diff --git a/lab/02_Język.ipynb b/lab/02_Język.ipynb
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--- /dev/null
+++ b/lab/02_Język.ipynb
@@ -0,0 +1,7588 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n",
+ "
\n",
+ "
Modelowanie Języka
\n",
+ " 2. Język [laboratoria]
\n",
+ "\n",
+ "\n",
+ "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import random\n",
+ "import plotly.express as px\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import nltk"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "https://github.com/sdadas/polish-nlp-resources"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "program : program\n",
+ "programs : program\n",
+ "programmer : programm\n",
+ "programming : program\n",
+ "programmers : programm\n"
+ ]
+ }
+ ],
+ "source": [
+ "ps = nltk.stem.PorterStemmer()\n",
+ "\n",
+ "for w in [\"program\", \"programs\", \"programmer\", \"programming\", \"programmers\"]:\n",
+ " print(w, \" : \", ps.stem(w))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "[nltk_data] Downloading package punkt to /home/pawel/nltk_data...\n",
+ "[nltk_data] Unzipping tokenizers/punkt.zip.\n",
+ "[nltk_data] Downloading package stopwords to /home/pawel/nltk_data...\n",
+ "[nltk_data] Unzipping corpora/stopwords.zip.\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "True"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "nltk.download('punkt')\n",
+ "nltk.download('stopwords')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['Python',\n",
+ " 'is',\n",
+ " 'dynamically-typed',\n",
+ " 'and',\n",
+ " 'garbage-collected',\n",
+ " '.',\n",
+ " 'It',\n",
+ " 'supports',\n",
+ " 'multiple',\n",
+ " 'programming',\n",
+ " 'paradigms',\n",
+ " ',',\n",
+ " 'including',\n",
+ " 'structured',\n",
+ " '(',\n",
+ " 'particularly',\n",
+ " ',',\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": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "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",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['Python is dynamically-typed and garbage-collected.',\n",
+ " '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.']"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "nltk.tokenize.sent_tokenize(text)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "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",
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+ " '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": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "nltk.corpus.stopwords.words('german')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
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+ "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": 10,
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+ "scrolled": true
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+ "source": [
+ "df = pd.DataFrame(\n",
+ " [\n",
+ " [random.choice([\"ang\", \"polski\", \"hiszp\"]), np.random.geometric(0.2)]\n",
+ " for i in range(5000)\n",
+ " ],\n",
+ " columns=[\"język\", \"długość\"],\n",
+ ")\n",
+ "fig = px.histogram(df, x=\"długość\", facet_row=\"język\", nbins=50, hover_data=df.columns)\n",
+ "fig.show()"
+ ]
+ },
+ {
+ "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 Gunninga (*fog* – „mgła”)\n",
+ "\n",
+ "\n",
+ "Indeks czytelności Gunninga (*Gunning fog index*) ilustruje stopień trudności tekstu. Im wyższa liczba, tym trudniejszy jest tekst w odbiorze. Ze względu na charakterystyki różnych języków nie powinno się porównywać tekstów pisanych w różnych językach. Indeks służy do porównywania różnych tekstów w tym samym języku.\n",
+ "\n",
+ "$$FOG = 0.4\\left(\\frac{\\rm liczba\\ słów}{\\rm liczba\\ zdań} + 100 \\cdot \\left(\\frac{\\rm liczba\\ słów\\ skomplikowanych}{\\rm liczba\\ słów}\\right) \\right)$$\n",
+ "\n",
+ "Słowa skomplikowane mogą pochodzić ze specjalnej listy, a jeżeli nie ma takiej listy, to można przyjąć, że są to słowa składające sie z więcej niz 3 sylab (dla języka polskiego).\n",
+ "\n",
+ "https://en.wikipedia.org/wiki/Gunning_fog_index\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",
+ "$$V_R(n) = Kn^{\\beta},$$\n",
+ "gdzie $K$ i $\\beta$ to parametry wyznaczone empirycznie.\n",
+ "\n",
+ "Podobnie jak w przypadku indeksu czytelności Gunninga, nie powinno się porównywać różnych tekstów w różnych językach pod kątem prawa Heapsa.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## ZADANIE 2\n",
+ "\n",
+ "(50 punktów)\n",
+ "\n",
+ "Znajdź teksty w języku polskim (powinny 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",
+ "Dla znalezionych tekstów:\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 jako wyrazy skomplikowane te powyżej 3 sylab, do liczenia sylab możesz użyć https://pyphen.org/ \n",
+ "- Zilustruj prawo Heapsa 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"
+ ]
+ }
+ ],
+ "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
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+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.12"
+ },
+ "subtitle": "0.Informacje na temat przedmiotu[ćwiczenia]",
+ "title": "Ekstrakcja informacji",
+ "year": "2021"
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}