Create data_analysis.py

data_science/data_analysis.py

@@ -0,0 +1,17 @@
+import pandas as pd
+import scipy.stats as stats
+
+def analyze_data(data):
+    # Analyze data using Pandas or SciPy
+    # For example, calculate summary statistics, perform statistical tests, or fit distributions
+
+    # Calculate summary statistics
+    summary_stats = data.describe()
+
+    # Perform statistical tests
+    t_stat, p_val = stats.ttest_1samp(data['feature'], 0)
+    print(f'T-statistic: {t_stat:.3f}, p-value: {p_val:.3f}')
+
+    # Fit distributions
+    param_estimates = stats.norm.fit(data['feature'])
+    print(f'Estimated parameters: {param_estimates}')