métricas en redes bipartitas.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "05548036-3e20-4384-9955-26dbde146c4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import networkx as nx\n",
    "from networkx.algorithms import bipartite\n",
    "import nxpd\n",
    "import funciones_network_science\n",
    "import re"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1201180-d8ad-447e-ac47-a2e4c2fbc3ae",
   "metadata": {},
   "source": [
    "### Datos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "98dc3ae8-4174-483e-9f14-7d37cdd8cb5d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#nodos\n",
    "pro = pd.read_csv('Data/Nodes/pro.tsv', sep=\"\\t\")\n",
    "gen = pd.read_csv('Data/Nodes/gen.tsv', sep=\"\\t\")\n",
    "dru = pd.read_csv('Data/Nodes/dru.tsv', sep=\"\\t\")\n",
    "dis = pd.read_csv('Data/Nodes/dis.tsv', sep=\"\\t\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e0fb9e3c-1d66-414c-81fe-291e0bc5c3a5",
   "metadata": {},
   "outputs": [],
   "source": [
    "#links\n",
    "pro_pro = pd.read_csv('Data/Links/pro_pro.tsv', sep=\"\\t\")\n",
    "dis_gen = pd.read_csv('Data/Links/dis_gen.tsv', sep=\"\\t\")\n",
    "dse_sym = pd.read_csv('Data/Links/dse_sym.tsv', sep=\"\\t\")\n",
    "dis_dru_the = pd.read_csv('Data/Links/dis_dru_the.tsv', sep=\"\\t\")\n",
    "gen_pro = pd.read_csv('Data/Links/gen_pro.tsv', sep=\"\\t\")\n",
    "dru_pro = pd.read_csv('Data/Links/dru_pro.tsv', sep=\"\\t\")\n",
    "dse_sym_limpio = pd.read_csv('Data/dse_sym_limpio.tsv', sep=\"\\t\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb7d41a0-d1fd-45f8-8763-1d462af9d36a",
   "metadata": {},
   "source": [
    "### Redes bipartitas"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3edad904-1d84-46b8-b7c4-b1350e46e8f3",
   "metadata": {},
   "source": [
    "##### 1. Red enfermedades y genes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8818776b-9848-4752-ae20-30b91cd6ad8e",
   "metadata": {},
   "outputs": [],
   "source": [
    "G_dis_gen = nx.Graph() #red vacía de enfermedades y genes\n",
    "\n",
    "for i, enf in enumerate(dis_gen[\"dis\"]): #desde el dataframe dis_gen, obtengo el id de la enfermedad (enf) y su posición (i)\n",
    "    gen = dis_gen['gen'][i] #obtengo el gen en la misma posición que cada enfermedad pero en la columna \"gen\" del dataframe\n",
    "    G_dis_gen.add_node(enf, bipartite='enf') #añado las enfermedades como nodos y las etiqueto como bipartite = enf\n",
    "    G_dis_gen.add_node(gen, bipartite='gen') #añado los genes como nodos y las etiqueto como bipartite = gen\n",
    "    G_dis_gen.add_edge(enf, gen) #añado una conexión entre los genes y las enfermedades de la misma fila\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a569018f-9c24-4183-98a2-eb3f0588fe0b",
   "metadata": {},
   "source": [
    "##### 2. Red enfermedades y fármacos "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3a7a96dd-f1cf-4838-a4b9-a82bb23686d4",
   "metadata": {},
   "outputs": [],
   "source": [
    "G_dis_dru = nx.Graph() #red vacía de enfermedades y fármacos\n",
    "\n",
    "for i, enf in enumerate(dis_dru_the[\"dis\"]): #desde el dataframe dis_dru_the, obtengo el id de la enfermedad (enf) y su posición (i)\n",
    "    dru = dis_dru_the['dru'][i] #obtengo el fármaco en la misma posición que cada enfermedad pero en la columna \"dur\" del dataframe\n",
    "    G_dis_dru.add_node(enf, bipartite='enf') #añado las enfermedades como nodos y las etiqueto como bipartite = enf\n",
    "    G_dis_dru.add_node(dru, bipartite='dru') #añado los fármacos como nodos y las etiqueto como bipartite = dru\n",
