diff --git a/tika-parsers/pom.xml b/tika-parsers/pom.xml
index e709bbc78b7..113d858717a 100644
--- a/tika-parsers/pom.xml
+++ b/tika-parsers/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.tika</groupId>
     <artifactId>tika-parent</artifactId>
-    <version>1.13-SNAPSHOT</version>
+    <version>1.14-SNAPSHOT</version>
     <relativePath>../tika-parent/pom.xml</relativePath>
   </parent>
 
@@ -35,20 +35,21 @@
   <url>http://tika.apache.org/</url>
 
   <properties>
-    <poi.version>3.14</poi.version>
+    <poi.version>3.15-beta1</poi.version>
     <!-- NOTE: sync codec version with POI -->
     <codec.version>1.10</codec.version>
-    <!-- NOTE: sync tukaani version with commons-compress -->
+    <!-- NOTE: sync tukaani version with commons-compress in tika-parent-->
     <tukaani.version>1.5</tukaani.version>
     <mime4j.version>0.7.2</mime4j.version>
     <vorbis.version>0.8</vorbis.version>
-    <pdfbox.version>2.0.0</pdfbox.version>
-    <jempbox.version>1.8.11</jempbox.version>
+    <pdfbox.version>2.0.2</pdfbox.version>
+    <jempbox.version>1.8.12</jempbox.version>
     <netcdf-java.version>4.5.5</netcdf-java.version>
     <cxf.version>3.0.3</cxf.version>
     <sis.version>0.6</sis.version>
     <!-- used by POI, PDFBox and Jackcess ...try to sync -->
     <bouncycastle.version>1.54</bouncycastle.version>
+    <commonsexec.version>1.3</commonsexec.version>
   </properties>
 
   <dependencies>
@@ -84,7 +85,7 @@
     <dependency>
       <groupId>com.healthmarketscience.jackcess</groupId>
       <artifactId>jackcess</artifactId>
-      <version>2.1.3</version>
+      <version>2.1.4</version>
     </dependency>
     <dependency>
       <groupId>com.healthmarketscience.jackcess</groupId>
@@ -107,9 +108,9 @@
 
     <!-- Upstream parser libraries -->
     <dependency>
-      <groupId>net.sourceforge.jmatio</groupId>
+      <groupId>org.tallison</groupId>
       <artifactId>jmatio</artifactId>
-      <version>1.0</version>
+      <version>1.2</version>
     </dependency>
     <dependency>
       <groupId>org.apache.james</groupId>
@@ -219,6 +220,12 @@
       <groupId>com.rometools</groupId>
       <artifactId>rome</artifactId>
       <version>1.5.1</version>
+      <exclusions>
+        <exclusion>
+        <groupId>org.jdom</groupId>
+        <artifactId>jdom</artifactId>
+        </exclusion>
+      </exclusions>
     </dependency>
     <dependency>
       <groupId>org.gagravarr</groupId>
@@ -250,7 +257,21 @@
       <artifactId>cxf-rt-rs-client</artifactId>
       <version>${cxf.version}</version>
     </dependency>
-	
+    <!-- TIKA-2021: Tesseract OCR Parser dependencies, 
+    used for executing image processing script -->
+	<dependency>
+	    <groupId>org.apache.commons</groupId>
+	    <artifactId>commons-exec</artifactId>
+	    <version>${commonsexec.version}</version>
+	    <scope>compile</scope>
+	</dependency>
+
+	<!-- TIKA-2021: Tesseract OCR Parser tests -->
+	<dependency>
+	    <groupId>org.apache.commons</groupId>
+	    <artifactId>commons-lang3</artifactId>
+	    <version>3.4</version>
+	</dependency>
 
     <!-- Provided dependencies -->
     <dependency>
@@ -395,6 +416,13 @@
       <version>2.7.1</version>
     </dependency>
 
+    <!--HTML Parser for TagRatio Parser-->
+    <dependency>
+        <groupId>org.htmlparser</groupId>
+        <artifactId>htmlparser</artifactId>
+        <version>1.6</version>
+    </dependency>
+
   </dependencies>
 
