Credit Risk Modeling - Preparation - 3-1.ipynb

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   "source": [
    "# Data Preparation"
   ]
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   "source": [
    "## Import Libraries"
   ]
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   "source": [
    "import numpy as np\n",
    "import pandas as pd"
   ]
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   "cell_type": "markdown",
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   "source": [
    "## Import Data"
   ]
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   "cell_type": "code",
   "execution_count": null,
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   "source": [
    "loan_data_backup = pd.read_csv('loan_data_2007_2014.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "loan_data = loan_data_backup.copy()"
   ]
  },
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   "source": [
    "## Explore Data"
   ]
  },
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "loan_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.options.display.max_columns = None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "loan_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "loan_data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "loan_data.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "loan_data.columns.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "loan_data.info()"
   ]
  }
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