00:01:24 About Ian Ozsvald 00:02:02 Requirements 00:03:43 Start of the course 00:04:20 Time Format 00:07:48 Ranges 00:09:21 Time delta 00:10:10 Loading the data 00:13:05 Add columns with year, month, etc 00:19:00 Indexing 00:21:34 Visualising 00:28:06 Mini Exercise 00:36:00 Drilling further 00:39:00 Mapping 00:40:46 Why we need to use Seaborn 00:52:00 Autocorrelation and lags 00:58:50 Exercise 01:04:10 Date ranges and resampling 01:09:47 Rolling means 01:12:04 Trends 01:15:40 Exercise 01:22:25 Conclusions