{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Counting words and phrases" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "I've harvested [a gigabyte of OCRd text](https://glam-workbench.github.io/trove-books/#ocrd-text-from-trove-books-and-ephemera) from Trove's digitised books and shared it through Cloudstor. Here we'll explore [*Australian Plain Cookery by a Practical Cook*](https://nla.gov.au/nla.obj-579917051) from 1882. However, you could change the `text_file` value below to point to any of the other books on Cloudstor. There's a complete list [in this CSV file](https://github.com/GLAM-Workbench/trove-books/blob/master/trove_digitised_books_with_ocr.csv)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import requests\n", "from textblob import TextBlob\n", "import re\n", "from collections import Counter\n", "from nltk.corpus import stopwords\n", "from wordcloud import WordCloud\n", "import nltk\n", "nltk.download('stopwords')\n", "nltk.download('punkt')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "CLOUDSTOR_URL = 'https://cloudstor.aarnet.edu.au/plus/s/ugiw3gdijSKaoTL'\n", "text_file = 'australian-plain-cookery-by-a-practical-cook-nla.obj-579917051.txt'\n", "stop_words = stopwords.words('english')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Get the text file from Cloudstor\n", "response = requests.get(f'{CLOUDSTOR_URL}/download?files={text_file}')\n", "text = response.text" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Counting words\n", "\n", "One way of getting a sense of what a piece of text is about is to look at the frequencies with which words appear. You don't need any special software to do basic word counts. You can just split the text into individual words (called tokens) using a regular expression – in the case below, `\\w+` looks for groups of alphanumeric characters, separating words from punctuation and spaces. The you can use `Counter` to find the frequency of each word and `.most_common()` to rank them." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('the', 3118),\n", " ('and', 2826),\n", " ('a', 2588),\n", " ('of', 2351),\n", " ('to', 1171),\n", " ('in', 1148),\n", " ('with', 1052),\n", " ('it', 824),\n", " ('for', 640),\n", " ('or', 531)]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "words = re.findall(r'\\w+', text.lower())\n", "Counter(words).most_common(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
Try changing the number in the brackets of .most_common(). When you've finished reemember to run the cell again using Shift+Enter!
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "No suprise that the most common words are things like 'the' and 'of'. To try and focus on words that are distinctive of this particular text we can filter our list of words to remove the most common words in English – we call these 'stopwords'. In the cells above we imported a list of stopwords from the NLTK package. Here we'll drop any words that appear in the stopwords and recount." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('water', 354),\n", " ('half', 351),\n", " ('two', 317),\n", " ('boil', 298),\n", " ('butter', 273),\n", " ('well', 260),\n", " ('pound', 249),\n", " ('salt', 244),\n", " ('little', 243),\n", " ('add', 241)]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "filtered_words = [w for w in words if w not in stop_words]\n", "Counter(filtered_words).most_common(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That looks a bit more interesting." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Displaying a word cloud\n", "\n", "Word clouds are a familiar way of visualising word frequencies in a text. The Wordcloud package makes it easy to generate them. Note that Wordcloud takes care of all the tokenisation, counting, and stopword removal for us – we just give it the text and display the results." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# First we make the wordcloud\n", "# See how we feed the text variable into the generate function?\n", "wc = WordCloud(width=600, height=300).generate(text)\n", "\n", "# Display the wordcloud\n", "wc.to_image()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might notice that the wordcloud includes some two word phrases (called bigrams) such as 'an hour'. That's the packages default setting, but we can exclude them by setting `collocations=False`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wc = WordCloud(width=600, height=300, collocations=False).generate(text)\n", "\n", "# Display the wordcloud\n", "wc.to_image()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Word and n-gram frequencies\n", "\n", "To go further in analysing texts, you'll probably want to use a specialised package. There's NLTK, Spacey, and many others. Here we'll use TextBlob, which is probably the simplest to use and understand.\n", "\n", "Finding word frequencies with TextBlob is as simple as accessing `blob.word_counts`. However, we probably want to do a bit of filtering to remove some of the noise introduced by OCR. As before, we can also remove common stop words like 'a', 'the', and 'and'.\n", "\n", "The cell below only keeps words that are longer than two characters (`len(w) > 2`), contain only alphabetical characters (`re.match(r'^[a-zA-Z \\-]*$', w)`) and are not in the standard list of stop words.\n", "\n", "Once we have our list of words/frequencies we'll use `Counter` to get the 10 most common words." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# First we load our text into TextBlob\n", "blob = TextBlob(text)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('water', 352),\n", " ('half', 343),\n", " ('two', 309),\n", " ('boil', 292),\n", " ('butter', 272),\n", " ('pound', 244),\n", " ('little', 243),\n", " ('salt', 242),\n", " ('add', 239),\n", " ('well', 226)]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The we get the word counts, filter them, and display the most common\n", "words = {w: c for w, c in dict(blob.word_counts).items() if len(w) > 2 and re.match(r'^[a-zA-Z \\-]*$', w) and w not in stop_words}\n", "Counter(words).most_common(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you compare this list with the one above, you'll see they're very similar, but not eaxctly the same. Why? Most likely it's because of differences in the way words are extracted from the text. Above we used a very simple regular expression to identify words, but TextBlob uses a [more sophisticated](https://textblob.readthedocs.io/en/dev/_modules/textblob/tokenizers.html) set of rules." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "TextBlob will also break our text up into multiple word phrases – *n*-grams, where 'n' represents the number of words. We saw some bigrams in the wordcloud above, but let's find more. To get a list of bigrams we just use `blob.ngrams(2)`. We can then use `Counter` to find the most common." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[WordList(['w', 'jto']),\n", " WordList(['jto', 'V']),\n", " WordList(['V', 'i']),\n", " WordList(['i', 'S']),\n", " WordList(['S', 'to']),\n", " WordList(['to', '1']),\n", " WordList(['1', 'CHAMBERS']),\n", " WordList(['CHAMBERS', 'SEYMOUR']),\n", " WordList(['SEYMOUR', 'Iroriiiio-nger']),\n", " WordList(['Iroriiiio-nger', 'CORNER'])]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "blob.ngrams(2)[:10]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can then join the separate parts of the ngram together (using `.join`) and use Counter to find the most common phrases." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('in a', 327),\n", " ('and a', 284),\n", " ('of the', 276),\n", " ('with a', 269),\n", " ('in the', 256),\n", " ('a little', 213),\n", " ('pound of', 190),\n", " ('of a', 188),\n", " ('an hour', 166),\n", " ('to the', 152)]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Counter([' '.join(l) for l in blob.ngrams(2)]).most_common(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can try trigrams as well!" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('a pound of', 123),\n", " ('a pint of', 94),\n", " ('and a half', 90),\n", " ('a quarter of', 88),\n", " ('pepper and salt', 70),\n", " ('of a pound', 67),\n", " ('quarter of a', 59),\n", " ('a bit of', 56),\n", " ('half an hour', 52),\n", " ('one pound of', 51)]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Counter([' '.join(l) for l in blob.ngrams(3)]).most_common(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The most common trigrams seem to relate to quantities – not so surprising in a recipe book! Let's focus in on this by looking at 4-grams (4 word phrases) that start with some of the common trigrams." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('a pound of butter', 17),\n", " ('a pound of sugar', 13),\n", " ('a pound of flour', 12),\n", " ('a pound of sifted', 6),\n", " ('a pound of beef', 4),\n", " ('a pound of bread', 4),\n", " ('a pound of pounded', 4),\n", " ('a pound of lean', 3),\n", " ('a pound of chopped', 3),\n", " ('a pound of loaf', 3)]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Counter([' '.join(l) for l in blob.ngrams(4) if ' '.join(l).startswith('a pound of')]).most_common(10)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('a pint of water', 21),\n", " ('a pint of milk', 16),\n", " ('a pint of good', 10),\n", " ('a pint of boiling', 6),\n", " ('a pint of new', 4),\n", " ('a pint of vinegar', 4),\n", " ('a pint of cream', 4),\n", " ('a pint of melted', 2),\n", " ('a pint of hot', 2),\n", " ('a pint of white', 2)]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Counter([' '.join(l) for l in blob.ngrams(4) if ' '.join(l).startswith('a pint of')]).most_common(10)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('a tablespoonful of flour', 2),\n", " ('a tablespoonful of curry', 2),\n", " ('a tablespoonful of vinegar', 1),\n", " ('a tablespoonful of ketchup', 1),\n", " ('a tablespoonful of any', 1),\n", " ('a tablespoonful of walnut', 1),\n", " ('a tablespoonful of Harvey', 1),\n", " ('a tablespoonful of chopped', 1),\n", " ('a tablespoonful of cream', 1),\n", " ('a tablespoonful of mushroom', 1)]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Counter([' '.join(l) for l in blob.ngrams(4) if ' '.join(l).startswith('a tablespoonful of')]).most_common(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
A challenge! Using the examples above, can you find the 10 most common 4-grams? What about 5-grams?
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## What's next\n", "\n", "You can also use TextBlob to extract more complex structures such as parts of speech. For an example, see the [Recipe Generator](recipe-generator.ipynb)!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----\n", "\n", "Created by [Tim Sherratt](https://timsherratt.org) for the [GLAM Workbench](https://glam-workbench.github.io/)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }