{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Legend\n",
    "see: https://stackoverflow.com/a/43439132"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from smpl import plot\n",
    "from smpl import io\n",
    "from smpl import functions as f\n",
    "import uncertainties.unumpy as unp\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "data = np.loadtxt(io.find_file('test_linear_data.txt',3))\n",
    "xdata = data[:,0]\n",
    "xerr = data[:,2]\n",
    "ydata = data[:,1]\n",
    "yerr = data[:,3]\n",
    "x = unp.uarray(xdata,xerr)\n",
    "y = unp.uarray(ydata,yerr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "ff = plot.fit(xdata, ydata, fmt='.', label='data', lpos=6,bbox_to_anchor=(1.04,0.5),xaxis=\"x in a.u.\",yaxis=\"y in a.u.\",function=f.linear, params=[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ff = plot.fit(xdata, ydata, fmt='.', lpos=2,bbox_to_anchor=(0,1.02,1,0.2),ncol=3,label='data', xaxis=\"x in a.u.\",yaxis=\"y in a.u.\",function=f.line, params=[1,2])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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   "file_extension": ".py",
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