    "    G_dis_dru.add_edge(enf, dru) #añado una conexión entre los fármacos y las enfermedades de la misma fila\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bce68263-4f2b-4eb0-8c53-3370efe5bdb3",
   "metadata": {},
   "source": [
    "##### 3. Red enfermedades y síntomas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2c634735-31c0-4234-b033-75c3ea31f7c2",
   "metadata": {},
   "outputs": [],
   "source": [
    "G_dse_sym = nx.Graph() #red vacía de enfermedades y síntomas\n",
    "\n",
    "for i, enf in enumerate(dse_sym_limpio[\"dse\"]): #desde el dataframe dse_sy,, obtengo el id de la enfermedad (enf) y su posición (i)\n",
    "    sym = dse_sym_limpio['sym'][i] #obtengo el síntoma en la misma posición que cada enfermedad pero en la columna \"sym\" del dataframe\n",
    "    G_dse_sym.add_node(enf, bipartite='enf') #añado las enfermedades como nodos y las etiqueto como bipartite = enf\n",
    "    G_dse_sym.add_node(sym, bipartite='sym') #añado los síntomas como nodos y las etiqueto como bipartite = sym\n",
    "    G_dse_sym.add_edge(enf, sym) #añado una conexión entre los síntomas y las enfermedades de la misma fila\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "df62864a-a654-48c5-befc-011a97b5bad2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True\n",
      "True\n",
      "True\n"
     ]
    }
   ],
   "source": [
    "#compruebo que sean bipartitos\n",
    "print(bipartite.is_bipartite(G_dis_gen))\n",
    "print(bipartite.is_bipartite(G_dis_dru))\n",
    "print(bipartite.is_bipartite(G_dse_sym)) #el último es falso, puede ser pq coinciden códigos de síntomas y enf y se líe?"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e27bcaf9-072b-4e6a-b0d9-8e2bda76eb59",
   "metadata": {},
   "source": [
    "### Redes proyectadas"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26391afc-c719-4de4-86ff-40cda2cbf219",
   "metadata": {},
   "source": [
    "##### 1. Red enfermedades según genes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6b126aff-3e72-4457-9e3d-66714d69219b",
   "metadata": {},
   "outputs": [],
   "source": [
    "enf = {enf for enf, etiqueta in G_dis_gen.nodes(data=True) if etiqueta['bipartite'] == 'enf'} #selecciono los nodos que tendrá mi gráfico proyectado. \n",
    "#nota: data=true me da diccionario con nodo y etiqueta (en este caso, bipartite)\n",
    "G_dis_gen_proj = bipartite.projected_graph(G_dis_gen, enf) #gráfico unipartito con enfermedades conectadas según los genes que compartan"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca31f1bf-4a11-48c8-8e99-b364984214bb",
   "metadata": {},
   "source": [
    "##### 2. Red enfermedades según fármacos "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "befab3f7-e32d-4648-b513-dd5c906af847",
   "metadata": {},
   "outputs": [],
   "source": [
    "enf = {enf for enf, etiqueta in G_dis_dru.nodes(data=True) if etiqueta['bipartite'] == 'enf'} #selecciono los nodos que tendrá mi gráfico proyectado. \n",
    "G_dis_dru_proj = bipartite.projected_graph(G_dis_dru, enf) #gráfico unipartito con enfermedades conectadas según los fármacos que compartan"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "82ec2058-dea6-4650-8c7f-4d1f6ef4dd90",
   "metadata": {},
   "source": [
    "##### 3. Red enfermedades según síntomas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "9f8e9d2e-8c68-48a9-ba11-d5525ff7583d",
   "metadata": {},
   "outputs": [],
   "source": [
    "enf = {enf for enf, etiqueta in G_dse_sym.nodes(data=True) if etiqueta['bipartite'] == 'enf'} #selecciono los nodos que tendrá mi gráfico proyectado. \n",
    "G_dse_sym_proj = bipartite.projected_graph(G_dse_sym, enf) #gráfico unipartito con enfermedades conectadas según los fármacos que compartan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "3202bbee-fa13-4fa8-9352-d27e635ef3d5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "False\n",
