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eliza botto

2012-Jul-10 15:29 UTC

[R] estimation of NA by predict command

Dear arun and all R users,
I will first of all try to simply define my issue..
I have data in the following format
Year       Discharge
dd/mm/yyyy     x
..             …
…            …
There are some NA values in the discharge which I would like to predict by using
“predict command”. I cant figure out the way to write the coding for that. Could
you please help me on that???
I have also ,written below, the exact dput of my file. 
Thnx in advance. 
 > dput(eliza)structure(list(Year = structure(c(1L, 133L, 265L, 397L, 529L, 
661L, 793L, 925L, 1057L, 1189L, 1321L, 1453L, 1585L, 1717L, 1849L, 
1981L, 2113L, 2245L, 2377L, 2509L, 2641L, 2773L, 2905L, 3037L, 
3169L, 3301L, 3433L, 3565L, 3697L, 3820L, 3941L, 12L, 144L, 276L, 
408L, 540L, 672L, 804L, 936L, 1068L, 1200L, 1332L, 1464L, 1596L, 
1728L, 1860L, 1992L, 2124L, 2256L, 2388L, 2520L, 2652L, 2784L, 
2916L, 3048L, 3180L, 3312L, 3444L, 3576L, 23L, 155L, 287L, 419L, 
551L, 683L, 815L, 947L, 1079L, 1211L, 1343L, 1475L, 1607L, 1739L, 
1871L, 2003L, 2135L, 2267L, 2399L, 2531L, 2663L, 2795L, 2927L, 
3059L, 3191L, 3323L, 3455L, 3587L, 3710L, 3831L, 3952L, 34L, 
166L, 298L, 430L, 562L, 694L, 826L, 958L, 1090L, 1222L, 1354L, 
1486L, 1618L, 1750L, 1882L, 2014L, 2146L, 2278L, 2410L, 2542L, 
2674L, 2806L, 2938L, 3070L, 3202L, 3334L, 3466L, 3598L, 3721L, 
3842L, 45L, 177L, 309L, 441L, 573L, 705L, 837L, 969L, 1101L, 
1233L, 1365L, 1497L, 1629L, 1761L, 1893L, 2025L, 2157L, 2289L, 
2421L, 2553L, 2685L, 2817L, 2949L, 3081L, 3213L, 3345L, 3477L, 
3609L, 3732L, 3853L, 3963L, 56L, 188L, 320L, 452L, 584L, 716L, 
848L, 980L, 1112L, 1244L, 1376L, 1508L, 1640L, 1772L, 1904L, 
2036L, 2168L, 2300L, 2432L, 2564L, 2696L, 2828L, 2960L, 3092L, 
3224L, 3356L, 3488L, 3620L, 3743L, 3864L, 67L, 199L, 331L, 463L, 
595L, 727L, 859L, 991L, 1123L, 1255L, 1387L, 1519L, 1651L, 1783L, 
1915L, 2047L, 2179L, 2311L, 2443L, 2575L, 2707L, 2839L, 2971L, 
3103L, 3235L, 3367L, 3499L, 3631L, 3754L, 3875L, 3974L, 78L, 
210L, 342L, 474L, 606L, 738L, 870L, 1002L, 1134L, 1266L, 1398L, 
1530L, 1662L, 1794L, 1926L, 2058L, 2190L, 2322L, 2454L, 2586L, 
2718L, 2850L, 2982L, 3114L, 3246L, 3378L, 3510L, 3642L, 3765L, 
3886L, 3985L, 89L, 221L, 353L, 485L, 617L, 749L, 881L, 1013L, 
1145L, 1277L, 1409L, 1541L, 1673L, 1805L, 1937L, 2069L, 2201L, 
2333L, 2465L, 2597L, 2729L, 2861L, 2993L, 3125L, 3257L, 3389L, 
3521L, 3653L, 3776L, 3897L, 100L, 232L, 364L, 496L, 628L, 760L, 
892L, 1024L, 1156L, 1288L, 1420L, 1552L, 1684L, 1816L, 1948L, 
2080L, 2212L, 2344L, 2476L, 2608L, 2740L, 2872L, 3004L, 3136L, 
3268L, 3400L, 3532L, 3664L, 3787L, 3908L, 3996L, 111L, 243L, 
375L, 507L, 639L, 771L, 903L, 1035L, 1167L, 1299L, 1431L, 1563L, 
1695L, 1827L, 1959L, 2091L, 2223L, 2355L, 2487L, 2619L, 2751L, 
2883L, 3015L, 3147L, 3279L, 3411L, 3543L, 3675L, 3798L, 3919L, 
122L, 254L, 386L, 518L, 650L, 782L, 914L, 1046L, 1178L, 1310L, 
1442L, 1574L, 1706L, 1838L, 1970L, 2102L, 2234L, 2366L, 2498L, 
2630L, 2762L, 2894L, 3026L, 3158L, 3290L, 3422L, 3554L, 3686L, 
3809L, 3930L, 4007L, 2L, 134L, 266L, 398L, 530L, 662L, 794L, 
926L, 1058L, 1190L, 1322L, 1454L, 1586L, 1718L, 1850L, 1982L, 
2114L, 2246L, 2378L, 2510L, 2642L, 2774L, 2906L, 3038L, 3170L, 
3302L, 3434L, 3566L, 3698L, 3821L, 3942L, 13L, 145L, 277L, 409L, 
541L, 673L, 805L, 937L, 1069L, 1201L, 1333L, 1465L, 1597L, 1729L, 
1861L, 1993L, 2125L, 2257L, 2389L, 2521L, 2653L, 2785L, 2917L, 
3049L, 3181L, 3313L, 3445L, 3577L, 24L, 156L, 288L, 420L, 552L, 
684L, 816L, 948L, 1080L, 1212L, 1344L, 1476L, 1608L, 1740L, 1872L, 
2004L, 2136L, 2268L, 2400L, 2532L, 2664L, 2796L, 2928L, 3060L, 
3192L, 3324L, 3456L, 3588L, 3711L, 3832L, 3953L, 35L, 167L, 299L, 
431L, 563L, 695L, 827L, 959L, 1091L, 1223L, 1355L, 1487L, 1619L, 
1751L, 1883L, 2015L, 2147L, 2279L, 2411L, 2543L, 2675L, 2807L, 
2939L, 3071L, 3203L, 3335L, 3467L, 3599L, 3722L, 3843L, 46L, 
178L, 310L, 442L, 574L, 706L, 838L, 970L, 1102L, 1234L, 1366L, 
1498L, 1630L, 1762L, 1894L, 2026L, 2158L, 2290L, 2422L, 2554L, 
2686L, 2818L, 2950L, 3082L, 3214L, 3346L, 3478L, 3610L, 3733L, 
3854L, 3964L, 57L, 189L, 321L, 453L, 585L, 717L, 849L, 981L, 
1113L, 1245L, 1377L, 1509L, 1641L, 1773L, 1905L, 2037L, 2169L, 
2301L, 2433L, 2565L, 2697L, 2829L, 2961L, 3093L, 3225L, 3357L, 
3489L, 3621L, 3744L, 3865L, 68L, 200L, 332L, 464L, 596L, 728L, 
860L, 992L, 1124L, 1256L, 1388L, 1520L, 1652L, 1784L, 1916L, 
2048L, 2180L, 2312L, 2444L, 2576L, 2708L, 2840L, 2972L, 3104L, 
3236L, 3368L, 3500L, 3632L, 3755L, 3876L, 3975L, 79L, 211L, 343L, 
475L, 607L, 739L, 871L, 1003L, 1135L, 1267L, 1399L, 1531L, 1663L, 
1795L, 1927L, 2059L, 2191L, 2323L, 2455L, 2587L, 2719L, 2851L, 
2983L, 3115L, 3247L, 3379L, 3511L, 3643L, 3766L, 3887L, 3986L, 
90L, 222L, 354L, 486L, 618L, 750L, 882L, 1014L, 1146L, 1278L, 
1410L, 1542L, 1674L, 1806L, 1938L, 2070L, 2202L, 2334L, 2466L, 
2598L, 2730L, 2862L, 2994L, 3126L, 3258L, 3390L, 3522L, 3654L, 
3777L, 3898L, 101L, 233L, 365L, 497L, 629L, 761L, 893L, 1025L, 
1157L, 1289L, 1421L, 1553L, 1685L, 1817L, 1949L, 2081L, 2213L, 
2345L, 2477L, 2609L, 2741L, 2873L, 3005L, 3137L, 3269L, 3401L, 
3533L, 3665L, 3788L, 3909L, 3997L, 112L, 244L, 376L, 508L, 640L, 
772L, 904L, 1036L, 1168L, 1300L, 1432L, 1564L, 1696L, 1828L, 
1960L, 2092L, 2224L, 2356L, 2488L, 2620L, 2752L, 2884L, 3016L, 
3148L, 3280L, 3412L, 3544L, 3676L, 3799L, 3920L, 123L, 255L, 
387L, 519L, 651L, 783L, 915L, 1047L, 1179L, 1311L, 1443L, 1575L, 
1707L, 1839L, 1971L, 2103L, 2235L, 2367L, 2499L, 2631L, 2763L, 
2895L, 3027L, 3159L, 3291L, 3423L, 3555L, 3687L, 3810L, 3931L, 
4008L, 3L, 135L, 267L, 399L, 531L, 663L, 795L, 927L, 1059L, 1191L, 
1323L, 1455L, 1587L, 1719L, 1851L, 1983L, 2115L, 2247L, 2379L, 
2511L, 2643L, 2775L, 2907L, 3039L, 3171L, 3303L, 3435L, 3567L, 
3699L, 3822L, 3943L, 14L, 146L, 278L, 410L, 542L, 674L, 806L, 
938L, 1070L, 1202L, 1334L, 1466L, 1598L, 1730L, 1862L, 1994L, 
2126L, 2258L, 2390L, 2522L, 2654L, 2786L, 2918L, 3050L, 3182L, 
3314L, 3446L, 3578L, 3708L, 25L, 157L, 289L, 421L, 553L, 685L, 
817L, 949L, 1081L, 1213L, 1345L, 1477L, 1609L, 1741L, 1873L, 
2005L, 2137L, 2269L, 2401L, 2533L, 2665L, 2797L, 2929L, 3061L, 
3193L, 3325L, 3457L, 3589L, 3712L, 3833L, 3954L, 36L, 168L, 300L, 
432L, 564L, 696L, 828L, 960L, 1092L, 1224L, 1356L, 1488L, 1620L, 
1752L, 1884L, 2016L, 2148L, 2280L, 2412L, 2544L, 2676L, 2808L, 
2940L, 3072L, 3204L, 3336L, 3468L, 3600L, 3723L, 3844L, 47L, 
179L, 311L, 443L, 575L, 707L, 839L, 971L, 1103L, 1235L, 1367L, 
1499L, 1631L, 1763L, 1895L, 2027L, 2159L, 2291L, 2423L, 2555L, 
2687L, 2819L, 2951L, 3083L, 3215L, 3347L, 3479L, 3611L, 3734L, 
3855L, 3965L, 58L, 190L, 322L, 454L, 586L, 718L, 850L, 982L, 
1114L, 1246L, 1378L, 1510L, 1642L, 1774L, 1906L, 2038L, 2170L, 
2302L, 2434L, 2566L, 2698L, 2830L, 2962L, 3094L, 3226L, 3358L, 
3490L, 3622L, 3745L, 3866L, 69L, 201L, 333L, 465L, 597L, 729L, 
861L, 993L, 1125L, 1257L, 1389L, 1521L, 1653L, 1785L, 1917L, 
2049L, 2181L, 2313L, 2445L, 2577L, 2709L, 2841L, 2973L, 3105L, 
3237L, 3369L, 3501L, 3633L, 3756L, 3877L, 3976L, 80L, 212L, 344L, 
476L, 608L, 740L, 872L, 1004L, 1136L, 1268L, 1400L, 1532L, 1664L, 
1796L, 1928L, 2060L, 2192L, 2324L, 2456L, 2588L, 2720L, 2852L, 
2984L, 3116L, 3248L, 3380L, 3512L, 3644L, 3767L, 3888L, 3987L, 
91L, 223L, 355L, 487L, 619L, 751L, 883L, 1015L, 1147L, 1279L, 
1411L, 1543L, 1675L, 1807L, 1939L, 2071L, 2203L, 2335L, 2467L, 
2599L, 2731L, 2863L, 2995L, 3127L, 3259L, 3391L, 3523L, 3655L, 
3778L, 3899L, 102L, 234L, 366L, 498L, 630L, 762L, 894L, 1026L, 
1158L, 1290L, 1422L, 1554L, 1686L, 1818L, 1950L, 2082L, 2214L, 
2346L, 2478L, 2610L, 2742L, 2874L, 3006L, 3138L, 3270L, 3402L, 
3534L, 3666L, 3789L, 3910L, 3998L, 113L, 245L, 377L, 509L, 641L, 
773L, 905L, 1037L, 1169L, 1301L, 1433L, 1565L, 1697L, 1829L, 
1961L, 2093L, 2225L, 2357L, 2489L, 2621L, 2753L, 2885L, 3017L, 
3149L, 3281L, 3413L, 3545L, 3677L, 3800L, 3921L, 124L, 256L, 
388L, 520L, 652L, 784L, 916L, 1048L, 1180L, 1312L, 1444L, 1576L, 
1708L, 1840L, 1972L, 2104L, 2236L, 2368L, 2500L, 2632L, 2764L, 
2896L, 3028L, 3160L, 3292L, 3424L, 3556L, 3688L, 3811L, 3932L, 
4009L, 4L, 136L, 268L, 400L, 532L, 664L, 796L, 928L, 1060L, 1192L, 
1324L, 1456L, 1588L, 1720L, 1852L, 1984L, 2116L, 2248L, 2380L, 
2512L, 2644L, 2776L, 2908L, 3040L, 3172L, 3304L, 3436L, 3568L, 
3700L, 3823L, 3944L, 15L, 147L, 279L, 411L, 543L, 675L, 807L, 
939L, 1071L, 1203L, 1335L, 1467L, 1599L, 1731L, 1863L, 1995L, 
2127L, 2259L, 2391L, 2523L, 2655L, 2787L, 2919L, 3051L, 3183L, 
3315L, 3447L, 3579L, 26L, 158L, 290L, 422L, 554L, 686L, 818L, 
950L, 1082L, 1214L, 1346L, 1478L, 1610L, 1742L, 1874L, 2006L, 
2138L, 2270L, 2402L, 2534L, 2666L, 2798L, 2930L, 3062L, 3194L, 
3326L, 3458L, 3590L, 3713L, 3834L, 3955L, 37L, 169L, 301L, 433L, 
565L, 697L, 829L, 961L, 1093L, 1225L, 1357L, 1489L, 1621L, 1753L, 
1885L, 2017L, 2149L, 2281L, 2413L, 2545L, 2677L, 2809L, 2941L, 
3073L, 3205L, 3337L, 3469L, 3601L, 3724L, 3845L, 48L, 180L, 312L, 
444L, 576L, 708L, 840L, 972L, 1104L, 1236L, 1368L, 1500L, 1632L, 
1764L, 1896L, 2028L, 2160L, 2292L, 2424L, 2556L, 2688L, 2820L, 
2952L, 3084L, 3216L, 3348L, 3480L, 3612L, 3735L, 3856L, 3966L, 
59L, 191L, 323L, 455L, 587L, 719L, 851L, 983L, 1115L, 1247L, 
1379L, 1511L, 1643L, 1775L, 1907L, 2039L, 2171L, 2303L, 2435L, 
2567L, 2699L, 2831L, 2963L, 3095L, 3227L, 3359L, 3491L, 3623L, 
3746L, 3867L, 70L, 202L, 334L, 466L, 598L, 730L, 862L, 994L, 
1126L, 1258L, 1390L, 1522L, 1654L, 1786L, 1918L, 2050L, 2182L, 
2314L, 2446L, 2578L, 2710L, 2842L, 2974L, 3106L, 3238L, 3370L, 
3502L, 3634L, 3757L, 3878L, 3977L, 81L, 213L, 345L, 477L, 609L, 
741L, 873L, 1005L, 1137L, 1269L, 1401L, 1533L, 1665L, 1797L, 
1929L, 2061L, 2193L, 2325L, 2457L, 2589L, 2721L, 2853L, 2985L, 
3117L, 3249L, 3381L, 3513L, 3645L, 3768L, 3889L, 3988L, 92L, 
224L, 356L, 488L, 620L, 752L, 884L, 1016L, 1148L, 1280L, 1412L, 
1544L, 1676L, 1808L, 1940L, 2072L, 2204L, 2336L, 2468L, 2600L, 
2732L, 2864L, 2996L, 3128L, 3260L, 3392L, 3524L, 3656L, 3779L, 
3900L, 103L, 235L, 367L, 499L, 631L, 763L, 895L, 1027L, 1159L, 
1291L, 1423L, 1555L, 1687L, 1819L, 1951L, 2083L, 2215L, 2347L, 
