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Merge pull request #2433 from jupyter-naas/2432-regex-remove-emojis-f…
…rom-text feat: RegEx - Remove emojis from text
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"id": "a5079ec3-1272-4ba9-8087-9ca2775b875c", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"<img width=\"10%\" alt=\"Naas\" src=\"https://landen.imgix.net/jtci2pxwjczr/assets/5ice39g4.png?w=160\"/>" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "c2fb4534-d4bc-4a8d-aa7e-38fd8cbbb8e8", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"# RegEx - Remove emojis from text" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "574b8aa0-d7f4-4968-bf81-cb9cb16fc2a9", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"**Tags:** #regex #text #emoji #remove #string #python" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "88c2e429-f0e0-44e1-a4ff-9ce3ea2ba00a", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"**Author:** [Florent Ravenel](https://www.linkedin.com/in/florent-ravenel/)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "fba0b1cc-4994-44a2-9907-b29f6d97ebe7", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"**Last update:** 2023-12-05 (Created: 2023-12-05)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "94759cd1-345e-404e-a314-91c437f218bf", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"**Description:** This notebook will show how to remove emojis from a text using RegEx and Python." | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "696eb3c2-cfbf-4774-9212-8b6c561366c1", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"**References:**\n", | ||
"- [Regular Expressions - Python Documentation](https://docs.python.org/3/library/re.html)\n", | ||
"- [Remove Emojis from Text - Stack Overflow](https://stackoverflow.com/questions/33404752/removing-emojis-from-a-string-in-python)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "6dec562d-c2e4-428e-99e3-4e4b296531dd", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"## Input" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "f3212bcb-8f14-48e8-851c-5641f82f2472", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"### Import libraries" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "ae43c8fe-0b1b-4d08-9288-f57bd10e33e8", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"import re" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "331c8e10-7d6b-4ca8-8fa4-9fb9703d8d66", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"### Setup variables\n", | ||
"- `text`: Text containing emojis" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "f34796c6-2a63-420e-b9aa-908dcd5e3d06", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"text = \"This is a text with emojis 😊😊😊\"" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "f761910f-065c-4283-9862-b7a3d4e0bda3", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"## Model" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "dcfa31dd-e669-4560-ab25-39a9d44acdf6", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"### Remove emojis from text" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "62834ce1-dee1-4dee-a047-2cca8f1e6ba5", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"This function will remove all emojis from a text using RegEx." | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "a9f88fa6-8e9c-4a2d-a7ea-630c4b03fe18", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"def remove_emojis(text):\n", | ||
" # Emoji pattern\n", | ||
" emoji_pattern = re.compile(\"[\"\n", | ||
" u\"\\U0001F600-\\U0001F64F\" # emoticons\n", | ||
" u\"\\U0001F300-\\U0001F5FF\" # symbols & pictographs\n", | ||
" u\"\\U0001F680-\\U0001F6FF\" # transport & map symbols\n", | ||
" u\"\\U0001F1E0-\\U0001F1FF\" # flags (iOS)\n", | ||
" u\"\\U00002500-\\U00002BEF\" # chinese char\n", | ||
" u\"\\U00002702-\\U000027B0\"\n", | ||
" u\"\\U00002702-\\U000027B0\"\n", | ||
" u\"\\U000024C2-\\U0001F251\"\n", | ||
" u\"\\U0001f926-\\U0001f937\"\n", | ||
" u\"\\U00010000-\\U0010ffff\"\n", | ||
" u\"\\u2640-\\u2642\"\n", | ||
" u\"\\u2600-\\u2B55\"\n", | ||
" u\"\\u200d\"\n", | ||
" u\"\\u23cf\"\n", | ||
" u\"\\u23e9\"\n", | ||
" u\"\\u231a\"\n", | ||
" u\"\\ufe0f\" # dingbats\n", | ||
" u\"\\u3030\"\n", | ||
" \"]+\", flags=re.UNICODE)\n", | ||
" # Remove emojis from the text\n", | ||
" text = emoji_pattern.sub(r'', text)\n", | ||
" return text.strip()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "97a7aac6-6f66-451c-800e-450ca28f6bba", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"## Output" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "61492b45-5d3b-4da5-9adf-016273345594", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"### Display result" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "58b4118c-3a12-4bdd-8425-bb2d02039619", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"print(remove_emojis(text))" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"id": "f527d917-519a-47ab-93b8-1264ca217b80", | ||
"metadata": { | ||
"papermill": {}, | ||
"tags": [] | ||
}, | ||
"source": [ | ||
" " | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python 3", | ||
"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": "3.9.6" | ||
}, | ||
"widgets": { | ||
"application/vnd.jupyter.widget-state+json": { | ||
"state": {}, | ||
"version_major": 2, | ||
"version_minor": 0 | ||
} | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 5 | ||
} |
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