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README.md

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+## Student Scores Dataset
+
+This dataset contains clean and original versions of Student Scores Dataset and the transformer used to transform it from original to clean, can be used for inferences.
+
+Here's the plot of the transformer:
+
+<style>#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 {color: black;background-color: white;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 pre{padding: 0;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-toggleable {background-color: white;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-estimator:hover {background-color: #d4ebff;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 2em;bottom: 0;left: 50%;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-item {z-index: 1;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-parallel::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 2em;bottom: 0;left: 50%;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-parallel-item {display: flex;flex-direction: column;position: relative;background-color: white;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-parallel-item:only-child::after {width: 0;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;position: relative;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-label label {font-family: monospace;font-weight: bold;background-color: white;display: inline-block;line-height: 1.2em;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-label-container {position: relative;z-index: 2;text-align: center;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949 div.sk-text-repr-fallback {display: none;}</style><div id="sk-46a90950-7a65-4bd5-81b7-b0c3bf7aa949" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>ColumnTransformer(remainder=&#x27;passthrough&#x27;,transformers=[(&#x27;categorical_missing_value_imputer&#x27;,SimpleImputer(fill_value=&#x27;missing&#x27;,strategy=&#x27;constant&#x27;),[0, 1, 2, 3, 4]),(&#x27;numerical_missing_value_imputer&#x27;,SimpleImputer(strategy=&#x27;median&#x27;), [5, 6, 7]),(&#x27;school_encoder&#x27;, OrdinalEncoder(), [2]),(&#x27;status_encoder&#x27;, OrdinalEncoder(), [4]),(&#x27;gender_encoder&#x27;, OneHotEncoder(), [0])])</pre><b>Please rerun this cell to show the HTML repr or trust the notebook.</b></div><div class="sk-container" hidden><div class="sk-item sk-dashed-wrapped"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="c04042d6-1013-4e6e-97d5-80229d8d887c" type="checkbox" ><label for="c04042d6-1013-4e6e-97d5-80229d8d887c" class="sk-toggleable__label sk-toggleable__label-arrow">ColumnTransformer</label><div class="sk-toggleable__content"><pre>ColumnTransformer(remainder=&#x27;passthrough&#x27;,transformers=[(&#x27;categorical_missing_value_imputer&#x27;,SimpleImputer(fill_value=&#x27;missing&#x27;,strategy=&#x27;constant&#x27;),[0, 1, 2, 3, 4]),(&#x27;numerical_missing_value_imputer&#x27;,SimpleImputer(strategy=&#x27;median&#x27;), [5, 6, 7]),(&#x27;school_encoder&#x27;, OrdinalEncoder(), [2]),(&#x27;status_encoder&#x27;, OrdinalEncoder(), [4]),(&#x27;gender_encoder&#x27;, OneHotEncoder(), [0])])</pre></div></div></div><div class="sk-parallel"><div class="sk-parallel-item"><div class="sk-item"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="09be6c7a-7620-4240-ae3e-fea9b9c4ba96" type="checkbox" ><label for="09be6c7a-7620-4240-ae3e-fea9b9c4ba96" class="sk-toggleable__label sk-toggleable__label-arrow">categorical_missing_value_imputer</label><div class="sk-toggleable__content"><pre>[0, 1, 2, 3, 4]</pre></div></div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="26c15d8d-4a1f-4c4d-b0de-5385845dad87" type="checkbox" ><label for="26c15d8d-4a1f-4c4d-b0de-5385845dad87" class="sk-toggleable__label sk-toggleable__label-arrow">SimpleImputer</label><div class="sk-toggleable__content"><pre>SimpleImputer(fill_value=&#x27;missing&#x27;, strategy=&#x27;constant&#x27;)</pre></div></div></div></div></div></div><div class="sk-parallel-item"><div class="sk-item"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="240be745-c3b3-4b4a-825b-2d1fdb4098c4" type="checkbox" ><label for="240be745-c3b3-4b4a-825b-2d1fdb4098c4" class="sk-toggleable__label sk-toggleable__label-arrow">numerical_missing_value_imputer</label><div class="sk-toggleable__content"><pre>[5, 6, 7]</pre></div></div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="27c7042f-3ced-4afc-ac3a-08b18ef36baa" type="checkbox" ><label for="27c7042f-3ced-4afc-ac3a-08b18ef36baa" class="sk-toggleable__label sk-toggleable__label-arrow">SimpleImputer</label><div class="sk-toggleable__content"><pre>SimpleImputer(strategy=&#x27;median&#x27;)</pre></div></div></div></div></div></div><div class="sk-parallel-item"><div class="sk-item"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="78993eb3-7988-4fb6-b8e2-c05be3457d30" type="checkbox" ><label for="78993eb3-7988-4fb6-b8e2-c05be3457d30" class="sk-toggleable__label sk-toggleable__label-arrow">school_encoder</label><div class="sk-toggleable__content"><pre>[2]</pre></div></div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="bc1fd86e-4a3b-4448-85d5-15961983cfa2" type="checkbox" ><label for="bc1fd86e-4a3b-4448-85d5-15961983cfa2" class="sk-toggleable__label sk-toggleable__label-arrow">OrdinalEncoder</label><div class="sk-toggleable__content"><pre>OrdinalEncoder()</pre></div></div></div></div></div></div><div class="sk-parallel-item"><div class="sk-item"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="56bbc2fd-309f-40fc-b160-45fc33cea93b" type="checkbox" ><label for="56bbc2fd-309f-40fc-b160-45fc33cea93b" class="sk-toggleable__label sk-toggleable__label-arrow">status_encoder</label><div