From 37ae35228fca35be6aa5a2116539105cd9db58e9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dami=C3=A1n=20Ponce?= Date: Thu, 28 Sep 2023 22:53:25 -0300 Subject: [PATCH] e --- .DS_Store | Bin 6148 -> 6148 bytes .../chat-analysis/.idea/chat-analysis.iml | 2 +- datascience/chat-analysis/analysis.ipynb | 225 +++++++++--------- src/.eslintrc.json | 2 +- 4 files changed, 109 insertions(+), 120 deletions(-) diff --git a/.DS_Store b/.DS_Store index 8b7548fbee404b8ebb04e413f1176911fd9a5d61..5eb88e952f33fa880fba63e50a694bc5e1aab14a 100644 GIT binary patch delta 404 zcmZoMXfc@JFDS&oz`)4BAi$85ZWx@LpIfk5kYhD-JxG{^L60GwA(Np5CIu8@U@-4; zN0!UYcX3I|$xi}`am+GaEutNF#1U0K1+RQT2E>zGnK!BVA3Yf_}Eb7d*e|Uhj)Z_pb z9+m}M_cu*WV9|mx - + \ No newline at end of file diff --git a/datascience/chat-analysis/analysis.ipynb b/datascience/chat-analysis/analysis.ipynb index 0531ff3..3662643 100644 --- a/datascience/chat-analysis/analysis.ipynb +++ b/datascience/chat-analysis/analysis.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "outputs": [], "source": [ "%matplotlib inline\n", @@ -49,58 +49,57 @@ " continue\n", " for char in templates[key]:\n", " # print(char)\n", - " match char:\n", - " # Two-digit day\n", - " case \"D\":\n", - " if numBetween(line[i:i + 2], 1, 31):\n", - " line_output[\"day\"] = line[i:i + 2]\n", - " i += 2\n", - " else:\n", - " break\n", - " # Two-digit month\n", - " case \"M\":\n", - " if numBetween(line[i:i + 2], 1, 12):\n", - " line_output[\"month\"] = line[i:i + 2]\n", - " i += 2\n", - " else:\n", - " break\n", - " # Four-digit year\n", - " case \"Y\":\n", - " if numBetween(line[i:i + 4], 1816, 3016):\n", - " line_output[\"year\"] = line[i:i + 4]\n", - " i += 4\n", - " else:\n", - " break\n", - " # Two-digit hour\n", - " case \"H\":\n", - " if numBetween(line[i:i + 2], 0, 23):\n", - " line_output[\"hour\"] = line[i:i + 2]\n", - " i += 2\n", - " else:\n", - " break\n", - " # Two-digit minute\n", - " case \"m\":\n", - " if numBetween(line[i:i + 2], 0, 59):\n", - " line_output[\"minute\"] = line[i:i + 2]\n", - " i += 2\n", - " else:\n", - " break\n", - " # Username\n", - " case \"U\":\n", - " if line.find(\":\", i) != -1:\n", - " n = line.find(\":\", i)\n", - " line_output[\"user\"] = line[i:n]\n", - " i = n\n", - " else:\n", - " line_output[\"user\"] = \"System message\"\n", - " j = len(templates[key])\n", - " break\n", - " # Everything else\n", - " case _:\n", - " if line[i] == char:\n", - " i += 1\n", - " else:\n", - " break\n", + " if char == \"D\":\n", + " # Two-digit