2479L, 2611L, 2743L, 2875L, 3007L, 3139L, 3271L, 3403L, 3535L, 
3667L, 3790L, 3911L, 3999L, 114L, 246L, 378L, 510L, 642L, 774L, 
906L, 1038L, 1170L, 1302L, 1434L, 1566L, 1698L, 1830L, 1962L, 
2094L, 2226L, 2358L, 2490L, 2622L, 2754L, 2886L, 3018L, 3150L, 
3282L, 3414L, 3546L, 3678L, 3801L, 3922L, 125L, 257L, 389L, 521L, 
653L, 785L, 917L, 1049L, 1181L, 1313L, 1445L, 1577L, 1709L, 1841L, 
1973L, 2105L, 2237L, 2369L, 2501L, 2633L, 2765L, 2897L, 3029L, 
3161L, 3293L, 3425L, 3557L, 3689L, 3812L, 3933L, 4010L, 5L, 137L, 
269L, 401L, 533L, 665L, 797L, 929L, 1061L, 1193L, 1325L, 1457L, 
1589L, 1721L, 1853L, 1985L, 2117L, 2249L, 2381L, 2513L, 2645L, 
2777L, 2909L, 3041L, 3173L, 3305L, 3437L, 3569L, 3701L, 3824L, 
3945L, 16L, 148L, 280L, 412L, 544L, 676L, 808L, 940L, 1072L, 
1204L, 1336L, 1468L, 1600L, 1732L, 1864L, 1996L, 2128L, 2260L, 
2392L, 2524L, 2656L, 2788L, 2920L, 3052L, 3184L, 3316L, 3448L, 
3580L, 27L, 159L, 291L, 423L, 555L, 687L, 819L, 951L, 1083L, 
1215L, 1347L, 1479L, 1611L, 1743L, 1875L, 2007L, 2139L, 2271L, 
2403L, 2535L, 2667L, 2799L, 2931L, 3063L, 3195L, 3327L, 3459L, 
3591L, 3714L, 3835L, 3956L, 38L, 170L, 302L, 434L, 566L, 698L, 
830L, 962L, 1094L, 1226L, 1358L, 1490L, 1622L, 1754L, 1886L, 
2018L, 2150L, 2282L, 2414L, 2546L, 2678L, 2810L, 2942L, 3074L, 
3206L, 3338L, 3470L, 3602L, 3725L, 3846L, 49L, 181L, 313L, 445L, 
577L, 709L, 841L, 973L, 1105L, 1237L, 1369L, 1501L, 1633L, 1765L, 
1897L, 2029L, 2161L, 2293L, 2425L, 2557L, 2689L, 2821L, 2953L, 
3085L, 3217L, 3349L, 3481L, 3613L, 3736L, 3857L, 3967L, 60L, 
192L, 324L, 456L, 588L, 720L, 852L, 984L, 1116L, 1248L, 1380L, 
1512L, 1644L, 1776L, 1908L, 2040L, 2172L, 2304L, 2436L, 2568L, 
2700L, 2832L, 2964L, 3096L, 3228L, 3360L, 3492L, 3624L, 3747L, 
3868L, 71L, 203L, 335L, 467L, 599L, 731L, 863L, 995L, 1127L, 
1259L, 1391L, 1523L, 1655L, 1787L, 1919L, 2051L, 2183L, 2315L, 
2447L, 2579L, 2711L, 2843L, 2975L, 3107L, 3239L, 3371L, 3503L, 
3635L, 3758L, 3879L, 3978L, 82L, 214L, 346L, 478L, 610L, 742L, 
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236L, 368L, 500L, 632L, 764L, 896L, 1028L, 1160L, 1292L, 1424L, 
1556L, 1688L, 1820L, 1952L, 2084L, 2216L, 2348L, 2480L, 2612L, 
2744L, 2876L, 3008L, 3140L, 3272L, 3404L, 3536L, 3668L, 3791L, 
3912L, 4000L, 115L, 247L, 379L, 511L, 643L, 775L, 907L, 1039L, 
1171L, 1303L, 1435L, 1567L, 1699L, 1831L, 1963L, 2095L, 2227L, 
2359L, 2491L, 2623L, 2755L, 2887L, 3019L, 3151L, 3283L, 3415L, 
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918L, 1050L, 1182L, 1314L, 1446L, 1578L, 1710L, 1842L, 1974L, 
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402L, 534L, 666L, 798L, 930L, 1062L, 1194L, 1326L, 1458L, 1590L, 
1722L, 1854L, 1986L, 2118L, 2250L, 2382L, 2514L, 2646L, 2778L, 
2910L, 3042L, 3174L, 3306L, 3438L, 3570L, 3702L, 3825L, 3946L, 
17L, 149L, 281L, 413L, 545L, 677L, 809L, 941L, 1073L, 1205L, 
1337L, 1469L, 1601L, 1733L, 1865L, 1997L, 2129L, 2261L, 2393L, 
2525L, 2657L, 2789L, 2921L, 3053L, 3185L, 3317L, 3449L, 3581L, 
28L, 160L, 292L, 424L, 556L, 688L, 820L, 952L, 1084L, 1216L, 
1348L, 1480L, 1612L, 1744L, 1876L, 2008L, 2140L, 2272L, 2404L, 
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3715L, 3836L, 3957L, 39L, 171L, 303L, 435L, 567L, 699L, 831L, 
963L, 1095L, 1227L, 1359L, 1491L, 1623L, 1755L, 1887L, 2019L, 
2151L, 2283L, 2415L, 2547L, 2679L, 2811L, 2943L, 3075L, 3207L, 
3339L, 3471L, 3603L, 3726L, 3847L, 50L, 182L, 314L, 446L, 578L, 
710L, 842L, 974L, 1106L, 1238L, 1370L, 1502L, 1634L, 1766L, 1898L, 
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0.44, 0.44, 0.65, 0.65, 0.65, 0.65, 0.65, 0.54, 0.44, 0.44, 0.54, 
0.65, 0.79, 0.65, 0.65, 0.65, 0.94, 0.54, 0.44, 0.44, 0.44, 0.54, 
0.54, 0.65, 0.65, 0.94, 0.44, 0.27, 0.21, 0.27, 0.27, 0.44, 0.44, 
0.65, 0.54, 0.79, 0.44, 0.65, 0.44, 0.44, 0.35, 0.35, 0.27, 0.44, 
0.35, 0.54, 0.54, 0.44, 0.35, 0.44, 0.35, 0.35, 0.54, 0.79, 1.69, 
11.1, 4.62, 2.34, 1.53, 1.22, 1.22, 0.94, 0.94, 0.79, 0.94, 0.94, 
1.37, 1.37, 1.37, 1.22, 1.22, 1.08, 0.94, 0.94, 0.94, 0.79, 0.44, 
0.44, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.54, 
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 
0.44, 0.44, 0.44, 0.44, 0.27, 0.35, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.1, 
0.12, 0.12, 0.1, 0.16, 0.16, 0.12, 0.16, 0.12, 0.16, 0.21, 0.16, 
0.12, 0.21, 0.27, 0.12, 0.12, 0.21, 0.16, 0.16, 0.16, 0.21, 0.21, 
0.27, 0.35, 0.35, 0.44, 0.44, 0.44, 0.44, 0.65, 1.08, 1.08, 1.08, 
1.08, 1.08, 1.08, 1.22, 0.94, 1.22, 1.08, 1.08, 1.08, 1.22, 1.22, 
1.37, 1.08, 1.08, 1.08, 1.08, 0.79, 0.79, 0.79, 0.79, 0.65, 0.44, 
0.27, 0.44, 0.44, 0.54, 0.79, 0.65, 1.22, 1.22, 1.69, 1.53, 1.53, 
1.53, 1.53, 1.53, 1.53, 0.44, 0.65, 0.65, 0.65, 0.79, 0.94, 0.94, 
0.94, 0.94, 1.22, 1.22, 1.37, 1.53, 1.53, 1.69, 1.84, 1.84, 1.84, 
1.84, 2, 2.17, 2.34, 2.51, 3.04, 3.62, 3.62, 3.82, 3.43, 3.62, 
4.01, 3.82, 3.24, 2.69, 3.04, 3.62, 4.21, 4.01, 4.83, 4.83, 5.27, 
5.05, 4.62, 4.83, 5.94, 6.63, 7.6, 6.4, 6.4, 6.4, 5.94, 6.17, 
5.49, 5.05, 4.83, 4.41, 4.01, 4.83, 5.94, 6.17, 6.63, 7.11, 5.72, 
4.41, 5.72, 6.63, 6.87, 7.85, 8.86, 8.86, 9.87, 11.1, 10.6, 10.4, 
10.6, 14, 11.4, 8.1, 7.36, 5.72, 5.27, 5.27, 5.72, 5.72, 6.63, 
7.11, 6.87, 6.4, 6.4, 5.94, 6.17, 5.72, 5.05, 5.05, 5.27, 5.49, 
5.05, 4.62, 4.41, 4.21, 4.62, 4.41, 4.41, 4.83, 4.41, 4.41, 4.01, 
4.21, 4.01, 4.21, 3.82, 3.62, 4.21, 3.62, 5.72, 5.27, 4.62, 4.01, 
3.43, 3.04, 3.24, 4.83, 4.41, 4.21, 3.82, 4.41, 3.82, 3.24, 3.24, 
3.24, 2.85, 2.69, 2.51, 2.34, 2.51, 4.62, 4.21, 3.62, 2.34, 2, 
3.43, 3.82, 3.04, 2.85, 2.85, 2.69, 2.85, 2, 2.17, 2.34, 2.34, 
2.17, 2, 1.84, 1.53, 0.65, 1.84, 1.69, 2.85, 4.01, 3.43, 2.69, 
2.51, 3.04, 2.85, 2.69, 2.34, 2.17, 2.17, 2, 1.69, 2, 2.17, 1.53, 
1.84, 1.69, 1.53, 1.37, 1.37, 1.37, 1.22, 1.08, 0.94, 0.79, 0.65, 
0.79, 0.79, 0.54, 0.54, 0.54, 0.44, 0.35, 0.27, 0.27, 0.54, 0.35, 
0.35, 1.22, 0.79, 0.65, 0.79, 0.65, 0.44, 0.65, 0.65, 1.37, 4.21, 
2.17, 1.53, 1.53, 1.53, 1.22, 1.08, 0.94, 1.08, 0.94, 1.22, 0.65, 
0.79, 0.44, 0.21, 0.35, 0.44, 0.35, 0.27, 0.44, 0.35, 0.27, 0.27, 
0.27, 0.27, 0.21, 0.27, 0.35, 0.35, 0.27, 0.44, 0.54, 0.44, 0.44, 
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.35, 0.35, 0.35, 0.44, 0.44, 
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 
0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.21, 0.21, 0.21, 0.21, 0.16, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.27, 0.35, 
0.16, 0.21, 0.27, 0.35, 0.35, 0.35, 0.42, 0.51, 0.51, 0.7, 0.81, 
0.81, 0.93, 1.18, 0.93, 0.51, 0.42, 0.51, 0.35, 0.35, 0.27, 0.42, 
0.51, 0.81, 0.93, 1.18, 1.32, 1.32, 1.32, 1.18, 1.05, 2.31, 2.13, 
1.32, 1.05, 1.32, 1.32, 1.32, 1.32, 1.47, 1.32, 1.47, 2.13, 2.31, 
2.49, 2.49, 2.31, 3.44, 4.06, 4.27, 4.27, 4.71, 5.18, 5.42, 5.66, 
6.63, 5.89, 6.13, 6.38, 6.13, 6.13, 6.13, 6.63, 7.11, 6.63, 5.89, 
5.42, 4.94, 5.18, 4.06, 3.85, 3.25, 3.85, 4.49, 5.89, 11.9, 15, 
8.1, 6.63, 6.13, 7.6, 7.36, 6.63, 5.89, 6.13, 6.13, 6.63, 7.11, 
8.86, 8.1, 6.63, 6.38, 6.63, 6.38, 6.13, 5.42, 4.71, 4.94, 5.18, 
5.89, 4.27, 3.85, 3.85, 4.27, 3.85, 3.85, 3.85, 4.06, 3.44, 3.05, 
2.86, 2.67, 2.67, 2.86, 2.67, 1.96, 1.8, 1.8, 1.47, 1.32, 1.47, 
1.8, 1.8, 1.96, 1.96, 1.8, 1.8, 1.63, 1.47, 1.32, 1.32, 1.8, 
1.63, 1.18, 1.18, 1.05, 0.93, 1.05, 1.18, 0.93, 0.93, 0.93, 1.32, 
1.47, 1.47, 0.6, 0.42, 0.51, 0.51, 0.42, 0.42, 0.51, 0.6, 0.81, 
0.81, 0.81, 0.93, 0.93, 0.81, 0.51, 0.51, 0.51, 0.42, 0.51, 0.6, 
0.51, 0.81, 0.93, 0.7, 0.51, 0.42, 0.81, 0.7, 0.81, 0.81, 0.7, 
0.81, 0.81, 0.7, 0.6, 0.6, 0.6, 0.7, 0.93, 0.81, 0.7, 0.7, 0.51, 
0.51, 0.51, 0.42, 0.42, 0.42, 0.51, 0.42, 0.35, 0.42, 0.51, 0.7, 
0.6, 0.81, 0.51, 0.7, 0.81, 0.81, 0.6, 0.6, 0.81, 0.7, 0.6, 0.6, 
0.6, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 
0.42, 0.42, 0.51, 0.42, 0.27, 0.42, 0.21, 0.27, 0.6, 0.51, 0.35, 
0.42, 0.42, 0.27, 0.27, 0.21, 0.16, 0.12, 0.1, 0.16, 0.12, 0.16, 
0.16, 0.21, 0.21, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 
0.21, 0.21, 0.27, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.21, 0.27, 0.27, 
0.27, 0.35, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 
0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.09, 0.09, 0.09, 
0.09, 0.09, 0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.16, 0.12, 0.12, 0.12, 
0.16, 0.35, 0.42, 0.35, 0.21, 0.16, 0.16, 0.35, 0.51, 0.81, 0.81, 
0.81, 0.93, 1.05, 1.05, 1.18, 1.63, 1.32, 3.05, 3.44, 4.06, 3.44, 
3.44, 2.31, 2.31, 2.49, 2.67, 1.96, 1.47, 1.63, 1.32, 1.18, 1.05, 
1.19, 0.93, 0.81, 0.81, 1.8, 1.96, 1.96, 2.31, 2.31, 2.31, 2.31, 
2.31, 2.67, 3.35, 4, 3.64, 3.64, 3.64, 3.85, 3.85, 3.44, 3.44, 
3.25, 3.44, 2.86, 2.86, 2.86, 2.86, 2.67, 2.31, 1.96, 1.8, 1.8, 
1.32, 1.32, 2.86, 1.47, 1.32, 1.32, 0.81, 1.05, 1.05, 1.47, 1.96, 
1.32, 1.05, 1.32, 2.49, 2.49, 2.49, 1.8, 1.8, 2.13, 2.49, 2.13, 
1.96, 1.96, 1.8, 1.63, 1.47, 1.47, 1.47, 1.32, 1.32, 1.32, 1.32, 
1.18, 1.63, 1.96, 1.96, 2.13, 1.96, 4.06, 2.49, 1.96, 1.05, 1.05, 
0.81, 0.93, 0.81, 9.36, 7.85, 6.13, 4.71, 3.85, 3.05, 2.49, 2.49, 
2.31, 2.67, 3.05, 6.38, 4.94, 3.25, 4.71, 4.27, 3.85, 3.25, 5.42, 
6.38, 4.49, 3.85, 3.44, 3.05, 2.86, 2.67, 2.49, 2.67, 2.86, 2.67, 
2.31, 1.96, 1.96, 2.13, 2.49, 9.12, 6.86, 4.94, 3.64, 3.85, 6.63, 
5.89, 4.06, 3.64, 3.44, 2.86, 2.67, 2.49, 2.13, 2.67, 2.13, 2.49, 
1.96, 2.13, 2.13, 2.13, 2.49, 1.18, 0.93, 0.93, 1.05, 1.18, 0.6, 
0.42, 0.51, 0.6, 0.6, 0.7, 0.6, 0.42, 0.42, 0.42, 0.6, 0.6, 0.6, 
0.51, 0.42, 0.27, 0.51, 0.93, 0.93, 0.81, 0.42, 0.42, 0.42, 0.35, 
0.42, 0.6, 0.6, 0.51, 0.51, 0.51, 0.42, 0.27, 0.42, 0.42, 0.51, 
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 
0.42, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 
0.27, 0.35, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 
0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 
0.21, 0.27, 0.33, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.35, 0.35, 0.35, 0.27, 0.21, 0.27, 0.35, 
0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 
0.6, 1.05, 0.81, 0.6, 0.51, 0.51, 0.7, 0.93, 0.6, 0.7, 1.32, 
1.63, 1.8, 2.31, 2.49, 2.86, 3.05, 8.1, 7.6, 3.85, 1.96, 1.05, 
0.81, 1.18, 0.7, 0.6, 0.93, 2.13, 3.85, 4.94, 4.94, 4.49, 4.49, 
