{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Performing bootstrap calculations {#sec-bootstrap}\n", "\n", "[Dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/bee_sperm.csv)\n", "\n", "
\\n\"+\n", " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", " \"
\\n\"+\n", " \"\\n\"+\n",
" \"from bokeh.resources import INLINE\\n\"+\n",
" \"output_notebook(resources=INLINE)\\n\"+\n",
" \"
\\n\"+\n",
" \"\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"
\\n\"+\n \"Specimen | Treatment | Environment | TreatmentNCSS | Sample ID | Colony | Cage | Sample | Sperm Volume per 500 ul | Quantity | ViabilityRaw (%) | Quality | Age (d) | Infertil | AliveSperm | Quantity Millions | Alive Sperm Millions | Dead Sperm Millions |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
i64 | str | str | i64 | str | i64 | i64 | i64 | i64 | i64 | f64 | f64 | i64 | i64 | i64 | f64 | f64 | f64 |
227 | "Control" | "Cage" | 1 | "C2-1-1" | 2 | 1 | 1 | 2150000 | 2150000 | 96.726381 | 96.726381 | 14 | 0 | 2079617 | 2.15 | 2.079617 | 0.070383 |
228 | "Control" | "Cage" | 1 | "C2-1-2" | 2 | 1 | 2 | 2287500 | 2287500 | 96.349808 | 96.349808 | 14 | 0 | 2204001 | 2.2875 | 2.204001 | 0.083499 |
229 | "Control" | "Cage" | 1 | "C2-1-3" | 2 | 1 | 3 | 87500 | 87500 | 98.75 | 98.75 | 14 | 0 | 86406 | 0.0875 | 0.086406 | 0.001094 |
230 | "Control" | "Cage" | 1 | "C2-1-4" | 2 | 1 | 4 | 1875000 | 1875000 | 93.287421 | 93.287421 | 14 | 0 | 1749139 | 1.875 | 1.749139 | 0.125861 |
231 | "Control" | "Cage" | 1 | "C2-1-5" | 2 | 1 | 5 | 1587500 | 1587500 | 97.792506 | 97.792506 | 14 | 0 | 1552456 | 1.5875 | 1.552456 | 0.035044 |