{ "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": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
framexyrcrNfdseedstick_probabilitymax_particles
00000.0000000.0000001-0.00000050.251000
15210-11.0000001.0000002inf50.251000
21813101.0000001.0000003inf50.251000
319640-22.0000002.00000042.00000050.251000
45551202.0000002.00000052.32192850.251000
.................................
992223209524-124.02082446.8721679931.79359820.2510000
9932242034112224.59674846.8721679941.79385920.2510000
99422454427-3636.67424246.8721679951.79412120.2510000
9952245931-18-719.31320846.8721679961.79438220.2510000
996225261215-1823.43074946.8721679971.79464320.2510000
\n

4684146 rows × 10 columns

\n
" }, "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": "[]" }, "execution_count": 267, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": "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\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": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
framexyrcrNfdseedstick_probabilitymax_particles
00.00.00.00.0000000.0000001.0-0.00000050.251000
1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
31964.00.0-2.02.0000002.0000004.02.00000050.251000
45551.02.00.02.0000002.0000005.02.32192850.251000
.................................
9922232095.024.0-1.024.02082446.872167993.01.79359820.2510000
9932242034.011.022.024.59674846.872167994.01.79385920.2510000
9942245442.07.0-36.036.67424246.872167995.01.79412120.2510000
9952245931.0-18.0-7.019.31320846.872167996.01.79438220.2510000
9962252612.015.0-18.023.43074946.872167997.01.79464320.2510000
\n

4684146 rows × 10 columns

\n
" }, "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": "
", "image/png": "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\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": "
", "image/png": "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\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": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
framexyrcr
00000.00.0
151-100.50.5
2512-1-11.01.0
31818010.51.0
41872022.02.0
..................
995227981414-431022.51136.5
9962281640-7-33569.01136.5
9972288145-328544.01136.5
9982291975-1541953.01136.5
9992292846-934618.51136.5
\n

101000 rows × 5 columns

\n
" }, "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" } ], "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 } } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 0 }