Frasier Season Statistics Based on Episode Ranking

 Season 10 was included  in the bottom 4 hated episodes 3 times.

In the lowest ranked 12 episodes, Season 10 appears 4 times, and Seasons 4 and 8 both appear 2 times.

Seasons 3 or 8 do not appear in the top quarter of episodes ranked.

Conversely:

In the top quarter of episodes I ranked

10 3x

9 3x

6 3x

5 3x

11 2x

7 2x

From halfway point to the top quarter:

7 5x

11 3x

10 3x

9 2x

8 2x

6 2x

5 2x

Seasons 1 through 4 are not from 25-50% highest episodes at all

How seasons rated in the top half of my rankings:

10 6x making Season 10 both my very favorite (6 in top half, 3 in top quarter, and least favorite (3 hated and 4 in the lowest quarter) season!

11 5x

9 5x

6 5x

5 5x

The Bottom fourth of Episodes Ranked:

Seasons 1, 2, 7, 9 don't appear in the bottom quarter of episodes

3 1x

4 2x

6 2x

8 2x

11 2x

10 4x is in 2nd place for most low ranked episodes

5 7x makes Season 5 winner (loser?) of my most disliked episodes

Best Seasons

Season 9 had a good showing with 5 in the top half and none in the bottom half. And when the episodes were good, they were pretty great ( 3 in the top quarter, one in the top 10, one in the top 5).

Season 6 had 2 in the bottom quarter, but 5 in the top half. And it was in the top 10 episodes, and in the top quarter 3 times. 

Season 7 wasn't in the bottom half of my rankings at all, and was in the top half 5x and top quarter twice.

Season 11 had a hated episode, but also my favorite episode of all time. There were 2 in the bottom quarter, but 2 in the top quarter. 5 episodes were in the top half vs. 2 in the lowest fourth of ranked episodes, edging it from neutral to a bit higher than that.

Season 1 only showed up once in the whole ranking, making it pretty neutral. But when it did show up it was in the top 10 episodes of all Series.

Neutral Seasons

Season 2 didn't appear in the ranking, so I guess that means it was exactly neutral?

Season 8 had 2 in the top half and 2 in the bottom quarter. So the lower ranked episodes were worse than the high points.

Season 3 appeared once in the bottom half only so it's pretty neural, just skewing lower than Season 2.

Low Ranked Seasons

Season 4 didn't appear in the top half, but showed up twice in the bottom quarter.

Season 5 had 5 high, including 2 in the top 10. It had 7 low, with 5 of those being in the very bottom quarter.

Season 10 had 6 highs with one of those episodes my 2nd favorite ever. and 6 in the bottom half, 4 of those in the bottom quarter of lows, with 3 of those in the hated category. So worse than neutral.

Best and Worst Seasons?

All said and done my favorite season was Season 9 and least favorite was Season 10. Seasons 6 and 7 were probably my second and third favorites. Season 4 and 5 rounded out my bottom three seasons. And the nearly neutral Seasons were 1, 2, 8, and 3. That leaves Season 11 as the most controversial with both favorite and hated episodes.