From 571b4509c45370e02c8786cd73a004ee7ab3b19c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fran=C3=A7ois=20Pelletier?= Date: Sat, 11 Apr 2020 23:35:42 -0400 Subject: [PATCH] ajout analyse articles a jour --- analyse_articles.ipynb | 293 +++++++++++++++++++++++++++++------------ 1 file changed, 211 insertions(+), 82 deletions(-) diff --git a/analyse_articles.ipynb b/analyse_articles.ipynb index 2023d49..bc766ce 100644 --- a/analyse_articles.ipynb +++ b/analyse_articles.ipynb @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -31,7 +31,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -60,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -71,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -94,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -112,7 +112,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -128,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -137,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -146,7 +146,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -162,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -172,9 +172,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.13" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "round(nb_comm_emoji/nb_comm,2)" ] @@ -190,7 +201,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -206,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -224,7 +235,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -240,7 +251,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -256,7 +267,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -272,7 +283,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -281,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -290,7 +301,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -299,9 +310,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "d000 = commentaires_df[[\"media\",\"nb_synsets\"]].copy()\n", "d000[\"nb_synsets_tronq\"] = d000.apply(lambda x: min(20,x[\"nb_synsets\"]), axis=1)\n", @@ -315,9 +339,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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uHo57NrAEOLWqLk1yHLCqqlaM7kGSBO2C+hnAc4EXNMdfBU5q03lVnQWcNe3csbO03b9Nn5K02MwZ1FV1A4Mv/d7WfTmSpOncPU+Ses6glqSeM6glqefmnKNOsgdwDIO7E9e2r6pHdliXJKnRZtXHx4F3A+8Fbum2HEnSdG2C+uaqarUcT5I0/9rMUX8myT8k+fMkd556dV6ZJAloN6J+WvPnMUPnCrj7/JcjSZquzQ0vu46jEEnSzNqs+tiUwS3kD29OnQu8p6pu6rAuSVKjzdTHScCmwLua46c0557dVVGSpFu1CeoHV9X9h46/nOTCrgqSJK2rTVDfkmS3qvo+QJK743pqdWCnYy+eu9F6uPaEx81rf/Ptbi84e9IlaCPRJqiPAc5JciWDx2vtzGDrU0nSGLRZ9fGlJLsD92QQ1N+tqhs7r0ySBIwI6iSPrKovJ3nitEu7JaGqPtlxbZIkRo+oHwF8GThkhmsFGNSSNAazBnVVvbp5e1xV/WD4WhJvgpGkMWmz18cZM5z7xHwXIkma2ag56nsB9wG2mTZPfUdgi64LkyQNjJqjvidwMHAn1p2n/i3wnC6LkiTdatQc9aeTnAm8rKqOH2NNkqQhI+eoq+oW4DFjqkWSNIM2dyZ+Lck7gY8Cv5s6WVXf7qwqSdJabYL6L5o/jxs6V4APt5WkMWhzC/kB4yhEkjSzOddRJ9kmyVuTrGpeb0myzTiKkyS1u+HlVAZL8v66ef0GeH+XRUmSbtVmjnq3qjp86Pi1SS7oqiBJ0rrajKh/n+RhUwdJ9gN+311JkqRhbUbUzwU+2MxLB/gV8LROq5IkrdVm1ccFwP2T3LE5/k3nVUmS1mqz6mPbJG8HzmXwSK4TkmzbeWWSJKDdHPVy4OfA4cCTmvcf7bIoSdKt2sxR37mqXjd0/PokT+iqIEnSutoE9TlJlgEfa46fBHy2u5LG61tveuq89nfw8f1+QtmZ/zz9EZiS+q7N1MffAacBf2hey4EXJ/ltEr9YlKSOtVn1sfU4CpEkzazN1AdJDgUe3hyeW1VndleSJGlYm+V5/xt4AXBZ83pBc06SNAZtRtSPB/auqj8CJPkg8B3g5V0WJkkaaPNlIgwecDvFLU4laYzajKj/F/CdJOcw2Ovj4cArOq1KkrTWyKBOEuDfgaXAgxkE9cuq6idjqE2SxBxBXVWV5FNV9SBgxZhqkiQNaTNHvTLJgzuvRJI0ozZBfQCDsP5+kouSXJzkojadJzkwyRVJVie5zSqRJC9OclnT75eS7Ly+v4AkLXRtvkw8aEM6TrIEOBF4DLAGOD/Jiqq6bKjZd4B9qur6JM8F3gj8zYb8PElaqGYN6iRbAH8P3AO4GDilqm5ej773BVZX1ZVNf8uBwxjcNANAVZ0z1H4lcOR69C9Ji8KoqY8PAvswCOmDgLesZ9/bA9cMHa9pzs3mWcDnZrqQ5Kgkq5KsArZbzzokaaM2aupjz6q6L0CSU4BvrmffmeFczdgwOZLB/yk8YqbrVXUycHLTdtV61iFJG7VRQX3T1JuqunmwpHq9rAF2HDreAbh2eqMkjwZeCTyiqm5c3x8iSQvdqKC+/9B+0wG2bI7DYIn1Hefo+3xg9yS7Aj8ClgFPHm6Q5AHAe4ADq+pnG/ILSNJCN2tQV9WSP6XjZhT+POBsYAlwalVdmuQ4YFVVrQDeBGwFfLwZsV9dVYf+KT9XkhaaVvtRb6iqOgs4a9q5Y4feP7rLny9JC0Hb3fMkSRNiUEtSzxnUktRzBrUk9ZxBLUk9Z1BLUs8Z1JLUcwa1JPWcQS1JPWdQS1LPGdSS1HMGtST1nEEtST1nUEtSzxnUktRzBrUk9ZxBLUk9Z1BLUs8Z1JLUcwa1JPWcQS1JPWdQS1LPGdSS1HMGtST1nEEtST1nUEtSzxnUktRzBrUk9ZxBLUk9Z1BLUs8Z1JLUcwa1JPWcQS1JPWdQS1LPGdSS1HMGtST1nEEtST1nUEtSzxnUktRzBrUk9ZxBLUk9Z1BLUs8Z1JLUcwa1JPWcQS1JPWdQS1LPdRrUSQ5MckWS1UlePsP1zZN8tLn+jSS7dFmPJG2MOgvqJEuAE4GDgD2BI5LsOa3Zs4BfV9U9gLcBb+iqHknaWHU5ot4XWF1VV1bVH4DlwGHT2hwGfLB5/wngUUnSYU2StNFJVXXTcfIk4MCqenZz/BTgIVX1vKE2lzRt1jTH32/a/GJaX0cBRzWHW1TVXi1K6OYXk6T502pgusmYC5genm3aUFUnAyfPR1GStLHpcupjDbDj0PEOwLWztUmyCbAN8KsOa5KkjU6XQX0+sHuSXZNsBiwDVkxrswJ4WvP+ScCXq6u5GEnaSHU29VFVNyd5HnA2sAQ4taouTXIcsKqqVgCnAB9OsprBSHpZV/VI0saqsy8Te2DB/mKSFoxWXyZ6Z6Ik9ZxBLUk9Z1BLUs8Z1JLUcwa1JPWcQS1JPWdQS1LPGdSS1HNdbso0aW6XKmlBcEQtST1nUEtSzxnUktRzBrUk9ZxBLUk9Z1BLUs8Z1JLUcwa1JPWcQS1JPbeQ70xcEJJcAtww6ToEwHbALyZdhADYoqr2mnQR42JQ998NVbXPpIsQJFnl30U/JFk16RrGyakPSeo5g1qSes6g7r+TJ12A1vLvoj8W1d9FqmrSNUiSRnBELUk9Z1BLUs8Z1BOW5JYkFwy9dkmyf5Izh9ocmOSbSb7btPlokp0mWfdCkmTbof/9f5LkR0PHj5vW9oVJ3jV0/KIkNyTZZvyVL3xD/35ckuQzSe40dG2PJGclWZ3k8iQfS/Jnk6y3Kwb15P2+qvYeel01fDHJXsA7gKdV1b2qam/gI8Au4y91YaqqX0797w+8G3hb8/4kYNm05suA04eOjwDOB/7HWIpdfKb+/dgL+BXwjwBJtgA+C5xUVfeoqnsz+Pu6y+RK7Y5B3X8vA46vqsunTlTViqr66gRrWiw+ARycZHOAJLsAdwP+vTneDdgKeBWDwFa3vg5s37x/MvD1qvrM1MWqOqeqLplIZR0zqCdvy6H/zP7XGa7fB/j2uIvSYKQNfBM4sDm1DPho3bpU6ggGo+t/A+6Z5K7jr3JxSLIEeBSwojm1F/CtyVU0Xgb15A1PfYz8z+ehudTvJXnJuApc5E7n1umP6dMey4DlVfVH4JPAX425tsVgyyQXAL8E7gx8ccL1TIRB3X+XAg+EW+dSGSz232qiVS0enwIeleSBwJZV9W2AJPcDdge+mOQqBqHt9Mf8+33zz/zOwGY0c9QM/r140MSqGjODuv/eCLwyyb2Hzt1+UsUsNlX1X8C5wKnc9kvE11TVLs3rbsD2SXaeQJkLXlVdBzwfeEmSTYHTgL9I8pdTbZrVUfedVI1dMqh7rqouBl4AfKhZnncecG8G/6BqPE4H7g8sHzq3DJj+ncK/cttVIponVfUd4EJgWVX9HjgYODrJfyS5DHg68LMJltgZbyGXpJ5zRC1JPWdQS1LPGdSS1HMGtST1nEEtjZDk75L8t0nXocXNoNaik6SSfHjoeJMkPx/esbA5fyzwq6r69Sz9nJtkn+b9WcM7u0nzyaeQazH6HbBXki2b9biPAX40vVFVHde2w6p6/DzWJ63DEbUWq88BU3e1TW2uBECSOyQ5Ncn5Sb6T5LDm/JZJlie5KMlHgS2HPnNVku2a959K8q0klyY5any/khYqg1qL1XJgWbOv8f2AbwxdeyXw5ap6MHAA8KYkdwCeC1xfVfcD/oXZ95p4ZlU9CNgHeH6Sbbv6JbQ4OPWhRamqLmr2lz4COGva5ccChw7tULgFsBPwcODtQ5+/aJbun59kaifEHRls3vTL+atei41BrcVsBfBmYH9geNQb4PCqumK4cRKAkXsuJNkfeDTw0Kq6Psm5DIJe2mBOfWgxOxU4rtn4atjZDDb7CUCSBzTnvwr8bXNuLwZTJtNtA/y6Cel7AUs7qVyLikGtRauq1lTVCTNceh2wKXBRkkuaYxg8k2+rZsrjpQye/jLd54FNmjavA1bOf+VabNw9T5J6zhG1JPWcQS1JPWdQS1LPGdSS1HMGtST1nEEtST1nUEtSz/1/tySSKwtrCjQAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "d001 = commentaires_df[[\"media\",\"prop_synsets_pos\"]].copy()\n", "g001 = sns.catplot(x=\"media\", y=\"prop_synsets_pos\",\n", @@ -337,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -346,9 +383,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "d002 = commentaires_df[[\"media\",\"nb_type_pos\"]].copy()\n", "g002 = sns.catplot(x=\"media\", y=\"nb_type_pos\",\n", @@ -370,7 +420,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -384,7 +434,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -393,7 +443,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -402,7 +452,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ @@ -413,7 +463,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -422,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -431,7 +481,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ @@ -440,7 +490,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -449,7 +499,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -458,7 +508,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ @@ -467,7 +517,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ @@ -476,9 +526,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "g003 = sns.catplot(y=\"emoji\", x=\"media_count\", hue=\"media\", \n", " kind=\"bar\",\n", @@ -498,7 +561,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "metadata": {}, "outputs": [], "source": [ @@ -507,9 +570,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "d004 = commentaires_df[['media','nb_mots_majuscules']].copy()\n", "g004 = sns.catplot(x=\"media\", y=\"nb_mots_majuscules\",\n", @@ -529,7 +605,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "metadata": {}, "outputs": [], "source": [ @@ -539,7 +615,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "metadata": {}, "outputs": [], "source": [ @@ -548,7 +624,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": {}, "outputs": [], "source": [ @@ -560,7 +636,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "metadata": {}, "outputs": [], "source": [ @@ -570,9 +646,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "d005 = commentaires_df[['media','nb_punct_succ','units']].groupby([\"media\",'nb_punct_succ']).agg(\"sum\").reset_index([\"media\",'nb_punct_succ']).copy()\n", "g005 = sns.barplot(x='nb_punct_succ',y='units', hue='media',data=d005);\n", @@ -592,7 +681,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "metadata": {}, "outputs": [], "source": [ @@ -601,7 +690,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "metadata": {}, "outputs": [], "source": [ @@ -611,7 +700,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ @@ -627,7 +716,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ @@ -637,7 +726,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": {}, "outputs": [], "source": [ @@ -646,7 +735,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": {}, "outputs": [], "source": [ @@ -656,7 +745,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ @@ -674,7 +763,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "metadata": {}, "outputs": [], "source": [ @@ -684,7 +773,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "metadata": {}, "outputs": [], "source": [ @@ -693,7 +782,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "metadata": {}, "outputs": [], "source": [ @@ -703,7 +792,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "metadata": {}, "outputs": [], "source": [ @@ -712,7 +801,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "metadata": {}, "outputs": [], "source": [ @@ -721,7 +810,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ @@ -732,7 +821,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 63, "metadata": {}, "outputs": [], "source": [ @@ -741,7 +830,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 64, "metadata": {}, "outputs": [], "source": [ @@ -750,7 +839,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 65, "metadata": {}, "outputs": [], "source": [ @@ -759,9 +848,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 66, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "g006 = sns.catplot(x=\"media\", y=\"prop_ner_list_inter\",\n", " kind=\"boxen\",\n", @@ -780,7 +882,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 67, "metadata": {}, "outputs": [], "source": [ @@ -789,7 +891,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 68, "metadata": {}, "outputs": [], "source": [ @@ -798,7 +900,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 69, "metadata": {}, "outputs": [], "source": [ @@ -807,7 +909,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 70, "metadata": {}, "outputs": [], "source": [ @@ -816,7 +918,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -826,7 +928,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 72, "metadata": {}, "outputs": [], "source": [ @@ -838,7 +940,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 73, "metadata": {}, "outputs": [], "source": [ @@ -847,7 +949,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 74, "metadata": {}, "outputs": [], "source": [ @@ -856,7 +958,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 75, "metadata": {}, "outputs": [], "source": [ @@ -865,7 +967,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 76, "metadata": {}, "outputs": [], "source": [ @@ -874,9 +976,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 77, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "g007 = sns.catplot(x=\"media\", y=\"prop_synsets_inter\",\n", " kind=\"boxen\",\n", @@ -886,6 +1001,20 @@ "g007.savefig(\"g007.pdf\")" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, @@ -910,7 +1039,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.7.3" } }, "nbformat": 4,