done

2024-09-20 23:45:27 +04:00 · 2024-09-20 23:45:27 +04:00 · 35a4e15a73
commit 35a4e15a73
parent 75945bbef6
6 changed files with 4060 additions and 1664 deletions
--- a/lab1.ipynb
+++ b/lab1.ipynb
--- a/mai/data/Stores.csv
+++ b/mai/data/Stores.csv
@ -0,0 +1,897 @@
 Store ID ,Store_Area,Items_Available,Daily_Customer_Count,Store_Sales
 1,1659,1961,530,66490
 2,1461,1752,210,39820
 3,1340,1609,720,54010
 4,1451,1748,620,53730
 5,1770,2111,450,46620
 6,1442,1733,760,45260
 7,1542,1858,1030,72240
 8,1261,1507,1020,37720
 9,1090,1321,680,46310
 10,1030,1235,1130,44150
 11,1187,1439,1090,71280
 12,1751,2098,720,57620
 13,1746,2064,1050,60470
 14,1615,1931,1160,59130
 15,1469,1756,770,66360
 16,1644,1950,790,78870
 17,1578,1907,1440,77250
 18,1703,2045,670,38170
 19,1438,1731,1030,63540
 20,1940,2340,980,40190
 21,1421,1700,370,43460
 22,1458,1746,690,68890
 23,1719,2065,950,52780
 24,1449,1752,620,50680
 25,1234,1488,840,41880
 26,1732,2073,820,70050
 27,1475,1777,1100,25820
 28,1390,1648,980,60530
 29,1642,1943,710,78100
 30,1715,2071,650,84860
 31,1439,1746,990,80140
 32,1250,1508,990,14920
 33,1331,1608,880,60460
 34,1784,2163,620,74560
 35,1375,1648,1020,72430
 36,1871,2230,700,45460
 37,1442,1744,610,41570
 38,1174,1411,1080,62870
 39,1839,2204,1010,55170
 40,1270,1516,10,45480
 41,1435,1725,1250,49550
 42,965,1152,600,48140
 43,1665,2001,730,67640
 44,1780,2117,780,39730
 45,1009,1194,520,35800
 46,1227,1471,870,49270
 47,1769,2087,690,66510
 48,1660,1982,910,62530
 49,1472,1776,1260,59980
 50,1408,1688,1040,76350
 51,1514,1820,910,81820
 52,1565,1880,1300,57830
 53,1074,1288,320,70450
 54,1864,2240,530,67000
 55,1570,1898,980,64090
 56,1417,1701,740,48670
 57,1734,2060,1240,66210
 58,1470,1763,1080,83660
 59,1761,2104,1080,70770
 60,1756,2070,460,53870
 61,1704,2045,300,71300
 62,2011,2391,530,46100
 63,1472,1748,600,49100
 64,1310,1561,860,65920
 65,1544,1821,590,58660
 66,1707,2052,920,69130
 67,1881,2262,570,49080
 68,1416,1681,290,72710
 69,1631,1941,650,33430
 70,1318,1576,710,42430
 71,1692,2019,850,56650
 72,1152,1380,530,33580
 73,891,1073,630,67370
 74,1468,1749,700,71780
 75,1539,1833,650,84840
 76,1635,1956,720,82070
 77,1267,1520,450,26770
 78,1250,1475,1390,65560
 79,1720,2044,960,38660
 80,1462,1761,600,65660
 81,1431,1711,620,40700
 82,1539,1858,1020,88910
 83,1441,1723,330,57860
 84,1572,1884,1410,42670
 85,1287,1525,1200,90180
 86,1468,1760,280,51280
 87,1931,2342,940,97260
 88,1252,1506,850,39650
 89,1238,1468,960,45720
 90,1479,1758,420,42060
 91,1590,1912,830,65350
 92,2169,2617,600,67080
 93,1838,2205,400,54030
 94,1385,1655,760,56360
 95,1921,2305,1470,77120
 96,1975,2385,500,50810
 97,1853,2235,1120,60960
 98,1816,2171,1160,61180
 99,1785,2147,820,63660
 100,1579,1899,1140,41190
 101,1096,1321,900,78420
 102,1919,2294,760,65580
 103,1262,1500,1170,89080
 104,1374,1655,1080,94170
 105,1309,1587,1000,50950
 106,1207,1434,690,65180
 107,1692,2031,810,69310
 108,1929,2311,630,79210
 109,1573,1878,650,23740
 110,1415,1700,920,36330
 111,1162,1382,1260,51700
 112,1485,1787,800,62950
 113,1897,2248,1330,56010
 114,1607,1927,940,45080
 115,1909,2287,1210,46830
 116,1274,1503,660,64750
 117,1157,1379,770,80780
 118,1712,2046,460,31180
 119,1500,1798,860,56710
 120,1682,2017,780,49390
 121,1441,1727,890,66000
 122,1525,1835,900,32770
 123,1408,1669,530,46580
 124,1947,2333,790,79780
 125,1164,1390,370,35510
 126,1787,2137,610,80970
 127,1871,2241,500,61150
 128,1718,2051,750,49210
 129,1365,1636,980,79950
 130,1368,1654,530,68740
 131,1342,1595,910,57480
 132,1076,1270,620,72630
 133,1396,1672,1170,50070
 134,1713,2071,900,40490
 135,1370,1638,980,51850
 136,1667,1993,740,42840
 137,1638,1972,810,60940
 138,1581,1905,810,62280
 139,1795,2187,300,76530
 140,1179,1412,790,85130
 141,1978,2374,800,48590
 142,1688,2042,760,73080
 143,1214,1456,530,48950
 144,1504,1805,540,48560
 145,1498,1770,620,59380
 146,1462,1762,1010,51190
 147,1442,1750,130,58920
 148,1250,1486,730,50360
 149,1229,1480,830,38070
 150,1936,2300,1060,49170
 151,1369,1629,770,39740
 152,1662,1986,70,63730
 153,1548,1855,670,85330
 154,1649,1963,490,27410
 155,1393,1663,670,37320
 156,1450,1734,380,71120
 157,1613,1921,1200,72800
 158,1408,1696,350,34410
 159,775,932,1090,42530
 160,1275,1534,1230,54300
 161,1740,2078,680,50780
 162,1372,1657,580,45020
 163,1414,1723,680,69600
 164,2044,2474,340,80340
 165,1823,2176,700,37810
 166,955,1133,580,46140
 167,1465,1763,680,99570
 168,1331,1606,630,38650
 169,1232,1487,860,49800
 170,1481,1765,490,69910
 171,1343,1599,870,44910
 172,1539,1837,990,78470
 173,1007,1207,670,47460
 174,1762,2145,490,33460
 175,1527,1832,580,44090
 176,1356,1619,700,42620
 177,1536,1848,670,69450
 178,1605,1902,390,73120
 179,1704,2032,590,48300
 180,1626,1941,1350,58090
 181,1612,1939,840,74250
 182,1174,1396,1100,40930
 183,1923,2339,950,70930
 184,1702,2053,950,64670
 185,1398,1692,650,77420
 186,1437,1717,230,32330
 187,1524,1796,1060,41080
 188,1660,1985,1180,42860
 189,1302,1569,710,68450
 190,1666,2000,480,39730
 191,1391,1649,810,83750
 192,1778,2148,1140,69940
 193,1462,1770,1070,67710
 194,1751,2115,790,67360
 195,1652,1982,690,52460
 196,1841,2215,610,88760
 197,1496,1791,1240,67030
 198,1504,1827,840,78230
 199,1524,1808,460,62270
 200,1148,1371,940,49760
 201,1468,1744,590,73660
 202,1310,1558,890,72320
 203,1321,1579,770,68890
 204,992,1192,900,34180
 205,1540,1857,1020,58260
 206,1807,2149,910,38120
 207,1526,1853,660,49070
 208,1406,1677,480,61660
 209,1703,2055,1080,37830
 210,1575,1872,690,52270
 211,1309,1572,510,52280
 212,1488,1807,1030,70810
 213,1658,1988,370,71530
 214,1863,2245,640,77260
 215,1458,1725,750,75550
 216,1604,1909,370,33730
 217,1575,1899,840,66270
 218,1525,1829,840,55820
 219,1451,1737,890,68430
 220,1390,1687,620,73990
 221,1442,1742,310,62800
 222,1620,1922,550,33740
 223,1251,1527,380,63830
 224,1318,1606,1200,24410
 225,1647,1962,800,70020
 226,1829,2175,870,92240
 227,1852,2227,1220,68230
 228,1699,2053,1080,81870
 229,1325,1595,540,73860
 230,1350,1634,880,77120
 231,1347,1628,120,72350
 232,1397,1661,1410,49160
 233,1245,1499,570,45650
 234,1366,1649,940,52780
 235,1378,1658,760,90960
 236,1767,2110,1200,64950
 237,1184,1434,670,47230
 238,1257,1505,950,83250
 239,1863,2247,480,51950
 240,1881,2244,920,66030
 241,1329,1609,1150,68590
 242,1539,1848,750,47140
 243,1557,1861,370,69940
 244,2007,2397,610,65890
 245,1185,1418,1150,89310
 246,1657,2003,1070,58540
 247,1294,1539,790,78130
 248,1296,1559,1070,92300
 249,1733,2097,730,56170
 250,1641,1976,620,46050
 251,1373,1648,530,43390
 252,1550,1845,700,61750
 253,1583,1907,680,21830
 254,1428,1719,1060,39800
 255,1604,1925,670,54370
 256,1439,1735,400,62470
 257,1648,2003,910,82930
 258,1025,1231,760,63720
 259,2001,2394,540,79180
 260,1145,1370,350,38210
 261,1174,1426,980,25950
 262,913,1106,860,56610
 263,1199,1433,1020,73710
 264,1875,2254,1120,70400
 265,1153,1397,1020,50440
 266,1240,1492,940,66840
 267,1381,1660,970,50170
 268,1701,2030,830,60140
 269,1206,1456,920,37130
 270,1476,1777,660,42890
 271,1189,1439,780,26220
 272,1837,2220,340,50840
 273,1319,1571,1190,25630
