¿De manera mantemática sugiere los intérvalos y las amplitudes de cada intervalo ¿Cuáles intérvalos genera? ¿cual es la amplitud de cada intérvalo?
#Se aplica la formula de Sturges para trabajar con los intervalos
1 + 3.3222* (log10(n))
## [1] 10.9666
#Se declaran los numeros de intervalos
nointervalos <- nclass.Sturges(datos)
nointervalos
## [1] 11
#Aqui se dividen los datos en intervalos
cut(datos, breaks = nointervalos)
## [1] (83.6,86.4] (75.5,78.2] (70,72.7] (89.1,91.8] (89.1,91.8] (83.6,86.4]
## [7] (97.3,100] (86.4,89.1] (91.8,94.5] (91.8,94.5] (97.3,100] (86.4,89.1]
## [13] (72.7,75.5] (70,72.7] (80.9,83.6] (72.7,75.5] (91.8,94.5] (91.8,94.5]
## [19] (86.4,89.1] (70,72.7] (91.8,94.5] (97.3,100] (72.7,75.5] (70,72.7]
## [25] (97.3,100] (80.9,83.6] (70,72.7] (86.4,89.1] (80.9,83.6] (94.5,97.3]
## [31] (83.6,86.4] (86.4,89.1] (97.3,100] (78.2,80.9] (72.7,75.5] (83.6,86.4]
## [37] (94.5,97.3] (83.6,86.4] (70,72.7] (86.4,89.1] (91.8,94.5] (94.5,97.3]
## [43] (89.1,91.8] (94.5,97.3] (86.4,89.1] (72.7,75.5] (97.3,100] (83.6,86.4]
## [49] (89.1,91.8] (80.9,83.6] (83.6,86.4] (89.1,91.8] (70,72.7] (78.2,80.9]
## [55] (78.2,80.9] (89.1,91.8] (72.7,75.5] (91.8,94.5] (83.6,86.4] (70,72.7]
## [61] (94.5,97.3] (94.5,97.3] (86.4,89.1] (70,72.7] (80.9,83.6] (75.5,78.2]
## [67] (89.1,91.8] (78.2,80.9] (70,72.7] (83.6,86.4] (75.5,78.2] (94.5,97.3]
## [73] (89.1,91.8] (75.5,78.2] (72.7,75.5] (91.8,94.5] (83.6,86.4] (86.4,89.1]
## [79] (78.2,80.9] (80.9,83.6] (89.1,91.8] (72.7,75.5] (80.9,83.6] (83.6,86.4]
## [85] (86.4,89.1] (72.7,75.5] (70,72.7] (78.2,80.9] (83.6,86.4] (78.2,80.9]
## [91] (72.7,75.5] (78.2,80.9] (94.5,97.3] (70,72.7] (80.9,83.6] (94.5,97.3]
## [97] (86.4,89.1] (75.5,78.2] (80.9,83.6] (72.7,75.5] (83.6,86.4] (94.5,97.3]
## [103] (86.4,89.1] (83.6,86.4] (72.7,75.5] (83.6,86.4] (97.3,100] (86.4,89.1]
## [109] (89.1,91.8] (75.5,78.2] (83.6,86.4] (80.9,83.6] (70,72.7] (83.6,86.4]
## [115] (70,72.7] (70,72.7] (91.8,94.5] (86.4,89.1] (72.7,75.5] (80.9,83.6]
## [121] (97.3,100] (80.9,83.6] (83.6,86.4] (97.3,100] (72.7,75.5] (75.5,78.2]
## [127] (72.7,75.5] (91.8,94.5] (86.4,89.1] (70,72.7] (80.9,83.6] (91.8,94.5]
## [133] (75.5,78.2] (80.9,83.6] (89.1,91.8] (97.3,100] (91.8,94.5] (83.6,86.4]
## [139] (80.9,83.6] (70,72.7] (91.8,94.5] (86.4,89.1] (94.5,97.3] (86.4,89.1]
## [145] (91.8,94.5] (91.8,94.5] (91.8,94.5] (97.3,100] (70,72.7] (80.9,83.6]
