32.142501	30.160001	29.65
MSFT	2012-05-03	31.879999	31.9	31.610001	31.76	25.363602	31,501,300	31.7875	31.933626	31.933626	31.610001	31.913999	31.512	31.8356	0.608056	31.824517	31.726811	31.388313	0.289999	0.499924	0.484405	30.581649	up	31.824517	31.726811	0.097706	0.068106	0.0296	32.728113	30.295887	50.622058	32.065001	31.56	32.155	30.300001	28.9
MSFT	2012-05-04	31.450001	31.57	30.92	30.98	24.740688	57,927,200	31.23	31.860563	31.860563	30.92	31.713999	31.485	31.8278	0.619563	31.694591	31.671492	31.372301	0.84	0.524215	0.519964	30.581649	up	31.694591	31.671492	0.023099	0.059104	-0.036005	32.724125	30.245874	40.884754	31.72	31.56	32.155	30.370001	29.290001
MSFT	2012-05-07	30.700001	30.860001	30.57	30.65	24.477144	48,641,400	30.695001	31.545282	31.545282	30.57	31.439999	31.4625	31.8112	0.642043	31.533885	31.595826	31.343975	0.41	0.516057	0.508968	30.581649	up	31.533885	31.595826	-0.061941	0.034895	-0.096836	32.746586	30.178413	37.590333	31.455	31.56	32.0925	30.46	29.129999
MSFT	2012-05-08	30.48	30.780001	30.17	30.5	24.357359	46,328,300	30.4825	31.120141	31.120141	30.17	31.138	31.464	31.7942	0.639633	31.374826	31.514654	31.310878	0.610001	0.522767	0.519071	32.032214	down	31.374826	31.514654	-0.139828	-0.000049	-0.139779	32.743266	30.184734	36.163889	31.255	31.53	32.1175	30.46	29.34
MSFT	2012-05-09	30.190001	30.83	30.1	30.76	24.564995	50,309,300	30.47	30.801321	30.83	30.1	30.93	31.4845	31.772	0.60783	31.280237	31.458753	31.289275	0.73	0.537569	0.540164	32.032214	down	31.280237	31.458753	-0.178516	-0.035743	-0.142773	32.70016	30.268839	40.386581	31.22	31.495	32.1175	30.490001	30.02
MSFT	2012-05-10	30.860001	31.02	30.450001	30.74	24.549028	43,839,200	30.767501	30.63566	31.02	30.450001	30.726	31.4725	31.752	0.62055	31.197124	31.405512	31.267735	0.569999	0.539886	0.543147	32.032214	down	31.197124	31.405512	-0.208389	-0.070272	-0.138117	32.7136	30.231399	40.166477	31.22	31.495	32.1725	30.850001	29.84
MSFT	2012-05-11	30.690001	31.540001	30.690001	31.16	24.884436	43,459,300	31.020001	30.70158	31.540001	30.690001	30.762	31.49	31.7294	0.60564	31.191412	31.387326	31.26351	0.85	0.562037	0.573833	32.032214	down	31.191412	31.387326	-0.195914	-0.0954	-0.100514	32.70128	30.27872	46.731894	31.22	31.495	31.9375	30.890001	30.700001
MSFT	2012-05-14	30.82	31.040001	30.639999	30.68	24.50111	40,528,900	30.795	30.860791	31.040001	30.639999	30.768	31.47	31.7014	0.626149	31.112734	31.334932	31.240627	0.520001	0.559034	0.56845	32.032214	down	31.112734	31.334932	-0.222198	-0.12076	-0.101438	32.722298	30.217701	41.171664	31.015	31.495	31.9375	30.890001	30.93
MSFT	2012-05-15	30.639999	30.799999	30.15	30.209999	24.284067	61,822,800	30.449999	30.827895	30.827895	30.15	30.71	31.4085	31.6696	0.686726	30.973851	31.251603	31.200211	0.649999	0.565532	0.576605	32.032214	down	30.973851	31.251603	-0.277752	-0.152158	-0.125594	32.781951	30.035048	36.581923	31	31.495	31.8975	30.890001	30.139999
MSFT	2012-05-16	30.309999	30.32	29.74	29.9	24.03488	60,083,700	30.0675	30.638947	30.638947	29.74	30.538	31.3465	31.6364	0.763884	30.808643	31.151485	31.149222	0.58	0.566565	0.576944	31.760832	down	30.808643	31.151485	-0.342841	-0.190295	-0.152546	32.874267	29.818732	33.897772	30.655	31.315	31.5625	30.890001	30.700001
MSFT	2012-05-17	29.99	30.209999	29.709999	29.719999	23.890184	48,484,000	29.907499	30.353224	30.353224	29.709999	30.334	31.282	31.594	0.844048	30.64116	31.045449	31.093174	0.5	0.561811	0.56925	31.667748	down	30.64116	31.045449	-0.404289	-0.233094	-0.171195	32.970095	29.593904	32.410712	30.625	31.299999	31.4675	30.890001	29.870001
MSFT	2012-05-18	29.790001	29.809999	29.17	29.27	23.52846	56,205,300	29.51	30.130361	30.130361	29.17	29.956	31.1245	31.5392	0.911705	30.430212	30.913934	31.021677	0.639999	0.567395	0.576325	31.218973	down	30.430212	30.913934	-0.483722	-0.283219	-0.200503	32.947909	29.301091	28.987108	30.355001	31.03	31.4675	30.890001	30.02
MSFT	2012-05-21	29.1	29.790001	29.059999	29.75	23.914301	38,787,900	29.425	29.820181	29.820181	29.059999	29.77	31.006	31.4944	0.929354	30.325564	30.827717	30.971807	0.730002	0.57901	0.591692	31.200077	down	30.325564	30.827717	-0.502153	-0.327006	-0.175147	32.864708	29.147292	36.671484	30.3	30.974999	31.4675	31.090001	30.17
MSFT	2012-05-22	29.690001	29.879999	29.5	29.76	23.922338	39,504,900	29.7075	29.62259	29.879999	29.5	29.68	30.898	31.4488	0.942955	30.238554	30.748626	30.924285	0.379999	0.564795	0.570523	31.200077	down	30.238554	30.748626	-0.510072	-0.363619	-0.146453	32.78391	29.01209	36.824861	30.3	30.974999	31.4	31.33	29.91

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