Help!How to do Logistic Regression/using categorical /numerical data AND Combining Time Series variable data?

Want to do Logistic Binary Regression, variables have categorical / numerical type data. However, i wanted to Add in Time Series which has nearly 1000 data collected within the period. How can i do Binary Regression , combining all 3 types of Data? ie, can Time series used for Logistic regression together with other variables? how do i input Time Series 1000 data for logistic regression.
Thanks for any answer.