Modern Phys Lab Update

statics/physics/modern-phys-lab/counting/run.py

@@ -0,0 +1,20 @@
+import numpy as np
+
+def read_file(file: str) -> np.typing.ArrayLike:
+    with open(f'{file}.csv', 'r') as file:
+        lines = file.read().split('Channel,Energy,Counts')[1].strip().split('\n')
+        return np.array([int(line.split(',,')[1]) for line in lines])
+
+all_data = {
+    '200': read_file('200'),
+    '100': read_file('100-1') + read_file('100-2'),
+    '40': sum([read_file(f'40-{i}') for i in range(1, 6)])
+}
+
+for time in all_data:
+    data = all_data[time]
+
+    mean = np.mean(data)
+    print(f'Found sample mean {mean}')
+
+    stdev = np.stdev(mean, ddof=1)