day\n", + " if numBetween(line[i:i + 2], 1, 31):\n", + " line_output[\"day\"] = line[i:i + 2]\n", + " i += 2\n", + " else:\n", + " break\n", + " # Two-digit month\n", + " elif char == \"M\":\n", + " if numBetween(line[i:i + 2], 1, 12):\n", + " line_output[\"month\"] = line[i:i + 2]\n", + " i += 2\n", + " else:\n", + " break\n", + " # Four-digit year\n", + " elif char == \"Y\":\n", + " if numBetween(line[i:i + 4], 1816, 3016):\n", + " line_output[\"year\"] = line[i:i + 4]\n", + " i += 4\n", + " else:\n", + " break\n", + " # Two-digit hour\n", + " elif char == \"H\":\n", + " if numBetween(line[i:i + 2], 0, 23):\n", + " line_output[\"hour\"] = line[i:i + 2]\n", + " i += 2\n", + " else:\n", + " break\n", + " # Two-digit minute\n", + " elif char == \"m\":\n", + " if numBetween(line[i:i + 2], 0, 59):\n", + " line_output[\"minute\"] = line[i:i + 2]\n", + " i += 2\n", + " else:\n", + " break\n", + " # Username\n", + " elif char == \"U\":\n", + " if line.find(\":\", i) != -1:\n", + " n = line.find(\":\", i)\n", + " line_output[\"user\"] = line[i:n]\n", + " i = n\n", + " else:\n", + " line_output[\"user\"] = \"System message\"\n", + " j = len(templates[key])\n", + " break\n", + " # Everything else\n", + " else:\n", + " if line[i] == char:\n", + " i += 1\n", + " else:\n", + " break\n", " j += 1\n", " if j == len(templates[key]):\n", " line_output[\"msgLen\"] = len(line) - i\n", @@ -166,36 +165,30 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "outputs": [ { "data": { - "text/plain": "
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L6IBzgJMiYg9SD2X/Jg/7GnBgROwKvF3SjpJ2AvYCdgEOBC5oRfvMzFplIOsrfHTL6j5zq0Lfo8ABNbd3Bu7Mf74Z2LvJY3aJiMckvYq0ftMiYHdgdkRkEfE4MFHSxi1qo5nZasuySuGjW1Y3MLRkE+SIuA5YVnOqEhGDdS8kffA3Pma5pF1JQ01PA78H1gWerynW9LFmZt1SzSqFj24ZrVt71uYT1gGek3Q08KH83Eci4smI+CHwWkmnA8cDC/LydY/tQHvNzAppVU9A0gTgItLkoAw4ElhMk/xs2dzraBlKavSgpP7856nA3Ig4PyL6I6IfeErSXEnr52UWkoLJPcA+kvokbQn0RcSzbWqjmVlpLewx7AcQEbsBJ5G2R1gpP7squdfCPQZJm5G29KwAm0fEfcAXij6+pM8DF0maBDwCXFt7Z0Rkks4Cbpa0BPgDcHhELJI0F7iPFPSmt6l9ZmarpFU9hoi4QdKs/OZWpNGRvanPz74HCPLcK/C4pImSNo6IZ4aqu+iy25cA7wDWBtYiJYt3jYgfrcLraSoifkvaW5qImEeKcMOVv5F0bUXj+VOBU1vVLjOzVmrlbKM813oZ8AHSUPu7m+Rn1yUNs9NwfvUCA7AD8EbgW8CJNHyDNzOzYsoklSVNA6bVnJrRuIBpRHxc0nHA/cCaNXcN5lhfoGTutWhgWJAP36wdEc9KKvgwMzOrVWYoKQ8CTVeylvRRYIuIOBN4iZRn/bGk/oiYQ8rP3gHMB76SD79vQYHca9HA8BNJ/0BK+n6HNJxkZmYlldtyaFjfBb4t6S5S/vdYUk62Lj8bEQNlc69FA8M/kbooL5OiUMtyC2Zm40kLk88vAn/f5K6V8rNlc6/DBgZJm5ISF5cDHyXNSJoP3AS8veiTmJlZ0s2lLooaqcewK3AM6QKKwXGuKnBrOxtlZjZW9fzqqhFxA3CDpPdGxP/vTJPMzMauaksWEmqvkYaS/oN8PSRJB9fe5x3dzMzKy9q2YETrjDSUdGFHWmFmNk6MhaGkOwEkrQMcB2wOzAJ+3v6mdUhWvF+XsbyNDbFBlRLfqLJs2ciFBuutrFGiEcXXl6xUiicTlw28WLwNJVVKrImZZcX/lisl3osyy69Vq4uL19o3ZeRCdXUvKVw2a+UE0iLP1wNDSUV/i5cCvwG2JS1xfUnbWmRmNoaNpY16NoyIS4FlEXFviceZmVmNMbUfg6Q35P/fAjymYma2KnpgJKlwYPgMaThpe9ICep9qW4vMzMawnk8+S3qMFQGuQlqmdRPgKlKQMDOzEjqb6l41I+UK3gD8JWmFvg9HxHbAAcDd7W6YmdlYlGWVwke3DBsYImJJRCwGth7cIzQiHiQtkWFmZiUNZJXCR7cUzTE8J+lfgAeAd5K20mw7ST8lbTIB8FhEHNqkzAeAvxu8ElvSrsC5pAT57Ig4rRNtNTMroudzDDU+AhwJvA/4bzqwdaakKUAlIvqHKXMusA/wUM3pC4EPkq67+C9JO+a9HDOzruuFHEOhwJCv+312m9vSaAdgLUmzSe08MSJ+2FDmXuAG4JMAktYFJkfEo/ntW0mbYzswmNmo0M3cQVGj+UK1l4CzSD2CI4ErJdUFsoi4mvppweuyYugJVmx6bWY2KlRLHN1SZhGUTpsHzI+IDJgnaX0gJD0BXBERzZblKL3ptZlZJw1UR3+PYTQHhsOANwFHSdoc+CPwVxEx5FXXEfGCpKWStiblGPYBnHw2s1FjLF353A2XADMl3U16Lw8bLijUOBK4EphAmpV0fxvbaGZWSi/MSqpkvbAGbBv1VSYVfgOynoj1va/Mstul6m3Tstt9bVqWuqwyS2mXUWbZ7Wq2tHjFJdpbdtntLCs+Ql9m2e2BgedX+4/zy1tPL/xBctyjF3QliozmHoOZ2ZjTC7OSHBjMzDpozFzHYGZmrdHNpS6KcmAwM+ugag+kKh0YzMw6qBfm+zgwmJl1ULVNs+5ayYHBzKyD3GMwM7M6rZqVJGkN0pbLrwUmA6eTVr+eSboo+GFgekRUJZ0C7EvajuDYwf11hjLuA0Olb3LxsiUumil1oY/VqxTvalfK/AmXuFBrYt/axctOWLN4G0qoVpeVKl/mQq211ti4cNmXlj1TuOwaleLvW7XEBW5rTtygcFmA5dmSwmWXLl9Yqu7VNdC6HsPBwIKI+KikDUjbDzwEnBQRcyRdCOwv6XfAXsAuwGuA64C3DVfxaF5d1cxszKlmlcLHCK4BTs5/rpB6AzsDd+bnbiZtO7A7aXmgLCIeByZKGvabwbjvMZiZdVKZHIOkacC0mlMzImIGQEQsysusA1wLnAScla9IDSu2HVgXWFBTx+D5IbuCDgxmZh1UJseQB4EZQ90v6TXA9cA3IuIqSV+puXtw24HS2xF4KMnMrIOyrPgxHEmbALOB4yLi0vz0g5L685+nAnOBe4B9JPVJ2hLoi4hnh6vbPQYzsw5a3rrk84nA+sDJkgZzDccA50maBDwCXBsRA5LmAveROgPTR6rYgcHMrINaFRci4hhSIGi0V5OypwKnFq3bgcHMrIO8VlKLNbugIyJuaijzU1KyBeCxiDi0o400MxuGr3xuvWYXdLwSGCRNASoR0d+d5pmZDc/7MbTeNaT5urDigo5aOwBrSZpNem0nRsQPO9g+M7NheSipxYa4oKPWS8BZwMXAtsDNkhQR7dkM18yspBYuidE2PRUYoP6CDuAmSXPyu24jBYX5+ZV/8yQtADYDnuhGW83MGjnH0GI1F3QcHRG356f7a+7/FPAm4ChJm5MuBf9Dp9tpZjYU5xhar9kFHVMj4uX850uAmZLuJk0XPszDSGY2mjjH0GLDXNAxeP9S4KDOtcjMrJweiAu9FRjMzHrdQA+MJTkwmJl1UA/EBQcGM7NOqvbAtCQHBjOzDhr9YcGBwcysozwryczM6mQ90GdwYDAz66AWbtTTNg4MZmYdlDn5PPpN7Ftn5EK5gerLIxcalC1dhdYYQJYVn9BX6Su+bfmGa25fuOyS6qLCZTfve0PhsmWsX/2LUuV/3fezwmU35nWFyy6YtGbhsm/Odihcdl7fo4XLrpdtVLgsQF9W/O/ihSl/LlX36vJ0VTMzq+Meg5mZ1XGPwczM6vgCNzMzqzPg6apmZlar6sBgZma1PJRkZmZ1fOVzm0jaBfhyRPQ3nF8DuBR4LTAZOD0ibup4A83MhtALQ0nFrwIZJSR9AbgYmNLk7oOBBRGxB/A3wPmdbJuZ2UgGqBY+uqUXewyPAgcAVzS57xrg2vznCuD9ns1sVGl1j6F2BEXSNsBM0ureDwPTI6Iq6RRgX9Jn4rER8cBwdfZcjyEirgOWDXHfoohYKGkdUoA4qaONMzMbQbVSLXyMpMkIyjnASfmoSQXYX9JOwF7ALsCBwAUj1duLPYZXSHoVMCu/eVtEnCHpNcD1wDci4qrutc7MbGUt7jE