5.42, 5.42, 5.18, 5.66, 5.42, 5.42, 4.71, 3.85, 3.85, 3.25, 2.67, 
2.67, 3.25, 3.64, 3.44, 3.05, 3.64, 3.85, 6.13, 6.38, 6.63, 7.11, 
5.89, 6.13, 4.71, 4.94, 5.42, 6.38, 6.63, 4.71, 3.05, 3.05, 4.49, 
4.27, 3.44, 3.44, 3.05, 3.85, 3.85, 2.67, 2.86, 2.67, 3.05, 3.05, 
3.85, 4.27, 2.86, 2.31, 2.49, 2.49, 1.96, 1.96, 2.49, 2.13, 2.31, 
1.8, 1.96, 2.13, 2.13, 2.31, 1.32, 1.18, 1.8, 2.86, 2.49, 2.86, 
2.49, 2.31, 1.96, 1.96, 1.47, 1.47, 1.63, 1.47, 1.8, 1.63, 1.63, 
1.18, 1.05, 0.93, 0.93, 0.81, 0.81, 0.81, 0.93, 0.81, 1.05, 1.05, 
0.93, 0.93, 0.6, 0.81, 0.6, 0.42, 0.35, 0.42, 0.42, 0.35, 0.42, 
0.42, NA, NA, 1.18, 0.7, 0.81, 0.81, 0.7, 0.6, 0.51, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.7, 0.7, 0.51, 0.42, 
0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.35, 0.27, 0.35, 
0.35, 0.42, 0.42, 0.6, 0.93, 0.81, 0.93, 7.6, 4.06, 7.11, 12.2, 
7.11, 5.89, 6.86, 11.6, 6.86, 4.94, 4.94, 4.71, 4.27, 3.25, 3.05, 
2.49, 2.49, 3.44, 3.25, 2.67, 2.67, 2.13, 1.96, 1.8, 1.63, 1.63, 
1.63, 1.47, 1.47, 1.47, 1.05, 1.18, 1.32, 1.18, 1.18, 1.05, 1.05, 
0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.81, 
0.81, 0.81, 0.81, 0.6, 0.7, 0.81, 0.81, 0.81, 0.81, 0.81, 0.81, 
0.81, 0.81, 0.81, 0.81, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.81, 1.05, 
0.93, 0.81, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, 0.6, 0.6, 0.51, 0.51, 
0.42, 0.48, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 
0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48, 0.48, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 0.4, 0.4, 0.4, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.56, 0.85, 0.65, 0.56, 
0.56, 0.5, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 
0.56, 0.65, 0.65, 0.65, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48, 
0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.4, 0.48, 0.4, 0.4, 
0.4, 0.32, 0.32, 0.4, 0.4, 0.4, 0.48, 0.48, 0.4, 0.48, 0.56, 
0.65, 0.56, 0.48, 0.48, 0.48, 0.56, 0.48, 0.48, 0.56, 0.74, 0.85, 
0.74, 0.65, 0.65, 0.65, 0.56, 0.56, 0.48, 0.4, 0.32, 0.56, 1.19, 
1.19, 1.07, 1.19, 0.96, 0.85, 0.85, 0.96, 0.96, 1.19, 1.45, 1.59, 
2.04, 3.33, 3.55, 5.9, 3.77, 3.77, 3.77, 2.92, 2.54, 2.54, 2.92, 
3.33, 2.54, 2.54, 2.54, 3.12, 3.99, 3.12, 3.33, 3.55, 3.99, 3.33, 
3.55, 3.33, 3.55, 3.33, 3.99, 4.45, 4.93, 4.45, 3.12, 2.73, 2.37, 
2.73, 2.54, 2.37, 2.2, 1.59, 1.45, 1.73, 2.04, 2.92, 4.93, 5.65, 
5.41, 5.65, 8.08, 5.17, 3.99, 3.55, 3.99, 4.22, 3.55, 4.22, 4.45, 
4.45, 5.17, 3.99, 3.55, 2.92, 3.12, 3.12, 2.92, 3.12, 2.73, 2.2, 
2.37, 2.37, 2.37, 2.2, 2.05, 2.54, 2.73, 2.2, 2.04, 1.73, 1.59, 
1.19, 1.19, 1.45, 1.45, 1.32, 1.45, 1.73, 1.73, 1.59, 1.88, 1.45, 
1.19, 1.19, 2.73, 1.45, 1.19, 1.19, 1.07, 0.85, 0.96, 0.96, 0.74, 
0.74, 0.74, 0.85, 0.96, 1.19, 1.19, 1.19, 1.19, 1.07, 1.07, 1.32, 
1.45, 0.85, 0.74, 0.65, 0.96, 1.59, 0.56, 0.4, 0.4, 0.48, 0.48, 
0.4, 0.4, 0.32, 0.48, 0.48, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25, 
0.48, 0.56, 0.4, 0.4, 0.48, 0.56, 0.56, 0.56, 0.48, 0.48, 0.56, 
0.65, 0.56, 0.56, 0.48, 0.56, 0.48, 0.4, 0.4, 0.56, 0.56, 0.65, 
0.85, 0.74, 0.74, 0.65, 0.65, 0.74, 0.74, 0.74, 0.74, 0.65, 0.74, 
0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.65, 0.56, 0.56, 
0.56, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 
0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25, 
0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.17, 0.17, 0.17, 0.17, 0.17, 
0.17, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.48, 
0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5, 
0.5, 0.6, 0.6, 0.6, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.7, 0.9, 0.9, 0.9, 0.9, 1.2, 
1.2, 1.2, 1.2, 1.2, 1.5, 1.5, 1.5, 1.5, 3.1, 4.9, 6.2, 6.8, 7.7, 
6.8, 5.5, 4.5, 3.1, 3.3, 4.9, 6.8, 7.1, 7.7, 7.1, 6.2, 5.5, 4.9, 
4.7, 4.9, 6, 6.5, 5.5, 4.5, 3.1, 3.1, 4, 4.5, 3.8, 3.8, 4, 5.2, 
4.5, 4.5, 4, 4, 4.9, 5.2, 5.7, 6.5, 5.5, 4.9, 5.5, 7.7, 8.3, 
8.6, 12.4, 10.5, 8.6, 8.9, 9.2, 12.1, 13, 7.7, 5.5, 4.9, 4.9, 
4.5, 5.2, 6.5, 7.1, 5.5, 5.5, 5.5, 5.7, 6.5, 5.7, 4.7, 3.6, 2.9, 
3.1, 4, 5.2, 5.5, 5.5, 5.2, 4.9, 4.5, 4.2, 4.5, 4.7, 4.5, 4, 
3.6, 2.9, 2.4, 2.7, 2.7, 4.2, 2.7, 2.7, 2.7, 2.5, 2.7, 2.5, 2.4, 
2.4, 2.2, 2.4, 2.2, 2.5, 2.5, 2.2, 2.4, 3.3, 2.5, 1.7, 1.7, 1.7, 
1.9, 1.9, 2, 2, 2, 1.7, 1.3, 1.3, 1.2, 1.2, 1.3, 1.2, 0.9, 0.7, 
0.7, 0.7, 0.7, 0.7, 0.7, 1, 0.7, 0.7, 0.5, 0.6, 2.4, 1.9, 1.9, 
1.7, 1.6, 2.2, 2.5, 1.7, 1.5, 1, 0.6, 0.7, 0.7, 0.6, 0.6, 0.5, 
0.7, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.6, 0.4, 0.4, 0.5, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.3, 0.3, 0.4, 0.3, 0.3, 0.4, 0.4, 0.3, 0.2, 0.3, 
0.3, 0.4, 0.3, 0.3, 0.3, 0.5, 0.5, 0.6, 0.5, 0.5, 0.5, 0.4, 0.5, 
0.7, 0.7, 0.6, 0.4, 0.3, 0.4, 0.4, 0.4, 0.5, 0.5, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 
0.4, 0.4, 0.4, 0.5, 0.7, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.6, 0.5, 
0.5, 0.5, 0.5, 0.5, 0.7, 0.6, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 
0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 
0.4, 0.4, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.9, 0.9, 0.9, 1, 1, 
1.1, 1, 1.1, 1.2, 1.1, 1.1, 1.2, 1.5, 1.1, 1, 0.6, 0.7, 1.1, 
1.2, 1.1, 1, 1, 1, 1.1, 1.2, 2, 2.4, 1.9, 2.4, 2.4, 3.3, 3.8, 
3.6, 3.1, 3.3, 4, 4.7, 4.5, 4.9, 4.7, 4.7, 4.5, 4.9, 5.5, 5.5, 
4.9, 4.9, 3.3, 3.8, 3.1, 6.4, 4, 2.7, 2.9, 3.3, 4, 4.5, 4.9, 
9.8, 5.5, 3.6, 3.1, 2.4, 4, 3.1, 3.3, 3.3, 4, 3.6, 3.6, 3.6, 
2.5, 2.4, 2.5, 2.2, 2, 2, 1.7, 2, 2.4, 2.2, 1.7, 1.5, 1.3, 1.7, 
1.7, 1.7, 1.5, 1.2, 1, 1, 1.5, 1.3, 0.9, 0.6, 0.7, 0.9, 1, 1, 
1.1, 0.9, 1, 1.1, 0.9, 1, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.7, 
0.9, 0.9, 0.7, 1, 0.9, 1, 1, 0.7, 0.7, 1, 1.1, 1.1, 1.1, 1.2, 
1, 0.7, 0.7, 0.9, 0.9, 1, 0.7, 0.7, 0.7, 0.9, 1, 0.9, 0.7, 0.7, 
0.7, 1, 1, 1.2, 1.3, 1, 1, 1, 1.2, 1, 0.7, 0.7, 0.7, 0.7, 0.6, 
0.7, 1.1, 1, 1, 1, 0.7, 0.6, 0.5, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 
0.6, 1, 1.3, 5.2, 14.4, 6, 3.1, 1.9, 1.5, 1.6, 2, 2.2, 1.9, 1.5, 
1.2, 1.1, 1.1, 1, 1.1, 0.9, 0.9, 0.9, 0.9, 0.3, 0.9, 0.7, 0.9, 
0.7, 0.7, 0.6, 0.6, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5, 
0.5, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.9, 1, 
0.7, 0.7, 0.6, 1.1, 0.7, 0.4, 1, 2, 0.1, 1.3, 1.6, 1.7, 1.5, 
1.5, 1.5, 1.2, 1, 0.7, 1.2, 2, 4.5, 7.7, 6, 4.5, 5.5, 6.8, 6, 
8.3, 7.7, 7.1, 5.5, 6, 5.5, 4.9, 4.5, 4.5, 3.6, 3.3, 2.7, 3.1, 
3.1, 2.7, 3.3, 6, 4.5, 4.5, 4.9, 3.1, 6, 6.5, 5.5, 5.2, 4.9, 
4, 4.5, 3.6, 3.1, 2.5, 2.7, 2.5, 3.6, 4, 6, 7.7, 8, 8, 7.1, 7.7, 
8.9, 7.1, 6.5, 4.9, 3.8, 4, 4.5, 4.9, 4.9, 4.9, 4.5, 4.9, 4.9, 
5.5, 4.5, 4.7, 5.7, 4, 3.6, 3.1, 3.1, 4.7, 3.1, 2.2, 1.7, 2, 
2.7, 3.1, 2.5, 2.5, 2.5, 2.4, 2.4, 2, 2, 2, 2, 2, 2, 1.7, 1.9, 
1.9, 1.6, 1.2, 1.3, 1.5, 1.3, 1.3, 1.3, 1.5, 1.2, 1.2, 1.2, 1, 
2, 1.2, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.6, 0.5, 0.6, 0.9, 0.7, 
0.9, 0.9, 0.9, 0.9, 0.7, 0.9, 0.9, 1.2, 1.3, 0.9, 0.7, 0.7, 0.5, 
0.5, 0.6, 0.5, 0.5, 0.4, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.6, 
0.6, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.5, 0.5, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.5, 0.6, 0.5, 0.5, 0.6, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.4, 0.6, 0.5, 0.6, 0.7, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.2, 0.3, 0.3, 0.3, 0.1, 1.8, 0.3, 0.2, 0.3, 0.3, 0.2, 0.2, 
0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, NA, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, NA, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.4, 0.5, 1.4, 1.3, 1, 
1, 1, 1, 1, 0.8, 1, 1.2, 1.2, 1.2, 1.2, 1.2, 1, 1, 1, 1, 1.3, 
NA, 1.2, 1.2, 1.5, 1.8, 1.8, 1.6, 1.6, 1.6, 1.5, 1.4, 1.4, 1.4, 
1.4, 1.4, 1.4, 1.4, 1.4, 1.3, 1.3, 1.4, 1.4, 1.4, 1.4, 1.4, 1.4, 
1.5, 1.6, 1.5, 1.4, NA, 1.4, 1.4, 1.5, 1.5, 1.5, 1.6, 1.6, 2.1, 
1.9, 1.9, 2.5, 2.3, 2.3, 2.5, 2.6, 2.6, 2.6, 2.9, 2.6, 2.9, 2.9, 
3.6, 4, 4.5, 5.9, 7, 6.2, 5.4, 7, 8.2, NA, 9.1, 8.5, 8.5, 7.6, 
8.2, 17.9, 12.3, 10.1, 9.1, 10.1, 10.1, 8.2, 7, 5.4, 5, 4, 4.5, 
5, 5.9, 6.47, 7, 8.2, 9.4, 8.8, 9.4, 13.1, 12.3, 11.6, 13.1, 
13.9, 10.8, 11.6, 10.1, 9.4, 10.1, 10.8, 10.1, 10.1, 10.1, 11.6, 
10.1, 7.6, 7, 7.6, 8.8, 10.1, 13.9, 7.6, 6.5, 5.94, 5.9, 7, 6.5, 
7, 7, 7.6, 5.9, 7, 6.2, 5.4, 5.4, 5.4, 5.9, 5.4, 5.2, 5.2, 4, 
2.9, 3.2, 3.2, 3.2, 2.5, 2.9, 3.2, 5, 7, 3.6, 2.9, 3.2, 2.9, 
2.9, 2.9, 3.6, 4, 3.6, 3.2, 2.2, 1.9, 1.9, 1.6, 1.6, NA, 1.6, 
1.6, 1.9, 2.2, 2.2, 2.1, 1.9, 1.6, 1.6, 1.6, 1.8, 2.1, 1.9, 2.2, 
2.2, 1.6, 1.4, 1.4, 1.8, 1.4, 1.2, 1.2, 1.2, 1.6, 1.9, 1.5, 1.4, 
1.6, 1.6, NA, 1.8, 1.4, 1.4, 1.4, 1.6, 1.4, 1.5, 0.9, 0.9, 1.2, 
1.4, 1.2, 1.2, 0.9, 1.2, 1.4, 1.8, 1.2, 1.2, 0.9, 0.9, 0.9, 0.9, 
1.2, 1.3, 1.4, 1.6, 1.2, 0.4, 0.5, NA, 0.5, 0.2, 0.1, 0.2, 0.4, 
0.7, 0.9, 0.9, 0.9, 1.2, 1.2, 0.9, 0.5, 0.4, 0.5, 0.7, 0.7, 0.5, 
0.7, 0.5, 0.4, 0.5, 0.5, 0.5, 0.3, 0.4, 0.4, 0.4, 0.4, NA, 0.4, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.4, 0.4, 0.4, 0.4, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, NA, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 1, 0.9, 0.9, 1.2, 1.7, 2.2, 
3.3, 3.5, 3.7, 3.7, 3.7, 3.3, 2.5, 2.4, 2.2, 2.2, 2.7, 2.7, 2.4, 
2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 2.7, 2.7, 2.9, 3.1, 2.9, 2.9, 3.1, 
3.5, 2.9, 2.7, 2.7, 3.5, 2.7, 2.5, 2.1, 2.7, 2.9, 2.7, 2.9, 2.9, 
2.7, 2.5, 2.9, 2.9, 3.3, 3.3, 3.5, 2.9, 2.9, 2.9, 3.1, 3.3, 3.1, 
2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.7, 2.7, 
2.7, 2.5, 2.5, 10.8, 6.3, 3.9, 3.3, 3.1, 2.9, 2.9, 2.9, 2.9, 
2.9, 2.9, 2.7, 2.5, 2.1, 1.9, 1.9, 1.9, 2.1, 1.8, 1.9, 1.9, 1.7, 
1.4, 1.4, 1.3, 1.2, 1.3, 1.2, 1.4, 1.4, 1.1, 1.1, 1.5, 1.3, 1.1, 
0.8, 0.7, 0.7, 0.7, 0.7, 0.9, 0.9, 1.2, 1.3, 1.2, 0.9, 0.8, 0.7, 
0.7, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 
0.8, 1.2, 1.3, 0.9, 0.9, 3.9, 2.3, 1.7, 3.9, 3.3, 2.9, 2.4, 1.8, 
1.3, 1.2, 0.8, 0.7, 1.4, 1.7, 1.9, 1.8, 2.1, 1.8, 1.8, 1.7, 1.5, 
1.3, 1.4, 1.4, 1.4, 1.7, 1.5, 1.3, 1.2, 1.2, 1.2, 1.2, 1.1, 1.1, 
1.1, 0.9, 0.8, 0.9, 0.8, 0.8, 0.8, 0.8, 0.7, 0.7, 0.7, 0.6, 0.5, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2)), .Names = c("Year",
"Discharge"
), class = "data.frame", row.names = c(NA, -4017L)) 		 	   		  
	[[alternative HTML version deleted]]

arun

2012-Jul-10 15:55 UTC

head link

[R] estimation of NA by predict command

Hi Eliza,

I tried reading your dataset.? I am getting error messages.? Could you dput a
smaller dataset with NAs?

A.K.


structure(list(Year = structure(c(1L, 133L, 265L, 397L, 529L, 
661L, 793L, 925L, 1057L, 1189L, 1321L, 1453L, 1585L, 1717L, 1849L, 
1981L, 2113L, 2245L, 2377L, 2509L, 2641L, 2773L, 2905L, 3037L, 
3169L, 3301L, 3433L, 3565L, 3697L, 3820L, 3941L, 12L, 144L, 276L, 
408L, 540L, 672L, 804L, 936L, 1068L, 1200L, 1332L, 1464L, 1596L, 
1728L, 1860L, 1992L, 2124L, 2256L, 2388L, 2520L, 2652L, 2784L, 
2916L, 3048L, 3180L, 3312L, 3444L, 3576L, 23L, 155L, 287L, 419L, 
551L, 683L, 815L, 947L, 1079L, 1211L, 1343L, 1475L, 1607L, 1739L, 
1871L, 2003L, 2135L, 2267L, 2399L, 2531L, 2663L, 2795L, 2927L, 
3059L, 3191L, 3323L, 3455L, 3587L, 3710L, 3831L, 3952L, 34L, 
166L, 298L, 430L, 562L, 694L, 826L, 958L, 1090L, 1222L, 1354L, 
1486L, 1618L, 1750L, 1882L, 2014L, 2146L, 2278L, 2410L, 2542L, 
2674L, 2806L, 2938L, 3070L, 3202L, 3334L, 3466L, 3598L, 3721L, 
3842L, 45L, 177L, 309L, 441L, 573L, 705L, 837L, 969L, 1101L, 
1233L, 1365L, 1497L, 1629L, 1761L, 1893L, 2025L, 2157L, 2289L, 
2421L, 2553L, 2685L, 2817L, 2949L, 3081L, 3213L, 3345L, 3477L, 
3609L, 3732L, 3853L, 3963L, 56L, 188L, 320L, 452L, 584L, 716L, 
848L, 980L, 1112L, 1244L, 1376L, 1508L, 1640L, 1772L, 1904L, 
2036L, 2168L, 2300L, 2432L, 2564L, 2696L, 2828L, 2960L, 3092L, 
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1.53, 1.53, 1.53, 1.53, 0.44, 0.65, 0.65, 0.65, 0.79, 0.94, 0.94, 
0.94, 0.94, 1.22, 1.22, 1.37, 1.53, 1.53, 1.69, 1.84, 1.84, 1.84, 
1.84, 2, 2.17, 2.34, 2.51, 3.04, 3.62, 3.62, 3.82, 3.43, 3.62, 
4.01, 3.82, 3.24, 2.69, 3.04, 3.62, 4.21, 4.01, 4.83, 4.83, 5.27, 
5.05, 4.62, 4.83, 5.94, 6.63, 7.6, 6.4, 6.4, 6.4, 5.94, 6.17, 
5.49, 5.05, 4.83, 4.41, 4.01, 4.83, 5.94, 6.17, 6.63, 7.11, 5.72, 
4.41, 5.72, 6.63, 6.87, 7.85, 8.86, 8.86, 9.87, 11.1, 10.6, 10.4, 
10.6, 14, 11.4, 8.1, 7.36, 5.72, 5.27, 5.27, 5.72, 5.72, 6.63, 
7.11, 6.87, 6.4, 6.4, 5.94, 6.17, 5.72, 5.05, 5.05, 5.27, 5.49, 
5.05, 4.62, 4.41, 4.21, 4.62, 4.41, 4.41, 4.83, 4.41, 4.41, 4.01, 
4.21, 4.01, 4.21, 3.82, 3.62, 4.21, 3.62, 5.72, 5.27, 4.62, 4.01, 
3.43, 3.04, 3.24, 4.83, 4.41, 4.21, 3.82, 4.41, 3.82, 3.24, 3.24, 
3.24, 2.85, 2.69, 2.51, 2.34, 2.51, 4.62, 4.21, 3.62, 2.34, 2, 
3.43, 3.82, 3.04, 2.85, 2.85, 2.69, 2.85, 2, 2.17, 2.34, 2.34, 
2.17, 2, 1.84, 1.53, 0.65, 1.84, 1.69, 2.85, 4.01, 3.43, 2.69, 
2.51, 3.04, 2.85, 2.69, 2.34, 2.17, 2.17, 2, 1.69, 2, 2.17, 1.53, 
1.84, 1.69, 1.53, 1.37, 1.37, 1.37, 1.22, 1.08, 0.94, 0.79, 0.65, 
0.79, 0.79, 0.54, 0.54, 0.54, 0.44, 0.35, 0.27, 0.27, 0.54, 0.35, 
0.35, 1.22, 0.79, 0.65, 0.79, 0.65, 0.44, 0.65, 0.65, 1.37, 4.21, 
2.17, 1.53, 1.53, 1.53, 1.22, 1.08, 0.94, 1.08, 0.94, 1.22, 0.65, 
0.79, 0.44, 0.21, 0.35, 0.44, 0.35, 0.27, 0.44, 0.35, 0.27, 0.27, 
0.27, 0.27, 0.21, 0.27, 0.35, 0.35, 0.27, 0.44, 0.54, 0.44, 0.44, 
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.35, 0.35, 0.35, 0.44, 0.44, 
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 
0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.21, 0.21, 0.21, 0.21, 0.16, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.27, 0.35, 
0.16, 0.21, 0.27, 0.35, 0.35, 0.35, 0.42, 0.51, 0.51, 0.7, 0.81, 
0.81, 0.93, 1.18, 0.93, 0.51, 0.42, 0.51, 0.35, 0.35, 0.27, 0.42, 
0.51, 0.81, 0.93, 1.18, 1.32, 1.32, 1.32, 1.18, 1.05, 2.31, 2.13, 
1.32, 1.05, 1.32, 1.32, 1.32, 1.32, 1.47, 1.32, 1.47, 2.13, 2.31, 
2.49, 2.49, 2.31, 3.44, 4.06, 4.27, 4.27, 4.71, 5.18, 5.42, 5.66, 
6.63, 5.89, 6.13, 6.38, 6.13, 6.13, 6.13, 6.63, 7.11, 6.63, 5.89, 
5.42, 4.94, 5.18, 4.06, 3.85, 3.25, 3.85, 4.49, 5.89, 11.9, 15, 
8.1, 6.63, 6.13, 7.6, 7.36, 6.63, 5.89, 6.13, 6.13, 6.63, 7.11, 
8.86, 8.1, 6.63, 6.38, 6.63, 6.38, 6.13, 5.42, 4.71, 4.94, 5.18, 
5.89, 4.27, 3.85, 3.85, 4.27, 3.85, 3.85, 3.85, 4.06, 3.44, 3.05, 
2.86, 2.67, 2.67, 2.86, 2.67, 1.96, 1.8, 1.8, 1.47, 1.32, 1.47, 
1.8, 1.8, 1.96, 1.96, 1.8, 1.8, 1.63, 1.47, 1.32, 1.32, 1.8, 
1.63, 1.18, 1.18, 1.05, 0.93, 1.05, 1.18, 0.93, 0.93, 0.93, 1.32, 
1.47, 1.47, 0.6, 0.42, 0.51, 0.51, 0.42, 0.42, 0.51, 0.6, 0.81, 
0.81, 0.81, 0.93, 0.93, 0.81, 0.51, 0.51, 0.51, 0.42, 0.51, 0.6, 
0.51, 0.81, 0.93, 0.7, 0.51, 0.42, 0.81, 0.7, 0.81, 0.81, 0.7, 
0.81, 0.81, 0.7, 0.6, 0.6, 0.6, 0.7, 0.93, 0.81, 0.7, 0.7, 0.51, 
0.51, 0.51, 0.42, 0.42, 0.42, 0.51, 0.42, 0.35, 0.42, 0.51, 0.7, 
0.6, 0.81, 0.51, 0.7, 0.81, 0.81, 0.6, 0.6, 0.81, 0.7, 0.6, 0.6, 
0.6, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 
0.42, 0.42, 0.51, 0.42, 0.27, 0.42, 0.21, 0.27, 0.6, 0.51, 0.35, 
0.42, 0.42, 0.27, 0.27, 0.21, 0.16, 0.12, 0.1, 0.16, 0.12, 0.16, 
0.16, 0.21, 0.21, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 
0.21, 0.21, 0.27, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.21, 0.27, 0.27, 
0.27, 0.35, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 
0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.09, 0.09, 0.09, 
0.09, 0.09, 0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.16, 0.12, 0.12, 0.12, 
0.16, 0.35, 0.42, 0.35, 0.21, 0.16, 0.16, 0.35, 0.51, 0.81, 0.81, 
0.81, 0.93, 1.05, 1.05, 1.18, 1.63, 1.32, 3.05, 3.44, 4.06, 3.44, 
3.44, 2.31, 2.31, 2.49, 2.67, 1.96, 1.47, 1.63, 1.32, 1.18, 1.05, 
1.19, 0.93, 0.81, 0.81, 1.8, 1.96, 1.96, 2.31, 2.31, 2.31, 2.31, 
2.31, 2.67, 3.35, 4, 3.64, 3.64, 3.64, 3.85, 3.85, 3.44, 3.44, 
3.25, 3.44, 2.86, 2.86, 2.86, 2.86, 2.67, 2.31, 1.96, 1.8, 1.8, 
1.32, 1.32, 2.86, 1.47, 1.32, 1.32, 0.81, 1.05, 1.05, 1.47, 1.96, 
1.32, 1.05, 1.32, 2.49, 2.49, 2.49, 1.8, 1.8, 2.13, 2.49, 2.13, 
1.96, 1.96, 1.8, 1.63, 1.47, 1.47, 1.47, 1.32, 1.32, 1.32, 1.32, 
1.18, 1.63, 1.96, 1.96, 2.13, 1.96, 4.06, 2.49, 1.96, 1.05, 1.05, 
0.81, 0.93, 0.81, 9.36, 7.85, 6.13, 4.71, 3.85, 3.05, 2.49, 2.49, 
2.31, 2.67, 3.05, 6.38, 4.94, 3.25, 4.71, 4.27, 3.85, 3.25, 5.42, 
6.38, 4.49, 3.85, 3.44, 3.05, 2.86, 2.67, 2.49, 2.67, 2.86, 2.67, 
2.31, 1.96, 1.96, 2.13, 2.49, 9.12, 6.86, 4.94, 3.64, 3.85, 6.63, 
5.89, 4.06, 3.64, 3.44, 2.86, 2.67, 2.49, 2.13, 2.67, 2.13, 2.49, 
1.96, 2.13, 2.13, 2.13, 2.49, 1.18, 0.93, 0.93, 1.05, 1.18, 0.6, 
0.42, 0.51, 0.6, 0.6, 0.7, 0.6, 0.42, 0.42, 0.42, 0.6, 0.6, 0.6, 
0.51, 0.42, 0.27, 0.51, 0.93, 0.93, 0.81, 0.42, 0.42, 0.42, 0.35, 
0.42, 0.6, 0.6, 0.51, 0.51, 0.51, 0.42, 0.27, 0.42, 0.42, 0.51, 
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 
0.42, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 
0.27, 0.35, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 
0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 
0.21, 0.27, 0.33, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.35, 0.35, 0.35, 0.27, 0.21, 0.27, 0.35, 
0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 
0.6, 1.05, 0.81, 0.6, 0.51, 0.51, 0.7, 0.93, 0.6, 0.7, 1.32, 
1.63, 1.8, 2.31, 2.49, 2.86, 3.05, 8.1, 7.6, 3.85, 1.96, 1.05, 
0.81, 1.18, 0.7, 0.6, 0.93, 2.13, 3.85, 4.94, 4.94, 4.49, 4.49, 
5.42, 5.42, 5.18, 5.66, 5.42, 5.42, 4.71, 3.85, 3.85, 3.25, 2.67, 
2.67, 3.25, 3.64, 3.44, 3.05, 3.64, 3.85, 6.13, 6.38, 6.63, 7.11, 
5.89, 6.13, 4.71, 4.94, 5.42, 6.38, 6.63, 4.71, 3.05, 3.05, 4.49, 
4.27, 3.44, 3.44, 3.05, 3.85, 3.85, 2.67, 2.86, 2.67, 3.05, 3.05, 
3.85, 4.27, 2.86, 2.31, 2.49, 2.49, 1.96, 1.96, 2.49, 2.13, 2.31, 
1.8, 1.96, 2.13, 2.13, 2.31, 1.32, 1.18, 1.8, 2.86, 2.49, 2.86, 
2.49, 2.31, 1.96, 1.96, 1.47, 1.47, 1.63, 1.47, 1.8, 1.63, 1.63, 
1.18, 1.05, 0.93, 0.93, 0.81, 0.81, 0.81, 0.93, 0.81, 1.05, 1.05, 
0.93, 0.93, 0.6, 0.81, 0.6, 0.42, 0.35, 0.42, 0.42, 0.35, 0.42, 
0.42, NA, NA, 1.18, 0.7, 0.81, 0.81, 0.7, 0.6, 0.51, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.7, 0.7, 0.51, 0.42, 
0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.35, 0.27, 0.35, 
0.35, 0.42, 0.42, 0.6, 0.93, 0.81, 0.93, 7.6, 4.06, 7.11, 12.2, 
7.11, 5.89, 6.86, 11.6, 6.86, 4.94, 4.94, 4.71, 4.27, 3.25, 3.05, 
2.49, 2.49, 3.44, 3.25, 2.67, 2.67, 2.13, 1.96, 1.8, 1.63, 1.63, 
1.63, 1.47, 1.47, 1.47, 1.05, 1.18, 1.32, 1.18, 1.18, 1.05, 1.05, 
0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.81, 
0.81, 0.81, 0.81, 0.6, 0.7, 0.81, 0.81, 0.81, 0.81, 0.81, 0.81, 
0.81, 0.81, 0.81, 0.81, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.81, 1.05, 
0.93, 0.81, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, 0.6, 0.6, 0.51, 0.51, 
0.42, 0.48, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 
0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48, 0.48, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 0.4, 0.4, 0.4, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.56, 0.85, 0.65, 0.56, 