      "False\n",
      "False\n"
     ]
    }
   ],
   "source": [
    "#compruebo que no sean bipartitos\n",
    "print(bipartite.is_bipartite(G_dis_gen_proj))\n",
    "print(bipartite.is_bipartite(G_dis_dru_proj))\n",
    "print(bipartite.is_bipartite(G_dse_sym_proj))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b48f040-7520-43e6-bb7e-08cf10c9d4cf",
   "metadata": {},
   "source": [
    "#### Matrices Shortest Path Length"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "910a8e8c-b0d0-4482-bbe0-a3a18e91af0b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Matrices redes bipartitas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "92c2468f-3477-4286-8a56-47f0571caeb5",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_gen_bip_1 = funciones_network_science.matriz_spl_enfermedades_bip(dis_gen, G_dis_gen)\n",
    "matriz_enf_gen_bip_1.to_csv(\"SPL enf en bipartita enf-gen.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9675a6b2-1029-48c6-b2b2-72b094f5d51f",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_gen_bip_2 = funciones_network_science.matriz_spl_var_bip(dis_gen, G_dis_gen, \"gen\")\n",
    "matriz_enf_gen_bip_2.to_csv(\"SPL genes en bipartita enf-gen.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "4a8ac898-6c4d-4850-bb63-fdbb62586264",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_dru_bip_1 = funciones_network_science.matriz_spl_enfermedades_bip(dis_dru_the, G_dis_dru)\n",
    "matriz_enf_dru_bip_1.to_csv(\"SPL enf en bipartita enf-dru.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "7f2c025d-2079-4824-ae53-b0c770049718",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_dru_bip_2 = funciones_network_science.matriz_spl_var_bip(dis_dru_the, G_dis_dru, \"dru\")\n",
    "matriz_enf_dru_bip_2.to_csv(\"SPL fármacos en bipartita enf-dru.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "6ebbd00b-7ab9-4eab-9b04-6218f7348b31",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_sym_bip_1 = funciones_network_science.matriz_spl_var_bip(dse_sym_limpio, G_dse_sym, \"dse\")\n",
    "matriz_enf_sym_bip_1.to_csv(\"SPL enf en bipartita enf-sym.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "934368dd-7219-43bd-8680-a596e04bdc63",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_sym_bip_2 = funciones_network_science.matriz_spl_var_bip(dse_sym_limpio, G_dse_sym, \"sym\")\n",
    "matriz_enf_sym_bip_2.to_csv(\"SPL síntomas en bipartita enf-sym.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "c5caf53f-8db2-43e9-b6d9-e1c899a74a18",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Matrices redes proyectadas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "5f1c88b3-a45b-42b5-92bf-0d50b23898a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_gen_proj = funciones_network_science.matriz_spl_enfermedades_proj(dis_gen, G_dis_gen_proj)\n",
    "matriz_enf_gen_proj.to_csv(\"SPL enf en proyectada enf-gen.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "1fb1dba4-d7fd-4f40-b0bc-0aad144cd899",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_dru_proj = funciones_network_science.matriz_spl_enfermedades_proj(dis_dru_the, G_dis_dru_proj)\n",
    "matriz_enf_dru_proj.to_csv(\"SPL enf en proyectada enf-dru.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "ec9ea180-0998-40e7-b9c1-17ac0ed32350",
   "metadata": {},
   "outputs": [],
   "source": [
    "matriz_enf_sym_proj = funciones_network_science.matriz_spl_enfermedades_proj(dse_sym_limpio, G_dse_sym_proj)\n",
