Mean Yearly Temperatures Across Clusters
The last chart we got was even harder to interpret than two chapters ago. But if we are talking about 'peeks', the number 4 best fits it.
Let's compare the yearly average temperatures across 4 predicted clusters.
Swipe to start coding
Calculate the yearly average temperatures across each cluster. The structure of data
is shown below.
Follow the next steps:
- Create a
KMedoids
model with 4 clusters namedmodel
. - Fit the 3-15 (these are positions, not indices) columns of
data
tomodel
. - Add the
'prediction'
column todata
with predicted bymodel
labels. - Group the
data
DataFrame by theprediction
column, then apply the.mean()
function twice: the first call will calculate the monthly means, the second one (withaxis = 1
) will calculate the yearly averages.
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Mean Yearly Temperatures Across Clusters
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The last chart we got was even harder to interpret than two chapters ago. But if we are talking about 'peeks', the number 4 best fits it.
Let's compare the yearly average temperatures across 4 predicted clusters.
Swipe to start coding
Calculate the yearly average temperatures across each cluster. The structure of data
is shown below.
Follow the next steps:
- Create a
KMedoids
model with 4 clusters namedmodel
. - Fit the 3-15 (these are positions, not indices) columns of
data
tomodel
. - Add the
'prediction'
column todata
with predicted bymodel
labels. - Group the
data
DataFrame by theprediction
column, then apply the.mean()
function twice: the first call will calculate the monthly means, the second one (withaxis = 1
) will calculate the yearly averages.
Рішення
Дякуємо за ваш відгук!
Awesome!
Completion rate improved to 3.57single