   <build>
diff --git a/tika-parsers/src/main/java/org/apache/tika/parser/tagratio/TextToTagRatio.java b/tika-parsers/src/main/java/org/apache/tika/parser/tagratio/TextToTagRatio.java
new file mode 100755
index 00000000000..f8b846ad51a
--- /dev/null
+++ b/tika-parsers/src/main/java/org/apache/tika/parser/tagratio/TextToTagRatio.java
@@ -0,0 +1,238 @@
+package org.apache.tika.parser.tagratio;
+
+import java.io.BufferedReader;
+import java.io.BufferedWriter;
+import java.io.ByteArrayInputStream;
+import java.io.File;
+import java.io.FileWriter;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.io.StringReader;
+import java.net.MalformedURLException;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.HashMap;
+
+import org.apache.tika.exception.TikaException;
+import org.htmlparser.Parser;
+import org.htmlparser.util.NodeList;
+import org.htmlparser.util.ParserException;
+import org.json.JSONArray;
+import org.json.simple.JSONObject;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.xml.sax.SAXException;
+
+class TTR {
+
+	private double[] linkTagList;
+	public Object outputDirPath;
+
+
+	@SuppressWarnings("unchecked")
+	public double[] getTagRatioOfFile(String html,String filepath, String dirName) {
+
+		html = html.replaceAll("(?s)<!--.*?-->", "");
+		html = html.replaceAll("(?s)<script.*?>.*?</script>", "");
+		html = html.replaceAll("(?s)<SCRIPT.*?>.*?</SCRIPT>", "");
+		html = html.replaceAll("(?s)<style.*?>.*?</style>", "");
+	
+		try{
+			// To get the filename from absolute path
+			Path p1 = Paths.get(filepath);
+			String filename = p1.getFileName().toString();
+
+			System.out.println("Output File :"+outputDirPath+"/"+filename);
+
+			//Create file in output directory
+			FileWriter fw = new FileWriter(new File(outputDirPath+"/"+filename+".json"));
+			BufferedWriter bw = new BufferedWriter(fw);
+
+			Parser p = new Parser(html);
+			NodeList nl = p.parse(null);
+			
+			BufferedReader br = new BufferedReader(new StringReader(nl.toHtml()));
+			int numLines = 0;
+			while (br.readLine() != null) {
+				numLines++;
+			}
+			br.close();
+
+			linkTagList = new double[numLines];
+			HashMap<String, String> metaTagsMap = new HashMap<String, String>();
+			String line;
+			double threshold = 10;
+			StringBuffer sb = new StringBuffer();
+			double tagRatio = 0.0;
+			int count = 0;
+			br = new BufferedReader(new StringReader(nl.toHtml()));
+			for (int i = 0; i < linkTagList.length; i++) {
+				line = br.readLine();
+				line = line.trim();
+				if (line.equals("")) {
+					continue;
+				}
+				linkTagList[i] = computeTextToTagRatio(line);
+				//Extract meta tags
+				populateMetaTags(line, metaTagsMap);
+				
+				if(linkTagList[i] != 0 && linkTagList[i] >= threshold){
+					System.out.println("Tag Ratio : "+linkTagList[i]);
+					System.out.println(line);
+					
+					sb.append(line);
+					sb.append("\n");
+					tagRatio += linkTagList[i];
+					count++;
+				
+				}
+			}
+
+			//Create an write JSON
+			JSONObject obj = new JSONObject();
+			obj.put("fileName", filename);
+			obj.put("absoluteFilePath", filepath);
+			obj.put("avgTagRatio", (tagRatio/count));
+			obj.put("content", sb.toString());
+			
+			JSONArray array = new JSONArray();
+			array.put(metaTagsMap);
+			obj.put("meta-tags", array);
+			
+			bw.write(obj.toJSONString());
+			
+			br.close();
+			bw.close();
+		}catch (MalformedURLException e) {
+			e.printStackTrace();
+		} catch (IOException e) {
+			e.printStackTrace();
+		} catch (ParserException e) {
+			e.printStackTrace();
+			return linkTagList;
+		}
+		return linkTagList;
+	}
+
+
+	private void populateMetaTags(String line, HashMap<String, String> metaTagsMap) {
+		
+		if(line.startsWith("<meta ")){
+				
+			Document doc = Jsoup.parse(line);
+			Element tag = doc.select("meta").first();
+			String name = tag.attr("name");
+			String content = tag.attr("content");
