From f8ade52856368e45f9eaa24e2207b35442e1b466 Mon Sep 17 00:00:00 2001 From: fac8f4cc02bfb4e3dfb02802cea5d62a Date: Tue, 16 Jan 2024 17:57:10 +0000 Subject: [PATCH] plot titles --- ...xercice_evaluation_pairs_sujet_1_CO2.ipynb | 28 ++++++++----------- 1 file changed, 11 insertions(+), 17 deletions(-) diff --git a/module3/exo3/Exercice_evaluation_pairs_sujet_1_CO2.ipynb b/module3/exo3/Exercice_evaluation_pairs_sujet_1_CO2.ipynb index 5e4c3a4..7c815f0 100644 --- a/module3/exo3/Exercice_evaluation_pairs_sujet_1_CO2.ipynb +++ b/module3/exo3/Exercice_evaluation_pairs_sujet_1_CO2.ipynb @@ -2369,30 +2369,22 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 43, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/conda/lib/python3.6/site-packages/pandas/plotting/_core.py:1716: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", - " series.name = label\n" - ] - }, { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 10, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -2404,7 +2396,7 @@ } ], "source": [ - "co2_clean.plot(x=[\"decimal\"], y=[\"average\"])" + "co2_clean.plot(x=[\"decimal\"], y=[\"average\"], title=\"Change in CO2 levels\")" ] }, { @@ -4888,16 +4880,16 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 20, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, @@ -4916,7 +4908,9 @@ ], "source": [ "co2_merge[\"oscillation\"]=co2_merge[\"average\"]-co2_merge[\"yearly average\"]\n", - "co2_merge.plot(x=[\"week\"], y=[\"oscillation\"], kind=\"scatter\", s=5)" + "\n", + "co2_merge.plot(x=[\"week\"], y=[\"oscillation\"], kind=\"scatter\", s=5)\n", + "#plt.xlabel(\"Numéro de semaine\")" ] }, { -- 2.18.1