0.56, 0.5, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 
0.56, 0.65, 0.65, 0.65, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48, 
0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.4, 0.48, 0.4, 0.4, 
0.4, 0.32, 0.32, 0.4, 0.4, 0.4, 0.48, 0.48, 0.4, 0.48, 0.56, 
0.65, 0.56, 0.48, 0.48, 0.48, 0.56, 0.48, 0.48, 0.56, 0.74, 0.85, 
0.74, 0.65, 0.65, 0.65, 0.56, 0.56, 0.48, 0.4, 0.32, 0.56, 1.19, 
1.19, 1.07, 1.19, 0.96, 0.85, 0.85, 0.96, 0.96, 1.19, 1.45, 1.59, 
2.04, 3.33, 3.55, 5.9, 3.77, 3.77, 3.77, 2.92, 2.54, 2.54, 2.92, 
3.33, 2.54, 2.54, 2.54, 3.12, 3.99, 3.12, 3.33, 3.55, 3.99, 3.33, 
3.55, 3.33, 3.55, 3.33, 3.99, 4.45, 4.93, 4.45, 3.12, 2.73, 2.37, 
2.73, 2.54, 2.37, 2.2, 1.59, 1.45, 1.73, 2.04, 2.92, 4.93, 5.65, 
5.41, 5.65, 8.08, 5.17, 3.99, 3.55, 3.99, 4.22, 3.55, 4.22, 4.45, 
4.45, 5.17, 3.99, 3.55, 2.92, 3.12, 3.12, 2.92, 3.12, 2.73, 2.2, 
2.37, 2.37, 2.37, 2.2, 2.05, 2.54, 2.73, 2.2, 2.04, 1.73, 1.59, 
1.19, 1.19, 1.45, 1.45, 1.32, 1.45, 1.73, 1.73, 1.59, 1.88, 1.45, 
1.19, 1.19, 2.73, 1.45, 1.19, 1.19, 1.07, 0.85, 0.96, 0.96, 0.74, 
0.74, 0.74, 0.85, 0.96, 1.19, 1.19, 1.19, 1.19, 1.07, 1.07, 1.32, 
1.45, 0.85, 0.74, 0.65, 0.96, 1.59, 0.56, 0.4, 0.4, 0.48, 0.48, 
0.4, 0.4, 0.32, 0.48, 0.48, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25, 
0.48, 0.56, 0.4, 0.4, 0.48, 0.56, 0.56, 0.56, 0.48, 0.48, 0.56, 
0.65, 0.56, 0.56, 0.48, 0.56, 0.48, 0.4, 0.4, 0.56, 0.56, 0.65, 
0.85, 0.74, 0.74, 0.65, 0.65, 0.74, 0.74, 0.74, 0.74, 0.65, 0.74, 
0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.65, 0.56, 0.56, 
0.56, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 
0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25, 
0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.17, 0.17, 0.17, 0.17, 0.17, 
0.17, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.48, 
0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5, 
0.5, 0.6, 0.6, 0.6, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.7, 0.9, 0.9, 0.9, 0.9, 1.2, 
1.2, 1.2, 1.2, 1.2, 1.5, 1.5, 1.5, 1.5, 3.1, 4.9, 6.2, 6.8, 7.7, 
6.8, 5.5, 4.5, 3.1, 3.3, 4.9, 6.8, 7.1, 7.7, 7.1, 6.2, 5.5, 4.9, 
4.7, 4.9, 6, 6.5, 5.5, 4.5, 3.1, 3.1, 4, 4.5, 3.8, 3.8, 4, 5.2, 
4.5, 4.5, 4, 4, 4.9, 5.2, 5.7, 6.5, 5.5, 4.9, 5.5, 7.7, 8.3, 
8.6, 12.4, 10.5, 8.6, 8.9, 9.2, 12.1, 13, 7.7, 5.5, 4.9, 4.9, 
4.5, 5.2, 6.5, 7.1, 5.5, 5.5, 5.5, 5.7, 6.5, 5.7, 4.7, 3.6, 2.9, 
3.1, 4, 5.2, 5.5, 5.5, 5.2, 4.9, 4.5, 4.2, 4.5, 4.7, 4.5, 4, 
3.6, 2.9, 2.4, 2.7, 2.7, 4.2, 2.7, 2.7, 2.7, 2.5, 2.7, 2.5, 2.4, 
2.4, 2.2, 2.4, 2.2, 2.5, 2.5, 2.2, 2.4, 3.3, 2.5, 1.7, 1.7, 1.7, 
1.9, 1.9, 2, 2, 2, 1.7, 1.3, 1.3, 1.2, 1.2, 1.3, 1.2, 0.9, 0.7, 
0.7, 0.7, 0.7, 0.7, 0.7, 1, 0.7, 0.7, 0.5, 0.6, 2.4, 1.9, 1.9, 
1.7, 1.6, 2.2, 2.5, 1.7, 1.5, 1, 0.6, 0.7, 0.7, 0.6, 0.6, 0.5, 
0.7, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.6, 0.4, 0.4, 0.5, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.3, 0.3, 0.4, 0.3, 0.3, 0.4, 0.4, 0.3, 0.2, 0.3, 
0.3, 0.4, 0.3, 0.3, 0.3, 0.5, 0.5, 0.6, 0.5, 0.5, 0.5, 0.4, 0.5, 
0.7, 0.7, 0.6, 0.4, 0.3, 0.4, 0.4, 0.4, 0.5, 0.5, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 
0.4, 0.4, 0.4, 0.5, 0.7, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.6, 0.5, 
0.5, 0.5, 0.5, 0.5, 0.7, 0.6, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 
0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 
0.4, 0.4, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.9, 0.9, 0.9, 1, 1, 
1.1, 1, 1.1, 1.2, 1.1, 1.1, 1.2, 1.5, 1.1, 1, 0.6, 0.7, 1.1, 
1.2, 1.1, 1, 1, 1, 1.1, 1.2, 2, 2.4, 1.9, 2.4, 2.4, 3.3, 3.8, 
3.6, 3.1, 3.3, 4, 4.7, 4.5, 4.9, 4.7, 4.7, 4.5, 4.9, 5.5, 5.5, 
4.9, 4.9, 3.3, 3.8, 3.1, 6.4, 4, 2.7, 2.9, 3.3, 4, 4.5, 4.9, 
9.8, 5.5, 3.6, 3.1, 2.4, 4, 3.1, 3.3, 3.3, 4, 3.6, 3.6, 3.6, 
2.5, 2.4, 2.5, 2.2, 2, 2, 1.7, 2, 2.4, 2.2, 1.7, 1.5, 1.3, 1.7, 
1.7, 1.7, 1.5, 1.2, 1, 1, 1.5, 1.3, 0.9, 0.6, 0.7, 0.9, 1, 1, 
1.1, 0.9, 1, 1.1, 0.9, 1, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.7, 
0.9, 0.9, 0.7, 1, 0.9, 1, 1, 0.7, 0.7, 1, 1.1, 1.1, 1.1, 1.2, 
1, 0.7, 0.7, 0.9, 0.9, 1, 0.7, 0.7, 0.7, 0.9, 1, 0.9, 0.7, 0.7, 
0.7, 1, 1, 1.2, 1.3, 1, 1, 1, 1.2, 1, 0.7, 0.7, 0.7, 0.7, 0.6, 
0.7, 1.1, 1, 1, 1, 0.7, 0.6, 0.5, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 
0.6, 1, 1.3, 5.2, 14.4, 6, 3.1, 1.9, 1.5, 1.6, 2, 2.2, 1.9, 1.5, 
1.2, 1.1, 1.1, 1, 1.1, 0.9, 0.9, 0.9, 0.9, 0.3, 0.9, 0.7, 0.9, 
0.7, 0.7, 0.6, 0.6, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5, 
0.5, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.9, 1, 
0.7, 0.7, 0.6, 1.1, 0.7, 0.4, 1, 2, 0.1, 1.3, 1.6, 1.7, 1.5, 
1.5, 1.5, 1.2, 1, 0.7, 1.2, 2, 4.5, 7.7, 6, 4.5, 5.5, 6.8, 6, 
8.3, 7.7, 7.1, 5.5, 6, 5.5, 4.9, 4.5, 4.5, 3.6, 3.3, 2.7, 3.1, 
3.1, 2.7, 3.3, 6, 4.5, 4.5, 4.9, 3.1, 6, 6.5, 5.5, 5.2, 4.9, 
4, 4.5, 3.6, 3.1, 2.5, 2.7, 2.5, 3.6, 4, 6, 7.7, 8, 8, 7.1, 7.7, 
8.9, 7.1, 6.5, 4.9, 3.8, 4, 4.5, 4.9, 4.9, 4.9, 4.5, 4.9, 4.9, 
5.5, 4.5, 4.7, 5.7, 4, 3.6, 3.1, 3.1, 4.7, 3.1, 2.2, 1.7, 2, 
2.7, 3.1, 2.5, 2.5, 2.5, 2.4, 2.4, 2, 2, 2, 2, 2, 2, 1.7, 1.9, 
1.9, 1.6, 1.2, 1.3, 1.5, 1.3, 1.3, 1.3, 1.5, 1.2, 1.2, 1.2, 1, 
2, 1.2, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.6, 0.5, 0.6, 0.9, 0.7, 
0.9, 0.9, 0.9, 0.9, 0.7, 0.9, 0.9, 1.2, 1.3, 0.9, 0.7, 0.7, 0.5, 
0.5, 0.6, 0.5, 0.5, 0.4, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.6, 
0.6, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.5, 0.5, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.5, 0.6, 0.5, 0.5, 0.6, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.4, 0.6, 0.5, 0.6, 0.7, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.2, 0.3, 0.3, 0.3, 0.1, 1.8, 0.3, 0.2, 0.3, 0.3, 0.2, 0.2, 
0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, NA, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, NA, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.4, 0.5, 1.4, 1.3, 1, 
1, 1, 1, 1, 0.8, 1, 1.2, 1.2, 1.2, 1.2, 1.2, 1, 1, 1, 1, 1.3, 
NA, 1.2, 1.2, 1.5, 1.8, 1.8, 1.6, 1.6, 1.6, 1.5, 1.4, 1.4, 1.4, 
1.4, 1.4, 1.4, 1.4, 1.4, 1.3, 1.3, 1.4, 1.4, 1.4, 1.4, 1.4, 1.4, 
1.5, 1.6, 1.5, 1.4, NA, 1.4, 1.4, 1.5, 1.5, 1.5, 1.6, 1.6, 2.1, 
1.9, 1.9, 2.5, 2.3, 2.3, 2.5, 2.6, 2.6, 2.6, 2.9, 2.6, 2.9, 2.9, 
3.6, 4, 4.5, 5.9, 7, 6.2, 5.4, 7, 8.2, NA, 9.1, 8.5, 8.5, 7.6, 
8.2, 17.9, 12.3, 10.1, 9.1, 10.1, 10.1, 8.2, 7, 5.4, 5, 4, 4.5, 
5, 5.9, 6.47, 7, 8.2, 9.4, 8.8, 9.4, 13.1, 12.3, 11.6, 13.1, 
13.9, 10.8, 11.6, 10.1, 9.4, 10.1, 10.8, 10.1, 10.1, 10.1, 11.6, 
10.1, 7.6, 7, 7.6, 8.8, 10.1, 13.9, 7.6, 6.5, 5.94, 5.9, 7, 6.5, 
7, 7, 7.6, 5.9, 7, 6.2, 5.4, 5.4, 5.4, 5.9, 5.4, 5.2, 5.2, 4, 
2.9, 3.2, 3.2, 3.2, 2.5, 2.9, 3.2, 5, 7, 3.6, 2.9, 3.2, 2.9, 
2.9, 2.9, 3.6, 4, 3.6, 3.2, 2.2, 1.9, 1.9, 1.6, 1.6, NA, 1.6, 
1.6, 1.9, 2.2, 2.2, 2.1, 1.9, 1.6, 1.6, 1.6, 1.8, 2.1, 1.9, 2.2, 
2.2, 1.6, 1.4, 1.4, 1.8, 1.4, 1.2, 1.2, 1.2, 1.6, 1.9, 1.5, 1.4, 
1.6, 1.6, NA, 1.8, 1.4, 1.4, 1.4, 1.6, 1.4, 1.5, 0.9, 0.9, 1.2, 
1.4, 1.2, 1.2, 0.9, 1.2, 1.4, 1.8, 1.2, 1.2, 0.9, 0.9, 0.9, 0.9, 
1.2, 1.3, 1.4, 1.6, 1.2, 0.4, 0.5, NA, 0.5, 0.2, 0.1, 0.2, 0.4, 
0.7, 0.9, 0.9, 0.9, 1.2, 1.2, 0.9, 0.5, 0.4, 0.5, 0.7, 0.7, 0.5, 
0.7, 0.5, 0.4, 0.5, 0.5, 0.5, 0.3, 0.4, 0.4, 0.4, 0.4, NA, 0.4, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.4, 0.4, 0.4, 0.4, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, NA, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 1, 0.9, 0.9, 1.2, 1.7, 2.2, 
3.3, 3.5, 3.7, 3.7, 3.7, 3.3, 2.5, 2.4, 2.2, 2.2, 2.7, 2.7, 2.4, 
2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 2.7, 2.7, 2.9, 3.1, 2.9, 2.9, 3.1, 
3.5, 2.9, 2.7, 2.7, 3.5, 2.7, 2.5, 2.1, 2.7, 2.9, 2.7, 2.9, 2.9, 
2.7, 2.5, 2.9, 2.9, 3.3, 3.3, 3.5, 2.9, 2.9, 2.9, 3.1, 3.3, 3.1, 
2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.7, 2.7, 
2.7, 2.5, 2.5, 10.8, 6.3, 3.9, 3.3, 3.1, 2.9, 2.9, 2.9, 2.9, 
2.9, 2.9, 2.7, 2.5, 2.1, 1.9, 1.9, 1.9, 2.1, 1.8, 1.9, 1.9, 1.7, 
1.4, 1.4, 1.3, 1.2, 1.3, 1.2, 1.4, 1.4, 1.1, 1.1, 1.5, 1.3, 1.1, 
0.8, 0.7, 0.7, 0.7, 0.7, 0.9, 0.9, 1.2, 1.3, 1.2, 0.9, 0.8, 0.7, 
0.7, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 
0.8, 1.2, 1.3, 0.9, 0.9, 3.9, 2.3, 1.7, 3.9, 3.3, 2.9, 2.4, 1.8, 
1.3, 1.2, 0.8, 0.7, 1.4, 1.7, 1.9, 1.8, 2.1, 1.8, 1.8, 1.7, 1.5, 
1.3, 1.4, 1.4, 1.4, 1.7, 1.5, 1.3, 1.2, 1.2, 1.2, 1.2, 1.1, 1.1, 
1.1, 0.9, 0.8, 0.9, 0.8, 0.8, 0.8, 0.8, 0.7, 0.7, 0.7, 0.6, 0.5, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2)), .Names = c("Year",
"Discharge"
), class = "data.frame", row.names = c(NA, -4017L)) ??? ???  ??? ? 
??? ??? ?
??? [[alternative HTML version deleted]]


