def display_gif(fn): return ''.format(fn) def test_question_1(clusters): if clusters == 4: print("That's right! There are 4 clusters in this dataset.") elif clusters < 4: print("Oops! We were thinking there were actually more clusters than what you suggested. Try again. A cluster is a group of points that are closer together and separated from other points in the dataset.") else: print("Oops! We were thinking there were fewer clusters than what you suggested. Try again. A cluster is a group of points that are closer together and separated from other points in the dataset.") def test_question_2(clusters): if clusters == 2: print("That's right! There are 2 clusters in this dataset.") else: print("Oops! That doesn't look like what we expected for the number of clusters. Try again. A cluster is a group of points that are closer together and separated from other points in the dataset.") def test_question_3(clusters): print("{} is a reasonable guess for a the number of clusters here. In the next question, you will see a different angle of this data.".format(clusters)) def test_question_4(clusters): print("This data is actually the same as the data used in question 3. Isn't it crazy how looking at data from a different angle can make us believe there are a different number of clusters in the data! We will look at how to address this in the upcoming parts of this lesson.") return display_gif('http://www.reactiongifs.com/wp-content/uploads/2013/03/mind-blown.gif')