7653 lines
3.7 MiB
Plaintext
7653 lines
3.7 MiB
Plaintext
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
|
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"![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n",
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"<div class=\"alert alert-block alert-info\">\n",
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"<h1> Modelowanie Języka </h1>\n",
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"<h2> 2. <i>Język</i> [ćwiczenia]</h2> \n",
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"<h3> Jakub Pokrywka (2022)</h3>\n",
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"</div>\n",
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"\n",
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"![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"import random\n",
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"import plotly.express as px\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"import nltk"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"https://github.com/sdadas/polish-nlp-resources"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"program : program\n",
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"programs : program\n",
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"programmer : programm\n",
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"programming : program\n",
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"programmers : programm\n"
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]
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}
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],
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"source": [
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"ps = nltk.stem.PorterStemmer()\n",
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"\n",
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"for w in [\"program\", \"programs\", \"programmer\", \"programming\", \"programmers\"]:\n",
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" print(w, \" : \", ps.stem(w))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"[nltk_data] Downloading package punkt to /home/kuba/nltk_data...\n",
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"[nltk_data] Package punkt is already up-to-date!\n",
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"[nltk_data] Downloading package stopwords to /home/kuba/nltk_data...\n",
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"[nltk_data] Package stopwords is already up-to-date!\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"True"
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|
]
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||
|
},
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|
"execution_count": 4,
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"metadata": {},
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||
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"output_type": "execute_result"
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|
}
|
||
|
],
|
||
|
"source": [
|
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|
"nltk.download('punkt')\n",
|
||
|
"nltk.download('stopwords')"
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|
]
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|
},
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||
|
{
|
||
|
"cell_type": "code",
|
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|
"execution_count": 5,
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|
"metadata": {},
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"outputs": [
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|
{
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|
"data": {
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|
"text/plain": [
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"['Python',\n",
|
||
|
" 'is',\n",
|
||
|
" 'dynamically-typed',\n",
|
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|
" 'and',\n",
|
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|
" 'garbage-collected',\n",
|
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|
" '.',\n",
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|
" 'It',\n",
|
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|
" 'supports',\n",
|
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|
" 'multiple',\n",
|
||
|
" 'programming',\n",
|
||
|
" 'paradigms',\n",
|
||
|
" ',',\n",
|
||
|
" 'including',\n",
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||
|
" 'structured',\n",
|
||
|
" '(',\n",
|
||
|
" 'particularly',\n",
|
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|
" ',',\n",
|
||
|
" 'procedural',\n",
|
||
|
" ')',\n",
|
||
|
" ',',\n",
|
||
|
" 'object-oriented',\n",
|
||
|
" 'and',\n",
|
||
|
" 'functional',\n",
|
||
|
" 'programming',\n",
|
||
|
" '.',\n",
|
||
|
" 'It',\n",
|
||
|
" 'is',\n",
|
||
|
" 'often',\n",
|
||
|
" 'described',\n",
|
||
|
" 'as',\n",
|
||
|
" 'a',\n",
|
||
|
" '``',\n",
|
||
|
" 'batteries',\n",
|
||
|
" 'included',\n",
|
||
|
" \"''\",\n",
|
||
|
" 'language',\n",
|
||
|
" 'due',\n",
|
||
|
" 'to',\n",
|
||
|
" 'its',\n",
|
||
|
" 'comprehensive',\n",
|
||
|
" 'standard',\n",
|
||
|
" 'library',\n",
|
||
|
" '.']"
|
||
|
]
|
||
|
},
|
||
|
"execution_count": 5,
|
||
|
"metadata": {},
|
||
|
"output_type": "execute_result"
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|
}
|
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|
],
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|
"source": [
|
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|
"text = \"\"\"Python is dynamically-typed and garbage-collected. It supports multiple programming paradigms, including structured (particularly, procedural), object-oriented and functional programming. It is often described as a \"batteries included\" language due to its comprehensive standard library.\"\"\"\n",
|
||
|
"nltk.tokenize.word_tokenize(text)"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
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|
"execution_count": 6,
|
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|
"metadata": {},
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||
|
"outputs": [
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|
{
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||
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"data": {
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|
"text/plain": [
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|
"['Python is dynamically-typed and garbage-collected.',\n",
|
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|
" 'It supports multiple programming paradigms, including structured (particularly, procedural), object-oriented and functional programming.',\n",
|
||
|
" 'It is often described as a \"batteries included\" language due to its comprehensive standard library.']"
|
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|
]
|
||
|
},
|
||
|
"execution_count": 6,
|
||
|
"metadata": {},
|
||
|
"output_type": "execute_result"
|
||
|
}
|
||
|
],
|
||
|
"source": [
|
||
|
"nltk.tokenize.sent_tokenize(text)"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"execution_count": 7,
|
||
|
"metadata": {},
|
||
|
"outputs": [
|
||
|
{
|
||
|
"data": {
|
||
|
"text/plain": [
|
||
|
"['aber',\n",
|
||
|
" 'alle',\n",
|
||
|
" 'allem',\n",
|
||
|
" 'allen',\n",
|
||
|
" 'aller',\n",
|
||
|
" 'alles',\n",
|
||
|
" 'als',\n",
|
||
|
" 'also',\n",
|
||
|
" 'am',\n",
|
||
|
" 'an',\n",
|
||
|
" 'ander',\n",
|
||
|
" 'andere',\n",
|
||
|
" 'anderem',\n",
|
||
|
" 'anderen',\n",
|
||
|
" 'anderer',\n",
|
||
|
" 'anderes',\n",
|
||
|
" 'anderm',\n",
|
||
|
" 'andern',\n",
|
||
|
" 'anderr',\n",
|
||
|
" 'anders',\n",
|
||
|
" 'auch',\n",
|
||
|
" 'auf',\n",
|
||
|
" 'aus',\n",
|
||
|
" 'bei',\n",
|
||
|
" 'bin',\n",
|
||
|
" 'bis',\n",
|
||
|
" 'bist',\n",
|
||
|
" 'da',\n",
|
||
|
" 'damit',\n",
|
||
|
" 'dann',\n",
|
||
|
" 'der',\n",
|
||
|
" 'den',\n",
|
||
|
" 'des',\n",
|
||
|
" 'dem',\n",
|
||
|
" 'die',\n",
|
||
|
" 'das',\n",
|
||
|
" 'dass',\n",
|
||
|
" 'daß',\n",
|
||
|
" 'derselbe',\n",
|
||
|
" 'derselben',\n",
|
||
|
" 'denselben',\n",
|
||
|
" 'desselben',\n",
|
||
|
" 'demselben',\n",
|
||
|
" 'dieselbe',\n",
|
||
|
" 'dieselben',\n",
|
||
|
" 'dasselbe',\n",
|
||
|
" 'dazu',\n",
|
||
|
" 'dein',\n",
|
||
|
" 'deine',\n",
|
||
|
" 'deinem',\n",
|
||
|
" 'deinen',\n",
|
||
|
" 'deiner',\n",
|
||
|
" 'deines',\n",
|
||
|
" 'denn',\n",
|
||
|
" 'derer',\n",
|
||
|
" 'dessen',\n",
|
||
|
" 'dich',\n",
|
||
|
" 'dir',\n",
|
||
|
" 'du',\n",
|
||
|
" 'dies',\n",
|
||
|
" 'diese',\n",
|
||
|
" 'diesem',\n",
|
||
|
" 'diesen',\n",
|
||
|
" 'dieser',\n",
|
||
|
" 'dieses',\n",
|
||
|
" 'doch',\n",
|
||
|
" 'dort',\n",
|
||
|
" 'durch',\n",
|
||
|
" 'ein',\n",
|
||
|
" 'eine',\n",
|
||
|
" 'einem',\n",
|
||
|
" 'einen',\n",
|
||
|
" 'einer',\n",
|
||
|
" 'eines',\n",
|
||
|
" 'einig',\n",
|
||
|
" 'einige',\n",
|
||
|
" 'einigem',\n",
|
||
|
" 'einigen',\n",
|
||
|
" 'einiger',\n",
|
||
|
" 'einiges',\n",
|
||
|
" 'einmal',\n",
|
||
|
" 'er',\n",
|
||
|
" 'ihn',\n",
|
||
|
" 'ihm',\n",
|
||
|
" 'es',\n",
|
||
|
" 'etwas',\n",
|
||
|
" 'euer',\n",
|
||
|
" 'eure',\n",
|
||
|
" 'eurem',\n",
|
||
|
" 'euren',\n",
|
||
|
" 'eurer',\n",
|
||
|
" 'eures',\n",
|
||
|
" 'für',\n",
|
||
|
" 'gegen',\n",
|
||
|
" 'gewesen',\n",
|
||
|
" 'hab',\n",
|
||
|
" 'habe',\n",
|
||
|
" 'haben',\n",
|
||
|
" 'hat',\n",
|
||
|
" 'hatte',\n",
|
||
|
" 'hatten',\n",
|
||
|
" 'hier',\n",
|
||
|
" 'hin',\n",
|
||
|
" 'hinter',\n",
|
||
|
" 'ich',\n",
|
||
|
" 'mich',\n",
|
||
|
" 'mir',\n",
|
||
|
" 'ihr',\n",
|
||
|
" 'ihre',\n",
|
||
|
" 'ihrem',\n",
|
||
|
" 'ihren',\n",
|
||
|
" 'ihrer',\n",
|
||
|
" 'ihres',\n",
|
||
|
" 'euch',\n",
|
||
|
" 'im',\n",
|
||
|
" 'in',\n",
|
||
|
" 'indem',\n",
|
||
|
" 'ins',\n",
|
||
|
" 'ist',\n",
|
||
|
" 'jede',\n",
|
||
|
" 'jedem',\n",
|
||
|
" 'jeden',\n",
|
||
|
" 'jeder',\n",
|
||
|
" 'jedes',\n",
|
||
|
" 'jene',\n",
|
||
|
" 'jenem',\n",
|
||
|
" 'jenen',\n",
|
||
|
" 'jener',\n",
|
||
|
" 'jenes',\n",
|
||
|
" 'jetzt',\n",
|
||
|
" 'kann',\n",
|
||
|
" 'kein',\n",
|
||
|
" 'keine',\n",
|
||
|
" 'keinem',\n",
|
||
|
" 'keinen',\n",
|
||
|
" 'keiner',\n",
|
||
|
" 'keines',\n",
|
||
|
" 'können',\n",
|
||
|
" 'könnte',\n",
|
||
|
" 'machen',\n",
|
||
|
" 'man',\n",
|
||
|
" 'manche',\n",
|
||
|
" 'manchem',\n",
|
||
|
" 'manchen',\n",
|
||
|
" 'mancher',\n",
|
||
|
" 'manches',\n",
|
||
|
" 'mein',\n",
|
||
|
" 'meine',\n",
|
||
|
" 'meinem',\n",
|
||
|
" 'meinen',\n",
|
||