 274,1617,1901,490,60770
 275,1631,1967,1090,69600
 276,1517,1805,1040,41740
 277,1764,2109,1210,50130
 278,1572,1869,1030,21750
 279,1855,2197,1170,80490
 280,1327,1571,730,34020
 281,1270,1515,720,60240
 282,1734,2073,500,39460
 283,1533,1848,1070,56440
 284,1390,1646,800,46840
 285,1856,2216,1020,64820
 286,1000,1215,1070,52520
 287,1313,1586,420,45940
 288,1494,1799,510,38970
 289,1386,1674,1210,58610
 290,1979,2364,660,30810
 291,1057,1264,360,47730
 292,902,1093,1210,64640
 293,1347,1622,560,44860
 294,1314,1576,360,55660
 295,1513,1803,970,57530
 296,1305,1548,480,75200
 297,1180,1436,690,37330
 298,1142,1352,710,35280
 299,1471,1768,780,70610
 300,1075,1288,630,49720
 301,1578,1885,220,68850
 302,1585,1916,1110,50740
 303,1391,1648,720,77070
 304,1577,1892,560,74730
 305,1092,1314,600,76530
 306,1375,1681,440,68900
 307,1523,1813,520,44960
 308,1373,1654,410,41490
 309,1550,1871,590,74320
 310,1614,1946,740,73800
 311,1566,1889,610,56400
 312,2019,2396,540,71570
 313,1494,1806,1450,43640
 314,1659,2008,620,35120
 315,1766,2131,340,58670
 316,1293,1554,970,75800
 317,1375,1659,1080,76640
 318,1236,1484,560,31890
 319,1332,1586,630,61670
 320,1513,1825,980,75950
 321,1208,1459,930,41490
 322,1190,1429,470,66170
 323,1448,1734,680,37980
 324,1771,2147,430,62710
 325,1365,1645,830,60470
 326,1510,1810,950,35230
 327,1458,1736,870,48550
 328,1808,2157,730,56810
 329,1615,1954,760,41080
 330,1640,1948,960,51270
 331,1060,1273,860,57500
 332,1633,1968,330,81470
 333,1222,1473,630,49570
 334,1619,1957,1280,45580
 335,1624,1973,1440,44660
 336,1887,2278,570,76240
 337,1320,1583,540,43720
 338,1450,1750,480,46700
 339,1455,1764,390,84690
 340,966,1172,900,85470
 341,1922,2290,290,80410
 342,1678,1999,740,46650
 343,1638,1952,690,81840
 344,1145,1375,950,63590
 345,2004,2390,930,50130
 346,1954,2378,810,45820
 347,1577,1879,760,86710
 348,1766,2138,580,49980
 349,1362,1634,770,82940
 350,1886,2228,1530,40350
 351,1291,1546,420,93950
 352,1584,1897,1210,47310
 353,1397,1686,850,21300
 354,1445,1709,1340,62180
 355,1433,1707,1160,61460
 356,1269,1511,500,54360
 357,1798,2134,820,72050
 358,1514,1822,670,48090
 359,1015,1216,460,27310
 360,1495,1799,950,57160
 361,1759,2095,980,34190
 362,1219,1468,850,35600
 363,1571,1877,580,54670
 364,1404,1670,620,76730
 365,1124,1369,650,63540
 366,1514,1837,1130,36690
 367,1207,1476,720,87370
 368,1484,1774,940,59800
 369,1398,1678,920,48030
 370,1769,2112,660,96650
 371,1111,1322,610,65500
 372,1078,1305,1190,55530
 373,1876,2254,1340,21650
 374,1909,2306,820,31940
 375,1940,2343,1130,84690
 376,1391,1683,890,68390
 377,1496,1774,810,75490
 378,1412,1699,680,39200
 379,1121,1345,320,85670
 380,1691,2026,700,60530
 381,1599,1946,940,78090
 382,1208,1467,910,50720
 383,1454,1737,870,23090
 384,1555,1881,1260,91360
 385,1554,1852,440,48120
 386,1491,1800,980,75620
 387,1415,1697,1200,39420
 388,1487,1801,890,51130
 389,1339,1589,1050,33890
 390,1320,1562,610,87170
 391,1509,1799,960,38600
 392,1406,1680,860,60980
 393,1264,1502,800,79410
 394,1905,2280,1060,82350
 395,1209,1464,600,36740
 396,1546,1829,380,27720
 397,1689,2044,1140,32260
 398,1153,1381,730,53270
 399,2063,2493,810,51480
 400,1848,2254,1000,59970
 401,1718,2056,1220,83600
 402,1480,1773,360,63020
 403,1439,1724,900,50920
 404,1576,1896,750,56450
 405,1948,2374,930,89540
 406,1613,1893,1180,46030
 407,896,1059,870,75110
 408,1625,1943,680,74520
 409,1303,1587,1310,102310
 410,1340,1605,1000,53400
 411,1410,1704,1130,59760
 412,1432,1719,990,49540
 413,1891,2280,360,51560
 414,1322,1583,720,49510
 415,1378,1670,950,58610
 416,1462,1732,840,68260
 417,1440,1733,1120,65310
 418,1421,1724,920,52090
 419,1280,1530,1240,43860
 420,1431,1710,840,74170
 421,1161,1404,430,58380
 422,1175,1405,810,91200
 423,1395,1662,920,90940
 424,1443,1755,880,49330
 425,1247,1523,1350,53500
 426,1788,2133,1000,54590
 427,1138,1375,1220,57450
 428,1709,2042,430,33240
 429,1777,2145,520,80790
 430,1612,1918,580,61000
 431,1618,1943,460,47620
 432,1311,1571,470,72090
 433,1365,1638,680,102920
 434,1249,1503,950,61970
 435,1373,1635,840,61040
 436,1536,1836,990,52060
 437,1744,2101,520,69570
 438,1513,1820,520,66020
 439,1297,1561,1070,40000
 440,1908,2304,990,79500
 441,1721,2076,710,76300
 442,1243,1491,430,69030
 443,1472,1766,1290,57140
 444,1307,1570,1080,41710
 445,1628,1959,890,71480
 446,1556,1869,1000,33010
 447,1179,1428,1290,74570
 448,1768,2123,860,49590
 449,1378,1656,1010,73170
 450,1685,2015,1160,79220
 451,1474,1759,880,75880
 452,1794,2137,670,67610
 453,1086,1291,930,69090
 454,1808,2154,990,35220
 455,1501,1790,450,53940
 456,1353,1598,690,56660
 457,1455,1757,650,67520
 458,1165,1411,1020,38620
 459,1332,1610,880,38890
 460,1396,1668,760,79270
 461,1513,1821,690,42880
 462,1618,1940,630,44240
 463,1845,2233,370,43190
 464,1172,1411,460,74550
 465,1436,1737,770,57090
 466,1738,2065,750,56480
 467,2229,2667,660,87410
 468,1490,1783,730,81370
 469,1060,1279,670,97360
 470,2015,2436,680,77960
 471,1611,1919,960,71240
 472,1187,1417,1230,58940
 473,1430,1690,800,78950
 474,1543,1840,450,36380
 475,1836,2195,940,45160
 476,1463,1764,1060,69050
 477,1213,1462,560,56830
 478,1244,1480,860,93530
 479,1745,2108,730,46920
 480,933,1121,940,55990
 481,1764,2132,920,40840
 482,1675,2002,1050,64990
 483,1688,2046,380,53550
 484,1842,2204,930,51320
 485,1316,1597,980,36560
 486,1440,1719,580,66050
 487,1760,2111,680,52400
 488,1323,1571,850,27970
 489,1230,1466,730,67100
 490,1540,1838,570,43710
 491,1167,1388,620,38600
 492,1429,1695,890,53890
 493,1491,1770,800,52610
 494,1313,1574,920,43130
 495,1609,1943,920,40300
 496,1109,1342,760,49750
 497,1207,1440,500,43840
 498,902,1087,680,56820
 499,1191,1422,770,36350
 500,1335,1601,460,50820
 501,1382,1660,1070,83720
 502,1588,1906,450,46970
 503,1918,2284,310,78020
 504,1484,1774,880,45080
 505,1334,1607,370,55160
 506,1556,1846,760,72020
 507,1784,2142,950,64010
 508,1244,1477,890,27840
 509,1496,1787,800,58070
 510,1719,2058,700,51760
 511,1678,2022,1050,66050
 512,1247,1490,330,65750
 513,1191,1421,980,65820
 514,1832,2208,1090,46760
 515,1271,1523,1140,50940
 516,1735,2084,820,56440
 517,1627,1948,890,32610
 518,1351,1616,650,62770
 519,1520,1817,850,63600
 520,1490,1788,360,45840
 521,1777,2117,780,38280
 522,1688,2037,590,50960
 523,1537,1836,670,39480
 524,1622,1968,340,69610
 525,1148,1384,730,47800
 526,1001,1194,1210,44890
 527,1857,2236,1280,67420
 528,1552,1869,710,78870
 529,1700,2064,940,70310
 530,1554,1844,670,38530
 531,1482,1777,800,77570
 532,1275,1517,790,59920
 533,1642,1981,720,54450
 534,1381,1633,1270,50250
 535,1381,1634,930,30790
 536,1057,1262,1490,35420
 537,1192,1445,810,43470
 538,1601,1920,600,61000
 539,1622,1968,210,64780
 540,1607,1909,460,39030
 541,2214,2647,740,65900
 542,1633,1936,1320,46050
 543,1546,1845,760,59070
 544,1475,1753,920,44670
 545,1270,1519,920,58390
 546,1185,1420,880,80370
 547,1614,1938,1110,53230
 548,1141,1353,1370,72000
 549,1244,1481,410,84040
 550,869,1050,850,52540
 551,2049,2465,720,63510
 552,1883,2262,570,42240
 553,1526,1842,690,39580
 554,1165,1390,1220,54610
 555,1832,2185,840,87330
