Exploration of How Walking Duration Affect My Happiness Level

As my walking duration increases, my happiness level increases.

I also found that the longer time I spend on walking, the less time I spend on video call with my parents.

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Overview of Data:

Data recorded duration: From 11 Oct, 2022 to Dec 14, 2022

Data	Unit	Collecting Frequency	Expected Range	Performance	Reason
Walking Duration	minute	per day	0-250	Stacked area	To explore the relationship between walking and my happiness level
Viceo Call with Parents Duration	minute	per day	0-60	Stacked area	Video call with my parents is also a daily event for me to see if it would affect my happiness
Happiness Level	number	per day	0-100 (0=feel nothing, 100=extremely happy)	Scatterplot	I want to narrow a specific emotion from my mood, and I believe happiness is a significant emotion in my life.

Data Track

Conclusion:

Based on my visualization and enough data I collected, I could summarize that the more time I spend on walking, the happier I am, which prove my hypothesis. I also could observe from the chart that as my walking duration increases, my video call with parents duration decreases. The alternative conclusion is I spend less time on walking on weekends compare to weekdays, which indicates that I prefer to relax at home on weekends.

Final Report