|
" 'meiner',\n",
|
||
|
" 'meines',\n",
|
||
|
" 'mit',\n",
|
||
|
" 'muss',\n",
|
||
|
" 'musste',\n",
|
||
|
" 'nach',\n",
|
||
|
" 'nicht',\n",
|
||
|
" 'nichts',\n",
|
||
|
" 'noch',\n",
|
||
|
" 'nun',\n",
|
||
|
" 'nur',\n",
|
||
|
" 'ob',\n",
|
||
|
" 'oder',\n",
|
||
|
" 'ohne',\n",
|
||
|
" 'sehr',\n",
|
||
|
" 'sein',\n",
|
||
|
" 'seine',\n",
|
||
|
" 'seinem',\n",
|
||
|
" 'seinen',\n",
|
||
|
" 'seiner',\n",
|
||
|
" 'seines',\n",
|
||
|
" 'selbst',\n",
|
||
|
" 'sich',\n",
|
||
|
" 'sie',\n",
|
||
|
" 'ihnen',\n",
|
||
|
" 'sind',\n",
|
||
|
" 'so',\n",
|
||
|
" 'solche',\n",
|
||
|
" 'solchem',\n",
|
||
|
" 'solchen',\n",
|
||
|
" 'solcher',\n",
|
||
|
" 'solches',\n",
|
||
|
" 'soll',\n",
|
||
|
" 'sollte',\n",
|
||
|
" 'sondern',\n",
|
||
|
" 'sonst',\n",
|
||
|
" 'über',\n",
|
||
|
" 'um',\n",
|
||
|
" 'und',\n",
|
||
|
" 'uns',\n",
|
||
|
" 'unsere',\n",
|
||
|
" 'unserem',\n",
|
||
|
" 'unseren',\n",
|
||
|
" 'unser',\n",
|
||
|
" 'unseres',\n",
|
||
|
" 'unter',\n",
|
||
|
" 'viel',\n",
|
||
|
" 'vom',\n",
|
||
|
" 'von',\n",
|
||
|
" 'vor',\n",
|
||
|
" 'während',\n",
|
||
|
" 'war',\n",
|
||
|
" 'waren',\n",
|
||
|
" 'warst',\n",
|
||
|
" 'was',\n",
|
||
|
" 'weg',\n",
|
||
|
" 'weil',\n",
|
||
|
" 'weiter',\n",
|
||
|
" 'welche',\n",
|
||
|
" 'welchem',\n",
|
||
|
" 'welchen',\n",
|
||
|
" 'welcher',\n",
|
||
|
" 'welches',\n",
|
||
|
" 'wenn',\n",
|
||
|
" 'werde',\n",
|
||
|
" 'werden',\n",
|
||
|
" 'wie',\n",
|
||
|
" 'wieder',\n",
|
||
|
" 'will',\n",
|
||
|
" 'wir',\n",
|
||
|
" 'wird',\n",
|
||
|
" 'wirst',\n",
|
||
|
" 'wo',\n",
|
||
|
" 'wollen',\n",
|
||
|
" 'wollte',\n",
|
||
|
" 'würde',\n",
|
||
|
" 'würden',\n",
|
||
|
" 'zu',\n",
|
||
|
" 'zum',\n",
|
||
|
" 'zur',\n",
|
||
|
" 'zwar',\n",
|
||
|
" 'zwischen']"
|
||
|
]
|
||
|
},
|
||
|
"execution_count": 7,
|
||
|
"metadata": {},
|
||
|
"output_type": "execute_result"
|
||
|
}
|
||
|
],
|
||
|
"source": [
|
||
|
"nltk.corpus.stopwords.words('german')"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"execution_count": 8,
|
||
|
"metadata": {},
|
||
|
"outputs": [
|
||
|
{
|
||
|
"name": "stdout",
|
||
|
"output_type": "stream",
|
||
|
"text": [
|
||
|
"[('Python', 'is'), ('is', 'dynamically-typed'), ('dynamically-typed', 'and'), ('and', 'garbage-collected'), ('garbage-collected', '.'), ('.', 'It'), ('It', 'supports'), ('supports', 'multiple'), ('multiple', 'programming'), ('programming', 'paradigms'), ('paradigms', ','), (',', 'including'), ('including', 'structured'), ('structured', '('), ('(', 'particularly'), ('particularly', ','), (',', 'procedural'), ('procedural', ')'), (')', ','), (',', 'object-oriented'), ('object-oriented', 'and'), ('and', 'functional'), ('functional', 'programming'), ('programming', '.'), ('.', 'It'), ('It', 'is'), ('is', 'often'), ('often', 'described'), ('described', 'as'), ('as', 'a'), ('a', '``'), ('``', 'batteries'), ('batteries', 'included'), ('included', \"''\"), (\"''\", 'language'), ('language', 'due'), ('due', 'to'), ('to', 'its'), ('its', 'comprehensive'), ('comprehensive', 'standard'), ('standard', 'library'), ('library', '.')]\n"
|
||
|
]
|
||
|
}
|
||
|
],
|
||
|
"source": [
|
||
|
"nltk_tokens = nltk.word_tokenize(text)\n",
|
||
|
"print(list(nltk.bigrams(nltk_tokens)))"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"execution_count": 9,
|
||
|
"metadata": {
|
||
|
"scrolled": true
|
||
|
},
|
||
|
"outputs": [
|
||
|
{
|
||
|
"data": {
|
||
|
"text/html": [
|
||
|
" <script type=\"text/javascript\">\n",
|
||
|
" window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
|
||
|
" if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
|
||
|
" if (typeof require !== 'undefined') {\n",
|
||
|
" require.undef(\"plotly\");\n",
|
||
|
" define('plotly', function(require, exports, module) {\n",
|
||
|
" /**\n",
|
||
|
"* plotly.js v2.4.2\n",
|
||
|
"* Copyright 2012-2021, Plotly, Inc.\n",
|
||
|
"* All rights reserved.\n",
|
||
|
"* Licensed under the MIT license\n",
|
||
|
"*/\n",
|
||
|
"!function(t){if(\"object\"==typeof exports&&\"undefined\"!=typeof module)module.exports=t();else if(\"function\"==typeof define&&define.amd)define([],t);else{(\"undefined\"!=typeof window?window:\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:this).Plotly=t()}}((function(){return function t(e,r,n){function i(o,s){if(!r[o]){if(!e[o]){var l=\"function\"==typeof require&&require;if(!s&&l)return l(o,!0);if(a)return a(o,!0);var c=new Error(\"Cannot find module '\"+o+\"'\");throw c.code=\"MODULE_NOT_FOUND\",c}var u=r[o]={exports:{}};e[o][0].call(u.exports,(function(t){return i(e[o][1][t]||t)}),u,u.exports,t,e,r,n)}return r[o].exports}for(var a=\"function\"==typeof require&&require,o=0;o<n.length;o++)i(n[o]);return i}({1:[function(t,e,r){\"use strict\";var n=t(\"../src/lib\"),i={\"X,X div\":'direction:ltr;font-family:\"Open Sans\",verdana,arial,sans-serif;margin:0;padding:0;',\"X input,X button\":'font-family:\"Open Sans\",verdana,arial,sans-serif;',\"X input:focus,X button:focus\":\"outline:none;\",\"X a\":\"text-decoration:none;\",\"X a:hover\":\"text-decoration:none;\",\"X .crisp\":\"shape-rendering:crispEdges;\",\"X .user-select-none\":\"-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;user-select:none;\",\"X svg\":\"overflow:hidden;\",\"X svg a\":\"fill:#447adb;\",\"X svg a:hover\":\"fill:#3c6dc5;\",\"X .main-svg\":\"position:absolute;top:0;left:0;pointer-events:none;\",\"X .main-svg .draglayer\":\"pointer-events:all;\",\"X .cursor-default\":\"cursor:default;\",\"X .cursor-pointer\":\"cursor:pointer;\",\"X .cursor-crosshair\":\"cursor:crosshair;\",\"X .cursor-move\":\"cursor:move;\",\"X .cursor-col-resize\":\"cursor:col-resize;\",\"X .cursor-row-resize\":\"cursor:row-resize;\",\"X .cursor-ns-resize\":\"cursor:ns-resize;\",\"X .cursor-ew-resize\":\"cursor:ew-resize;\",\"X .cursor-sw-resize\":\"cursor:sw-resize;\",\"X .cursor-s-resize\":\"cursor:s-resize;\",\"X .cursor-se-resize\":\"cursor:se-resize;\",\"X .cursor-w-resize\":\"cursor:w-resize;\",\"X .cursor-e-resize\":\"cursor:e-resize;\",\"X .cursor-nw-resize\":\"cursor:nw-resize;\",\"X .cursor-n-resize\":\"cursor:n-resize;\",\"X .cursor-ne-resize\":\"cursor:ne-resize;\",\"X .cursor-grab\":\"cursor:-webkit-grab;cursor:grab;\",\"X .modebar\":\"position:absolute;top:2px;right:2px;\",\"X .ease-bg\":\"-webkit-transition:background-color .3s ease 0s;-moz-transition:background-color .3s ease 0s;-ms-transition:background-color .3s ease 0s;-o-transition:background-color .3s ease 0s;transition:background-color .3s ease 0s;\",\"X .modebar--hover>:not(.watermark)\":\"opacity:0;-webkit-transition:opacity .3s ease 0s;-moz-transition:opacity .3s ease 0s;-ms-transition:opacity .3s ease 0s;-o-transition:opacity .3s ease 0s;transition:opacity .3s ease 0s;\",\"X:hover .modebar--hover .modebar-group\":\"opacity:1;\",\"X .modebar-group\":\"float:left;display:inline-block;box-sizing:border-box;padding-left:8px;position:relative;vertical-align:middle;white-space:nowrap;\",\"X .modebar-btn\":\"position:relative;font-size:16px;padding:3px 4px;height:22px;cursor:pointer;line-height:normal;box-sizing:border-box;\",\"X .modebar-btn svg\":\"position:relative;top:2px;\",\"X .modebar.vertical\":\"display:flex;flex-direction:column;flex-wrap:wrap;align-content:flex-end;max-height:100%;\",\"X .modebar.vertical svg\":\"top:-1px;\",\"X .modebar.vertical .modebar-group\":\"display:block;float:none;padding-left:0px;padding-bottom:8px;\",\"X .modebar.vertical .modebar-group .modebar-btn\":\"display:block;text-align:center;\",\"X [data-title]:before,X [data-title]:after\":\"position:absolute;-webkit-transform:translate3d(0, 0, 0);-moz-transform:translate3d(0, 0, 0);-ms-transform:translate3d(0, 0, 0);-o-transform:translate3d(0, 0, 0);transform:translate3d(0, 0, 0);display:none;opacity:0;z-index:1001;pointer-events:none;top:110%;right:50%;\",\"X [data-title]:hover:before,X [data-title]:hover:after\":\"display:block;opacity:1;\",\"X [data-title]:before\":'content:\"\";position:absolute;background:transparent;border:6px solid transparent;z-index:10
|
||
|
"/*!\n",
|
||
|
" * The buffer module from node.js, for the browser.\n",
|
||
|
" *\n",
|
||
|
" * @author Feross Aboukhadijeh <feross@feross.org> <http://feross.org>\n",
|
||
|
" * @license MIT\n",
|
||
|
" */function i(t,e){if(t===e)return 0;for(var r=t.length,n=e.length,i=0,a=Math.min(r,n);i<a;++i)if(t[i]!==e[i]){r=t[i],n=e[i];break}return r<n?-1:n<r?1:0}function a(t){return r.Buffer&&\"function\"==typeof r.Buffer.isBuffer?r.Buffer.isBuffer(t):!(null==t||!t._isBuffer)}var o=t(\"util/\"),s=Object.prototype.hasOwnProperty,l=Array.prototype.slice,c=\"foo\"===function(){}.name;function u(t){return Object.prototype.toString.call(t)}function f(t){return!a(t)&&(\"function\"==typeof r.ArrayBuffer&&(\"function\"==typeof ArrayBuffer.isView?ArrayBuffer.isView(t):!!t&&(t instanceof DataView||!!(t.buffer&&t.buffer instanceof ArrayBuffer))))}var h=e.exports=y,p=/\\s*function\\s+([^\\(\\s]*)\\s*/;function d(t){if(o.isFunction(t)){if(c)return t.name;var e=t.toString().match(p);return e&&e[1]}}function g(t,e){return\"string\"==typeof t?t.length<e?t:t.slice(0,e):t}function m(t){if(c||!o.isFunction(t))return o.inspect(t);var e=d(t);return\"[Function\"+(e?\": \"+e:\"\")+\"]\"}function v(t,e,r,n,i){throw new h.AssertionError({message:r,actual:t,expected:e,operator:n,stackStartFunction:i})}function y(t,e){t||v(t,!0,e,\"==\",h.ok)}function x(t,e,r,n){if(t===e)return!0;if(a(t)&&a(e))return 0===i(t,e);if(o.isDate(t)&&o.isDate(e))return t.getTime()===e.getTime();if(o.isRegExp(t)&&o.isRegExp(e))return t.source===e.source&&t.global===e.global&&t.multiline===e.multiline&&t.lastIndex===e.lastIndex&&t.ignoreCase===e.ignoreCase;if(null!==t&&\"object\"==typeof t||null!==e&&\"object\"==typeof e){if(f(t)&&f(e)&&u(t)===u(e)&&!(t instanceof Float32Array||t instanceof Float64Array))return 0===i(new Uint8Array(t.buffer),new Uint8Array(e.buffer));if(a(t)!==a(e))return!1;var s=(n=n||{actual:[],expected:[]}).actual.indexOf(t);return-1!==s&&s===n.expected.indexOf(e)||(n.actual.push(t),n.expected.push(e),function(t,e,r,n){if(null==t||null==e)return!1;if(o.isPrimitive(t)||o.isPrimitive(e))return t===e;if(r&&Object.getPrototypeOf(t)!==Object.getPrototypeOf(e))return!1;var i=b(t),a=b(e);if(i&&!a||!i&&a)return!1;if(i)return t=l.call(t),e=l.call(e),x(t,e,r);var s,c,u=T(t),f=T(e);if(u.length!==f.length)return!1;for(u.sort(),f.sort(),c=u.length-1;c>=0;c--)if(u[c]!==f[c])return!1;for(c=u.length-1;c>=0;c--)if(s=u[c],!x(t[s],e[s],r,n))return!1;return!0}(t,e,r,n))}return r?t===e:t==e}function b(t){return\"[object Arguments]\"==Object.prototype.toString.call(t)}function _(t,e){if(!t||!e)return!1;if(\"[object RegExp]\"==Object.prototype.toString.call(e))return e.test(t);try{if(t instanceof e)return!0}catch(t){}return!Error.isPrototypeOf(e)&&!0===e.call({},t)}function w(t,e,r,n){var i;if(\"function\"!