From 57f6a36d7965fc998a06ad68437a20dc72911b22 Mon Sep 17 00:00:00 2001
From: Riccardo Cappuzzo <riccardo.cappuzzo@gmail.com>
Date: Sat, 7 Dec 2024 16:05:45 +0100
Subject: [PATCH] Updating readme

---
 README.rst | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 6e404573f..255742343 100644
--- a/README.rst
+++ b/README.rst
@@ -32,7 +32,14 @@ The goal of skrub is to bridge the gap between tabular data sources and machine-
 
 skrub provides high-level tools for joining dataframes (``Joiner``, ``AggJoiner``, ...),
 encoding columns (``MinHashEncoder``, ``ToCategorical``, ...), building a pipeline
-(``TableVectorizer``, ``tabular_learner``, ...), and more.
+(``TableVectorizer``, ``tabular_learner``, ...), and explore interactively your data (``TableReport``).
+
+.. figure::
+   https://github.com/rcap107/skrub-datasets/blob/master/data/output.gif?raw=true
+   :alt: An animation showing how TableReport works
+
+   An animation showing how TableReport works
+
 
 >>> from skrub.datasets import fetch_employee_salaries
 >>> dataset = fetch_employee_salaries()