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jonas-is-coding
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yahoo-shares

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train · 557 rows

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Adj Close float64 106 179	Close float64 109 182	High float64 111 183	Low float64 107 179	Open float64 109 183	Volume int64 35.2M 195M	SMA_50 float64 115 173	SMA_200 float64 88.6 161	RSI float64 3.14 88.5	Target int64 0 1
117.963226	120.709999	121.199997	118.150002	118.720001	112,559,200	116.922999	88.5935	63.102261	0
116.311684	119.019997	121.550003	118.809998	121.279999	115,393,800	117.025349	88.813162	56.510575	0
113.340858	115.980003	120.419998	115.660004	119.959999	120,639,300	117.122699	89.021275	52.833593	0
114.836037	117.510002	118.980003	115.629997	116.199997	124,423,700	117.218349	89.234075	52.563335	0
114.210617	116.870003	118.709999	116.449997	116.669998	89,946,000	117.36825	89.445437	50.12188	0
113.116096	115.75	118.040001	114.589996	117.449997	101,988,000	117.423049	89.6452	54.524367	0
112.422234	115.040001	116.550003	114.279999	116.389999	82,572,600	117.423649	89.833362	47.335768	0
112.432007	115.050003	116.550003	112.879997	114.010002	111,850,700	117.426499	90.0207	53.926047	0
113.946747	116.599998	117.279999	114.540001	115.489998	92,276,800	117.466349	90.2075	53.206743	0
108.669632	111.199997	115.43	111.099998	115.050003	143,937,800	117.379099	90.37265	43.497752	1
112.695885	115.32	116.93	112.199997	112.370003	146,129,200	117.371349	90.560075	47.348118	1
106.382866	108.860001	111.989998	107.720001	111.059998	190,272,600	117.183049	90.710325	24.22031	1
106.29493	108.769997	110.68	107.32	109.110001	122,866,900	116.871049	90.855762	27.107319	1
107.92691	110.440002	111.489998	108.730003	109.660004	107,624,400	116.562699	91.01225	31.146972	1
112.334305	114.949997	115.589996	112.349998	114.139999	138,235,500	116.365199	91.189875	41.149352	1
116.321465	119.029999	119.620003	116.870003	117.949997	126,387,100	116.215349	91.385987	50.014317	1
116.189301	118.690002	119.199997	116.129997	118.32	114,457,900	116.088949	91.58155	54.204156	1
113.869225	116.32	121.989998	116.050003	120.5	154,515,300	115.919199	91.776962	48.200783	1
113.526604	115.970001	117.589996	114.129997	115.550003	138,023,400	115.6578	91.9597	48.62721	1
116.972427	119.489998	119.629997	116.440002	117.190002	112,295,000	115.364	92.151725	55.315517	0
116.698357	119.209999	120.529999	118.57	119.620003	103,162,300	115.1202	92.342937	55.999997	0
116.747299	119.260002	119.669998	117.870003	119.440002	81,581,900	115.0878	92.55235	56.050588	0
117.765373	120.300003	120.989998	118.150002	118.919998	91,183,000	115.0746	92.768025	55.396738	0
116.874542	119.389999	120.669998	118.959999	119.550003	74,271,000	115.206	92.966412	63.746224	0
115.543213	118.029999	119.82	118	118.610001	76,322,100	115.2202	93.15475	55.012946	0
116.14035	118.639999	119.059998	116.809998	117.589996	74,113,000	115.3232	93.341437	73.087807	0
114.867729	117.339996	118.769997	117.290001	118.639999	73,604,300	115.43	93.5281	69.138001	1
111.451279	113.849998	117.620003	113.75	117.18	127,959,300	115.3998	93.695412	57.042536	1
112.743469	115.169998	115.849998	112.589996	113.910004	113,874,200	115.3924	93.87175	50.523314	1
113.585342	116.029999	116.75	115.169998	115.550003	76,499,200	115.4704	94.0429	41.573035	1
114.133545	116.589996	117.489998	116.220001	116.57	46,691,300	115.5954	94.219762	44.173125	1
116.54171	119.050003	120.970001	116.809998	116.970001	169,410,200	115.8396	94.408825	57.537278	1
120.134384	122.720001	123.470001	120.010002	121.010002	127,728,200	116.0924	94.623675	65.748944	1
120.486816	123.080002	123.370003	120.889999	122.019997	89,004,200	116.3178	94.83455	59.824854	0