=typeof e)throw new TypeError('\"block\" argument must be a function');\"string\"==typeof r&&(n=r,r=null),i=function(t){var e;try{t()}catch(t){e=t}return e}(e),n=(r&&r.name?\" (\"+r.name+\").\":\".\")+(n?\" \"+n:\".\"),t&&!i&&v(i,r,\"Missing expected exception\"+n);var a=\"string\"==typeof n,s=!t&&i&&!r;if((!t&&o.isError(i)&&a&&_(i,r)||s)&&v(i,r,\"Got unwanted exception\"+n),t&&i&&r&&!_(i,r)||!t&&i)throw i}h.AssertionError=function(t){this.name=\"AssertionError\",this.actual=t.actual,this.expected=t.expected,this.operator=t.operator,t.message?(this.message=t.message,this.generatedMessage=!1):(this.message=function(t){return g(m(t.actual),128)+\" \"+t.operator+\" \"+g(m(t.expected),128)}(this),this.generatedMessage=!0);var e=t.stackStartFunction||v;if(Error.captureStackTrace)Error.captureStackTrace(this,e);else{var r=new Error;if(r.stack){var n=r.stack,i=d(e),a=n.indexOf(\"\\n\"+i);if(a>=0){var o=n.indexOf(\"\\n\",a+1);n=n.substring(o+1)}this.stack=n}}},o.inherits(h.AssertionError,Error),h.fail=v,h.ok=y,h.equal=function(t,e,r){t!=e&&v(t,e,r,\"==\",h.equal)},h.notEqual=function(t,e,r){t==e&&v(t,e,r,\"!=\",h.notEqual)},h.deepEqual=function(t,e,r){x(t,e,!1)||v(t,e,r,\"deepEqual\",h.deepEqual)},h.deepStrictEqual=function(t,e,r){x(t,e,!0)||v(t,e,r,\"deepStrictEqual\",h.deepStrictEqual)},h.notDeepEqual=function(t,e,r){x(t,e,!1)&&v(t,e,r,\"notDeepEqual\",h.notDeepEqual)},h.notDeepStrictEqual=function t(e,r,n){x(e,r,!0)&&v(e,r,n,\"notDeepStrictEqual\",t)},h.strictEqual=function(t,e
|
||
|
"/*!\n",
|
||
|
" * The buffer module from node.js, for the browser.\n",
|
||
|
" *\n",
|
||
|
" * @author Feross Aboukhadijeh <https://feross.org>\n",
|
||
|
" * @license MIT\n",
|
||
|
" */\n",
|
||
|
"\"use strict\";var e=t(\"base64-js\"),n=t(\"ieee754\");r.Buffer=a,r.SlowBuffer=function(t){+t!=t&&(t=0);return a.alloc(+t)},r.INSPECT_MAX_BYTES=50;function i(t){if(t>2147483647)throw new RangeError('The value \"'+t+'\" is invalid for option \"size\"');var e=new Uint8Array(t);return e.__proto__=a.prototype,e}function a(t,e,r){if(\"number\"==typeof t){if(\"string\"==typeof e)throw new TypeError('The \"string\" argument must be of type string. Received type number');return l(t)}return o(t,e,r)}function o(t,e,r){if(\"string\"==typeof t)return function(t,e){\"string\"==typeof e&&\"\"!==e||(e=\"utf8\");if(!a.isEncoding(e))throw new TypeError(\"Unknown encoding: \"+e);var r=0|f(t,e),n=i(r),o=n.write(t,e);o!==r&&(n=n.slice(0,o));return n}(t,e);if(ArrayBuffer.isView(t))return c(t);if(null==t)throw TypeError(\"The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type \"+typeof t);if(B(t,ArrayBuffer)||t&&B(t.buffer,ArrayBuffer))return function(t,e,r){if(e<0||t.byteLength<e)throw new RangeError('\"offset\" is outside of buffer bounds');if(t.byteLength<e+(r||0))throw new RangeError('\"length\" is outside of buffer bounds');var n;n=void 0===e&&void 0===r?new Uint8Array(t):void 0===r?new Uint8Array(t,e):new Uint8Array(t,e,r);return n.__proto__=a.prototype,n}(t,e,r);if(\"number\"==typeof t)throw new TypeError('The \"value\" argument must not be of type number. Received type number');var n=t.valueOf&&t.valueOf();if(null!=n&&n!==t)return a.from(n,e,r);var o=function(t){if(a.isBuffer(t)){var e=0|u(t.length),r=i(e);return 0===r.length||t.copy(r,0,0,e),r}if(void 0!==t.length)return\"number\"!=typeof t.length||N(t.length)?i(0):c(t);if(\"Buffer\"===t.type&&Array.isArray(t.data))return c(t.data)}(t);if(o)return o;if(\"undefined\"!=typeof Symbol&&null!=Symbol.toPrimitive&&\"function\"==typeof t[Symbol.toPrimitive])return a.from(t[Symbol.toPrimitive](\"string\"),e,r);throw new TypeError(\"The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type \"+typeof t)}function s(t){if(\"number\"!=typeof t)throw new TypeError('\"size\" argument must be of type number');if(t<0)throw new RangeError('The value \"'+t+'\" is invalid for option \"size\"')}function l(t){return s(t),i(t<0?0:0|u(t))}function c(t){for(var e=t.length<0?0:0|u(t.length),r=i(e),n=0;n<e;n+=1)r[n]=255&t[n];return r}function u(t){if(t>=2147483647)throw new RangeError(\"Attempt to allocate Buffer larger than maximum size: 0x\"+2147483647..toString(16)+\" bytes\");return 0|t}function f(t,e){if(a.isBuffer(t))return t.length;if(ArrayBuffer.isView(t)||B(t,ArrayBuffer))return t.byteLength;if(\"string\"!=typeof t)throw new TypeError('The \"string\" argument must be one of type string, Buffer, or ArrayBuffer. Received type '+typeof t);var r=t.length,n=arguments.length>2&&!0===arguments[2];if(!n&&0===r)return 0;for(var i=!1;;)switch(e){case\"ascii\":case\"latin1\":case\"binary\":return r;case\"utf8\":case\"utf-8\":return D(t).length;case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return 2*r;case\"hex\":return r>>>1;case\"base64\":return R(t).length;default:if(i)return n?-1:D(t).length;e=(\"\"+e).toLowerCase(),i=!0}}function h(t,e,r){var n=!1;if((void 0===e||e<0)&&(e=0),e>this.length)return\"\";if((void 0===r||r>this.length)&&(r=this.length),r<=0)return\"\";if((r>>>=0)<=(e>>>=0))return\"\";for(t||(t=\"utf8\");;)switch(t){case\"hex\":return M(this,e,r);case\"utf8\":case\"utf-8\":return T(this,e,r);case\"ascii\":return k(this,e,r);case\"latin1\":case\"binary\":return A(this,e,r);case\"base64\":return w(this,e,r);case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return S(this,e,r);default:if(n)throw new TypeError(\"Unknown encoding: \"+t);t=(t+\"\").toLowerCase(),n=!0}}function p(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}function d(t,e,r,n,i){if(0===t.length)return-1;if(\"string\"==typeof r?(n=r,r=0):r>2147483647?r=2147483647:r<-2147483648&&(r=-2147483648),N(r=+r)&&(r=i?0:t.length-1),r<0&&(r=t.length+r),r>=t.length){if(i)return-1;r=t.length-1}else if(r<0){if(!i)return-1;r=0}i
|
||
|
"/*!\n",
|
||
|
" * Determine if an object is a Buffer\n",
|
||
|
" *\n",
|
||
|
" * @author Feross Aboukhadijeh <https://feross.org>\n",
|
||
|
" * @license MIT\n",
|
||
|
" */\n",
|
||
|
"e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],454:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],455:[function(t,e,r){\"use strict\";e.exports=a,e.exports.isMobile=a,e.exports.default=a;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?i.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],456:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],457:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],458:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],459:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],460:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],461:[function(t,e,r){!function(t,n){\"object\"==typeof r&&void 0!==e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,i){if(t)if(e){var a=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=i(o)).workerUrl=window.URL.createObjectURL(new Blob([a],{type:\"text/javascript\"}))}else e=i;else t=i}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,i,a,o;for(void 0===e&&(e=1e-6),i=t,o=0;o<8;o++){if(a=this.sampleCurveX(i)-t,Math.abs(a)<e)return i;var s=this.sampleCurveDerivativeX(i);if(Math.abs(s)<1e-6)break;i-=a/s}if((i=t)<(r=0))return r;if(i>(n=1))return n;for(;r<n;){if(a=this.sampleCurveX(i),Math.abs(a-t)<e)return i;t>a?r=i:n=i,i=.5*(n-r)+r}return i},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var i=a;function a(t,e){this.x=t,this.y=e}function o(t,e,n,i){var a=new r(t,e,n,i);return function(t){return a.solve(t)}}a.prototype={clone:function(){return new a(this.x,this.y)},add:function(t){return this.clone()._add(t)},sub:function(t){return this.clone()._sub(t)},multByPoint:function(t){return this.clone()._multByPoint(t)},divByPoint:function(t
|
||
|
"/*! Native Promise Only\n",
|
||
|
" v0.8.1 (c) Kyle Simpson\n",
|
||
|
" MIT License: http://getify.mit-license.org\n",
|
||
|
"*/\n",
|
||
|
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|
||
|
"/*\n",
|
||
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"object-assign\n",
|
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"(c) Sindre Sorhus\n",
|
||
|
"@license MIT\n",
|
||
|
"*/\n",
|
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"\"use strict\";var n=Object.getOwnPropertySymbols,i=Object.prototype.hasOwnProperty,a=Object.prototype.propertyIsEnumerable;function o(t){if(null==t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}e.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},r=0;r<10;r++)e[\"_\"+String.fromCharCode(r)]=r;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map((function(t){return e[t]})).join(\"\"))return!1;var n={};return\"abcdefghijklmnopqrst\".split(\"\").forEach((function(t){n[t]=t})),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},n)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var r,s,l=o(t),c=1;c<arguments.length;c++){for(var u in r=Object(arguments[c]))i.call(r,u)&&(l[u]=r[u]);if(n){s=n(r);for(var f=0;f<s.length;f++)a.call(r,s[f])&&(l[s[f]]=r[s[f]])}}return l}},{}],488:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i,a,o,s,l,c){var u=e+a+c;if(f>0){var f=Math.sqrt(u+1);t[0]=.5*(o-l)/f,t[1]=.5*(s-n)/f,t[2]=.5*(r-a)/f,t[3]=.5*f}else{var h=Math.max(e,a,c);f=Math.sqrt(2*h-u+1);e>=h?(t[0]=.5*f,t[1]=.5*(i+r)/f,t[2]=.5*(s+n)/f,t[3]=.5*(o-l)/f):a>=h?(t[0]=.5*(r+i)/f,t[1]=.5*f,t[2]=.5*(l+o)/f,t[3]=.5*(s-n)/f):(t[0]=.5*(n+s)/f,t[1]=.5*(o+l)/f,t[2]=.5*f,t[3]=.5*(r-i)/f)}return t}},{}],489:[function(t,e,r){\"use strict\";e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),u(r=[].slice.call(r,0,4),r);var i=new f(r,e,Math.log(n));i.setDistanceLimits(t.zoomMin,t.zoomMax),(\"eye\"in t||\"up\"in t)&&i.lookAt(0,t.eye,t.center,t.up);return i};var n=t(\"filtered-vector\"),i=t(\"gl-mat4/lookAt\"),a=t(\"gl-mat4/fromQuat\"),o=t(\"gl-mat4/invert\"),s=t(\"./lib/quatFromFrame\");function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function u(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=c(r,n,i,a);o>1e-6?(t[0]=r/o,t[1]=n/o,t[2]=i/o,t[3]=a/o):(t[0]=t[1]=t[2]=0,t[3]=1)}function f(t,e,r){this.radius=n([r]),this.center=n(e),this.rotation=n(t),this.computedRadius=this.radius.curve(0),this.computedCenter=this.center.curve(0),this.computedRotation=this.rotation.curve(0),this.computedUp=[.1,0,0],this.computedEye=[.1,0,0],this.computedMatrix=[.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],this.recalcMatrix(0)}var h=f.prototype;h.lastT=function(){return Math.max(this.radius.lastT(),this.center.lastT(),this.rotation.lastT())},h.recalcMatrix=function(t){this.radius.curve(t),this.center.curve(t),this.rotation.curve(t);var e=this.computedRotation;u(e,e);var r=this.computedMatrix;a(r,e);var n=this.computedCenter,i=this.computedEye,o=this.computedUp,s=Math.exp(this.computedRadius[0]);i[0]=n[0]+s*r[2],i[1]=n[1]+s*r[6],i[2]=n[2]+s*r[10],o[0]=r[1],o[1]=r[5],o[2]=r[9];for(var l=0;l<3;++l){for(var c=0,f=0;f<3;++f)c+=r[l+4*f]*i[f];r[12+l]=-c}},h.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r},h.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},h.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},h.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=i[1],o=i[5],s=i[9],c=l(a,o,s);a/=c,o/=c,s/=c;var u=i[0],f=i[4],h=i[8],p=u*a+f*o+h*s,d=l(u-=a*p,f-=o*p,h-=s*p);u/=d,f/=d,h/=d;var g=i[2],m=i[6],v=i[10],y=g*a+m*o+v*s,x=g*u+m*f+v*h,b=l(g-=y*a+x*u,m-=y*o+x*f,v-=y*s+x*h);g/=b,m/=b,v/=b;var _=u*e+a*r,w=f*e+o*r,T=h*e+s*r;this.center.move(t,_,w,T);var k=Math.exp(this.computedRadius[0]);k=Math.max(1e-4,k+n),this.radius.set(t,Math.log(k))},h.rotate=function(t,e,r,n){this.recalcMatrix(t),e=e||0,r=r||0;var i=this.computedMatrix,a=i[0],o=i[4],s=i[8],u=i[1],f=i[5],h=i[9],p=i[2],d=i[6],g=i[10],m=e*a+r*u,v=e*o+r*f,y=e*s+r*h,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=
