I am trying to populate data in python.
The code is below.
The intention of the code is to choose a random value in the range and populate the panda's variable according to the size of dataframe column . To Achieve the solution I define index and item variable in the for loop if the condition is met, then add the random value at the index of the looped variable in a new variable position
import scipy.stats as stats
for index , item in df['RangeCategory']:
if (item == 'RC1' ):
upperLim = 0.5
lowerLim = 50.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC2' ):
upperLim = 50
lowerLim = 250.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC3' ):
upperLim = 250
lowerLim = 300.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC4' ):
upperLim = 300
lowerLim = 500.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC5' ):
upperLim = 500
lowerLim = 900.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC6' ):
upperLim = 900
lowerLim = 1500.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC7' ):
upperLim = 1500
lowerLim = 3000.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC8' ):
upperLim = 3000
lowerLim = 5000.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC9' ):
upperLim = 5001
lowerLim = 9000.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC10' ):
upperLim = 9001
lowerLim = 10000.4
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC11' ):
upperLim = 10001
lowerLim = 30000
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
elif (item == 'RC12' ):
upperLim = 31000
lowerLim = 50000
df["ItemFlagged"][index] = random.uniform(upperLim, lowerLim)
Dataframe has 100K Data. Current Problem:"Too many values to unpack"
I came across the issue "Too many values to unpack". can you please guide me here on a correction?
Expected Result: Assign the random value based on satisfied condition accordingly
Best Regards, Gabe
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