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--- other:python:jyp_steps [2023/12/15 14:54] – Added Sweetviz and AutoViz jypeter
+++ other:python:jyp_steps [2023/12/15 15:16] – Added the EDA section jypeter
@@ Line 318: / Line 318: @@
 ===== Data analysis =====
+==== EDA (Exploratory Data Analysis) ? ====
+<note tip>
+The //EDA concept// seems to apply to **time series** (and tabular data), which is not exactly the case of full climate model output data</note>
+  * [[https://www.geeksforgeeks.org/what-is-exploratory-data-analysis/|What is Exploratory Data Analysis ?]]
+    * //The method of studying and exploring record sets to apprehend their predominant traits, discover patterns, locate outliers, and identify relationships between variables. EDA is normally carried out as a preliminary step before undertaking extra formal statistical analyses or modeling.//
+  * [[https://medium.com/codex/automate-the-exploratory-data-analysis-eda-to-understand-the-data-faster-not-better-2ed6ff230eed|Automate the exploratory data analysis (EDA) to understand the data faster and easier]]: a nice comparison of some Python libraries listed below (''ydata-profiling'', ''D-Tale'', ''sweetviz'', ''autoviz'')
+  * [[https://www.geeksforgeeks.org/exploratory-data-analysis-in-python/|EDA in Python]]
 ==== Easy to use datasets ====