0jqDsDNyZ/3wz8B4ggNkRkQGPS5ooaeOIeGaoSns6METEIqB/8LakTYDZwNERcXu32mVmNpSsRO5A0jRgWs2pGRExY/BGRFwn6bU191fyAACwEFgPWBdYUFNm8PzYDAxNnAisD5ws6eT83NSIKLEsqplZ+5TpMeRBYMaIBWurX2Ed4DnghfznxvND6snAEBG/BXZtcv4Y4JiON8jMrKDllbbOiXlQUn9EzAGmAncA84GvSDoL2ALoi4hnh6ukJwODmVmvqrZ3GurngYskTQIeAa6NiAFJc4H7SBOOpo9UiQODmVkHlckxFFE7ghIR80gzkBrLnAqcWrROBwYzsw4qMg212xwYzMw6qM1DSS3hwGBm1kEZA91uwogcGMzMOmh5D6zU48BgZtZB7jGYmVkd5xh6gCb3Fy77yOLb2tcQe0WFSuGyE/vWGblQbvpGbytc9p5nin+r22PjCYXLPrO4+LqVx+99V+GyAEfduHvhsn+z+dLCZb/35KsLl71p0TsKlz1r6+LvxY4bDns91kpet9kThcv+9xNblap7dbV6umo7jPvAYGbWSVUPJZmZWa2BrOmuAaOKA4OZWQd5KMnMzOp4VpKZmdWpZu4xmJlZDQ8lmZlZnSzzUFJLSeoDvgHsACwBDo+I+U3KfQD4u4g4qMNNNDMb1kA2+pfEKH6Fyejwt8CUiHgHcDxwdmMBSecCZ9J7r83MxoGMgcJHt/Tah+fuwC0AEfFD4K1NytwLfKqTjTIzKyrLqoWPbum1wLAu8HzN7QFJdcNhEXE1lNht28ysgzKqhY9u6akcA/ACULs4Th/wfUkAV0TEJV1plZlZQU4+t949wH7Af0raFfhFREztcpvMzArr5hBRUb0WGK4H3i3pXqACHNrl9piZlVLtgVlJPRUYIqIKHFmg3BxgTrvbY2ZWli9wMzOzOs4xmJlZA/cYzMyshpPPZmZWJ8PJZzMzq+Ueg5mZ1WrVrKSii4quil5bEsPMrMdVSxzD+ltGWFR0VTkwmJl1UpYVP4ZXZFHRVeLAYGbWQVmJ/0Yw4qKiq2rc5xh+vuiqSrfbYNYKN7Sp3hGXGlhFxz36kTbVXM62HX6+LFtW+DNH0jRgWs2pGRExI/95pUVFI6IlU57GfWAwMxut8iAwY4i7V1pUtFXP68BgZtab2raoaCUbOcFhZmbjiJPPZmZWx4HBzMzqODCYmVkdB4YG+WXm7X6OyQXKrFmkXF721QXL9Un6P0Vfo6SNJA05tU7SukXqGeKxkyStWaCcpxObdZiTz4Ck1wPnkK4cXE4KmL8APhsR81aj3v2A84FlwBcj4ur8/A8i4q8byv4l8K/An4ErgYuBAeCYiJjVUHa7hqe6HPgYQGN7JV0SEZ+QtEte7wLS3OfD8qsla8seCrwGmAVcBSwG1gKOiojvN3l9LwGfjohLCrwX2+WvbylwXt7micAJg+9LTdmtgQuA7YHNgZ8AvwE+FxFPj/RcZrZ6PF01uZj0AXX/4Il8XvC3gd1Wo94vAm8hBZprJE2JiMtIU8saXQicDLwWuBbYjvTBfDPpg7rW94GXgKfyugR8C8iAv24o+7r8/2cAUyPi15I2B/4D2Kuh7FFAP3AT8P6ImJeXvTF/zkY/A3aU9APgtIi4s+m7kFwE/AuwXv56dgCey+u9uqHsBcBn8uffFdif9J5cAuw7zHNYD5K0P7A36W/jOWAucG1ErPK3Vkkbk9YPehn4akQsyM+fEhGnNZTtI10P8Dzpb/qrpC9lJ0bE/6xqG3qZA0MypTYoQFp7RNJKBSXdATQO8VSALCLe2XB+aUT8OX/c/sAPJD0OTa9178s/WO+U9K6I+GP+uGZXMr6VFEi+GRG3SbojIt41wmsciIhf56/tqSGGk5ZFxIuSFpK+oQ+WHeof6MsRcbSktwInSDofuB34TUSc11B2YkR8Px8a+teIeDJ/fcua1LveYM8n/z18JSJOkLT+UC+u1z9cJJ0TEZ8b4r6/i4hrJK0NnEr6svET4PSIWNRQ9nXAG0h7nh8P7Az8kvSeP99Q9irg2MG/tQJt3JfU+51D6mH/Rf76Hm9S9iDSWj5rA88Ct0XELU3KXUD64nQzsJDUm50K7AMc3lB2WuPjB9VcDTzoctI8/4nAXZLeGxG/Y+UvQ5C+GFaATYENSV+yFubn9xvqOccyB4bkZ5IuJS1I9Tzpj/O9wM+blD2e9O33AzDijhu/lXQOcHJELJR0AHAr6R9Uo5B0MTAtIg4BkHQ8sNLQSUT8UdLfA2dJetsIbVhP0k+AtSV9gjScdDbwuyZlb5J0I/AwMEvSrcDfAD8You5K3p4fAx+UtB6wJ6kH0+i3kr5D+ptbJOkM0nv9hyZlfyPpQtKHxfuAH+cfSi82a0TJD5crad5jIyIOajjVtg+X/KKkQRVg+7x3RJMvGJ8CrgHOJQXszwD/l3RFbLM2n5yXfQI4ifQ7uYqVe1vvAG6R9HVg5nBBNP/bnEJ6b08DriD1WC8ivc+1Zc8l/W5vYkWwfK+k3SLi5Iaq/yoiGt/PmyTd06QZb8jru4L632Gzdk8eDBaSHgJulNRP89/9thGxh6RJwMODQ6OSPtmk7LjgwJAcRVrCdnfSwlQvkIY7rm8sGBH3S7oCeHNErHR/g8OAg8n/cCPiCUnvAk5oUvYIYL+IqF1r9/ek8fiV5GuiHCvpEIaZRBARO+dJ7B1Iw09VUv5kpbxARHxJ0l6kf+iPA68GzouI/xqi+pkNj38e+F5+NPo4KdjOAxYBn83bc1iTsoeS3o/3AA8AlwJvAw4coh1lPlyuJQ2rfWqIumq188PlfNJrP4YU8P4D+H8jtGfbiBgMdI/kXzQaDUTEHElfjIjBb9gP5V8kGv2W9AXnNODneQ/iZlKP74WGsttFxJ55j++XEfGN/PUd06Tet9T8Pm6RdFtEvFvS3U3K9knaIyLmDp6QtCepZ1InIj4n6Q3AzRHxoyZ11Zoo6U0R8YuIuFfSmaRA9apmhfOgdY+kvfPb27DyyMC44eSz9TxJc0lDGo0fLv8cEf1Nyn8NuCcirhmh3ruA6RHxi/z2h4HpwKsiYqcmbTg+/3DZMiIezz9cZkbE7kPUvyNwOvA50rBgY35osNzvSb28fYF/jIgH8+G7rzXWLekG4N+BLYA/kYL0e4GPR8R7Gsq+MgkiHzb7EGk4bruIeFND2ftIw1gbkb6s7EbqEV3dpA33k3JE90vaAziR1LP5QUTs2FB2a9Kw1E6kgFsFHgROGnzfG8pvSHr/f1dzbnJELGkotwPwNeDDNcOyBwPnRsSGDWW3B86IiANqzt0IfCki7mtsw3jg6ao2FhwC/IOk30t6UtITwOdJvY6VRMSxIwWF3GeAr0vaJH/c1aThm62alP1k3oZKzZj72cA/DlV5RDxImk32JWDjYdrxPlIvdh7w5nzI7nzg003KHkEKIEeRhrH+m5S8P7xJ2VdyHxHxTER8MyI+2BgUcp/KX+PrScHxTuA24Lghyp4v6Q/AmaRe0SGkIa5Gf0nKmSwF/iEitoyI/UlDYXWUZvn9FLg9D9KDbm5S75Z5W+8dLBsR/07KtzTaBthZ0vyasvuTepbjknsMNq6UnDwwVB19DUN+q9umPmCnPFczrkj6ISmPNYGUR7ksIi5rNqEiLzuVfJZfgbJl6i1UdrxwjsF63hAf9kDTRG7hyQPD1Qu8s2jZZgGnWfl8/H6lAFWm7haU7WgbSDP3nssfN9LMvTKz/MrWW7TsuODAYGNB4Q/7kpMHysxAK1O2nXX3WtkyM/dGQ9lxwUNJNiZI+kdgfoEP+7bVW7YN7aq7l8oqbUV5MPCfEfFSfm4T0gWnx462suOFA4OZmdXxrCQzM6vjwGBmZnUcGGzckXSIpC91ux1mo5UDg5mZ1fF0VRuvdpU0m3TF8TeBx0jLUywm7VlxGOmK3CMj4kAASU9HxKaSZpIWytsQ2Hdwbr3ZWOHAYOPVMtJigVuRllSYAuweEU/mC8OdxMr7YNT6QUR8tf3NNOs8DyXZePXTfJnpp0nr6rwQ+R4RwF3AG5s8pnZV1Whz+8y6xoHBxqvaC3ieBdaVtFl+ey/SgnWLgc0AJG0FbFDzmJatlWQ22ngoySwFiSOA70qqkvbdPoS0E9xz+TLSj5DyEGZjnq98NjOzOh5KMjOzOg4MZmZWx4HBzMzqODCYmVkdBwYzM6vjwGBmZnUcGMzMrI4Dg5mZ1flfFcbOVYzYD2IAAAAASUVORK5CYII=\n" 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\n" 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\n" 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\n" 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\n" 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\n" }, + "metadata": {}, "output_type": "display_data" } ], @@ -257,7 +250,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "outputs": [], "source": [ "df = pd.DataFrame(result)" @@ -271,16 +264,14 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 8, "outputs": [ { "data": { - "text/plain": "
