Merge pull request #20 from K-Ibadullaev/KForecast

added global temperature data set

Author: K-Ibadullaev

src/py_ssa_lib/datasets/.ipynb_checkpoints/load_energy_consumption_df-checkpoint.py

@@ -0,0 +1,16 @@
+import pandas as pd
+import os 
+# https://www.kaggle.com/datasets/pralabhpoudel/world-energy-consumption
+# https://ourworldindata.org/energy#explore-data-on-energy
+def load_energy_consumption_df(rawDS=False):
+
+	dir_path = os.path.dirname(os.path.realpath(__file__))
+	if rawDS:
+		df_csv = os.path.join(dir_path,"total-primary-energy-consumption-csv-version-4.csv")
+		return pd.read_csv(filepath_or_buffer=df_csv , sep=",")
+	else:
+		df_csv = os.path.join(dir_path,"energy_consumption_df.csv")
+		return pd.read_csv(filepath_or_buffer=df_csv, sep=",")
+	
+		
+	

src/py_ssa_lib/datasets/.ipynb_checkpoints/load_global_average_temperatures-checkpoint.py

@@ -0,0 +1,19 @@
+import pandas as pd
+import os 
+# https://www.kaggle.com/datasets/shishu1421/global-temperature/data
+def load_global_average_temperatures_df(rawDS=False):
+
+	dir_path = os.path.dirname(os.path.realpath('__file__'))
+	if rawDS:
+		df_csv = os.path.join(dir_path,"GlobalLandTemperaturesByMajorCity.csv")
+		return pd.read_csv(filepath_or_buffer=df_csv , sep=",")
+	else:
+		df_csv = os.path.join(dir_path,"GlobalLandTemperaturesByMajorCity.csv")
+        glob_temp_df = pd.read_csv(filepath_or_buffer=df_csv, sep=",")
+        glob_temp_df = glob_temp_df.dropna(axis=0)
+        glob_temp_df.dt = pd.to_datetime(glob_temp_df.dt)
+        cols_list = glob_temp_df["dt"]
+        glob_temp_df = glob_temp_df.drop(columns=["dt"]).T
+        glob_temp_df.columns = cols_list.values
+                
+		return glob_temp_df