 556,1723,2072,560,88410
 557,932,1138,820,89760
 558,1137,1374,700,101780
 559,1231,1472,810,70290
 560,1237,1512,1070,88210
 561,1371,1650,540,87160
 562,1767,2158,530,41540
 563,1748,2092,580,49170
 564,1212,1440,500,63950
 565,1466,1743,1200,70810
 566,1152,1386,980,49590
 567,1439,1703,1000,67290
 568,2026,2400,720,51240
 569,1772,2146,1030,48540
 570,1511,1822,420,72410
 571,1199,1461,1070,54370
 572,1834,2184,830,94460
 573,1143,1375,940,85160
 574,1494,1794,550,52130
 575,1770,2131,1140,54650
 576,1455,1747,750,69320
 577,1141,1372,620,51480
 578,1586,1886,660,50060
 579,1701,2034,660,62180
 580,1860,2246,410,79780
 581,1167,1406,440,42860
 582,1424,1716,630,54410
 583,1710,2053,730,69390
 584,1408,1708,220,42810
 585,1517,1831,610,30840
 586,1227,1476,720,56260
 587,1609,1930,740,76470
 588,1553,1831,740,35680
 589,1814,2174,770,90070
 590,1240,1493,590,33120
 591,1206,1437,1330,54060
 592,1847,2186,910,75120
 593,1009,1202,330,41600
 594,1624,1946,870,20270
 595,1612,1931,790,60060
 596,1498,1805,1270,82270
 597,946,1125,590,29170
 598,1563,1872,1080,68420
 599,1664,2016,830,59130
 600,1619,1947,910,74330
 601,1433,1722,830,77080
 602,1241,1489,1380,76250
 603,1429,1720,1180,59540
 604,1241,1488,770,54690
 605,1078,1306,680,84360
 606,1690,2065,910,51420
 607,1289,1536,540,65120
 608,1581,1894,760,49380
 609,1608,1945,760,37830
 610,1344,1608,730,35980
 611,1513,1804,430,69190
 612,1529,1839,1000,50590
 613,1677,2014,660,60800
 614,1015,1229,930,31180
 615,1438,1751,760,77790
 616,1426,1718,370,47570
 617,1412,1701,630,69130
 618,1622,1944,360,75970
 619,1503,1791,630,68350
 620,1501,1789,670,41680
 621,1971,2342,690,86560
 622,1383,1687,830,81390
 623,1371,1635,720,50730
 624,1508,1823,520,71290
 625,1057,1284,750,70110
 626,1411,1680,1070,61590
 627,1466,1746,590,69370
 628,1545,1888,600,67110
 629,2044,2408,380,82020
 630,1887,2264,830,62050
 631,1505,1836,940,61730
 632,1422,1722,560,58660
 633,1564,1869,1030,53370
 634,1510,1810,730,39700
 635,1568,1920,890,53750
 636,1933,2338,1140,44730
 637,1501,1822,590,49350
 638,1593,1911,580,43340
 639,1812,2189,310,78090
 640,1580,1895,720,54950
 641,1440,1749,490,75530
 642,1100,1331,1010,57330
 643,1534,1841,680,87930
 644,1299,1555,1020,56850
 645,1767,2121,1050,78430
 646,1368,1649,740,63660
 647,1393,1670,410,62960
 648,1327,1590,770,81870
 649,1514,1794,1400,54820
 650,1989,2414,860,116320
 651,1334,1584,840,57200
 652,1533,1817,950,84360
 653,1809,2145,940,36530
 654,1607,1933,930,81260
 655,1165,1387,1060,82350
 656,1193,1430,560,80830
 657,1709,2065,670,30610
 658,1525,1839,540,51310
 659,1348,1623,1010,72940
 660,1132,1366,1340,52450
 661,1667,2020,980,66070
 662,1427,1720,630,43190
 663,1211,1447,1110,40730
 664,1717,2048,700,78530
 665,1766,2111,580,94690
 666,1086,1299,1050,44400
 667,1410,1692,790,73800
 668,1476,1760,600,37390
 669,1068,1278,440,64120
 670,1485,1785,1340,66160
 671,1461,1739,1250,22310
 672,1685,2010,990,62380
 673,1624,1958,290,63850
 674,1658,2000,350,36210
 675,1427,1677,210,54590
 676,1755,2072,810,69610
 677,1211,1472,790,65390
 678,1591,1896,780,78130
 679,1797,2126,730,55710
 680,1519,1823,1040,69210
 681,1637,1958,760,59940
 682,1451,1750,570,72550
 683,1203,1446,620,44260
 684,1884,2262,310,56910
 685,1540,1820,310,82390
 686,1121,1332,790,54590
 687,1307,1562,490,69990
 688,1475,1775,230,72740
 689,1160,1401,900,35360
 690,1078,1276,640,94370
 691,1191,1436,840,43520
 692,1317,1569,780,36000
 693,1548,1858,480,99480
 694,1560,1883,1040,83220
 695,1297,1529,870,52940
 696,1645,1958,530,93360
 697,1225,1455,750,73590
 698,1421,1704,840,53840
 699,1655,1956,800,47350
 700,1615,1928,660,65080
 701,1872,2262,560,62050
 702,1317,1581,910,30020
 703,1434,1729,480,49510
 704,1791,2167,700,64320
 705,932,1120,660,35590
 706,1609,1924,1170,63050
 707,1495,1793,1020,65300
 708,1769,2153,580,69560
 709,1693,2032,610,41910
 710,1247,1497,590,28330
 711,1502,1815,190,55980
 712,1360,1612,490,61080
 713,1542,1844,680,51380
 714,1631,1947,670,84410
 715,1246,1482,1070,60680
 716,1990,2384,1110,64690
 717,967,1154,560,45780
 718,1582,1894,1100,41800
 719,1430,1743,970,53230
 720,1827,2160,930,36160
 721,1118,1338,1040,40450
 722,1766,2109,1120,57910
 723,1799,2173,910,36280
 724,1167,1411,440,39190
 725,1493,1795,530,62380
 726,1445,1734,900,21470
 727,1033,1237,740,34610
 728,1440,1711,1020,88120
 729,1487,1773,970,59190
 730,1854,2205,890,36290
 731,1748,2086,550,53760
 732,1937,2310,520,66300
 733,1641,1999,950,93000
 734,1659,1999,650,65660
 735,1743,2061,860,81930
 736,1449,1733,320,60060
 737,1098,1309,860,59530
 738,1121,1351,900,46380
 739,1526,1858,550,76200
 740,1358,1645,770,56860
 741,1336,1616,710,86620
 742,1502,1802,840,49730
 743,1534,1858,860,88370
 744,1418,1699,870,49160
 745,854,1018,660,77740
 746,1450,1728,930,38560
 747,1474,1776,1020,51990
 748,1524,1819,1190,39970
 749,1361,1638,1140,46040
 750,1398,1683,490,49500
 751,1085,1308,1170,76670
 752,1660,1979,480,75800
 753,1648,2017,930,81720
 754,1453,1749,890,58440
 755,1323,1591,680,85720
 756,1385,1643,740,70940
 757,1250,1506,990,62420
 758,1389,1683,680,56880
 759,1486,1758,820,101820
 760,1655,1993,440,86890
 761,1645,1963,900,47300
 762,1464,1771,1080,31270
 763,1197,1428,830,65410
 764,1878,2264,310,54200
 765,1150,1378,730,67390
 766,1562,1881,740,54530
 767,1596,1939,960,79760
 768,1119,1345,790,78060
 769,1116,1347,700,74080
 770,1934,2349,750,52990
 771,1299,1540,590,70580
 772,1417,1689,570,34310
 773,1235,1503,660,74160
 774,1497,1815,700,59190
 775,1430,1704,1070,43370
 776,1537,1877,660,17670
 777,1444,1742,840,56710
 778,1477,1798,850,59820
 779,1041,1246,600,36190
 780,1226,1472,710,60440
 781,1489,1783,450,75300
 782,1549,1871,740,74080
 783,1073,1280,1240,60440
 784,1473,1785,570,80720
 785,2013,2396,580,47060
 786,1975,2368,450,86830
 787,1561,1877,790,56790
 788,1427,1723,1040,67090
 789,1441,1747,670,44370
 790,1275,1548,370,82970
 791,1574,1876,620,56230
 792,1511,1791,1010,53760
 793,1428,1713,550,55390
 794,1388,1672,800,73500
 795,1057,1280,610,41050
 796,1440,1747,1090,67320
 797,1349,1610,700,65890
 798,1536,1808,830,56380
 799,2019,2420,850,85670
 800,1236,1508,1260,70830
 801,1436,1715,1030,48180
 802,1862,2248,1160,51910
 803,1200,1442,880,44320
 804,1360,1650,420,58940
 805,1722,2078,770,73610
 806,1577,1902,910,54060
 807,1850,2214,1110,85000
 808,1447,1730,510,49030
 809,1496,1800,780,63300
 810,1679,2008,790,84300
 811,994,1194,1090,81390
 812,1354,1635,1270,95900
 813,1597,1918,1260,71830
 814,1873,2252,330,79310
 815,1218,1459,540,87890
 816,1458,1746,720,48610
 817,1546,1860,670,73160
 818,1608,1962,770,36280
 819,1822,2160,860,49720
 820,1716,2038,410,44400
 821,1072,1296,900,47590
 822,1330,1604,480,51460
 823,1588,1892,540,57750
 824,1425,1733,760,66000
 825,1778,2133,280,45950
 826,1363,1630,1120,53900
 827,1609,1928,160,37920
 828,1671,2024,620,63100
 829,1379,1636,440,36770
 830,1218,1452,870,43910
 831,1724,2101,900,66390
 832,986,1179,710,59160
 833,1330,1606,590,38510
 834,1437,1725,910,46220
 835,1327,1609,1320,41500
 836,1651,2009,1000,58160
 837,1211,1462,670,38530
