diff --git a/.gitignore b/.gitignore
index 73df60d..7cb494d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,3 +2,4 @@ target
 .classpath
 .project
 .settings
+output
diff --git a/TODO.org b/TODO.org
index 5a305ab..20fd916 100644
--- a/TODO.org
+++ b/TODO.org
@@ -1,6 +1,4 @@
 * P1
-** TODO Write to a file all word occurrences and frequencies
-Sorted in a decreasing manner
 ** TODO Plot word frequencies
 With gnuplot, with documents of at least 3 different languages.
 We'll fit this to the Booth and Federowicz equation
@@ -9,3 +7,6 @@ CLOSED: [2020-10-25 Sun 19:58]
 | filename | type | encoding | language |
 ** DONE Extract all URLs
 CLOSED: [2020-10-25 Sun 22:14]
+** DONE Write to a file all word occurrences and frequencies
+CLOSED: [2020-10-25 Sun 23:40]
+Sorted in a decreasing manner
diff --git a/src/main/java/org/RI/P1/AnalyzeDirectory.java b/src/main/java/org/RI/P1/AnalyzeDirectory.java
index fbfd025..5849504 100644
--- a/src/main/java/org/RI/P1/AnalyzeDirectory.java
+++ b/src/main/java/org/RI/P1/AnalyzeDirectory.java
@@ -23,6 +23,7 @@ public class AnalyzeDirectory {
         System.out.println("Usage: AnalyzeDirectory <directory> <option>");
         System.out.println("option metadata: shows the filename/file type/encoding and language of the files");
         System.out.println("option links: shows all the links contained in each file");
+        System.out.println("option frequency: saves word frequency to a file");
         System.exit(1);
     }
 
@@ -42,11 +43,20 @@ public class AnalyzeDirectory {
         }
     }
 
+    private static void getWordOcurrences() throws IOException, TikaException, SAXException {
+        for (File file : files) {
+            FileData data = new FileData(file);
+            data.setWordOcurrences();
+        }
+    }
+
     private static void chooseAction(String action) throws IOException, TikaException, SAXException {
         if (action.equals("metadata")) {
             getMetadata();
         } else if (action.equals("links")) {
             getAllLinks();
+        } else if (action.equals("frequency")) {
+            getWordOcurrences();
         } else {
             usage();
         }
diff --git a/src/main/java/org/RI/P1/FileData.java b/src/main/java/org/RI/P1/FileData.java
index 3fd9fdd..b38f761 100644
--- a/src/main/java/org/RI/P1/FileData.java
+++ b/src/main/java/org/RI/P1/FileData.java
@@ -2,9 +2,20 @@ package org.RI.P1;
 
 import java.io.File;
 import java.io.FileInputStream;
+import java.io.FileNotFoundException;
+import java.io.FileOutputStream;
 import java.io.IOException;
 import java.io.InputStream;
+import java.io.PrintStream;
+import java.util.HashMap;
+import java.util.Scanner;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Comparator;
 
+import org.apache.tika.Tika;
 import org.apache.tika.exception.TikaException;
 import org.apache.tika.language.detect.LanguageDetector;
 import org.apache.tika.langdetect.OptimaizeLangDetector;
@@ -15,6 +26,7 @@ import org.apache.tika.sax.BodyContentHandler;
 import org.apache.tika.sax.LinkContentHandler;
 import org.apache.tika.sax.TeeContentHandler;
 import org.apache.tika.sax.ToHTMLContentHandler;
+import org.apache.tools.ant.FileScanner;
 import org.apache.tika.parser.html.HtmlParser;
 import org.xml.sax.SAXException;
 
@@ -33,6 +45,9 @@ public class FileData {
     private LinkContentHandler linkHandler;
     private TeeContentHandler teeHandler;
     private ToHTMLContentHandler toHTMLhandler;
+    private HashMap<String, Integer> wordFrequency;
+    private ArrayList<Map.Entry<Integer, String>> orderedFrequencies;
+    private Tika tika;
 
     FileData() {
     }
@@ -47,6 +62,9 @@ public class FileData {
         langIdentifier = new OptimaizeLangDetector().loadModels();
         linkHandler = new LinkContentHandler();
         toHTMLhandler = new ToHTMLContentHandler();
+        wordFrequency = new HashMap<>();
+        orderedFrequencies = new ArrayList<>();
+        tika = new Tika();
         setMetadata();
     }
 
@@ -67,6 +85,55 @@ public class FileData {
         System.out.println("Links: " + linkHandler.getLinks());
     }
 
+    private void tokenizeFile() throws FileNotFoundException, IOException, TikaException {
+        String fileContent = tika.parseToString(file);
+        fileContent.toLowerCase();
+        Scanner fileScanner = new Scanner(fileContent);
+        Integer defaultValue = 0;
+        Integer ocurrence;
+        String delimiters = "\\s+|[\\.\\;\\:\\,]\\s+|[()¿?¡!]";
+        fileScanner.useDelimiter(delimiters);
+
+        while (fileScanner.hasNext()) {
+            ocurrence = wordFrequency.getOrDefault(fileScanner, defaultValue);
+            if (ocurrence == defaultValue) {
+                wordFrequency.put(fileScanner.next(), defaultValue + 1);
+            } else {
+                wordFrequency.put(fileScanner.next(), ocurrence += 1);
+            }
+        }
+    }
+
+    private void sortWords() {
+        for (Entry<String, Integer> item : wordFrequency.entrySet()) {
+            orderedFrequencies.add(Map.entry(item.getValue(), item.getKey()));
+        }
+
+        Collections.sort(orderedFrequencies, new Comparator<Map.Entry<Integer, String>>() {
+            @Override
+            public int compare(Map.Entry<Integer, String> m1, Map.Entry<Integer, String> m2) {
+                return (m1.getValue()).compareTo(m2.getValue());
+            }
+        });
+    }
+
+    private void saveFrequency() throws FileNotFoundException {
+        FileOutputStream outputFile = new FileOutputStream("output/output_" + filename + ".dat");
+        PrintStream output = new PrintStream(outputFile);
+        System.setOut(output);
+
+        for (Entry<Integer, String> item : orderedFrequencies) {
+            System.out.println(item.getValue() + " " + item.getKey());
+        }
+
+    }
+
+    void setWordOcurrences() throws FileNotFoundException, IOException, TikaException {
+        tokenizeFile();
+        sortWords();
+        saveFrequency();
+    }
+
     @Override
     public String toString() {
         return "Filename: " + filename + "\n" + "Type: " + type + "\n" + "Encoding: " + encoding + "\n" + "Language: "