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df = pd.concat([df, pd.get_dummies(df["Type"]), pd.get_dummies(df["Method"]), pd.get_dummies(df["Regionname"])], axis=1)
df = df.drop(["Suburb", "Address", "SellerG", "CouncilArea", "Type", "Method", "Regionname"], 1)
df['Date'] = [pd.Timestamp(x).timestamp() for x in df["Date"]]
df = df.dropna()
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