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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.clf()\n", - "plt.style.use('default')\n", - "ax = carbonate_df.plot(x='time_hrs', y='substrate_area_normed',marker = '.', label = '1-cyanocyclohexyl) methyl carbonate', markersize=12)\n", - "cn1oacethane_df.plot(x='time_hrs', y='substrate_area_normed', marker = '.', markersize=12, label = '1-cyanoethyl acetate', ax=ax)\n", - "bzocnethane_df.plot(x='rxn_times', y='normed_integral', marker = '.', markersize=12, label = '1-cyanoethyl benzoate', ax=ax)\n", - "cn2oacpropane_df.plot(x='time_hrs', y='substrate_area_normed', marker = '.', markersize=12, label = '(1-cyano-1-methyl-ethyl) acetate', ax=ax)\n", - "bzo2cnpropane_df.plot(x='rxn_times', y='normed_integral', marker = '.', markersize=12, label = '(1-cyano-1-methyl-ethyl) benzoate', ax=ax)\n", - "\n", - "plt.xlabel('time (h)')\n", - "plt.ylabel('normed intensity')\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "b674c1c5-3ec8-49c8-849b-b8ebfd5b608e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.clf()\n", - "plt.style.use('default')\n", - "ax = dmap_df.plot(x='t_133', y='133_int',marker = '.', label = '1-cyanocyclohexyl) methyl carbonate', markersize=12)\n", - "dmap_df.plot(x='t_136', y='136_int', marker = '.', markersize=12, label = '1-cyanoethyl acetate', ax=ax)\n", - "dmap_df.plot(x='t_135', y='135_int', marker = '.', markersize=12, label = '1-cyanoethyl benzoate', ax=ax)\n", - "dmap_df.plot(x='t_119', y='119_int', marker = '.', markersize=12, label = '(1-cyano-1-methyl-ethyl) acetate', ax=ax)\n", - "dmap_df.plot(x='t_121', y='121_int', marker = '.', markersize=12, label = '(1-cyano-1-methyl-ethyl) benzoate', ax=ax)\n", - "dmap_df.plot(x='t_134', y='134_int', marker = '.', markersize=12, label = '2-methyl-2-trimethylsilyloxy-propanenitrile', ax=ax)\n", - "\n", - "plt.xlabel('time (h)')\n", - "plt.ylabel('normed intensity')\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "16f8c31f-ba77-45c1-9d0d-a23c5858a0f0", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.2" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}