## [151] (83.6,86.4] (70,72.7] (94.5,97.3] (91.8,94.5] (78.2,80.9] (78.2,80.9]
## [157] (94.5,97.3] (72.7,75.5] (91.8,94.5] (97.3,100] (83.6,86.4] (72.7,75.5]
## [163] (91.8,94.5] (94.5,97.3] (94.5,97.3] (80.9,83.6] (86.4,89.1] (86.4,89.1]
## [169] (94.5,97.3] (97.3,100] (75.5,78.2] (91.8,94.5] (94.5,97.3] (70,72.7]
## [175] (80.9,83.6] (80.9,83.6] (83.6,86.4] (97.3,100] (70,72.7] (91.8,94.5]
## [181] (72.7,75.5] (97.3,100] (78.2,80.9] (83.6,86.4] (75.5,78.2] (72.7,75.5]
## [187] (86.4,89.1] (80.9,83.6] (94.5,97.3] (94.5,97.3] (91.8,94.5] (70,72.7]
## [193] (72.7,75.5] (72.7,75.5] (78.2,80.9] (80.9,83.6] (70,72.7] (91.8,94.5]
## [199] (70,72.7] (89.1,91.8] (70,72.7] (80.9,83.6] (70,72.7] (80.9,83.6]
## [205] (94.5,97.3] (72.7,75.5] (94.5,97.3] (83.6,86.4] (97.3,100] (86.4,89.1]
## [211] (83.6,86.4] (70,72.7] (72.7,75.5] (94.5,97.3] (89.1,91.8] (97.3,100]
## [217] (70,72.7] (94.5,97.3] (70,72.7] (91.8,94.5] (78.2,80.9] (97.3,100]
## [223] (80.9,83.6] (80.9,83.6] (91.8,94.5] (86.4,89.1] (75.5,78.2] (97.3,100]
## [229] (72.7,75.5] (72.7,75.5] (70,72.7] (75.5,78.2] (70,72.7] (91.8,94.5]
## [235] (83.6,86.4] (83.6,86.4] (72.7,75.5] (75.5,78.2] (70,72.7] (72.7,75.5]
## [241] (75.5,78.2] (75.5,78.2] (72.7,75.5] (72.7,75.5] (97.3,100] (91.8,94.5]
## [247] (91.8,94.5] (72.7,75.5] (97.3,100] (86.4,89.1] (97.3,100] (70,72.7]
## [253] (97.3,100] (75.5,78.2] (91.8,94.5] (72.7,75.5] (91.8,94.5] (97.3,100]
## [259] (72.7,75.5] (75.5,78.2] (86.4,89.1] (89.1,91.8] (94.5,97.3] (70,72.7]
## [265] (80.9,83.6] (78.2,80.9] (97.3,100] (80.9,83.6] (72.7,75.5] (97.3,100]
## [271] (97.3,100] (78.2,80.9] (80.9,83.6] (70,72.7] (80.9,83.6] (70,72.7]
## [277] (86.4,89.1] (83.6,86.4] (80.9,83.6] (97.3,100] (72.7,75.5] (83.6,86.4]
## [283] (75.5,78.2] (72.7,75.5] (86.4,89.1] (75.5,78.2] (80.9,83.6] (89.1,91.8]
## [289] (97.3,100] (75.5,78.2] (83.6,86.4] (72.7,75.5] (86.4,89.1] (83.6,86.4]
## [295] (83.6,86.4] (91.8,94.5] (72.7,75.5] (83.6,86.4] (94.5,97.3] (86.4,89.1]
## [301] (83.6,86.4] (83.6,86.4] (72.7,75.5] (94.5,97.3] (91.8,94.5] (83.6,86.4]
## [307] (86.4,89.1] (78.2,80.9] (72.7,75.5] (91.8,94.5] (91.8,94.5] (80.9,83.6]
## [313] (70,72.7] (75.5,78.2] (78.2,80.9] (70,72.7] (70,72.7] (72.7,75.5]
## [319] (70,72.7] (72.7,75.5] (70,72.7] (78.2,80.9] (72.7,75.5] (89.1,91.8]
## [325] (72.7,75.5] (89.1,91.8] (86.4,89.1] (94.5,97.3] (86.4,89.1] (70,72.7]
