Predicting Mood with Machine Learning

I create a lot of data everyday. Most of this data, like step counts, messenger chats or GPS tracking from my phone, is useful in its own way but completely disconnected from the larger context in which I generate it. Was I busy or relaxed? Was I running to a meeting or in the same place all day? Was it snowing and zero degrees or was it a nice spring day?