Added function to load data

2021-11-20 21:00:07 +01:00
parent 47382e2e3c
commit 97b24f92de
1 changed files with 22 additions and 0 deletions
@@ -0,0 +1,22 @@
+import pandas as pd
+import numpy as np
+
+filename = "48yrs/cores.dat"
+df = pd.read_csv(filename, header = None, sep = "\s+")
+df.columns = ["year", "cores"]
+df = df.dropna()
+df['year'] = df.year.astype(float)
+
+cores_missing = df['cores'].isna()
+print(df.loc[cores_missing,:])
+
+print(df['year'].isna().sum())
+print(df['cores'].isna().sum())
+
+print(df)
+print("-------------")
+print(df.dtypes)
+print("-------------")
+print(df.shape)
+print("-------------")
+print(df.info())