tesseract Unable to load unicharset file /usr/share/tesseract/tessdata/eng.unicharset

Cause: the package for English language is missing.

On Centos:

sudo yum install tesseract-en

On Ubuntu:

sudo apt-get install tesseract-ocr-eng