diff --git a/.DS_Store b/.DS_Store
new file mode 100644
index 0000000..d58b50c
Binary files /dev/null and b/.DS_Store differ
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..e69de29
diff --git a/ilsco.numbers b/ilsco.numbers
new file mode 100755
index 0000000..1519adb
Binary files /dev/null and b/ilsco.numbers differ
diff --git a/ilsco_test.csv b/ilsco_test.csv
new file mode 100644
index 0000000..c2e3b31
--- /dev/null
+++ b/ilsco_test.csv
@@ -0,0 +1,20 @@
+LugSize,WireSize,ColorCode,MT25,94285,IDT6,IDT12,ILC12N
+8,8 AWG,Blue,1,2,1,,1
+6,6 AWG,Gray,1,2,1,1,1
+4,4 AWG,Green,1,3,1,1,1
+2,2 AWG,Pink,2,3,1,1,1
+1,1 AWG,Gold,2,3,1,1,1
+1/0,1/0 AWG,Tan,2,3,1,1,1
+2/0,2/0 AWG,Olive,2,3,2,1,1^{c}
+3/0,3/0 AWG,Ruby,2,3,2,1,1^{c}
+4/0,4/0 AWG,White,2,,2,1,2
+250,250 kcmil,Red,,,2,1,2
+300,300 kcmil,Blue,,,2,1,2
+350,350 kcmil,Brown,,,2,1,2
+400,400 kcmil,Green,,,2,1,4
+500,500 kcmil,Pink,,,2^{e},1,4
+600,600 kcmil,Black,,,2^{e},1,4
+700/750,700/750 kcmil,Yellow,,,2^{e},1,3
+700/750_2,"900 kcmil
+Compact Al",Yellow,,,,,3
+1000,1000 kcmil,Brown,,,,,
\ No newline at end of file
diff --git a/main_template.py b/main_template.py
index 2b15666..ff816e3 100644
--- a/main_template.py
+++ b/main_template.py
@@ -1,3 +1,4 @@
+import pandas as pd
 from flask import Flask, jsonify, request
 from flask_restful import Api, Resource
 from flasgger import Swagger
@@ -36,7 +37,132 @@ def get(self):
 
         return jsonify({"text": text.upper()})
 
-api.add_resource(UppercaseText, "/uppercase")
+class getTools(Resource):
+
+    def get(self):
+        """
+        This method responds to the GET request for this endpoint and the list of tools available
+        ---
+        tags:
+        - get available tools
+        responses:
+            200:
+                description: A successful GET request
+                content:
+                    application/json:
+                      schema:
+                        type: object
+                        properties:
+                            text:
+                                type: array
+                                description: tools available
+        """
+               # Replace 'your_file_path.csv' with the actual path to your CSV file
+        csv_file_path = 'ilsco_test.csv'
+        # Get values from query parameters
+        try:
+            # Read CSV file into a Pandas DataFrame
+            df = pd.read_csv(csv_file_path)
+            df.set_index('LugSize', inplace=True)
+            # Find the value at the specified row and column
+            cable_list = list(df.columns[2::])
+            
+            return {"value": cable_list}, 200
+        except Exception as e:
+            return {"error": str(e)}, 400
+
+        return jsonify({"text": text.upper()})
+
+class getCables(Resource):
+
+    def get(self):
+        """
+        This method responds to the GET and return the list of available cable sizes.
+        ---
+        tags:
+        - get cable sizes
+        responses:
+            200:
+                description: A successful GET request
+                content:
+                    application/json:
+                      schema:
+                        type: object
+                        properties:
+                            text:
+                                type: array
+                                description: Available cable sizes
+        """
+               # Replace 'your_file_path.csv' with the actual path to your CSV file
+        csv_file_path = 'ilsco_test.csv'
+        # Get values from query parameters
+        try:
+            # Read CSV file into a Pandas DataFrame
+            df = pd.read_csv(csv_file_path)
+            df.set_index('LugSize', inplace=True)
+            # Find the value at the specified row and column
+            tools_list = list(df.index)
+            
+            return {"value": tools_list}, 200
+        except Exception as e:
+            return {"error": str(e)}, 400
+
+        return jsonify({"text": text.upper()})
+
+class getIlsco(Resource):
+
+    def get(self):
+        """
+        This method responds to the GET request for this endpoint and returns the crimp value for the cable and tool.
