Text Analysis in Customer Service

LeTicia Cancel
October 28, 2020

Quantitative Analysis

Quantitative analysis is an easy way measure performance in a company.

  • Response Time
  • Resolution Time
  • Customer Rating/Score

Zapier customer support average response time.

Average Response Time

Qualitative Analysis

How do customers really feel about a company or product?

  • Customer behavior
  • Most common issues
  • Sentiment Analysis

Amazon Review

Qualitative Analysis Cont'd

We all now have some experience in qualitative analysis from project 3.

  • Frequency of Words
  • R Wordcloud

Wordcloud

Customer Service Analysis Example

Ways sentiment analysis is used in customer service.

  • Email sorting of “urgent” vs “not urgent”
  • Market Research

Questions?