 838,1916,2277,610,55880
 839,1638,1937,1050,70940
 840,1172,1413,480,53940
 841,1350,1606,770,43030
 842,1528,1843,340,59820
 843,1305,1557,580,55500
 844,1463,1751,900,49990
 845,1409,1727,700,42980
 846,1419,1743,860,65970
 847,1535,1819,540,59290
 848,1474,1745,970,63020
 849,919,1099,1560,73810
 850,2067,2492,790,70230
 851,1977,2362,1020,59950
 852,1293,1558,790,78100
 853,1477,1790,880,16370
 854,1582,1906,550,92640
 855,1481,1789,550,63540
 856,1214,1455,950,87220
 857,1206,1460,810,41990
 858,1653,1982,390,79410
 859,1152,1393,860,54380
 860,1458,1757,850,58600
 861,1249,1510,660,48950
 862,1939,2333,830,40670
 863,1591,1919,640,52340
 864,1180,1397,750,39140
 865,1846,2195,1170,41090
 866,780,951,790,25600
 867,1565,1854,900,100900
 868,1648,1959,370,77080
 869,1775,2104,980,105150
 870,1439,1732,1170,80580
 871,1487,1776,800,46230
 872,1800,2158,1100,98260
 873,1690,2024,1070,75930
 874,1209,1452,830,52050
 875,1859,2222,1210,87000
 876,1691,2023,540,60270
 877,1259,1493,100,88270
 878,1771,2138,820,57820
 879,1205,1468,1210,61210
 880,1792,2131,810,76420
 881,1263,1516,780,70980
 882,1344,1605,1160,76740
 883,1819,2187,590,47920
 884,1357,1625,1140,52160
 885,1396,1673,690,32740
 886,1118,1337,560,72270
 887,1655,1986,1150,77430
 888,1156,1398,140,92370
 889,1451,1734,670,34880
 890,1539,1829,650,46580
 891,1549,1851,1220,70620
 892,1582,1910,1080,66390
 893,1387,1663,850,82080
 894,1200,1436,1060,76440
 895,1299,1560,770,96610
 896,1174,1429,1110,54340
--- a/mai/data/Stores_updated.csv
+++ b/mai/data/Stores_updated.csv
@ -0,0 +1,897 @@
 Store ID ,Store_Area,Items_Available,Daily_Customer_Count,Store_Sales
 1,1659,1961,530,66490
 2,1461,1752,210,39820
 3,1340,1609,720,54010
 4,1451,1748,620,53730
 5,1770,2111,450,46620
 6,1442,1733,760,45260
 7,1542,1858,1030,72240
 8,1261,1507,1020,37720
 9,1090,1321,680,46310
 10,1030,1235,1130,44150
 11,1187,1439,1090,71280
 12,1751,2098,720,57620
 13,1746,2064,1050,60470
 14,1615,1931,1160,59130
 15,1469,1756,770,66360
 16,1644,1950,790,78870
 17,1578,1907,1440,77250
 18,1703,2045,670,38170
 19,1438,1731,1030,63540
 20,1940,2340,980,40190
 21,1421,1700,370,43460
 22,1458,1746,690,68890
 23,1719,2065,950,52780
 24,1449,1752,620,50680
 25,1234,1488,840,41880
 26,1732,2073,820,70050
 27,1475,1777,1100,25820
 28,1390,1648,980,60530
 29,1642,1943,710,78100
 30,1715,2071,650,84860
 31,1439,1746,990,80140
 32,1250,1508,990,14920
 33,1331,1608,880,60460
 34,1784,2163,620,74560
 35,1375,1648,1020,72430
 36,1871,2230,700,45460
 37,1442,1744,610,41570
 38,1174,1411,1080,62870
 39,1839,2204,1010,55170
 40,1270,1516,10,45480
 41,1435,1725,1250,49550
 42,965,1152,600,48140
 43,1665,2001,730,67640
 44,1780,2117,780,39730
 45,1009,1194,520,35800
 46,1227,1471,870,49270
 47,1769,2087,690,66510
 48,1660,1982,910,62530
 49,1472,1776,1260,59980
 50,1408,1688,1040,76350
 51,1514,1820,910,81820
 52,1565,1880,1300,57830
 53,1074,1288,320,70450
 54,1864,2240,530,67000
 55,1570,1898,980,64090
 56,1417,1701,740,48670
 57,1734,2060,1240,66210
 58,1470,1763,1080,83660
 59,1761,2104,1080,70770
 60,1756,2070,460,53870
 61,1704,2045,300,71300
 62,2011,2391,530,46100
 63,1472,1748,600,49100
 64,1310,1561,860,65920
 65,1544,1821,590,58660
 66,1707,2052,920,69130
 67,1881,2262,570,49080
 68,1416,1681,290,72710
 69,1631,1941,650,33430
 70,1318,1576,710,42430
 71,1692,2019,850,56650
 72,1152,1380,530,33580
 73,891,1073,630,67370
 74,1468,1749,700,71780
 75,1539,1833,650,84840
 76,1635,1956,720,82070
 77,1267,1520,450,26770
 78,1250,1475,1390,65560
 79,1720,2044,960,38660
 80,1462,1761,600,65660
 81,1431,1711,620,40700
 82,1539,1858,1020,88910
 83,1441,1723,330,57860
 84,1572,1884,1410,42670
 85,1287,1525,1200,90180
 86,1468,1760,280,51280
 87,1931,2342,940,97260
 88,1252,1506,850,39650
 89,1238,1468,960,45720
 90,1479,1758,420,42060
 91,1590,1912,830,65350
 92,2169,2617,600,67080
 93,1838,2205,400,54030
 94,1385,1655,760,56360
 95,1921,2305,1470,77120
 96,1975,2385,500,50810
 97,1853,2235,1120,60960
 98,1816,2171,1160,61180
 99,1785,2147,820,63660
 100,1579,1899,1140,41190
 101,1096,1321,900,78420
 102,1919,2294,760,65580
 103,1262,1500,1170,89080
 104,1374,1655,1080,94170
 105,1309,1587,1000,50950
 106,1207,1434,690,65180
 107,1692,2031,810,69310
 108,1929,2311,630,79210
 109,1573,1878,650,23740
 110,1415,1700,920,36330
 111,1162,1382,1260,51700
 112,1485,1787,800,62950
 113,1897,2248,1330,56010
 114,1607,1927,940,45080
 115,1909,2287,1210,46830
 116,1274,1503,660,64750
 117,1157,1379,770,80780
 118,1712,2046,460,31180
 119,1500,1798,860,56710
 120,1682,2017,780,49390
 121,1441,1727,890,66000
 122,1525,1835,900,32770
 123,1408,1669,530,46580
 124,1947,2333,790,79780
 125,1164,1390,370,35510
 126,1787,2137,610,80970
 127,1871,2241,500,61150
 128,1718,2051,750,49210
 129,1365,1636,980,79950
 130,1368,1654,530,68740
 131,1342,1595,910,57480
 132,1076,1270,620,72630
 133,1396,1672,1170,50070
 134,1713,2071,900,40490
 135,1370,1638,980,51850
 136,1667,1993,740,42840
 137,1638,1972,810,60940
 138,1581,1905,810,62280
 139,1795,2187,300,76530
 140,1179,1412,790,85130
 141,1978,2374,800,48590
 142,1688,2042,760,73080
 143,1214,1456,530,48950
 144,1504,1805,540,48560
 145,1498,1770,620,59380
 146,1462,1762,1010,51190
 147,1442,1750,130,58920
 148,1250,1486,730,50360
 149,1229,1480,830,38070
 150,1936,2300,1060,49170
 151,1369,1629,770,39740
 152,1662,1986,70,63730
 153,1548,1855,670,85330
 154,1649,1963,490,27410
 155,1393,1663,670,37320
 156,1450,1734,380,71120
 157,1613,1921,1200,72800
 158,1408,1696,350,34410
 159,775,932,1090,42530
 160,1275,1534,1230,54300
 161,1740,2078,680,50780
 162,1372,1657,580,45020
 163,1414,1723,680,69600
 164,2044,2474,340,80340
 165,1823,2176,700,37810
 166,955,1133,580,46140
 167,1465,1763,680,99570
 168,1331,1606,630,38650
 169,1232,1487,860,49800
 170,1481,1765,490,69910
 171,1343,1599,870,44910
 172,1539,1837,990,78470
 173,1007,1207,670,47460
 174,1762,2145,490,33460
 175,1527,1832,580,44090
 176,1356,1619,700,42620
 177,1536,1848,670,69450
 178,1605,1902,390,73120
 179,1704,2032,590,48300
 180,1626,1941,1350,58090
 181,1612,1939,840,74250
 182,1174,1396,1100,40930
 183,1923,2339,950,70930
 184,1702,2053,950,64670
 185,1398,1692,650,77420
 186,1437,1717,230,32330
 187,1524,1796,1060,41080
 188,1660,1985,1180,42860
 189,1302,1569,710,68450
 190,1666,2000,480,39730
 191,1391,1649,810,83750
 192,1778,2148,1140,69940
 193,1462,1770,1070,67710
 194,1751,2115,790,67360
 195,1652,1982,690,52460
 196,1841,2215,610,88760
 197,1496,1791,1240,67030
 198,1504,1827,840,78230
 199,1524,1808,460,62270
 200,1148,1371,940,49760
 201,1468,1744,590,73660
 202,1310,1558,890,72320
 203,1321,1579,770,68890
 204,992,1192,900,34180
 205,1540,1857,1020,58260
 206,1807,2149,910,38120
 207,1526,1853,660,49070
 208,1406,1677,480,61660
 209,1703,2055,1080,37830
 210,1575,1872,690,52270
 211,1309,1572,510,52280
 212,1488,1807,1030,70810
 213,1658,1988,370,71530
 214,1863,2245,640,77260
 215,1458,1725,750,75550
 216,1604,1909,370,33730
 217,1575,1899,840,66270
 218,1525,1829,840,55820
 219,1451,1737,890,68430
 220,1390,1687,620,73990
 221,1442,1742,310,62800
