{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Visualizing EXFOR Cross Sections\n", "\n", "In this notebook, several EXFOR cross sections will be plotted to demonstrate some of `NucML`'s visualization capabilities." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T18:47:20.070776Z", "start_time": "2021-05-06T18:47:20.066775Z" } }, "outputs": [], "source": [ "# # Prototype\n", "# import sys\n", "# sys.path.append(\"../..\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T18:47:30.763863Z", "start_time": "2021-05-06T18:47:25.385980Z" } }, "outputs": [], "source": [ "# importing necessary modules\n", "import seaborn as sns\n", "\n", "import nucml.exfor.data_utilities as exfor_utils\n", "import nucml.evaluation.data_utilities as eval_utils\n", "import nucml.datasets as nuc_data\n", "import nucml.evaluation.plot as eval_plot" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T18:47:32.181857Z", "start_time": "2021-05-06T18:47:32.177353Z" } }, "outputs": [], "source": [ "# sns.set(font_scale=1.3)\n", "sns.set(font_scale=2.5)\n", "sns.set_style(\"white\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T18:47:33.428961Z", "start_time": "2021-05-06T18:47:33.425961Z" } }, "outputs": [], "source": [ "# Setting up the path where our figures will be stored\n", "figure_dir = \"./Figures/\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting Cross Sections (EXFOR + ENDF)\n", "\n", "Before being able to plot any data, we first need to load the EXFOR data. In this tutorial, we will only plot neutron-induce reaction cross section data. Let us load the data points using `NucML`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T18:49:25.350602Z", "start_time": "2021-05-06T18:48:05.938088Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root: MODE: neutrons\n", "INFO:root: LOW ENERGY: False\n", "INFO:root: LOG: False\n", "INFO:root: BASIC: -1\n", "INFO:root:Reading data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/EXFOR/CSV_Files\\EXFOR_neutrons/EXFOR_neutrons_MF3_AME_no_RawNaN.csv\n", "INFO:root:Data read into dataframe with shape: (4255409, 104)\n", "INFO:root:Finished. Resulting dataset has shape (4255409, 104)\n" ] } ], "source": [ "df = nuc_data.load_exfor()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T18:49:58.334950Z", "start_time": "2021-05-06T18:49:57.607950Z" } }, "outputs": [], "source": [ "# a bug exists since dtypes are not specified, current fix is to transform the MT feature into int type\n", "df.MT = df.MT.astype(int)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plotting utilities will make use of the loaded data. If you want to plot proton induce reactions, you need to load that type of data before proceeding. The plotting utilities contain various functionalities and arguments to help you get presentation-ready figures fast. However, you can always just filter the data and use any visualization packages and styles you want. These are merely utility functions provided to you. For information on the argument meanings please visit the documentation: https://pedrojrv.github.io/nucml/nucml.exfor.html#module-nucml.exfor.data_utilities" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T19:01:03.402632Z", "start_time": "2021-05-06T19:01:00.752632Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Cl035/endfb8.0/tables/xs/n-Cl035-MT102.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 28950 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (43, 104)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.7, \"legend\":True, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "cl_exfor_endf = exfor_utils.plot_exfor_w_references(df, 17, 35, 102, \n", " get_endf=True, \n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that we created the plot for Chlorine 35 (n,g) and we were able to add the ENDF line by just specifying `get_endf=True`. The `plot_exfor_w_reference()` returns a DataFrame and it can be used to create new personal plots using raw data extracted. We can do the same for other reactions including Cl-35(n,tot), Fe-56(n,g), and Fe-56(n,tot)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T19:03:41.646208Z", "start_time": "2021-05-06T19:03:39.630210Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Cl035/endfb8.0/tables/xs/n-Cl035-MT001.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 12359 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (128, 104)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.7, \"legend\":True, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "cl_exfor_endf = exfor_utils.plot_exfor_w_references(df, 17, 35, \"1\", \n", " get_endf=True, \n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T19:04:01.349486Z", "start_time": "2021-05-06T19:03:58.973487Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Fe056/endfb8.0/tables/xs/n-Fe056-MT102.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 45284 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (222, 104)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.7, \"legend\":True, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "fe_exfor_endf = exfor_utils.plot_exfor_w_references(df, 26, 56, \"102\", \n", " legend_size=17,\n", " error=True, \n", " save=True, \n", " get_endf=True,\n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2021-02-07T21:04:32.260382Z", "start_time": "2021-02-07T21:04:28.591454Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Fe056/endfb8.0/tables/xs/n-Fe056-MT001.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 42005 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (22516, 104)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.7, \"legend\":True, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True, \"figure_size\":(18,10)}\n", "\n", "fe_exfor_endf = exfor_utils.plot_exfor_w_references(df, 26, 56, \"1\", \n", " legend_size=15,\n", " error=True, \n", " save=True, \n", " get_endf=True,\n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice how in the previous cases the data point legends start to decrease in font size. For reaction channels where experimental campaigns are above ~20, plotting with legends becomes unfeasible. We can turn them off while maintaining the coloring by specifying `legend=False`. For example:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T19:05:58.678116Z", "start_time": "2021-05-06T19:05:52.180612Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/U235/endfb8.0/tables/xs/n-U235-MT018.