|
27 | 27 | },
|
28 | 28 | {
|
29 | 29 | "cell_type": "code",
|
30 |
| - "execution_count": 38, |
| 30 | + "execution_count": 8, |
31 | 31 | "id": "f5ecbb12",
|
32 | 32 | "metadata": {},
|
33 | 33 | "outputs": [
|
|
37 | 37 | "text": [
|
38 | 38 | "Number of rows and columns: (7779, 7)\n"
|
39 | 39 | ]
|
| 40 | + }, |
| 41 | + { |
| 42 | + "data": { |
| 43 | + "text/html": [ |
| 44 | + "<div>\n", |
| 45 | + "<style scoped>\n", |
| 46 | + " .dataframe tbody tr th:only-of-type {\n", |
| 47 | + " vertical-align: middle;\n", |
| 48 | + " }\n", |
| 49 | + "\n", |
| 50 | + " .dataframe tbody tr th {\n", |
| 51 | + " vertical-align: top;\n", |
| 52 | + " }\n", |
| 53 | + "\n", |
| 54 | + " .dataframe thead th {\n", |
| 55 | + " text-align: right;\n", |
| 56 | + " }\n", |
| 57 | + "</style>\n", |
| 58 | + "<table border=\"1\" class=\"dataframe\">\n", |
| 59 | + " <thead>\n", |
| 60 | + " <tr style=\"text-align: right;\">\n", |
| 61 | + " <th></th>\n", |
| 62 | + " <th>Unnamed: 0</th>\n", |
| 63 | + " <th>Open</th>\n", |
| 64 | + " <th>High</th>\n", |
| 65 | + " <th>Low</th>\n", |
| 66 | + " <th>Close</th>\n", |
| 67 | + " <th>Adj Close</th>\n", |
| 68 | + " <th>Volume</th>\n", |
| 69 | + " </tr>\n", |
| 70 | + " </thead>\n", |
| 71 | + " <tbody>\n", |
| 72 | + " <tr>\n", |
| 73 | + " <th>7759</th>\n", |
| 74 | + " <td>2022-10-14 15:40:00-04:00</td>\n", |
| 75 | + " <td>230.029999</td>\n", |
| 76 | + " <td>230.080002</td>\n", |
| 77 | + " <td>229.970001</td>\n", |
| 78 | + " <td>230.005005</td>\n", |
| 79 | + " <td>230.005005</td>\n", |
| 80 | + " <td>56703.0</td>\n", |
| 81 | + " </tr>\n", |
| 82 | + " <tr>\n", |
| 83 | + " <th>7760</th>\n", |
| 84 | + " <td>2022-10-14 15:41:00-04:00</td>\n", |
| 85 | + " <td>229.979996</td>\n", |
| 86 | + " <td>229.979996</td>\n", |
| 87 | + " <td>229.740005</td>\n", |
| 88 | + " <td>229.880005</td>\n", |
| 89 | + " <td>229.880005</td>\n", |
| 90 | + " <td>58202.0</td>\n", |
| 91 | + " </tr>\n", |
| 92 | + " <tr>\n", |
| 93 | + " <th>7761</th>\n", |
| 94 | + " <td>2022-10-14 15:42:00-04:00</td>\n", |
| 95 | + " <td>229.869995</td>\n", |
| 96 | + " <td>230.059998</td>\n", |
| 97 | + " <td>229.750000</td>\n", |
| 98 | + " <td>229.940002</td>\n", |
| 99 | + " <td>229.940002</td>\n", |
| 100 | + " <td>65543.0</td>\n", |
| 101 | + " </tr>\n", |
| 102 | + " <tr>\n", |
| 103 | + " <th>7762</th>\n", |
| 104 | + " <td>2022-10-14 15:43:00-04:00</td>\n", |
| 105 | + " <td>229.942398</td>\n", |
| 106 | + " <td>230.009995</td>\n", |
| 107 | + " <td>229.770004</td>\n", |
| 108 | + " <td>229.916199</td>\n", |
| 109 | + " <td>229.916199</td>\n", |
| 110 | + " <td>47503.0</td>\n", |
| 111 | + " </tr>\n", |
| 112 | + " <tr>\n", |
| 113 | + " <th>7763</th>\n", |
| 114 | + " <td>2022-10-14 15:44:00-04:00</td>\n", |
| 115 | + " <td>229.910004</td>\n", |
| 116 | + " <td>230.080002</td>\n", |
| 117 | + " <td>229.880005</td>\n", |
| 118 | + " <td>230.009995</td>\n", |
| 119 | + " <td>230.009995</td>\n", |
| 120 | + " <td>48868.0</td>\n", |
| 121 | + " </tr>\n", |
| 122 | + " <tr>\n", |
