.

v2_unsupervised.py

 datafiles['5-22'][1]=['2025-03-21_5_','2025-03-22_5_','2025-03-23_5_','2025-03-24_5_','2025-03-25_5_']  #  
 datafiles['5-22'][2]=['2025-03-26_5_','2025-03-27_5_','2025-03-28_5_']  
 datafiles['5-22'][3]=['2025-03-31_5_','2025-04-01_5_','2025-04-02_5_','2025-04-03_5_']  
+datafiles['5-22'][3]=['2025-03-31_5_','2025-04-01_5_','2025-04-02_5_'] # day 2025-04-03 seems transition 
 #datafiles['5-22'][4]=['2025-03-17_5_']  
-datafiles['5-22'][4]=['2025-05-29_5_','2025-05-30_5_','2025-05-31_5_', '2025-06-01_5_', '2025-06-02_5_']  
+datafiles['5-22'][4]=['2025-05-29_5_','2025-05-30_5_','2025-05-31_5_', '2025-06-01_5_', '2025-06-02_5_']  # new data
 
 # Refrigerator  0  
 datafiles['30'][0]=['2025-01-21_3_','2025-01-22_3_','2025-01-23_3_','2025-01-24_3_','2025-01-25_3_','2025-01-26_3_']