    "matriz_enf_sym_proj.to_csv(\"SPL enf en proyectada enf-sym.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "8cb5423c-1d75-4a6c-898e-5cb96788f1cc",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Cargo los archivos que contienen las matrices de SPL\n",
    "spl_enf_dis_gen = pd.read_csv('Data/Matrices SPL/SPL enf en bipartita enf-gen.csv', sep=\",\")\n",
    "spl_gen_dis_gen = pd.read_csv('Data/Matrices SPL/SPL genes en bipartita enf-gen.csv', sep=\",\")\n",
    "spl_enf_dis_dru = pd.read_csv('Data/Matrices SPL/SPL enf en bipartita enf-dru.csv', sep=\",\")\n",
    "spl_dru_dis_dru = pd.read_csv('Data/Matrices SPL/SPL fármacos en bipartita enf-dru.csv', sep=\",\")\n",
    "spl_enf_dse_sym = pd.read_csv('Data/Matrices SPL/SPL enf en bipartita enf-sym.csv', sep=\",\")\n",
    "spl_sym_dse_sym = pd.read_csv('Data/Matrices SPL/SPL síntomas en bipartita enf-sym.csv', sep=\",\")\n",
    "spl_dis_gen_proj = pd.read_csv('Data/Matrices SPL/SPL enf en proyectada enf-gen.csv', sep=\",\")\n",
    "spl_dis_dru_proj = pd.read_csv('Data/Matrices SPL/SPL enf en proyectada enf-dru.csv', sep=\",\")\n",
    "spl_dse_sym_proj = pd.read_csv('Data/Matrices SPL/SPL enf en proyectada enf-sym.csv', sep=\",\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64a55f89-d11e-485d-849d-f973159bf6ea",
   "metadata": {},
   "source": [
    "### Número de nodos en la red"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "87569917-e482-4355-81bb-1813c706f3f1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Número de nodos en red bipartita enfermedades - genes: 34795\n"
     ]
    }
   ],
   "source": [
    "print(\"Número de nodos en red bipartita enfermedades - genes: \" + str(len(G_dis_gen.nodes)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "35c315e4-978f-4400-9d3e-bba18cadcd1e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Número de nodos en red bipartita enfermedades - fármacos: 5273\n"
     ]
    }
   ],
   "source": [
    "print(\"Número de nodos en red bipartita enfermedades - fármacos: \" + str(len(G_dis_dru.nodes)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ba00e17f-2da0-4efc-8a2f-494f11bc0b38",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Número de nodos en red bipartita enfermedades - síntomas: 6876\n"
     ]
    }
   ],
   "source": [
    "print(\"Número de nodos en red bipartita enfermedades - síntomas: \" + str(len(G_dse_sym.nodes)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "47524e14-6128-4c8a-afdf-0c3d5a7ee96b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Número de nodos en red proyectada enfermedades - genes: 20279\n"
     ]
    }
   ],
   "source": [
    "print(\"Número de nodos en red proyectada enfermedades - genes: \" + str(len(G_dis_gen_proj.nodes)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "8b104667-b894-4a06-b71b-fc542e44ce88",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Número de nodos en red proyectada enfermedades - fármacos: 3746\n"
     ]
    }
   ],
   "source": [
    "print(\"Número de nodos en red proyectada enfermedades - fármacos: \" + str(len(G_dis_dru_proj.nodes)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "b46008e3-447f-41d2-97b7-915866fc9c64",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Número de nodos en red prouectada enfermedades - síntomas: 6408\n"
     ]
    }
   ],
   "source": [
    "print(\"Número de nodos en red prouectada enfermedades - síntomas: \" + str(len(G_dse_sym_proj.nodes)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "44c13f07-fe1f-42fc-a8f9-fdbaa1034eb6",
   "metadata": {},
   "source": [
    "### Distribución de asociaciones entre nodos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "9e4d56ff-276b-4e96-9b08-3ab26d3b41dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1500 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 2, figsize=(15, 15))\n",
