Time Series Analysis in PostgreSQL
Jasmin Ludolf
Content Developer, DataCamp
In PostgreSQL:
DATE : date data onlyTIME : time information without time zoneTIMESTAMP : combines date and time without time zoneTIMESTAMPTZ : TIMESTAMP with time zonesINTERVAL : time between two points
DATE : YYYY-MM-DD (ISO 8601 international standard)TIME : HH:MM:SS (seconds can be decimals, 12 or 24 hour clock)TIMESTAMP : YYYY-MM-DD HH:MM:SSTIMESTAMPTZ : YYYY-MM-DD HH:MM:SS+/-HH (+01:00 or CET)INTERVAL : one input example is 1 02:30:04CREATE TABLE timetable ( date_info DATE,time_info TIMESTAMP,time_with_zone TIMESTAMPTZ,interval_length INTERVAL);
INSERT INTO timetable( date_info,time_info,time_with_zone,interval_length)VALUES ( 'January 23 2013','2023-01-20 18:00:00','2023-01-20 18:00:00 EST','1 02:03:04');
SELECT *
FROM timetable;
| date_info  | time_info           | time_with_zone            | interval_length |
| ---------- | ------------------- | ------------------------- | --------------- |
| 2023-01-20 | 2023-01-20 18:00:00 | 2023-01-20 00:00:00+01:00 | 1 day, 2:03:04  |
INSERT INTO timetable(time_info)
VALUES ('2020-02-20 12:00:00');
SELECT *
FROM timetable;
| date_info  | time_info           | time_with_zone            | interval_length |
| ---------- | ------------------- | ------------------------- | --------------- |
| 2023-01-20 | 2023-01-20 18:00:00 | 2023-01-20 00:00:00+01:00 | 1 day, 2:03:04  |
| null.      | 2020-02-20 12:00:00 | null                      | null            |
INSERT INTO timetable(time_info)
VALUES ('2020-02-20 02:00:00 EST');
SELECT *
FROM timetable;
| date_info  | time_info           | time_with_zone            | interval_length |
| ---------- | ------------------- | ------------------------- | --------------- |
| 2023-01-20 | 2023-01-20 18:00:00 | 2023-01-20 00:00:00+01:00 | 1 day, 2:03:04  |
| null.      | 2020-02-20 02:00:00 | null                      | null            |
|unix_time |
|----------|
|1483444800|
That's January 3 2017!
Time Series Analysis in PostgreSQL