To demonstrate the validation of the user defined hypotheses using Machine learning algorithm about climate change in the UK :

1. Winter will be wetter : To test if the total number of days during winter having heavy rainfall increases
2. Summer will be warmer : To test if the total number of days during summer have temperature more than 18 degree increases
3. Summer will be drier : To test if the total number of days during summer having light rainfall decreases
4. Annual Sunshine Duration will increase : To test if the total number of hours of sunshine annually will increase
5. Snowfall in Winter will decrease : To test if the total amount of snowfall during winter will decrease

• Follow the User Manual.pdf to run the notebook

• If you do not have access to Hartree SAFE account, then you need to download the data sets from Met Office Website https://www.metoffice.gov.uk/climate/uk/data/ukcp09 and upload it to your HDFS, install spark and pyspark dependencies and have high computing resources such as RAM, multi-core CPU's and sufficient storage (preferably HPC)