+        ---
+        tags:
+        - Crimps lookup
+        parameters:
+            - name: cable
+              in: query
+              type: string
+              required: true
+              description: Cable size AWG use
+            - name: tool
+              in: query
+              type: string
+              required: true
+              description: Tool to be used
+        responses:
+            200:
+                description: A successful GET request
+                content:
+                    application/json:
+                      schema:
+                        type: object
+                        properties:
+                            value:
+                                type: string
+                                description: The value in the specified row and column
+        """
+        # Replace 'your_file_path.csv' with the actual path to your CSV file
+        csv_file_path = 'ilsco_test.csv'
+        # Get values from query parameters
+        row = request.args.get('cable')
+        col = request.args.get('tool')
+        print(row,col)
+        
+        try:
+            # Read CSV file into a Pandas DataFrame
+            df = pd.read_csv(csv_file_path)
+            df.set_index('LugSize', inplace=True)
+            # Find the value at the specified row and column
+            value = df.loc[row, col]
+            
+            return {"value": value}, 200
+        except Exception as e:
+            return {"error": str(e)}, 400
+
+
+#api.add_resource(UppercaseText, "/uppercase")
+api.add_resource(getIlsco, "/getCrimps")
+api.add_resource(getCables, "/getCableList")
+api.add_resource(getTools, "/getTools")
 
 if __name__ == "__main__":
     app.run(debug=True)
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index edd09fa..6ffe89c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,5 @@ flask
 flasgger
 flask_restful
 pyairtable
-gunicorn
\ No newline at end of file
+gunicorn
+pandas
\ No newline at end of file
diff --git a/test/.gitignore b/test/.gitignore
new file mode 100644
index 0000000..73b7758
--- /dev/null
+++ b/test/.gitignore
@@ -0,0 +1,4 @@
+# Ignore the "folder_to_exclude" directory
+test/
+
+*.jpynb
\ No newline at end of file
diff --git a/test/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/test/.ipynb_checkpoints/Untitled-checkpoint.ipynb
new file mode 100644
index 0000000..363fcab
--- /dev/null
+++ b/test/.ipynb_checkpoints/Untitled-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/test/Untitled.ipynb b/test/Untitled.ipynb
new file mode 100644
index 0000000..03589db
--- /dev/null
+++ b/test/Untitled.ipynb
@@ -0,0 +1,760 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "047bb5a2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "dd7e8ca2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.read_csv('ilsco_test.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "e4b30a0e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>LugSize</th>\n",
+       "      <th>WireSize</th>\n",
+       "      <th>ColorCode</th>\n",
+       "      <th>MT25</th>\n",
+       "      <th>94285</th>\n",
+       "      <th>IDT6</th>\n",
+       "      <th>IDT12</th>\n",
+       "      <th>ILC12N</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>8</td>\n",
+       "      <td>8 AWG</td>\n",
+       "      <td>Blue</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>6</td>\n",
+       "      <td>6 AWG</td>\n",
+       "      <td>Gray</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>4</td>\n",
+       "      <td>4 AWG</td>\n",
+       "      <td>Green</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2</td>\n",
+       "      <td>2 AWG</td>\n",
+       "      <td>Pink</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1</td>\n",
+       "      <td>1 AWG</td>\n",
+       "      <td>Gold</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>1/0</td>\n",
+       "      <td>1/0 AWG</td>\n",
+       "      <td>Tan</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2/0</td>\n",
+       "      <td>2/0 AWG</td>\n",
+       "      <td>Olive</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1^{c}</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>3/0</td>\n",
+       "      <td>3/0 AWG</td>\n",
+       "      <td>Ruby</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1^{c}</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>4/0</td>\n",
+       "      <td>4/0 AWG</td>\n",
+       "      <td>White</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>250</td>\n",
+       "      <td>250 kcmil</td>\n",
+       "      <td>Red</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>300</td>\n",
+       "      <td>300 kcmil</td>\n",
+       "      <td>Blue</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>350</td>\n",
+       "      <td>350 kcmil</td>\n",
+       "      <td>Brown</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>400</td>\n",
+       "      <td>400 kcmil</td>\n",
+       "      <td>Green</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>500</td>\n",
+       "      <td>500 kcmil</td>\n",
+       "      <td>Pink</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2^{e}</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>600</td>\n",
