Created
May 3, 2019 20:07
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| #k-means | |
| kmeans = KMeans(n_clusters=4) | |
| kmeans.fit(tx_user[['Frequency']]) | |
| tx_user['FrequencyCluster'] = kmeans.predict(tx_user[['Frequency']]) | |
| #order the frequency cluster | |
| tx_user = order_cluster('FrequencyCluster', 'Frequency',tx_user,True) | |
| #see details of each cluster | |
| tx_user.groupby('FrequencyCluster')['Frequency'].describe() |
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