    "\n",
    "funciones_network_science.asociaciones(dis_gen, \"dis\", \"gen\", \"Enfermedades\", \"Genes\", axs[0, 0])\n",
    "funciones_network_science.asociaciones(dis_gen, \"gen\", \"dis\", \"Genes\", \"Enfermedades\", axs[0, 1])\n",
    "\n",
    "funciones_network_science.asociaciones(dis_dru_the, \"dis\", \"dru\", \"Enfermedades\", \"Fármacos\", axs[1, 0])\n",
    "funciones_network_science.asociaciones(dis_dru_the, \"dru\", \"dis\", \"Fármacos\", \"Enfermedades\", axs[1, 1])\n",
    "\n",
    "funciones_network_science.asociaciones(dse_sym_limpio, \"dse\", \"sym\", \"Enfermedades\", \"Síntomas\", axs[2, 0])\n",
    "funciones_network_science.asociaciones(dse_sym_limpio, \"sym\", \"dse\", \"Síntomas\", \"Enfermedades\", axs[2, 1])\n",
    "\n",
    "# Ajustar diseño y mostrar la figura\n",
    "plt.tight_layout()\n",
    "\n",
    "# Añado título\n",
    "plt.suptitle(\"Distribución de asociaciones entre nodos\", fontsize=20, y=1.05, fontweight='bold', style='italic')\n",
    "\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "353b3cb8-6820-459c-abc9-6c09dd39109f",
   "metadata": {},
   "source": [
    "### Métricas"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ce66c0af-a1d3-4c7d-a536-c5e6cd5c960f",
   "metadata": {},
   "source": [
    "##### 1. Grado de los nodos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "77a61835-7c4a-42f4-aedb-7acf1a7ecfc4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1500 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 3, figsize=(15, 15))\n",
    "\n",
    "funciones_network_science.degree_bip(G_dis_gen, dis_gen, \"enfermedades-genes\", \"genes\", axs[0, 0], axs[0, 1])\n",
    "funciones_network_science.degree_proj(G_dis_gen_proj, \"enfermedades-genes\", axs[0, 2])\n",
    "\n",
    "funciones_network_science.degree_bip(G_dis_dru, dis_dru_the, \"enfermedades-fármacos\", \"fármacos\", axs[1, 0], axs[1, 1])\n",
    "funciones_network_science.degree_proj(G_dis_dru_proj, \"enfermedades-fármacos\", axs[1, 2])\n",
    "\n",
    "funciones_network_science.degree_bip(G_dse_sym, dse_sym_limpio, \"enfermedades-síntomas\", \"síntomas\", axs[2, 0], axs[2, 1])\n",
    "funciones_network_science.degree_proj(G_dse_sym_proj, \"enfermedades-síntomas\", axs[2, 2])\n",
    "\n",
    "# Ajustar diseño y mostrar la figura\n",
    "plt.tight_layout()\n",
    "\n",
    "#Añado título\n",
    "plt.suptitle(\"Distribución de grados en redes bipartitas y proyectadas\", fontsize=20, y=1.05, fontweight='bold', style='italic')\n",
    "\n",
    "plt.savefig('grados.svg', dpi=300, format='svg', bbox_inches='tight')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4afee85-7bee-44a7-9e04-280038bf6913",
   "metadata": {},
   "source": [
    "##### 2. Average Shortest Path Length"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fe3d8b4-cec1-46ce-9aca-a5c5f709ebc8",
   "metadata": {},
   "source": [
    "2.1 Distribución de Average SPLs en redes bipartitas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "d8c1a304-a578-4a5f-8e3b-2676d15cfe06",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1500 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 3, figsize=(15, 15))\n",
    "\n",
    "funciones_network_science.average_spl(spl_enf_dis_gen, \"enfermedades-genes\", \"enfermedades\", axs[0,0], bipartita = True)\n",
    "funciones_network_science.average_spl(spl_gen_dis_gen, \"enfermedades-genes\", \"genes\", axs[0,1], bipartita = True)\n",
    "funciones_network_science.average_spl(spl_dis_gen_proj, \"enfermedades-genes\", \"enfermedades\", axs[0,2], bipartita = False)\n",
    "\n",
    "funciones_network_science.average_spl(spl_enf_dis_dru, \"enfermedades-fármacos\", \"enfermedades\", axs[1,0], bipartita = True)\n",