 222,1620,1922,550,33740
 223,1251,1527,380,63830
 224,1318,1606,1200,24410
 225,1647,1962,800,70020
 226,1829,2175,870,92240
 227,1852,2227,1220,68230
 228,1699,2053,1080,81870
 229,1325,1595,540,73860
 230,1350,1634,880,77120
 231,1347,1628,120,72350
 232,1397,1661,1410,49160
 233,1245,1499,570,45650
 234,1366,1649,940,52780
 235,1378,1658,760,90960
 236,1767,2110,1200,64950
 237,1184,1434,670,47230
 238,1257,1505,950,83250
 239,1863,2247,480,51950
 240,1881,2244,920,66030
 241,1329,1609,1150,68590
 242,1539,1848,750,47140
 243,1557,1861,370,69940
 244,2007,2397,610,65890
 245,1185,1418,1150,89310
 246,1657,2003,1070,58540
 247,1294,1539,790,78130
 248,1296,1559,1070,92300
 249,1733,2097,730,56170
 250,1641,1976,620,46050
 251,1373,1648,530,43390
 252,1550,1845,700,61750
 253,1583,1907,680,21830
 254,1428,1719,1060,39800
 255,1604,1925,670,54370
 256,1439,1735,400,62470
 257,1648,2003,910,82930
 258,1025,1231,760,63720
 259,2001,2394,540,79180
 260,1145,1370,350,38210
 261,1174,1426,980,25950
 262,913,1106,860,56610
 263,1199,1433,1020,73710
 264,1875,2254,1120,70400
 265,1153,1397,1020,50440
 266,1240,1492,940,66840
 267,1381,1660,970,50170
 268,1701,2030,830,60140
 269,1206,1456,920,37130
 270,1476,1777,660,42890
 271,1189,1439,780,26220
 272,1837,2220,340,50840
 273,1319,1571,1190,25630
 274,1617,1901,490,60770
 275,1631,1967,1090,69600
 276,1517,1805,1040,41740
 277,1764,2109,1210,50130
 278,1572,1869,1030,21750
 279,1855,2197,1170,80490
 280,1327,1571,730,34020
 281,1270,1515,720,60240
 282,1734,2073,500,39460
 283,1533,1848,1070,56440
 284,1390,1646,800,46840
 285,1856,2216,1020,64820
 286,1000,1215,1070,52520
 287,1313,1586,420,45940
 288,1494,1799,510,38970
 289,1386,1674,1210,58610
 290,1979,2364,660,30810
 291,1057,1264,360,47730
 292,902,1093,1210,64640
 293,1347,1622,560,44860
 294,1314,1576,360,55660
 295,1513,1803,970,57530
 296,1305,1548,480,75200
 297,1180,1436,690,37330
 298,1142,1352,710,35280
 299,1471,1768,780,70610
 300,1075,1288,630,49720
 301,1578,1885,220,68850
 302,1585,1916,1110,50740
 303,1391,1648,720,77070
 304,1577,1892,560,74730
 305,1092,1314,600,76530
 306,1375,1681,440,68900
 307,1523,1813,520,44960
 308,1373,1654,410,41490
 309,1550,1871,590,74320
 310,1614,1946,740,73800
 311,1566,1889,610,56400
 312,2019,2396,540,71570
 313,1494,1806,1450,43640
 314,1659,2008,620,35120
 315,1766,2131,340,58670
 316,1293,1554,970,75800
 317,1375,1659,1080,76640
 318,1236,1484,560,31890
 319,1332,1586,630,61670
 320,1513,1825,980,75950
 321,1208,1459,930,41490
 322,1190,1429,470,66170
 323,1448,1734,680,37980
 324,1771,2147,430,62710
 325,1365,1645,830,60470
 326,1510,1810,950,35230
 327,1458,1736,870,48550
 328,1808,2157,730,56810
 329,1615,1954,760,41080
 330,1640,1948,960,51270
 331,1060,1273,860,57500
 332,1633,1968,330,81470
 333,1222,1473,630,49570
 334,1619,1957,1280,45580
 335,1624,1973,1440,44660
 336,1887,2278,570,76240
 337,1320,1583,540,43720
 338,1450,1750,480,46700
 339,1455,1764,390,84690
 340,966,1172,900,85470
 341,1922,2290,290,80410
 342,1678,1999,740,46650
 343,1638,1952,690,81840
 344,1145,1375,950,63590
 345,2004,2390,930,50130
 346,1954,2378,810,45820
 347,1577,1879,760,86710
 348,1766,2138,580,49980
 349,1362,1634,770,82940
 350,1886,2228,1530,40350
 351,1291,1546,420,93950
 352,1584,1897,1210,47310
 353,1397,1686,850,21300
 354,1445,1709,1340,62180
 355,1433,1707,1160,61460
 356,1269,1511,500,54360
 357,1798,2134,820,72050
 358,1514,1822,670,48090
 359,1015,1216,460,27310
 360,1495,1799,950,57160
 361,1759,2095,980,34190
 362,1219,1468,850,35600
 363,1571,1877,580,54670
 364,1404,1670,620,76730
 365,1124,1369,650,63540
 366,1514,1837,1130,36690
 367,1207,1476,720,87370
 368,1484,1774,940,59800
 369,1398,1678,920,48030
 370,1769,2112,660,96650
 371,1111,1322,610,65500
 372,1078,1305,1190,55530
 373,1876,2254,1340,21650
 374,1909,2306,820,31940
 375,1940,2343,1130,84690
 376,1391,1683,890,68390
 377,1496,1774,810,75490
 378,1412,1699,680,39200
 379,1121,1345,320,85670
 380,1691,2026,700,60530
 381,1599,1946,940,78090
 382,1208,1467,910,50720
 383,1454,1737,870,23090
 384,1555,1881,1260,91360
 385,1554,1852,440,48120
 386,1491,1800,980,75620
 387,1415,1697,1200,39420
 388,1487,1801,890,51130
 389,1339,1589,1050,33890
 390,1320,1562,610,87170
 391,1509,1799,960,38600
 392,1406,1680,860,60980
 393,1264,1502,800,79410
 394,1905,2280,1060,82350
 395,1209,1464,600,36740
 396,1546,1829,380,27720
 397,1689,2044,1140,32260
 398,1153,1381,730,53270
 399,2063,2493,810,51480
 400,1848,2254,1000,59970
 401,1718,2056,1220,83600
 402,1480,1773,360,63020
 403,1439,1724,900,50920
 404,1576,1896,750,56450
 405,1948,2374,930,89540
 406,1613,1893,1180,46030
 407,896,1059,870,75110
 408,1625,1943,680,74520
 409,1303,1587,1310,102310
 410,1340,1605,1000,53400
 411,1410,1704,1130,59760
 412,1432,1719,990,49540
 413,1891,2280,360,51560
 414,1322,1583,720,49510
 415,1378,1670,950,58610
 416,1462,1732,840,68260
 417,1440,1733,1120,65310
 418,1421,1724,920,52090
 419,1280,1530,1240,43860
 420,1431,1710,840,74170
 421,1161,1404,430,58380
 422,1175,1405,810,91200
 423,1395,1662,920,90940
 424,1443,1755,880,49330
 425,1247,1523,1350,53500
 426,1788,2133,1000,54590
 427,1138,1375,1220,57450
 428,1709,2042,430,33240
 429,1777,2145,520,80790
 430,1612,1918,580,61000
 431,1618,1943,460,47620
 432,1311,1571,470,72090
 433,1365,1638,680,102920
 434,1249,1503,950,61970
 435,1373,1635,840,61040
 436,1536,1836,990,52060
 437,1744,2101,520,69570
 438,1513,1820,520,66020
 439,1297,1561,1070,40000
 440,1908,2304,990,79500
 441,1721,2076,710,76300
 442,1243,1491,430,69030
 443,1472,1766,1290,57140
 444,1307,1570,1080,41710
 445,1628,1959,890,71480
 446,1556,1869,1000,33010
 447,1179,1428,1290,74570
 448,1768,2123,860,49590
 449,1378,1656,1010,73170
 450,1685,2015,1160,79220
 451,1474,1759,880,75880
 452,1794,2137,670,67610
 453,1086,1291,930,69090
 454,1808,2154,990,35220
 455,1501,1790,450,53940
 456,1353,1598,690,56660
 457,1455,1757,650,67520
 458,1165,1411,1020,38620
 459,1332,1610,880,38890
 460,1396,1668,760,79270
 461,1513,1821,690,42880
 462,1618,1940,630,44240
 463,1845,2233,370,43190
 464,1172,1411,460,74550
 465,1436,1737,770,57090
 466,1738,2065,750,56480
 467,2229,2667,660,87410
 468,1490,1783,730,81370
 469,1060,1279,670,97360
 470,2015,2436,680,77960
 471,1611,1919,960,71240
 472,1187,1417,1230,58940
 473,1430,1690,800,78950
 474,1543,1840,450,36380
 475,1836,2195,940,45160
 476,1463,1764,1060,69050
 477,1213,1462,560,56830
 478,1244,1480,860,93530
 479,1745,2108,730,46920
 480,933,1121,940,55990
 481,1764,2132,920,40840
 482,1675,2002,1050,64990
 483,1688,2046,380,53550
 484,1842,2204,930,51320
 485,1316,1597,980,36560
 486,1440,1719,580,66050
 487,1760,2111,680,52400
 488,1323,1571,850,27970
 489,1230,1466,730,67100
 490,1540,1838,570,43710
 491,1167,1388,620,38600
 492,1429,1695,890,53890
 493,1491,1770,800,52610
 494,1313,1574,920,43130
 495,1609,1943,920,40300
 496,1109,1342,760,49750
 497,1207,1440,500,43840
 498,902,1087,680,56820
 499,1191,1422,770,36350
 500,1335,1601,460,50820
 501,1382,1660,1070,83720
 502,1588,1906,450,46970
 503,1918,2284,310,78020