class="sk-toggleable__content"><pre>[4]</pre></div></div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="b80005c6-2fe9-4168-971f-8951bfa7f8f3" type="checkbox" ><label for="b80005c6-2fe9-4168-971f-8951bfa7f8f3" class="sk-toggleable__label sk-toggleable__label-arrow">OrdinalEncoder</label><div class="sk-toggleable__content"><pre>OrdinalEncoder()</pre></div></div></div></div></div></div><div class="sk-parallel-item"><div class="sk-item"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="677cf14a-996a-48af-ba0e-e3d2e83021b8" type="checkbox" ><label for="677cf14a-996a-48af-ba0e-e3d2e83021b8" class="sk-toggleable__label sk-toggleable__label-arrow">gender_encoder</label><div class="sk-toggleable__content"><pre>[0]</pre></div></div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="0cad3051-c4b7-41a8-a372-c439ae4ad98b" type="checkbox" ><label for="0cad3051-c4b7-41a8-a372-c439ae4ad98b" class="sk-toggleable__label sk-toggleable__label-arrow">OneHotEncoder</label><div class="sk-toggleable__content"><pre>OneHotEncoder()</pre></div></div></div></div></div></div><div class="sk-parallel-item"><div class="sk-item"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="e5707a95-9465-439b-ae0b-34e122add191" type="checkbox" ><label for="e5707a95-9465-439b-ae0b-34e122add191" class="sk-toggleable__label sk-toggleable__label-arrow">remainder</label><div class="sk-toggleable__content"><pre>[]</pre></div></div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="534f7a9b-d224-476c-993a-124b3435a8e3" type="checkbox" ><label for="534f7a9b-d224-476c-993a-124b3435a8e3" class="sk-toggleable__label sk-toggleable__label-arrow">passthrough</label><div class="sk-toggleable__content"><pre>passthrough</pre></div></div></div></div></div></div></div></div></div></div>
+

clean.csv

@@ -0,0 +1,1001 @@
+,0,1,2,3,4,5,6,7,8,9,10,11
+0,female,group B,bachelor's degree,standard,none,72.0,72.0,74.0,1.0,1.0,1.0,0.0
+1,female,group C,some college,standard,completed,69.0,90.0,88.0,4.0,0.0,1.0,0.0
+2,female,group B,master's degree,standard,none,90.0,95.0,93.0,3.0,1.0,1.0,0.0
+3,male,group A,associate's degree,free/reduced,none,47.0,57.0,44.0,0.0,1.0,0.0,1.0
+4,male,group C,some college,standard,none,76.0,78.0,75.0,4.0,1.0,0.0,1.0
+5,female,group B,associate's degree,standard,none,71.0,83.0,78.0,0.0,1.0,1.0,0.0
+6,female,group B,some college,standard,completed,88.0,95.0,92.0,4.0,0.0,1.0,0.0
+7,male,group B,some college,free/reduced,none,40.0,43.0,39.0,4.0,1.0,0.0,1.0
+8,male,group D,high school,free/reduced,completed,64.0,64.0,67.0,2.0,0.0,0.0,1.0
+9,female,group B,high school,free/reduced,none,38.0,60.0,50.0,2.0,1.0,1.0,0.0
+10,male,group C,associate's degree,standard,none,58.0,54.0,52.0,0.0,1.0,0.0,1.0
+11,male,group D,associate's degree,standard,none,40.0,52.0,43.0,0.0,1.0,0.0,1.0
+12,female,group B,high school,standard,none,65.0,81.0,73.0,2.0,1.0,1.0,0.0
+13,male,group A,some college,standard,completed,78.0,72.0,70.0,4.0,0.0,0.0,1.0
+14,female,group A,master's degree,standard,none,50.0,53.0,58.0,3.0,1.0,1.0,0.0
+15,female,group C,some high school,standard,none,69.0,75.0,78.0,5.0,1.0,1.0,0.0
+16,male,group C,high school,standard,none,88.0,89.0,86.0,2.0,1.0,0.0,1.0
+17,female,group B,some high school,free/reduced,none,18.0,32.0,28.0,5.0,1.0,1.0,0.0
+18,male,group C,master's degree,free/reduced,completed,46.0,42.0,46.0,3.0,0.0,0.0,1.0
+19,female,group C,associate's degree,free/reduced,none,54.0,58.0,61.0,0.0,1.0,1.0,0.0
+20,male,group D,high school,standard,none,66.0,69.0,63.0,2.0,1.0,0.0,1.0
+21,female,group B,some college,free/reduced,completed,65.0,75.0,70.0,4.0,0.0,1.0,0.0
+22,male,group D,some college,standard,none,44.0,54.0,53.0,4.0,1.0,0.0,1.0
+23,female,group C,some high school,standard,none,69.0,73.0,73.0,5.0,1.0,1.0,0.0
+24,male,group D,bachelor's degree,free/reduced,completed,74.0,71.0,80.0,1.0,0.0,0.0,1.0
+25,male,group A,master's degree,free/reduced,none,73.0,74.0,72.0,3.0,1.0,0.0,1.0
+26,male,group B,some college,standard,none,69.0,54.0,55.0,4.0,1.0,0.0,1.0
+27,female,group C,bachelor's degree,standard,none,67.0,69.0,75.0,1.0,1.0,1.0,0.0
+28,male,group C,high school,standard,none,70.0,70.0,65.0,2.0,1.0,0.0,1.0
+29,female,group D,master's degree,standard,none,62.0,70.0,75.0,3.0,1.0,1.0,0.0
+30,female,group D,some college,standard,none,69.0,74.0,74.0,4.0,1.0,1.0,0.0
+31,female,group B,some college,standard,none,63.0,65.0,61.0,4.0,1.0,1.0,0.0
+32,female,group E,master's degree,free/reduced,none,56.0,72.0,65.0,3.0,1.0,1.0,0.0
+33,male,group D,some college,standard,none,40.0,42.0,38.0,4.0,1.0,0.0,1.0
+34,male,group E,some college,standard,none,97.0,87.0,82.0,4.0,1.0,0.0,1.0
+35,male,group E,associate's degree,standard,completed,81.0,81.0,79.0,0.0,0.0,0.0,1.0
+36,female,group D,associate's degree,standard,none,74.0,81.0,83.0,0.0,1.0,1.0,0.0
+37,female,group D,some high school,free/reduced,none,50.0,64.0,59.0,5.0,1.0,1.0,0.0
+38,female,group D,associate's degree,free/reduced,completed,75.0,90.0,88.0,0.0,0.0,1.0,0.0
+39,male,group B,associate's degree,free/reduced,none,57.0,56.0,57.0,0.0,1.0,0.0,1.0
+40,male,group C,associate's degree,free/reduced,none,55.0,61.0,54.0,0.0,1.0,0.0,1.0
+41,female,group C,associate's degree,standard,none,58.0,73.0,68.0,0.0,1.0,1.0,0.0
+42,female,group B,associate's degree,standard,none,53.0,58.0,65.0,0.0,1.0,1.0,0.0
+43,male,group B,some college,free/reduced,completed,59.0,65.0,66.0,4.0,0.0,0.0,1.0
+44,female,group E,associate's degree,free/reduced,none,50.0,56.0,54.0,0.0,1.0,1.0,0.0
+45,male,group B,associate's degree,standard,none,65.0,54.0,57.0,0.0,1.0,0.0,1.0
+46,female,group A,associate's degree,standard,completed,55.0,65.0,62.0,0.0,0.0,1.0,0.0
+47,female,group C,high school,standard,none,66.0,71.0,76.0,2.0,1.0,1.0,0.0