## [331] (80.9,83.6] (91.8,94.5] (97.3,100] (75.5,78.2] (94.5,97.3] (86.4,89.1]
## [337] (72.7,75.5] (78.2,80.9] (78.2,80.9] (72.7,75.5] (70,72.7] (91.8,94.5]
## [343] (83.6,86.4] (78.2,80.9] (78.2,80.9] (97.3,100] (70,72.7] (86.4,89.1]
## [349] (91.8,94.5] (94.5,97.3] (94.5,97.3] (75.5,78.2] (72.7,75.5] (75.5,78.2]
## [355] (70,72.7] (80.9,83.6] (86.4,89.1] (75.5,78.2] (86.4,89.1] (97.3,100]
## [361] (91.8,94.5] (94.5,97.3] (94.5,97.3] (91.8,94.5] (70,72.7] (91.8,94.5]
## [367] (97.3,100] (75.5,78.2] (86.4,89.1] (80.9,83.6] (75.5,78.2] (83.6,86.4]
## [373] (83.6,86.4] (75.5,78.2] (86.4,89.1] (94.5,97.3] (72.7,75.5] (94.5,97.3]
## [379] (72.7,75.5] (91.8,94.5] (70,72.7] (72.7,75.5] (70,72.7] (97.3,100]
## [385] (91.8,94.5] (78.2,80.9] (78.2,80.9] (97.3,100] (91.8,94.5] (97.3,100]
## [391] (86.4,89.1] (97.3,100] (94.5,97.3] (83.6,86.4] (83.6,86.4] (97.3,100]
## [397] (86.4,89.1] (94.5,97.3] (80.9,83.6] (70,72.7] (91.8,94.5] (83.6,86.4]
## [403] (97.3,100] (78.2,80.9] (89.1,91.8] (89.1,91.8] (89.1,91.8] (94.5,97.3]
## [409] (83.6,86.4] (72.7,75.5] (80.9,83.6] (91.8,94.5] (97.3,100] (86.4,89.1]
## [415] (94.5,97.3] (75.5,78.2] (70,72.7] (83.6,86.4] (70,72.7] (91.8,94.5]
## [421] (80.9,83.6] (70,72.7] (78.2,80.9] (70,72.7] (80.9,83.6] (80.9,83.6]
## [427] (83.6,86.4] (91.8,94.5] (72.7,75.5] (94.5,97.3] (89.1,91.8] (78.2,80.9]
## [433] (75.5,78.2] (80.9,83.6] (86.4,89.1] (72.7,75.5] (89.1,91.8] (97.3,100]
## [439] (86.4,89.1] (80.9,83.6] (80.9,83.6] (75.5,78.2] (80.9,83.6] (83.6,86.4]
## [445] (89.1,91.8] (91.8,94.5] (89.1,91.8] (89.1,91.8] (75.5,78.2] (80.9,83.6]
## [451] (72.7,75.5] (78.2,80.9] (72.7,75.5] (94.5,97.3] (72.7,75.5] (75.5,78.2]
## [457] (80.9,83.6] (80.9,83.6] (94.5,97.3] (94.5,97.3] (89.1,91.8] (70,72.7]
## [463] (72.7,75.5] (83.6,86.4] (86.4,89.1] (91.8,94.5] (75.5,78.2] (94.5,97.3]
## [469] (70,72.7] (89.1,91.8] (86.4,89.1] (89.1,91.8] (91.8,94.5] (91.8,94.5]
## [475] (83.6,86.4] (89.1,91.8] (80.9,83.6] (72.7,75.5] (80.9,83.6] (70,72.7]
## [481] (72.7,75.5] (80.9,83.6] (97.3,100] (78.2,80.9] (83.6,86.4] (86.4,89.1]
## [487] (75.5,78.2] (80.9,83.6] (75.5,78.2] (75.5,78.2] (97.3,100] (80.9,83.6]
## [493] (83.6,86.4] (83.6,86.4] (97.3,100] (94.5,97.3] (70,72.7] (97.3,100]
## [499] (80.9,83.6] (80.9,83.6] (91.8,94.5] (78.2,80.9] (94.5,97.3] (91.8,94.5]
## [505] (91.8,94.5] (80.9,83.6] (91.8,94.5] (86.4,89.1] (94.5,97.3] (94.5,97.3]