|
||
|
"/*!\n",
|
||
|
" * pad-left <https://github.com/jonschlinkert/pad-left>\n",
|
||
|
" *\n",
|
||
|
" * Copyright (c) 2014-2015, Jon Schlinkert.\n",
|
||
|
" * Licensed under the MIT license.\n",
|
||
|
" */\n",
|
||
|
"\"use strict\";var n=t(\"repeat-string\");e.exports=function(t,e,r){return n(r=void 0!==r?r+\"\":\" \",e)+t}},{\"repeat-string\":541}],491:[function(t,e,r){\"use strict\";function n(t,e){if(\"string\"!=typeof t)return[t];var r=[t];\"string\"==typeof e||Array.isArray(e)?e={brackets:e}:e||(e={});var n=e.brackets?Array.isArray(e.brackets)?e.brackets:[e.brackets]:[\"{}\",\"[]\",\"()\"],i=e.escape||\"___\",a=!!e.flat;n.forEach((function(t){var e=new RegExp([\"\\\\\",t[0],\"[^\\\\\",t[0],\"\\\\\",t[1],\"]*\\\\\",t[1]].join(\"\")),n=[];function a(e,a,o){var s=r.push(e.slice(t[0].length,-t[1].length))-1;return n.push(s),i+s+i}r.forEach((function(t,n){for(var i,o=0;t!=i;)if(i=t,t=t.replace(e,a),o++>1e4)throw Error(\"References have circular dependency. Please, check them.\");r[n]=t})),n=n.reverse(),r=r.map((function(e){return n.forEach((function(r){e=e.replace(new RegExp(\"(\\\\\"+i+r+\"\\\\\"+i+\")\",\"g\"),t[0]+\"$1\"+t[1])})),e}))}));var o=new RegExp(\"\\\\\"+i+\"([0-9]+)\\\\\"+i);return a?r:function t(e,r,n){for(var i,a=[],s=0;i=o.exec(e);){if(s++>1e4)throw Error(\"Circular references in parenthesis\");a.push(e.slice(0,i.index)),a.push(t(r[i[1]],r)),e=e.slice(i.index+i[0].length)}return a.push(e),a}(r[0],r)}function i(t,e){if(e&&e.flat){var r,n=e&&e.escape||\"___\",i=t[0];if(!i)return\"\";for(var a=new RegExp(\"\\\\\"+n+\"([0-9]+)\\\\\"+n),o=0;i!=r;){if(o++>1e4)throw Error(\"Circular references in \"+t);r=i,i=i.replace(a,s)}return i}return t.reduce((function t(e,r){return Array.isArray(r)&&(r=r.reduce(t,\"\")),e+r}),\"\");function s(e,r){if(null==t[r])throw Error(\"Reference \"+r+\"is undefined\");return t[r]}}function a(t,e){return Array.isArray(t)?i(t,e):n(t,e)}a.parse=n,a.stringify=i,e.exports=a},{}],492:[function(t,e,r){\"use strict\";var n=t(\"pick-by-alias\");e.exports=function(t){var e;arguments.length>1&&(t=arguments);\"string\"==typeof t?t=t.split(/\\s/).map(parseFloat):\"number\"==typeof t&&(t=[t]);t.length&&\"number\"==typeof t[0]?e=1===t.length?{width:t[0],height:t[0],x:0,y:0}:2===t.length?{width:t[0],height:t[1],x:0,y:0}:{x:t[0],y:t[1],width:t[2]-t[0]||0,height:t[3]-t[1]||0}:t&&(t=n(t,{left:\"x l left Left\",top:\"y t top Top\",width:\"w width W Width\",height:\"h height W Width\",bottom:\"b bottom Bottom\",right:\"r right Right\"}),e={x:t.left||0,y:t.top||0},null==t.width?t.right?e.width=t.right-e.x:e.width=0:e.width=t.width,null==t.height?t.bottom?e.height=t.bottom-e.y:e.height=0:e.height=t.height);return e}},{\"pick-by-alias\":498}],493:[function(t,e,r){e.exports=function(t){var e=[];return t.replace(i,(function(t,r,i){var o=r.toLowerCase();for(i=function(t){var e=t.match(a);return e?e.map(Number):[]}(i),\"m\"==o&&i.length>2&&(e.push([r].concat(i.splice(0,2))),o=\"l\",r=\"m\"==r?\"l\":\"L\");;){if(i.length==n[o])return i.unshift(r),e.push(i);if(i.length<n[o])throw new Error(\"malformed path data\");e.push([r].concat(i.splice(0,n[o])))}})),e};var n={a:7,c:6,h:1,l:2,m:2,q:4,s:4,t:2,v:1,z:0},i=/([astvzqmhlc])([^astvzqmhlc]*)/gi;var a=/-?[0-9]*\\.?[0-9]+(?:e[-+]?\\d+)?/gi},{}],494:[function(t,e,r){e.exports=function(t,e){e||(e=[0,\"\"]),t=String(t);var r=parseFloat(t,10);return e[0]=r,e[1]=t.match(/[\\d.\\-\\+]*\\s*(.*)/)[1]||\"\",e}},{}],495:[function(t,e,r){(function(t){(function(){(function(){var r,n,i,a,o,s;\"undefined\"!=typeof performance&&null!==performance&&performance.now?e.exports=function(){return performance.now()}:null!=t&&t.hrtime?(e.exports=function(){return(r()-o)/1e6},n=t.hrtime,a=(r=function(){var t;return 1e9*(t=n())[0]+t[1]})(),s=1e9*t.uptime(),o=a-s):Date.now?(e.exports=function(){return Date.now()-i},i=Date.now()):(e.exports=function(){return(new Date).getTime()-i},i=(new Date).getTime())}).call(this)}).call(this)}).call(this,t(\"_process\"))},{_process:528}],496:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.length;if(e<32){for(var r=1,i=0;i<e;++i)for(var a=0;a<i;++a)if(t[i]<t[a])r=-r;else if(t[i]===t[a])return 0;return r}var o=n.mallocUint8(e);for(i=0;i<e;++i)o[i]=0;for(r=1,i=0;i<e;++i)if(!o[i]){var s=1;o[i]=1;for(a=t[i];a!==i;a=t[a]){if(o[a])return n.freeUint8(o),0;
|
||
|
"/*\n",
|
||
|
" * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
|
||
|
" * @license MIT\n",
|
||
|
" * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
|
||
|
" */\n",
|
||
|
"var n,i=t(\"./lib/build-log\"),a=t(\"./lib/epsilon\"),o=t(\"./lib/intersecter\"),s=t(\"./lib/segment-chainer\"),l=t(\"./lib/segment-selector\"),c=t(\"./lib/geojson\"),u=!1,f=a();function h(t,e,r){var i=n.segments(t),a=n.segments(e),o=r(n.combine(i,a));return n.polygon(o)}n={buildLog:function(t){return!0===t?u=i():!1===t&&(u=!1),!1!==u&&u.list},epsilon:function(t){return f.epsilon(t)},segments:function(t){var e=o(!0,f,u);return t.regions.forEach(e.addRegion),{segments:e.calculate(t.inverted),inverted:t.inverted}},combine:function(t,e){return{combined:o(!1,f,u).calculate(t.segments,t.inverted,e.segments,e.inverted),inverted1:t.inverted,inverted2:e.inverted}},selectUnion:function(t){return{segments:l.union(t.combined,u),inverted:t.inverted1||t.inverted2}},selectIntersect:function(t){return{segments:l.intersect(t.combined,u),inverted:t.inverted1&&t.inverted2}},selectDifference:function(t){return{segments:l.difference(t.combined,u),inverted:t.inverted1&&!t.inverted2}},selectDifferenceRev:function(t){return{segments:l.differenceRev(t.combined,u),inverted:!t.inverted1&&t.inverted2}},selectXor:function(t){return{segments:l.xor(t.combined,u),inverted:t.inverted1!==t.inverted2}},polygon:function(t){return{regions:s(t.segments,f,u),inverted:t.inverted}},polygonFromGeoJSON:function(t){return c.toPolygon(n,t)},polygonToGeoJSON:function(t){return c.fromPolygon(n,f,t)},union:function(t,e){return h(t,e,n.selectUnion)},intersect:function(t,e){return h(t,e,n.selectIntersect)},difference:function(t,e){return h(t,e,n.selectDifference)},differenceRev:function(t,e){return h(t,e,n.selectDifferenceRev)},xor:function(t,e){return h(t,e,n.selectXor)}},\"object\"==typeof window&&(window.PolyBool=n),e.exports=n},{\"./lib/build-log\":505,\"./lib/epsilon\":506,\"./lib/geojson\":507,\"./lib/intersecter\":508,\"./lib/segment-chainer\":510,\"./lib/segment-selector\":511}],505:[function(t,e,r){e.exports=function(){var t,e=0,r=!1;function n(e,r){return t.list.push({type:e,data:r?JSON.parse(JSON.stringify(r)):void 0}),t}return t={list:[],segmentId:function(){return e++},checkIntersection:function(t,e){return n(\"check\",{seg1:t,seg2:e})},segmentChop:function(t,e){return n(\"div_seg\",{seg:t,pt:e}),n(\"chop\",{seg:t,pt:e})},statusRemove:function(t){return n(\"pop_seg\",{seg:t})},segmentUpdate:function(t){return n(\"seg_update\",{seg:t})},segmentNew:function(t,e){return n(\"new_seg\",{seg:t,primary:e})},segmentRemove:function(t){return n(\"rem_seg\",{seg:t})},tempStatus:function(t,e,r){return n(\"temp_status\",{seg:t,above:e,below:r})},rewind:function(t){return n(\"rewind\",{seg:t})},status:function(t,e,r){return n(\"status\",{seg:t,above:e,below:r})},vert:function(e){return e===r?t:(r=e,n(\"vert\",{x:e}))},log:function(t){return\"string\"!=typeof t&&(t=JSON.stringify(t,!1,\" \")),n(\"log\",{txt:t})},reset:function(){return n(\"reset\")},selected:function(t){return n(\"selected\",{segs:t})},chainStart:function(t){return n(\"chain_start\",{seg:t})},chainRemoveHead:function(t,e){return n(\"chain_rem_head\",{index:t,pt:e})},chainRemoveTail:function(t,e){return n(\"chain_rem_tail\",{index:t,pt:e})},chainNew:function(t,e){return n(\"chain_new\",{pt1:t,pt2:e})},chainMatch:function(t){return n(\"chain_match\",{index:t})},chainClose:function(t){return n(\"chain_close\",{index:t})},chainAddHead:function(t,e){return n(\"chain_add_head\",{index:t,pt:e})},chainAddTail:function(t,e){return n(\"chain_add_tail\",{index:t,pt:e})},chainConnect:function(t,e){return n(\"chain_con\",{index1:t,index2:e})},chainReverse:function(t){return n(\"chain_rev\",{index:t})},chainJoin:function(t,e){return n(\"chain_join\",{index1:t,index2:e})},done:function(){return n(\"done\")}}}},{}],506:[function(t,e,r){e.exports=function(t){\"number\"!=typeof t&&(t=1e-10);var e={epsilon:function(e){return\"number\"==typeof e&&(t=e),t},pointAboveOrOnLine:function(e,r,n){var i=r[0],a=r[1],o=n[0],s=n[1],l=e[0];return(o-i)*(e[1]-a)-(s-a)*(l-i)>=-t},pointBetween:function(e,r,n){var i=e[1]-r[1],a=n[0]-r[0],o=e[0]-r[0],s=n[1]-r[1],l=o*a+i*s;return!(l<t)&&!(l-(a*a+s*s)>-t)},pointsSameX:function(e,r){r
|
||
|
"/*!\n",
|
||
|
" * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
|
||
|
" *\n",
|
||
|
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||
|
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4,
|
||
|
1,
|
||
|
6,
|
||
|
13,
|
||
|
4,
|
||
|
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|
||
|
1,
|
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|
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|
||
|
3,
|
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|
9,
|
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|
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|
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|
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|
||
|
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|
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|
4,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