| 123 | + " <th>7764</th>\n", |
| 124 | + " <td>2022-10-14 15:45:00-04:00</td>\n", |
| 125 | + " <td>230.029999</td>\n", |
| 126 | + " <td>230.029999</td>\n", |
| 127 | + " <td>229.720001</td>\n", |
| 128 | + " <td>229.720001</td>\n", |
| 129 | + " <td>229.720001</td>\n", |
| 130 | + " <td>54487.0</td>\n", |
| 131 | + " </tr>\n", |
| 132 | + " <tr>\n", |
| 133 | + " <th>7765</th>\n", |
| 134 | + " <td>2022-10-14 15:46:00-04:00</td>\n", |
| 135 | + " <td>229.729996</td>\n", |
| 136 | + " <td>229.860001</td>\n", |
| 137 | + " <td>229.684998</td>\n", |
| 138 | + " <td>229.779999</td>\n", |
| 139 | + " <td>229.779999</td>\n", |
| 140 | + " <td>61996.0</td>\n", |
| 141 | + " </tr>\n", |
| 142 | + " <tr>\n", |
| 143 | + " <th>7766</th>\n", |
| 144 | + " <td>2022-10-14 15:47:00-04:00</td>\n", |
| 145 | + " <td>229.779999</td>\n", |
| 146 | + " <td>229.800003</td>\n", |
| 147 | + " <td>229.490005</td>\n", |
| 148 | + " <td>229.497696</td>\n", |
| 149 | + " <td>229.497696</td>\n", |
| 150 | + " <td>81545.0</td>\n", |
| 151 | + " </tr>\n", |
| 152 | + " <tr>\n", |
| 153 | + " <th>7767</th>\n", |
| 154 | + " <td>2022-10-14 15:48:00-04:00</td>\n", |
| 155 | + " <td>229.500000</td>\n", |
| 156 | + " <td>229.619995</td>\n", |
| 157 | + " <td>229.399994</td>\n", |
| 158 | + " <td>229.570007</td>\n", |
| 159 | + " <td>229.570007</td>\n", |
| 160 | + " <td>72065.0</td>\n", |
| 161 | + " </tr>\n", |
| 162 | + " <tr>\n", |
| 163 | + " <th>7768</th>\n", |
| 164 | + " <td>2022-10-14 15:49:00-04:00</td>\n", |
| 165 | + " <td>229.589996</td>\n", |
| 166 | + " <td>229.820007</td>\n", |
| 167 | + " <td>229.470001</td>\n", |
| 168 | + " <td>229.710007</td>\n", |
| 169 | + " <td>229.710007</td>\n", |
| 170 | + " <td>108788.0</td>\n", |
| 171 | + " </tr>\n", |
| 172 | + " <tr>\n", |
| 173 | + " <th>7769</th>\n", |
| 174 | + " <td>2022-10-14 15:50:00-04:00</td>\n", |
| 175 | + " <td>229.759995</td>\n", |
| 176 | + " <td>230.139999</td>\n", |
| 177 | + " <td>229.759995</td>\n", |
| 178 | + " <td>230.080002</td>\n", |
| 179 | + " <td>230.080002</td>\n", |
| 180 | + " <td>168977.0</td>\n", |
| 181 | + " </tr>\n", |
| 182 | + " <tr>\n", |
| 183 | + " <th>7770</th>\n", |
| 184 | + " <td>2022-10-14 15:51:00-04:00</td>\n", |
| 185 | + " <td>230.089996</td>\n", |
| 186 | + " <td>230.130005</td>\n", |
| 187 | + " <td>229.779999</td>\n", |
| 188 | + " <td>229.779999</td>\n", |
| 189 | + " <td>229.779999</td>\n", |
| 190 | + " <td>96648.0</td>\n", |
| 191 | + " </tr>\n", |
| 192 | + " <tr>\n", |
| 193 | + " <th>7771</th>\n", |
| 194 | + " <td>2022-10-14 15:52:00-04:00</td>\n", |
| 195 | + " <td>229.779999</td>\n", |
| 196 | + " <td>230.029999</td>\n", |
| 197 | + " <td>229.750000</td>\n", |
| 198 | + " <td>229.899994</td>\n", |
| 199 | + " <td>229.899994</td>\n", |
| 200 | + " <td>128591.0</td>\n", |
| 201 | + " </tr>\n", |
| 202 | + " <tr>\n", |
| 203 | + " <th>7772</th>\n", |
| 204 | + " <td>2022-10-14 15:53:00-04:00</td>\n", |
| 205 | + " <td>229.880005</td>\n", |
| 206 | + " <td>230.000000</td>\n", |
| 207 | + " <td>229.809998</td>\n", |
