{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Spotify Analytics — analizando música con datos\n",
    "\n",
    "Un recorrido práctico por cómo explorar un dataset de canciones de Spotify: popularidad, géneros y las **características de audio** (bailabilidad, energía, valencia, acústica) que definen el sonido de cada estilo.\n",
    "\n",
    "> **Datos:** usa el [Spotify Tracks Dataset de Kaggle](https://www.kaggle.com/datasets/maharshipandya/-spotify-tracks-dataset). Si el CSV no está en la carpeta, el notebook genera un dataset de ejemplo con el mismo esquema para que puedas correrlo igual.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import numpy as np, pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib as mpl\n",
    "\n",
    "PALETA = [\"#a78bfa\",\"#ec4899\",\"#10b981\",\"#6c63ff\",\"#f59e0b\",\"#38bdf8\",\"#f472b6\",\"#34d399\",\"#c084fc\",\"#fb923c\"]\n",
    "mpl.rcParams.update({\n",
    "    \"figure.facecolor\":\"#0f0f17\",\"axes.facecolor\":\"#0f0f17\",\"savefig.facecolor\":\"#0f0f17\",\n",
    "    \"text.color\":\"#e6e6f0\",\"axes.labelcolor\":\"#c9c9dc\",\"xtick.color\":\"#9999b8\",\"ytick.color\":\"#9999b8\",\n",
    "    \"axes.edgecolor\":\"#2a2a3a\",\"grid.color\":\"#20202e\",\"axes.grid\":True,\"grid.alpha\":.5,\n",
    "    \"font.size\":11,\"axes.titlesize\":13,\"axes.titleweight\":\"bold\",\"figure.dpi\":110,\n",
    "})\n",
    "np.random.seed(7)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Cargar los datos\n",
    "\n",
    "Intento leer el CSV de Kaggle; si no está, uso datos de ejemplo realistas (mismo esquema de columnas)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "No se encontró el CSV de Kaggle -> uso datos de EJEMPLO (mismo esquema).\n",
      "(4257, 10)\n"
     ]
    }
   ],
   "source": [
    "\n",
    "def cargar_datos():\n",
    "    \"\"\"Carga el dataset de Spotify de Kaggle si está presente; si no,\n",
    "    genera un dataset de ejemplo realista para que el notebook corra igual.\"\"\"\n",
    "    import os\n",
    "    for archivo in (\"spotify_tracks.csv\",\"dataset.csv\",\"data/dataset.csv\"):\n",
    "        if os.path.exists(archivo):\n",
    "            df = pd.read_csv(archivo)\n",
    "            print(f\"Dataset real cargado desde {archivo}: {df.shape[0]:,} filas\")\n",
    "            return df\n",
    "    print(\"No se encontró el CSV de Kaggle -> uso datos de EJEMPLO (mismo esquema).\")\n",
    "    # perfiles por género: [danceability, energy, valence, acousticness, tempo, popularidad]\n",
    "    perfiles = {\n",
    "        \"pop\":        (.72,.68,.62,.18,118, 62),\n",
    "        \"reggaeton\":  (.82,.72,.68,.12,ninety:=95, 66),\n",
    "        \"rock\":       (.52,.78,.50,.10,128, 55),\n",
    "        \"metal\":      (.42,.94,.34,.03,140, 48),\n",
    "        \"edm\":        (.68,.88,.46,.06,126, 58),\n",
    "        \"hip-hop\":    (.74,.64,.54,.16,102, 64),\n",
    "        \"classical\":  (.28,.22,.30,.90, 96, 40),\n",
    "        \"jazz\":       (.55,.40,.52,.62,116, 45),\n",
    "        \"r&b\":        (.68,.55,.55,.28,104, 57),\n",
    "        \"indie\":      (.56,.60,.48,.35,120, 50),\n",
    "    }\n",
    "    filas=[]\n",
    "    generos=list(perfiles)\n",
    "    for g,(d,e,v,a,t,pop) in perfiles.items():\n",
    "        n=np.random.randint(360,520)\n",
    "        def clip01(x): return np.clip(x,0,1)\n",
    "        filas.append(pd.DataFrame({\n",
    "            \"track_genre\": g,\n",
    "            \"danceability\": clip01(np.random.normal(d,.12,n)),\n",
    "            \"energy\":       clip01(np.random.normal(e,.12,n)),\n",
    "            \"valence\":      clip01(np.random.normal(v,.15,n)),\n",
    "            \"acousticness\": clip01(np.random.normal(a,.10,n)),\n",
    "            \"tempo\":        np.clip(np.random.normal(t,16,n),60,210),\n",
    "            \"popularity\":   np.clip(np.random.normal(pop,16,n),0,100).round().astype(int),\n",
    "            \"year\":         np.random.randint(2015,2024,n),\n",
    "        }))\n",
    "    df=pd.concat(filas,ignore_index=True)\n",
    "    # popularidad ligada un poco a energía y bailabilidad (patrón realista)\n",