## [511] (72.7,75.5] (86.4,89.1] (70,72.7] (75.5,78.2] (91.8,94.5] (78.2,80.9]
## [517] (91.8,94.5] (86.4,89.1] (83.6,86.4] (86.4,89.1] (86.4,89.1] (72.7,75.5]
## [523] (97.3,100] (80.9,83.6] (78.2,80.9] (94.5,97.3] (78.2,80.9] (86.4,89.1]
## [529] (86.4,89.1] (86.4,89.1] (80.9,83.6] (86.4,89.1] (83.6,86.4] (72.7,75.5]
## [535] (70,72.7] (75.5,78.2] (75.5,78.2] (78.2,80.9] (80.9,83.6] (75.5,78.2]
## [541] (86.4,89.1] (72.7,75.5] (97.3,100] (75.5,78.2] (91.8,94.5] (80.9,83.6]
## [547] (94.5,97.3] (78.2,80.9] (86.4,89.1] (72.7,75.5] (89.1,91.8] (94.5,97.3]
## [553] (97.3,100] (94.5,97.3] (78.2,80.9] (94.5,97.3] (83.6,86.4] (78.2,80.9]
## [559] (94.5,97.3] (91.8,94.5] (97.3,100] (70,72.7] (75.5,78.2] (89.1,91.8]
## [565] (97.3,100] (80.9,83.6] (89.1,91.8] (94.5,97.3] (83.6,86.4] (97.3,100]
## [571] (75.5,78.2] (72.7,75.5] (78.2,80.9] (86.4,89.1] (83.6,86.4] (89.1,91.8]
## [577] (80.9,83.6] (72.7,75.5] (78.2,80.9] (89.1,91.8] (97.3,100] (89.1,91.8]
## [583] (80.9,83.6] (97.3,100] (97.3,100] (80.9,83.6] (89.1,91.8] (80.9,83.6]
## [589] (97.3,100] (72.7,75.5] (78.2,80.9] (86.4,89.1] (89.1,91.8] (80.9,83.6]
## [595] (91.8,94.5] (75.5,78.2] (70,72.7] (78.2,80.9] (91.8,94.5] (83.6,86.4]
## [601] (94.5,97.3] (70,72.7] (70,72.7] (97.3,100] (86.4,89.1] (75.5,78.2]
## [607] (80.9,83.6] (70,72.7] (94.5,97.3] (70,72.7] (70,72.7] (72.7,75.5]
## [613] (75.5,78.2] (91.8,94.5] (89.1,91.8] (86.4,89.1] (86.4,89.1] (80.9,83.6]
## [619] (70,72.7] (72.7,75.5] (86.4,89.1] (83.6,86.4] (89.1,91.8] (80.9,83.6]
## [625] (94.5,97.3] (78.2,80.9] (89.1,91.8] (72.7,75.5] (91.8,94.5] (86.4,89.1]
## [631] (72.7,75.5] (70,72.7] (72.7,75.5] (94.5,97.3] (80.9,83.6] (91.8,94.5]
## [637] (94.5,97.3] (70,72.7] (89.1,91.8] (80.9,83.6] (97.3,100] (91.8,94.5]
## [643] (83.6,86.4] (80.9,83.6] (75.5,78.2] (94.5,97.3] (89.1,91.8] (80.9,83.6]
## [649] (75.5,78.2] (97.3,100] (89.1,91.8] (89.1,91.8] (91.8,94.5] (86.4,89.1]
## [655] (83.6,86.4] (91.8,94.5] (94.5,97.3] (89.1,91.8] (89.1,91.8] (97.3,100]
## [661] (78.2,80.9] (70,72.7] (91.8,94.5] (80.9,83.6] (70,72.7] (91.8,94.5]
## [667] (97.3,100] (80.9,83.6] (97.3,100] (89.1,91.8] (83.6,86.4] (83.6,86.4]
## [673] (80.9,83.6] (75.5,78.2] (91.8,94.5] (75.5,78.2] (86.4,89.1] (91.8,94.5]
## [679] (75.5,78.2] (75.5,78.2] (97.3,100] (94.5,97.3] (91.8,94.5] (72.7,75.5]
## [685] (86.4,89.1] (97.3,100] (97.3,100] (94.5,97.3] (94.5,97.3] (89.1,91.8]
