Datasets:

Changahou
/

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	2010-01-06	30.879999	31.08	30.52	30.77	23.295321	58,182,400	30.8125	30.876231	31.08	30.52	30.824	30.4565	29.673	0.567165	30.740911	30.322369	29.467205	0.56	0.462746	0.461782	30.154449	up	30.740911	30.322369	0.418543	0.459983	-0.041441	31.59083	29.32217	57.309911	30.99	30.25	28.789999	27.285	27.93
MSFT	2010-01-07	30.629999	30.700001	30.190001	30.450001	23.053051	50,559,700	30.492501	30.844365	30.844365	30.190001	30.722	30.5005	29.7084	0.527521	30.696156	30.331823	29.505746	0.579999	0.471121	0.473603	30.154449	up	30.696156	30.331823	0.364333	0.440853	-0.07652	31.555542	29.445458	52.229846	30.845001	30.375	29.11	27.285	28.35
MSFT	2010-01-08	30.280001	30.879999	30.24	30.66	23.212036	51,197,400	30.515	30.668433	30.879999	30.24	30.758	30.548	29.7498	0.494321	30.690594	30.356132	29.551011	0.639999	0.483184	0.490243	30.154449	up	30.690594	30.356132	0.334461	0.419575	-0.085114	31.536642	29.559358	55.046029	30.845001	30.375	29.11	27.285	28.59
MSFT	2010-01-11	30.709999	30.76	30.120001	30.27	22.916773	68,754,700	30.465	30.591716	30.76	30.120001	30.622	30.568	29.7948	0.473081	30.625887	30.349752	29.579207	0.639999	0.494385	0.505219	30.154449	up	30.625887	30.349752	0.276135	0.390887	-0.114752	31.514163	29.621837	49.240297	30.810001	30.375	29.0875	27.285	28.969999
MSFT	2010-01-12	30.15	30.4	29.91	30.07	22.765356	65,912,100	30.1325	30.528358	30.528358	29.91	30.444	30.579	29.8318	0.45782	30.540366	30.32903	29.598454	0.49	0.494072	0.503697	31.66609	down	30.540366	30.32903	0.211336	0.354977	-0.143641	31.494639	29.663361	46.530017	30.600001	30.375	29.140001	27.315001	28.77
MSFT	2010-01-13	30.26	30.52	30.01	30.35	22.977341	51,863,500	30.285	30.330429	30.52	30.01	30.36	30.591	29.8842	0.447918	30.511079	30.330583	29.627926	0.51	0.49521	0.504327	31.66609	down	30.511079	30.330583	0.180496	0.32008	-0.139585	31.486836	29.695164	50.627276	30.505	30.375	29.225001	27.400001	28.73
MSFT	2010-01-14	30.309999	31.1	30.26	30.959999	23.439161	63,228,100	30.6575	30.307715	31.1	30.26	30.462	30.638	29.9458	0.433949	30.580143	30.377207	29.680164	0.84	0.519838	0.537894	31.66609	down	30.580143	30.377207	0.202937	0.296652	-0.093715	31.505897	29.770103	58.150873	30.505	30.375	29.225001	27.400001	28.33
MSFT	2010-01-15	31.08	31.24	30.709999	30.860001	23.363455	79,913,200	30.9725	30.482607	31.24	30.482607	30.502	30.676	30.0124	0.417315	30.623198	30.412969	29.726432	0.530001	0.520564	0.537105	31.66609	down	30.623198	30.412969	0.210229	0.279367	-0.069138	31.510629	29.841371	56.627478	30.575	30.375	29.225001	27.400001	28.629999
MSFT	2010-01-19	30.75	31.24	30.68	31.1	23.545153	46,575,700	30.9425	30.727554	31.24	30.68	30.668	30.751	30.0732	0.341697	30.696552	30.46386	29.780298	0.56	0.52338	0.539394	31.66609	down	30.696552	30.46386	0.232692	0.270032	-0.03734	31.434393	30.067607	59.378031	30.575	30.535	29.230001	27.400001	28.6
MSFT	2010-01-20	30.809999	30.940001	30.309999	30.59	23.15904	54,849,500	30.6625	30.835027	30.940001	30.309999	30.772	30.7625	30.1156	0.331565	30.68016	30.473204	29.812051	0.790001	0.542425	0.564455	31.66609	down	30.68016	30.473204	0.206956	0.257417	-0.050461	31.42563	30.09937	51.852752	30.575	30.535	29.340001	27.400001	28.67
MSFT	2010-01-21	30.610001	30.719999	30	30.01	22.719929	73,086,700	30.335	30.748763	30.748763	30	30.704	30.737	30.1454	0.368726	30.577058	30.438893	29.819813	0.719999	0.555109	0.58001	31.66609	down	30.577058	30.438893	0.138166	0.233567	-0.095401	31.474452	29.999548	44.885723	30.575	30.535	29.547501	27.400001	29.02
MSFT	2010-01-22	30	30.200001	28.84	28.959999	21.924994	102,004,600	29.5	30.541882	30.541882	28.84	30.304	30.644	30.1448	0.541007	30.32828	30.329345	29.786095	1.360001	0.612601	0.658009	31.494027	down	30.32828	30.329345	-0.001065	0.18664	-0.187705	31.726014	29.561986	35.568479	30.04	30.17	29.547501	27.400001	28.459999
