[M] Mode experiment scripts

experiments/diff_patches_absolute.py

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+import datetime
+import os
+import sys
+from pathlib import Path
+
+from matplotlib import pyplot as plt
+from pandas import DataFrame
+
+if __name__ == '__main__':
+    csv = []
+
+    data_path = Path('../data.absolute')
+
+    for date in os.listdir(data_path):
+        path = data_path / str(date)
+
+        patterns = os.listdir(path / "patterns")
+
+        csv.append((datetime.datetime.strptime(str(date), '%Y-%m-%d'), len(patterns)))
+
+    csv.sort(key=lambda x: x[0])
+
+    plt.plot([v[0] for v in csv], [v[1] for v in csv])
+    plt.ylim([0, 3500])
+    plt.ylabel('Number of Patches')
+    plt.xlabel('Date')
+    plt.show()
+
+    df = DataFrame(csv, columns=('Date', 'Number of Patches'))
+    df.to_csv('diff-absolute.csv')