    "    df[\"popularity\"]=np.clip(df[\"popularity\"]+ (df[\"danceability\"]-.5)*14 + (df[\"energy\"]-.5)*8,0,100).round().astype(int)\n",
    "    df[\"artists\"]=[\"Artista \"+str(i%800) for i in range(len(df))]\n",
    "    df[\"track_name\"]=[\"Track \"+str(i) for i in range(len(df))]\n",
    "    return df.sample(frac=1,random_state=1).reset_index(drop=True)\n",
    "\n",
    "df = cargar_datos()\n",
    "print(df.shape)\n",
    "df.head()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Un vistazo y limpieza\n",
    "\n",
    "Antes de analizar: forma del dataset, valores nulos, duplicados y un resumen estadístico de las variables clave."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Filas x columnas: (4257, 10)\n",
      "\n",
      "Valores nulos por columna:\n",
      " track_genre     0\n",
      "danceability    0\n",
      "energy          0\n",
      "valence         0\n",
      "acousticness    0\n",
      "tempo           0\n",
      "popularity      0\n",
      "year            0\n",
      "artists         0\n",
      "track_name      0\n",
      "\n",
      "Duplicados quitados: 0\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Vistazo general y limpieza básica\n",
    "print(\"Filas x columnas:\", df.shape)\n",
    "print(\"\\nValores nulos por columna:\\n\", df.isna().sum().to_string())\n",
    "antes=len(df); df=df.drop_duplicates(); print(f\"\\nDuplicados quitados: {antes-len(df)}\")\n",
    "df.describe()[[\"danceability\",\"energy\",\"valence\",\"acousticness\",\"tempo\",\"popularity\"]].round(2)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. ¿Cómo se reparte la popularidad?\n",
    "\n",
    "La popularidad va de 0 a 100. Ver su distribución dice mucho: casi siempre hay muchas canciones 'del montón' y pocos hits."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "La mayoría de las canciones tiene popularidad media-baja; los 'hits' son pocos (cola a la derecha).\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure>"
      ]
     },
     "metadata": {}
    }
   ],
   "source": [
    "\n",
    "# ¿Cómo se distribuye la POPULARIDAD? (0 = nadie la escucha, 100 = hit global)\n",
    "fig,ax=plt.subplots(figsize=(8,4.2))\n",
    "ax.hist(df[\"popularity\"],bins=30,color=\"#a78bfa\",edgecolor=\"#0f0f17\")\n",
    "ax.axvline(df[\"popularity\"].mean(),color=\"#ec4899\",ls=\"--\",lw=2,label=f\"media = {df['popularity'].mean():.0f}\")\n",
    "ax.set_title(\"Distribución de la popularidad de las canciones\")\n",
    "ax.set_xlabel(\"Popularidad (0–100)\"); ax.set_ylabel(\"N° de canciones\"); ax.legend()\n",
    "fig.tight_layout()\n",
    "print(\"La mayoría de las canciones tiene popularidad media-baja; los 'hits' son pocos (cola a la derecha).\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Popularidad por género\n",
    "\n",
    "¿Qué estilos concentran más popularidad en el dataset?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "track_genre\n",
      "reggaeton    72.2\n",
      "hip-hop      69.2\n",
      "pop          66.9\n",
      "edm          63.2\n",
      "r&b          60.4\n",
      "rock         57.6\n",
      "indie        50.1\n",
      "metal        49.6\n",
      "jazz         44.5\n",
      "classical    35.1\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure>"
      ]
     },
     "metadata": {}
    }
   ],
   "source": [
    "\n",
    "# Popularidad promedio por GÉNERO\n",
    "pg=df.groupby(\"track_genre\")[\"popularity\"].mean().sort_values()\n",
    "fig,ax=plt.subplots(figsize=(8,5))\n",
    "ax.barh(pg.index,pg.values,color=\"#6c63ff\")\n",
    "ax.bar_label(ax.containers[0],fmt=\"%.0f\",color=\"#e6e6f0\",padding=3,fontsize=9)\n",
    "ax.set_title(\"Popularidad promedio por género\")\n",
    "ax.set_xlabel(\"Popularidad media\")\n",
    "fig.tight_layout()\n",
    "print(pg.round(1).sort_values(ascending=False).to_string())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. ¿Qué se relaciona con ser popular?\n",
    "\n",
    "Una matriz de correlación entre las características de audio y la popularidad. Valores cerca de 1 (o -1) indican relación fuerte."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Bailabilidad y energía son las que más acompañan a la popularidad; lo acústico va al revés.\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure>"