MSFT	2010-01-25	29.24	29.66	29.1	29.32	22.197546	63,373,000	29.33	30.020941	30.020941	29.1	29.996	30.564	30.151	0.611722	30.17316	30.254579	29.767817	0.700001	0.618844	0.662208	31.366624	down	30.17316	30.254579	-0.081419	0.133029	-0.214447	31.787445	29.340555	40.15522	30.04	30.17	29.630001	27.400001	28.459999
MSFT	2010-01-26	29.200001	29.85	29.09	29.5	22.333824	66,639,900	29.41	29.67547	29.85	29.09	29.676	30.489	30.1586	0.646423	30.069597	30.198684	29.757314	0.76	0.628926	0.671987	31.366624	down	30.069597	30.198684	-0.129087	0.080605	-0.209692	31.781845	29.196155	42.364493	30.04	30.17	29.705	27.465	28.629999
MSFT	2010-01-27	29.35	29.82	29.02	29.67	22.462526	63,949,500	29.465	29.542735	29.82	29.02	29.492	30.414	30.1648	0.650258	30.00812	30.159522	29.75389	0.8	0.641146	0.684788	31.366624	down	30.00812	30.159522	-0.151402	0.034204	-0.185606	31.714516	29.113483	44.450262	30.04	30.17	29.705	27.535	28.59
MSFT	2010-01-28	29.84	29.870001	28.889999	29.16	22.07642	117,513,700	29.44	29.503868	29.870001	28.889999	29.322	30.3025	30.1554	0.665115	29.87764	30.085483	29.7306	0.980002	0.66535	0.71431	31.366624	down	29.87764	30.085483	-0.207843	-0.014205	-0.193638	31.63273	28.97227	39.797241	30.04	30.17	29.725001	27.665	28.629999
MSFT	2010-01-29	29.9	29.92	27.66	28.18	21.334484	193,888,500	28.915	29.471934	29.92	27.66	29.166	30.1635	30.1282	0.797742	29.616465	29.944337	29.669793	2.26	0.779253	0.868879	31.366624	down	29.616465	29.944337	-0.327872	-0.076939	-0.250933	31.758984	28.568016	32.711279	29.45	29.58	29.92	28.03	28.799999
MSFT	2010-02-01	28.389999	28.48	27.92	28.41	21.508604	85,931,100	28.3	29.193467	29.193467	27.92	28.984	30.06	30.0964	0.884123	29.430855	29.830682	29.620389	0.56	0.763593	0.837991	30.713973	down	29.430855	29.830682	-0.399827	-0.141516	-0.258311	31.828246	28.291754	35.609006	29.300001	29.58	30.045	28.195	28.969999
MSFT	2010-02-02	28.370001	28.5	28.139999	28.459999	21.546465	54,413,700	28.3675	28.746733	28.746733	28.139999	28.776	29.9355	30.0634	0.926502	29.281492	29.72915	29.574883	0.360001	0.734765	0.790192	30.690575	down	29.281492	29.72915	-0.447657	-0.202745	-0.244913	31.788503	28.082497	36.251697	29.19	29.58	30.055001	28.235001	29.18
MSFT	2010-02-03	28.26	28.790001	28.120001	28.629999	21.675171	61,397,900	28.45	28.557117	28.790001	28.120001	28.568	29.819	30.0404	0.937325	29.181263	29.647731	29.537829	0.67	0.730139	0.778173	30.690575	down	29.181263	29.647731	-0.466469	-0.255489	-0.210979	31.69365	27.94435	38.499347	28.930001	29.58	30.08	28.26	29.27
MSFT	2010-02-04	28.379999	28.5	27.809999	27.84	21.077074	77,850,000	28.1325	28.503558	28.503558	27.809999	28.304	29.6725	30.0048	1.007231	28.974915	29.513825	29.471248	0.82	0.736557	0.782355	30.502066	down	28.974915	29.513825	-0.538911	-0.312174	-0.226737	31.686962	27.658037	32.725008	28.79	29.58	30.17	28.5	29.290001
MSFT	2010-02-05	28	28.280001	27.57	28.02	21.213345	80,960,100	27.9675	28.318029	28.318029	27.57	28.272	29.551	29.9664	1.053985	28.828005	29.403172	29.414336	0.710001	0.73466	0.77512	30.250361	down	28.828005	29.403172	-0.575167	-0.364772	-0.210395	31.658969	27.443031	35.113024	28.745	29.430001	30.33	28.7	29.370001
MSFT	2010-02-08	28.01	28.08	27.57	27.719999	20.986219	52,820,600	27.845	28.142765	28.142765	27.57	28.133999	29.404	29.9226	1.09538	28.657542	29.278492	29.347891	0.51	0.718613	0.748608	30.070824	down	28.657542	29.278492	-0.62095	-0.416008	-0.204942	31.59476	27.21324	33.00991	28.745	29.405	30.33	28.720001	29.629999
MSFT	2010-02-09	27.969999	28.34	27.75	28.01	21.20578	59,195,800	28.0175	27.993882	28.34	27.75	28.044	29.291	29.887	1.117685	28.55792	29.18453	29.295425	0.620001	0.711569	0.735747	30.070824	down	28.55792	29.18453	-0.626609	-0.458128	-0.168481	31.52637	27.055629	36.941767	28.745	29.405	30.3875	28.720001	29.610001
MSFT	2010-02-10	28.030001	28.24	27.84	27.99	21.190641	48,591,300	28.025	28.005691	28.24	27.84	27.916	29.187	29.8624	1.137972	28.470548	29.096046	29.244232	0.4	0.689314	0.702173	30.070824	down	28.470548	29.096046	-0.625498	-0.491602	-0.133896	31.462944	26.911056	36.781431	28.745	29.405	30.53	28.720001	29.59
