{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "outputs": [],
   "source": [
    "from glob import glob\n",
    "import re\n",
    "\n",
    "\n",
    "def load_df(path: str):\n",
    "    m = re.search('.+out-(.+)-(.+)-(.+).csv', path)\n",
    "    df = pd.read_csv(path)\n",
    "    df['r'] = (df.x ** 2 + df.y ** 2) ** (1 / 2)\n",
    "    df['cr'] = df['r'].cummax()\n",
    "\n",
    "    mid_point = np.floor(df.shape[0] / 2)\n",
    "    df['N'] = df.index + 1\n",
    "    df['fd'] = np.log(df.N) / np.log(df.cr)\n",
    "\n",
    "    df['seed'] = m[1]\n",
    "    df['stick_probability'] = m[2]\n",
    "    df['max_particles'] = m[3]\n",
    "\n",
    "    return df\n",
    "\n",
    "\n",
    "def read_data():\n",
    "    paths = glob(f\"../data/out-*-*-*.csv\")\n",
    "    return pd.concat([load_df(path) for path in paths])\n",
    "\n",
    "\n",
    "def read_all(stick_probability, max_particles):\n",
    "    paths = glob(f\"../data/out-*-{stick_probability}-{max_particles}.csv\")\n",
    "    return [load_df(path) for path in paths]\n",
    "\n",
    "\n",
    "def read_csv(seed, stick_probability, max_particles):\n",
    "    return load_df(f\"../data/out-{seed}-{stick_probability}-{max_particles}.csv\")"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 207,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    },
    {
     "data": {
      "text/plain": "       frame   x   y          r         cr    N        fd seed  \\\n0          0   0   0   0.000000   0.000000    1 -0.000000    5   \n1        521   0  -1   1.000000   1.000000    2       inf    5   \n2       1813   1   0   1.000000   1.000000    3       inf    5   \n3       1964   0  -2   2.000000   2.000000    4  2.000000    5   \n4       5551   2   0   2.000000   2.000000    5  2.321928    5   \n..       ...  ..  ..        ...        ...  ...       ...  ...   \n992  2232095  24  -1  24.020824  46.872167  993  1.793598    2   \n993  2242034  11  22  24.596748  46.872167  994  1.793859    2   \n994  2245442   7 -36  36.674242  46.872167  995  1.794121    2   \n995  2245931 -18  -7  19.313208  46.872167  996  1.794382    2   \n996  2252612  15 -18  23.430749  46.872167  997  1.794643    2   \n\n    stick_probability max_particles  \n0                0.25          1000  \n1                0.25          1000  \n2                0.25          1000  \n3                0.25          1000  \n4                0.25          1000  \n..                ...           ...  \n992              0.25         10000  \n993              0.25         10000  \n994              0.25         10000  \n995              0.25         10000  \n996              0.25         10000  \n\n[4684146 rows x 10 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>frame</th>\n      <th>x</th>\n      <th>y</th>\n      <th>r</th>\n      <th>cr</th>\n      <th>N</th>\n      <th>fd</th>\n      <th>seed</th>\n      <th>stick_probability</th>\n      <th>max_particles</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0.000000</td>\n      <td>0.000000</td>\n      <td>1</td>\n      <td>-0.000000</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>521</td>\n      <td>0</td>\n      <td>-1</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>2</td>\n      <td>inf</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>1813</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>3</td>\n      <td>inf</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>1964</td>\n      <td>0</td>\n      <td>-2</td>\n      <td>2.000000</td>\n      <td>2.000000</td>\n      <td>4</td>\n      <td>2.000000</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>5551</td>\n      <td>2</td>\n      <td>0</td>\n      <td>2.000000</td>\n      <td>2.000000</td>\n      <td>5</td>\n      <td>2.321928</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>992</th>\n      <td>2232095</td>\n      <td>24</td>\n      <td>-1</td>\n      <td>24.020824</td>\n      <td>46.872167</td>\n      <td>993</td>\n      <td>1.793598</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>993</th>\n      <td>2242034</td>\n      <td>11</td>\n      <td>22</td>\n      <td>24.596748</td>\n      <td>46.872167</td>\n      <td>994</td>\n      <td>1.793859</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>994</th>\n      <td>2245442</td>\n      <td>7</td>\n      <td>-36</td>\n      <td>36.674242</td>\n      <td>46.872167</td>\n      <td>995</td>\n      <td>1.794121</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>995</th>\n      <td>2245931</td>\n      <td>-18</td>\n      <td>-7</td>\n      <td>19.313208</td>\n      <td>46.872167</td>\n      <td>996</td>\n      <td>1.794382</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>996</th>\n      <td>2252612</td>\n      <td>15</td>\n      <td>-18</td>\n      <td>23.430749</td>\n      <td>46.872167</td>\n      <td>997</td>\n      <td>1.794643</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n  </tbody>\n</table>\n<p>4684146 rows × 10 columns</p>\n</div>"
     },
     "execution_count": 207,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fdf = read_data()\n",
    "fdf"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/joshuacoles/.local/share/virtualenvs/comp-b-cw1-data-6JKiQPfn/lib/python3.9/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    },
    {
     "data": {
      "text/plain": "0          -inf\n1      0.000000\n2      0.000000\n3      0.693147\n4      0.693147\n         ...   \n992    3.847424\n993    3.847424\n994    3.847424\n995    3.847424\n996    3.847424\nName: cr, Length: 4684146, dtype: float64"
     },
     "execution_count": 197,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.log(fdf.cr) / np.log(fdf.cr)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 266,
   "outputs": [],
   "source": [
    "pltd = fdf.where((fdf['fd'] != np.nan) & (fdf['fd'] != np.inf)).groupby(['stick_probability'])['fd'].mean()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 267,
   "outputs": [
    {
     "data": {
      "text/plain": "[<matplotlib.lines.Line2D at 0x2d7927370>]"
     },
     "execution_count": 267,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": "[encoded data, 24436 characters]\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(pltd)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 265,
   "outputs": [
    {
     "data": {
      "text/plain": "         frame     x     y          r         cr      N        fd seed  \\\n0          0.0   0.0   0.0   0.000000   0.000000    1.0 -0.000000    5   \n1          NaN   NaN   NaN        NaN        NaN    NaN       NaN  NaN   \n2          NaN   NaN   NaN        NaN        NaN    NaN       NaN  NaN   \n3       1964.0   0.0  -2.0   2.000000   2.000000    4.0  2.000000    5   \n4       5551.0   2.0   0.0   2.000000   2.000000    5.0  2.321928    5   \n..         ...   ...   ...        ...        ...    ...       ...  ...   \n992  2232095.0  24.0  -1.0  24.020824  46.872167  993.0  1.793598    2   \n993  2242034.0  11.0  22.0  24.596748  46.872167  994.0  1.793859    2   \n994  2245442.0   7.0 -36.0  36.674242  46.872167  995.0  1.794121    2   \n995  2245931.0 -18.0  -7.0  19.313208  46.872167  996.0  1.794382    2   \n996  2252612.0  15.0 -18.0  23.430749  46.872167  997.0  1.794643    2   \n\n    stick_probability max_particles  \n0                0.25          1000  \n1                 NaN           NaN  \n2                 NaN           NaN  \n3                0.25          1000  \n4                0.25          1000  \n..                ...           ...  \n992              0.25         10000  \n993              0.25         10000  \n994              0.25         10000  \n995              0.25         10000  \n996              0.25         10000  \n\n[4684146 rows x 10 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>frame</th>\n      <th>x</th>\n      <th>y</th>\n      <th>r</th>\n      <th>cr</th>\n      <th>N</th>\n      <th>fd</th>\n      <th>seed</th>\n      <th>stick_probability</th>\n      <th>max_particles</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.000000</td>\n      <td>0.000000</td>\n      <td>1.0</td>\n      <td>-0.000000</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>1964.0</td>\n      <td>0.0</td>\n      <td>-2.0</td>\n      <td>2.000000</td>\n      <td>2.000000</td>\n      <td>4.0</td>\n      <td>2.000000</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>5551.0</td>\n      <td>2.0</td>\n      <td>0.0</td>\n      <td>2.000000</td>\n      <td>2.000000</td>\n      <td>5.0</td>\n      <td>2.321928</td>\n      <td>5</td>\n      <td>0.25</td>\n      <td>1000</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>992</th>\n      <td>2232095.0</td>\n      <td>24.0</td>\n      <td>-1.0</td>\n      <td>24.020824</td>\n      <td>46.872167</td>\n      <td>993.0</td>\n      <td>1.793598</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>993</th>\n      <td>2242034.0</td>\n      <td>11.0</td>\n      <td>22.0</td>\n      <td>24.596748</td>\n      <td>46.872167</td>\n      <td>994.0</td>\n      <td>1.793859</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>994</th>\n      <td>2245442.0</td>\n      <td>7.0</td>\n      <td>-36.0</td>\n      <td>36.674242</td>\n      <td>46.872167</td>\n      <td>995.0</td>\n      <td>1.794121</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>995</th>\n      <td>2245931.0</td>\n      <td>-18.0</td>\n      <td>-7.0</td>\n      <td>19.313208</td>\n      <td>46.872167</td>\n      <td>996.0</td>\n      <td>1.794382</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n    <tr>\n      <th>996</th>\n      <td>2252612.0</td>\n      <td>15.0</td>\n      <td>-18.0</td>\n      <td>23.430749</td>\n      <td>46.872167</td>\n      <td>997.0</td>\n      <td>1.794643</td>\n      <td>2</td>\n      <td>0.25</td>\n      <td>10000</td>\n    </tr>\n  </tbody>\n</table>\n<p>4684146 rows × 10 columns</p>\n</div>"
     },
     "execution_count": 265,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fdf.where((fdf['fd'] != np.nan) & (fdf['fd'] != np.inf))"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": "[encoded data, 54816 characters]\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for df in read_all(1, 1000):\n",
    "    plt.plot(df.index + 1, df.cr)\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": "[encoded data, 160684 characters]\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for df in read_all(0.5, 1000):\n",
    "    plt.plot(df.frame, df.fd)\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "outputs": [
    {
     "data": {
      "text/plain": "['../data/out-29-0.5-1000.csv',\n '../data/out-83-0.5-1000.csv',\n '../data/out-84-0.5-1000.csv',\n '../data/out-91-0.5-1000.csv',\n '../data/out-0-0.5-1000.csv',\n '../data/out-69-0.5-1000.csv',\n '../data/out-96-0.5-1000.csv',\n '../data/out-7-0.5-1000.csv',\n '../data/out-58-0.5-1000.csv',\n '../data/out-18-0.5-1000.csv',\n '../data/out-6-0.5-1000.csv',\n '../data/out-97-0.5-1000.csv',\n '../data/out-68-0.5-1000.csv',\n '../data/out-1-0.5-1000.csv',\n '../data/out-90-0.5-1000.csv',\n '../data/out-85-0.5-1000.csv',\n '../data/out-82-0.5-1000.csv',\n '../data/out-28-0.5-1000.csv',\n '../data/out-19-0.5-1000.csv',\n '../data/out-59-0.5-1000.csv',\n '../data/out-100-0.5-1000.csv',\n '../data/out-54-0.5-1000.csv',\n '../data/out-53-0.5-1000.csv',\n '../data/out-13-0.5-1000.csv',\n '../data/out-46-0.5-1000.csv',\n '../data/out-14-0.5-1000.csv',\n '../data/out-41-0.5-1000.csv',\n '../data/out-22-0.5-1000.csv',\n '../data/out-77-0.5-1000.csv',\n '../data/out-88-0.5-1000.csv',\n '../data/out-25-0.5-1000.csv',\n '../data/out-70-0.5-1000.csv',\n '../data/out-30-0.5-1000.csv',\n '../data/out-65-0.5-1000.csv',\n '../data/out-37-0.5-1000.csv',\n '../data/out-62-0.5-1000.csv',\n '../data/out-40-0.5-1000.csv',\n '../data/out-15-0.5-1000.csv',\n '../data/out-47-0.5-1000.csv',\n '../data/out-12-0.5-1000.csv',\n '../data/out-52-0.5-1000.csv',\n '../data/out-55-0.5-1000.csv',\n '../data/out-63-0.5-1000.csv',\n '../data/out-36-0.5-1000.csv',\n '../data/out-64-0.5-1000.csv',\n '../data/out-31-0.5-1000.csv',\n '../data/out-71-0.5-1000.csv',\n '../data/out-24-0.5-1000.csv',\n '../data/out-89-0.5-1000.csv',\n '../data/out-76-0.5-1000.csv',\n '../data/out-23-0.5-1000.csv',\n '../data/out-10-0.5-1000.csv',\n '../data/out-45-0.5-1000.csv',\n '../data/out-17-0.5-1000.csv',\n '../data/out-42-0.5-1000.csv',\n '../data/out-57-0.5-1000.csv',\n '../data/out-50-0.5-1000.csv',\n '../data/out-99-0.5-1000.csv',\n '../data/out-33-0.5-1000.csv',\n '../data/out-66-0.5-1000.csv',\n '../data/out-8-0.5-1000.csv',\n '../data/out-34-0.5-1000.csv',\n '../data/out-61-0.5-1000.csv',\n '../data/out-21-0.5-1000.csv',\n '../data/out-74-0.5-1000.csv',\n '../data/out-26-0.5-1000.csv',\n '../data/out-73-0.5-1000.csv',\n '../data/out-51-0.5-1000.csv',\n '../data/out-56-0.5-1000.csv',\n '../data/out-43-0.5-1000.csv',\n '../data/out-16-0.5-1000.csv',\n '../data/out-44-0.5-1000.csv',\n '../data/out-11-0.5-1000.csv',\n '../data/out-72-0.5-1000.csv',\n '../data/out-27-0.5-1000.csv',\n '../data/out-75-0.5-1000.csv',\n '../data/out-20-0.5-1000.csv',\n '../data/out-60-0.5-1000.csv',\n '../data/out-35-0.5-1000.csv',\n '../data/out-9-0.5-1000.csv',\n '../data/out-67-0.5-1000.csv',\n '../data/out-32-0.5-1000.csv',\n '../data/out-98-0.5-1000.csv',\n '../data/out-92-0.5-1000.csv',\n '../data/out-38-0.5-1000.csv',\n '../data/out-3-0.5-1000.csv',\n '../data/out-95-0.5-1000.csv',\n '../data/out-4-0.5-1000.csv',\n '../data/out-80-0.5-1000.csv',\n '../data/out-87-0.5-1000.csv',\n '../data/out-78-0.5-1000.csv',\n '../data/out-49-0.5-1000.csv',\n '../data/out-79-0.5-1000.csv',\n '../data/out-86-0.5-1000.csv',\n '../data/out-81-0.5-1000.csv',\n '../data/out-5-0.5-1000.csv',\n '../data/out-94-0.5-1000.csv',\n '../data/out-2-0.5-1000.csv',\n '../data/out-39-0.5-1000.csv',\n '../data/out-93-0.5-1000.csv',\n '../data/out-48-0.5-1000.csv']"
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "glob()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "outputs": [
    {
     "data": {
      "text/plain": "       frame   x   y       r      cr\n0          0   0   0     0.0     0.0\n1         51  -1   0     0.5     0.5\n2        512  -1  -1     1.0     1.0\n3       1818   0   1     0.5     1.0\n4       1872   0   2     2.0     2.0\n..       ...  ..  ..     ...     ...\n995  2279814  14 -43  1022.5  1136.5\n996  2281640  -7 -33   569.0  1136.5\n997  2288145 -32   8   544.0  1136.5\n998  2291975 -15  41   953.0  1136.5\n999  2292846  -9  34   618.5  1136.5\n\n[101000 rows x 5 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>frame</th>\n      <th>x</th>\n      <th>y</th>\n      <th>r</th>\n      <th>cr</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>51</td>\n      <td>-1</td>\n      <td>0</td>\n      <td>0.5</td>\n      <td>0.5</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>512</td>\n      <td>-1</td>\n      <td>-1</td>\n      <td>1.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>1818</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0.5</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>1872</td>\n      <td>0</td>\n      <td>2</td>\n      <td>2.0</td>\n      <td>2.0</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>995</th>\n      <td>2279814</td>\n      <td>14</td>\n      <td>-43</td>\n      <td>1022.5</td>\n      <td>1136.5</td>\n    </tr>\n    <tr>\n      <th>996</th>\n      <td>2281640</td>\n      <td>-7</td>\n      <td>-33</td>\n      <td>569.0</td>\n      <td>1136.5</td>\n    </tr>\n    <tr>\n      <th>997</th>\n      <td>2288145</td>\n      <td>-32</td>\n      <td>8</td>\n      <td>544.0</td>\n      <td>1136.5</td>\n    </tr>\n    <tr>\n      <th>998</th>\n      <td>2291975</td>\n      <td>-15</td>\n      <td>41</td>\n      <td>953.0</td>\n      <td>1136.5</td>\n    </tr>\n    <tr>\n      <th>999</th>\n      <td>2292846</td>\n      <td>-9</td>\n      <td>34</td>\n      <td>618.5</td>\n      <td>1136.5</td>\n    </tr>\n  </tbody>\n</table>\n<p>101000 rows × 5 columns</p>\n</div>"
     },
     "execution_count": 109,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "read_all(0.5, 1000)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "outputs": [],
   "source": [
    "df['seed'] = 1"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "outputs": [
    {
     "data": {
      "text/plain": "(1000, 7)"
     },
     "execution_count": 185,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "source": [
    "df.shape[0]"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 189,
   "outputs": [
    {
     "data": {
      "text/plain": "0.0"
     },
     "execution_count": 189,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.floor(1/2)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   }
  }
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