    "funciones_network_science.average_spl(spl_dru_dis_dru, \"enfermedades-fármacos\", \"fármacos\", axs[1,1], bipartita = True)\n",
    "funciones_network_science.average_spl(spl_dis_dru_proj, \"enfermedades-fármacos\", \"enfermedades\", axs[1,2], bipartita = False)\n",
    "\n",
    "funciones_network_science.average_spl(spl_enf_dse_sym, \"enfermedades-síntomas\", \"enfermedades\", axs[2,0], bipartita = True)\n",
    "funciones_network_science.average_spl(spl_sym_dse_sym, \"enfermedades-síntomas\", \"síntomas\", axs[2,1], bipartita = True)\n",
    "funciones_network_science.average_spl(spl_dse_sym_proj, \"enfermedades-síntomas\", \"enfermedades\", axs[2,2], bipartita = False)\n",
    "\n",
    "\n",
    "\n",
    "# Ajustar diseño y mostrar la figura\n",
    "plt.tight_layout()\n",
    "\n",
    "#Añado título\n",
    "plt.suptitle(\"Distribución de Average Shortest Path Lengths en redes bipartitas y proyectadas\", fontsize=20, y=1.05, fontweight='bold', style='italic')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0eac9e55-5447-43a5-8ba8-b9a682875a51",
   "metadata": {},
   "source": [
    "##### 3. Transitividad"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "00edbcb2-c2e1-42f1-a1b9-d7c409453e50",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Transitividad en redes bipartitas\n",
    "transitivity_dis_gen = nx.transitivity(G_dis_gen)\n",
    "transitivity_dis_dru = nx.transitivity(G_dis_dru)\n",
    "transitivity_dse_sym = nx.transitivity(G_dse_sym)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "cb2eced6-0c6b-44a8-ac9d-9866abcf2083",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "0\n",
      "0\n"
     ]
    }
   ],
   "source": [
    "print(transitivity_dis_gen)\n",
    "print(transitivity_dis_dru)\n",
    "print(transitivity_dse_sym)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "523e63b5-98c8-402b-a3cd-67cd29ae50ce",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Transitividad en redes proyectadas\n",
    "transitivity_dis_gen_proj = nx.transitivity(G_dis_gen_proj)\n",
    "transitivity_dis_dru_proj = nx.transitivity(G_dis_dru_proj)\n",
    "transitivity_dse_sym_proj = nx.transitivity(G_dse_sym_proj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "5e96ef19-94de-40f1-b4b4-27e9fdd6da88",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.3323717072252667\n",
      "0.48114198999548424\n",
      "0.8113795328022746\n"
     ]
    }
   ],
   "source": [
    "print(transitivity_dis_gen_proj)\n",
    "print(transitivity_dis_dru_proj)\n",
    "print(transitivity_dse_sym_proj)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f4fb413-8726-457b-9d74-322c88f14037",
   "metadata": {},
   "source": [
    "##### 4. Largest Connected Component"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "7fbeb16f-e22e-4f3f-bb09-34c4123993d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Redes bipartitas\n",
    "lcc_G_dis_gen = max(nx.connected_components(G_dis_gen), key=len)\n",
    "lcc_G_dis_dru = max(nx.connected_components(G_dis_dru), key=len)\n",
    "lcc_G_dse_sym = max(nx.connected_components(G_dse_sym), key=len)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "f299762c-6878-4748-8607-1b931292f05c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "34736\n",
      "5250\n",
      "6876\n"
     ]
    }
   ],
   "source": [
    "print(len(lcc_G_dis_gen))\n",
    "print(len(lcc_G_dis_dru))\n",
    "print(len(lcc_G_dse_sym))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "e77864c3-919f-4bee-8590-ea61997d642d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Redes proyectadas\n",
    "lcc_G_dis_gen_proj = max(nx.connected_components(G_dis_gen_proj), key=len)\n",