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arun

2012-Jul-10 18:31 UTC

head link

[R] estimation of NA by predict command

Hi Eliza,

One quick doubt.

If I understand your question, Isn't this the same we did previously?


dat1<-structure(list(Year = c(1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L, 1962L,
1962L), Discharge = c(0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.44, 0.44, 0.44, 0.44, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 0.27,
NA, NA, 0.16, 0.16, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08,
1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08,
1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, NA, 1.08, 1.08, 1.08,
1.08, 0.65, 0.65, 0.65, NA, 0.44, 0.44, 0.44)), .Names = c("Year",
"Discharge"), class = "data.frame", row.names = c(NA, -70L))

dat4<-data.frame(Year=rep(1962:1966,each=14),Discharge=dat1[,2])

lm4<-lm(Discharge~Year,dat4)
dat5<-data.frame(Year=dat4[,1])

#Here,

####################################
dat4$fit<-predict(lm4,newdata=dat5)

#######################################

dat4<-within(dat4,{Dischargenew<-ifelse(is.na(Discharge)==T,fit,Discharge)})
dat4new<-dat4[,c(1:2,4)]
tail(dat4new,10)

A.K.




----- Original Message -----
From: eliza botto <eliza_botto at hotmail.com>
To: r-help at r-project.org
Cc: 
Sent: Tuesday, July 10, 2012 11:29 AM
Subject: [R] estimation of NA by predict command