+48,female,group D,associate's degree,free/reduced,completed,57.0,74.0,76.0,0.0,0.0,1.0,0.0
+49,male,group C,high school,standard,completed,82.0,84.0,82.0,2.0,0.0,0.0,1.0
+50,male,group E,some college,standard,none,53.0,55.0,48.0,4.0,1.0,0.0,1.0
+51,male,group E,associate's degree,free/reduced,completed,77.0,69.0,68.0,0.0,0.0,0.0,1.0
+52,male,group C,some college,standard,none,53.0,44.0,42.0,4.0,1.0,0.0,1.0
+53,male,group D,high school,standard,none,88.0,78.0,75.0,2.0,1.0,0.0,1.0
+54,female,group C,some high school,free/reduced,completed,71.0,84.0,87.0,5.0,0.0,1.0,0.0
+55,female,group C,high school,free/reduced,none,33.0,41.0,43.0,2.0,1.0,1.0,0.0
+56,female,group E,associate's degree,standard,completed,82.0,85.0,86.0,0.0,0.0,1.0,0.0
+57,male,group D,associate's degree,standard,none,52.0,55.0,49.0,0.0,1.0,0.0,1.0
+58,male,group D,some college,standard,completed,58.0,59.0,58.0,4.0,0.0,0.0,1.0
+59,female,group C,some high school,free/reduced,none,0.0,17.0,10.0,5.0,1.0,1.0,0.0
+60,male,group E,bachelor's degree,free/reduced,completed,79.0,74.0,72.0,1.0,0.0,0.0,1.0
+61,male,group A,some high school,free/reduced,none,39.0,39.0,34.0,5.0,1.0,0.0,1.0
+62,male,group A,associate's degree,free/reduced,none,62.0,61.0,55.0,0.0,1.0,0.0,1.0
+63,female,group C,associate's degree,standard,none,69.0,80.0,71.0,0.0,1.0,1.0,0.0
+64,female,group D,some high school,standard,none,59.0,58.0,59.0,5.0,1.0,1.0,0.0
+65,male,group B,some high school,standard,none,67.0,64.0,61.0,5.0,1.0,0.0,1.0
+66,male,group D,some high school,free/reduced,none,45.0,37.0,37.0,5.0,1.0,0.0,1.0
+67,female,group C,some college,standard,none,60.0,72.0,74.0,4.0,1.0,1.0,0.0
+68,male,group B,associate's degree,free/reduced,none,61.0,58.0,56.0,0.0,1.0,0.0,1.0
+69,female,group C,associate's degree,standard,none,39.0,64.0,57.0,0.0,1.0,1.0,0.0
+70,female,group D,some college,free/reduced,completed,58.0,63.0,73.0,4.0,0.0,1.0,0.0
+71,male,group D,some college,standard,completed,63.0,55.0,63.0,4.0,0.0,0.0,1.0
+72,female,group A,associate's degree,free/reduced,none,41.0,51.0,48.0,0.0,1.0,1.0,0.0
+73,male,group C,some high school,free/reduced,none,61.0,57.0,56.0,5.0,1.0,0.0,1.0
+74,male,group C,some high school,standard,none,49.0,49.0,41.0,5.0,1.0,0.0,1.0
+75,male,group B,associate's degree,free/reduced,none,44.0,41.0,38.0,0.0,1.0,0.0,1.0
+76,male,group E,some high school,standard,none,30.0,26.0,22.0,5.0,1.0,0.0,1.0
+77,male,group A,bachelor's degree,standard,completed,80.0,78.0,81.0,1.0,0.0,0.0,1.0
+78,female,group D,some high school,standard,completed,61.0,74.0,72.0,5.0,0.0,1.0,0.0
+79,female,group E,master's degree,standard,none,62.0,68.0,68.0,3.0,1.0,1.0,0.0
+80,female,group B,associate's degree,standard,none,47.0,49.0,50.0,0.0,1.0,1.0,0.0
+81,male,group B,high school,free/reduced,none,49.0,45.0,45.0,2.0,1.0,0.0,1.0
+82,male,group A,some college,free/reduced,completed,50.0,47.0,54.0,4.0,0.0,0.0,1.0
+83,male,group E,associate's degree,standard,none,72.0,64.0,63.0,0.0,1.0,0.0,1.0
+84,male,group D,high school,free/reduced,none,42.0,39.0,34.0,2.0,1.0,0.0,1.0
+85,female,group C,some college,standard,none,73.0,80.0,82.0,4.0,1.0,1.0,0.0
+86,female,group C,some college,free/reduced,none,76.0,83.0,88.0,4.0,1.0,1.0,0.0
+87,female,group D,associate's degree,standard,none,71.0,71.0,74.0,0.0,1.0,1.0,0.0
+88,female,group A,some college,standard,none,58.0,70.0,67.0,4.0,1.0,1.0,0.0
+89,female,group D,some high school,standard,none,73.0,86.0,82.0,5.0,1.0,1.0,0.0
+90,female,group C,bachelor's degree,standard,none,65.0,72.0,74.0,1.0,1.0,1.0,0.0
+91,male,group C,high school,free/reduced,none,27.0,34.0,36.0,2.0,1.0,0.0,1.0
+92,male,group C,high school,standard,none,71.0,79.0,71.0,2.0,1.0,0.0,1.0
+93,male,group C,associate's degree,free/reduced,completed,43.0,45.0,50.0,0.0,0.0,0.0,1.0
+94,female,group B,some college,standard,none,79.0,86.0,92.0,4.0,1.0,1.0,0.0
+95,male,group C,associate's degree,free/reduced,completed,78.0,81.0,82.0,0.0,0.0,0.0,1.0
+96,male,group B,some high school,standard,completed,65.0,66.0,62.0,5.0,0.0,0.0,1.0
+97,female,group E,some college,standard,completed,63.0,72.0,70.0,4.0,0.0,1.0,0.0
+98,female,group D,some college,free/reduced,none,58.0,67.0,62.0,4.0,1.0,1.0,0.0
+99,female,group D,bachelor's degree,standard,none,65.0,67.0,62.0,1.0,1.0,1.0,0.0
+100,male,group B,some college,standard,none,79.0,67.0,67.0,4.0,1.0,0.0,1.0
+101,male,group D,bachelor's degree,standard,completed,68.0,74.0,74.0,1.0,0.0,0.0,1.0
+102,female,group D,associate's degree,standard,none,85.0,91.0,89.0,0.0,1.0,1.0,0.0
+103,male,group B,high school,standard,completed,60.0,44.0,47.0,2.0,0.0,0.0,1.0
+104,male,group C,some college,standard,completed,98.0,86.0,90.0,4.0,0.0,0.0,1.0
+105,female,group C,some college,standard,none,58.0,67.0,72.0,4.0,1.0,1.0,0.0
+106,female,group D,master's degree,standard,none,87.0,100.0,100.0,3.0,1.0,1.0,0.0
+107,male,group E,associate's degree,standard,completed,66.0,63.0,64.0,0.0,0.0,0.0,1.0
+108,female,group B,associate's degree,free/reduced,none,52.0,76.0,70.0,0.0,1.0,1.0,0.0
+109,female,group B,some high school,standard,none,70.0,64.0,72.0,5.0,1.0,1.0,0.0
+110,female,group D,associate's degree,free/reduced,completed,77.0,89.0,98.0,0.0,0.0,1.0,0.0
+111,male,group C,high school,standard,none,62.0,55.0,49.0,2.0,1.0,0.0,1.0
+112,male,group A,associate's degree,standard,none,54.0,53.0,47.0,0.0,1.0,0.0,1.0
+113,female,group D,some college,standard,none,51.0,58.0,54.0,4.0,1.0,1.0,0.0
+114,female,group E,bachelor's degree,standard,completed,99.0,100.0,100.0,1.0,0.0,1.0,0.0
+115,male,group C,high school,standard,none,84.0,77.0,74.0,2.0,1.0,0.0,1.0
+116,female,group B,bachelor's degree,free/reduced,none,75.0,85.0,82.0,1.0,1.0,1.0,0.0