8,
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
9,
|
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|
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|
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|
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|
||
|
19,
|
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|
4,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
9,
|
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|
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|
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|
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|
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|
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|
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|
6,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
12,
|
||
|
8,
|
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|
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|
||
|
1,
|
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|
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|
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|
6,
|
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|
12,
|
||
|
2,
|
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|
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|
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|
1,
|
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|
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|
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|
5,
|
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|
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|
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|
1,
|
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|
3,
|
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|
2,
|
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|
9,
|
||
|
3,
|
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|
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|
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|
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|
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|
1,
|
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|
7,
|
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|
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|
6,
|
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|
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|
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|
4,
|
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|
2,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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4,
|
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|
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7,
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|
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|
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|
8,
|
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|
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|
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|
1,
|
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|
2,
|
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|
22,
|
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|
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|
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|
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|
5,
|
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|
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|
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|
6,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
5,
|
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|
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|
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|
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|
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|
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|
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|
5,
|
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|
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|
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|
2,
|
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|
3,
|
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|
15,
|
||
|
1,
|
||
|
2,
|
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|
4,
|
||
|
6,
|
||
|
2,
|
||
|
11,
|
||
|
9,
|
||
|
9,
|
||
|
14,
|
||
|
6,
|
||
|
3,
|
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|
5,
|
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|
6,
|
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|
1,
|
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|
13,
|
||
|
2,
|
||
|
3,
|
||
|
5,
|
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|
1,
|
||
|
3,
|
||
|
3,
|
||
|
2,
|
||
|
2,
|
||
|
2,
|
||
|
3,
|
||
|
5,
|
||
|
1,
|
||
|
7,
|
||
|
2,
|
||
|
15,
|
||
|
1,
|
||
|
14,
|
||
|
10,
|
||
|
15,
|
||
|
1,
|
||
|
2,
|
||
|
1,
|
||
|
8,
|
||
|
4,
|
||
|
3,
|
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|
6,
|
||
|
11,
|
||
|
3,
|
||
|
7,
|
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|
4,
|
||
|
8,
|
||
|
8,
|
||
|
3,
|
||
|
2,
|
||
|
3,
|
||
|
15,
|
||
|
1,
|
||
|
3,
|
||
|
10,
|
||
|
7,
|
||
|
7,
|
||
|
11,
|
||
|
3,
|
||
|
5,
|
||
|
10,
|
||
|
1,
|
||
|
3,
|
||
|
1,
|
||
|
8,
|
||
|
11,
|
||
|
7,
|
||
|
6,
|
||
|
4,
|
||
|
3,
|
||
|
8,
|
||
|
3,
|
||
|
6,
|
||
|
14,
|
||
|
3,
|
||
|
3,
|
||
|
1,
|
||
|
1,
|
||
|
2,
|
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|
1,
|
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|
1,
|
||
|
3,
|
||
|
2,
|
||
|
1,
|
||
|
2,
|
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|
6,
|
||
|
5,
|
||
|
11,
|
||
|
1,
|
||
|
11,
|
||
|
4,
|
||
|
3,
|
||
|
3,
|
||
|
3,
|
||
|
3,
|
||
|
20,
|
||
|
3,
|
||
|
2,
|
||
|
8,
|
||
|
3,
|
||
|
5,
|
||
|
1,
|
||
|
1,
|
||
|
6,
|
||
|
5,
|
||
|
13,
|
||
|
2,
|
||
|
4,
|
||
|
2,
|
||
|
8,
|
||
|
6,
|
||
|
10,
|
||
|
8,
|
||
|
3,
|
||
|
2,
|
||
|
4,
|
||
|
4,
|
||
|
3,
|
||
|
1,
|
||
|
2,
|
||
|
1,
|
||
|
11,
|
||
|
10,
|
||
|
5,
|
||
|
4,
|
||
|
1,
|
||
|
1,
|
||
|
5,
|
||
|
4,
|
||
|
11,
|
||
|
7,
|
||
|
12,
|
||
|
4,
|
||
|
4,
|
||
|
1,
|
||
|
2,
|
||
|
11,
|
||
|
1,
|
||
|
3,
|
||
|
4,
|
||
|
2,
|
||
|
3,
|
||
|
3,
|
||
|
15,
|
||
|
4,
|
||
|
9,
|
||
|
5,
|
||
|
1,
|
||
|
11,
|
||
|
3,
|
||
|
3,
|
||
|
5,
|
||
|
6,
|
||
|
1,
|
||
|
3,
|
||
|
1,
|
||
|
3,
|
||
|
5,
|
||
|
6,
|
||
|
18,
|
||
|
4,
|
||
|
6,
|
||
|
2,
|
||
|
5,
|
||
|
3,
|
||
|
3,
|
||
|
1,
|
||
|
4,
|
||
|
4,
|
||
|
4,
|
||
|
4,
|
||
|
2,
|
||
|
2,
|
||
|
12,
|
||
|
5,
|
||
|
8,
|
||
|
6,
|
||
|
1,
|
||
|
1,
|
||
|
5,
|
||
|
9,
|
||
|
1,
|
||
|
2,
|
||
|
9,
|
||
|
5,
|
||
|
1,
|
||
|
7,
|
||
|
2,
|
||
|
1,
|
||
|
2,
|
||
|
8,
|
||
|
9,
|
||
|
18,
|
||
|
4,
|
||
|
11,
|
||
|
1,
|
||
|
3,
|
||
|
2,
|
||
|
1,
|
||
|
1,
|
||
|
8,
|
||
|
4,
|
||
|
4,
|
||
|
9,
|
||
|
4,
|
||
|
9,
|
||
|
8,
|
||
|
4,
|
||
|
2,
|
||
|
8,
|
||
|
1,
|
||
|
1,
|
||
|
1,
|
||
|
7,
|
||
|
9,
|
||
|
6,
|
||
|
2,
|
||
|
3,
|
||
|
4,
|
||
|
1,
|
||
|
5,
|
||
|
1,
|
||
|
4,
|
||
|
1,
|
||
|
6,
|
||
|
5,
|
||
|
9,
|
||
|
7,
|
||
|
6,
|
||
|
3,
|
||
|
1,
|
||
|
2,
|
||
|
4,
|
||
|
2,
|
||
|
2,
|
||
|
1,
|
||
|
5,
|
||
|
1,
|
||
|
4,
|
||
|
1,
|
||
|
3,
|
||
|
1,
|
||
|
5,
|
||
|
14,
|
||
|
1,
|
||
|
1,
|
||
|
5,
|
||
|
9,
|
||
|
1,
|
||
|
4,
|
||
|
3
|
||
|
],
|
||
|
"xaxis": "x3",
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||
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"yaxis": "y3"
|
||
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},
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{
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"alignmentgroup": "True",
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"bingroup": "x",
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"hovertemplate": "jezyk=ang<br>dlugosc=%{x}<br>count=%{y}<extra></extra>",
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"legendgroup": "",
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"marker": {
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"color": "#636efa",
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"pattern": {
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"shape": ""
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}
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},
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"name": "",
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"nbinsx": 50,
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||
|
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|
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1,
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13,
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3,
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3,
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1,
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3,
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1,
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3,
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1,
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2,
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1,
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2,
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4,
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7,
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3,
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13,
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2,
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12,
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8,
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5,
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1,
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1,
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1,
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2,
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1,
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8,
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5,
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1,
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4,
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1,
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7,
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8,
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2,