## [691] (86.4,89.1] (91.8,94.5] (80.9,83.6] (78.2,80.9] (97.3,100] (70,72.7]
## [697] (86.4,89.1] (97.3,100] (83.6,86.4] (80.9,83.6] (94.5,97.3] (91.8,94.5]
## [703] (75.5,78.2] (83.6,86.4] (83.6,86.4] (80.9,83.6] (75.5,78.2] (94.5,97.3]
## [709] (75.5,78.2] (75.5,78.2] (72.7,75.5] (89.1,91.8] (86.4,89.1] (86.4,89.1]
## [715] (86.4,89.1] (86.4,89.1] (78.2,80.9] (94.5,97.3] (97.3,100] (80.9,83.6]
## [721] (80.9,83.6] (86.4,89.1] (97.3,100] (80.9,83.6] (94.5,97.3] (80.9,83.6]
## [727] (78.2,80.9] (80.9,83.6] (94.5,97.3] (83.6,86.4] (70,72.7] (94.5,97.3]
## [733] (86.4,89.1] (94.5,97.3] (72.7,75.5] (78.2,80.9] (75.5,78.2] (89.1,91.8]
## [739] (83.6,86.4] (97.3,100] (70,72.7] (70,72.7] (86.4,89.1] (89.1,91.8]
## [745] (94.5,97.3] (83.6,86.4] (75.5,78.2] (78.2,80.9] (80.9,83.6] (70,72.7]
## [751] (78.2,80.9] (94.5,97.3] (86.4,89.1] (83.6,86.4] (80.9,83.6] (94.5,97.3]
## [757] (75.5,78.2] (75.5,78.2] (94.5,97.3] (70,72.7] (94.5,97.3] (80.9,83.6]
## [763] (94.5,97.3] (72.7,75.5] (78.2,80.9] (94.5,97.3] (80.9,83.6] (70,72.7]
## [769] (86.4,89.1] (89.1,91.8] (94.5,97.3] (70,72.7] (94.5,97.3] (70,72.7]
## [775] (89.1,91.8] (91.8,94.5] (70,72.7] (91.8,94.5] (72.7,75.5] (86.4,89.1]
## [781] (86.4,89.1] (83.6,86.4] (83.6,86.4] (75.5,78.2] (97.3,100] (97.3,100]
## [787] (86.4,89.1] (91.8,94.5] (70,72.7] (75.5,78.2] (97.3,100] (83.6,86.4]
## [793] (78.2,80.9] (75.5,78.2] (89.1,91.8] (89.1,91.8] (72.7,75.5] (80.9,83.6]
## [799] (97.3,100] (78.2,80.9] (86.4,89.1] (75.5,78.2] (75.5,78.2] (72.7,75.5]
## [805] (70,72.7] (83.6,86.4] (97.3,100] (75.5,78.2] (89.1,91.8] (94.5,97.3]
## [811] (75.5,78.2] (94.5,97.3] (89.1,91.8] (75.5,78.2] (78.2,80.9] (97.3,100]
## [817] (94.5,97.3] (97.3,100] (80.9,83.6] (97.3,100] (75.5,78.2] (75.5,78.2]
## [823] (78.2,80.9] (97.3,100] (78.2,80.9] (86.4,89.1] (83.6,86.4] (70,72.7]
## [829] (97.3,100] (78.2,80.9] (86.4,89.1] (97.3,100] (70,72.7] (86.4,89.1]
## [835] (70,72.7] (86.4,89.1] (75.5,78.2] (78.2,80.9] (83.6,86.4] (94.5,97.3]
## [841] (94.5,97.3] (83.6,86.4] (97.3,100] (97.3,100] (78.2,80.9] (86.4,89.1]
## [847] (83.6,86.4] (75.5,78.2] (97.3,100] (70,72.7] (97.3,100] (94.5,97.3]
## [853] (75.5,78.2] (80.9,83.6] (70,72.7] (86.4,89.1] (94.5,97.3] (94.5,97.3]
## [859] (78.2,80.9] (97.3,100] (75.5,78.2] (83.6,86.4] (89.1,91.8] (80.9,83.6]
## [865] (91.8,94.5] (91.8,94.5] (91.8,94.5] (72.7,75.5] (75.5,78.2] (97.3,100]