| 208 | + " <td>229.960007</td>\n", |
| 209 | + " <td>229.960007</td>\n", |
| 210 | + " <td>118354.0</td>\n", |
| 211 | + " </tr>\n", |
| 212 | + " <tr>\n", |
| 213 | + " <th>7773</th>\n", |
| 214 | + " <td>2022-10-14 15:54:00-04:00</td>\n", |
| 215 | + " <td>229.949997</td>\n", |
| 216 | + " <td>230.059998</td>\n", |
| 217 | + " <td>229.110001</td>\n", |
| 218 | + " <td>229.619995</td>\n", |
| 219 | + " <td>229.619995</td>\n", |
| 220 | + " <td>343029.0</td>\n", |
| 221 | + " </tr>\n", |
| 222 | + " <tr>\n", |
| 223 | + " <th>7774</th>\n", |
| 224 | + " <td>2022-10-14 15:55:00-04:00</td>\n", |
| 225 | + " <td>229.600006</td>\n", |
| 226 | + " <td>229.619995</td>\n", |
| 227 | + " <td>229.005005</td>\n", |
| 228 | + " <td>229.009995</td>\n", |
| 229 | + " <td>229.009995</td>\n", |
| 230 | + " <td>378384.0</td>\n", |
| 231 | + " </tr>\n", |
| 232 | + " <tr>\n", |
| 233 | + " <th>7775</th>\n", |
| 234 | + " <td>2022-10-14 15:56:00-04:00</td>\n", |
| 235 | + " <td>229.000000</td>\n", |
| 236 | + " <td>229.240005</td>\n", |
| 237 | + " <td>228.899994</td>\n", |
| 238 | + " <td>228.899994</td>\n", |
| 239 | + " <td>228.899994</td>\n", |
| 240 | + " <td>266647.0</td>\n", |
| 241 | + " </tr>\n", |
| 242 | + " <tr>\n", |
| 243 | + " <th>7776</th>\n", |
| 244 | + " <td>2022-10-14 15:57:00-04:00</td>\n", |
| 245 | + " <td>228.899994</td>\n", |
| 246 | + " <td>228.970001</td>\n", |
| 247 | + " <td>228.520096</td>\n", |
| 248 | + " <td>228.570007</td>\n", |
| 249 | + " <td>228.570007</td>\n", |
| 250 | + " <td>374690.0</td>\n", |
| 251 | + " </tr>\n", |
| 252 | + " <tr>\n", |
| 253 | + " <th>7777</th>\n", |
| 254 | + " <td>2022-10-14 15:58:00-04:00</td>\n", |
| 255 | + " <td>228.570007</td>\n", |
| 256 | + " <td>228.639999</td>\n", |
| 257 | + " <td>228.399994</td>\n", |
| 258 | + " <td>228.500000</td>\n", |
| 259 | + " <td>228.500000</td>\n", |
| 260 | + " <td>391224.0</td>\n", |
| 261 | + " </tr>\n", |
| 262 | + " <tr>\n", |
| 263 | + " <th>7778</th>\n", |
| 264 | + " <td>2022-10-14 15:59:00-04:00</td>\n", |
| 265 | + " <td>228.500000</td>\n", |
| 266 | + " <td>229.009995</td>\n", |
| 267 | + " <td>228.339996</td>\n", |
| 268 | + " <td>228.580002</td>\n", |
| 269 | + " <td>228.580002</td>\n", |
| 270 | + " <td>1253481.0</td>\n", |
| 271 | + " </tr>\n", |
| 272 | + " </tbody>\n", |
| 273 | + "</table>\n", |
| 274 | + "</div>" |
| 275 | + ], |
| 276 | + "text/plain": [ |
| 277 | + " Unnamed: 0 Open High Low \\\n", |
| 278 | + "7759 2022-10-14 15:40:00-04:00 230.029999 230.080002 229.970001 \n", |
| 279 | + "7760 2022-10-14 15:41:00-04:00 229.979996 229.979996 229.740005 \n", |
| 280 | + "7761 2022-10-14 15:42:00-04:00 229.869995 230.059998 229.750000 \n", |
| 281 | + "7762 2022-10-14 15:43:00-04:00 229.942398 230.009995 229.770004 \n", |
| 282 | + "7763 2022-10-14 15:44:00-04:00 229.910004 230.080002 229.880005 \n", |
| 283 | + "7764 2022-10-14 15:45:00-04:00 230.029999 230.029999 229.720001 \n", |
| 284 | + "7765 2022-10-14 15:46:00-04:00 229.729996 229.860001 229.684998 \n", |
