├── LICENSE ├── README.md └── Text_Emotion_Detection_in_Python.ipynb /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2022 amrrs 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # emotion-detection-from-text-python 2 | Emotion Detection from Text 3 | -------------------------------------------------------------------------------- /Text_Emotion_Detection_in_Python.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "nbformat": 4, 3 | "nbformat_minor": 0, 4 | "metadata": { 5 | "colab": { 6 | "name": "Text Emotion Detection in Python", 7 | "provenance": [] 8 | }, 9 | "kernelspec": { 10 | "name": "python3", 11 | "display_name": "Python 3" 12 | }, 13 | 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"align_content": null, 2051 | "visibility": null, 2052 | "align_self": null, 2053 | "height": null, 2054 | "min_height": null, 2055 | "padding": null, 2056 | "grid_auto_rows": null, 2057 | "grid_gap": null, 2058 | "max_width": null, 2059 | "order": null, 2060 | "_view_module_version": "1.2.0", 2061 | "grid_template_areas": null, 2062 | "object_position": null, 2063 | "object_fit": null, 2064 | "grid_auto_columns": null, 2065 | "margin": null, 2066 | "display": null, 2067 | "left": null 2068 | } 2069 | } 2070 | } 2071 | } 2072 | }, 2073 | "cells": [ 2074 | { 2075 | "cell_type": "code", 2076 | "execution_count": 1, 2077 | "metadata": { 2078 | "colab": { 2079 | "base_uri": "https://localhost:8080/" 2080 | }, 2081 | "id": "xHPBQWo99u0v", 2082 | "outputId": "79be2323-1b63-4d24-87c9-ecf0e4119c68" 2083 | }, 2084 | "outputs": [ 2085 | { 2086 | "output_type": "stream", 2087 | "name": "stdout", 2088 | "text": [ 2089 | "\u001b[K |████████████████████████████████| 3.4 MB 14.8 MB/s \n", 2090 | "\u001b[K |████████████████████████████████| 3.3 MB 32.8 MB/s \n", 2091 | "\u001b[K |████████████████████████████████| 61 kB 519 kB/s \n", 2092 | "\u001b[K |████████████████████████████████| 596 kB 68.4 MB/s \n", 2093 | "\u001b[K |████████████████████████████████| 895 kB 75.3 MB/s \n", 2094 | "\u001b[?25h" 2095 | ] 2096 | } 2097 | ], 2098 | "source": [ 2099 | "! pip install transformers -q" 2100 | ] 2101 | }, 2102 | { 2103 | "cell_type": "code", 2104 | "source": [ 2105 | "from transformers import pipeline\n" 2106 | ], 2107 | "metadata": { 2108 | "id": "RSgT6kyd9xLH" 2109 | }, 2110 | "execution_count": 2, 2111 | "outputs": [] 2112 | }, 2113 | { 2114 | "cell_type": "code", 2115 | "source": [ 2116 | "# tokenizer = RobertaTokenizerFast.from_pretrained(\"arpanghoshal/EmoRoBERTa\")\n", 2117 | "# model = TFRobertaForSequenceClassification.from_pretrained(\"arpanghoshal/EmoRoBERTa\")\n" 2118 | ], 2119 | "metadata": { 2120 | "id": "xg-GPOSE92fa" 2121 | }, 2122 | "execution_count": null, 2123 | "outputs": [] 2124 | }, 2125 | { 2126 | "cell_type": "code", 2127 | "source": [ 2128 | "emotion = pipeline('sentiment-analysis', model='arpanghoshal/EmoRoBERTa')" 2129 | ], 2130 | "metadata": { 2131 | "colab": { 2132 | "base_uri": "https://localhost:8080/", 2133 | "height": 316, 2134 | "referenced_widgets": [ 2135 | "7a9a616765b742658ee6e8ce5d5340ad", 2136 | "1200d6ba61914a7e91195b70c09b9167", 2137 | "028f826abe6f4c939413a2eb41d2931d", 2138 | "b5c6d50e0033401383c8bbdb6ebdda86", 2139 | "0999fcfe524841bc950ad1de15e329c3", 2140 | "39cfd23630954ff6a0bcf4fc5450d216", 2141 | "d68c33d406d4471ab114b90501e31e54", 2142 | "26fa10bd91004a5188fb28df3aa08386", 2143 | "cd144cb8cde344658ee1500f7f2b7f12", 2144 | "83b654a605fd42d19429a1d51c1a339b", 2145 | "41bb8ffdb7ef4c20ade8c0820262f203", 2146 | "770f7ead350f4a5680e3a7fdc9d662a4", 2147 | "29c9b1144bf3452eaa0a1014afe5b2de", 2148 | "5897b806d12346699a195262082c8ca8", 2149 | "5186e16612a2461fa48e2b976116f33b", 2150 | "5f88af487b0d4edb84e9f02cafb46cdd", 2151 | "ff41cd9b1ce146d094326f27399d9521", 2152 | "238aa5c0d9ee428ebb393beb062941c0", 2153 | "111206b859fa4d2685bf5c7c1cae2c8a", 2154 | "5817a30a4a644d2982efd4724aa9e8cb", 2155 | "30793a8afeec4327916c2779fe1257c2", 2156 | "d6b2de62e15741848f0b5bd123412920", 2157 | "2fdfae4ec07f4709a4007c8fc7a3369c", 2158 | "8ade731955254d9db84bddbd52d3a679", 2159 | "66c92823652f4bada960d0870e39f11d", 2160 | "3678a5633ab34d2ca20a8ace854e3a2a", 2161 | "e21d4d9d112a4506bd284acd6e0624c8", 2162 | "46145941d91a4e3d843764b9abaa6fce", 2163 | "815fc9639e144446931b5cb0f74ba205", 2164 | "d260df49ab6c45b4b6b3ec72aa15ed3d", 2165 | "24a3e2354b824b579c561313feb7ad9c", 2166 | "43429bac3bea4994822581bad45daa82", 2167 | "70d1a50712b74c3b899851cff26e3c6d", 2168 | "85cacf8c53364e5492783192e5198402", 2169 | "d618aa424e704668b8b6c9cfdbfb044a", 2170 | "42e40c8d149b4bfe89b0a36b3a36a73a", 2171 | "7e314dbf48d8415bab345b78377a2159", 2172 | "f92816cbe1f84782babe86d389a6b4ba", 2173 | "52744c4e5b464a4b8be3b7b3f97eae94", 2174 | "c0c0268ed2864eaebe9aa3073da74294", 2175 | "b53aae2fad46436ab1103ce9c7d5fd54", 2176 | "9c74a18704fc4e62a4cdd50b22902a05", 2177 | "337134fc702b4afea607f2e6e8607dd9", 2178 | "83286de6ebce44799695b30a5a6bad94", 2179 | "033064504ad1448d810beadba4aef8ba", 2180 | "9275ca97a17644c6b77c28891a92a74e", 2181 | "ebd65052b656485fbee735bf2e8f6881", 2182 | "1004835b708d4dda929634b10171ea40", 2183 | "6e5513bf569b496dadfe241bf34fe893", 2184 | "23b50e0702fb4f37a59bd00a6f62e2e9", 2185 | "a54e534f615245f8bd347c573f7f1314", 2186 | "38d2d1f400ae45b2894f9b22fee251b6", 2187 | "9248b018bc5b4b00adda89e7c7d5621c", 2188 | "f08209165e73459c82aa9349f7058c6a", 2189 | "c283e632a7b44975ba49ca103187e956", 2190 | "41695d09215b4b1b8713c551130982ab", 2191 | "12c4686e974341db834fe83db0defc7c", 2192 | "7e29e5d2dfd84b3293e4ff79f33f7341", 2193 | "7bb672ffe48e4a1bace64b05c72f1479", 2194 | "49efa9bb33434800b76ba42e14dcb916", 2195 | "820b796243d64a168cc811b1f0d25e2f", 2196 | "6d4ba31ea393460ebb1d80cec280184e", 2197 | "02b93e18080f42029f966b6d735b079f", 2198 | "86c9e9561cba463e9c352342fb8e49ad", 2199 | "93166fa8d34042cb9248dd4749529148", 2200 | "c649855cce9e49ee8e8a0954e4480093" 2201 | ] 2202 | }, 2203 | "id": "6IhUT_2i949J", 2204 | "outputId": "fbc2aff1-9ce4-4a5b-d2b5-f10076ba6e1b" 2205 | }, 2206 | "execution_count": 