I have a DataFrame in Python. It has couple of columns, name 'Item','FRUIT', 'Days before it get spoiled', 'TEMP' etc.
I want to write a program which generates a 'CODE'. for each row in the DataFrame. So, I generated an empty column Named 'CODE'.
Item | FRUIT | DAYs | TEMP |
---|---|---|---|
Item_1 | Apple | 5 | 20 |
Item_2 | Banana | 15 | 35 |
Now I have couple of coditions, to generate a code and fill the empty column called 'CODE' using append() method. Following is the program I came up with. But it is not appending in the 'CODE' column. I am new in Programing and I need it for reasearch. Any help for program is more than welcome
from csv import reader
file = open('customerprocessrequirement1.csv', 'r')
Reader = csv.reader(file)
df = pd.read_csv('customerprocessrequirement1.csv')
df['CODE'] = ''
ndf = df
AMGT_code = []
for row in Reader:
if row[1] == 'APPLE':
CODE.append(1)
else:
CODE.append(2)
if row[2] <= '10':
CODE.append(0)
else row[2] > '10':
AMGT_code.append(1)
if row[3] <= '20':
CODE.append(1)
else:
CODE.append(2)
Here's some sample code which you can tweak after the rules have been clearly articulated.
df = pd.DataFrame([["Item_1","Apple",5,20],["Item_2","Banana",15,35]],
columns=["Item","Fruit","Days","Temp"])
df["Code"] = 0
df.loc[df["Fruit"]=="Apple", "Code"] = 1
df.loc[df["Temp"]>20, "Code"] = 2
df.loc[(df["Fruit"]!="Apple") & (df["Days"]>10), "Code"] = 3
print(df)
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