. From the beginning of this conversation, a number of enhancements and changes were made to the existing code. Here's a summary of those improvements:
1. **Improved IQ Gathering:** We discussed strategies to ensure a user's IQ score is fair by introducing more comprehensive testing, reducing bias, and accounting for cultural differences.
2. **Enhanced Magic 8-Ball Responses:** The code for a Magic 8-Ball-like response generator was expanded to offer more diverse and expressive responses, categorized by the type of question asked (yes/no, when, how, unknown).
3. **Extended Unknown Responses:** The set of responses for "unknown" type questions in the 8-ball function was expanded, giving the program more ways to express uncertainty or encourage the user to ask again.
4. **Incorporated Slang in Sentiment Analysis:** The code used to categorize user behavior as positive, negative, or neutral was updated to include a wide variety of American English slang terms. This makes the sentiment analysis more attuned to the nuances of informal language use.
5. **Case-Insensitive Slang Detection:** The function for detecting and categorizing words was adjusted to be case-insensitive, allowing it to recognize words regardless of whether they are capitalized or not.
These changes overall made the code more robust, versatile, and sensitive to the nuances of user input.