+117,female,group D,bachelor's degree,standard,none,78.0,82.0,79.0,1.0,1.0,1.0,0.0
+118,female,group D,some high school,standard,none,51.0,63.0,61.0,5.0,1.0,1.0,0.0
+119,female,group C,some college,standard,none,55.0,69.0,65.0,4.0,1.0,1.0,0.0
+120,female,group C,bachelor's degree,standard,completed,79.0,92.0,89.0,1.0,0.0,1.0,0.0
+121,male,group B,associate's degree,standard,completed,91.0,89.0,92.0,0.0,0.0,0.0,1.0
+122,female,group C,some college,standard,completed,88.0,93.0,93.0,4.0,0.0,1.0,0.0
+123,male,group D,high school,free/reduced,none,63.0,57.0,56.0,2.0,1.0,0.0,1.0
+124,male,group E,some college,standard,none,83.0,80.0,73.0,4.0,1.0,0.0,1.0
+125,female,group B,high school,standard,none,87.0,95.0,86.0,2.0,1.0,1.0,0.0
+126,male,group B,some high school,standard,none,72.0,68.0,67.0,5.0,1.0,0.0,1.0
+127,male,group D,some college,standard,completed,65.0,77.0,74.0,4.0,0.0,0.0,1.0
+128,male,group D,master's degree,standard,none,82.0,82.0,74.0,3.0,1.0,0.0,1.0
+129,female,group A,bachelor's degree,standard,none,51.0,49.0,51.0,1.0,1.0,1.0,0.0
+130,male,group D,master's degree,standard,none,89.0,84.0,82.0,3.0,1.0,0.0,1.0
+131,male,group C,some high school,free/reduced,completed,53.0,37.0,40.0,5.0,0.0,0.0,1.0
+132,male,group E,some college,free/reduced,completed,87.0,74.0,70.0,4.0,0.0,0.0,1.0
+133,female,group C,some college,standard,completed,75.0,81.0,84.0,4.0,0.0,1.0,0.0
+134,male,group D,bachelor's degree,free/reduced,completed,74.0,79.0,75.0,1.0,0.0,0.0,1.0
+135,male,group C,bachelor's degree,standard,none,58.0,55.0,48.0,1.0,1.0,0.0,1.0
+136,male,group B,some high school,standard,completed,51.0,54.0,41.0,5.0,0.0,0.0,1.0
+137,male,group E,high school,standard,none,70.0,55.0,56.0,2.0,1.0,0.0,1.0
+138,female,group C,associate's degree,standard,none,59.0,66.0,67.0,0.0,1.0,1.0,0.0
+139,male,group D,some college,standard,completed,71.0,61.0,69.0,4.0,0.0,0.0,1.0
+140,female,group D,some high school,standard,none,76.0,72.0,71.0,5.0,1.0,1.0,0.0
+141,female,group C,some college,free/reduced,none,59.0,62.0,64.0,4.0,1.0,1.0,0.0
+142,female,group E,some college,free/reduced,completed,42.0,55.0,54.0,4.0,0.0,1.0,0.0
+143,male,group A,high school,standard,none,57.0,43.0,47.0,2.0,1.0,0.0,1.0
+144,male,group D,some college,standard,none,88.0,73.0,78.0,4.0,1.0,0.0,1.0
+145,female,group C,some college,free/reduced,none,22.0,39.0,33.0,4.0,1.0,1.0,0.0
+146,male,group B,some high school,standard,none,88.0,84.0,75.0,5.0,1.0,0.0,1.0
+147,male,group C,associate's degree,free/reduced,none,73.0,68.0,66.0,0.0,1.0,0.0,1.0
+148,female,group D,bachelor's degree,standard,completed,68.0,75.0,81.0,1.0,0.0,1.0,0.0
+149,male,group E,associate's degree,free/reduced,completed,100.0,100.0,93.0,0.0,0.0,0.0,1.0
+150,male,group A,some high school,standard,completed,62.0,67.0,69.0,5.0,0.0,0.0,1.0
+151,male,group A,bachelor's degree,standard,none,77.0,67.0,68.0,1.0,1.0,0.0,1.0
+152,female,group B,associate's degree,standard,completed,59.0,70.0,66.0,0.0,0.0,1.0,0.0
+153,male,group D,bachelor's degree,standard,none,54.0,49.0,47.0,1.0,1.0,0.0,1.0
+154,male,group D,some high school,standard,none,62.0,67.0,61.0,5.0,1.0,0.0,1.0
+155,female,group C,some college,standard,completed,70.0,89.0,88.0,4.0,0.0,1.0,0.0
+156,female,group E,high school,free/reduced,completed,66.0,74.0,78.0,2.0,0.0,1.0,0.0
+157,male,group B,some college,free/reduced,none,60.0,60.0,60.0,4.0,1.0,0.0,1.0
+158,female,group B,associate's degree,standard,completed,61.0,86.0,87.0,0.0,0.0,1.0,0.0
+159,male,group D,associate's degree,free/reduced,none,66.0,62.0,64.0,0.0,1.0,0.0,1.0
+160,male,group B,associate's degree,free/reduced,completed,82.0,78.0,74.0,0.0,0.0,0.0,1.0
+161,female,group E,some college,free/reduced,completed,75.0,88.0,85.0,4.0,0.0,1.0,0.0
+162,male,group B,master's degree,free/reduced,none,49.0,53.0,52.0,3.0,1.0,0.0,1.0
+163,male,group C,high school,standard,none,52.0,53.0,49.0,2.0,1.0,0.0,1.0
+164,female,group E,master's degree,standard,none,81.0,92.0,91.0,3.0,1.0,1.0,0.0
+165,female,group C,bachelor's degree,standard,completed,96.0,100.0,100.0,1.0,0.0,1.0,0.0
+166,male,group C,high school,free/reduced,completed,53.0,51.0,51.0,2.0,0.0,0.0,1.0
+167,female,group B,master's degree,free/reduced,completed,58.0,76.0,78.0,3.0,0.0,1.0,0.0
+168,female,group B,high school,standard,completed,68.0,83.0,78.0,2.0,0.0,1.0,0.0
+169,female,group C,some college,free/reduced,completed,67.0,75.0,70.0,4.0,0.0,1.0,0.0
+170,male,group A,high school,standard,completed,72.0,73.0,74.0,2.0,0.0,0.0,1.0
+171,male,group E,some high school,standard,none,94.0,88.0,78.0,5.0,1.0,0.0,1.0
+172,female,group D,some college,standard,none,79.0,86.0,81.0,4.0,1.0,1.0,0.0
+173,female,group C,associate's degree,standard,none,63.0,67.0,70.0,0.0,1.0,1.0,0.0
+174,female,group C,bachelor's degree,free/reduced,completed,43.0,51.0,54.0,1.0,0.0,1.0,0.0
+175,female,group C,master's degree,standard,completed,81.0,91.0,87.0,3.0,0.0,1.0,0.0
+176,female,group B,high school,free/reduced,completed,46.0,54.0,58.0,2.0,0.0,1.0,0.0
+177,female,group C,associate's degree,standard,completed,71.0,77.0,77.0,0.0,0.0,1.0,0.0
+178,female,group B,master's degree,free/reduced,completed,52.0,70.0,62.0,3.0,0.0,1.0,0.0
+179,female,group D,some high school,standard,completed,97.0,100.0,100.0,5.0,0.0,1.0,0.0
+180,male,group C,master's degree,free/reduced,completed,62.0,68.0,75.0,3.0,0.0,0.0,1.0
+181,female,group C,some college,free/reduced,none,46.0,64.0,66.0,4.0,1.0,1.0,0.0
+182,female,group E,high school,standard,none,50.0,50.0,47.0,2.0,1.0,1.0,0.0
+183,female,group D,associate's degree,standard,none,65.0,69.0,70.0,0.0,1.0,1.0,0.0
+184,male,group C,some high school,free/reduced,completed,45.0,52.0,49.0,5.0,0.0,0.0,1.0