Dear arun and all R users,
I will first of all try to simply define my issue..
I have data in the following format
Year? ? ?  Discharge
dd/mm/yyyy? ?  x
..? ? ? ? ? ?  ?
?? ? ? ? ? ? ?
There are some NA values in the discharge which I would like to predict by using
?predict command?. I cant figure out the way to write the coding for that. Could
you please help me on that???
I have also ,written below, the exact dput of my file. 
Thnx in advance. 
> dput(eliza)structure(list(Year = structure(c(1L, 133L, 265L, 397L, 529L, 
661L, 793L, 925L, 1057L, 1189L, 1321L, 1453L, 1585L, 1717L, 1849L, 
1981L, 2113L, 2245L, 2377L, 2509L, 2641L, 2773L, 2905L, 3037L, 
3169L, 3301L, 3433L, 3565L, 3697L, 3820L, 3941L, 12L, 144L, 276L, 
408L, 540L, 672L, 804L, 936L, 1068L, 1200L, 1332L, 1464L, 1596L, 
1728L, 1860L, 1992L, 2124L, 2256L, 2388L, 2520L, 2652L, 2784L, 
2916L, 3048L, 3180L, 3312L, 3444L, 3576L, 23L, 155L, 287L, 419L, 
551L, 683L, 815L, 947L, 1079L, 1211L, 1343L, 1475L, 1607L, 1739L, 
1871L, 2003L, 2135L, 2267L, 2399L, 2531L, 2663L, 2795L, 2927L, 
3059L, 3191L, 3323L, 3455L, 3587L, 3710L, 3831L, 3952L, 34L, 
166L, 298L, 430L, 562L, 694L, 826L, 958L, 1090L, 1222L, 1354L, 
1486L, 1618L, 1750L, 1882L, 2014L, 2146L, 2278L, 2410L, 2542L, 
2674L, 2806L, 2938L, 3070L, 3202L, 3334L, 3466L, 3598L, 3721L, 
3842L, 45L, 177L, 309L, 441L, 573L, 705L, 837L, 969L, 1101L, 
1233L, 1365L, 1497L, 1629L, 1761L, 1893L, 2025L, 2157L, 2289L, 
2421L, 2553L, 2685L, 2817L, 2949L, 3081L, 3213L, 3345L, 3477L, 
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1.37, 1.08, 1.08, 1.08, 1.08, 0.79, 0.79, 0.79, 0.79, 0.65, 0.44, 
0.27, 0.44, 0.44, 0.54, 0.79, 0.65, 1.22, 1.22, 1.69, 1.53, 1.53, 
1.53, 1.53, 1.53, 1.53, 0.44, 0.65, 0.65, 0.65, 0.79, 0.94, 0.94, 
0.94, 0.94, 1.22, 1.22, 1.37, 1.53, 1.53, 1.69, 1.84, 1.84, 1.84, 
1.84, 2, 2.17, 2.34, 2.51, 3.04, 3.62, 3.62, 3.82, 3.43, 3.62, 
4.01, 3.82, 3.24, 2.69, 3.04, 3.62, 4.21, 4.01, 4.83, 4.83, 5.27, 
5.05, 4.62, 4.83, 5.94, 6.63, 7.6, 6.4, 6.4, 6.4, 5.94, 6.17, 
5.49, 5.05, 4.83, 4.41, 4.01, 4.83, 5.94, 6.17, 6.63, 7.11, 5.72, 
4.41, 5.72, 6.63, 6.87, 7.85, 8.86, 8.86, 9.87, 11.1, 10.6, 10.4, 
10.6, 14, 11.4, 8.1, 7.36, 5.72, 5.27, 5.27, 5.72, 5.72, 6.63, 
7.11, 6.87, 6.4, 6.4, 5.94, 6.17, 5.72, 5.05, 5.05, 5.27, 5.49, 
5.05, 4.62, 4.41, 4.21, 4.62, 4.41, 4.41, 4.83, 4.41, 4.41, 4.01, 
4.21, 4.01, 4.21, 3.82, 3.62, 4.21, 3.62, 5.72, 5.27, 4.62, 4.01, 
3.43, 3.04, 3.24, 4.83, 4.41, 4.21, 3.82, 4.41, 3.82, 3.24, 3.24, 
3.24, 2.85, 2.69, 2.51, 2.34, 2.51, 4.62, 4.21, 3.62, 2.34, 2, 
3.43, 3.82, 3.04, 2.85, 2.85, 2.69, 2.85, 2, 2.17, 2.34, 2.34, 
2.17, 2, 1.84, 1.53, 0.65, 1.84, 1.69, 2.85, 4.01, 3.43, 2.69, 
2.51, 3.04, 2.85, 2.69, 2.34, 2.17, 2.17, 2, 1.69, 2, 2.17, 1.53, 
1.84, 1.69, 1.53, 1.37, 1.37, 1.37, 1.22, 1.08, 0.94, 0.79, 0.65, 
0.79, 0.79, 0.54, 0.54, 0.54, 0.44, 0.35, 0.27, 0.27, 0.54, 0.35, 
0.35, 1.22, 0.79, 0.65, 0.79, 0.65, 0.44, 0.65, 0.65, 1.37, 4.21, 
2.17, 1.53, 1.53, 1.53, 1.22, 1.08, 0.94, 1.08, 0.94, 1.22, 0.65, 
0.79, 0.44, 0.21, 0.35, 0.44, 0.35, 0.27, 0.44, 0.35, 0.27, 0.27, 
0.27, 0.27, 0.21, 0.27, 0.35, 0.35, 0.27, 0.44, 0.54, 0.44, 0.44, 
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.35, 0.35, 0.35, 0.44, 0.44, 
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 
0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.21, 0.21, 0.21, 0.21, 0.16, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.27, 0.35, 
0.16, 0.21, 0.27, 0.35, 0.35, 0.35, 0.42, 0.51, 0.51, 0.7, 0.81, 
0.81, 0.93, 1.18, 0.93, 0.51, 0.42, 0.51, 0.35, 0.35, 0.27, 0.42, 
0.51, 0.81, 0.93, 1.18, 1.32, 1.32, 1.32, 1.18, 1.05, 2.31, 2.13, 
1.32, 1.05, 1.32, 1.32, 1.32, 1.32, 1.47, 1.32, 1.47, 2.13, 2.31, 
2.49, 2.49, 2.31, 3.44, 4.06, 4.27, 4.27, 4.71, 5.18, 5.42, 5.66, 
6.63, 5.89, 6.13, 6.38, 6.13, 6.13, 6.13, 6.63, 7.11, 6.63, 5.89, 
5.42, 4.94, 5.18, 4.06, 3.85, 3.25, 3.85, 4.49, 5.89, 11.9, 15, 
8.1, 6.63, 6.13, 7.6, 7.36, 6.63, 5.89, 6.13, 6.13, 6.63, 7.11, 
8.86, 8.1, 6.63, 6.38, 6.63, 6.38, 6.13, 5.42, 4.71, 4.94, 5.18, 
5.89, 4.27, 3.85, 3.85, 4.27, 3.85, 3.85, 3.85, 4.06, 3.44, 3.05, 
2.86, 2.67, 2.67, 2.86, 2.67, 1.96, 1.8, 1.8, 1.47, 1.32, 1.47, 
1.8, 1.8, 1.96, 1.96, 1.8, 1.8, 1.63, 1.47, 1.32, 1.32, 1.8, 
1.63, 1.18, 1.18, 1.05, 0.93, 1.05, 1.18, 0.93, 0.93, 0.93, 1.32, 
1.47, 1.47, 0.6, 0.42, 0.51, 0.51, 0.42, 0.42, 0.51, 0.6, 0.81, 
0.81, 0.81, 0.93, 0.93, 0.81, 0.51, 0.51, 0.51, 0.42, 0.51, 0.6, 
0.51, 0.81, 0.93, 0.7, 0.51, 0.42, 0.81, 0.7, 0.81, 0.81, 0.7, 
0.81, 0.81, 0.7, 0.6, 0.6, 0.6, 0.7, 0.93, 0.81, 0.7, 0.7, 0.51, 
0.51, 0.51, 0.42, 0.42, 0.42, 0.51, 0.42, 0.35, 0.42, 0.51, 0.7, 
0.6, 0.81, 0.51, 0.7, 0.81, 0.81, 0.6, 0.6, 0.81, 0.7, 0.6, 0.6, 
0.6, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 
0.42, 0.42, 0.51, 0.42, 0.27, 0.42, 0.21, 0.27, 0.6, 0.51, 0.35, 
0.42, 0.42, 0.27, 0.27, 0.21, 0.16, 0.12, 0.1, 0.16, 0.12, 0.16, 
0.16, 0.21, 0.21, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 
0.21, 0.21, 0.27, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.21, 0.27, 0.27, 
0.27, 0.35, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 
0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.09, 0.09, 0.09, 
0.09, 0.09, 0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.16, 0.12, 0.12, 0.12, 
0.16, 0.35, 0.42, 0.35, 0.21, 0.16, 0.16, 0.35, 0.51, 0.81, 0.81, 
0.81, 0.93, 1.05, 1.05, 1.18, 1.63, 1.32, 3.05, 3.44, 4.06, 3.44, 
3.44, 2.31, 2.31, 2.49, 2.67, 1.96, 1.47, 1.63, 1.32, 1.18, 1.05, 
1.19, 0.93, 0.81, 0.81, 1.8, 1.96, 1.96, 2.31, 2.31, 2.31, 2.31, 
2.31, 2.67, 3.35, 4, 3.64, 3.64, 3.64, 3.85, 3.85, 3.44, 3.44, 
3.25, 3.44, 2.86, 2.86, 2.86, 2.86, 2.67, 2.31, 1.96, 1.8, 1.8, 
1.32, 1.32, 2.86, 1.47, 1.32, 1.32, 0.81, 1.05, 1.05, 1.47, 1.96, 
1.32, 1.05, 1.32, 2.49, 2.49, 2.49, 1.8, 1.8, 2.13, 2.49, 2.13, 
1.96, 1.96, 1.8, 1.63, 1.47, 1.47, 1.47, 1.32, 1.32, 1.32, 1.32, 
1.18, 1.63, 1.96, 1.96, 2.13, 1.96, 4.06, 2.49, 1.96, 1.05, 1.05, 
0.81, 0.93, 0.81, 9.36, 7.85, 6.13, 4.71, 3.85, 3.05, 2.49, 2.49, 
2.31, 2.67, 3.05, 6.38, 4.94, 3.25, 4.71, 4.27, 3.85, 3.25, 5.42, 
6.38, 4.49, 3.85, 3.44, 3.05, 2.86, 2.67, 2.49, 2.67, 2.86, 2.67, 
2.31, 1.96, 1.96, 2.13, 2.49, 9.12, 6.86, 4.94, 3.64, 3.85, 6.63, 
5.89, 4.06, 3.64, 3.44, 2.86, 2.67, 2.49, 2.13, 2.67, 2.13, 2.49, 
1.96, 2.13, 2.13, 2.13, 2.49, 1.18, 0.93, 0.93, 1.05, 1.18, 0.6, 
0.42, 0.51, 0.6, 0.6, 0.7, 0.6, 0.42, 0.42, 0.42, 0.6, 0.6, 0.6, 
0.51, 0.42, 0.27, 0.51, 0.93, 0.93, 0.81, 0.42, 0.42, 0.42, 0.35, 
0.42, 0.6, 0.6, 0.51, 0.51, 0.51, 0.42, 0.27, 0.42, 0.42, 0.51, 
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 
0.42, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 
0.27, 0.35, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 
0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 
0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 
0.21, 0.27, 0.33, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 0.27, 0.27, 
0.27, 0.27, 0.27, 0.27, 0.35, 0.35, 0.35, 0.27, 0.21, 0.27, 0.35, 
0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 
0.6, 1.05, 0.81, 0.6, 0.51, 0.51, 0.7, 0.93, 0.6, 0.7, 1.32, 
1.63, 1.8, 2.31, 2.49, 2.86, 3.05, 8.1, 7.6, 3.85, 1.96, 1.05, 
0.81, 1.18, 0.7, 0.6, 0.93, 2.13, 3.85, 4.94, 4.94, 4.49, 4.49, 
5.42, 5.42, 5.18, 5.66, 5.42, 5.42, 4.71, 3.85, 3.85, 3.25, 2.67, 
2.67, 3.25, 3.64, 3.44, 3.05, 3.64, 3.85, 6.13, 6.38, 6.63, 7.11, 
5.89, 6.13, 4.71, 4.94, 5.42, 6.38, 6.63, 4.71, 3.05, 3.05, 4.49, 
4.27, 3.44, 3.44, 3.05, 3.85, 3.85, 2.67, 2.86, 2.67, 3.05, 3.05, 
3.85, 4.27, 2.86, 2.31, 2.49, 2.49, 1.96, 1.96, 2.49, 2.13, 2.31, 
1.8, 1.96, 2.13, 2.13, 2.31, 1.32, 1.18, 1.8, 2.86, 2.49, 2.86, 
2.49, 2.31, 1.96, 1.96, 1.47, 1.47, 1.63, 1.47, 1.8, 1.63, 1.63, 
1.18, 1.05, 0.93, 0.93, 0.81, 0.81, 0.81, 0.93, 0.81, 1.05, 1.05, 
0.93, 0.93, 0.6, 0.81, 0.6, 0.42, 0.35, 0.42, 0.42, 0.35, 0.42, 
0.42, NA, NA, 1.18, 0.7, 0.81, 0.81, 0.7, 0.6, 0.51, 0.42, 0.42, 
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.7, 0.7, 0.51, 0.42, 
0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.35, 0.27, 0.35, 
0.35, 0.42, 0.42, 0.6, 0.93, 0.81, 0.93, 7.6, 4.06, 7.11, 12.2, 
7.11, 5.89, 6.86, 11.6, 6.86, 4.94, 4.94, 4.71, 4.27, 3.25, 3.05, 
2.49, 2.49, 3.44, 3.25, 2.67, 2.67, 2.13, 1.96, 1.8, 1.63, 1.63, 
1.63, 1.47, 1.47, 1.47, 1.05, 1.18, 1.32, 1.18, 1.18, 1.05, 1.05, 
0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.81, 
0.81, 0.81, 0.81, 0.6, 0.7, 0.81, 0.81, 0.81, 0.81, 0.81, 0.81, 
0.81, 0.81, 0.81, 0.81, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.81, 1.05, 
0.93, 0.81, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, 0.6, 0.6, 0.51, 0.51, 
0.42, 0.48, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 
