I have a dataframe having two columns. One Column contains text. Each row of that column one contains some type of data of three different classes(skill,qualification,experience) and other column is their respective class labels.

Snapshot of the dataframe:

![snapshot of the dataframe](https://i.stack.imgur.com/xZTJi.png)

How to apply svm from package e1071. How to Convert text data Column into some score. I thought of converting the textual column into document-term matrix. Is their any other way? How to make a d-t-matrix ?