MSFT	2010-02-11	27.93	28.4	27.700001	28.120001	21.289057	65,993,700	28.037501	28.015346	28.4	27.700001	27.972	29.0755	29.8366	1.127221	28.416618	29.023746	29.200144	0.699999	0.690078	0.701955	30.070824	down	28.416618	29.023746	-0.607129	-0.514707	-0.092421	31.329941	26.821059	38.645497	28.180001	29.405	30.5575	28.815	29.6
MSFT	2010-02-12	27.809999	28.059999	27.58	27.93	21.14521	81,117,200	27.845	28.026423	28.059999	27.58	27.954	28.924	29.795	1.062363	28.341753	28.942728	29.150335	0.540001	0.679358	0.68576	29.877279	down	28.341753	28.942728	-0.600975	-0.531961	-0.069014	31.048726	26.799274	36.93151	28.180001	29.405	30.62	28.815	29.879999
MSFT	2010-02-16	28.129999	28.370001	28.02	28.35	21.56356	51,935,600	28.2175	27.935711	28.370001	27.935711	28.08	28.7985	29.7664	0.965458	28.343022	28.898822	29.118949	0.440001	0.662261	0.661184	29.877279	down	28.343022	28.898822	-0.5558	-0.536729	-0.019071	30.729415	26.867585	42.954448	28.180001	29.405	30.61	29.455	29.65
MSFT	2010-02-17	28.530001	28.65	28.360001	28.59	21.746096	45,882,900	28.532501	28.076606	28.65	28.076606	28.196	28.673	29.7416	0.799395	28.381019	28.875947	29.098206	0.3	0.636385	0.625066	29.877279	down	28.381019	28.875947	-0.494928	-0.528369	0.033441	30.27179	27.074209	46.120831	28.11	29.405	30.61	29.455	30.01
MSFT	2010-02-18	28.59	29.030001	28.51	28.969999	22.035135	42,856,500	28.775	28.304553	29.030001	28.304553	28.392	28.592	29.7214	0.665848	28.471631	28.882913	29.093178	0.520001	0.628072	0.614559	29.877279	down	28.471631	28.882913	-0.411282	-0.504951	0.093669	29.923696	27.260304	50.779321	28.300001	29.405	30.5925	29.455	29.66
MSFT	2010-02-19	28.790001	28.92	28.690001	28.77	21.883015	44,451,800	28.792501	28.539777	28.92	28.539777	28.522	28.53	29.701	0.578919	28.517534	28.87455	29.080505	0.279998	0.60321	0.581103	29.877279	down	28.517534	28.87455	-0.357016	-0.475364	0.118349	29.687838	27.372162	48.407057	28.300001	29.405	30.4875	29.455	29.59
MSFT	2010-02-22	28.84	28.940001	28.65	28.73	21.852583	36,707,100	28.79	28.666139	28.940001	28.65	28.682	28.5185	29.6842	0.572173	28.550221	28.863842	29.066759	0.290001	0.580838	0.551993	29.877279	down	28.550221	28.863842	-0.313621	-0.443016	0.129394	29.662846	27.374154	47.924828	28.305001	29.405	30.44	29.455	29.77
MSFT	2010-02-23	28.68	28.83	28.09	28.33	21.548342	52,266,200	28.4825	28.728069	28.83	28.09	28.678	28.469	29.6566	0.541167	28.516341	28.824298	29.037867	0.74	0.592206	0.570793	29.877279	down	28.516341	28.824298	-0.307957	-0.416004	0.108047	29.551335	27.386665	43.281476	28.305001	29.405	30.44	29.455	29.290001
MSFT	2010-02-24	28.52	28.790001	28.379999	28.629999	21.776527	43,165,900	28.58	28.605285	28.790001	28.379999	28.686	28.4255	29.6318	0.486096	28.533827	28.809906	29.021872	0.460001	0.582763	0.559714	29.877279	down	28.533827	28.809906	-0.276079	-0.388019	0.11194	29.397691	27.453308	47.397887	28.305001	29.405	30.475	29.455	29.16
MSFT	2010-02-25	28.27	28.65	28.02	28.6	21.753712	48,735,300	28.385	28.592642	28.65	28.02	28.612	28.372	29.6068	0.391617	28.544007	28.794357	29.005328	0.63	0.586137	0.566743	29.877279	down	28.544007	28.794357	-0.25035	-0.360485	0.110135	29.155234	27.588765	47.030314	28.305001	29.255001	30.555	29.465	29.27
MSFT	2010-02-26	28.65	28.85	28.51	28.67	21.80695	40,370,600	28.67	28.488821	28.85	28.488821	28.592	28.3475	29.578	0.353164	28.563391	28.785146	28.992178	0.34	0.568556	0.544069	29.877279	down	28.563391	28.785146	-0.221755	-0.332739	0.110984	29.053828	27.641172	48.042839	28.525001	29.145	30.555	29.560001	29.32
MSFT	2010-03-01	28.77	29.049999	28.530001	29.02	22.07316	43,805,400	28.8425	28.579411	29.049999	28.530001	28.65	28.3895	29.558	0.381044	28.633638	28.802542	28.993269	0.519998	0.565087	0.541661	29.877279	down	28.633638	28.802542	-0.168904	-0.299972	0.131068	29.151587	27.627412	52.891606	28.535	28.885001	30.555	29.850001	29.35