120.34977	122.940002	123.779999	122.209999	123.519997	78,967,600	116.6342	95.048875	60.28682	1
119.674301	122.25	122.860001	121.519997	122.599998	78,260,400	116.9148	95.268812	57.964827	1
121.1427	123.75	124.57	122.25	122.309998	86,712,000	117.1442	95.514837	58.970346	0
121.759415	124.379997	124.980003	123.089996	124.370003	82,225,500	117.3326	95.776637	63.166218	1
119.214188	121.779999	125.949997	121	124.529999	115,089,200	117.4864	96.019725	59.286775	1
120.643433	123.239998	123.870003	120.150002	120.5	81,312,200	117.635	96.294025	60.931555	1
119.830933	122.410004	122.760002	120.550003	122.43	86,939,800	117.7474	96.564375	62.323795	1
119.214188	121.779999	123.349998	121.540001	122.599998	79,184,500	117.9226	96.799762	72.388483	1
125.185677	127.879997	127.900002	124.129997	124.339996	157,243,700	118.1502	97.077512	78.257004	1
125.117142	127.809998	128.369995	126.559998	127.410004	98,208,600	118.4432	97.338137	77.142858	1
125.98838	128.699997	129.580002	128.039993	128.899994	94,359,800	118.7156	97.615487	77.48525	1
123.991386	126.660004	129.100006	126.120003	128.960007	192,541,500	118.9494	97.8875	67.607602	1
125.52829	128.229996	128.309998	123.449997	125.019997	121,251,600	119.1746	98.195937	64.120965	1
129.101379	131.880005	134.410004	129.649994	131.610001	168,904,800	119.3242	98.498662	69.298263	1
128.200821	130.960007	132.429993	130.779999	132.160004	88,223,700	119.5214	98.809175	67.005956	1
129.189484	131.970001	133.460007	131.100006	131.320007	54,930,100	119.737	99.158737	70.334749	0
133.810059	136.690002	137.339996	133.509995	133.990005	124,486,200	120.0566	99.494725	73.856954	0
132.028397	134.869995	138.789993	134.339996	138.050003	121,047,300	120.3736	99.866312	68.527025	0
130.902634	133.720001	135.990005	133.399994	135.580002	96,452,100	120.7284	100.218837	72.226376	0
129.894318	132.690002	134.740005	131.720001	134.080002	99,116,600	121.032	100.57395	67.877431	0
126.683418	129.410004	133.610001	126.760002	133.520004	143,301,900	121.2828	100.915025	62.119118	0
128.249741	131.009995	131.740005	128.429993	128.889999	97,664,900	121.588	101.283525	65.460642	0
123.932648	126.599998	131.050003	126.379997	127.720001	155,088,000	121.8192	101.636062	47.727273	1
128.161621	130.919998	131.630005	127.860001	128.360001	109,578,200	122.1366	101.982062	54.797907	0
129.267822	132.050003	132.630005	130.229996	132.429993	105,158,200	122.4456	102.335412	55.130181	0
126.262489	128.979996	130.169998	128.5	129.190002	100,384,500	122.8012	102.657262	53.444169	0
126.086288	128.800003	129.690002	126.860001	128.5	91,951,100	123.0708	102.991587	50.882638	1
128.132233	130.889999	131.449997	128.490005	128.759995	88,636,800	123.5114	103.327525	48.389186	1
126.193962	128.910004	131	128.759995	130.800003	90,221,800	123.9142	103.654212	46.775709	1
124.461266	127.139999	130.220001	127	128.779999	111,598,500	124.2482	103.988775	42.58064	1
125.136734	127.830002	128.710007	126.940002	127.779999	90,757,300	124.5058	104.321762	34.467034	1
129.248245	132.029999	132.490005	128.550003	128.660004	104,319,500	124.7658	104.68015	45.404533	1
133.986282	136.869995	139.669998	133.589996	133.800003	120,150,900	125.1294	105.036412	54.553333	1
136.139893	139.070007	139.850006	135.020004	136.279999	114,459,400	125.5844	105.407475	58.92059	0
139.908798	142.919998	145.089996	136.539993	143.070007	157,611,700	126.1234	105.789487	68.593448	0
140.143723	143.160004	144.300003	141.369995	143.600006	98,390,600	126.5968	106.1703	67.372046	0
139.06694	142.059998	144.300003	140.410004	143.429993	140,843,800	127.0538	106.539037	74.415656	0
134.20163	137.089996	141.990005	136.699997	139.520004	142,621,100	127.4104	106.865675	59.548121	1
129.179703	131.960007	136.740005	130.210007	135.830002	177,523,800	127.6436	107.169937	49.876072	1