", - "image/png": 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\n" 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\n" }, + "metadata": {}, "output_type": "display_data" } ], @@ -296,15 +287,14 @@ " data['day'] = data.index\n", " data = data.pivot(index='day', columns='weekday', values='count')\n", " data = data[['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', ]]\n", - " match group:\n", - " case \"raw\":\n", + " if group == \"raw\":\n", " return data\n", - " case \"bars\":\n", + " elif group == \"bars\":\n", " return data.mean()\\\n", " .rename_axis('day')\\\n", " .reset_index()\\\n", " .rename(columns={0: \"mean\"})\n", - " case \"box\":\n", + " elif group == \"box\":\n", " # print(data.reset_index(drop=True))\n", " # mask = ~np.isnan(data.reset_index(drop=True))\n", " # filtered_data = [d[m] for d, m in zip(data.reset_index(drop=True).T, mask.T)]\n", @@ -321,30 +311,30 @@ " data['day'] = data.index\n", " data = data.pivot(index='day', columns='weekday', values='count')\n", " data = data[['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', ]]\n", - " match group:\n", - " case \"raw\":\n", - " return data\n", - " case \"bars\":\n", - " data = data.mean()\\\n", - " .rename_axis('day')\\\n", - " .reset_index()\\\n", - " .rename(columns={0: \"mean\"})\n", - " return sns.barplot(data=data)\n", - " case \"box\":\n", - " # print(data.reset_index(drop=True))\n", - " # mask = ~np.isnan(data.reset_index(drop=True))\n", - " # filtered_data = [d[m] for d, m in zip(data.reset_index(drop=True).T, mask.T)]\n", - " # data = data[(np.abs(stats.zscore(data, nan_policy=\"omit\")) < 2)]\n", "\n", - " # return data.values\n", - " # return sns.violinplot(data=data, cut=0)\n", - " return boxify(data)\n", - " # return sns.boxplot(data=data, showfliers=True)\n", - "\n", - " # data[\"summed\"] = data.apply(lambda r: r.sum(), axis=1)\n", - " # data = data.reset_index(drop=True).drop(columns=['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', ])\n", - " # scaled_data = scaler.fit_transform(data)\n", - " # return sns.histplot(data=scaled_data)\n", + " if group == \"raw\":\n", + " return data\n", + " elif group == \"bars\":\n", + " data = data.mean()\\\n", + " .rename_axis('day')\\\n", + " .reset_index()\\\n", + " .rename(columns={0: \"mean\"})\n", + " return sns.barplot(data=data)\n", + " elif group == \"box\":\n", + " # print(data.reset_index(drop=True))\n", + " # mask = ~np.isnan(data.reset_index(drop=True))\n", + " # filtered_data = [d[m] for d, m in zip(data.reset_index(drop=True).T, mask.T)]\n", + " # data = data[(np.abs(stats.zscore(data, nan_policy=\"omit\")) < 2)]\n", + "\n", + " # return data.values\n", + " # return