MSFT	2010-03-02	29.08	29.299999	28.24	28.459999	21.647215	93,123,900	28.77	28.710955	29.299999	28.24	28.676	28.392	29.5252	0.381349	28.606925	28.777169	28.972356	1.059999	0.600438	0.593495	29.877279	down	28.606925	28.777169	-0.170244	-0.274026	0.103782	29.154698	27.629301	45.564711	28.66	28.745	30.105	29.850001	29.92
MSFT	2010-03-03	28.51	28.610001	28.35	28.459999	21.647215	48,442,100	28.4825	28.740477	28.740477	28.35	28.642	28.392	29.5024	0.381349	28.584321	28.753675	28.952264	0.260001	0.576121	0.560146	29.877279	down	28.584321	28.753675	-0.169354	-0.253092	0.083738	29.154698	27.629301	45.564711	28.66	28.745	30.105	30.015001	30.34
MSFT	2010-03-04	28.459999	28.65	28.27	28.629999	21.776527	42,890,600	28.5025	28.611489	28.65	28.27	28.647999	28.392	29.4678	0.381349	28.591348	28.744513	28.939626	0.38	0.562113	0.542131	29.877279	down	28.591348	28.744513	-0.153165	-0.233107	0.079941	29.154698	27.629301	48.096121	28.66	28.745	30.105	30.125	30.32
MSFT	2010-03-05	28.66	28.68	28.42	28.59	21.746096	56,001,800	28.5875	28.556994	28.68	28.42	28.631999	28.4295	29.4292	0.360518	28.591141	28.733068	28.925915	0.26	0.540533	0.513918	29.877279	down	28.591141	28.733068	-0.141927	-0.214871	0.072943	29.150536	27.708463	47.53599	28.66	28.745	30.105	30.125	30.450001
MSFT	2010-03-08	28.52	28.93	28.5	28.629999	21.776527	39,414,500	28.645	28.572247	28.93	28.5	28.553999	28.46	29.3854	0.349692	28.597119	28.725433	28.914311	0.43	0.532638	0.505526	29.877279	down	28.597119	28.725433	-0.128314	-0.197559	0.069245	29.159383	27.760617	48.18584	28.66	28.745	30.105	30.125	30.82
MSFT	2010-03-09	28.559999	29.110001	28.549999	28.799999	21.90583	50,271,600	28.755	28.608623	29.110001	28.549999	28.621999	28.514	29.343	0.310609	28.628331	28.730957	28.909828	0.560002	0.534593	0.510974	29.877279	down	28.628331	28.730957	-0.102625	-0.178573	0.075947	29.135217	27.892782	50.965776	28.66	28.435	29.515	29.58	30.870001
MSFT	2010-03-10	28.860001	29.110001	28.799999	28.969999	22.035135	44,891,400	28.935	28.681811	29.110001	28.681811	28.723999	28.562	29.3024	0.3027	28.680895	28.748663	28.912188	0.310002	0.51855	0.490877	29.877279	down	28.680895	28.748663	-0.067768	-0.156412	0.088644	29.167399	27.9566	53.644175	28.77	28.435	29.44	29.58	30.67
MSFT	2010-03-11	28.889999	29.190001	28.85	29.18	22.194862	35,349,700	29.0275	28.808406	29.190001	28.808406	28.833999	28.6215	29.2626	0.3013	28.757681	28.780614	28.92269	0.340001	0.505797	0.475789	29.877279	down	28.757681	28.780614	-0.022934	-0.129716	0.106783	29.2241	28.0189	56.784487	28.77	28.435	29.385	29.58	31.040001
MSFT	2010-03-12	29.32	29.379999	29.040001	29.27	22.263319	31,700,200	29.2525	28.917953	29.379999	28.917953	28.969999	28.679	29.2202	0.31016	28.836499	28.816865	28.93631	0.339998	0.493954	0.46221	29.877279	down	28.836499	28.816865	0.019634	-0.099846	0.11948	29.299319	28.058681	58.094704	28.81	28.475	29.255	29.58	31.360001
MSFT	2010-03-15	29.18	29.370001	29.01	29.290001	22.27854	37,512,000	29.212501	29.085226	29.370001	29.01	29.102	28.747	29.1868	0.285401	28.906269	28.851912	28.95018	0.360001	0.484386	0.451989	29.877279	down	28.906269	28.851912	0.054356	-0.069006	0.123362	29.317802	28.176197	58.396579	28.825	28.475	29.185	29.58	31.33
MSFT	2010-03-16	29.42	29.49	29.200001	29.370001	22.339384	36,723,500	29.370001	29.148863	29.49	29.148863	29.216	28.798	29.1646	0.301411	28.977612	28.890289	28.966644	0.289999	0.470501	0.43579	29.877279	down	28.977612	28.890289	0.087323	-0.03774	0.125063	29.400822	28.195178	59.648677	28.88	28.53	29.0875	29.535	31.389999
MSFT	2010-03-17	29.5	29.870001	29.4	29.629999	22.537148	50,385,700	29.6	29.259432	29.870001	29.259432	29.348	28.85	29.1382	0.349511	29.077979	28.945082	28.992658	0.5	0.472608	0.442211	29.877279	down	29.077979	28.945082	0.132897	-0.003613	0.136509	29.549022	28.150977	63.494044	29.145001	28.725001	29.075	29.535	30.959999
MSFT	2010-03-18	29.629999	29.719999	29.5	29.610001	22.52194	43,845,200	29.615	29.429716	29.719999	29.429716	29.434	28.882	29.1112	0.38823	29.159829	28.994336	29.016867	0.219999	0.454565	0.41999	29.877279	down	29.159829	28.994336	0.165493	0.030209	0.135284	29.658459	28.10554	62.996765	29.185001	28.725001	29.075	29.535	31.110001