    "lcc_G_dis_dru_proj = max(nx.connected_components(G_dis_dru_proj), key=len)\n",
    "lcc_G_dse_sym_proj = max(nx.connected_components(G_dse_sym_proj), key=len)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "63b9e51c-e2a0-4e5b-95d5-dc57119538ca",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20250\n",
      "3731\n",
      "6408\n"
     ]
    }
   ],
   "source": [
    "print(len(lcc_G_dis_gen_proj))\n",
    "print(len(lcc_G_dis_dru_proj))\n",
    "print(len(lcc_G_dse_sym_proj))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a69faf06-44c3-443d-964d-c4c8fc62f107",
   "metadata": {},
   "source": [
    "##### 5. Centralidad"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a5306ed-9f95-41eb-ad93-f2aa0fa0d0ed",
   "metadata": {},
   "source": [
    "5.1 Centralidad de intermediación"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "72685ceb-8e87-4460-90e8-77cd5f919cb2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1500 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 3, figsize=(15, 15))\n",
    "\n",
    "funciones_network_science.centrality_b_bip(G_dis_gen, dis_gen, \"enfermedades-genes\", \"genes\", axs[0, 0], axs[0, 1])\n",
    "funciones_network_science.centrality_b_proj(G_dis_gen_proj, \"enfermedades-genes\", axs[0, 2])\n",
    "\n",
    "funciones_network_science.centrality_b_bip(G_dis_dru, dis_dru_the, \"enfermedades-fármacos\", \"fármacos\", axs[1, 0], axs[1, 1])\n",
    "funciones_network_science.centrality_b_proj(G_dis_dru_proj, \"enfermedades-fármacos\", axs[1, 2])\n",
    "\n",
    "funciones_network_science.centrality_b_bip(G_dse_sym, dse_sym_limpio, \"enfermedades-síntomas\", \"síntomas\", axs[2, 0], axs[2, 1])\n",
    "funciones_network_science.centrality_b_proj(G_dse_sym_proj, \"enfermedades-síntomas\", axs[2, 2])\n",
    "\n",
    "# Ajustar diseño y mostrar la figura\n",
    "plt.tight_layout()\n",
    "\n",
    "#Añado título\n",
    "plt.suptitle(\"Distribución de centralidad de intermediación en redes bipartitas y proyectadas\", fontsize=20, y=1.05, fontweight='bold', style='italic')\n",
    "\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "887d7c69-eb11-436e-91d1-d34a3c30c9ab",
   "metadata": {},
   "source": [
    "5.2 Centralidad de cercanía"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "96b1f7ae-e015-4d51-a390-e6ed67999dad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x1500 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 3, figsize=(15, 15))\n",
    "\n",
    "funciones_network_science.centrality_c_bip(G_dis_gen, dis_gen, \"enfermedades-genes\", \"genes\", axs[0, 0], axs[0, 1])\n",
    "funciones_network_science.centrality_c_proj(G_dis_gen_proj, \"enfermedades-genes\", axs[0, 2])\n",
    "\n",
    "funciones_network_science.centrality_c_bip(G_dis_dru, dis_dru_the, \"enfermedades-fármacos\", \"fármacos\", axs[1, 0], axs[1, 1])\n",
    "funciones_network_science.centrality_c_proj(G_dis_dru_proj, \"enfermedades-fármacos\", axs[1, 2])\n",
    "\n",
    "funciones_network_science.centrality_c_bip(G_dse_sym, dse_sym_limpio, \"enfermedades-síntomas\", \"síntomas\", axs[2, 0], axs[2, 1])\n",
    "funciones_network_science.centrality_c_proj(G_dse_sym_proj, \"enfermedades-síntomas\", axs[2, 2])\n",
    "\n",
    "# Ajustar diseño y mostrar la figura\n",
    "plt.tight_layout()\n",
    "\n",
    "#Añado título\n",
    "plt.suptitle(\"Distribución de centralidad de cercanía en redes bipartitas y proyectadas\", fontsize=20, y=1.05, fontweight='bold', style='italic')\n",
    "\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "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": "3.11.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}