3, 2207 | "outputs": [ 2208 | { 2209 | "output_type": "display_data", 2210 | "data": { 2211 | "application/vnd.jupyter.widget-view+json": { 2212 | "model_id": "7a9a616765b742658ee6e8ce5d5340ad", 2213 | "version_minor": 0, 2214 | "version_major": 2 2215 | }, 2216 | "text/plain": [ 2217 | "Downloading: 0%| | 0.00/1.68k [00:00, ?B/s]" 2218 | ] 2219 | }, 2220 | "metadata": {} 2221 | }, 2222 | { 2223 | "output_type": "stream", 2224 | "name": "stderr", 2225 | "text": [ 2226 | "404 Client Error: Not Found for url: https://huggingface.co/arpanghoshal/EmoRoBERTa/resolve/main/pytorch_model.bin\n" 2227 | ] 2228 | }, 2229 | { 2230 | "output_type": "display_data", 2231 | "data": { 2232 | "application/vnd.jupyter.widget-view+json": { 2233 | "model_id": "770f7ead350f4a5680e3a7fdc9d662a4", 2234 | "version_minor": 0, 2235 | "version_major": 2 2236 | }, 2237 | "text/plain": [ 2238 | "Downloading: 0%| | 0.00/478M [00:00, ?B/s]" 2239 | ] 2240 | }, 2241 | "metadata": {} 2242 | }, 2243 | { 2244 | "output_type": "stream", 2245 | "name": "stderr", 2246 | "text": [ 2247 | "All model checkpoint layers were used when initializing TFRobertaForSequenceClassification.\n", 2248 | "\n", 2249 | "All the layers of TFRobertaForSequenceClassification were initialized from the model checkpoint at arpanghoshal/EmoRoBERTa.\n", 2250 | "If your task is similar to the task the model of the checkpoint was trained on, you can already use TFRobertaForSequenceClassification for predictions without further training.\n" 2251 | ] 2252 | }, 2253 | { 2254 | "output_type": "display_data", 2255 | "data": { 2256 | "application/vnd.jupyter.widget-view+json": { 2257 | "model_id": "2fdfae4ec07f4709a4007c8fc7a3369c", 2258 | "version_minor": 0, 2259 | "version_major": 2 2260 | }, 2261 | "text/plain": [ 2262 | "Downloading: 0%| | 0.00/25.0 [00:00, ?B/s]" 2263 | ] 2264 | }, 2265 | "metadata": {} 2266 | }, 2267 | { 2268 | "output_type": "display_data", 2269 | "data": { 2270 | "application/vnd.jupyter.widget-view+json": { 2271 | "model_id": "85cacf8c53364e5492783192e5198402", 2272 | "version_minor": 0, 2273 | "version_major": 2 2274 | }, 2275 | "text/plain": [ 2276 | "Downloading: 0%| | 0.00/780k [00:00, ?B/s]" 2277 | ] 2278 | }, 2279 | "metadata": {} 2280 | }, 2281 | { 2282 | "output_type": "display_data", 2283 | "data": { 2284 | "application/vnd.jupyter.widget-view+json": { 2285 | "model_id": "033064504ad1448d810beadba4aef8ba", 2286 | "version_minor": 0, 2287 | "version_major": 2 2288 | }, 2289 | "text/plain": [ 2290 | "Downloading: 0%| | 0.00/446k [00:00, ?B/s]" 2291 | ] 2292 | }, 2293 | "metadata": {} 2294 | }, 2295 | { 2296 | "output_type": "display_data", 2297 | "data": { 2298 | "application/vnd.jupyter.widget-view+json": { 2299 | "model_id": "41695d09215b4b1b8713c551130982ab", 2300 | "version_minor": 0, 2301 | "version_major": 2 2302 | }, 2303 | "text/plain": [ 2304 | "Downloading: 0%| | 0.00/239 [00:00, ?B/s]" 2305 | ] 2306 | }, 2307 | "metadata": {} 2308 | } 2309 | ] 2310 | }, 2311 | { 2312 | "cell_type": "code", 2313 | "source": [ 2314 | "emotion_labels = emotion(\"I'm sorry that the order got delayed\")\n" 2315 | ], 2316 | "metadata": { 2317 | "id": "N1s1v4Zg-IR8" 2318 | }, 2319 | "execution_count": 53, 2320 | "outputs": [] 2321 | }, 2322 | { 2323 | "cell_type": "code", 2324 | "source": [ 2325 | "emotion_labels" 2326 | ], 2327 | "metadata": { 2328 | "colab": { 2329 | "base_uri": "https://localhost:8080/" 2330 | }, 2331 | "id": "Kdpl4lmg-_v6", 2332 | "outputId": "f22e64f1-1df9-47e1-c741-315726f38504" 2333 | }, 2334 | "execution_count": 54, 2335 | "outputs": [ 2336 | { 2337 | "output_type": "execute_result", 2338 | "data": { 2339 | "text/plain": [ 2340 | "[{'label': 'remorse', 'score': 0.7496773600578308}]" 2341 | ] 2342 | }, 2343 | "metadata": {}, 2344 | "execution_count": 54 2345 | } 2346 | ] 2347 | }, 2348 | { 2349 | "cell_type": "code", 2350 | "source": [ 2351 | "emotion_labels[0]['label']" 2352 | ], 2353 | "metadata": { 2354 | "colab": { 2355 | "base_uri": "https://localhost:8080/", 2356 | "height": 35 2357 | }, 2358 | "id": "Hrv1TJmK-ZNo", 2359 | "outputId": "69e36bb1-12d7-4576-d597-9721c6dd605a" 2360 | }, 2361 | "execution_count": 55, 2362 | "outputs": [ 2363 | { 2364 | "output_type": "execute_result", 2365 | "data": { 2366 | "application/vnd.google.colaboratory.intrinsic+json": { 2367 | "type": "string" 2368 | }, 2369 | "text/plain": [ 2370 | "'remorse'" 2371 | ] 2372 | }, 2373 | "metadata": {}, 2374 | "execution_count": 55 2375 | } 2376 | ] 2377 | }, 2378 | { 2379 | "cell_type": "code", 2380 | "source": [ 2381 | "import pandas as pd" 2382 | ], 2383 | "metadata": { 2384 | "id": "SwC8nqKx-aab" 2385 | }, 2386 | "execution_count": 56, 2387 | "outputs": [] 2388 | }, 2389 | { 2390 | "cell_type": "code", 2391 | "source": [ 2392 | "large_text = pd.read_csv('https://github.com/abishekarun/Text-Emotion-Classification/blob/master/text_emotion.csv?raw=true')" 2393 | ], 2394 | "metadata": { 2395 | "id": "LGdGk6cP_WNZ" 2396 | }, 2397 | "execution_count": 58, 2398 | "outputs": [] 2399 | }, 2400 | { 2401 | "cell_type": "code", 2402 | "source": [ 2403 | "large_text.shape" 2404 | ], 2405 | "metadata": { 2406 | "colab": { 2407 | "base_uri": "https://localhost:8080/" 2408 | }, 2409 | "id": "6cJl7F96_aVw", 2410 | "outputId": "3ba0ba08-78cd-4bd0-8db2-ad0ff3f7792e" 2411 | }, 2412 | "execution_count": 59, 2413 | "outputs": [ 2414 | { 2415 | "output_type": "execute_result", 2416 | "data": { 2417 | "text/plain": [ 2418 | "(40000, 4)" 2419 | ] 2420 | }, 2421 | "metadata": {}, 2422 | "execution_count": 59 2423 | } 2424 | ] 2425 | }, 2426 | { 2427 | "cell_type": "code", 2428 | "source": [ 2429 | "large_text.head()" 2430 | ], 2431 | "metadata": { 2432 | "colab": { 2433 | "base_uri": "https://localhost:8080/", 2434 | "height": 204 2435 | }, 2436 | "id": "zS_G-mqzFm8O", 2437 | "outputId": "65b28cd2-9f75-4c95-d54b-858b7d3200a9" 2438 | }, 2439 | "execution_count": 60, 2440 | "outputs": [ 2441 | { 2442 | "output_type": "execute_result", 2443 | "data": { 2444 | "text/html": [ 2445 | "\n", 2446 | "
