Step 7: Review length analysis
Let’s move forward in our analysis; next up is a review length analysis.
[Prompt]
Below is the output: year 2015 100 Name: count, dtype: int64 month 8 100 Name: count, dtype: int64 day 31 100 Name: count, dtype: int64
[End of prompt]
You should receive a response similar to the response below:
[Prompt response]
Great! Now that we’ve analyzed the temporal aspect of the data, let’s move on to step 7: Review Length Analysis. We’ll analyze the length of review_body
to understand the amount of information provided in the reviews.
# Step 7: Review Length Analysis
# Calculate the length of each review
df['review_length'] = df['review_body'].str.len()
# Calculate descriptive statistics for review length
print(df['review_length'].describe())
This code will calculate the length of each review and provide descriptive statistics like mean, median, and maximum length. Run this...