108 CZ100RADIO x žánry.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "41e6c63a",
   "metadata": {},
   "source": [
    "**Na co bacha**\n",
    "\n",
    "- Žánry jsou spojeny s interprety, ne písněmi!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a8cf1cbd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6ae6d00c",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv(os.path.join(\"data\",\"CZ_RADIO_TOP_100_tydenni.csv\"))\n",
    "wikid = pd.read_json(os.path.join(\"wikidata\",\"wikidata.json\"))\n",
    "df = df.merge(wikid, on=\"interpret_hlavni\", how=\"outer\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "24bb4cb3",
   "metadata": {},
   "outputs": [],
   "source": [
    "zanry = df.explode('zanry')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0b34d25b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ae5afc1b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def ze_slovniku(slovnik, druhysloupec):\n",
    "    with open(os.path.join(\"data_rucni\",slovnik), 'r', encoding='utf-8') as file:\n",
    "        frejm = pd.DataFrame(json.load(file), index=[0]).transpose().reset_index()\n",
    "        frejm = frejm.rename(columns = { \"index\" : \"zanry\", 0 : druhysloupec})\n",
    "    return frejm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "518335b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "zanry_kratce = ze_slovniku('zanry_klasik.json','zanry_kratce')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3b8ba99b",
   "metadata": {},
   "outputs": [],
   "source": [
    "zanry_prvky = ze_slovniku('zanry_prvky.json','zanry_prvky')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "246aeb00",
   "metadata": {},
   "outputs": [],
   "source": [
    "zanry = zanry.merge(zanry_kratce, on='zanry', how=\"outer\")\n",
    "zanry = zanry.merge(zanry_prvky, on='zanry', how=\"outer\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01edaac6",
   "metadata": {},
   "source": [
    "## Nejzastoupenější žánry"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d0afd29f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "zanry\n",
       "pop music                     31700\n",
       "pop rock                      14917\n",
       "hip hop                       12030\n",
       "contemporary R&B              10638\n",
       "alternativní rock             10257\n",
       "rock                           9754\n",
       "elektropop                     9705\n",
       "dance-pop                      7897\n",
       "elektronická taneční hudba     7605\n",
       "synthpop                       5939\n",
       "house music                    5799\n",
       "electro house                  5753\n",
       "taneční hudba                  5679\n",
       "progressive house              4431\n",
       "rhythm and blues               4053\n",
       "soul                           3798\n",
       "indie pop                      3466\n",
       "elektronická hudba             3278\n",
       "pop rap                        3006\n",
       "reggae                         2992\n",
       "dtype: int64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zanry.groupby('zanry').size().nlargest(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b6640e2a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# zanry.groupby('zanry').size().sort_values(ascending=False).to_json(os.path.join(\"data_raw\",\"zanry_pro_anet.json\"), indent = 4, force_ascii=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed8f6656",
   "metadata": {},
   "source": [
    "## Zastoupenost jednotlivých žánrů v čase: varianta \"obsahuje\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "485543d9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def podil(z,p):\n",
    "    z = z.lower()\n",
    "    if isinstance(z, str):\n",
    "        vyvoj = zanry[(zanry['zanry'].str.lower().str.contains(z,na=False)) & (zanry['pozice'] <= p)].groupby('rok').size() / df[df['pozice'] <= p].groupby('rok').size()\n",
    "        vyvoj.plot.bar()\n",
    "    if isinstance(z, list):\n",
    "        vyvoj = \"Toto zatím neumím.\"\n",
    "    \n",
    "    return (vyvoj)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "399cfa25",
   "metadata": {},
   "source": [
    "Funkce vybírá všechny řádky obsahující řetězec (\"pop\" vrátí i \"pop rock\") a podělí je počtem písniček za daný rok. Druhý parametr filtruje pozice v žebříčku."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "26fc4a8a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.957843\n",
