In the section titled "Run the code" point 2, the sentence “Note that, if you download the materials from GitHub, the folder name may instead be Python-Text-Analysis-main” should be corrected to “Note that, if you download the materials from GitHub, the folder name may instead be Python-Web-Scraping-main”.