matlab to python

The objectives are: 1- Extract start time. 2- Extract run time. 3- Extract peak power (kW). 4-Extract total power use(kWh) Methodology: 1- Load and organize the data. · Run “read from csv” script. · List names of appliances ·Save in .mat file. 2- For each appliance load profile remove bad value. · Set values that <0 to 0. ·Set values that >7 to 0. 3- For each appliance profile find the threshold for On/Off based on the mean. · Usually threshold = 2* avg. 4- Create a vector for 1’s and 0’s comparing to the threshold. 5- Using a subroutine, find the duration, peak power, and total energy for each cycle. matlab code is provided and you must convert it into python, make sure it meets all requirements