| 285 | + "7766 2022-10-14 15:47:00-04:00 229.779999 229.800003 229.490005 \n", |
| 286 | + "7767 2022-10-14 15:48:00-04:00 229.500000 229.619995 229.399994 \n", |
| 287 | + "7768 2022-10-14 15:49:00-04:00 229.589996 229.820007 229.470001 \n", |
| 288 | + "7769 2022-10-14 15:50:00-04:00 229.759995 230.139999 229.759995 \n", |
| 289 | + "7770 2022-10-14 15:51:00-04:00 230.089996 230.130005 229.779999 \n", |
| 290 | + "7771 2022-10-14 15:52:00-04:00 229.779999 230.029999 229.750000 \n", |
| 291 | + "7772 2022-10-14 15:53:00-04:00 229.880005 230.000000 229.809998 \n", |
| 292 | + "7773 2022-10-14 15:54:00-04:00 229.949997 230.059998 229.110001 \n", |
| 293 | + "7774 2022-10-14 15:55:00-04:00 229.600006 229.619995 229.005005 \n", |
| 294 | + "7775 2022-10-14 15:56:00-04:00 229.000000 229.240005 228.899994 \n", |
| 295 | + "7776 2022-10-14 15:57:00-04:00 228.899994 228.970001 228.520096 \n", |
| 296 | + "7777 2022-10-14 15:58:00-04:00 228.570007 228.639999 228.399994 \n", |
| 297 | + "7778 2022-10-14 15:59:00-04:00 228.500000 229.009995 228.339996 \n", |
| 298 | + "\n", |
| 299 | + " Close Adj Close Volume \n", |
| 300 | + "7759 230.005005 230.005005 56703.0 \n", |
| 301 | + "7760 229.880005 229.880005 58202.0 \n", |
| 302 | + "7761 229.940002 229.940002 65543.0 \n", |
| 303 | + "7762 229.916199 229.916199 47503.0 \n", |
| 304 | + "7763 230.009995 230.009995 48868.0 \n", |
| 305 | + "7764 229.720001 229.720001 54487.0 \n", |
| 306 | + "7765 229.779999 229.779999 61996.0 \n", |
| 307 | + "7766 229.497696 229.497696 81545.0 \n", |
| 308 | + "7767 229.570007 229.570007 72065.0 \n", |
| 309 | + "7768 229.710007 229.710007 108788.0 \n", |
| 310 | + "7769 230.080002 230.080002 168977.0 \n", |
| 311 | + "7770 229.779999 229.779999 96648.0 \n", |
| 312 | + "7771 229.899994 229.899994 128591.0 \n", |
| 313 | + "7772 229.960007 229.960007 118354.0 \n", |
| 314 | + "7773 229.619995 229.619995 343029.0 \n", |
| 315 | + "7774 229.009995 229.009995 378384.0 \n", |
| 316 | + "7775 228.899994 228.899994 266647.0 \n", |
| 317 | + "7776 228.570007 228.570007 374690.0 \n", |
| 318 | + "7777 228.500000 228.500000 391224.0 \n", |
| 319 | + "7778 228.580002 228.580002 1253481.0 " |
| 320 | + ] |
| 321 | + }, |
| 322 | + "execution_count": 8, |
| 323 | + "metadata": {}, |
| 324 | + "output_type": "execute_result" |
40 | 325 | }
|
41 | 326 | ],
|
42 | 327 | "source": [
|
43 | 328 | "df = pd.read_csv(\"dataset (MSFT).csv\")\n",
|
44 | 329 | "print(\"Number of rows and columns:\", df.shape)\n",
|
45 |
| - "# df.tail(5)" |
| 330 | + "df.tail(20)" |
46 | 331 | ]
|
47 | 332 | },
|
48 | 333 | {
|
49 | 334 | "cell_type": "code",
|
50 |
| - "execution_count": 39, |
| 335 | + "execution_count": 5, |
51 | 336 | "id": "4f5747bd",
|
52 | 337 | "metadata": {},
|
53 | 338 | "outputs": [
|
|
108 | 393 | },
|
109 | 394 | {
|
110 | 395 | "cell_type": "code",
|
111 |
| - "execution_count": 40, |
| 396 | + "execution_count": 6, |
112 | 397 | "id": "5bc764df",
|
113 | 398 | "metadata": {},
|
114 | 399 | "outputs": [
|
|
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