+185,male,group C,associate's degree,free/reduced,completed,65.0,67.0,65.0,0.0,0.0,0.0,1.0
+186,male,group E,high school,standard,none,80.0,76.0,65.0,2.0,1.0,0.0,1.0
+187,male,group D,some high school,standard,completed,62.0,66.0,68.0,5.0,0.0,0.0,1.0
+188,male,group B,some high school,free/reduced,none,48.0,52.0,45.0,5.0,1.0,0.0,1.0
+189,female,group C,bachelor's degree,standard,none,77.0,88.0,87.0,1.0,1.0,1.0,0.0
+190,female,group E,associate's degree,standard,none,66.0,65.0,69.0,0.0,1.0,1.0,0.0
+191,male,group D,some college,standard,completed,76.0,83.0,79.0,4.0,0.0,0.0,1.0
+192,female,group B,some high school,standard,none,62.0,64.0,66.0,5.0,1.0,1.0,0.0
+193,male,group D,some college,standard,completed,77.0,62.0,62.0,4.0,0.0,0.0,1.0
+194,female,group C,master's degree,standard,completed,69.0,84.0,85.0,3.0,0.0,1.0,0.0
+195,male,group D,associate's degree,standard,none,61.0,55.0,52.0,0.0,1.0,0.0,1.0
+196,male,group C,some high school,free/reduced,completed,59.0,69.0,65.0,5.0,0.0,0.0,1.0
+197,male,group E,high school,free/reduced,none,55.0,56.0,51.0,2.0,1.0,0.0,1.0
+198,female,group B,some college,free/reduced,none,45.0,53.0,55.0,4.0,1.0,1.0,0.0
+199,female,group B,bachelor's degree,free/reduced,none,78.0,79.0,76.0,1.0,1.0,1.0,0.0
+200,female,group C,associate's degree,standard,completed,67.0,84.0,86.0,0.0,0.0,1.0,0.0
+201,female,group D,some college,free/reduced,none,65.0,81.0,77.0,4.0,1.0,1.0,0.0
+202,male,group C,associate's degree,standard,none,69.0,77.0,69.0,0.0,1.0,0.0,1.0
+203,female,group B,associate's degree,standard,none,57.0,69.0,68.0,0.0,1.0,1.0,0.0
+204,male,group C,some college,standard,none,59.0,41.0,42.0,4.0,1.0,0.0,1.0
+205,male,group D,some high school,standard,completed,74.0,71.0,78.0,5.0,0.0,0.0,1.0
+206,male,group E,bachelor's degree,standard,none,82.0,62.0,62.0,1.0,1.0,0.0,1.0
+207,male,group E,high school,standard,completed,81.0,80.0,76.0,2.0,0.0,0.0,1.0
+208,female,group B,some college,free/reduced,none,74.0,81.0,76.0,4.0,1.0,1.0,0.0
+209,female,group B,some college,free/reduced,none,58.0,61.0,66.0,4.0,1.0,1.0,0.0
+210,male,group D,some high school,free/reduced,completed,80.0,79.0,79.0,5.0,0.0,0.0,1.0
+211,male,group C,some college,free/reduced,none,35.0,28.0,27.0,4.0,1.0,0.0,1.0
+212,female,group C,high school,free/reduced,none,42.0,62.0,60.0,2.0,1.0,1.0,0.0
+213,male,group C,associate's degree,free/reduced,completed,60.0,51.0,56.0,0.0,0.0,0.0,1.0
+214,male,group E,high school,standard,completed,87.0,91.0,81.0,2.0,0.0,0.0,1.0
+215,male,group B,some high school,standard,completed,84.0,83.0,75.0,5.0,0.0,0.0,1.0
+216,female,group E,associate's degree,free/reduced,completed,83.0,86.0,88.0,0.0,0.0,1.0,0.0
+217,female,group C,high school,free/reduced,none,34.0,42.0,39.0,2.0,1.0,1.0,0.0
+218,male,group B,high school,free/reduced,none,66.0,77.0,70.0,2.0,1.0,0.0,1.0
+219,male,group B,some high school,standard,completed,61.0,56.0,56.0,5.0,0.0,0.0,1.0
+220,female,group D,high school,standard,completed,56.0,68.0,74.0,2.0,0.0,1.0,0.0
+221,male,group B,associate's degree,standard,none,87.0,85.0,73.0,0.0,1.0,0.0,1.0
+222,female,group C,some high school,free/reduced,none,55.0,65.0,62.0,5.0,1.0,1.0,0.0
+223,male,group D,some high school,standard,none,86.0,80.0,75.0,5.0,1.0,0.0,1.0
+224,female,group B,associate's degree,standard,completed,52.0,66.0,73.0,0.0,0.0,1.0,0.0
+225,female,group E,master's degree,free/reduced,none,45.0,56.0,54.0,3.0,1.0,1.0,0.0
+226,female,group C,some college,standard,none,72.0,72.0,71.0,4.0,1.0,1.0,0.0
+227,male,group D,high school,standard,none,57.0,50.0,54.0,2.0,1.0,0.0,1.0
+228,male,group A,some high school,free/reduced,none,68.0,72.0,64.0,5.0,1.0,0.0,1.0
+229,female,group C,some college,standard,completed,88.0,95.0,94.0,4.0,0.0,1.0,0.0
+230,male,group D,some college,standard,none,76.0,64.0,66.0,4.0,1.0,0.0,1.0
+231,male,group C,associate's degree,standard,none,46.0,43.0,42.0,0.0,1.0,0.0,1.0
+232,female,group B,bachelor's degree,standard,none,67.0,86.0,83.0,1.0,1.0,1.0,0.0
+233,male,group E,some high school,standard,none,92.0,87.0,78.0,5.0,1.0,0.0,1.0
+234,male,group C,bachelor's degree,standard,completed,83.0,82.0,84.0,1.0,0.0,0.0,1.0
+235,male,group D,associate's degree,standard,none,80.0,75.0,77.0,0.0,1.0,0.0,1.0
+236,male,group D,bachelor's degree,free/reduced,none,63.0,66.0,67.0,1.0,1.0,0.0,1.0
+237,female,group D,some high school,standard,completed,64.0,60.0,74.0,5.0,0.0,1.0,0.0
+238,male,group B,some college,standard,none,54.0,52.0,51.0,4.0,1.0,0.0,1.0
+239,male,group C,associate's degree,standard,none,84.0,80.0,80.0,0.0,1.0,0.0,1.0
+240,male,group D,high school,free/reduced,completed,73.0,68.0,66.0,2.0,0.0,0.0,1.0
+241,female,group E,bachelor's degree,standard,none,80.0,83.0,83.0,1.0,1.0,1.0,0.0
+242,female,group D,high school,standard,none,56.0,52.0,55.0,2.0,1.0,1.0,0.0
+243,male,group E,some college,standard,none,59.0,51.0,43.0,4.0,1.0,0.0,1.0
+244,male,group D,some high school,standard,none,75.0,74.0,69.0,5.0,1.0,0.0,1.0
+245,male,group C,associate's degree,standard,none,85.0,76.0,71.0,0.0,1.0,0.0,1.0
+246,male,group E,associate's degree,standard,none,89.0,76.0,74.0,0.0,1.0,0.0,1.0
+247,female,group B,high school,standard,completed,58.0,70.0,68.0,2.0,0.0,1.0,0.0
+248,female,group B,high school,standard,none,65.0,64.0,62.0,2.0,1.0,1.0,0.0
+249,male,group C,high school,standard,none,68.0,60.0,53.0,2.0,1.0,0.0,1.0
+250,male,group A,some high school,standard,completed,47.0,49.0,49.0,5.0,0.0,0.0,1.0
+251,female,group D,some college,free/reduced,none,71.0,83.0,83.0,4.0,1.0,1.0,0.0
+252,female,group B,some high school,standard,completed,60.0,70.0,70.0,5.0,0.0,1.0,0.0
+253,male,group D,master's degree,standard,none,80.0,80.0,72.0,3.0,1.0,0.0,1.0
+254,male,group D,high school,standard,none,54.0,52.0,52.0,2.0,1.0,0.0,1.0