       "2007.0    0.996275\n",
       "2008.0    0.742308\n",
       "2009.0    0.577255\n",
       "2010.0    0.457692\n",
       "2011.0    0.457000\n",
       "2012.0    0.551373\n",
       "2013.0    0.573725\n",
       "2014.0    0.623200\n",
       "2015.0    0.500962\n",
       "2016.0    0.396275\n",
       "2017.0    0.517308\n",
       "2018.0    0.475000\n",
       "2019.0    0.423137\n",
       "2020.0    0.303529\n",
       "2021.0    0.339020\n",
       "2022.0    0.504118\n",
       "2023.0    0.487857\n",
       "dtype: float64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil('rock',100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "fdc36d12",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.159608\n",
       "2007.0    0.140196\n",
       "2008.0    0.185769\n",
       "2009.0    0.301765\n",
       "2010.0    0.357885\n",
       "2011.0    0.375600\n",
       "2012.0    0.251373\n",
       "2013.0    0.265686\n",
       "2014.0    0.212000\n",
       "2015.0    0.137500\n",
       "2016.0    0.122157\n",
       "2017.0    0.131538\n",
       "2018.0    0.123200\n",
       "2019.0    0.074118\n",
       "2020.0    0.062941\n",
       "2021.0    0.083137\n",
       "2022.0    0.069412\n",
       "2023.0    0.093095\n",
       "dtype: float64"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil('hip hop',100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "de68be35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.119020\n",
       "2007.0    0.125294\n",
       "2008.0    0.120385\n",
       "2009.0    0.161373\n",
       "2010.0    0.172692\n",
       "2011.0    0.177200\n",
       "2012.0    0.149020\n",
       "2013.0    0.108627\n",
       "2014.0    0.098600\n",
       "2015.0    0.096731\n",
       "2016.0    0.104706\n",
       "2017.0    0.116538\n",
       "2018.0    0.118200\n",
       "2019.0    0.106471\n",
       "2020.0    0.058824\n",
       "2021.0    0.076078\n",
       "2022.0    0.099804\n",
       "2023.0    0.122143\n",
       "dtype: float64"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYAAAAEfCAYAAABI9xEpAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAAsTAAALEwEAmpwYAAAedklEQVR4nO3de5RdZZnn8e+PBNKgQ7iVgLmYKFGMolFCoFulEYc2tEpYY4CgI+AgacdhaS+XSlw9os1oD6xxDT3O4CUMF1ExIEqbboJBG0FHG0gBMRcgWoRIEmmNJKAtNwPP/LHfiofjSWrvU7tO7ar391lrrzrn3Xs/9bxvnTrP2dejiMDMzPKz12gnYGZmo8MFwMwsUy4AZmaZcgEwM8uUC4CZWaYmjnYCVRxyyCExY8aM0U7DzGxMufvuu38dEX3t7WOqAMyYMYP+/v7RTsPMbEyR9PNO7d4FZGaWKRcAM7NMuQCYmWXKBcDMLFMuAGZmmXIBMDPLlAuAmVmmXADMzDJVqgBImi9pg6QBSUs6zD9e0j2Sdkpa2NL+ZkmrW6anJJ2a5l0t6aGWeXPq6pSZmQ1tyCuBJU0ALgNOArYAqyQtj4j7WhZ7GDgH+EjruhHxfWBOinMQMADc0rLIRyPihmHkbz02Y8lNpZbbdPHbRjgTMxuuMreCmAcMRMRGAEnLgAXArgIQEZvSvOf2EGchcHNEPNF1tmZmVpsyu4CmAJtbnm9JbVUtAr7e1vYZSWskXSppUqeVJC2W1C+pf9u2bV38WjMz66QnB4ElHQ4cBaxsaf44cCRwDHAQcEGndSNiaUTMjYi5fX1/dDM7MzPrUpkCsBWY1vJ8amqr4nTgxoj4/WBDRDwShaeBqyh2NZmZWY+UOQawCpglaSbFG/8i4F0Vf8+ZFJ/4d5F0eEQ8IknAqcC6ijGtgjIHb33g1iwvQ24BRMRO4HyK3Tf3A9dHxHpJF0k6BUDSMZK2AKcBX5K0fnB9STMotiBubwv9NUlrgbXAIcCna+iPmZmVVOoLYSJiBbCire3ClserKHYNdVp3Ex0OGkfEiVUSNTOzevlKYDOzTLkAmJllygXAzCxTLgBmZplyATAzy5QLgJlZplwAzMwy5QJgZpYpFwAzs0y5AJiZZarUrSBsdPjbt8xsJHkLwMwsUy4AZmaZcgEwM8uUC4CZWaZcAMzMMuUCYGaWKRcAM7NMuQCYmWXKBcDMLFOlCoCk+ZI2SBqQtKTD/OMl3SNpp6SFbfOelbQ6Tctb2mdKujPFvE7SPsPvjpmZlTVkAZA0AbgMOBmYDZwpaXbbYg8D5wDXdgjxZETMSdMpLe2XAJdGxBHADuDcLvI3M7MuldkCmAcMRMTGiHgGWAYsaF0gIjZFxBrguTK/VJKAE4EbUtOXgVPLJm1mZsNXpgBMATa3PN+S2sr6E0n9ku6QdGpqOxh4LCJ2dhnTzMyGqRd3A31JRGyV9FLgVklrgcfLrixpMbAYYPr06SOUoplZfsoUgK3AtJbnU1NbKRGxNf3cKOk24HXAN4EDJE1MWwG7jRkRS4GlAHPnzo2yv9ear8ztrn2ra7ORU2YX0CpgVjprZx9gEbB8iHUAkHSgpEnp8SHAG4D7IiKA7wODZwydDXy7avJmZta9IQtA+oR+PrASuB+4PiLWS7pI0ikAko6RtAU4DfiSpPVp9VcC/ZJ+QvGGf3FE3JfmXQB8WNIAxTGBK+rsmJmZ7VmpYwARsQJY0dZ2YcvjVRS7cdrX+zFw1G5ibqQ4w8jMzEaBrwQ2M8uUC4CZWaZcAMzMMuUCYGaWKRcAM7NMuQCYmWXKBcDMLFMuAGZmmXIBMDPLlAuAmVmmXADMzDLlAmBmlikXADOzTLkAmJllygXAzCxTLgBmZplyATAzy5QLgJlZplwAzMwy5QJgZpYpFwAzs0yVKgCS5kvaIGlA0pIO84+XdI+knZIWtrTPkfQvktZLWiPpjJZ5V0t6SNLqNM2ppUdmZlbKxKEWkDQBuAw4CdgCrJK0PCLua1nsYeAc4CNtqz8BnBURP5P0YuBuSSsj4rE0/6MRccMw+2BmZl0YsgAA84CBiNgIIGkZsADYVQAiYlOa91zrihHx05bHv5D0K6APeGy4iddtxpKbhlxm08Vv60EmZma9UWYX0BRgc8vzLamtEknzgH2AB1uaP5N2DV0qadJu1lssqV9S/7Zt26r+WjMz242eHASWdDjwFeC9ETG4lfBx4EjgGOAg4IJO60bE0oiYGxFz+/r6epGumVkWyhSArcC0ludTU1spkvYHbgL+JiLuGGyPiEei8DRwFcWuJjMz65EyxwBWAbMkzaR4418EvKtMcEn7ADcC17Qf7JV0eEQ8IknAqcC6KombmeWm7mOVQ24BRMRO4HxgJXA/cH1ErJd0kaRTACQdI2kLcBrwJUnr0+qnA8cD53Q43fNrktYCa4FDgE+XztrMzIatzBYAEbECWNHWdmHL