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 46678 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (133199, 104)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.9, \"legend\":False, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "u_exfor_endf = exfor_utils.plot_exfor_w_references(df, 92, 235, 18, \n", " get_endf=True, \n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting EXFOR with Newly Imported Data\n", "\n", "There will be some cases were you just measured new data in the lab and is therefore not part of EXFOR. You can make use of `NucML`'s visualization utilities as long as the new file contains two basic columns: `Energy` and `Data`. Let us go through an example where we load external new data points." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T20:28:42.249011Z", "start_time": "2021-05-06T20:28:42.022012Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:Finish reading ENDF data with shape: (12, 4)\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (215, 104)\n" ] } ], "source": [ "# Load new data, load chlorine35(n,p) exfor and evaluation\n", "new_data = eval_utils.load_new(\"../New_Data/cl35_np.csv\")\n", "chlorine_35_np = exfor_utils.load_samples(df, 17, 35, \"103\")" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T20:33:25.750682Z", "start_time": "2021-05-06T20:33:21.371182Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Cl035/endfb8.0/tables/xs/n-Cl035-MT103.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 8791 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (215, 104)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.7, \"legend\":True, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True, \"figure_size\":(18,10)}\n", "\n", "cl_exfor_endf = exfor_utils.plot_exfor_w_references(df.copy(), 17, 35, \"103\", \n", " new_data=new_data, \n", " get_endf=True, \n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice how the new data is plotted and the legend \"Additional Data\" is given. \n", "\n", "## Plotting Evaluations and EXFOR Datapoints as Lines\n", "\n", "In the previous example, the ENDF line is plotted in combination with the EXFOR scatterplot. We can also plot the EXFOR datapoints as a line in combination with several other evaluations supported." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T20:36:18.939793Z", "start_time": "2021-05-06T20:36:18.713293Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (215, 104)\n" ] } ], "source": [ "# extract only chlorine data points\n", "chlorine_35 = exfor_utils.load_samples(df, 17, 35, \"103\")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2021-05-06T20:36:31.369749Z", "start_time": "2021-05-06T20:36:27.640749Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Cl035/endfb8.0/tables/xs/n-Cl035-MT103.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 8791 datapoints.\n", "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Cl035/tendl.2019/tables/xs/n-Cl035-MT103.tendl.2019\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 592 datapoints.\n", "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Cl035/jendl4.0/tables/xs/n-Cl035-MT103.jendl4.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 2130 datapoints.\n", "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/Cl035/jeff3.3/tables/xs/n-Cl035-MT103.jeff3.3\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 501 datapoints.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"Cl035\", \"103\", exfor=chlorine_35.copy(), exclude=[\"jeff\"], \n", " new_data=new_data, new_data_label=\"J.C.Batchelder, et. al. 2019\", \n", " save=True, save_dir=figure_dir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## More Visualization Examples" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2021-01-26T21:42:01.753281Z", "start_time": "2021-01-26T21:41:51.144263Z" }, "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/U233/endfb8.0/tables/xs/n-U233-MT018.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 15345 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (94661, 104)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.9, \"legend\":False, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "u_exfor_endf = exfor_utils.plot_exfor_w_references(df, 92, 233, \"18\", \n", " get_endf=True, \n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2021-01-26T21:43:39.422116Z", "start_time": "2021-01-26T21:43:35.584092Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:/Users/Pedro/Desktop/ML_Nuclear_Data/Evaluated_Data\\neutrons/U233/endfb8.0/tables/xs/n-U233-MT002.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 5590 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (261, 104)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.7, \"legend\":True, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "u_exfor_endf = exfor_utils.plot_exfor_w_references(df, 92, 233, \"2\", \n", " get_endf=True, \n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2021-01-04T21:34:20.195170Z", "start_time": "2021-01-04T21:34:13.965082Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:\\Users\\Pedro\\Desktop\\ML_Nuclear_Data\\Evaluated_Data\\neutrons/U233/endfb8.0/tables/xs/n-U233-MT001.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 12617 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (33385, 104)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.9, \"legend\":False, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "u_exfor_endf = exfor_utils.plot_exfor_w_references(df, 92, 233, \"1\", \n", " get_endf=True, \n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2021-01-04T21:34:24.285886Z", "start_time": "2021-01-04T21:34:20.196671Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:EVALUATION: Extracting data from C:\\Users\\Pedro\\Desktop\\ML_Nuclear_Data\\Evaluated_Data\\neutrons/U233/endfb8.0/tables/xs/n-U233-MT102.endfb8.0\n", "INFO:root:EVALUATION: Converting MeV to eV...\n", "INFO:root:EVALUATION: Converting mb to b...\n", "INFO:root:EVALUATION: Finished. ENDF data contains 19513 datapoints.\n", "INFO:root:Extracting samples from dataframe.\n", "INFO:root:EXFOR extracted DataFrame has shape: (4588, 104)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = {\"nat_iso\":\"I\", \"one_hot\":False, \"alpha\":0.7, \"legend\":True, \"interpolate\":False, \n", " \"log_plot\":True, \"ref\":True}\n", "\n", "u_exfor_endf = exfor_utils.plot_exfor_w_references(df, 92, 233, \"102\", \n", " get_endf=True, \n", " legend_size=15,\n", " error=True, \n", " save=True, \n", " path=figure_dir, \n", " **kwargs)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 4 }