+255,female,group E,some college,standard,none,62.0,73.0,70.0,4.0,1.0,1.0,0.0
+256,female,group C,associate's degree,free/reduced,none,64.0,73.0,68.0,0.0,1.0,1.0,0.0
+257,male,group C,associate's degree,standard,completed,78.0,77.0,77.0,0.0,0.0,0.0,1.0
+258,female,group B,some college,standard,none,70.0,75.0,78.0,4.0,1.0,1.0,0.0
+259,female,group C,master's degree,free/reduced,completed,65.0,81.0,81.0,3.0,0.0,1.0,0.0
+260,female,group C,some high school,free/reduced,completed,64.0,79.0,77.0,5.0,0.0,1.0,0.0
+261,male,group C,some college,standard,completed,79.0,79.0,78.0,4.0,0.0,0.0,1.0
+262,female,group C,some high school,free/reduced,none,44.0,50.0,51.0,5.0,1.0,1.0,0.0
+263,female,group E,high school,standard,none,99.0,93.0,90.0,2.0,1.0,1.0,0.0
+264,male,group D,high school,standard,none,76.0,73.0,68.0,2.0,1.0,0.0,1.0
+265,male,group D,some high school,free/reduced,none,59.0,42.0,41.0,5.0,1.0,0.0,1.0
+266,female,group C,bachelor's degree,standard,none,63.0,75.0,81.0,1.0,1.0,1.0,0.0
+267,female,group D,high school,standard,none,69.0,72.0,77.0,2.0,1.0,1.0,0.0
+268,female,group D,associate's degree,standard,completed,88.0,92.0,95.0,0.0,0.0,1.0,0.0
+269,female,group E,some college,free/reduced,none,71.0,76.0,70.0,4.0,1.0,1.0,0.0
+270,male,group C,bachelor's degree,standard,none,69.0,63.0,61.0,1.0,1.0,0.0,1.0
+271,male,group C,some college,standard,none,58.0,49.0,42.0,4.0,1.0,0.0,1.0
+272,female,group D,associate's degree,free/reduced,none,47.0,53.0,58.0,0.0,1.0,1.0,0.0
+273,female,group D,some college,standard,none,65.0,70.0,71.0,4.0,1.0,1.0,0.0
+274,male,group B,some college,standard,completed,88.0,85.0,76.0,4.0,0.0,0.0,1.0
+275,male,group C,bachelor's degree,standard,none,83.0,78.0,73.0,1.0,1.0,0.0,1.0
+276,female,group C,some high school,standard,completed,85.0,92.0,93.0,5.0,0.0,1.0,0.0
+277,female,group E,high school,standard,completed,59.0,63.0,75.0,2.0,0.0,1.0,0.0
+278,female,group C,some high school,free/reduced,none,65.0,86.0,80.0,5.0,1.0,1.0,0.0
+279,male,group B,bachelor's degree,free/reduced,none,73.0,56.0,57.0,1.0,1.0,0.0,1.0
+280,male,group D,high school,standard,none,53.0,52.0,42.0,2.0,1.0,0.0,1.0
+281,male,group D,high school,standard,none,45.0,48.0,46.0,2.0,1.0,0.0,1.0
+282,female,group D,bachelor's degree,free/reduced,none,73.0,79.0,84.0,1.0,1.0,1.0,0.0
+283,female,group D,some college,free/reduced,completed,70.0,78.0,78.0,4.0,0.0,1.0,0.0
+284,female,group B,some high school,standard,none,37.0,46.0,46.0,5.0,1.0,1.0,0.0
+285,male,group B,associate's degree,standard,completed,81.0,82.0,82.0,0.0,0.0,0.0,1.0
+286,male,group E,associate's degree,standard,completed,97.0,82.0,88.0,0.0,0.0,0.0,1.0
+287,female,group B,some high school,standard,none,67.0,89.0,82.0,5.0,1.0,1.0,0.0
+288,male,group B,bachelor's degree,free/reduced,none,88.0,75.0,76.0,1.0,1.0,0.0,1.0
+289,male,group E,some high school,standard,completed,77.0,76.0,77.0,5.0,0.0,0.0,1.0
+290,male,group C,associate's degree,standard,none,76.0,70.0,68.0,0.0,1.0,0.0,1.0
+291,male,group D,some high school,standard,none,86.0,73.0,70.0,5.0,1.0,0.0,1.0
+292,male,group C,some high school,standard,completed,63.0,60.0,57.0,5.0,0.0,0.0,1.0
+293,female,group E,bachelor's degree,standard,none,65.0,73.0,75.0,1.0,1.0,1.0,0.0
+294,male,group D,high school,free/reduced,completed,78.0,77.0,80.0,2.0,0.0,0.0,1.0
+295,male,group B,associate's degree,free/reduced,none,67.0,62.0,60.0,0.0,1.0,0.0,1.0
+296,male,group A,some high school,standard,completed,46.0,41.0,43.0,5.0,0.0,0.0,1.0
+297,male,group E,associate's degree,standard,completed,71.0,74.0,68.0,0.0,0.0,0.0,1.0
+298,male,group C,high school,free/reduced,completed,40.0,46.0,50.0,2.0,0.0,0.0,1.0
+299,male,group D,associate's degree,free/reduced,none,90.0,87.0,75.0,0.0,1.0,0.0,1.0
+300,male,group A,some college,free/reduced,completed,81.0,78.0,81.0,4.0,0.0,0.0,1.0
+301,male,group D,some high school,free/reduced,none,56.0,54.0,52.0,5.0,1.0,0.0,1.0
+302,female,group C,associate's degree,standard,completed,67.0,84.0,81.0,0.0,0.0,1.0,0.0
+303,male,group B,associate's degree,standard,none,80.0,76.0,64.0,0.0,1.0,0.0,1.0
+304,female,group C,associate's degree,standard,completed,74.0,75.0,83.0,0.0,0.0,1.0,0.0
+305,male,group A,some college,standard,none,69.0,67.0,69.0,4.0,1.0,0.0,1.0
+306,male,group E,some college,standard,completed,99.0,87.0,81.0,4.0,0.0,0.0,1.0
+307,male,group C,some high school,standard,none,51.0,52.0,44.0,5.0,1.0,0.0,1.0
+308,female,group B,associate's degree,free/reduced,none,53.0,71.0,67.0,0.0,1.0,1.0,0.0
+309,female,group D,high school,free/reduced,none,49.0,57.0,52.0,2.0,1.0,1.0,0.0
+310,female,group B,associate's degree,standard,none,73.0,76.0,80.0,0.0,1.0,1.0,0.0
+311,male,group B,bachelor's degree,standard,none,66.0,60.0,57.0,1.0,1.0,0.0,1.0
+312,male,group D,bachelor's degree,standard,completed,67.0,61.0,68.0,1.0,0.0,0.0,1.0
+313,female,group C,associate's degree,free/reduced,completed,68.0,67.0,69.0,0.0,0.0,1.0,0.0
+314,female,group C,bachelor's degree,standard,completed,59.0,64.0,75.0,1.0,0.0,1.0,0.0
+315,male,group C,high school,standard,none,71.0,66.0,65.0,2.0,1.0,0.0,1.0
+316,female,group D,master's degree,standard,completed,77.0,82.0,91.0,3.0,0.0,1.0,0.0
+317,male,group C,associate's degree,standard,none,83.0,72.0,78.0,0.0,1.0,0.0,1.0
+318,male,group B,bachelor's degree,standard,none,63.0,71.0,69.0,1.0,1.0,0.0,1.0
+319,female,group D,associate's degree,free/reduced,none,56.0,65.0,63.0,0.0,1.0,1.0,0.0
+320,female,group C,high school,free/reduced,completed,67.0,79.0,84.0,2.0,0.0,1.0,0.0
+321,female,group E,high school,standard,none,75.0,86.0,79.0,2.0,1.0,1.0,0.0
+322,female,group C,some college,standard,none,71.0,81.0,80.0,4.0,1.0,1.0,0.0