+       "      <td>600 kcmil</td>\n",
+       "      <td>Black</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2^{e}</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>700/750</td>\n",
+       "      <td>700/750 kcmil</td>\n",
+       "      <td>Yellow</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2^{e}</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>700/750_2</td>\n",
+       "      <td>900 kcmil\\nCompact Al</td>\n",
+       "      <td>Yellow</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>1000</td>\n",
+       "      <td>1000 kcmil</td>\n",
+       "      <td>Brown</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      LugSize               WireSize ColorCode  MT25  94285   IDT6  IDT12   \n",
+       "0           8                  8 AWG      Blue   1.0    2.0      1    NaN  \\\n",
+       "1           6                  6 AWG      Gray   1.0    2.0      1    1.0   \n",
+       "2           4                  4 AWG     Green   1.0    3.0      1    1.0   \n",
+       "3           2                  2 AWG      Pink   2.0    3.0      1    1.0   \n",
+       "4           1                  1 AWG      Gold   2.0    3.0      1    1.0   \n",
+       "5         1/0                1/0 AWG       Tan   2.0    3.0      1    1.0   \n",
+       "6         2/0                2/0 AWG     Olive   2.0    3.0      2    1.0   \n",
+       "7         3/0                3/0 AWG      Ruby   2.0    3.0      2    1.0   \n",
+       "8         4/0                4/0 AWG     White   2.0    NaN      2    1.0   \n",
+       "9         250              250 kcmil       Red   NaN    NaN      2    1.0   \n",
+       "10        300              300 kcmil      Blue   NaN    NaN      2    1.0   \n",
+       "11        350              350 kcmil     Brown   NaN    NaN      2    1.0   \n",
+       "12        400              400 kcmil     Green   NaN    NaN      2    1.0   \n",
+       "13        500              500 kcmil      Pink   NaN    NaN  2^{e}    1.0   \n",
+       "14        600              600 kcmil     Black   NaN    NaN  2^{e}    1.0   \n",
+       "15    700/750          700/750 kcmil    Yellow   NaN    NaN  2^{e}    1.0   \n",
+       "16  700/750_2  900 kcmil\\nCompact Al    Yellow   NaN    NaN    NaN    NaN   \n",
+       "17       1000             1000 kcmil     Brown   NaN    NaN    NaN    NaN   \n",
+       "\n",
+       "   ILC12N  \n",
+       "0       1  \n",
+       "1       1  \n",
+       "2       1  \n",
+       "3       1  \n",
+       "4       1  \n",
+       "5       1  \n",
+       "6   1^{c}  \n",
+       "7   1^{c}  \n",
+       "8       2  \n",
+       "9       2  \n",
+       "10      2  \n",
+       "11      2  \n",
+       "12      4  \n",
+       "13      4  \n",
+       "14      4  \n",
+       "15      3  \n",
+       "16      3  \n",
+       "17    NaN  "
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "50615124",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>LugSize</th>\n",
+       "      <th>WireSize</th>\n",
+       "      <th>ColorCode</th>\n",
+       "      <th>MT25</th>\n",
+       "      <th>94285</th>\n",
+       "      <th>IDT6</th>\n",
+       "      <th>IDT12</th>\n",
+       "      <th>ILC12N</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>8</td>\n",
+       "      <td>8 AWG</td>\n",
+       "      <td>Blue</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  LugSize WireSize ColorCode  MT25  94285 IDT6  IDT12 ILC12N\n",
+       "0       8    8 AWG      Blue   1.0    2.0    1    NaN      1"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[df['LugSize']==\"8\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "ae7ffee0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "column_name = ['WireSize','MT25']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "f10c087a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0    1.0\n",
+       "Name: MT25, dtype: float64"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "row_condition[column_name]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "1f967021",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "WireSize    8 AWG\n",
+       "MT25          1.0\n",
+       "Name: 8, dtype: object"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.loc[\"8\", column_name]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "73b203ce",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df.set_index('LugSize', inplace=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "16f279ba",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>WireSize</th>\n",
+       "      <th>ColorCode</th>\n",
+       "      <th>MT25</th>\n",
+       "      <th>94285</th>\n",
+       "      <th>IDT6</th>\n",
+       "      <th>IDT12</th>\n",
+       "      <th>ILC12N</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>LugSize</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>8 AWG</td>\n",
+       "      <td>Blue</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>6 AWG</td>\n",
+       "      <td>Gray</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4 AWG</td>\n",
+       "      <td>Green</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2 AWG</td>\n",