      ]
     },
     "metadata": {}
    }
   ],
   "source": [
    "\n",
    "# ¿Qué característica se relaciona con la popularidad?\n",
    "feats=[\"danceability\",\"energy\",\"valence\",\"acousticness\",\"tempo\",\"popularity\"]\n",
    "corr=df[feats].corr()\n",
    "fig,ax=plt.subplots(figsize=(6.5,5.4))\n",
    "im=ax.imshow(corr,cmap=\"magma\",vmin=-1,vmax=1)\n",
    "ax.set_xticks(range(len(feats)),feats,rotation=45,ha=\"right\"); ax.set_yticks(range(len(feats)),feats)\n",
    "for i in range(len(feats)):\n",
    "    for j in range(len(feats)):\n",
    "        ax.text(j,i,f\"{corr.iloc[i,j]:.2f}\",ha=\"center\",va=\"center\",\n",
    "                color=\"#fff\" if abs(corr.iloc[i,j])<.6 else \"#111\",fontsize=9)\n",
    "ax.set_title(\"Correlación entre características de audio\")\n",
    "fig.colorbar(im,fraction=.046,pad=.04)\n",
    "fig.tight_layout()\n",
    "print(\"Bailabilidad y energía son las que más acompañan a la popularidad; lo acústico va al revés.\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6. La 'firma' de audio de cada género\n",
    "\n",
    "Cada género ocupa una zona distinta del mapa energía–bailabilidad. Las estrellas marcan el promedio de cada estilo."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "El metal/EDM viven arriba (alta energía); el reggaetón/pop a la derecha (alta bailabilidad); lo clásico abajo-izquierda.\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure>"
      ]
     },
     "metadata": {}
    }
   ],
   "source": [
    "\n",
    "# Cada género tiene su \"firma\" de audio: energía vs bailabilidad\n",
    "fig,ax=plt.subplots(figsize=(8,5.4))\n",
    "for i,(g,sub) in enumerate(df.groupby(\"track_genre\")):\n",
    "    ax.scatter(sub[\"danceability\"],sub[\"energy\"],s=10,alpha=.35,color=PALETA[i%len(PALETA)],label=g)\n",
    "    ax.scatter(sub[\"danceability\"].mean(),sub[\"energy\"].mean(),s=220,marker=\"*\",\n",
    "               color=PALETA[i%len(PALETA)],edgecolor=\"#0f0f17\",zorder=5)\n",
    "ax.set_xlabel(\"Bailabilidad\"); ax.set_ylabel(\"Energía\")\n",
    "ax.set_title(\"Firma de audio por género (★ = promedio del género)\")\n",
    "ax.legend(fontsize=8,ncol=2,framealpha=.15)\n",
    "fig.tight_layout()\n",
    "print(\"El metal/EDM viven arriba (alta energía); el reggaetón/pop a la derecha (alta bailabilidad); lo clásico abajo-izquierda.\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 7. Perfil de audio por género\n",
    "\n",
    "Un radar compara de un vistazo el 'carácter' de tres géneros muy distintos."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure>"
      ]
     },
     "metadata": {}
    }
   ],
   "source": [
    "\n",
    "# Perfil de audio de 3 géneros (radar)\n",
    "ejes=[\"danceability\",\"energy\",\"valence\",\"acousticness\"]\n",
    "sel=[\"reggaeton\",\"metal\",\"classical\"]\n",
    "ang=np.linspace(0,2*np.pi,len(ejes),endpoint=False).tolist(); ang+=ang[:1]\n",
    "fig,ax=plt.subplots(figsize=(6,6),subplot_kw=dict(polar=True))\n",
    "for i,g in enumerate(sel):\n",
    "    vals=df[df.track_genre==g][ejes].mean().tolist(); vals+=vals[:1]\n",
    "    ax.plot(ang,vals,color=PALETA[i],lw=2,label=g); ax.fill(ang,vals,color=PALETA[i],alpha=.12)\n",
    "ax.set_xticks(ang[:-1],[\"bailabilidad\",\"energía\",\"valencia\\n(ánimo)\",\"acústico\"])\n",
    "ax.set_yticklabels([]); ax.set_title(\"Perfil de audio por género\",pad=20)\n",
    "ax.legend(loc=\"upper right\",bbox_to_anchor=(1.25,1.1),fontsize=9)\n",
    "fig.tight_layout()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
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    "## Conclusiones\n",
    "\n",
    "- La **popularidad** se concentra: muchas canciones medias y pocos hits (cola larga).\n",
    "- **Bailabilidad** y **energía** son las características que más acompañan a la popularidad; lo **acústico** tiende a lo contrario.\n",
    "- Cada **género** tiene una firma de audio clara y separable — los datos 'ven' la diferencia entre metal, reggaetón y clásico sin que se la digamos.\n",
    "\n",
    "El método es reproducible: cambia el dataset de ejemplo por el CSV real de Kaggle y todo el análisis corre igual."
   ]
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