fix: only compute auto correlation when no config is specified

ydataai · Dec 21, 2022 · d5d4f58 · d5d4f58
1 parent 460a98b
commit d5d4f58
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Showing 2 changed files with 10 additions and 5 deletions.
diff --git a/examples/features/correlation_demo.py b/examples/features/correlation_demo.py
@@ -40,6 +40,16 @@
     # Saving the data profiling report with the 'auto' correlation matrix to a html file
     profile.to_file(Path("auto_uci_bank_marketing_report.html"))
 
+    # The 'Auto' correlation is also the only correlation computed when no configuration
+    # file is specified.
+
+    profile = ProfileReport(
+        df,
+        title="Profile Report of the UCI Bank Marketing Dataset",
+    )
+
+    profile.to_file(Path("auto_no_config_uci_bank_marketing_report.html"))
+
     # The default configuration only computes the 'Auto' correlation.
     # To deactivate this setting and instead calculate other types of correlations such as Pearson's
     # and Cramer's V we can do the following:

diff --git a/src/pandas_profiling/config.py b/src/pandas_profiling/config.py
@@ -303,11 +303,6 @@ class Config:
 
     correlations: Dict[str, Correlation] = {
         "auto": Correlation(key="auto"),
-        "spearman": Correlation(key="spearman"),
-        "pearson": Correlation(key="pearson"),
-        "kendall": Correlation(key="kendall"),
-        "cramers": Correlation(key="cramers"),
-        "phi_k": Correlation(key="phi_k"),
     }
 
     interactions: Interactions = Interactions()