+323,female,group C,some high school,free/reduced,none,43.0,53.0,53.0,5.0,1.0,1.0,0.0
+324,female,group C,high school,free/reduced,none,41.0,46.0,43.0,2.0,1.0,1.0,0.0
+325,female,group C,some college,standard,none,82.0,90.0,94.0,4.0,1.0,1.0,0.0
+326,male,group C,some college,standard,none,61.0,61.0,62.0,4.0,1.0,0.0,1.0
+327,male,group A,some college,free/reduced,none,28.0,23.0,19.0,4.0,1.0,0.0,1.0
+328,male,group C,associate's degree,standard,completed,82.0,75.0,77.0,0.0,0.0,0.0,1.0
+329,female,group B,some high school,standard,none,41.0,55.0,51.0,5.0,1.0,1.0,0.0
+330,male,group C,high school,standard,none,71.0,60.0,61.0,2.0,1.0,0.0,1.0
+331,male,group C,associate's degree,standard,none,47.0,37.0,35.0,0.0,1.0,0.0,1.0
+332,male,group E,associate's degree,standard,completed,62.0,56.0,53.0,0.0,0.0,0.0,1.0
+333,male,group B,associate's degree,standard,none,90.0,78.0,81.0,0.0,1.0,0.0,1.0
+334,female,group C,bachelor's degree,standard,none,83.0,93.0,95.0,1.0,1.0,1.0,0.0
+335,female,group B,some college,free/reduced,none,61.0,68.0,66.0,4.0,1.0,1.0,0.0
+336,male,group D,some high school,standard,completed,76.0,70.0,69.0,5.0,0.0,0.0,1.0
+337,male,group C,associate's degree,standard,none,49.0,51.0,43.0,0.0,1.0,0.0,1.0
+338,female,group B,some high school,free/reduced,none,24.0,38.0,27.0,5.0,1.0,1.0,0.0
+339,female,group D,some high school,free/reduced,completed,35.0,55.0,60.0,5.0,0.0,1.0,0.0
+340,male,group C,high school,free/reduced,none,58.0,61.0,52.0,2.0,1.0,0.0,1.0
+341,female,group C,high school,standard,none,61.0,73.0,63.0,2.0,1.0,1.0,0.0
+342,female,group B,high school,standard,completed,69.0,76.0,74.0,2.0,0.0,1.0,0.0
+343,male,group D,associate's degree,standard,completed,67.0,72.0,67.0,0.0,0.0,0.0,1.0
+344,male,group D,some college,standard,none,79.0,73.0,67.0,4.0,1.0,0.0,1.0
+345,female,group C,high school,standard,none,72.0,80.0,75.0,2.0,1.0,1.0,0.0
+346,male,group B,some college,standard,none,62.0,61.0,57.0,4.0,1.0,0.0,1.0
+347,female,group C,bachelor's degree,standard,completed,77.0,94.0,95.0,1.0,0.0,1.0,0.0
+348,male,group D,high school,free/reduced,none,75.0,74.0,66.0,2.0,1.0,0.0,1.0
+349,male,group E,associate's degree,standard,none,87.0,74.0,76.0,0.0,1.0,0.0,1.0
+350,female,group B,bachelor's degree,standard,none,52.0,65.0,69.0,1.0,1.0,1.0,0.0
+351,male,group E,some college,standard,none,66.0,57.0,52.0,4.0,1.0,0.0,1.0
+352,female,group C,some college,standard,completed,63.0,78.0,80.0,4.0,0.0,1.0,0.0
+353,female,group C,associate's degree,standard,none,46.0,58.0,57.0,0.0,1.0,1.0,0.0
+354,female,group C,some college,standard,none,59.0,71.0,70.0,4.0,1.0,1.0,0.0
+355,female,group B,bachelor's degree,standard,none,61.0,72.0,70.0,1.0,1.0,1.0,0.0
+356,male,group A,associate's degree,standard,none,63.0,61.0,61.0,0.0,1.0,0.0,1.0
+357,female,group C,some college,free/reduced,completed,42.0,66.0,69.0,4.0,0.0,1.0,0.0
+358,male,group D,some college,free/reduced,none,59.0,62.0,61.0,4.0,1.0,0.0,1.0
+359,female,group D,some college,standard,none,80.0,90.0,89.0,4.0,1.0,1.0,0.0
+360,female,group B,high school,standard,none,58.0,62.0,59.0,2.0,1.0,1.0,0.0
+361,male,group B,some high school,standard,completed,85.0,84.0,78.0,5.0,0.0,0.0,1.0
+362,female,group C,some college,standard,none,52.0,58.0,58.0,4.0,1.0,1.0,0.0
+363,female,group D,some high school,free/reduced,none,27.0,34.0,32.0,5.0,1.0,1.0,0.0
+364,male,group C,some college,standard,none,59.0,60.0,58.0,4.0,1.0,0.0,1.0
+365,male,group A,bachelor's degree,free/reduced,completed,49.0,58.0,60.0,1.0,0.0,0.0,1.0
+366,male,group C,high school,standard,completed,69.0,58.0,53.0,2.0,0.0,0.0,1.0
+367,male,group C,bachelor's degree,free/reduced,none,61.0,66.0,61.0,1.0,1.0,0.0,1.0
+368,female,group A,some high school,free/reduced,none,44.0,64.0,58.0,5.0,1.0,1.0,0.0
+369,female,group D,some high school,standard,none,73.0,84.0,85.0,5.0,1.0,1.0,0.0
+370,male,group E,some college,standard,none,84.0,77.0,71.0,4.0,1.0,0.0,1.0
+371,female,group C,some college,free/reduced,completed,45.0,73.0,70.0,4.0,0.0,1.0,0.0
+372,male,group D,some high school,standard,none,74.0,74.0,72.0,5.0,1.0,0.0,1.0
+373,female,group D,some college,standard,completed,82.0,97.0,96.0,4.0,0.0,1.0,0.0
+374,female,group D,bachelor's degree,standard,none,59.0,70.0,73.0,1.0,1.0,1.0,0.0
+375,male,group E,associate's degree,free/reduced,none,46.0,43.0,41.0,0.0,1.0,0.0,1.0
+376,female,group D,some high school,standard,none,80.0,90.0,82.0,5.0,1.0,1.0,0.0
+377,female,group D,master's degree,free/reduced,completed,85.0,95.0,100.0,3.0,0.0,1.0,0.0
+378,female,group A,some high school,standard,none,71.0,83.0,77.0,5.0,1.0,1.0,0.0
+379,male,group A,bachelor's degree,standard,none,66.0,64.0,62.0,1.0,1.0,0.0,1.0
+380,female,group B,associate's degree,standard,none,80.0,86.0,83.0,0.0,1.0,1.0,0.0
+381,male,group C,associate's degree,standard,completed,87.0,100.0,95.0,0.0,0.0,0.0,1.0
+382,male,group C,master's degree,free/reduced,none,79.0,81.0,71.0,3.0,1.0,0.0,1.0
+383,female,group E,some high school,free/reduced,none,38.0,49.0,45.0,5.0,1.0,1.0,0.0
+384,female,group A,some high school,free/reduced,none,38.0,43.0,43.0,5.0,1.0,1.0,0.0
+385,female,group E,some college,standard,none,67.0,76.0,75.0,4.0,1.0,1.0,0.0
+386,female,group E,bachelor's degree,standard,none,64.0,73.0,70.0,1.0,1.0,1.0,0.0
+387,female,group C,associate's degree,free/reduced,none,57.0,78.0,67.0,0.0,1.0,1.0,0.0
+388,female,group D,high school,standard,none,62.0,64.0,64.0,2.0,1.0,1.0,0.0
+389,male,group D,master's degree,standard,none,73.0,70.0,75.0,3.0,1.0,0.0,1.0
+390,male,group E,some high school,free/reduced,completed,73.0,67.0,59.0,5.0,0.0,0.0,1.0
+391,female,group D,some college,standard,none,77.0,68.0,77.0,4.0,1.0,1.0,0.0
+392,male,group E,some college,standard,none,76.0,67.0,67.0,4.0,1.0,0.0,1.0