0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48, 0.48, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 0.4, 0.4, 0.4, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.56, 0.85, 0.65, 0.56, 
0.56, 0.5, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 
0.56, 0.65, 0.65, 0.65, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48, 
0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.4, 0.48, 0.4, 0.4, 
0.4, 0.32, 0.32, 0.4, 0.4, 0.4, 0.48, 0.48, 0.4, 0.48, 0.56, 
0.65, 0.56, 0.48, 0.48, 0.48, 0.56, 0.48, 0.48, 0.56, 0.74, 0.85, 
0.74, 0.65, 0.65, 0.65, 0.56, 0.56, 0.48, 0.4, 0.32, 0.56, 1.19, 
1.19, 1.07, 1.19, 0.96, 0.85, 0.85, 0.96, 0.96, 1.19, 1.45, 1.59, 
2.04, 3.33, 3.55, 5.9, 3.77, 3.77, 3.77, 2.92, 2.54, 2.54, 2.92, 
3.33, 2.54, 2.54, 2.54, 3.12, 3.99, 3.12, 3.33, 3.55, 3.99, 3.33, 
3.55, 3.33, 3.55, 3.33, 3.99, 4.45, 4.93, 4.45, 3.12, 2.73, 2.37, 
2.73, 2.54, 2.37, 2.2, 1.59, 1.45, 1.73, 2.04, 2.92, 4.93, 5.65, 
5.41, 5.65, 8.08, 5.17, 3.99, 3.55, 3.99, 4.22, 3.55, 4.22, 4.45, 
4.45, 5.17, 3.99, 3.55, 2.92, 3.12, 3.12, 2.92, 3.12, 2.73, 2.2, 
2.37, 2.37, 2.37, 2.2, 2.05, 2.54, 2.73, 2.2, 2.04, 1.73, 1.59, 
1.19, 1.19, 1.45, 1.45, 1.32, 1.45, 1.73, 1.73, 1.59, 1.88, 1.45, 
1.19, 1.19, 2.73, 1.45, 1.19, 1.19, 1.07, 0.85, 0.96, 0.96, 0.74, 
0.74, 0.74, 0.85, 0.96, 1.19, 1.19, 1.19, 1.19, 1.07, 1.07, 1.32, 
1.45, 0.85, 0.74, 0.65, 0.96, 1.59, 0.56, 0.4, 0.4, 0.48, 0.48, 
0.4, 0.4, 0.32, 0.48, 0.48, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25, 
0.48, 0.56, 0.4, 0.4, 0.48, 0.56, 0.56, 0.56, 0.48, 0.48, 0.56, 
0.65, 0.56, 0.56, 0.48, 0.56, 0.48, 0.4, 0.4, 0.56, 0.56, 0.65, 
0.85, 0.74, 0.74, 0.65, 0.65, 0.74, 0.74, 0.74, 0.74, 0.65, 0.74, 
0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.65, 0.56, 0.56, 
0.56, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 
0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25, 
0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.17, 0.17, 0.17, 0.17, 0.17, 
0.17, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.48, 
0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5, 
0.5, 0.6, 0.6, 0.6, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.7, 0.9, 0.9, 0.9, 0.9, 1.2, 
1.2, 1.2, 1.2, 1.2, 1.5, 1.5, 1.5, 1.5, 3.1, 4.9, 6.2, 6.8, 7.7, 
6.8, 5.5, 4.5, 3.1, 3.3, 4.9, 6.8, 7.1, 7.7, 7.1, 6.2, 5.5, 4.9, 
4.7, 4.9, 6, 6.5, 5.5, 4.5, 3.1, 3.1, 4, 4.5, 3.8, 3.8, 4, 5.2, 
4.5, 4.5, 4, 4, 4.9, 5.2, 5.7, 6.5, 5.5, 4.9, 5.5, 7.7, 8.3, 
8.6, 12.4, 10.5, 8.6, 8.9, 9.2, 12.1, 13, 7.7, 5.5, 4.9, 4.9, 
4.5, 5.2, 6.5, 7.1, 5.5, 5.5, 5.5, 5.7, 6.5, 5.7, 4.7, 3.6, 2.9, 
3.1, 4, 5.2, 5.5, 5.5, 5.2, 4.9, 4.5, 4.2, 4.5, 4.7, 4.5, 4, 
3.6, 2.9, 2.4, 2.7, 2.7, 4.2, 2.7, 2.7, 2.7, 2.5, 2.7, 2.5, 2.4, 
2.4, 2.2, 2.4, 2.2, 2.5, 2.5, 2.2, 2.4, 3.3, 2.5, 1.7, 1.7, 1.7, 
1.9, 1.9, 2, 2, 2, 1.7, 1.3, 1.3, 1.2, 1.2, 1.3, 1.2, 0.9, 0.7, 
0.7, 0.7, 0.7, 0.7, 0.7, 1, 0.7, 0.7, 0.5, 0.6, 2.4, 1.9, 1.9, 
1.7, 1.6, 2.2, 2.5, 1.7, 1.5, 1, 0.6, 0.7, 0.7, 0.6, 0.6, 0.5, 
0.7, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.6, 0.4, 0.4, 0.5, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.3, 0.3, 0.4, 0.3, 0.3, 0.4, 0.4, 0.3, 0.2, 0.3, 
0.3, 0.4, 0.3, 0.3, 0.3, 0.5, 0.5, 0.6, 0.5, 0.5, 0.5, 0.4, 0.5, 
0.7, 0.7, 0.6, 0.4, 0.3, 0.4, 0.4, 0.4, 0.5, 0.5, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 
0.4, 0.4, 0.4, 0.5, 0.7, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.6, 0.5, 
0.5, 0.5, 0.5, 0.5, 0.7, 0.6, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 
0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 
0.4, 0.4, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.9, 0.9, 0.9, 1, 1, 
1.1, 1, 1.1, 1.2, 1.1, 1.1, 1.2, 1.5, 1.1, 1, 0.6, 0.7, 1.1, 
1.2, 1.1, 1, 1, 1, 1.1, 1.2, 2, 2.4, 1.9, 2.4, 2.4, 3.3, 3.8, 
3.6, 3.1, 3.3, 4, 4.7, 4.5, 4.9, 4.7, 4.7, 4.5, 4.9, 5.5, 5.5, 
4.9, 4.9, 3.3, 3.8, 3.1, 6.4, 4, 2.7, 2.9, 3.3, 4, 4.5, 4.9, 
9.8, 5.5, 3.6, 3.1, 2.4, 4, 3.1, 3.3, 3.3, 4, 3.6, 3.6, 3.6, 
2.5, 2.4, 2.5, 2.2, 2, 2, 1.7, 2, 2.4, 2.2, 1.7, 1.5, 1.3, 1.7, 
1.7, 1.7, 1.5, 1.2, 1, 1, 1.5, 1.3, 0.9, 0.6, 0.7, 0.9, 1, 1, 
1.1, 0.9, 1, 1.1, 0.9, 1, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.7, 
0.9, 0.9, 0.7, 1, 0.9, 1, 1, 0.7, 0.7, 1, 1.1, 1.1, 1.1, 1.2, 
1, 0.7, 0.7, 0.9, 0.9, 1, 0.7, 0.7, 0.7, 0.9, 1, 0.9, 0.7, 0.7, 
0.7, 1, 1, 1.2, 1.3, 1, 1, 1, 1.2, 1, 0.7, 0.7, 0.7, 0.7, 0.6, 
0.7, 1.1, 1, 1, 1, 0.7, 0.6, 0.5, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 
0.6, 1, 1.3, 5.2, 14.4, 6, 3.1, 1.9, 1.5, 1.6, 2, 2.2, 1.9, 1.5, 
1.2, 1.1, 1.1, 1, 1.1, 0.9, 0.9, 0.9, 0.9, 0.3, 0.9, 0.7, 0.9, 
0.7, 0.7, 0.6, 0.6, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5, 
0.5, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.9, 1, 
0.7, 0.7, 0.6, 1.1, 0.7, 0.4, 1, 2, 0.1, 1.3, 1.6, 1.7, 1.5, 
1.5, 1.5, 1.2, 1, 0.7, 1.2, 2, 4.5, 7.7, 6, 4.5, 5.5, 6.8, 6, 
8.3, 7.7, 7.1, 5.5, 6, 5.5, 4.9, 4.5, 4.5, 3.6, 3.3, 2.7, 3.1, 
3.1, 2.7, 3.3, 6, 4.5, 4.5, 4.9, 3.1, 6, 6.5, 5.5, 5.2, 4.9, 
4, 4.5, 3.6, 3.1, 2.5, 2.7, 2.5, 3.6, 4, 6, 7.7, 8, 8, 7.1, 7.7, 
8.9, 7.1, 6.5, 4.9, 3.8, 4, 4.5, 4.9, 4.9, 4.9, 4.5, 4.9, 4.9, 
5.5, 4.5, 4.7, 5.7, 4, 3.6, 3.1, 3.1, 4.7, 3.1, 2.2, 1.7, 2, 
2.7, 3.1, 2.5, 2.5, 2.5, 2.4, 2.4, 2, 2, 2, 2, 2, 2, 1.7, 1.9, 
1.9, 1.6, 1.2, 1.3, 1.5, 1.3, 1.3, 1.3, 1.5, 1.2, 1.2, 1.2, 1, 
2, 1.2, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.6, 0.5, 0.6, 0.9, 0.7, 
0.9, 0.9, 0.9, 0.9, 0.7, 0.9, 0.9, 1.2, 1.3, 0.9, 0.7, 0.7, 0.5, 
0.5, 0.6, 0.5, 0.5, 0.4, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.6, 
0.6, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.5, 0.5, 0.4, 0.4, 0.4, 
0.4, 0.4, 0.5, 0.6, 0.5, 0.5, 0.6, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.4, 0.6, 0.5, 0.6, 0.7, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.2, 0.3, 0.3, 0.3, 0.1, 1.8, 0.3, 0.2, 0.3, 0.3, 0.2, 0.2, 
0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, NA, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, NA, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.4, 0.5, 1.4, 1.3, 1, 
1, 1, 1, 1, 0.8, 1, 1.2, 1.2, 1.2, 1.2, 1.2, 1, 1, 1, 1, 1.3, 
NA, 1.2, 1.2, 1.5, 1.8, 1.8, 1.6, 1.6, 1.6, 1.5, 1.4, 1.4, 1.4, 
1.4, 1.4, 1.4, 1.4, 1.4, 1.3, 1.3, 1.4, 1.4, 1.4, 1.4, 1.4, 1.4, 
1.5, 1.6, 1.5, 1.4, NA, 1.4, 1.4, 1.5, 1.5, 1.5, 1.6, 1.6, 2.1, 
1.9, 1.9, 2.5, 2.3, 2.3, 2.5, 2.6, 2.6, 2.6, 2.9, 2.6, 2.9, 2.9, 
3.6, 4, 4.5, 5.9, 7, 6.2, 5.4, 7, 8.2, NA, 9.1, 8.5, 8.5, 7.6, 
8.2, 17.9, 12.3, 10.1, 9.1, 10.1, 10.1, 8.2, 7, 5.4, 5, 4, 4.5, 
5, 5.9, 6.47, 7, 8.2, 9.4, 8.8, 9.4, 13.1, 12.3, 11.6, 13.1, 
13.9, 10.8, 11.6, 10.1, 9.4, 10.1, 10.8, 10.1, 10.1, 10.1, 11.6, 
10.1, 7.6, 7, 7.6, 8.8, 10.1, 13.9, 7.6, 6.5, 5.94, 5.9, 7, 6.5, 
7, 7, 7.6, 5.9, 7, 6.2, 5.4, 5.4, 5.4, 5.9, 5.4, 5.2, 5.2, 4, 
2.9, 3.2, 3.2, 3.2, 2.5, 2.9, 3.2, 5, 7, 3.6, 2.9, 3.2, 2.9, 
2.9, 2.9, 3.6, 4, 3.6, 3.2, 2.2, 1.9, 1.9, 1.6, 1.6, NA, 1.6, 
1.6, 1.9, 2.2, 2.2, 2.1, 1.9, 1.6, 1.6, 1.6, 1.8, 2.1, 1.9, 2.2, 
2.2, 1.6, 1.4, 1.4, 1.8, 1.4, 1.2, 1.2, 1.2, 1.6, 1.9, 1.5, 1.4, 
1.6, 1.6, NA, 1.8, 1.4, 1.4, 1.4, 1.6, 1.4, 1.5, 0.9, 0.9, 1.2, 
1.4, 1.2, 1.2, 0.9, 1.2, 1.4, 1.8, 1.2, 1.2, 0.9, 0.9, 0.9, 0.9, 
1.2, 1.3, 1.4, 1.6, 1.2, 0.4, 0.5, NA, 0.5, 0.2, 0.1, 0.2, 0.4, 
0.7, 0.9, 0.9, 0.9, 1.2, 1.2, 0.9, 0.5, 0.4, 0.5, 0.7, 0.7, 0.5, 
0.7, 0.5, 0.4, 0.5, 0.5, 0.5, 0.3, 0.4, 0.4, 0.4, 0.4, NA, 0.4, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.4, 0.4, 0.4, 0.4, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, NA, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 
0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 1, 0.9, 0.9, 1.2, 1.7, 2.2, 
3.3, 3.5, 3.7, 3.7, 3.7, 3.3, 2.5, 2.4, 2.2, 2.2, 2.7, 2.7, 2.4, 
2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 2.7, 2.7, 2.9, 3.1, 2.9, 2.9, 3.1, 
3.5, 2.9, 2.7, 2.7, 3.5, 2.7, 2.5, 2.1, 2.7, 2.9, 2.7, 2.9, 2.9, 
2.7, 2.5, 2.9, 2.9, 3.3, 3.3, 3.5, 2.9, 2.9, 2.9, 3.1, 3.3, 3.1, 
2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.7, 2.7, 
2.7, 2.5, 2.5, 10.8, 6.3, 3.9, 3.3, 3.1, 2.9, 2.9, 2.9, 2.9, 
2.9, 2.9, 2.7, 2.5, 2.1, 1.9, 1.9, 1.9, 2.1, 1.8, 1.9, 1.9, 1.7, 
1.4, 1.4, 1.3, 1.2, 1.3, 1.2, 1.4, 1.4, 1.1, 1.1, 1.5, 1.3, 1.1, 
0.8, 0.7, 0.7, 0.7, 0.7, 0.9, 0.9, 1.2, 1.3, 1.2, 0.9, 0.8, 0.7, 
0.7, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 
0.8, 1.2, 1.3, 0.9, 0.9, 3.9, 2.3, 1.7, 3.9, 3.3, 2.9, 2.4, 1.8, 
1.3, 1.2, 0.8, 0.7, 1.4, 1.7, 1.9, 1.8, 2.1, 1.8, 1.8, 1.7, 1.5, 
1.3, 1.4, 1.4, 1.4, 1.7, 1.5, 1.3, 1.2, 1.2, 1.2, 1.2, 1.1, 1.1, 
1.1, 0.9, 0.8, 0.9, 0.8, 0.8, 0.8, 0.8, 0.7, 0.7, 0.7, 0.6, 0.5, 
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 
0.2, 0.2, 0.2, 0.2, 0.2, 0.2)), .Names = c("Year",
"Discharge"
), class = "data.frame", row.names = c(NA, -4017L)) ??? ???  ??? ? 
??? ??? ?
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