MSFT	2010-03-19	29.76	29.9	29.35	29.59	22.506725	81,332,100	29.65	29.522358	29.9	29.35	29.498	28.923	29.0876	0.417941	29.226009	29.038459	29.039343	0.55	0.461382	0.432991	29.877279	down	29.226009	29.038459	0.18755	0.061677	0.125873	29.758883	28.087117	62.469795	29.225	28.74	29.075	29.535	30.85
MSFT	2010-03-22	29.5	29.700001	29.389999	29.6	22.514328	37,718,200	29.5475	29.586179	29.700001	29.389999	29.56	28.9665	29.0706	0.441413	29.283546	29.080055	29.06133	0.310002	0.450569	0.420692	29.877279	down	29.283546	29.080055	0.203491	0.09004	0.113452	29.849325	28.083674	62.638074	29.35	28.74	28.7925	29.535	30.91
MSFT	2010-03-23	29.59	29.9	29.41	29.879999	22.727293	42,026,600	29.695	29.566839	29.9	29.41	29.662	29.044	29.055	0.459478	29.375308	29.13931	29.093434	0.49	0.453385	0.427623	28.372132	up	29.375308	29.13931	0.235998	0.119232	0.116767	29.962956	28.125043	67.087928	29.375	28.96	28.7925	29.535	31
MSFT	2010-03-24	29.719999	29.85	29.6	29.65	22.552361	33,987,700	29.705	29.63092	29.85	29.6	29.666	29.095	29.0426	0.467643	29.417568	29.177139	29.11526	0.279999	0.441001	0.41286	28.486419	up	29.417568	29.177139	0.24043	0.143471	0.096959	30.030285	28.159714	60.693351	29.455	28.96	28.7925	29.535	30.540001
MSFT	2010-03-25	29.83	30.57	29.799999	30.01	22.826176	73,168,700	30.0525	29.66796	30.57	29.66796	29.746	29.1655	29.0414	0.494597	29.508712	29.238832	29.150348	0.92	0.475215	0.463574	28.794276	up	29.508712	29.238832	0.26988	0.168753	0.101127	30.154694	28.176305	66.134452	29.79	29.295	28.7575	29.535	30.860001
MSFT	2010-03-26	30.09	30.200001	29.59	29.66	22.559963	55,595,500	29.885	29.86023	30.200001	29.59	29.76	29.215	29.0276	0.49193	29.531987	29.27003	29.170335	0.610001	0.484842	0.478217	28.794276	up	29.531987	29.27003	0.261957	0.187394	0.074563	30.19886	28.23114	57.762665	29.885001	29.295	28.8525	29.535	30.129999
MSFT	2010-03-29	29.709999	29.82	29.549999	29.59	22.506725	33,336,000	29.6675	29.872615	29.872615	29.549999	29.758	29.2435	29.0002	0.496528	29.540912	29.293731	29.186792	0.270001	0.469497	0.457395	28.794276	up	29.540912	29.293731	0.247181	0.199351	0.04783	30.236556	28.250444	56.229567	29.96	29.295	28.8525	29.535	29.85
MSFT	2010-03-30	29.629999	29.860001	29.5	29.77	22.643627	34,954,800	29.69	29.770057	29.860001	29.5	29.736	29.309	28.9784	0.473608	29.576156	29.32901	29.209663	0.360001	0.461675	0.447656	28.794276	up	29.576156	29.32901	0.247146	0.20891	0.038236	30.256216	28.361784	59.226389	29.96	29.295	28.855	29.535	28.98
MSFT	2010-03-31	29.639999	29.719999	29.17	29.290001	22.27854	63,760,000	29.455	29.730029	29.730029	29.17	29.664	29.3505	28.9422	0.42962	29.532132	29.326121	29.212813	0.6	0.471556	0.46289	28.794276	up	29.532132	29.326121	0.206012	0.20833	-0.002319	30.209741	28.491259	49.494642	29.87	29.295	28.855	29.535	28.209999
MSFT	2010-04-01	29.35	29.540001	28.620001	29.16	22.179649	74,768,100	29.167501	29.592514	29.592514	28.620001	29.494	29.377	28.9136	0.398023	29.474881	29.313816	29.210742	0.92	0.503587	0.508601	28.794276	up	29.474881	29.313816	0.161066	0.198877	-0.037812	30.173046	28.580954	47.231069	29.595001	29.295	28.855	29.535	28.940001
MSFT	2010-04-05	29.129999	29.43	29.030001	29.27	22.263319	34,331,200	29.215	29.380007	29.43	29.030001	29.416	29.411	28.8988	0.35385	29.443361	29.31057	29.213066	0.399999	0.496188	0.497741	28.794276	up	29.443361	29.31057	0.132791	0.18566	-0.052869	30.118699	28.703301	49.342191	29.595001	29.405	28.780001	29.535	28.879999
MSFT	2010-04-06	29.15	29.58	28.98	29.32	22.301359	47,366,800	29.2575	29.297504	29.58	28.98	29.362	29.4455	28.906	0.303791	29.424382	29.311268	29.21726	0.6	0.503603	0.507967	28.794276	up	29.424382	29.311268	0.113114	0.171151	-0.058037	30.053083	28.837917	50.315208	29.595001	29.405	28.835	29.535	29.440001
