The file 'USC00305804.csv' was downloaded from https://www.ncei.noaa.gov/access/search/data-search/daily-summaries?startDate=1930-01-01T00:00:00&endDate=2022-12-31T23:59:59&pageNum=1&stations=US1ILCK0055&stations=USC00300621&stations=USC00305804 This dataset is from the NEW YORK LAUREL HILL, NY US station and it has record from 1922-10-28 to 1983-12-31. The data contains observations under the column names Number of days included in the multiday precipitation total (MDPR) Snowfall (mm) Thunder Drizzle Ice pellets, sleet, snow pellets, or small hail Precipitation Hail (may include small hail) Temperature at the time of observation (tenths of degrees C) Glaze or rime Smoke or haze Snow depth (mm) Multiday snowfall total Number of days included in the multiday snow fall total (MDSF) High or damaging winds Fog, ice fog, or freezing fog (may include heavy fog) Maximum temperature (tenths of degrees C) Minimum temperature (tenths of degrees C) Multiday precipitation total (use with DAPR and DWPR, if available).

This file was cleaned in the PhD_task2_note1 and the cleaned version was saved as df_new which was used for Time series modelling in (Task2_ArimaModelling) and various visualization was done on the data in task2_visualization in addition to the plots in task2_note1.