41UUu4ba1/sq8NXdxDyxUqZjiM8oMrOxwFcCm5llqtQWQFOV+aQN/rRtZtbJmC4AZjZ6vKtz7PMuIDOzTHkLwCwj/tRurbwFYGaWKRcAM7NMuQCYmWXKBcDMLFMuAGZmmXIBMDPLlAuAmVmmXADMzDLlC8FsXPAFTmbVeQvAzCxT3gIws1Hlu/qOHm8BmJllygXAzCxT3gVk1nDeRWIjxVsAZmaZKlUAJM2XtEHSgKQlHeYfL+keSTslLWybd7akn6Xp7Jb2oyWtTTE/J0nD746ZmZU1ZAGQNAG4DDgZmA2cKWl222IPA+cA17atexDwSeBYYB7wSUkHptlfAM4DZqVpfte9MDOzyspsAcwDBiJiY0Q8AywDFrQuEBGbImIN8Fzbum8FvhsR2yNiB/BdYL6kw4H9I+KOiAjgGuDUYfbFzMwqKHMQeAqwueX5FopP9GV0WndKmrZ0aP8jkhYDiwGmT59e8teamTVDk69Sb/xB4IhYGhFzI2JuX1/faKdjZjZulNkC2ApMa3k+NbWVsRU4oW3d21L71C5jmo0Yn3JpOSmzBbAKmCVppqR9gEXA8pLxVwJ/IenAdPD3L4CVEfEI8BtJx6Wzf84Cvt1F/mZm1qUhtwAiYqek8ynezCcAV0bEekkXAf0RsVzSMcCNwIHAOyT9bUS8KiK2S/pvFEUE4KKI2J4efwC4GtgXuDlNZuNGk/f9mkHJK4EjYgWwoq3twpbHq3j+Lp3W5a4EruzQ3g+8ukqyZmZWn8YfBDYzs5HhAmBmlikXADOzTLkAmJllygXAzCxTLgBmZplyATAzy5QLgJlZplwAzMwy5QJgZpYpFwAzs0y5AJiZZcoFwMwsUy4AZmaZcgEwM8uUC4CZWaZcAMzMMuUCYGaWKRcAM7NMuQCYmWWqVAGQNF/SBkkDkpZ0mD9J0nVp/p2SZqT2d0ta3TI9J2lOmndbijk470V1dszMzPZsyAIgaQJwGXAyMBs4U9LstsXOBXZExBHApcAlABHxtYiYExFzgPcAD0XE6pb13j04PyJ+NezemJlZaRNLLDMPGIiIjQCSlgELgPtallkAfCo9vgH4P5IUEdGyzJnAsmFnbGY2wmYsuanUcpsuftsIZzKyyuwCmgJsbnm+JbV1XCYidgKPAwe3LXMG8PW2tqvS7p9PSFKnXy5psaR+Sf3btm0rka6ZmZXRk4PAko4FnoiIdS3N746Io4A3pek9ndaNiKURMTci5vb19fUgWzOzPJQpAFuBaS3Pp6a2jstImghMBh5tmb+Itk//EbE1/fwtcC3FriYzM+uRMgVgFTBL0kxJ+1C8mS9vW2Y5cHZ6vBC4dXD/v6S9gNNp2f8vaaKkQ9LjvYG3A+swM7OeGfIgcETslHQ+sBKYAFwZEeslXQT0R8Ry4ArgK5IGgO0URWLQ8cDmwYPIySRgZXrznwB8D7i8lh6ZmVkpZc4CIiJWACva2i5sefwUcNpu1r0NOK6t7XfA0RVzNTOzGvlKYDOzTLkAmJllygXAzCxTLgBmZplyATAzy5QLgJlZplwAzMwy5QJgZpYpFwAzs0y5AJiZZcoFwMwsUy4AZmaZcgEwM8tUqbuBmpmNBWW+y3esf49vnbwFYGaWKRcAM7NMuQCYmWXKBcDMLFMuAGZmmXIBMDPLVKkCIGm+pA2SBiQt6TB/kqTr0vw7Jc1I7TMkPSlpdZq+2LLO0ZLWpnU+J0m19crMzIY0ZAGQNAG4DDgZmA2cKWl222LnAjsi4gjgUuCSlnkPRsScNL2/pf0LwHnArDTN774bZmZWVZktgHnAQERsjIhngGXAgrZlFgBfTo9vAN6yp0/0kg4H9o+IOyIigGuAU6smb2Zm3StTAKYAm1ueb0ltHZeJiJ3A48DBad5MSfdKul3Sm1qW3zJETAAkLZbUL6l/27ZtJdI1M7MyRvog8CPA9Ih4HfBh4FpJ+1cJEBFLI2JuRMzt6+sbkSTNzHJUpgBsBaa1PJ+a2jouI2kiMBl4NCKejohHASLibuBB4OVp+alDxDQzsxFUpgCsAmZJmilpH2ARsLxtmeXA2enxQuDWiAhJfekgMpJeSnGwd2NEPAL8RtJx6VjBWcC3a+iPmZmVNOTdQCNip6TzgZXABODKiFgv6SKgPyKWA1cAX5E0AGynKBIAxwMXSfo98Bzw/ojYnuZ9ALga2Be4OU1mZtYjpW4HHRErgBVtbRe2PH4KOK3Det8EvrmbmP3Aq6ska2Zm9fGVwGZmmXIBMDPLlAuAmVmmXADMzDLlAmBmlikXADOzTLkAmJllygXAzCxTLgBmZplyATAzy5QLgJlZplwAzMwy5QJgZpYpFwAzs0y5AJiZZcoFwMwsUy4AZmaZcgEwM8uUC4CZWaZcAMzMMlWqAEiaL2mDpAFJSzrMnyTpujT/TkkzUvtJku6WtDb9PLFlndtSzNVpelFtvTIzsyFNHGoBSROAy4CTgC3AKknLI+K+lsXOBXZExBGSFgGXAGcAvwbeERG/kPRqYCUwpWW9d0dEf019MTOzCspsAcwDBiJiY0Q8AywDFrQtswD4cnp8A/AWSYqIeyPiF6l9PbCvpEl1JG5mZsNTpgBMATa3PN/C8z/FP2+ZiNgJPA4c3LbMO4F7IuLplrar0u6fT0hSpczNzGxYenIQWNKrKHYL/VVL87sj4ijgTWl6z27WXSypX1L/tm3bRj5ZM7NMlCkAW4FpLc+npraOy0iaCEwGHk3PpwI3AmdFxIODK0TE1vTzt8C1FLua/khELI2IuRExt6+vr0yfzMyshDIFYBUwS9JMSfsAi4DlbcssB85OjxcCt0ZESDoAuAlYEhE/GlxY0kRJh6THewNvB9YNqydmZlbJkAUg7dM/n+IMnvuB6yNivaSLJJ2SFrsCOFjSAPBhYPBU0fOBI4AL2073nASslLQGWE2xBXF5jf0yM7MhDHkaKEBErABWtLVd2PL4KeC0Dut9Gvj0bsIeXT5NMzOrm68ENjPLlAuAmVmmXADMzDLlAmBmlikXADOzTLkAmJllygXAzCxTLgBmZplyATAzy5QLgJlZplwAzMwy5QJgZpYpFwAzs0y5AJiZZcoFwMwsUy4AZmaZcgEwM8uUC4CZWaZcAMzMMuUCYGaWKRcAM7NMlSoAkuZL2iBpQNKSDvMnSbouzb9T0oyWeR9P7RskvbVsTDMzG1lDFgBJE4DLgJOB2cCZkma3LXYusCMijgAuBS5J684GFgGvAuYDn5c0oWRMMzMbQWW2AOYBAxGxMSKeAZYBC9qWWQB8OT2+AXiLJKX2ZRHxdEQ8BAykeGVimpnZCFJE7HkBaSEwPyLel56/Bzg2Is5vWWZdWmZLev4gcCzwKeCOiPhqar8CuDmttseYLbEXA4vT01cAG4bo0yHAr4dYpqy6YjUxpzpjOafex3JOvY81lnN6SUT0tTdOrCGBERURS4GlZZeX1B8Rc+v43XXFamJOdcZyTr2P5Zx6H2s85lRmF9BWYFrL86mpreMykiYCk4FH97BumZhmZjaCyhSAVcAsSTMl7UNxUHd52zLLgbPT44XArVHsW1oOLEpnCc0EZgF3lYxpZmYjaMhdQBGxU9L5wEpgAnBlRKyXdBHQHxHLgSuAr0gaALZTvKGTlrseuA/YCfyXiHgWoFPMmvpUendRD2M1Mac6Yzmn3sdyTr2PNe5yGvIgsJmZjU++EtjMLFMuAGZmmXIBMDPL1LgpAJIOknRQU+LUbbz3ry519m+8j1VdmjhOTcypTnX1b0wXAEnTJS2TtA24E7hL0q9S24xex0mxJku6WNIDkrZLelTS/antgIqxGte/lpiHSnp9mg7tJkZdcWr++9U6VnWNU52xmjbmdeXVxJzqjDMS/SMixuwE/AtwBjChpW0CxWmod/Q6TlpvJXABcFhL22Gp7ZZx0L85wB3A/cD30vRAant9r+OMQP/qGvM6+zfex7yu/jUxp0aO+a71u1mpKRPws27mjVSctPyGbuaNof6tprhvU3v7ccBPeh1nBPpX15jX2b/xPuZ19a+JOTVyzAenxt8LaAh3S/o8xZ1IN6e2aRRXJd87CnEAfi7pY8CXI+KXUGz+Aee0xO51XnX27wURcWd7Y0TcIekFoxAH6u1fXbHq7N94H/O68mpiTk0dc2CMXwim4jYS51LcSnpKat4C/CNwRUQ83cs4KdaBwJIU60Wp+ZcUt7q4JCK2V4jVxP59DngZcA3PfxGeBTwUHe7oOpJxUqw6+1fXmNfZv/E+5nX1r4k5NXLMd8UcywXARoekk3n+i3ArsDwiVoxGnKaqs3/jfcybmNd4H3MYxwVA0tsj4p+aEifFen1E3FNTrMb1r4lq/vuN67GqSxPHqYk51anb/o3p00CHcEzD4gD85xpjNa5/Kr68pzFxkjr/frXEqrN/433Ma8yrcTk1YczHbQGIiE82KU6KdV6NsRrXP0ANi1P336+uWLX1r8ZYjRxzasqriTnVGKfr/o3pXUCSpgO/ioinJIniTJvXU9x++vKI2FkyzikU5+g/VVNexwO/jIgNkt4A/Clwf0Tc1EWsFwLzKQ4cPQv8NOX6XMU4R9J5P+T9VXNqIknzgIiIVZJmU4zZA3XsZ5V0TUScNewkxxH94Xs8fhER35P0LuDPKM53XxoRvx+lvPw6rxJvjBeAdcC8iHhC0iUUR9v/ATgRICL+U8k4TwK/o/i+4q8DKyN9b0EXOf09xZfeT6S4KOwtKe6fA/dGxEcrxDod+AiwBngz8GOKrbajgP8YEWtKxrkAOBNYRnHWABTfwrYIWBYRF5fNaYjf896IuKrC8kdS/KPeGRH/1tI+PyK+UyHOJ4GTKcb8uxTfR/194CSKv+VnKsRq/2IiUYz9rQARcUrZWG1x30jxulgXEbdUXPdYig8Qv5G0L8VZZoMfdP4uIh4vGeeDwI0RUfV05E6xvkYx3vsBjwEvBL5F8XpXRJy9+7U7xnsp8B94/gedayPiNxVi+HVeVZWLBpo2Afe1PL4b2KvleZWLNe4FDgTOA/6Z4rTNLwJ/3kVO6yneNPYDdgD7pfa9Kf75q8Ra07L+IemPDPAa4McV4vwU2LtD+z50eQHJbn7PwxWW/SCwgaJgbwIWtMy7p+LvXUtxReR+wG+A/VP7vsCairHuAb4KnEBRtE8AHkmPS78egLtaHp9HcUHQJ4EfAUu6eE1NTI+XAn8PvDHF+1aFOI8DvwB+CHwA6BvG33pN+jkx/b9MSM/VxZh/ELgF+K8UH3IuAz5DUeBOqBDHr/OK01i/EGyzpBMj4laKwZ1GcSHWwRXjRETsAC4HLpd0GHA6cLGkqRExbc+r/1GskDS4i2ZwE+s5qh9zEfBkevw70nUFEbFG0v4V4jwHvBj4eVv74Wle+YSk3W11CKhyj5PzgKMj4t/SfUxukDQjIv4X1feN7oxii+0JSQ9G+tQYEU+2/B3Kmgt8CPgb4KMRsVrSkxFxe8U4e7c8XgycFBHbJH2W4jYAVT6N7hV/2J05NyJenx7/P0mrK8TZCBwN/HuKWwr8raS7KbZ6vxURv62SU9oN9AKKN6TJFN8GOInn972M84A5EfGspP8JrIiIEyR9Cfg28LqScfw6r2isF4D3AddI+hTFp5vV6R/iAODDFeI87w8REf8KfA74nKSXVMzpJkk/BP4E+L/A9ZLuoPgE+YOKsVYA35H0A4p9fd+A4k6A7TkP4a+Bf5b0M/5wMcp04Aig9IUoyaHAWym2blqJ4tNbWXtF2hyOiE2STqD453gJ1f8xnpG0X0Q8QfEGVyQkTabiP34Ux1YulfSN9POXdPd/sle6KHAvil0i21L830kqdWyqxbqW3Q4/kTQ3IvolvRyosq89Uv9uAW6RtDfFLoUzgc8CfRViXUFxT5sJFMXyG5I2UtziYFmFOIMmUuz6mUSxO4mIeDjlWNZf49d5NXVtFo3mBLyS4sDPOyn2i+1Vcf0Tas7nT4Hj0uOXUezHP71qXmn9v0zrn9TSthcwqWKcvSj+Od+ZpuNoualUhThXAG/czbxrK8S5leJTX2vbRIorJp+tmFPHsaDYbXbUMP+Wb6PYz151vU0Un7gfSj8PT+0vBFZXjDUZuBp4kOIukL9PMW8HXlshzr17mLdfF318MfDi9PgAYCHFMbmqcT5Esbvzcoqi8t7U3gf8oGIsv84rTGP6IPAgFffa2XXUP9I9eEYrTpNjdYj9wmg5MNUrkqZSbNL+a4d5b4iIH9X0e2rrXx2xJO0HHBoRD3Wx7v7ATIo3kC1VXweSXh4RP636e6vqZpwkvYrig9y6iHhgZDLrvV69zrs1pguApDkUB2snU5zuBcVR/8eAD0TJq27ritPkWHv4HQ9HxPThxkmxanmzrflNu87+1RKraUVpBHIaldeUpNdQHCSfQnHm3QVRHNtD0l0RMa+OnEbLSPRvrB8DuBr4q2i7256k44CrgNf2OE4jY0na3fEQkfa31uQ+in2uPY1TZ/96NFZ1jVOdsUZtzIdQJa/PA5+iOMj+PoqD5KdExINUPDBd15utpKModm3V8aZdW/8GjfUC0MRbtjYx1t8B/wPodPCx0plJdf3j1/wGUlv/6orVxKLU1DGvMa9/F384r/6z6Qyn70h6D384G6+sut5sv1BTHKi3f8DYLwA3S7qJzrdaLX2BRY1xmhrrHuAfIuLu9hmS3lcxp7r+8et8066zf3XFalxRqjmnJr6mkDQ50oVxEfF9Se8EvglU/f7cut5sa33TrrF/hW6OHDdpojiN7YsU98T+x/T4L0crThNjAa9gNxf9UByQrBLrxxTnNXeat7nXcUagf7XEqrl/433M6+rfu0hn37W1T6e4NUyVnH4CTG5rew3wM+DRXsepu3+D05g+CGy9J+kVwPZI57W3zTs0Sp6ZUlecpqqzf+N9zJuYl4p7G22MiDva2qcDn4iSN3asK86I6aZqNGWiODvmYoobUG0HHk2PLwYO6HWcpsZqifPAcHNq4lRn/8b7WDVxzMdzTk3v31i/HfT1FFfqvTkiDoqIgylu3PVYmtfrOE2NNRjnhLY4O6rmJGmypIslPSBpu6RHJd2f2g7odZyktv7VFavO/o33Ma8xr8bl1NQx32W0q9owK+KGbuaNVJymxqo5p5XABcBhLW2HpbZbeh2nwWNeZ//G+5jX1b8m5tTIMd+1XjcrNWWiuKfJx2g56ERxD48LgO/1Ok5TY9WcUxOLUhPHvIlFqaljXlf/mphTI8d8cBrru4DOAA4Gbpe0Q9J24DaKU6JOH4U4TY1VZ04/l/QxFbenAIoDdSruxV7lPvN1xYFmjnmd/RvvY15XXk3MqaljXuimajRpAo6kuL3tC9va549GnKbGqjHOgcAlFAeidlAcjLo/tR3U6zhNHfM6+zfex7zmsWpUTk0d813rdbNSUyZq+rKFuuI0NVadOUWNL8Ia4zRuzOvs33gf87ryamJOTR7ziLFfANYODiowA+gHPpSe39vrOE2NVXNOjStKDR3zxhWlBo95Xf1rYk6NHPPBaazfCqKuL1uo80sbmhirzpzq+oajOr8pqYljXmf/xvuY15VXE3Nq6pgXAbtZqUF+qeKWyQCkwXk76QsSRiFOU2PVmdPzXoQU35l7soqv8uv6n3UYcaCZY15n/8b7mNeVVxNzauqY7woyZieKe+Mftpt5b+h1nKbGqjmnWr7hqK44DR7zOvs33se8rv41MadGjvng5HsBWSWq6RuO6orTVHX2b7yPeRPzGu9jvisHFwAzszyN9WMAZmbWJRcAM7NMuQCY1UjSCZL+abTzMCvDBcCsCyr4/8fGNL+AzUqSNEPSBknXAOuAKyStk7RW0hkdlj9G0r2SXtb7bM2GNtavBDbrtVnA2cAU4P3AaykuxFkl6QeDC0n6M+B/U1z6//BoJGo2FG8BmFXz8yi+3/WNwNcj4tkovrP2duCYtMwrgaXAO/zmb03mAmBWze9KLPMI8BTwuhHOxWxYXADMuvND4AxJEyT1AccDd6V5jwFvA/57umGXWSO5AJh150ZgDfATivu9fKz1cv+0W+jtwGWSjh2dFM32zLeCMDPLlLcAzMwy5QJgZpYpFwAzs0y5AJiZZcoFwMwsUy4AZmaZcgEwM8vU/wc0uN8zo/TqRgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil('rap',100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "60b697f2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.043333\n",
       "2007.0    0.078039\n",
       "2008.0    0.071538\n",
       "2009.0    0.132941\n",
       "2010.0    0.244231\n",
       "2011.0    0.341600\n",
       "2012.0    0.304510\n",
       "2013.0    0.299412\n",
       "2014.0    0.357800\n",
       "2015.0    0.440962\n",
       "2016.0    0.448431\n",
       "2017.0    0.441731\n",
       "2018.0    0.305400\n",
       "2019.0    0.372549\n",
       "2020.0    0.346275\n",
       "2021.0    0.242745\n",
       "2022.0    0.319216\n",
       "2023.0    0.191429\n",
       "dtype: float64"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil('house',100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "7b8c4014",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0         NaN\n",