\n", 2466 | " | tweet_id | \n", 2467 | "sentiment | \n", 2468 | "author | \n", 2469 | "content | \n", 2470 | "
---|---|---|---|---|
0 | \n", 2475 | "1956967341 | \n", 2476 | "empty | \n", 2477 | "xoshayzers | \n", 2478 | "@tiffanylue i know i was listenin to bad habi... | \n", 2479 | "
1 | \n", 2482 | "1956967666 | \n", 2483 | "sadness | \n", 2484 | "wannamama | \n", 2485 | "Layin n bed with a headache ughhhh...waitin o... | \n", 2486 | "
2 | \n", 2489 | "1956967696 | \n", 2490 | "sadness | \n", 2491 | "coolfunky | \n", 2492 | "Funeral ceremony...gloomy friday... | \n", 2493 | "
3 | \n", 2496 | "1956967789 | \n", 2497 | "enthusiasm | \n", 2498 | "czareaquino | \n", 2499 | "wants to hang out with friends SOON! | \n", 2500 | "
4 | \n", 2503 | "1956968416 | \n", 2504 | "neutral | \n", 2505 | "xkilljoyx | \n", 2506 | "@dannycastillo We want to trade with someone w... | \n", 2507 | "
\n", 2804 | " | tweet_id | \n", 2805 | "sentiment | \n", 2806 | "author | \n", 2807 | "content | \n", 2808 | "emotion | \n", 2809 | "
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0 | \n", 2814 | "1956967341 | \n", 2815 | "empty | \n", 2816 | "xoshayzers | \n", 2817 | "@tiffanylue i know i was listenin to bad habi... | \n", 2818 | "neutral | \n", 2819 | "
1 | \n", 2822 | "1956967666 | \n", 2823 | "sadness | \n", 2824 | "wannamama | \n", 2825 | "Layin n bed with a headache ughhhh...waitin o... | \n", 2826 | "neutral | \n", 2827 | "
2 | \n", 2830 | "1956967696 | \n", 2831 | "sadness | \n", 2832 | "coolfunky | \n", 2833 | "Funeral ceremony...gloomy friday... | \n", 2834 | "joy | \n", 2835 | "
3 | \n", 2838 | "1956967789 | \n", 2839 | "enthusiasm | \n", 2840 | "czareaquino | \n", 2841 | "wants to hang out with friends SOON! | \n", 2842 | "joy | \n", 2843 | "
4 | \n", 2846 | "1956968416 | \n", 2847 | "neutral | \n", 2848 | "xkilljoyx | \n", 2849 | "@dannycastillo We want to trade with someone w... | \n", 2850 | "desire | \n", 2851 | "
... | \n", 2854 | "... | \n", 2855 | "... | \n", 2856 | "... | \n", 2857 | "... | \n", 2858 | "... | \n", 2859 | "
95 | \n", 2862 | "1956989514 | \n", 2863 | "sadness | \n", 2864 | "yellowduckx | \n", 2865 | "@sweeetnspicy hiii im on my ipod...i cant fall... | \n", 2866 | "neutral | \n", 2867 | "
96 | \n", 2870 | "1956989526 | \n", 2871 | "sadness | \n", 2872 | "KaKuBby | \n", 2873 | "dont wanna work 11-830 tomorrow but i get paid | \n", 2874 | "disapproval | \n", 2875 | "
97 | \n", 2878 | "1956989560 | \n", 2879 | "sadness | \n", 2880 | "benchidol | \n", 2881 | "feels sad coz i wasnt able to play with the gu... | \n", 2882 | "sadness | \n", 2883 | "
98 | \n", 2886 | "1956989561 | \n", 2887 | "neutral | \n", 2888 | "outrAjusCharmer | \n", 2889 | "PrinceCharming | \n", 2890 | "neutral | \n", 2891 | "
99 | \n", 2894 | "1956989601 | \n", 2895 | "hate | \n", 2896 | "M0anique | \n", 2897 | "@ cayogial i wanted to come to BZ this summer ... | \n", 2898 | "disappointment | \n", 2899 | "
100 rows × 5 columns
\n", 2903 | "