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SRPT_APDL_01 / data /synthetic_data.csv

Update data/synthetic_data.csv

6e65a3e verified almost 2 years ago

329 Bytes

import pandas as pd
data = {
    "Thickness": [10, 15, 20, 25],
    "Hole_Diameter": [5, 10, 15, 20],
    "Force": [5000, 7000, 10000, 12000],
    "Max_Stress": [300, 250, 200, 150],
    "Max_Deformation": [0.5, 0.4, 0.3, 0.2],
    "Pass_Fail": [1, 1, 0, 0]
}
df = pd.DataFrame(data)
df.to_csv("synthetic_data.csv", index=False)

	import pandas as pd
	data = {
	"Thickness": [10, 15, 20, 25],
	"Hole_Diameter": [5, 10, 15, 20],
	"Force": [5000, 7000, 10000, 12000],
	"Max_Stress": [300, 250, 200, 150],
	"Max_Deformation": [0.5, 0.4, 0.3, 0.2],
	"Pass_Fail": [1, 1, 0, 0]
	}
	df = pd.DataFrame(data)
	df.to_csv("synthetic_data.csv", index=False)