sns.violinplot(data=data, cut=0)\n", + " return boxify(data)\n", + " # return sns.boxplot(data=data, showfliers=True)\n", + "\n", + " # data[\"summed\"] = data.apply(lambda r: r.sum(), axis=1)\n", + " # data = data.reset_index(drop=True).drop(columns=['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', ])\n", + " # scaled_data = scaler.fit_transform(data)\n", + " # return sns.histplot(data=scaled_data)\n", "\n", "\n", "def boxify(data: pd.DataFrame) -> pd.DataFrame:\n", @@ -380,23 +370,22 @@ " data['hour'] = data.index.hour\n", " data['day'] = data.index\n", " data = data.pivot(index='day', columns='hour', values='count')\n", - " match group:\n", - " case \"raw\":\n", + " if group == \"raw\":\n", " return data\n", " # data[\"summed\"] = data.apply(lambda r: r.sum(), axis=1)\n", " # return data.reset_index(drop=True).drop(\n", " # columns=[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23])\n", - " case \"bars\":\n", - " return data.mean()\\\n", - " .rename_axis('hour')\\\n", - " .reset_index()\\\n", - " .rename(columns={0: \"mean\"})\n", - " case \"box\":\n", - " return boxify(data)\n", - " # data[\"summed\"] = data.apply(lambda r: r.sum(), axis=1)\n", - " # data = data.reset_index(drop=True).drop(columns=[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23])\n", - " # data = scaler.fit_transform(data)\n", - " # return sns.histplot(data=data)\n", + " elif group == \"bars\":\n", + " return data.mean()\\\n", + " .rename_axis('hour')\\\n", + " .reset_index()\\\n", + " .rename(columns={0: \"mean\"})\n", + " elif group == \"box\":\n", + " return boxify(data)\n", + " # data[\"summed\"] = data.apply(lambda r: r.sum(), axis=1)\n", + " # data = data.reset_index(drop=True).drop(columns=[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23])\n", + " # data = scaler.fit_transform(data)\n", + " # return sns.histplot(data=data)\n", "\n", "dailyBars = daily(resample(result, \"D\"), \"bars\")\n", "dailyBox = daily(resample(result, \"D\"), \"box\")\n", @@ -432,7 +421,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "outputs": [], "source": [ "def users(data: list):\n", @@ -451,7 +440,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "outputs": [], "source": [], "metadata": { diff --git a/src/.eslintrc.json b/src/.eslintrc.json index 5219399..86fc045 100644 --- a/src/.eslintrc.json +++ b/src/.eslintrc.json @@ -1,7 +1,7 @@ { "extends": "next/core-web-vitals", "rules": { - "react-hooks/exhaustive-deps": "1", + "react-hooks/exhaustive-deps": 1, "@next/next/no-sync-scripts": "on" } }