System and methods for faster processor comparisons of visual graph features

A system comprising:

• one or more hardware computer processors configured to execute computer executable instructions in order to cause the system to:
• generate a first plurality of vectors that represent first sections of stored time series data;
• transmit, to a user computer, data for displaying a graph of a first time series data;
• receive, from the user computer, an indication of a user selection of the first time series data;
• determine a first vector representing at least a first portion of the user-selected section of the first time series data;
• perform one or more comparisons to determine candidate sections of the stored time series data, the one or more comparisons including at least a first comparison of some of the first plurality of vectors against the first vector to determine first candidate sections of the stored time series data;
• and
• transmit, for display on the user computer, results of the one or more comparison, the results including an indication of at least one of the candidate sections.