From a423c78282a9d1162f2dc77eea8ecafe83f17e5a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Bertrand=20N=C3=A9ron?= <bneron@pasteur.fr>
Date: Wed, 2 Oct 2024 11:45:48 +0200
Subject: [PATCH] improve ipywidget exo/demo
---
.../seaborn_TP_solutions_happiness2016.ipynb | 43 ++++++++++++++++++-
1 file changed, 42 insertions(+), 1 deletion(-)
diff --git a/notebooks/seaborn_TP_solutions_happiness2016.ipynb b/notebooks/seaborn_TP_solutions_happiness2016.ipynb
index 7b7e292..55d372b 100644
--- a/notebooks/seaborn_TP_solutions_happiness2016.ipynb
+++ b/notebooks/seaborn_TP_solutions_happiness2016.ipynb
@@ -584,15 +584,56 @@
"metadata": {},
"outputs": [],
"source": [
+ "\n",
"@interact(region=widgets.Dropdown(options=regions))\n",
"def plot_counts(region):\n",
" data = ha_df.loc[ha_df['Region'] == region]\n",
" ax = sns.barplot(data=data, y='Happiness Score', x='Country')\n",
- " \n",
" ax.set_xticks(data.Country)\n",
" ax.set_xticklabels(data.Country, rotation=45, ha='right', rotation_mode='anchor')\n",
" "
]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3f4bd68e-eb26-46f8-a00f-86f9d0570580",
+ "metadata": {},
+ "source": [
+ "You can customize your figure as classical seaborn/matplotib figure\n",
+ "\n",
+ "for instance to display the value above each bar"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7bcee7c5-f1c2-4035-9b7c-e68e1d73a932",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "@interact(region=widgets.Dropdown(options=regions))\n",
+ "def plot_counts(region):\n",
+ " data = ha_df.loc[ha_df['Region'] == region]\n",
+ " ax = sns.barplot(data=data, y='Happiness Score', x='Country')\n",
+ " for i in ax.containers:\n",
+ " # add label on each bar https://www.geeksforgeeks.org/how-to-show-values-on-seaborn-barplot/\n",
+ " ax.bar_label(i, fmt=\"{:.2f}\", rotation='vertical', padding=3)\n",
+ " \n",
+ " ax.set_xticks(data.Country)\n",
+ " ax.set_xticklabels(data.Country, rotation=45, ha='right', rotation_mode='anchor')\n",
+ " ax.margins(y=0.1) # add margin to avoid to have label outside the barplotboundaries, here add 10% white space vertically \n",
+ " # https://stackoverflow.com/questions/72662991/how-can-i-prevent-bar-labels-from-going-outside-the-barplot-boundaries-range\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d78b7b86-ecaa-4d27-80ca-2d3e46c2aca3",
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
--
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