 504,1484,1774,880,45080
 505,1334,1607,370,55160
 506,1556,1846,760,72020
 507,1784,2142,950,64010
 508,1244,1477,890,27840
 509,1496,1787,800,58070
 510,1719,2058,700,51760
 511,1678,2022,1050,66050
 512,1247,1490,330,65750
 513,1191,1421,980,65820
 514,1832,2208,1090,46760
 515,1271,1523,1140,50940
 516,1735,2084,820,56440
 517,1627,1948,890,32610
 518,1351,1616,650,62770
 519,1520,1817,850,63600
 520,1490,1788,360,45840
 521,1777,2117,780,38280
 522,1688,2037,590,50960
 523,1537,1836,670,39480
 524,1622,1968,340,69610
 525,1148,1384,730,47800
 526,1001,1194,1210,44890
 527,1857,2236,1280,67420
 528,1552,1869,710,78870
 529,1700,2064,940,70310
 530,1554,1844,670,38530
 531,1482,1777,800,77570
 532,1275,1517,790,59920
 533,1642,1981,720,54450
 534,1381,1633,1270,50250
 535,1381,1634,930,30790
 536,1057,1262,1490,35420
 537,1192,1445,810,43470
 538,1601,1920,600,61000
 539,1622,1968,210,64780
 540,1607,1909,460,39030
 541,2214,2647,740,65900
 542,1633,1936,1320,46050
 543,1546,1845,760,59070
 544,1475,1753,920,44670
 545,1270,1519,920,58390
 546,1185,1420,880,80370
 547,1614,1938,1110,53230
 548,1141,1353,1370,72000
 549,1244,1481,410,84040
 550,869,1050,850,52540
 551,2049,2465,720,63510
 552,1883,2262,570,42240
 553,1526,1842,690,39580
 554,1165,1390,1220,54610
 555,1832,2185,840,87330
 556,1723,2072,560,88410
 557,932,1138,820,89760
 558,1137,1374,700,101780
 559,1231,1472,810,70290
 560,1237,1512,1070,88210
 561,1371,1650,540,87160
 562,1767,2158,530,41540
 563,1748,2092,580,49170
 564,1212,1440,500,63950
 565,1466,1743,1200,70810
 566,1152,1386,980,49590
 567,1439,1703,1000,67290
 568,2026,2400,720,51240
 569,1772,2146,1030,48540
 570,1511,1822,420,72410
 571,1199,1461,1070,54370
 572,1834,2184,830,94460
 573,1143,1375,940,85160
 574,1494,1794,550,52130
 575,1770,2131,1140,54650
 576,1455,1747,750,69320
 577,1141,1372,620,51480
 578,1586,1886,660,50060
 579,1701,2034,660,62180
 580,1860,2246,410,79780
 581,1167,1406,440,42860
 582,1424,1716,630,54410
 583,1710,2053,730,69390
 584,1408,1708,220,42810
 585,1517,1831,610,30840
 586,1227,1476,720,56260
 587,1609,1930,740,76470
 588,1553,1831,740,35680
 589,1814,2174,770,90070
 590,1240,1493,590,33120
 591,1206,1437,1330,54060
 592,1847,2186,910,75120
 593,1009,1202,330,41600
 594,1624,1946,870,20270
 595,1612,1931,790,60060
 596,1498,1805,1270,82270
 597,946,1125,590,29170
 598,1563,1872,1080,68420
 599,1664,2016,830,59130
 600,1619,1947,910,74330
 601,1433,1722,830,77080
 602,1241,1489,1380,76250
 603,1429,1720,1180,59540
 604,1241,1488,770,54690
 605,1078,1306,680,84360
 606,1690,2065,910,51420
 607,1289,1536,540,65120
 608,1581,1894,760,49380
 609,1608,1945,760,37830
 610,1344,1608,730,35980
 611,1513,1804,430,69190
 612,1529,1839,1000,50590
 613,1677,2014,660,60800
 614,1015,1229,930,31180
 615,1438,1751,760,77790
 616,1426,1718,370,47570
 617,1412,1701,630,69130
 618,1622,1944,360,75970
 619,1503,1791,630,68350
 620,1501,1789,670,41680
 621,1971,2342,690,86560
 622,1383,1687,830,81390
 623,1371,1635,720,50730
 624,1508,1823,520,71290
 625,1057,1284,750,70110
 626,1411,1680,1070,61590
 627,1466,1746,590,69370
 628,1545,1888,600,67110
 629,2044,2408,380,82020
 630,1887,2264,830,62050
 631,1505,1836,940,61730
 632,1422,1722,560,58660
 633,1564,1869,1030,53370
 634,1510,1810,730,39700
 635,1568,1920,890,53750
 636,1933,2338,1140,44730
 637,1501,1822,590,49350
 638,1593,1911,580,43340
 639,1812,2189,310,78090
 640,1580,1895,720,54950
 641,1440,1749,490,75530
 642,1100,1331,1010,57330
 643,1534,1841,680,87930
 644,1299,1555,1020,56850
 645,1767,2121,1050,78430
 646,1368,1649,740,63660
 647,1393,1670,410,62960
 648,1327,1590,770,81870
 649,1514,1794,1400,54820
 650,1989,2414,860,116320
 651,1334,1584,840,57200
 652,1533,1817,950,84360
 653,1809,2145,940,36530
 654,1607,1933,930,81260
 655,1165,1387,1060,82350
 656,1193,1430,560,80830
 657,1709,2065,670,30610
 658,1525,1839,540,51310
 659,1348,1623,1010,72940
 660,1132,1366,1340,52450
 661,1667,2020,980,66070
 662,1427,1720,630,43190
 663,1211,1447,1110,40730
 664,1717,2048,700,78530
 665,1766,2111,580,94690
 666,1086,1299,1050,44400
 667,1410,1692,790,73800
 668,1476,1760,600,37390
 669,1068,1278,440,64120
 670,1485,1785,1340,66160
 671,1461,1739,1250,22310
 672,1685,2010,990,62380
 673,1624,1958,290,63850
 674,1658,2000,350,36210
 675,1427,1677,210,54590
 676,1755,2072,810,69610
 677,1211,1472,790,65390
 678,1591,1896,780,78130
 679,1797,2126,730,55710
 680,1519,1823,1040,69210
 681,1637,1958,760,59940
 682,1451,1750,570,72550
 683,1203,1446,620,44260
 684,1884,2262,310,56910
 685,1540,1820,310,82390
 686,1121,1332,790,54590
 687,1307,1562,490,69990
 688,1475,1775,230,72740
 689,1160,1401,900,35360
 690,1078,1276,640,94370
 691,1191,1436,840,43520
 692,1317,1569,780,36000
 693,1548,1858,480,99480
 694,1560,1883,1040,83220
 695,1297,1529,870,52940
 696,1645,1958,530,93360
 697,1225,1455,750,73590
 698,1421,1704,840,53840
 699,1655,1956,800,47350
 700,1615,1928,660,65080
 701,1872,2262,560,62050
 702,1317,1581,910,30020
 703,1434,1729,480,49510
 704,1791,2167,700,64320
 705,932,1120,660,35590
 706,1609,1924,1170,63050
 707,1495,1793,1020,65300
 708,1769,2153,580,69560
 709,1693,2032,610,41910
 710,1247,1497,590,28330
 711,1502,1815,190,55980
 712,1360,1612,490,61080
 713,1542,1844,680,51380
 714,1631,1947,670,84410
 715,1246,1482,1070,60680
 716,1990,2384,1110,64690
 717,967,1154,560,45780
 718,1582,1894,1100,41800
 719,1430,1743,970,53230
 720,1827,2160,930,36160
 721,1118,1338,1040,40450
 722,1766,2109,1120,57910
 723,1799,2173,910,36280
 724,1167,1411,440,39190
 725,1493,1795,530,62380
 726,1445,1734,900,21470
 727,1033,1237,740,34610
 728,1440,1711,1020,88120
 729,1487,1773,970,59190
 730,1854,2205,890,36290
 731,1748,2086,550,53760
 732,1937,2310,520,66300
 733,1641,1999,950,93000
 734,1659,1999,650,65660
 735,1743,2061,860,81930
 736,1449,1733,320,60060
 737,1098,1309,860,59530
 738,1121,1351,900,46380
 739,1526,1858,550,76200
 740,1358,1645,770,56860
 741,1336,1616,710,86620
 742,1502,1802,840,49730
 743,1534,1858,860,88370
 744,1418,1699,870,49160
 745,854,1018,660,77740
 746,1450,1728,930,38560
 747,1474,1776,1020,51990
 748,1524,1819,1190,39970
 749,1361,1638,1140,46040
 750,1398,1683,490,49500
 751,1085,1308,1170,76670
 752,1660,1979,480,75800
 753,1648,2017,930,81720
 754,1453,1749,890,58440
 755,1323,1591,680,85720
 756,1385,1643,740,70940
 757,1250,1506,990,62420
 758,1389,1683,680,56880
 759,1486,1758,820,101820
 760,1655,1993,440,86890
 761,1645,1963,900,47300
 762,1464,1771,1080,31270
 763,1197,1428,830,65410
 764,1878,2264,310,54200
 765,1150,1378,730,67390
 766,1562,1881,740,54530
 767,1596,1939,960,79760
 768,1119,1345,790,78060
 769,1116,1347,700,74080
 770,1934,2349,750,52990
 771,1299,1540,590,70580
 772,1417,1689,570,34310
 773,1235,1503,660,74160
 774,1497,1815,700,59190
 775,1430,1704,1070,43370
 776,1537,1877,660,17670
 777,1444,1742,840,56710
 778,1477,1798,850,59820
 779,1041,1246,600,36190
 780,1226,1472,710,60440
 781,1489,1783,450,75300
 782,1549,1871,740,74080
 783,1073,1280,1240,60440
 784,1473,1785,570,80720
 785,2013,2396,580,47060
 786,1975,2368,450,86830
