Table 4. Summary of insights obtained from the Chicago dataset based on the parameters identified in our approach.
Parameter | Insight from Data |
---|---|
Day of the Year | Weather-related negative sentiment is noticeable. Special days like the 4th of July and Christmas and events like concerts and soccer game displays generate positive tweets. |
Meteorological Season | Summer visits are enjoyed the most while winter visits are enjoyed the least. |
Day of the Week | Weekdays are enjoyed more during the summer while the opposite holds for other seasons. |
Location Sentiment Progression and Enjoyment Measure | Visitors experience greater enjoyment in places like observatories than zoos. |
Multi-Location Sentiment Progression | Generally, multiple visits in a day result in decreasing sentiment holding for local (steeper decrease) and international visitors. Out of state visitors tend to have better sentiment when visiting multiple attractions on the same day. |