Wordle Letter Analysis

words.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "import httpx\n",
    "import string"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "wordlist_url=\"https://gist.githubusercontent.com/cfreshman/a03ef2cba789d8cf00c08f767e0fad7b/raw/5d752e5f0702da315298a6bb5a771586d6ff445c/wordle-answers-alphabetical.txt\"\n",
    "req = httpx.get(wordlist_url)\n",
    "wordlist = req.text.split(\"\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "ranks = {l: 0 for l in string.ascii_lowercase}\n",
    "for word in wordlist:\n",
    "    for letter in list(word):\n",
    "        ranks[letter] += 1\n",
    "ranks = {k: v for k, v in sorted(ranks.items(), key=lambda item: item[1], reverse=True)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'e': 1233,\n",
       " 'a': 979,\n",
       " 'r': 899,\n",
       " 'o': 754,\n",
       " 't': 729,\n",
       " 'l': 719,\n",
       " 'i': 671,\n",
       " 's': 669,\n",
       " 'n': 575,\n",
       " 'c': 477,\n",
       " 'u': 467,\n",
       " 'y': 425,\n",
       " 'd': 393,\n",
       " 'h': 389,\n",
       " 'p': 367,\n",
       " 'm': 316,\n",
       " 'g': 311,\n",
       " 'b': 281,\n",
       " 'f': 230,\n",
       " 'k': 210,\n",
       " 'w': 195,\n",
       " 'v': 153,\n",
       " 'z': 40,\n",
       " 'x': 37,\n",
       " 'q': 29,\n",
       " 'j': 27}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ranks"
   ]
  }
 ],
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