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17,
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2,
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12,
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9,
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1,
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3,
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2,
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2,
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5,
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6,
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8,
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8,
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1,
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1,
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8,
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1,
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1,
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5,
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7,
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6,
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3,
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7,
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2,
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11,
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12,
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2,
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1,
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1,
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2,
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1,
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6,
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5,
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2,
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11,
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1,
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3,
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5,
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2,
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1,
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5,
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2,
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15,
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2,
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2,
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4,
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2,
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1,
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3,
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6,
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2,
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2,
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7,
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1,
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5,
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1,
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1,
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1,
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11,
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2,
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3,
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10,
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1,
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2,
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2,
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16,
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6,
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6,
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4,
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2,
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23,
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4,
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9,
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2,
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3,
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6,
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13,
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4,
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17,
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1,
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5,
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2,
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4,
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1,
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8,
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31,
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1,
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2,
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3,
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9,
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4,
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1,
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7,
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1,
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2,
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7,
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1,
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3,
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3,
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1,
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3,
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2,
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1,
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8,
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7,
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10,
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2,
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1,
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2,
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2,
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7,
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7,
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3,
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7,
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1,
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11,
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1,
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1,
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6,
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2,
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2,
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14,
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11,
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4,
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6,
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2,
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3,
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5,
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7,
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14,
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4,
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7,
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|
2,
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5,
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4,
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3,
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9,
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2,
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4,
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4,
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1,
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6,
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2,
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7,
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6,
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3,
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5,
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1,
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2,
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3,
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1,
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9,
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6,
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10,
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8,
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2,
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1,
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20,
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7,
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2,
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6,
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6,
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21,
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4,
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9,
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4,
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8,
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7,
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3,
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13,
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1,
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3,
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1,
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10,
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2,
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2,
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6,
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11,
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1,
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2,
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3,
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1,
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3,
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9,
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8,
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2,
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2,
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1,
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1,
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1,
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3,