 787,1561,1877,790,56790
 788,1427,1723,1040,67090
 789,1441,1747,670,44370
 790,1275,1548,370,82970
 791,1574,1876,620,56230
 792,1511,1791,1010,53760
 793,1428,1713,550,55390
 794,1388,1672,800,73500
 795,1057,1280,610,41050
 796,1440,1747,1090,67320
 797,1349,1610,700,65890
 798,1536,1808,830,56380
 799,2019,2420,850,85670
 800,1236,1508,1260,70830
 801,1436,1715,1030,48180
 802,1862,2248,1160,51910
 803,1200,1442,880,44320
 804,1360,1650,420,58940
 805,1722,2078,770,73610
 806,1577,1902,910,54060
 807,1850,2214,1110,85000
 808,1447,1730,510,49030
 809,1496,1800,780,63300
 810,1679,2008,790,84300
 811,994,1194,1090,81390
 812,1354,1635,1270,95900
 813,1597,1918,1260,71830
 814,1873,2252,330,79310
 815,1218,1459,540,87890
 816,1458,1746,720,48610
 817,1546,1860,670,73160
 818,1608,1962,770,36280
 819,1822,2160,860,49720
 820,1716,2038,410,44400
 821,1072,1296,900,47590
 822,1330,1604,480,51460
 823,1588,1892,540,57750
 824,1425,1733,760,66000
 825,1778,2133,280,45950
 826,1363,1630,1120,53900
 827,1609,1928,160,37920
 828,1671,2024,620,63100
 829,1379,1636,440,36770
 830,1218,1452,870,43910
 831,1724,2101,900,66390
 832,986,1179,710,59160
 833,1330,1606,590,38510
 834,1437,1725,910,46220
 835,1327,1609,1320,41500
 836,1651,2009,1000,58160
 837,1211,1462,670,38530
 838,1916,2277,610,55880
 839,1638,1937,1050,70940
 840,1172,1413,480,53940
 841,1350,1606,770,43030
 842,1528,1843,340,59820
 843,1305,1557,580,55500
 844,1463,1751,900,49990
 845,1409,1727,700,42980
 846,1419,1743,860,65970
 847,1535,1819,540,59290
 848,1474,1745,970,63020
 849,919,1099,1560,73810
 850,2067,2492,790,70230
 851,1977,2362,1020,59950
 852,1293,1558,790,78100
 853,1477,1790,880,16370
 854,1582,1906,550,92640
 855,1481,1789,550,63540
 856,1214,1455,950,87220
 857,1206,1460,810,41990
 858,1653,1982,390,79410
 859,1152,1393,860,54380
 860,1458,1757,850,58600
 861,1249,1510,660,48950
 862,1939,2333,830,40670
 863,1591,1919,640,52340
 864,1180,1397,750,39140
 865,1846,2195,1170,41090
 866,780,951,790,25600
 867,1565,1854,900,100900
 868,1648,1959,370,77080
 869,1775,2104,980,105150
 870,1439,1732,1170,80580
 871,1487,1776,800,46230
 872,1800,2158,1100,98260
 873,1690,2024,1070,75930
 874,1209,1452,830,52050
 875,1859,2222,1210,87000
 876,1691,2023,540,60270
 877,1259,1493,100,88270
 878,1771,2138,820,57820
 879,1205,1468,1210,61210
 880,1792,2131,810,76420
 881,1263,1516,780,70980
 882,1344,1605,1160,76740
 883,1819,2187,590,47920
 884,1357,1625,1140,52160
 885,1396,1673,690,32740
 886,1118,1337,560,72270
 887,1655,1986,1150,77430
 888,1156,1398,140,92370
 889,1451,1734,670,34880
 890,1539,1829,650,46580
 891,1549,1851,1220,70620
 892,1582,1910,1080,66390
 893,1387,1663,850,82080
 894,1200,1436,1060,76440
 895,1299,1560,770,96610
 896,1174,1429,1110,54340
--- a/mai/data/dollar.csv
+++ b/mai/data/dollar.csv
@ -1,244 +0,0 @@
 "my_date","my_value","bullet","bulletClass","label"
 "28.03.2023","76.5662","","",""
 "31.03.2023","77.0863","","",""
 "01.04.2023","77.3233","","",""
 "04.04.2023","77.9510","","",""
 "05.04.2023","79.3563","","",""
 "06.04.2023","79.4961","","",""
 "07.04.2023","80.6713","","",""
 "08.04.2023","82.3988","","",""
 "11.04.2023","81.7441","","",""
 "12.04.2023","82.1799","","",""
 "13.04.2023","82.0934","","",""
 "14.04.2023","81.6758","","",""
 "15.04.2023","81.5045","","",""
 "18.04.2023","81.6279","","",""
 "19.04.2023","81.6028","","",""
 "20.04.2023","81.6549","","",""
 "21.04.2023","81.6188","","",""
 "22.04.2023","81.4863","","",""
 "25.04.2023","81.2745","","",""
 "26.04.2023","81.5499","","",""
 "27.04.2023","81.6274","","",""
 "28.04.2023","81.5601","","",""
 "29.04.2023","80.5093","","",""
 "03.05.2023","79.9609","","",""
 "04.05.2023","79.3071","","",""
 "05.05.2023","78.6139","","",""
 "06.05.2023","76.8207","","",""
 "11.05.2023","76.6929","","",""
 "12.05.2023","75.8846","round","min-pulsating-bullet","мин"
 "13.05.2023","77.2041","","",""
 "16.05.2023","79.1004","","",""
 "17.05.2023","79.9798","","",""
 "18.05.2023","80.7642","","",""
 "19.05.2023","80.0366","","",""
 "20.05.2023","79.9093","","",""
 "23.05.2023","79.9379","","",""
 "24.05.2023","80.1665","","",""
 "25.05.2023","79.9669","","",""
 "26.05.2023","79.9841","","",""
 "27.05.2023","79.9667","","",""
 "30.05.2023","80.0555","","",""
 "31.05.2023","80.6872","","",""
 "01.06.2023","80.9942","","",""
 "02.06.2023","80.9657","","",""
 "03.06.2023","80.8756","","",""
 "06.06.2023","81.3294","","",""
 "07.06.2023","81.2502","","",""
 "08.06.2023","81.4581","","",""
 "09.06.2023","82.0930","","",""
 "10.06.2023","82.6417","","",""
 "14.06.2023","83.6405","","",""
 "15.06.2023","84.3249","","",""
 "16.06.2023","83.9611","","",""
 "17.06.2023","83.6498","","",""
 "20.06.2023","83.9866","","",""
 "21.06.2023","84.2336","","",""
 "22.06.2023","84.2467","","",""
 "23.06.2023","83.6077","","",""
 "24.06.2023","84.0793","","",""
 "27.06.2023","84.6642","","",""
 "28.06.2023","85.0504","","",""
 "29.06.2023","85.6192","","",""
 "30.06.2023","87.0341","","",""
 "01.07.2023","88.3844","","",""
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 "25.07.2023","90.4890","","",""
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 "27.07.2023","90.0468","","",""
 "28.07.2023","90.0225","","",""
 "29.07.2023","90.9783","","",""
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 "12.08.2023","98.2066","","",""
 "15.08.2023","101.0399","","",""
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 "17.08.2023","96.7045","","",""
 "18.08.2023","93.7460","","",""
 "19.08.2023","93.4047","","",""
 "22.08.2023","94.1424","","",""
 "23.08.2023","94.1185","","",""
 "24.08.2023","94.4421","","",""
 "25.08.2023","94.4007","","",""
 "26.08.2023","94.7117","","",""
 "29.08.2023","95.4717","","",""
 "30.08.2023","95.7070","","",""
 "31.08.2023","95.9283","","",""
 "01.09.2023","96.3344","","",""
 "02.09.2023","96.3411","","",""
 "05.09.2023","96.6199","","",""
 "06.09.2023","97.5383","","",""
 "07.09.2023","97.8439","","",""
 "08.09.2023","98.1961","","",""
 "09.09.2023","97.9241","","",""
 "12.09.2023","96.5083","","",""
 "13.09.2023","94.7035","","",""
 "14.09.2023","95.9794","","",""
 "15.09.2023","96.1609","","",""
 "16.09.2023","96.6338","","",""
 "19.09.2023","96.6472","","",""
 "20.09.2023","96.2236","","",""
 "21.09.2023","96.6172","","",""
 "22.09.2023","96.0762","","",""
 "23.09.2023","96.0419","","",""
 "26.09.2023","96.1456","","",""
 "27.09.2023","96.2378","","",""
 "28.09.2023","96.5000","","",""
 "29.09.2023","97.0018","","",""
 "30.09.2023","97.4147","","",""
 "03.10.2023","98.4785","","",""
 "04.10.2023","99.2677","","",""
 "05.10.2023","99.4555","","",""
 "06.10.2023","99.6762","","",""
 "07.10.2023","100.4911","","",""
 "10.10.2023","101.3598","round","max-pulsating-bullet","макс"
 "11.10.2023","99.9349","","",""
 "12.10.2023","99.9808","","",""
 "13.10.2023","96.9948","","",""
 "14.10.2023","97.3075","","",""
 "17.10.2023","97.2865","","",""
 "18.10.2023","97.3458","","",""
 "19.10.2023","97.3724","","",""
 "20.10.2023","97.3074","","",""
 "21.10.2023","95.9053","","",""
 "24.10.2023","94.7081","","",""