131.313782	134.139999	135.380005	130.929993	133.75	106,239,800	127.9386	107.482275	57.284029	1
132.145874	134.990005	136.309998	134.610001	135.729996	83,305,400	128.2778	107.803725	58.575787	1
131.117966	133.940002	135.770004	133.610001	135.759995	89,880,900	128.5838	108.127262	54.350931	1
134.495316	137.389999	137.399994	134.589996	136.300003	84,183,100	128.9848	108.47875	61.610069	0
134.078659	136.759995	137.419998	135.860001	137.350006	75,693,800	129.443	108.817425	63.595243	0
134.225708	136.910004	136.960007	134.919998	136.029999	71,297,200	129.8778	109.158187	63.030997	0
133.343369	136.009995	137.880005	135.850006	136.619995	76,774,200	130.2774	109.484525	56.309437	0
132.735489	135.389999	136.990005	134.399994	136.479996	73,046,600	130.6534	109.807512	47.291372	0
132.480606	135.130005	136.389999	133.770004	135.899994	64,280,000	130.975	110.134937	42.237979	0
132.715866	135.369995	135.529999	133.690002	134.350006	60,145,100	131.228	110.452125	32.65962	0
130.578613	133.190002	136.009995	132.789993	135.490005	80,576,300	131.4302	110.750825	28.975106	0
128.274689	130.839996	132.220001	129.470001	131.25	97,918,500	131.5882	111.043687	27.524028	0
127.166901	129.710007	130	127.410004	129.199997	96,856,700	131.7374	111.325787	32.528417	0
127.32373	129.869995	130.710007	128.800003	130.240005	87,668,800	131.8598	111.603187	43.529367	0
123.529602	126	129.720001	125.599998	128.009995	103,916,400	131.8922	111.8574	27.186076	1
123.392342	125.860001	126.709999	118.389999	123.760002	158,273,000	131.9738	112.107025	23.350792	0
122.892334	125.349998	125.559998	122.230003	124.940002	111,039,900	132.016	112.346112	24.110857	0
118.617828	120.989998	126.459999	120.540001	124.68	148,199,500	131.9876	112.5573	3.142791	0
118.88253	121.260002	124.849998	121.199997	122.589996	164,560,400	131.9772	112.774337	4.784091	1
125.284492	127.790001	127.93	122.790001	123.75	116,307,900	131.9754	113.028725	30.612211	0
122.666855	125.120003	128.720001	125.010002	128.410004	102,260,900	131.9216	113.2674	28.469729	0
119.666855	122.059998	125.709999	121.839996	124.809998	112,966,300	131.7888	113.493062	25.964626	0
117.774681	120.129997	123.599998	118.620003	121.75	178,155,000	131.6582	113.700012	24.489758	1
119.039398	121.419998	121.940002	117.57	120.980003	153,766,600	131.522	113.915687	27.093587	0
114.078598	116.360001	121	116.209999	120.93	154,376,600	131.2116	114.09845	24.752462	1
118.715866	121.089996	122.059998	118.790001	119.029999	129,525,800	131.0142	114.307837	36.348353	1
117.62764	119.980003	122.169998	119.449997	121.690002	111,943,300	130.7744	114.509125	36.368718	1

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Yahoo Shares

This data set contains historical share information for the analysis and modelling of share price predictions. It can be used to train machine learning models that predict future share prices. All data was retrieved from the Yahoo Finance API.

Content of the data record

Column	Description
Adj Close	Adjusted closing price
Close	Closing price
High	Highest price of the day
Low	Lowest price of the day
Open	Opening price
Volume	Trading Volume
SMA_50	50-day average
SMA_200	200-day moving average
RSI	Relative Strength Index
Target	Target value (0 or 1) for labelling buy and sell decisions

Utilisation

This data set is suitable for projects such as

Time series analysis
Prediction models for stock prices
Classification of buy/sell signals

Licence

The dataset is released for educational and research purposes only. Please cite the source if you use it in publications.

Downloads last month: 9

Size of downloaded dataset files:

41.3 kB

Size of the auto-converted Parquet files:

41.3 kB

Number of rows:

557