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3,
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11,
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1,
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5,
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3,
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1,
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10,
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29,
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13,
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4,
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7,
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3,
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3,
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8,
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1,
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3,
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4,
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11,
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2,
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10,
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2,
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16,
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3,
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10,
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5,
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1,
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1,
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12,
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2,
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10,
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3,
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3,
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2,
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12,
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18,
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3,
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3,
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1,
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3,
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10,
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4,
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1,
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3,
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8,
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1,
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1,
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4,
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5,
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2,
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8,
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7,
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1,
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8,
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5,
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3,
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4,
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2,
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2,
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1,
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1,
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2,
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5,
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23,
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6,
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2,
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6,
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3,
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3,
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1,
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3,
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2,
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3,
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1,
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3,
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11,
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6,
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2,
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19,
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1,
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4,
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1,
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1,
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6,
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10,
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2,
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4,
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12,
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4,
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2,
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7,
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8,
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2,
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17,
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37,
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1,
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4,
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2,
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7,
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3,
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2,
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5,
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16,
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1,
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2,
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1,
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6,
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9,
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2,
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7,
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10,
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1,
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1,
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3,
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2,
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13,
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1,
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2,
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1,
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18,
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1,
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1,
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3,
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6,
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4,
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9,
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1,
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2
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1,
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1,
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1,
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2,
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1,
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3,
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1,
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6,
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1,
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1,
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8,
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14,
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3,
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3,
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6,
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1,
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4,
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3,
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2,
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16,
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14,
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6,
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6,
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1,
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6,
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10,
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3,
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3,
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3,
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3,
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1,
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10,
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1,
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3,
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1,
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3,
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3,
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8,
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8,
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||
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2,
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28,
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|
1,
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1,
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8,
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|
18,
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|
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1,
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1,