MSFT	2010-04-07	29.16	29.559999	29.139999	29.35	22.324165	58,318,800	29.3025	29.277502	29.559999	29.139999	29.278	29.473	28.9066	0.264657	29.412939	29.314137	29.222465	0.42	0.497632	0.49917	28.794276	up	29.412939	29.314137	0.098801	0.156681	-0.05788	30.002313	28.943687	50.924291	29.595001	29.405	28.71	29.535	29.24
MSFT	2010-04-08	29.32	29.98	29.299999	29.92	22.757723	63,713,800	29.63	29.290001	29.98	29.290001	29.404	29.5205	28.915	0.254692	29.490948	29.359016	29.249819	0.680001	0.510658	0.517253	28.794276	up	29.490948	29.359016	0.131932	0.151731	-0.019799	30.029884	29.011116	60.7657	29.410001	29.42	28.7025	29.535	28.93
MSFT	2010-04-09	29.950001	30.41	29.9	30.34	23.077181	54,752,500	30.15	29.46	30.41	29.46	29.64	29.5785	28.9284	0.30095	29.621572	29.431682	29.292572	0.51	0.510611	0.516528	28.794276	up	29.621572	29.431682	0.18989	0.159363	0.030527	30.180401	28.976599	66.151918	29.515001	29.42	28.7025	29.535	28.940001
MSFT	2010-04-12	30.25	30.49	30.209999	30.32	23.061968	37,068,800	30.3175	29.805	30.49	29.805	29.85	29.631	28.9516	0.334064	29.729022	29.497483	29.332863	0.280001	0.494139	0.492875	28.871373	up	29.729022	29.497483	0.231539	0.173798	0.057741	30.299128	28.962872	65.689453	29.555001	29.495	28.7025	29.535	28.6
MSFT	2010-04-13	30.15	30.5	30.129999	30.450001	23.160849	41,374,600	30.3075	30.06125	30.5	30.06125	30.076	29.689	28.997	0.370461	29.839942	29.56804	29.376672	0.370001	0.485272	0.480588	28.873236	up	29.839942	29.56804	0.271902	0.193419	0.078483	30.429921	28.948079	67.290176	29.560001	29.535	28.7025	29.535	28.24
MSFT	2010-04-14	30.790001	31	30.66	30.82	23.442282	68,941,200	30.8175	30.184375	31	30.184375	30.37	29.7615	29.0452	0.440087	29.99072	29.660778	29.433273	0.549999	0.489895	0.487529	29.367413	up	29.99072	29.660778	0.329942	0.220724	0.109219	30.641674	28.881326	71.382407	29.810001	29.775	28.7025	29.535	27.110001
MSFT	2010-04-15	30.82	30.950001	30.709999	30.870001	23.48031	52,745,400	30.8375	30.500938	30.950001	30.500938	30.56	29.8235	29.0934	0.503381	30.125994	29.75035	29.489616	0.240002	0.472046	0.462776	29.441671	up	30.125994	29.75035	0.375644	0.251708	0.123937	30.830262	28.816738	71.894138	29.99	29.810001	28.5475	29.535	26.84
MSFT	2010-04-16	30.790001	30.98	30.6	30.67	23.328188	88,703,100	30.76	30.669219	30.98	30.6	30.626	29.8765	29.1342	0.534556	30.209687	29.818472	29.535905	0.38	0.465471	0.454499	29.441671	up	30.209687	29.818472	0.391215	0.279609	0.111606	30.945613	28.807388	66.752359	29.99	29.810001	28.6025	29.535	26.27
MSFT	2010-04-19	30.77	31.25	30.76	31.040001	23.609617	64,970,300	30.955	30.71461	31.25	30.71461	30.770001	29.949	29.1982	0.589191	30.337428	29.908956	29.594889	0.58	0.473652	0.467049	29.603854	up	30.337428	29.908956	0.428472	0.309382	0.11909	31.127383	28.770617	70.89889	30.195	29.935001	28.6025	29.535	26.07
MSFT	2010-04-20	31.219999	31.440001	31.129999	31.360001	23.85302	52,199,500	31.2875	30.834805	31.440001	30.834805	30.952001	30.037	29.265	0.661339	30.494747	30.01644	29.664109	0.4	0.468391	0.460344	29.903968	up	30.494747	30.01644	0.478306	0.343167	0.13514	31.359679	28.714321	73.927469	30.37	30.030001	28.6425	29.535	25.01
MSFT	2010-04-21	31.33	31.5	31.23	31.33	23.830198	55,343,100	31.3475	31.061152	31.5	31.061152	31.054001	30.1095	29.3372	0.720091	30.623247	30.113741	29.729438	0.27	0.45422	0.44131	30.041071	up	30.623247	30.113741	0.509506	0.376435	0.133071	31.549683	28.669318	73.158753	30.7	30.060001	28.65	29.535	26
MSFT	2010-04-22	31.040001	31.530001	30.9	31.389999	23.875826	84,847,600	31.215	31.204326	31.530001	30.9	31.158	30.1965	29.4048	0.765343	30.741209	30.208279	29.794558	0.630001	0.466776	0.460179	30.041071	up	30.741209	30.208279	0.53293	0.407734	0.125197	31.727187	28.665814	73.746699	30.83	30.075001	28.705	29.430001	25.799999
MSFT	2010-04-23	31.120001	31.58	30.65	30.959999	23.548767	126,766,600	31.0775	31.209663	31.58	30.65	31.216	30.244	29.4642	0.782448	30.774869	30.263962	29.840262	0.93	0.499863	0.507161	30.041071	up	30.774869	30.263962	0.510907	0.428369	0.082539	31.808897	28.679104	63.081989	30.855	30.100001	28.935001	29.405	25.889999
