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feat: Python - Get emojis from text #2167

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Aug 23, 2023
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feat: Python - Get emojis from text #2167

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e2f9570
feat(Python): Add Get emojis from text
FlorentLvr Aug 23, 2023
635dade
feat: update function and description
FlorentLvr Aug 23, 2023
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275 changes: 275 additions & 0 deletions Python/Python_Get_emojis_from_text.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"id": "3fb35caa-2ca9-48a1-ae3e-1622152bcf58",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"<img width=\"10%\" alt=\"Naas\" src=\"https://landen.imgix.net/jtci2pxwjczr/assets/5ice39g4.png?w=160\"/>"
]
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"cell_type": "markdown",
"id": "403870b3-c415-4834-8e44-5c56e9cd5455",
"metadata": {
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"tags": []
},
"source": [
"# Python - Get emojis from text"
]
},
{
"cell_type": "markdown",
"id": "1057a62b-5e25-473c-94bd-e5db02d873ce",
"metadata": {
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"tags": []
},
"source": [
"**Tags:** #python #text #emoji #nlp #string #library"
]
},
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"cell_type": "markdown",
"id": "b2eae274-85d5-4723-8cfb-8ed19ff7438d",
"metadata": {
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"tags": []
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"source": [
"**Author:** [Florent Ravenel](https://www.linkedin.com/in/florent-ravenel)"
]
},
{
"cell_type": "markdown",
"id": "a0ba4889-ee7f-43b4-a393-82fec597f371",
"metadata": {
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"tags": []
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"source": [
"**Last update:** 2023-08-23 (Created: 2023-08-23)"
]
},
{
"cell_type": "markdown",
"id": "ffeb11a8-69b0-4efe-a0ca-acce99538f7c",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"**Description:** This notebook will show how to get emojis from text using `emoji` and `regex` libraries."
]
},
{
"cell_type": "markdown",
"id": "2171a915-fb45-4b64-b07e-92b34cca6b1e",
"metadata": {
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"tags": []
},
"source": [
"**References:**\n",
"- [Python String - Emoji](https://www.w3schools.com/python/python_strings.asp)\n",
"- [Python Regular Expression - Emoji](https://www.w3schools.com/python/python_regex.asp)"
]
},
{
"cell_type": "markdown",
"id": "42f2c06a-731e-48ca-b8d5-319a9b2e3756",
"metadata": {
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"tags": []
},
"source": [
"## Input"
]
},
{
"cell_type": "markdown",
"id": "efb4a62f-27c7-4b0e-b927-b3e12869db2d",
"metadata": {
"papermill": {},
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"source": [
"### Import libraries"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5e349a7d-9aea-4836-829f-4f8c0d708ceb",
"metadata": {
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"outputs": [],
"source": [
"try:\n",
" import emoji\n",
"except:\n",
" !pip install emoji==1.6.3\n",
" import emoji\n",
"import regex"
]
},
{
"cell_type": "markdown",
"id": "d400aaf1-a047-47df-a3e8-05443ce1c7ef",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"### Setup variables\n",
"- `text`: Text string to extract emojis from"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "00b3fcaf-3c38-48af-89b4-e3ff560585d7",
"metadata": {
"papermill": {},
"tags": []
},
"outputs": [],
"source": [
"text = \"This is a text with emojis ✅😊😊\""
]
},
{
"cell_type": "markdown",
"id": "c9b3fb14-756f-4e4c-8a38-c0fdfd26de2e",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"## Model"
]
},
{
"cell_type": "markdown",
"id": "95661cc9-1dee-4af5-94ed-63e6e2cc46d6",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"### Get emojis from text"
]
},
{
"cell_type": "markdown",
"id": "fefced9c-8b09-4146-a1ce-d90bf2cfba8e",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"This function will extract all emojis from a text string using regular expression."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "99c20c70-3d65-4e93-b76d-7ca857939cad",
"metadata": {
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"tags": []
},
"outputs": [],
"source": [
"def get_emojis(text):\n",
" emoji_list = []\n",
" data = regex.findall(r\"\\X\", text)\n",
" for word in data:\n",
" if any(char in emoji.UNICODE_EMOJI[\"en\"] for char in word):\n",
" emoji_list.append(word)\n",
" return emoji_list"
]
},
{
"cell_type": "markdown",
"id": "7c20d481-01f6-4fc2-aa1e-09ff5d2a047d",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"## Output"
]
},
{
"cell_type": "markdown",
"id": "9c4304f9-9a13-4a70-adbe-e4e3551db1a6",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
"### Display result"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d230b44d-f6b4-4676-a5ba-08a545790b10",
"metadata": {
"papermill": {},
"tags": []
},
"outputs": [],
"source": [
"emojis = get_emojis(text)\n",
"print(emojis)"
]
},
{
"cell_type": "markdown",
"id": "e9fd37ad-33e9-4cc6-97c5-ae71c2375b36",
"metadata": {
"papermill": {},
"tags": []
},
"source": [
" "
]
}
],
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"display_name": "Python 3",
"language": "python",
"name": "python3"
},
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},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
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"pygments_lexer": "ipython3",
"version": "3.9.6"
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"state": {},
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"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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