+       "      <td>Pink</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1 AWG</td>\n",
+       "      <td>Gold</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1/0</th>\n",
+       "      <td>1/0 AWG</td>\n",
+       "      <td>Tan</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2/0</th>\n",
+       "      <td>2/0 AWG</td>\n",
+       "      <td>Olive</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1^{c}</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3/0</th>\n",
+       "      <td>3/0 AWG</td>\n",
+       "      <td>Ruby</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1^{c}</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4/0</th>\n",
+       "      <td>4/0 AWG</td>\n",
+       "      <td>White</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250</th>\n",
+       "      <td>250 kcmil</td>\n",
+       "      <td>Red</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300</th>\n",
+       "      <td>300 kcmil</td>\n",
+       "      <td>Blue</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>350</th>\n",
+       "      <td>350 kcmil</td>\n",
+       "      <td>Brown</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>400</th>\n",
+       "      <td>400 kcmil</td>\n",
+       "      <td>Green</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>500</th>\n",
+       "      <td>500 kcmil</td>\n",
+       "      <td>Pink</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2^{e}</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>600</th>\n",
+       "      <td>600 kcmil</td>\n",
+       "      <td>Black</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2^{e}</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>700/750</th>\n",
+       "      <td>700/750 kcmil</td>\n",
+       "      <td>Yellow</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2^{e}</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>700/750_2</th>\n",
+       "      <td>900 kcmil\\nCompact Al</td>\n",
+       "      <td>Yellow</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1000</th>\n",
+       "      <td>1000 kcmil</td>\n",
+       "      <td>Brown</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                        WireSize ColorCode  MT25  94285   IDT6  IDT12 ILC12N\n",
+       "LugSize                                                                     \n",
+       "8                          8 AWG      Blue   1.0    2.0      1    NaN      1\n",
+       "6                          6 AWG      Gray   1.0    2.0      1    1.0      1\n",
+       "4                          4 AWG     Green   1.0    3.0      1    1.0      1\n",
+       "2                          2 AWG      Pink   2.0    3.0      1    1.0      1\n",
+       "1                          1 AWG      Gold   2.0    3.0      1    1.0      1\n",
+       "1/0                      1/0 AWG       Tan   2.0    3.0      1    1.0      1\n",
+       "2/0                      2/0 AWG     Olive   2.0    3.0      2    1.0  1^{c}\n",
+       "3/0                      3/0 AWG      Ruby   2.0    3.0      2    1.0  1^{c}\n",
+       "4/0                      4/0 AWG     White   2.0    NaN      2    1.0      2\n",
+       "250                    250 kcmil       Red   NaN    NaN      2    1.0      2\n",
+       "300                    300 kcmil      Blue   NaN    NaN      2    1.0      2\n",
+       "350                    350 kcmil     Brown   NaN    NaN      2    1.0      2\n",
+       "400                    400 kcmil     Green   NaN    NaN      2    1.0      4\n",
+       "500                    500 kcmil      Pink   NaN    NaN  2^{e}    1.0      4\n",
+       "600                    600 kcmil     Black   NaN    NaN  2^{e}    1.0      4\n",
+       "700/750            700/750 kcmil    Yellow   NaN    NaN  2^{e}    1.0      3\n",
+       "700/750_2  900 kcmil\\nCompact Al    Yellow   NaN    NaN    NaN    NaN      3\n",
+       "1000                  1000 kcmil     Brown   NaN    NaN    NaN    NaN    NaN"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.loc"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "eb417f09",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['MT25', '94285', 'IDT6', 'IDT12', 'ILC12N'], dtype='object')"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.columns[2::]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "59acdb76",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/test/ilsco_test.csv b/test/ilsco_test.csv
new file mode 100644
index 0000000..c2e3b31
--- /dev/null
+++ b/test/ilsco_test.csv
@@ -0,0 +1,20 @@
+LugSize,WireSize,ColorCode,MT25,94285,IDT6,IDT12,ILC12N
+8,8 AWG,Blue,1,2,1,,1
+6,6 AWG,Gray,1,2,1,1,1
+4,4 AWG,Green,1,3,1,1,1
+2,2 AWG,Pink,2,3,1,1,1
+1,1 AWG,Gold,2,3,1,1,1
+1/0,1/0 AWG,Tan,2,3,1,1,1
+2/0,2/0 AWG,Olive,2,3,2,1,1^{c}
+3/0,3/0 AWG,Ruby,2,3,2,1,1^{c}
+4/0,4/0 AWG,White,2,,2,1,2
+250,250 kcmil,Red,,,2,1,2
+300,300 kcmil,Blue,,,2,1,2
+350,350 kcmil,Brown,,,2,1,2
+400,400 kcmil,Green,,,2,1,4
+500,500 kcmil,Pink,,,2^{e},1,4
+600,600 kcmil,Black,,,2^{e},1,4
+700/750,700/750 kcmil,Yellow,,,2^{e},1,3
+700/750_2,"900 kcmil
+Compact Al",Yellow,,,,,3
+1000,1000 kcmil,Brown,,,,,
\ No newline at end of file