MSFT	2010-04-26	31	31.280001	30.860001	31.110001	23.662859	63,649,300	31.062501	31.143582	31.280001	30.860001	31.23	30.3165	29.524	0.792599	30.826428	30.326631	29.890056	0.42	0.494159	0.498445	30.041071	up	30.826428	30.326631	0.499797	0.442654	0.057142	31.901699	28.731302	64.984305	31.09	30.100001	28.955001	29.405	26.459999
MSFT	2010-04-27	30.950001	31.25	30.75	30.85	23.465103	68,730,900	30.95	31.103041	31.25	30.75	31.128	30.3795	29.5824	0.781816	30.830054	30.365399	29.927701	0.5	0.494576	0.4986	30.041071	up	30.830054	30.365399	0.464655	0.447054	0.017601	31.943133	28.815868	59.282248	31.09	30.100001	28.9825	29.405	26.860001
MSFT	2010-04-28	30.92	31	30.620001	30.91	23.510736	64,557,900	30.8625	31.026521	31.026521	30.620001	31.044	30.4365	29.6336	0.77658	30.842354	30.40574	29.966222	0.379999	0.486392	0.48674	30.041071	up	30.842354	30.40574	0.436613	0.444966	-0.008353	31.98966	28.88334	60.151207	31.09	30.100001	29.045	29.405	25.790001
MSFT	2010-04-29	30.93	31.43	30.67	31	23.579189	52,665,200	31.0075	30.94451	31.43	30.67	30.966	30.522	29.6818	0.736825	30.866607	30.449759	30.006762	0.76	0.505935	0.514066	30.041071	up	30.866607	30.449759	0.416848	0.439342	-0.022495	31.995651	29.048349	61.479173	31.100001	30.100001	29.1675	29.405	25.290001
MSFT	2010-04-30	31.07	31.08	30.52	30.540001	23.229303	63,214,800	30.8025	30.976005	31.08	30.52	30.882	30.591	29.7132	0.663538	30.81636	30.456444	30.027674	0.56	0.509797	0.51866	30.041071	up	30.81636	30.456444	0.359916	0.423457	-0.063541	31.918077	29.263923	51.949979	31.05	30.100001	29.2075	29.405	25.110001
MSFT	2010-05-03	30.67	31.059999	30.58	30.860001	23.472708	43,989,500	30.7925	30.889253	31.059999	30.58	30.832	30.6705	29.755	0.587873	30.823074	30.486337	30.060314	0.519998	0.510526	0.518793	30.041071	up	30.823074	30.486337	0.336737	0.406113	-0.069376	31.846246	29.494754	56.949043	31.05	30.100001	29.5425	29.405	24.790001
MSFT	2010-05-04	30.52	30.549999	29.75	30.129999	22.91745	82,085,600	30.2375	30.840876	30.840876	29.75	30.688	30.711	29.783	0.513081	30.716447	30.459942	30.063047	1.110001	0.553345	0.577914	30.041071	up	30.716447	30.459942	0.256505	0.376191	-0.119686	31.737161	29.684839	45.356188	30.665	30.100001	29.59	29.405	25
MSFT	2010-05-05	29.77	30.09	29.690001	29.85	22.704477	66,833,800	29.85	30.539188	30.539188	29.690001	30.476	30.736	29.8134	0.451797	30.583147	30.414761	30.054692	0.439998	0.545249	0.564123	31.582368	down	30.583147	30.414761	0.168387	0.334631	-0.166244	31.639593	29.832407	41.838202	30.635001	30.100001	29.6275	29.405	25.66
MSFT	2010-05-06	29.59	29.879999	27.91	28.98	22.042736	128,613,000	29.09	30.194594	30.194594	27.91	30.072	30.689	29.8204	0.573621	30.336509	30.308482	30.012547	1.969999	0.647017	0.70471	31.00913	down	30.336509	30.308482	0.028027	0.27331	-0.245283	31.836242	29.541758	33.217038	29.67	29.745	29.6275	29.405	25.5
MSFT	2010-05-07	28.93	28.950001	27.32	28.209999	21.457058	173,718,100	28.3525	29.642297	29.642297	27.32	29.606	30.5825	29.8126	0.796327	30.009354	30.153039	29.941859	1.66	0.719373	0.800239	30.535718	down	30.009354	30.153039	-0.143685	0.189911	-0.333596	32.175153	28.989847	27.764072	29.375	29.45	29.5825	29.405	26.58
MSFT	2010-05-10	29.01	29.48	28.709999	28.940001	22.012316	86,653,300	29.035	28.997398	29.48	28.709999	29.222	30.5135	29.818	0.876064	29.844838	30.063184	29.902571	1.270001	0.758704	0.847215	30.535718	down	29.844838	30.063184	-0.218346	0.108259	-0.326606	32.265627	28.761373	38.133297	29.375	29.45	29.445	29.405	26.32
MSFT	2010-05-11	28.68	29.65	28.57	28.879999	21.966682	63,789,400	28.945	29.016199	29.65	28.57	28.972	30.435	29.8152	0.94933	29.696401	29.975541	29.86247	1.08	0.781653	0.870494	30.535718	down	29.696401	29.975541	-0.27914	0.03078	-0.309919	32.333659	28.536341	37.654843	29.375	29.45	29.5	29.255001	26.370001
MSFT	2010-05-12	28.98	29.58	28.92	29.440001	22.392624	47,146,800	29.23	28.980599	29.58	28.92	28.89	30.366	29.8348	0.969804	29.656955	29.935871	29.845902	0.700001	0.775821	0.853445	30.535718	down	29.656955	29.935871	-0.278916	-0.03116	-0.247757	32.305609	28.426392	44.636635	29.2	29.45	29.5	29.145	26.440001