## [871] (86.4,89.1] (80.9,83.6] (83.6,86.4] (86.4,89.1] (72.7,75.5] (97.3,100]
## [877] (80.9,83.6] (94.5,97.3] (97.3,100] (70,72.7] (86.4,89.1] (72.7,75.5]
## [883] (97.3,100] (70,72.7] (91.8,94.5] (86.4,89.1] (97.3,100] (83.6,86.4]
## [889] (83.6,86.4] (91.8,94.5] (83.6,86.4] (70,72.7] (86.4,89.1] (70,72.7]
## [895] (97.3,100] (80.9,83.6] (97.3,100] (91.8,94.5] (72.7,75.5] (75.5,78.2]
## [901] (97.3,100] (91.8,94.5] (70,72.7] (72.7,75.5] (75.5,78.2] (86.4,89.1]
## [907] (78.2,80.9] (89.1,91.8] (75.5,78.2] (72.7,75.5] (91.8,94.5] (83.6,86.4]
## [913] (75.5,78.2] (83.6,86.4] (78.2,80.9] (75.5,78.2] (91.8,94.5] (86.4,89.1]
## [919] (91.8,94.5] (97.3,100] (83.6,86.4] (70,72.7] (75.5,78.2] (70,72.7]
## [925] (70,72.7] (94.5,97.3] (70,72.7] (72.7,75.5] (97.3,100] (91.8,94.5]
## [931] (80.9,83.6] (91.8,94.5] (91.8,94.5] (94.5,97.3] (80.9,83.6] (78.2,80.9]
## [937] (83.6,86.4] (83.6,86.4] (97.3,100] (78.2,80.9] (80.9,83.6] (83.6,86.4]
## [943] (91.8,94.5] (89.1,91.8] (83.6,86.4] (72.7,75.5] (78.2,80.9] (94.5,97.3]
## [949] (94.5,97.3] (94.5,97.3] (75.5,78.2] (97.3,100] (89.1,91.8] (97.3,100]
## [955] (94.5,97.3] (75.5,78.2] (78.2,80.9] (86.4,89.1] (70,72.7] (70,72.7]
## [961] (91.8,94.5] (83.6,86.4] (72.7,75.5] (80.9,83.6] (89.1,91.8] (72.7,75.5]
## [967] (80.9,83.6] (94.5,97.3] (70,72.7] (70,72.7] (70,72.7] (78.2,80.9]
## [973] (75.5,78.2] (83.6,86.4] (94.5,97.3] (89.1,91.8] (94.5,97.3] (80.9,83.6]
## [979] (97.3,100] (94.5,97.3] (72.7,75.5] (72.7,75.5] (80.9,83.6] (80.9,83.6]
## [985] (70,72.7] (70,72.7] (91.8,94.5] (83.6,86.4] (70,72.7] (97.3,100]
## [991] (72.7,75.5] (86.4,89.1] (86.4,89.1] (78.2,80.9] (78.2,80.9] (91.8,94.5]
## [997] (86.4,89.1] (91.8,94.5] (80.9,83.6] (94.5,97.3]
## 11 Levels: (70,72.7] (72.7,75.5] (75.5,78.2] (78.2,80.9] ... (97.3,100]
#Se declara una tabla de intervalos con sus respectivas frecuencias
tabla.intervalos <- transform(table(cut(datos, breaks = nointervalos)))
tabla.intervalos
## Var1 Freq
## 1 (70,72.7] 105
## 2 (72.7,75.5] 91
## 3 (75.5,78.2] 85
## 4 (78.2,80.9] 68
## 5 (80.9,83.6] 103
## 6 (83.6,86.4] 92
## 7 (86.4,89.1] 98
## 8 (89.1,91.8] 63
## 9 (91.8,94.5] 95
## 10 (94.5,97.3] 100
## 11 (97.3,100] 100
#Aqui se muestra una grafica de pastel sobre la frecuencia de los intervalos
pie(tabla.intervalos$Freq, labels = paste(tabla.intervalos$Var1, " - ", tabla.intervalos$Freq), main = "¿De cuál intervalo hay más y menos elementos?")