       "2007.0    0.000392\n",
       "2008.0         NaN\n",
       "2009.0    0.002745\n",
       "2010.0    0.006154\n",
       "2011.0    0.002600\n",
       "2012.0    0.001373\n",
       "2013.0    0.000980\n",
       "2014.0    0.001800\n",
       "2015.0    0.000192\n",
       "2016.0    0.000588\n",
       "2017.0    0.000769\n",
       "2018.0         NaN\n",
       "2019.0    0.002353\n",
       "2020.0         NaN\n",
       "2021.0         NaN\n",
       "2022.0         NaN\n",
       "2023.0         NaN\n",
       "dtype: float64"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil('swing',100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "63787153",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.176667\n",
       "2007.0    0.192745\n",
       "2008.0    0.175192\n",
       "2009.0    0.157647\n",
       "2010.0    0.182308\n",
       "2011.0    0.160200\n",
       "2012.0    0.132549\n",
       "2013.0    0.116863\n",
       "2014.0    0.099800\n",
       "2015.0    0.111346\n",
       "2016.0    0.129412\n",
       "2017.0    0.081154\n",
       "2018.0    0.113000\n",
       "2019.0    0.067059\n",
       "2020.0    0.113137\n",
       "2021.0    0.104706\n",
       "2022.0    0.058431\n",
       "2023.0    0.060238\n",
       "dtype: float64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil('R&B',100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "2b9f52f6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.045490\n",
       "2007.0    0.057451\n",
       "2008.0    0.079423\n",
       "2009.0    0.049020\n",
       "2010.0    0.056538\n",
       "2011.0    0.073400\n",
       "2012.0    0.095294\n",
       "2013.0    0.096078\n",
       "2014.0    0.072400\n",
       "2015.0    0.079038\n",
       "2016.0    0.082941\n",
       "2017.0    0.055192\n",
       "2018.0    0.030800\n",
       "2019.0    0.028824\n",
       "2020.0    0.045490\n",
       "2021.0    0.026275\n",
       "2022.0    0.056863\n",
       "2023.0    0.040952\n",
       "dtype: float64"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil('soul',100)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "325d248a",
   "metadata": {},
   "source": [
    "## Zastoupenost jednotlivých žánrů v čase: ručně sgrupnuté žánry"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "01fb0284",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['pop',\n",
       " 'elektronická taneční hudba',\n",
       " 'elektronická hudba',\n",
       " 'rock',\n",
       " 'soul a R&B',\n",
       " 'jazz',\n",
       " 'folk a country',\n",
       " 'latinskoamerická hudba',\n",
       " nan,\n",
       " 'hip hop a rap',\n",
       " 'jamajská hudba',\n",
       " 'různé',\n",
       " 'blues',\n",
       " 'alternativní metal',\n",
       " 'metal',\n",
       " 'indie rock',\n",
       " 'indie pop',\n",
       " 'disco',\n",
       " 'mluvené slovo',\n",
       " 'alternativní hudba',\n",
       " 'klasická hudba',\n",
       " 'šanson',\n",
       " 'filmová hudba']"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zanry['zanry_kratce'].drop_duplicates().to_list()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "47fd4f87",
   "metadata": {},
   "outputs": [],
   "source": [
    "def podil_kratce(z,p):\n",
    "    z = z.lower()\n",
    "    if isinstance(z, str):\n",
    "        vyvoj = zanry[(zanry['zanry_kratce'] == z) & (zanry['pozice'] <= p)].drop_duplicates(subset=['interpret_hlavni','track']).groupby('rok').size() / df[df['pozice'] <= p].drop_duplicates(subset=['interpret_hlavni','track']).groupby('rok').size()\n",
    "        vyvoj.plot.bar()\n",
    "    if isinstance(z, list):\n",
    "        vyvoj = \"Toto zatím neumím.\"\n",
    "    \n",
    "    return (vyvoj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "18bdf8ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.056150\n",
       "2007.0    0.053942\n",
       "2008.0    0.039301\n",
       "2009.0    0.074803\n",
       "2010.0    0.029412\n",
       "2011.0    0.041152\n",
       "2012.0    0.044355\n",
       "2013.0    0.022556\n",
       "2014.0    0.075099\n",
       "2015.0    0.065041\n",
       "2016.0    0.037190\n",
       "2017.0    0.055762\n",
       "2018.0    0.040541\n",
       "2019.0    0.060606\n",
       "2020.0    0.043307\n",
       "2021.0    0.051502\n",
       "2022.0    0.055556\n",
       "2023.0    0.054945\n",
