add calculus

Mathematics/StatisticCalc.py

@@ -0,0 +1,38 @@
+#!/usr/bin/python
+import statistics as stats
+import numpy as np
+from py_markdown_table.markdown_table import markdown_table
+
+example_data = [43.07, 39.23, 44.76, 42.15, 39.98, 40.5, 46.08, 38.62]
+
+def EvaluateQuantiles(data_list, name = ""):
+    # Sort first
+    original_data = data_list
+    data_list.sort()
+    sorted_data = data_list
+    print("sorted .... : ", sorted_data)
+    #
+    # Calculate quartiles
+    Q1 = np.percentile(original_data, 25)
+    Median = np.percentile(original_data, 50)
+    Q3 = np.percentile(original_data, 75)
+    Avg = stats.mean(original_data)
+    #
+    # Table
+    results = [
+        {
+            "Name": name,
+            "Minimum" : sorted_data[0],
+            "Q1" : Q1,
+            "Median" : Median,
+            "Q3": Q3,
+            "Maximum" : sorted_data[-1],
+            "Average" : Avg
+        }
+    ]
+    markdown = markdown_table(results).get_markdown()
+    print(markdown)
+
+# Example
+
+EvaluateQuantiles(example_data, "Beispiel")