John tried several methods to achieve his goal of predicting time series and knowing what the outcome of his choices could be for growing his channel before doing anything. The analysis of outliers and clustering did not provide him with the answers he desired and did not aid him in his mission. Nonetheless, he discovered other intriguing results on YouTube channel series behavior that could be useful in his quest to grow his channel. He is still a young data analyst who needs more time and experience to achieve such difficult goals that, according to current machine learning research, are difficult to achieve.