diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb index 48c9a7245bce09810923f65c307d7acbd9ed563d..c50c2758431b7ec6754836653091d31430b18b2d 100644 --- a/module3/exo3/exercice.ipynb +++ b/module3/exo3/exercice.ipynb @@ -272,24 +272,24 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0,0.5,\"Concentration de CO2 dans l'atmosphère [$ppm$]\")" ] }, - "execution_count": 4, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { @@ -300,7 +300,11 @@ ], "source": [ "# Graph de la base de données complètes\n", - "data.plot()\n", + "ax = data.plot(figsize=(15,10), title=\"CO2 dans l'atmosphère du 29/03/1958 au 01/02/2020\")\n", + "\n", + "# Données du graph\n", + "ax.set_title(\"CO2 dans l'atmosphère du 29/03/1958 au 01/02/2020\")\n", + "ax.set_ylabel(\"Concentration de CO2 dans l'atmosphère [$ppm$]\")\n", "#plt.show()" ] }, @@ -430,39 +434,29 @@ "metadata": {}, "source": [ "Dans le paragraphe *4.a*, nous avons déjà pu remarquer une oscillation périodique couplée à une évolution continue du taux de CO2 dans l'atmosphère. \n", - "Voyons l'évolution du taux de CO2 de manière plus précise avec une sequence de 10 ans (du 15/08/2000 au 15/08/2010) et le détail sur une année (du 15/05/20000 au 15/08/20001)." + "Voyons l'évolution du taux de CO2 de manière plus précise avec une sequence de 10 ans (par exemple du 15/08/2000 au 15/08/2010) et le détail sur deux années distinctes. Une au début des mesures (du 15/08/1960 au 15/08/1961) et une autre à la fin (du 15/08/2015 au 15/05/2016)." ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Définition des périodes à afficher\n", "mask_10y = (data.index > '2000-08-15') & (data.index <= '2010-08-15')\n", - "mask1_1y = (data.index > '1980-08-15') & (data.index <= '1981-08-15')\n", + "mask1_1y = (data.index > '1960-08-15') & (data.index <= '1961-08-15')\n", "mask2_1y = (data.index > '2015-08-15') & (data.index <= '2016-08-15')" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", 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" ] @@ -479,20 +473,30 @@ "# La base de chaques cycles a été prie au 15 août (comme la base mensuelle de l'institut Scripps)\n", "fig = plt.figure()\n", "\n", + "# Définition des axes\n", "ax1 = plt.subplot(221)\n", "ax2 = plt.subplot(222)\n", "ax3 = plt.subplot(212)\n", "\n", + "# Titres des graphs\n", + "ax1.set_title(\"CO2 dans l'atmosphère du 15/08/1960 au 15/08/1961\")\n", + "ax2.set_title(\"CO2 dans l'atmosphère du 15/08/2015 au 15/08/2016\")\n", + "ax3.set_title(\"CO2 dans l'atmosphère du 15/08/2000 au 15/08/2010\")\n", + "\n", + "# Labels des axes\n", + "ax1.set_ylabel(\"Concentration de CO2 [$ppm$]\")\n", + "ax2.set_ylabel(\"Concentration de CO2 [$ppm$]\")\n", + "ax3.set_ylabel(\"Concentration de CO2 [$ppm$]\")\n", + "\n", + "# Graphs\n", "data[mask1_1y].plot(ax=ax1, figsize=(15,10))\n", "data[mask2_1y].plot(ax=ax2, figsize=(15,10))\n", - "data[mask_10y].plot(ax=ax3, figsize=(15,10))" + "data[mask_10y].plot(ax=ax3, figsize=(15,10))\n", + "\n", + "# Optimisation de l'espacement entre les graphs\n", + "fig.tight_layout()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] - }, { "cell_type": "code", "execution_count": null,