OBIJupyterHub/jupyterhub_volumes/course/data/Wolf_diet/R_stats.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7855cd6e-63d4-422c-9c42-1cb02be29702",
   "metadata": {},
   "outputs": [],
   "source": [
    "scores <- read.csv(\"wolf_paired_scores.csv\", header = TRUE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "27b28f13-8f6f-448a-9e82-acf3eeee42ca",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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dKe9sqfQCH5IGslAImNG+0x8+81n9YmpOLCy2nhy6sR0i40x5q6IX8k0PcuCSNX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\nHKslPcPqc50tesRk9CpQSEgeemfylreG1g55d5VZZ1r3xZyLaT1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ySp7LFOPnPjxt2xY4cvOx39g9VHXK7oPTvWvNov/CLm2Mk6wZlujg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      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 420,
       "width": 420
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(scores)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "0114755c-beb6-4c97-bd32-43e2888788ed",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "Plot with title “Histogram of scores$ali_length”"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 420,
       "width": 420
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hist(scores$ali_length)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "36a084e3-d084-4a14-9fcc-b4cabba0ef64",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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8f7V/tVjzSEo22zKgoAAJgfi3AP0q5sG5ctsy4EAACYH4sUkLZWl1b3VA9Vd1V3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\nAanqpurk8fH+1X7VIw3haNsGH+up47H2XWH7F2/w8QEAgDVYpIA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      "text/plain": [
       "Plot with title “Histogram of scores$score_norm”"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 420,
       "width": 420
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hist(scores$score_norm)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "58141d2c-b523-48db-8b82-80de70886406",
   "metadata": {},
   "outputs": [],
   "source": [
    "ratio <- read.csv(\"wolf_ratio.csv\",header = TRUE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "9f4db6ec-50d8-43de-9b73-cc535ad58596",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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BKQAAAAKgEJAACgEpAAAAAqAQkAAKASkAAAACoBCQAAoBKQAAAAqjVtF9CSPZNs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\nJEmSJEmSpHH1/0HnJrhjcxHOAAAAAElFTkSuQmCC",
      "text/plain": [
       "Plot with title “Histogram of log10(ratio$Mutant_Count/ratio$Origin_Count)”"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 420,
       "width": 420
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hist(log10(ratio$Mutant_Count/ratio$Origin_Count))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7d58de3d-ca00-4911-b966-06c2bfb0fc37",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "R",
   "language": "R",
   "name": "ir"
  },
  "language_info": {
   "codemirror_mode": "r",
   "file_extension": ".r",
   "mimetype": "text/x-r-source",
   "name": "R",
   "pygments_lexer": "r",
   "version": "4.1.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}