I am trying to create a function to read 2 csv files that contain 5 columns of data. Columns 1-4 are floats and column 5 is a string.
I want to only work on with the floats to perform some calculations such as sum of the first 2 columns of each file and then return the closest numbers then return the string to identify the 2 rows of data.
Below is what I have so far. There is a stipulation that I can only use the numpy import.
data =[(x.rstrip()) for x in open('test.csv')]
data2 =[(x.rstrip()) for x in open('training.csv')]
k= len(data)
datas = dict(zip(range(k),data[0:k]))
datas2 = dict(zip(range(k),datas[0:k]))
Data used:
| Training | ||||
| a1 | b1 | c1 | d1 | name training |
| 5 | 3 | 1.6 | 0.2 | G |
| 5 | 3.4 | 1.6 | 0.4 | G |
| 5.5 | 2.4 | 3.7 | 1 | R |
| 5.8 | 2.7 | 3.9 | 1.2 | R |
| 7.2 | 3.2 | 6 | 1.8 | Y |
| 6.2 | 2.8 | 4.8 | 1.8 | Y |
| testing | ||||
| a2 | b2 | c2 | d2 | name true |
| 5 | 3.6 | 1.4 | 0.2 | G |
| 5.4 | 3.9 | 1.7 | 0.4 | G |
| 6.9 | 3.1 | 4.9 | 1.5 | R |
| 5.5 | 2.3 | 4 | 1.3 | R |
| 6.4 | 2.7 | 5.3 | 1.9 | Y |
| 6.8 | 3 | 5.5 | 2.1 | Y |
# The Code first sums the first two columns of train and test files and then find difference between the sums. The difference which <=1 is nearest in both train and test. So it prints out the corresponding 'name training'.








Please comment for any query.
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