These are just the stations deemed ‘Normals” by Environment Canada. The temperature is the departure from the 1971-2000 average in Celsius. I’m using monthly summary.
This graphs data is sorted by Longitude (West to East) and By Name. Click for bigger.
This graphs data is sorted by Latitude (North to South) and By Name. Click for bigger.
sunshine hours 
Just curious – does “normal” refer to site and location, or to anomaly? Because a 6°C anomaly is hardly “normal”.
“Normals” are the 1971-2000 average temperatures for a subset of stations.
Are you sure that it’s 1971-2000, and not 1981-2010?
It is 1981-2010.