       "dtype: float64"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXoAAAEfCAYAAABPmQ15AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAAsTAAALEwEAmpwYAAAcfklEQVR4nO3dfbRddX3n8fcniUSRIdRwKzUP3tREbRgU8RpopUplsEmxph0DJHY000EyjpOlXa4W0jVTpKw+JDMuaR3j2NjQAlaDxoe5LdEwNhasSsgFwkOA6CWACVp6SSIODxEC3/lj78jJ8SR373t/99x9f/m81jor+/z2b3/v97dz7vfsux8VEZiZWb4mjXcCZmY2tlzozcwy50JvZpY5F3ozs8y50JuZZW7KeCfQ7uSTT47e3t7xTsPMbEK57bbbHouInk7zGlfoe3t7GRgYGO80zMwmFEkPH2med92YmWXOhd7MLHMu9GZmmXOhNzPLnAu9mVnmXOjNzDLnQm9mljkXejOzzLnQm5llrnFXxpp1Q++qG4bt89Dq87uQidnYc6FvABcdMxtL3nVjZpY5F3ozs8y50JuZZc6F3swscy70ZmaZc6E3M8ucC72ZWeZc6M3MMudCb2aWuUqFXtJCSTslDUpa1WH+VEnXl/O3Suot239H0vaW1/OSTk87BDMzO5phC72kycBaYBEwH1gmaX5bt4uB/RExF7gKWAMQEX8XEadHxOnAe4AHI2J7uvTNzGw4VbboFwCDEbErIp4BNgCL2/osBq4ppzcC50pSW59l5bJmZtZFVQr9DGB3y/s9ZVvHPhFxEHgcmN7W5yLgc51+gKQVkgYkDQwNDVXJ28zMKurKwVhJZwJPRcQ9neZHxLqI6IuIvp6enm6kZGZ2zKhS6B8BZrW8n1m2dewjaQowDdjbMn8pR9iaNzOzsVWl0G8D5kmaI+k4iqLd39anH1heTi8BtkREAEiaBFyI98+bmY2LYR88EhEHJa0ENgOTgasjYoekK4GBiOgH1gPXSRoE9lF8GRzyFmB3ROxKn76ZmQ2n0hOmImITsKmt7fKW6QPABUdY9p+As0aeopmZjYavjDUzy5wLvZlZ5lzozcwy50JvZpY5F3ozs8y50JuZZc6F3swscy70ZmaZq3TBlJl11rvqhkr9Hlp9/hhnYnZk3qI3M8ucC72ZWeZc6M3MMudCb2aWORd6M7PMudCbmWXOhd7MLHMu9GZmmXOhNzPLXKVCL2mhpJ2SBiWt6jB/qqTry/lbJfW2zHudpO9I2iHpbkkvTpi/mZkNY9hCL2kysBZYBMwHlkma39btYmB/RMwFrgLWlMtOAT4DvD8iTgXOAZ5Nlr2ZmQ2ryr1uFgCDEbELQNIGYDFwb0ufxcAV5fRG4BOSBLwduCsi7gSIiL2J8jazCabKfYF8T6CxUWXXzQxgd8v7PWVbxz4RcRB4HJgOvBoISZsl3S7p0k4/QNIKSQOSBoaGhuqOwczMjmKsD8ZOAc4Gfqf897clndveKSLWRURfRPT19PSMcUpmZseWKoX+EWBWy/uZZVvHPuV++WnAXoqt/5sj4rGIeArYBJwx2qTNzKy6KoV+GzBP0hxJxwFLgf62Pv3A8nJ6CbAlIgLYDJwm6fjyC+CtHL5v38zMxtiwB2Mj4qCklRRFezJwdUTskHQlMBAR/cB64DpJg8A+ii8DImK/pI9RfFkEsCkiqj2pwczMkqj0hKmI2ESx26W17fKW6QPABUdY9jMUp1iamdk48JWxZmaZc6E3M8ucC72ZWeZc6M3MMudCb2aWuUpn3Yw33yPDzGzkJkShN7N6vHFkrVzozcwSaPKXqwu9mVmDjMUXhg/GmpllzoXezCxzx9yumybvRzMzGwveojczy5wLvZlZ5lzozcwy50JvZpY5F3ozs8y50JuZZe6YO73SzOyQY+V060pb9JIWStopaVDSqg7zp0q6vpy/VVJv2d4r6WlJ28vXpxLnb2Zmwxh2i17SZGAtcB6wB9gmqT8i7m3pdjGwPyLmSloKrAEuKuc9EBGnp03bzMyqqrJFvwAYjIhdEfEMsAFY3NZnMXBNOb0ROFeS0qVpZmYjVaXQzwB2t7zfU7Z17BMRB4HHgenlvDmS7pB0k6Rf7fQDJK2QNCBpYGhoqNYAzMzs6Mb6rJsfArMj4g3Ah4HPSjqxvVNErIuIvojo6+npGeOUzMyOLVUK/SPArJb3M8u2jn0kTQGmAXsj4icRsRcgIm4DHgBePdqkzcysuiqFfhswT9IcSccBS4H+tj79wPJyegmwJSJCUk95MBdJvwjMA3alSd3MzKoY9qybiDgoaSWwGZgMXB0ROyRdCQxERD+wHrhO0iCwj+LLAOAtwJWSngWeB94fEfvGYiBmZtZZpQumImITsKmt7fKW6QPABR2W+yLwxVHmaGZmo+BbIJiZZc6F3swscy70ZmaZc6E3M8ucC72ZWeZc6M3MMudCb2aWORd6M7PMudCbmWXOhd7MLHN+ZqyNuWPluZxmTeUtejOzzLnQm5llzrtuzGxCqbIrELw7sJW36M3MMudCb2aWORd6M7PMudCbmWWu0sFYSQuBv6R4ZuxfR8TqtvlTgWuBNwJ7gYsi4qGW+bOBe4ErIuKjaVK3seRz383yMewWvaTJwFpgETAfWCZpflu3i4H9ETEXuApY0zb/Y8BXR5+umZnVVWWLfgEwGBG7ACRtABZTbKEfshi4opzeCHxCkiIiJP0W8CDwZKqkzaw7/JddHqrso58B7G55v6ds69gnIg4CjwPTJZ0AXAb88ehTNTOzkRjrg7FXAFdFxBNH6yRphaQBSQNDQ0NjnJKZ2bGlyq6bR4BZLe9nlm2d+uyRNAWYRnFQ9kxgiaT/AZwEPC/pQER8onXhiFgHrAPo6+uLEYzDzMyOoEqh3wbMkzSHoqAvBd7d1qcfWA58B1gCbImIAH71UAdJVwBPtBf5icr7Ls1sohi20EfEQUkrgc0Up1deHRE7JF0JDEREP7AeuE7SILCP4svAzMwaoNJ59BGxCdjU1nZ5y/QB4IJhYlwxgvzMzGyUfGWsmVnmXOjNzDLn+9GbNYQP8NtY8Ra9mVnmXOjNzDLnQm9mljkXejOzzLnQm5llzoXezCxzLvRmZplzoTczy5wLvZlZ5lzozcwy50JvZpY5F3ozs8y50JuZZc6F3swscy70ZmaZc6E3M8tcpUIvaaGknZIGJa3qMH+qpOvL+Vsl9ZbtCyRtL193SvrtxPmbmdkwhi30kiYDa4FFwHxgmaT5bd0uBvZHxFzgKmBN2X4P0BcRpwMLgb+S5KdamZl1UZUt+gXAYETsiohngA3A4rY+i4FryumNwLmSFBFPRcTBsv3FQKRI2szMqqtS6GcAu1ve7ynbOvYpC/vjwHQASWdK2gHcDby/pfD/lKQVkgYkDQwNDdUfhZmZHdGYH4yNiK0RcSrwJuAPJb24Q591EdEXEX09PT1jnZKZ2TGlyv7yR4BZLe9nlm2d+uwp98FPA/a2doiI+yQ9AfxbYGDEGdsR9a66oVK/h1afP8aZmFmTVNmi3wbMkzRH0nHAUqC/rU8/sLycXgJsiYgol5kCIOmVwGuBh5JkbmZmlQy7RR8RByWtBDYDk4GrI2KHpCuBgYjoB9YD10kaBPZRfBkAnA2skvQs8DzwgYh4bCwGYmZmnVU61TEiNgGb2toub5k+AFzQYbnrgOtGmaOZmY2Cr4w1M8ucC72ZWeZc6M3MMudCb2aWORd6M7PMudCbmWXOhd7MLHMu9GZmmXOhNzPLnAu9mVnmXOjNzDLnQm9mljkXejOzzLnQm5llzoXezCxzle5Hb9YEVR6V6Mckmv0sb9GbmWXOhd7MLHOVCr2khZJ2ShqUtKrD/KmSri/nb5XUW7afJ+k2SXeX/74tcf5mZjaMYQu9pMnAWmARMB9YJml+W7eLgf0RMRe4ClhTtj8G/GZEnAYsx8+PNTPruipb9AuAwYjYFRHPABuAxW19FgPXlNMbgXMlKSLuiIgflO07gJdImpoicTMzq6ZKoZ8B7G55v6ds69gnIg4CjwPT2/q8C7g9In4yslTNzGwkunJ6paRTKXbnvP0I81cAKwBmz57djZTMzI4ZVbboHwFmtbyfWbZ17CNpCjAN2Fu+nwl8GXhvRDzQ6QdExLqI6IuIvp6ennojMDOzo6pS6LcB8yTNkXQcsBTob+vTT3GwFWAJsCUiQtJJwA3Aqoj4VqKczcyshmELfbnPfSWwGbgP+HxE7JB0paR3lt3WA9MlDQIfBg6dgrkSmAtcLml7+fr55KMwM7MjqrSPPiI2AZva2i5vmT4AXNBhuT8B/mSUOZqZ2Sj4ylgzs8y50JuZZc6F3swscy70ZmaZc6E3M8ucC72ZWeZc6M3MMudCb2aWORd6M7PMudCbmWXOhd7MLHMu9GZmmXOhNzPLnAu9mVnmXOjNzDLnQm9mljkXejOzzLnQm5llzoXezCxzlQq9pIWSdkoalLSqw/ypkq4v52+V1Fu2T5f0DUlPSPpE4tzNzKyCYQu9pMnAWmARMB9YJml+W7eLgf0RMRe4ClhTth8A/gj4/WQZm5lZLVW26BcAgxGxKyKeATYAi9v6LAauKac3AudKUkQ8GRH/TFHwzcxsHFQp9DOA3S3v95RtHftExEHgcWB61SQkrZA0IGlgaGio6mJmZlZBIw7GRsS6iOiLiL6enp7xTsfMLCtVCv0jwKyW9zPLto59JE0BpgF7UyRoZmajU6XQbwPmSZoj6ThgKdDf1qcfWF5OLwG2RESkS9PMzEZqynAdIuKgpJXAZmAycHVE7JB0JTAQEf3AeuA6SYPAPoovAwAkPQScCBwn6beAt0fEvclHYmZmHQ1b6AEiYhOwqa3t8pbpA8AFR1i2dxT5mZnZKDXiYKyZmY0dF3ozs8y50JuZZc6F3swscy70ZmaZc6E3M8ucC72ZWeZc6M3MMudCb2aWORd6M7PMudCbmWXOhd7MLHMu9GZmmXOhNzPLnAu9mVnmXOjNzDLnQm9mljkXejOzzLnQm5llrlKhl7RQ0k5Jg5JWdZg/VdL15fytknpb5v1h2b5T0q8nzN3MzCoYttBLmgysBRYB84Flkua3dbsY2B8Rc4GrgDXlsvOBpcCpwELgk2U8MzPrkipb9AuAwYjYFRHPABuAxW19FgPXlNMbgXMlqWzfEBE/iYgHgcEynpmZdYki4ugdpCXAwoh4X/n+PcCZEbGypc89ZZ895fsHgDOBK4BbIuIzZft64KsRsbHtZ6wAVpRvXwPsrJD7ycBjFfp1K07KWE3MKWUs59T9WM6p+7G6ndMrI6Kn04wpiZIYlYhYB6yrs4ykgYjoG+3PThUn95xSxnJO3Y/lnLofq0k5Vdl18wgwq+X9zLKtYx9JU4BpwN6Ky5qZ2RiqUui3AfMkzZF0HMXB1f62Pv3A8nJ6CbAlin1C/cDS8qycOcA84NY0qZuZWRXD7rqJiIOSVgKbgcnA1RGxQ9KVwEBE9APrgeskDQL7KL4MKPt9HrgXOAj814h4LlHutXb1dCFOylhNzCllLOfU/VjOqfuxGpPTsAdjzcxsYvOVsWZmmXOhNzPLnAu9mVnmJlShl/QySS9rWqxUch9fSqnGl/t6SqmJ66qJOaWUanyNL/SSZkvaIGkI2ArcKulfy7becYw1TdJqSfdL2idpr6T7yraTximnZLHKeC+XdEb5ennd5VPHSjW+1OupjJlkXeW6znPPKWWssfh8EhGNfgHfAS4CJre0TaY4hfOWcYy1GbgMOKWl7ZSy7caJPD7gdOAW4D7g6+Xr/rLtjJo5pYyVanwp13mS8R0D6zz3nBo3vsNijmShbr6A741kXhdi7RzJvIkwPmA7xf2M2tvPAu6smVPKWKnGl3KdJxnfMbDOc8+pceNrfTXiXjfDuE3SJynujrm7bJtFcSXuHeMY62FJlwLXRMSjUPzZBvzHltjdzilVrJdGxNb2xoi4RdJLa+aUMlaq8aVc56nGl/s6zz2nJo7vpxp/wZSK2y5cTHHL4xll8x7g74H1EfGTcYr1c8CqMtbPl82PUtz2YU1E7BuHnJLEkvRx4FXAtRz+QXsv8GC03Lm0y7FSjS/lOk8yvmNgneeeU+PGd1jMphd6Gx+SFnH4B+0RoD8iNo1nrCZKNb7c13nuOTVxfIdM6EIv6R0R8Q8NjHVGRNzesJySxWqiVOPLfT2l1MR11cScUhrp+Bp/euUw3tTQWP8lUZzGjU/FQ2KSSBmLdOsq2TpPNb7c13nuOTVhfBO60EfERxoa65JEcZo4PiWKkzRWqvGlXOekG1/W65zMc0oZa6Tja/yuG0mzgX+NiAOSRHFWyxkUtz7+dEQcrBHrnRTnuB9IlNtbgEcjYqekNwO/DNwXETfUjHMCxcPTZwHPAd8t83x+BDm9ls77Ce+rG6uJJC0AIiK2qXj4/ELg/tHuB5V0bUS8N0mSGdELz6D4QUR8XdK7gV+hOF98XUQ8O055+XNeJ94EKPT3AAsi4ilJayiObH8FeBtARPynGrGeBp4Evgp8DtgcI7w/vqS/oHjQ+RSKi6fOLeO+FbgjIv6gYpwLgd8H7gJ+Dfg2xV9apwH/ISLuqpHTZcAyige47ymbZ1L8om6IiNVVYx3lZ/xuRPxNzWVeS/ELuTUinmhpXxgRX6sR5yPAIop1/n8pnkv8DeA8iv/LP60Yp/3BOaJY91sAIuKdVXPqEPtsis/FPRFxY43lzqTYSPixpJdQnNF1aIPmzyLi8RqxPgh8OSLqnOZ7pFh/R7G+jwd+BJwAfIni866IWH7kpX8m1i8C/57DN2g+GxE/rpmTP+d11TnpfjxewL0t07cBk1re170Q4Q7g54BLgH+kOB3yU8BbR5DXDooCcTywHzi+bH8RxS951Th3tSx7cvkfCfA64Ns1c/ou8KIO7ccxwgstOsT6fs3+H6R42PtXgIeAxS3zbq8Z626KKwSPB34MnFi2vwS4q0ac24HPAOdQfDGfA/ywnK71WQBubZm+hOLCmY8A3wJW1fw8TSmn1wF/AZxdxvpSzZweB34AfBP4ANAziv/vu8p/p5S/L5PL96q5zj8I3Aj8d4qNmbXAn1J8kZ1TMyd/zmu+JsIFU7slvS0itlCswFkUFytNH0GsiIj9wKeBT0s6BbgQWC1pZkTMOvriPxMrJB3avXLoT6PnqXfsQ8DT5fSTlOfkR8Rdkk6sEefQz34F8HBb+y+U86olJB3prwgBde/fcQnwxoh4orxPx0ZJvRHxl9Tfd3kwir/AnpL0QJRbghHxdMv/QxV9wIeA/wb8QURsl/R0RNxUMx8ovtgPWQGcFxFDkj5Kcfl71a3LSfHCbsi+iDijnP5nSdtr5rQLeCPw7ygupf9jSbdR/BX7pYj4fzViTSp337yUovBMo3iK3FQOH/twLgFOj4jnJH0M2BQR50j6K+D/AG+oEcuf85omQqF/H3CtpCsotlS2lx/8k4AP14x12AqPiH8BPg58XNIra8a6QdI3gRcDfw18XtItFFuFN9eIswn4mqSbKfbDfQGKu9a151vB7wH/KOl7vHDRxmxgLlD5gg2KD/mvU/yl0koUW2N1TIryz9iIeEjSORS/BK+k/viekXR8RDxFUciKpKRp1PgFj+LYx1WSvlD++ygj/12YVF48N4liV8ZQ+TOelFT5+BFwT8vugjsl9UXEgKRXA3X3g0c5xhuBGyW9iGJXwDLgo0BPjVjrKe7ZMpnii/ELknZRXNq/oWZeUyh22Uyl2AVERHy/zK+O38Of83pS/JnTjRfwSxQHX95Fsc9q0ghinJM4p18GziqnX0Wxr/3CurkBv1Eue15L2yRg6ghymkTxS/iu8nUWLTdHqhhjPXD2EeZ9tmasLRRbcq1tUyiuIHyuZqyO64Nil9dpo/h/PJ9iP/hIln2IYgv6wfLfXyjbTwC214gzDfhb4AGKOxY+W8a7CXh9zZzuOMq840cwxlcAryinTwKWUBw3qxPjQxS7KT9N8cXxu2V7D3DzCHLy57zGq/EHYw9RcR+Znx5hj/L+MrnESpnTEeKfEC0HiLpF0kyKP0X/pcO8N0fEtxL9nCTjSxjneODlEfFgzeVOBOZQFIk9I/kcSHp1RHy37nIj+Dm11pWkUyk22O6JiPvHLrPu69bnfKQaX+glnU5xwHQaxSlUUBxh/xHwgahxBWoTY6XMaZif8/2ImJ0gTrIvjMSxUo0vSZwyVqO+fMYg1rh8piS9juKA9QyKM90ui+LYG5JujYgFo81pPI3F+CbCPvq/Bf5ztN0ZTtJZwN8Ar5/gsZLlJOlIxyxEuU80gXsp9od2PVaq8XVpPUG6dTXh1/kw6o7vk8AVFAe730dxwPqdEfEANQ4Qpyyokk6j2C2VojgnGV+riVDom3or0SbenvbPgP8JdDoIWPlMoJS/3IkLRZLxJYzTyC+fJq7zxDn9m3jhvPSPlmcUfU3Se3jh7LcqUhbU/50wVqrx/dREKPRflXQDnW//WfkihAbHSpnT7cBXIuK29hmS3lcjTrJCmDhWqvGligMN/PJJHKuJnykkTYvyIrKI+IakdwFfBOo8XzVlQU1anBON7wUjOYLb7RfFqWGforgf89+X07+RS6yEcV7DES6OoTgwWDXOtynOCe40b3fNnFLGSjW+JHFSju8YWOcpc3o35dlube2zKW6LUjXOncC0trbXAd8D9tbMKWWsJONrfTX+YKx1n6TXAPuiPCe8bd7Lo8aZICljNVGq8eW+zhua07uBXRFxS1v7bOCPosbNCVPGGhMj+Xbo5ovibJTVFDdR2gfsLadXAydN9FhjlNP9o43VxFeq8eW+npq4znPPqenjmwi3Kf48xZVrvxYRL4uI6RQ3oPpROW+ixxqLnM5pi7W/TixJ0yStlnS/pH2S9kq6r2w7qU5CKWORaHwJ4yQbX+7rPPecmji+w4z3t1eFb7edI5k3UWI1NKfNwGXAKS1tp5RtN9bMKWWsJq7zJOM7BtZ57jk1bnyHLTeShbr5orhfx6W0HPihuEfFZcDXJ3qshubUuC+fBq/zJn75NHGd555T48bX+poIu24uAqYDN0naL2kf8E8UpxldmEGsJub0sKRLVdyWASgOmKm4D3jde5ynjNXEdZ5qfLmv89xzauL4XjCSb4duv4DXUtxy9YS29oU5xGpaThT37F9DcTBoP8UBofvKtpfVzCdZrCau81Tjy32d555TE8d32HIjWaibL9Le0L9xsZqYU+oPWqpYTVzniceX7TrPPaemju+ny41koW6+KJ62ckI53QsMAB8q398x0WM1NKemfvk0cZ037sunoes895waN77W10S4BULKG/o3MVYTc0r5tJyUsZq4zlONL/d1nntOTRzfCwFHslCXPariVr4AlCvgHZQ34c8gVhNzOuyDRvFM1UUqHgE3qg/tKGM1cZ2nGl/u6zz3nJo4vheM5M+Abr4o7s1+yhHmvXmix2poTimflpMyVhPXeZLxHQPrPPecGje+1pfvdWM/QwmflpMyVhOlGl/u6zz3nJo4vsNycKE3M8vbRNhHb2Zmo+BCb2aWORd6sxGQdI6kfxjvPMyqcKE3OwoV/HtiE5o/wGZtJPVK2inpWuAeYL2keyTdLemiDv3fJOkOSa/qfrZmw5sIV8aajYd5wHJgBvB+4PUUF6xsk3TzoU6SfgX4XxSXvH9/PBI1G4636M06eziK53+eDXwuIp6L4rmmNwFvKvv8ErAO+E0XeWsyF3qzzp6s0OeHwAHgDWOci9mouNCbHd03gYskTZbUA7wFuLWc9yPgfODPyxtPmTWSC73Z0X0ZuAu4k+J+Jpe2XuZe7s55B7BW0pnjk6LZ0fkWCGZmmfMWvZlZ5lzozcwy50JvZpY5F3ozs8y50JuZZc6F3swscy70ZmaZ+/+8aENi0vntugAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil_kratce('folk a country', 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "38149483",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.393048\n",
       "2007.0    0.427386\n",
       "2008.0    0.310044\n",
       "2009.0    0.295276\n",
       "2010.0    0.226891\n",
       "2011.0    0.246914\n",
       "2012.0    0.270161\n",
       "2013.0    0.240602\n",
       "2014.0    0.312253\n",
       "2015.0    0.276423\n",
       "2016.0    0.202479\n",
       "2017.0    0.293680\n",
       "2018.0    0.297297\n",
       "2019.0    0.290043\n",
       "2020.0    0.204724\n",
       "2021.0    0.206009\n",
       "2022.0    0.206349\n",
       "2023.0    0.208791\n",
       "dtype: float64"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil_kratce('rock', 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "76903695",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.157754\n",
       "2007.0    0.178423\n",
       "2008.0    0.165939\n",
       "2009.0    0.208661\n",
       "2010.0    0.273109\n",
       "2011.0    0.230453\n",
       "2012.0    0.213710\n",
       "2013.0    0.191729\n",
       "2014.0    0.114625\n",
       "2015.0    0.162602\n",
       "2016.0    0.107438\n",
       "2017.0    0.148699\n",
       "2018.0    0.130631\n",
       "2019.0    0.099567\n",
       "2020.0    0.118110\n",
       "2021.0    0.111588\n",
       "2022.0    0.099206\n",
       "2023.0    0.120879\n",
       "dtype: float64"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil_kratce('hip hop a rap', 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "fd5453d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.371658\n",
       "2007.0    0.369295\n",
       "2008.0    0.432314\n",
       "2009.0    0.468504\n",
       "2010.0    0.453782\n",
       "2011.0    0.465021\n",
       "2012.0    0.471774\n",
       "2013.0    0.428571\n",
       "2014.0    0.407115\n",
       "2015.0    0.439024\n",
       "2016.0    0.450413\n",
       "2017.0    0.438662\n",
       "2018.0    0.369369\n",
       "2019.0    0.406926\n",
       "2020.0    0.354331\n",
       "2021.0    0.386266\n",
       "2022.0    0.301587\n",
       "2023.0    0.335165\n",
       "dtype: float64"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil_kratce('pop', 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "e8cb33cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "rok\n",
       "2006.0    0.141711\n",
       "2007.0    0.116183\n",
       "2008.0    0.165939\n",
       "2009.0    0.204724\n",
       "2010.0    0.260504\n",
       "2011.0    0.263374\n",
       "2012.0    0.245968\n",
       "2013.0    0.251880\n",
       "2014.0    0.193676\n",
       "2015.0    0.280488\n",
       "2016.0    0.239669\n",
       "2017.0    0.200743\n",
       "2018.0    0.184685\n",
       "2019.0    0.207792\n",
       "2020.0    0.196850\n",
       "2021.0    0.141631\n",
       "2022.0    0.190476\n",
       "2023.0    0.159341\n",
       "dtype: float64"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "podil_kratce('elektronická taneční hudba', 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "a2b189d2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "zanry_kratce\n",
       "pop                           2443\n",
       "rock                          2308\n",
       "elektronická taneční hudba    1333\n",
       "hip hop a rap                  922\n",
       "folk a country                 622\n",
       "dtype: int64"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zanry[zanry['rok'] == 2023].groupby('zanry_kratce').size().nlargest()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}