The 365 Customer Analytics in Python
Hello, I have a very big problem, I can not proceed. Can you turn very fast?
First of all, your system is great. You have done a good job in video training. This free access was a nice introduction.
there are 2 pictures below. The results in the video on the left and the codes in the notebook that we download do not work the same, it gives different results. I thought it was caused by the file Purchase.csv. I moved the columns, but I couldn't get out of the way. Until this part of the training, I proceeded with my method by writing what it should be, instead of what was actually happening, but here it was swollen. I can't go to the next section. please send me the source file used in the video?
there is not for me "add media" box on my screen. i don't know why? but there is not. because why I don't show my screen for my issue. i can't add any media.
i'm using chrome. why do I have to use another browser. We live in 2020. but I listened to you and tried it from explore and in the same way, media upload does not open. there is my screen shoot. i need somebody's help. Right one is video screen. could any body try like me for this course. you need to take this lecture and download the ipynb notebook from same page. and run.
lecture name is Own and Cross-Price Elasticity by Segment - Comparison
Hi Emre,
As I already mentioned, I did run the Notebook from the lecture and there is no difference from the results in the video.
From your pictures it appears, that segment 2 and 3 have switch places. And segments 1 and 4 have switched, as well. So, you are in fact getting the correct results, just not in the same order. Just a quick reminder for the segments:
Segment 0 is Standard
Segment 1 is Career Focused
Segment 2 is Fewer Opportunities
Segment 3 is Well Off
When we compute the price elasticities, we do follow a different order, which might be why you're getting a different plot. We start with the average customer, then segment 3, then segment 0, 1 and 2. However, when we create the actual plot we follow the order:
average customer
Segment 0
Segment 1
Segment 2
Segment 3
Best,
Eli
Hi Emre,
I can understand your frustration and I'm confident we'll be able to find a solution
As you might imagine you're not the only student to have taken the course. However, so far you're the first to encounter this particular problem.
I haven't seen your entire notebook, but from the pictures it does look very much like there is a different ordering of your segments.
There are numerous reasons as to why this might have happened. For instance, it could be because of a naming discrepancy in the first part of the course.
Please do not change the csv files and use the purchase data set we've provided from this lecture:
https://learn.365datascience.com/courses/customer-analytics-in-python/getting-to-know-the-purchase-dataset
In addition you can use the k_means_pca, pca and scaler pickle objects, we've provided in this lecture:
https://learn.365datascience.com/courses/customer-analytics-in-python/applying-the-segmentation-model
And lastly you can run either of the two notebooks here:
https://learn.365datascience.com/courses/customer-analytics-in-python/own-and-cross-price-elasticity-by-segment-assignment
As I have downloaded those exact files and run them, I can assure you they result in the same graph as in the video.
Hope this helps!
Best,
Eli