 "25.10.2023","93.5224","","",""
 "26.10.2023","93.1507","","",""
 "27.10.2023","93.5616","","",""
 "28.10.2023","93.2174","","",""
 "31.10.2023","93.2435","","",""
 "01.11.2023","92.0226","","",""
 "02.11.2023","93.2801","","",""
 "03.11.2023","93.1730","","",""
 "04.11.2023","93.0351","","",""
 "08.11.2023","92.4151","","",""
 "09.11.2023","92.1973","","",""
 "10.11.2023","91.9266","","",""
 "11.11.2023","92.0535","","",""
 "14.11.2023","92.1185","","",""
 "15.11.2023","91.2570","","",""
 "16.11.2023","89.4565","","",""
 "17.11.2023","88.9466","","",""
 "18.11.2023","89.1237","","",""
 "21.11.2023","88.4954","","",""
 "22.11.2023","87.8701","","",""
 "23.11.2023","88.1648","","",""
 "24.11.2023","88.1206","","",""
 "25.11.2023","88.8133","","",""
 "28.11.2023","88.7045","","",""
 "29.11.2023","88.6102","","",""
 "30.11.2023","88.8841","","",""
 "01.12.2023","88.5819","","",""
 "02.12.2023","89.7619","","",""
 "05.12.2023","90.6728","","",""
 "06.12.2023","91.5823","","",""
 "07.12.2023","92.7826","","",""
 "08.12.2023","92.5654","","",""
 "09.12.2023","91.6402","","",""
 "12.12.2023","90.9846","","",""
 "13.12.2023","90.2158","","",""
 "14.12.2023","89.8926","","",""
 "15.12.2023","89.6741","","",""
 "16.12.2023","89.6966","","",""
 "19.12.2023","90.4162","","",""
 "20.12.2023","90.0870","","",""
 "21.12.2023","90.4056","","",""
 "22.12.2023","91.7062","","",""
 "23.12.2023","91.9389","","",""
 "26.12.2023","91.9690","","",""
 "27.12.2023","91.7069","","",""
 "28.12.2023","91.7051","","",""
 "29.12.2023","90.3041","","",""
 "30.12.2023","89.6883","","",""
 "10.01.2024","90.4040","","",""
 "11.01.2024","89.3939","","",""
 "12.01.2024","88.7818","","",""
 "13.01.2024","88.1324","","",""
 "16.01.2024","87.6772","","",""
 "17.01.2024","87.6457","","",""
 "18.01.2024","88.3540","","",""
 "19.01.2024","88.6610","","",""
 "20.01.2024","88.5896","","",""
 "23.01.2024","87.9724","","",""
 "24.01.2024","87.9199","","",""
 "25.01.2024","88.2829","","",""
 "26.01.2024","88.6562","","",""
 "27.01.2024","89.5159","","",""
 "30.01.2024","89.6090","","",""
 "31.01.2024","89.2887","","",""
 "01.02.2024","89.6678","","",""
 "02.02.2024","90.2299","","",""
 "03.02.2024","90.6626","","",""
 "06.02.2024","91.2434","","",""
 "07.02.2024","90.6842","","",""
 "08.02.2024","91.1514","","",""
 "09.02.2024","91.2561","","",""
 "10.02.2024","90.8901","","",""
 "13.02.2024","91.0758","","",""
 "14.02.2024","91.2057","","",""
 "15.02.2024","91.4316","","",""
 "16.02.2024","91.8237","","",""
 "17.02.2024","92.5492","","",""
 "20.02.2024","92.4102","","",""
 "21.02.2024","92.3490","","",""
 "22.02.2024","92.4387","","",""
 "23.02.2024","92.7519","","",""
 "27.02.2024","92.6321","","",""
 "28.02.2024","92.0425","","",""
 "29.02.2024","91.8692","","",""
 "01.03.2024","90.8423","","",""
 "02.03.2024","91.3336","","",""
 "05.03.2024","91.3534","","",""
 "06.03.2024","91.1604","","",""
 "07.03.2024","90.3412","","",""
 "08.03.2024","90.7493","","",""
 "12.03.2024","90.6252","","",""
 "13.03.2024","90.8818","","",""
 "19.03.2024","91.9829","","",""
 "20.03.2024","92.2243","","",""
 "21.03.2024","92.6861","","",""
 "22.03.2024","91.9499","","",""
 "23.03.2024","92.6118","","",""
 "26.03.2024","92.7761","","",""
--- a/mai/data/titanic.csv
+++ b/mai/data/titanic.csv
@ -1,892 +0,0 @@
 PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
 1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S
 2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C
 3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S
 4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S
 5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S
 6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q
 7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S
 8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S
 9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S
 10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C
 11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S
 12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S
 13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S
 14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S
 15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S
 16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S
 17,0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.125,,Q
 18,1,2,"Williams, Mr. Charles Eugene",male,,0,0,244373,13,,S
 19,0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18,,S
 20,1,3,"Masselmani, Mrs. Fatima",female,,0,0,2649,7.225,,C
 21,0,2,"Fynney, Mr. Joseph J",male,35,0,0,239865,26,,S
 22,1,2,"Beesley, Mr. Lawrence",male,34,0,0,248698,13,D56,S
 23,1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292,,Q
 24,1,1,"Sloper, Mr. William Thompson",male,28,0,0,113788,35.5,A6,S
 25,0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.075,,S
 26,1,3,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,38,1,5,347077,31.3875,,S
 27,0,3,"Emir, Mr. Farred Chehab",male,,0,0,2631,7.225,,C
 28,0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263,C23 C25 C27,S
 29,1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,,0,0,330959,7.8792,,Q
 30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S
 31,0,1,"Uruchurtu, Don. Manuel E",male,40,0,0,PC 17601,27.7208,,C
 32,1,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",female,,1,0,PC 17569,146.5208,B78,C
 33,1,3,"Glynn, Miss. Mary Agatha",female,,0,0,335677,7.75,,Q
 34,0,2,"Wheadon, Mr. Edward H",male,66,0,0,C.A. 24579,10.5,,S
 35,0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708,,C
 36,0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52,,S
 37,1,3,"Mamee, Mr. Hanna",male,,0,0,2677,7.2292,,C
 38,0,3,"Cann, Mr. Ernest Charles",male,21,0,0,A./5. 2152,8.05,,S
 39,0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18,,S
 40,1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417,,C
 41,0,3,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,40,1,0,7546,9.475,,S
 42,0,2,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,27,1,0,11668,21,,S
 43,0,3,"Kraeff, Mr. Theodor",male,,0,0,349253,7.8958,,C
 44,1,2,"Laroche, Miss. Simonne Marie Anne Andree",female,3,1,2,SC/Paris 2123,41.5792,,C
 45,1,3,"Devaney, Miss. Margaret Delia",female,19,0,0,330958,7.8792,,Q
 46,0,3,"Rogers, Mr. William John",male,,0,0,S.C./A.4. 23567,8.05,,S
 47,0,3,"Lennon, Mr. Denis",male,,1,0,370371,15.5,,Q
 48,1,3,"O'Driscoll, Miss. Bridget",female,,0,0,14311,7.75,,Q
 49,0,3,"Samaan, Mr. Youssef",male,,2,0,2662,21.6792,,C
 50,0,3,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,18,1,0,349237,17.8,,S
 51,0,3,"Panula, Master. Juha Niilo",male,7,4,1,3101295,39.6875,,S
 52,0,3,"Nosworthy, Mr. Richard Cater",male,21,0,0,A/4. 39886,7.8,,S
 53,1,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,49,1,0,PC 17572,76.7292,D33,C
 54,1,2,"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",female,29,1,0,2926,26,,S
 55,0,1,"Ostby, Mr. Engelhart Cornelius",male,65,0,1,113509,61.9792,B30,C
 56,1,1,"Woolner, Mr. Hugh",male,,0,0,19947,35.5,C52,S
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--- a/mai/lec1.ipynb
+++ b/mai/lec1.ipynb