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"<div> <div id=\"329b70f1-ad41-4137-9fd7-937b815f8d9d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div> <script type=\"text/javascript\"> require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById(\"329b70f1-ad41-4137-9fd7-937b815f8d9d\")) { Plotly.newPlot( \"329b70f1-ad41-4137-9fd7-937b815f8d9d\", [{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"jezyk=polski<br>dlugosc=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"\",\"nbinsx\":50,\"offsetgroup\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"type\":\"histogram\",\"x\":[6,3,4,1,1,7,7,2,1,6,4,7,2,2,15,2,1,3,14,5,3,11,7,1,3,1,4,1,1,1,2,1,2,7,1,8,4,1,7,4,5,10,7,4,1,4,2,5,6,8,3,8,2,3,10,5,3,8,5,1,2,3,10,8,19,10,5,1,4,7,2,11,1,2,11,3,3,5,4,3,1,1,2,13,11,2,13,1,1,7,9,1,7,1,4,2,2,3,5,8,4,2,12,6,19,7,2,7,4,9,7,2,13,19,5,5,5,8,4,5,2,2,1,1,10,3,1,7,1,3,13,5,2,4,2,3,5,2,2,14,5,4,10,3,5,5,6,4,9,2,3,29,17,12,3,3,1,1,5,3,1,1,3,2,7,3,6,11,5,3,1,2,12,2,1,1,2,7,2,1,2,2,4,6,10,1,7,1,8,2,5,1,3,2,4,6,3,18,2,8,10,2,2,5,2,7,3,2,6,8,4,5,1,2,4,3,2,11,5,2,7,12,8,2,7,3,25,12,7,1,1,17,4,6,7,7,2,1,15,3,1,2,3,2,3,1,8,1,6,4,3,7,14,5,10,3,3,9,1,3,5,1,2,3,2,11,2,3,1,3,5,1,2,5,2,12,3,1,3,7,5,1,4,3,1,6,1,4,5,10,4,8,6,7,8,3,10,2,4,5,1,12,7,11,5,6,2,6,6,4,12,1,2,1,5,2,17,1,2,3,5,3,1,9,6,7,2,3,7,1,2,2,4,10,5,10,1,5,1,4,1,8,8,3,1,2,1,1,3,1,7,3,4,3,5,3,2,5,7,2,1,1,15,3,3,7,4,2,2,2,2,3,1,6,19,6,4,1,2,8,4,8,2,13,1,15,2,4,3,11,1,1,2,2,1,1,4,18,1,5,3,1,3,1,2,11,11,10,6,12,2,10,5,1,6,9,1,12,4,3,3,14,5,5,14,10,5,2,2,1,3,5,1,3,5,3,1,5,4,1,6,1,6,6,1,2,7,5,3,1,7,1,7,1,21,4,1,4,1,5,21,20,7,2,2,2,6,2,5,5,13,1,1,6,20,2,1,12,2,12,2,1,6,8,1,13,11,8,13,3,13,6,1,4,3,4,1,7,1,9,5,2,9,3,6,2,2,1,2,1,4,17,3,2,2,4,4,1,5,6,2,1,8,2,8,4,6,5,6,9,2,10,13,3,6,3,7,5,7,15,2,4,2,7,1,8,18,1,3,5,5,3,3,9,19,1,9,7,1,4,2,3,2,1,3,2,13,2,3,4,1,4,1,2,14,6,7,7,15,3,5,1,2,7,4,7,1,3,6,5,10,6,1,1,2,3,4,2,1,2,7,3,1,14,4,7,1,8,9,9,2,2,1,2,3,19,9,1,2,6,7,7,2,21,12,14,9,6,2,1,8,2,3,10,1,1,15,5,1,1,14,5,11,17,1,2,12,8,12,7,4,2,9,2,2,6,7,7,8,4,8,6,10,1,4,7,2,4,1,1,4,3,15,18,2,11,10,2,1,2,9,1,14,9,2,10,3,2,4,1,6,1,17,2,3,17,11,7,4,15,4,1,3,20,5,5,10,3,4,1,2,3,3,1,4,4,12,1,1,3,1,23,4,2,3,11,26,1,4,2,10,2,1,6,1,4,5,7,7,1,1,1,7,15,9,3,6,5,1,1,8,3,2,8,7,4,9,13,2,1,5,4,1,1,8,4,6,5,2,4,7,7,5,4,7,3,1,3,13,6,17,5,4,9,15,15,13,3,2,12,1,1,8,11,4,4,2,14,4,5,12,4,3,22,7,5,1,3,1,3,1,1,3,6,1,1,1,6,7,2,6,2,16,1,4,2,8,11,5,3,4,3,1,2,15,8,3,2,7,23,4,10,1,6,7,5,1,7,3,5,2,4,2,1,4,2,6,7,1,11,2,1,17,3,2,3,3,3,1,2,8,3,3,1,2,4,4,4,1,19,6,3,1,1,1,4,11,3,4,5,2,4,2,1,1,1,2,6,7,4,3,3,7,2,1,1,3,1,11,8,6,3,1,2,4,6,1,8,7,11,7,4,4,12,3,1,2,15,3,1,13,2,4,5,6,25,4,13,1,4,2,7,7,4,4,9,4,6,1,11,6,1,10,15,1,6,6,7,1,1,5,1,1,4,1,5,3,6,26,2,3,5,3,2,4,1,7,2,1,4,8,1,12,2,4,3,18,1,1,5,11,2,4,3,11,2,2,1,6,3,12,8,3,5,7,5,3,9,11,8,8,1,1,10,6,10,2,9,2,1,9,4,5,1,5,3,2,5,5,4,1,6,13,4,11,1,2,3,9,2,15,3,4,1,3,2,5,6,6,1,8,6,2,1,3,4,12,2,4,10,4,1,5,3,1,5,2,14,1,6,8,9,2,9,10,4,1,4,7,2,1,8,1,2,15,1,1,4,3,4,3,8,8,11,10,3,7,1,2,8,5,2,12,3,14,6,1,8,1,1,9,6,2,5,2,14,15,1,1,8,6,1,4,7,1,1,1,2,9,1,10,10,2,8,6,6,21,2,8,4,8,5,14,1,3,5,5,6,1,1,7,2,1,3,6,1,5,7,4,3,1,4,14,1,15,6,2,4,9,9,8,6,3,6,13,9,4,3,1,3,2,7,4,7,2,8,5,8,1,3,2,8,1,3,1,2,2,3,2,1,2,1,2,11,1,8,5,7,3,3,14,1,2,2,9,4,5,3,1,4,1,7,1,9,5,4,2,5,9,7,1,17,19,4,1,3,11,2,1,3,3,1,3,1,2,5,17,1,4,2,8,1,2,13,6,5,3,7,1,1,5,4,11,1,4,2,9,5,1,10,5,10,6,12,5,1,5,1,3,1,9,12,1,7,2,7,6,3,1,4,5,5,4,4,12,8,17,1,3,6,12,2,4,1,5,5,5,1,3,2,9,3,2,3,1,7,1,6,4,4,2,3,1,2,4,1,1,1,1,1,5,1,1,3,4,3,5,4,6,7,13,1,8,4,4,6,2,1,3,5,7,11,1,1,4,1,7,1,1,5,8,4,1,2,22,6,2,5,1,1,1,6,5,10,13,4,10,5,1,3,2,5,1,2,3,15,1,2,4,6,2,11,9,9,14,6,3,5,6,1,13,2,3,5,1,3,3,2,2,2,3,5,1,7,2,15,1,14,10,15,1,2,1,8,4,3,6,11,3,7,4,8,8,3,2,3,15,1,3,10,7,7,11,3,5,10,1,3,1,8,11,7,6,4,3,8,3,6,14,3,3,1,1,2,1,1,3,2,1,2,6,5,11,1,11,4,3,3,3,3,20,3,2,8,3,5,1,1,6,5,13,2,4,2,8,6,1
|
||
|
" \n",
|
||
|
"var gd = document.getElementById('329b70f1-ad41-4137-9fd7-937b815f8d9d');\n",
|
||
|
"var x = new MutationObserver(function (mutations, observer) {{\n",
|
||
|
" var display = window.getComputedStyle(gd).display;\n",
|
||
|
" if (!display || display === 'none') {{\n",
|
||
|
" console.log([gd, 'removed!']);\n",
|
||
|
" Plotly.purge(gd);\n",
|
||
|
" observer.disconnect();\n",
|
||
|
" }}\n",
|
||
|
"}});\n",
|
||
|
"\n",
|
||
|
"// Listen for the removal of the full notebook cells\n",
|
||
|
"var notebookContainer = gd.closest('#notebook-container');\n",
|
||
|
"if (notebookContainer) {{\n",
|
||
|
" x.observe(notebookContainer, {childList: true});\n",
|
||
|
"}}\n",
|
||
|
"\n",
|
||
|
"// Listen for the clearing of the current output cell\n",
|
||
|
"var outputEl = gd.closest('.output');\n",
|
||
|
"if (outputEl) {{\n",
|
||
|
" x.observe(outputEl, {childList: true});\n",
|
||
|
"}}\n",
|
||
|
"\n",
|
||
|
" }) }; }); </script> </div>"
|
||
|
]
|
||
|
},
|
||
|
"metadata": {},
|
||
|
"output_type": "display_data"
|
||
|
}
|
||
|
],
|
||
|
"source": [
|
||
|
"df = pd.DataFrame([[random.choice(['ang','polski','hiszp']), np.random.geometric(0.2)] for i in range(5000) ], columns=['jezyk', 'dlugosc'])\n",
|
||
|
"fig = px.histogram(df, x=\"dlugosc\",facet_row='jezyk',nbins=50, hover_data=df.columns)\n",
|
||
|
"fig.show()"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"execution_count": 11,
|
||
|
"metadata": {},
|
||
|
"outputs": [],
|
||
|
"source": [
|
||
|
"?px.histogram"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"## ZADANIE 1 \n",
|
||
|
"\n",
|
||
|
"(40 punktów)\n",
|
||
|
"\n",
|
||
|
"ZNAJDŹ PRZYKŁAD TEKSTÓW Z TEJ SAMEJ DOMENY 1_000_000 słów albo nawet tłumaczenie :\n",
|
||
|
"- język angielski \n",
|
||
|
"- język polski\n",
|
||
|
"- język z rodziny romańskich\n",
|
||
|
"\n",
|
||
|
"Proponowane narzędzia:\n",
|
||
|
"- nltk\n",
|
||
|
"- plotly express\n",
|
||
|
"- biblioteka collections\n",
|
||
|
"- spacy (niekoniecznie)\n",
|
||
|
"\n",
|
||
|
"\n",
|
||
|
"Dla każdego z języków:\n",
|
||
|
"- policz ilosć unikalnych lowercase słów (ze stemmingiem i bez)\n",
|
||
|
"- policz ilosć znaków\n",
|
||
|
"- policz ilosć unikalnych znaków\n",
|
||
|
"- policz ilosć zdań zdań\n",
|
||
|
"- policz ilosć unikalnych zdań\n",
|
||
|
"- podaj min, max, średnią oraz medianę ilości znaków w słowie \n",
|
||
|
"- podaj min, max, średnią oraz medianę ilości słów w zdaniu, znajdz najkrotsze i najdluzsze zdania\n",
|
||
|
"- wygeneruj word cloud (normalnie i po usunięciu stopwordów)\n",
|
||
|
"- wypisz 20 najbardziej popularnych słów (normalnie i po usunięciu stopwordów) (lowercase)\n",
|
||
|
"- wypisz 20 najbardziej popularnych bigramów (normalnie i po usunięciu stopwordów)\n",
|
||
|
"- narysuj wykres częstotliwości słów (histogram lub linie) w taki sposób żeby był czytelny, wypróbuj skali logarytmicznej dla osi x (ale na razie nie dla y), usuwanie słów poniżej limitu wystąpień itp.\n",
|
||
|
"- punkt jak wyżej, tylko dla bigramów\n",
|
||
|
"- punkt jak wyżej, tylko dla znaków\n",
|
||
|
"- narysuj wykres barplot dla części mowy (PART OF SPEECH TAGS, tylko pierwszy stopień zagłębienia)\n",
|
||
|
"- dla próbki 10000 zdań sprawdź jak często langdetect https://pypi.org/project/langdetect/ się myli i w jaki sposób.\n",
|
||
|
"- zilustruj prawo zipfa ( px.line z zaznaczonymi punktami)\n",
|
||
|
"- napisz wnioski (10-50 zdań)"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"#### START ZADANIA"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"#### KONIEC ZADANIA"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "markdown",
|
||
|
"metadata": {},
|
||
|
"source": [
|
||
|
"https://github.com/sdadas/polish-nlp-resources\n",
|
||
|
"\n",
|
||
|
"## Indeks czytelności Foga\n",
|
||
|
"\n",
|
||
|
"\n",
|
||
|
"Indeks czytelności Foga (Fog index) ilustruje stopień trudności tekstu. Nim wyższa liczba, tym trudniejszy jest tekst w odbiorze. Ze względu na charakterystyki różnych języków nie powinno porównywać sie tekstów pisanych w różnych językach. Index służy do porównywania różnych tekstów w tym samym języku.\n",
|
||
|
"\n",
|
||
|
"$$FOG = 0.4\\left(\\frac{liczba\\ słów}{liczba\\ zdań} + 100\\left(\\frac{liczba\\ słów\\ skomplikowanych}{liczba\\ słów}\\right) \\right)$$\n",
|
||
|
"\n",
|
||
|
"Słowa skomplikowane mogą pochodzić ze specjalnej listy, jeżeli nie ma takiej listy, to można przyjąć że są to słowa składające sie z więcej niz 3 sylab (dla języka polskiego)\n",
|
||
|
"\n",
|
||
|
"Indeks czytelności Foga jest skutecznym narzędziem przy pisaniu tekstów. Jeżeli indeks jest zbyt wysoki należy uprościć tekst. Można to zrobić przez redukcje średniej długości zdania $\\frac{liczba słów}{liczba zdań}$ oraz uproszczenie skompikowanych lub długich słów.\n",
|
||
|
"\n",
|
||
|
"## Prawo Heapsa\n",
|
||
|
"\n",
|
||
|
"Prawo heapsa to empiryczne prawo lingwistyczne. Stanowi, że liczba odmiennych słów rośnie wykładniczo (z wykładnikiem <1) względem długości dokumentu.\n",
|
||
|
"\n",
|
||
|
"Ilosć odmiennych słów $V_R$ względem całkowitej ilości słów w tekście $n$ można opisać wzorem:\n",
|
||
|
"\n",
|
||
|
"$$V_R(n) = Kn^{\\beta},$$\n",
|
||
|
"\n",
|
||
|
"gdzie $K$ i $\\beta$ to parametry wyznaczone empirycznie.\n",
|
||
|
"\n",
|
||
|
"Podobnie do Indeksu czytelności Foga nie powinno się porównywać różnych tekstów w różnych językach. Jednak porównanie tego samego tekstu przetłumaczonego na różne języki daje ich wgląd w ich charakterystykę.\n",
|
||
|
"\n",
|
||
|
"## ZADANIE 1\n",
|
||
|
"\n",
|
||
|
"(50 punktów)\n",
|
||
|
"\n",
|
||
|
"Znajdź teksty w języku polskim (mają składać sie po 5 osobnych dokumentów każdy, długości powinny być różne):\n",
|
||
|
"- tekst prawny\n",
|
||
|
"- tekst naukowy\n",
|
||
|
"- tekst z polskiego z powieści (np. wolne lektury)\n",
|
||
|
"- tekst z polskiego internetu (reddit, wykop, komentarze)\n",
|
||
|
"- transkrypcja tekstu mówionego\n",
|
||
|
"\n",
|
||
|
"\n",
|
||
|
"\n",
|
||
|
"ZADANIA:\n",
|
||
|
"- zilustruj gunning fog index (oś y) i średnią długość zdania (oś x) na jednym wykresie dla wszystkich tekstów, domeny oznacz kolorami (px.scatter), dla języka polskiego traktuj wyrazy długie jako te powyżej 3 sylab, możesz użyć https://pyphen.org/ do liczenia sylab\n",
|
||
|
"- zilustruj prawo Heaps'a dla wszystkich tekstów na jednym wykresie, domeny oznacz kolorami (px.scatter)\n",
|
||
|
"- napisz wnioski (10-50 zdań)\n",
|
||
|
"\n",
|
||
|
"\n",
|
||
|
"#### START ZADANIA\n",
|
||
|
"\n",
|
||
|
"#### KONIEC ZADANIA\n",
|
||
|
"\n",
|
||
|
"## WYKONANIE ZADAŃ\n",
|
||
|
"Zgodnie z instrukcją 01_Kodowanie_tekstu.ipynb"
|
||
|
]
|
||
|
},
|
||
|
{
|
||
|
"cell_type": "code",
|
||
|
"execution_count": null,
|
||
|
"metadata": {},
|
||
|
"outputs": [],
|
||
|
"source": []
|
||
|
}
|
||
|
],
|
||
|
"metadata": {
|
||
|
"author": "Jakub Pokrywka",
|
||
|
"email": "kubapok@wmi.amu.edu.pl",
|
||
|
"kernelspec": {
|
||
|
"display_name": "Python 3",
|
||
|
"language": "python",
|
||
|
"name": "python3"
|
||
|
},
|
||
|
"lang": "pl",
|
||
|
"language_info": {
|
||
|
"codemirror_mode": {
|
||
|
"name": "ipython",
|
||
|
"version": 3
|
||
|
},
|
||
|
"file_extension": ".py",
|
||
|
"mimetype": "text/x-python",
|
||
|
"name": "python",
|
||
|
"nbconvert_exporter": "python",
|
||
|
"pygments_lexer": "ipython3",
|
||
|
"version": "3.8.3"
|
||
|
},
|
||
|
"subtitle": "0.Informacje na temat przedmiotu[ćwiczenia]",
|
||
|
"title": "Ekstrakcja informacji",
|
||
|
"year": "2021"
|
||
|
},
|
||
|
"nbformat": 4,
|
||
|
"nbformat_minor": 4
|
||
|
}
|