MSFT	2010-05-13	29.26	29.73	29.18	29.24	22.240503	45,188,800	29.3525	29.1053	29.73	29.1053	28.942	30.2845	29.8504	0.993423	29.592808	29.884325	29.822141	0.55	0.759691	0.8231	30.535718	down	29.592808	29.884325	-0.291517	-0.083231	-0.208286	32.271346	28.297654	42.79345	29.19	29.45	29.5	29.07	25.950001
MSFT	2010-05-14	29.200001	29.209999	28.639999	28.93	22.004713	63,334,000	28.995	29.2289	29.2289	28.639999	29.086	30.1975	29.8564	1.033277	29.490838	29.813635	29.787155	0.600001	0.748284	0.80079	30.535718	down	29.490838	29.813635	-0.322797	-0.131144	-0.191653	32.264055	28.130945	40.034012	28.935	29.45	29.415001	29.07	25.77
MSFT	2010-05-17	29.120001	29.23	28.450001	28.940001	22.012316	46,053,300	28.935001	29.11195	29.23	28.450001	29.086	30.0925	29.8634	1.049726	29.406094	29.748921	29.753934	0.779999	0.75055	0.798711	30.535718	down	29.406094	29.748921	-0.342827	-0.173481	-0.169347	32.191953	27.993048	40.168055	28.705	29.45	29.4675	29.07	25.309999
MSFT	2010-05-18	28.870001	29	28.4	28.6	21.851873	52,690,600	28.7175	29.023475	29.023475	28.4	29.03	29.9545	29.8628	1.055729	29.282079	29.663816	29.708681	0.6	0.739796	0.77884	30.535718	down	29.282079	29.663816	-0.381737	-0.215132	-0.166605	32.065957	27.843043	37.129427	28.6	29.45	29.525	29.07	25
MSFT	2010-05-19	28.52	28.690001	27.790001	28.24	21.576811	61,746,700	28.310001	28.870488	28.870488	27.790001	28.79	29.8	29.8516	1.069845	29.121759	29.558348	29.651086	0.9	0.751239	0.790956	30.535718	down	29.121759	29.558348	-0.436589	-0.259423	-0.177165	31.93969	27.66031	34.181011	28.525	29.45	29.5475	29.07	24.530001
MSFT	2010-05-20	27.65	27.84	27.040001	27.110001	20.713423	87,991,100	27.410001	28.590244	28.590244	27.040001	28.364	29.586	29.8144	1.159376	28.812258	29.376989	29.551436	1.199999	0.783294	0.83186	29.935581	down	28.812258	29.376989	-0.564731	-0.320485	-0.244246	31.904751	27.267249	26.9475	28.385001	29.310001	29.7925	29.285	24.309999
MSFT	2010-05-21	26.629999	27.110001	26.440001	26.84	20.507133	117,596,300	26.755	28.000122	28.000122	26.440001	27.946	29.38	29.7676	1.263721	28.508834	29.189064	29.445105	0.67	0.775201	0.815674	29.222024	down	28.508834	29.189064	-0.68023	-0.392434	-0.287796	31.907441	26.852559	25.555861	28.085001	29.010001	29.9	29.285	23.309999
MSFT	2010-05-24	26.85	26.860001	26.26	26.27	20.071629	73,711,700	26.56	27.377561	27.377561	26.26	27.412	29.138	29.7076	1.373638	28.164398	28.972837	29.320591	0.600001	0.762687	0.794107	28.942321	down	28.164398	28.972837	-0.808439	-0.475635	-0.332804	31.885275	26.390725	22.870636	27.995	28.92	29.9	29.285	23.01
MSFT	2010-05-25	25.65	26.33	25.379999	26.07	19.918818	98,373,600	25.8575	26.968781	26.968781	25.379999	26.906	28.899	29.6432	1.472377	27.842183	28.757812	29.193117	0.950001	0.776067	0.809696	28.284088	down	27.842183	28.757812	-0.915629	-0.563634	-0.351995	31.843754	25.954246	21.997265	27.555	28.48	30.065	29.41	23.16
MSFT	2010-05-26	26.23	26.610001	24.559999	25.01	19.108923	176,684,100	25.6025	26.41314	26.610001	24.559999	26.26	28.604	29.556	1.630784	27.406462	28.480196	29.029073	2.050002	0.867062	0.933727	28.284088	down	27.406462	28.480196	-1.073734	-0.665654	-0.40808	31.865569	25.342432	18.060714	26.895	28.07	30.200001	29.505001	23.27
MSFT	2010-05-27	25.73	26.360001	25.73	26	19.865335	136,433,600	25.955	26.00782	26.360001	25.73	26.038	28.354	29.4834	1.627392	27.190083	28.296478	28.910286	1.350001	0.901558	0.975354	28.284088	down	27.190083	28.296478	-1.106394	-0.753802	-0.352593	31.608784	25.099216	30.559652	26.895	28.07	30.38	29.535	23.82
MSFT	2010-05-28	25.84	26.120001	25.66	25.799999	19.712521	67,496,900	25.855	25.98141	26.120001	25.66	25.83	28.117	29.4072	1.637402	26.976224	28.111554	28.788314	0.460001	0.870018	0.923819	28.284088	down	26.976224	28.111554	-1.135329	-0.830107	-0.305222	31.391804	24.842196	29.578057	26.78	28.07	30.452501	29.550001	24.299999

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