+ 			
+			metaTagsMap.put(name, content);
+		}
+	}
+
+	/**
+	 * Calculate Text to Tag Ratio for line
+	 * @param line
+	 * @return
+	 */
+	private double computeTextToTagRatio(String line) {
+		int tag = 0;
+		int text = 0;
+
+		for (int i = 0; i >= 0 && i < line.length(); i++) {
+			if (line.charAt(i) == '<') {	//start tag
+				tag++;
+				i = line.indexOf('>', i);
+				if (i == -1) {
+					break;
+				}
+			} else if (tag == 0 && line.charAt(i) == '>') {	//close tag
+				text = 0;
+				tag++;
+			} else {		//just text
+				text++;
+			}
+
+		}
+		if (tag == 0) {
+			tag = 1;
+		}
+		if(text != 0){
+			System.out.println("\nLine : "+line+"\nTag : "+tag+"\n"+"Text : "+text);
+		}
+		return (double) text / (double) tag;
+	}
+
+
+
+	public String readXhtmlData(String xhtmlOutput) {
+		
+		// convert String into InputStream
+		InputStream is = new ByteArrayInputStream(xhtmlOutput.getBytes());
+
+		// read it with BufferedReader
+		BufferedReader br = new BufferedReader(new InputStreamReader(is));
+
+		String line = null;
+		StringBuffer lines = new StringBuffer();
+		try {
+			while ((line = br.readLine()) != null) {
+				lines.append(line);
+				lines.append("\n");
+			}
+			System.out.println(lines.toString());
+			return lines.toString();
+			
+		} catch (IOException e) {
+			e.printStackTrace();
+		}
+		
+		return null;
+	}
+
+}
+
+public class TextToTagRatio {
+
+	private static String inputDirPath; 
+	private static String outputDirPath;
+	
+	public static void main(String[] args) {
+		TTR ttr = new TTR();		
+		TikaUtil tikaUtil = new TikaUtil();
+		TextToTagRatio.inputDirPath = args[0];
+		TextToTagRatio.outputDirPath = args[1];
+		ttr.outputDirPath = outputDirPath;
+
+		//Fetch a polar data file, get xhtml from tika and write to output dir
+		File root = new File(inputDirPath);
+		File[] listDir = root.listFiles();
+
+		for (File d : listDir) {
+			if(d.isFile()) {
+
+						//Get File Path
+						String fileAbsolutePath = d.getAbsoluteFile().toString();
+						try {
+							//Get xhtml for file from tika
+							String xhtmlOutput = tikaUtil.parseToHTML(fileAbsolutePath);
+
+							//Get Tag Ratio data for File
+							String output = ttr.readXhtmlData(xhtmlOutput);
+
+							ttr.getTagRatioOfFile(output,fileAbsolutePath, d.getName());
+							
+						} catch (IOException | SAXException | TikaException e) {
+							System.out.println("Tika Exception occurred for file: "+ fileAbsolutePath);
+						}
+
+					}
+			
+		}
+
+
+	}
+
+
+}
+
diff --git a/tika-parsers/src/main/java/org/apache/tika/parser/tagratio/TikaUtil.java b/tika-parsers/src/main/java/org/apache/tika/parser/tagratio/TikaUtil.java
new file mode 100755
index 00000000000..f915e888ab0
--- /dev/null
+++ b/tika-parsers/src/main/java/org/apache/tika/parser/tagratio/TikaUtil.java
@@ -0,0 +1,34 @@
+package org.apache.tika.parser.tagratio;
+
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.IOException;
+import java.io.InputStream;
+
+import org.apache.tika.exception.TikaException;
+import org.apache.tika.metadata.Metadata;
+import org.apache.tika.parser.AutoDetectParser;
+import org.apache.tika.sax.ToXMLContentHandler;
+import org.xml.sax.ContentHandler;
+import org.xml.sax.SAXException;
+
+//Tika Utility to invoke Tika AutoDetect Parser
+
+public class TikaUtil {
+
+	//Parse the contents of the file as input to an intermediate XHTML file 
+	public String parseToHTML(String filePath) throws IOException, SAXException, TikaException {
+		ContentHandler handler = new ToXMLContentHandler();
+
+		InputStream inputStream = new FileInputStream(new File(filePath));
+
+		AutoDetectParser parser = new AutoDetectParser();	//Invoke Tika's AutoDetect Parser
+		Metadata metadata = new Metadata();
+
+		try (InputStream stream = inputStream) {
+			parser.parse(stream, handler, metadata);
+			return handler.toString();
+		}	    
+	}
+
+}