+393,male,group C,associate's degree,standard,completed,57.0,54.0,56.0,0.0,0.0,0.0,1.0
+394,female,group C,some high school,standard,completed,65.0,74.0,77.0,5.0,0.0,1.0,0.0
+395,male,group A,high school,free/reduced,none,48.0,45.0,41.0,2.0,1.0,0.0,1.0
+396,female,group B,high school,free/reduced,none,50.0,67.0,63.0,2.0,1.0,1.0,0.0
+397,female,group C,associate's degree,standard,none,85.0,89.0,95.0,0.0,1.0,1.0,0.0
+398,male,group B,some high school,standard,none,74.0,63.0,57.0,5.0,1.0,0.0,1.0
+399,male,group D,some high school,standard,none,60.0,59.0,54.0,5.0,1.0,0.0,1.0
+400,female,group C,some high school,standard,completed,59.0,54.0,67.0,5.0,0.0,1.0,0.0
+401,male,group A,some college,standard,none,53.0,43.0,43.0,4.0,1.0,0.0,1.0
+402,female,group A,some college,free/reduced,none,49.0,65.0,55.0,4.0,1.0,1.0,0.0
+403,female,group D,high school,standard,completed,88.0,99.0,100.0,2.0,0.0,1.0,0.0
+404,female,group C,high school,standard,none,54.0,59.0,62.0,2.0,1.0,1.0,0.0
+405,female,group C,some high school,standard,none,63.0,73.0,68.0,5.0,1.0,1.0,0.0
+406,male,group B,associate's degree,standard,completed,65.0,65.0,63.0,0.0,0.0,0.0,1.0
+407,female,group B,associate's degree,standard,none,82.0,80.0,77.0,0.0,1.0,1.0,0.0
+408,female,group D,high school,free/reduced,completed,52.0,57.0,56.0,2.0,0.0,1.0,0.0
+409,male,group D,associate's degree,standard,completed,87.0,84.0,85.0,0.0,0.0,0.0,1.0
+410,female,group D,master's degree,standard,completed,70.0,71.0,74.0,3.0,0.0,1.0,0.0
+411,male,group E,some college,standard,completed,84.0,83.0,78.0,4.0,0.0,0.0,1.0
+412,male,group D,associate's degree,standard,none,71.0,66.0,60.0,0.0,1.0,0.0,1.0
+413,male,group B,some high school,standard,completed,63.0,67.0,67.0,5.0,0.0,0.0,1.0
+414,female,group C,bachelor's degree,free/reduced,completed,51.0,72.0,79.0,1.0,0.0,1.0,0.0
+415,male,group E,high school,standard,none,84.0,73.0,69.0,2.0,1.0,0.0,1.0
+416,male,group C,bachelor's degree,standard,completed,71.0,74.0,68.0,1.0,0.0,0.0,1.0
+417,male,group C,associate's degree,standard,none,74.0,73.0,67.0,0.0,1.0,0.0,1.0
+418,male,group D,some college,standard,none,68.0,59.0,62.0,4.0,1.0,0.0,1.0
+419,male,group E,high school,free/reduced,completed,57.0,56.0,54.0,2.0,0.0,0.0,1.0
+420,female,group C,associate's degree,free/reduced,completed,82.0,93.0,93.0,0.0,0.0,1.0,0.0
+421,female,group D,high school,standard,completed,57.0,58.0,64.0,2.0,0.0,1.0,0.0
+422,female,group D,master's degree,free/reduced,completed,47.0,58.0,67.0,3.0,0.0,1.0,0.0
+423,female,group A,some high school,standard,completed,59.0,85.0,80.0,5.0,0.0,1.0,0.0
+424,male,group B,some college,free/reduced,none,41.0,39.0,34.0,4.0,1.0,0.0,1.0
+425,female,group C,some college,free/reduced,none,62.0,67.0,62.0,4.0,1.0,1.0,0.0
+426,male,group C,bachelor's degree,standard,none,86.0,83.0,86.0,1.0,1.0,0.0,1.0
+427,male,group C,some high school,free/reduced,none,69.0,71.0,65.0,5.0,1.0,0.0,1.0
+428,male,group A,some high school,free/reduced,none,65.0,59.0,53.0,5.0,1.0,0.0,1.0
+429,male,group C,some high school,free/reduced,none,68.0,63.0,54.0,5.0,1.0,0.0,1.0
+430,male,group C,associate's degree,free/reduced,none,64.0,66.0,59.0,0.0,1.0,0.0,1.0
+431,female,group C,high school,standard,none,61.0,72.0,70.0,2.0,1.0,1.0,0.0
+432,male,group C,high school,standard,none,61.0,56.0,55.0,2.0,1.0,0.0,1.0
+433,female,group A,some high school,free/reduced,none,47.0,59.0,50.0,5.0,1.0,1.0,0.0
+434,male,group C,some high school,standard,none,73.0,66.0,66.0,5.0,1.0,0.0,1.0
+435,male,group C,some college,free/reduced,completed,50.0,48.0,53.0,4.0,0.0,0.0,1.0
+436,male,group D,associate's degree,standard,none,75.0,68.0,64.0,0.0,1.0,0.0,1.0
+437,male,group D,associate's degree,free/reduced,none,75.0,66.0,73.0,0.0,1.0,0.0,1.0
+438,male,group C,high school,standard,none,70.0,56.0,51.0,2.0,1.0,0.0,1.0
+439,male,group D,some high school,standard,completed,89.0,88.0,82.0,5.0,0.0,0.0,1.0
+440,female,group C,some college,standard,completed,67.0,81.0,79.0,4.0,0.0,1.0,0.0
+441,female,group D,high school,standard,none,78.0,81.0,80.0,2.0,1.0,1.0,0.0
+442,female,group A,some high school,free/reduced,none,59.0,73.0,69.0,5.0,1.0,1.0,0.0
+443,female,group B,associate's degree,standard,none,73.0,83.0,76.0,0.0,1.0,1.0,0.0
+444,male,group A,some high school,free/reduced,none,79.0,82.0,73.0,5.0,1.0,0.0,1.0
+445,female,group C,some high school,standard,completed,67.0,74.0,77.0,5.0,0.0,1.0,0.0
+446,male,group D,some college,free/reduced,none,69.0,66.0,60.0,4.0,1.0,0.0,1.0
+447,male,group C,high school,standard,completed,86.0,81.0,80.0,2.0,0.0,0.0,1.0
+448,male,group B,high school,standard,none,47.0,46.0,42.0,2.0,1.0,0.0,1.0
+449,male,group B,associate's degree,standard,none,81.0,73.0,72.0,0.0,1.0,0.0,1.0
+450,female,group C,some college,free/reduced,completed,64.0,85.0,85.0,4.0,0.0,1.0,0.0
+451,female,group E,some college,standard,none,100.0,92.0,97.0,4.0,1.0,1.0,0.0
+452,female,group C,associate's degree,free/reduced,none,65.0,77.0,74.0,0.0,1.0,1.0,0.0
+453,male,group C,some college,free/reduced,none,65.0,58.0,49.0,4.0,1.0,0.0,1.0
+454,female,group C,associate's degree,free/reduced,none,53.0,61.0,62.0,0.0,1.0,1.0,0.0
+455,male,group C,bachelor's degree,free/reduced,none,37.0,56.0,47.0,1.0,1.0,0.0,1.0
+456,female,group D,bachelor's degree,standard,none,79.0,89.0,89.0,1.0,1.0,1.0,0.0
+457,male,group D,associate's degree,free/reduced,none,53.0,54.0,48.0,0.0,1.0,0.0,1.0
+458,female,group E,bachelor's degree,standard,none,100.0,100.0,100.0,1.0,1.0,1.0,0.0
+459,male,group B,high school,standard,completed,72.0,65.0,68.0,2.0,0.0,0.0,1.0
+460,male,group C,bachelor's degree,free/reduced,none,53.0,58.0,55.0,1.0,1.0,0.0,1.0
+461,male,group B,some college,free/reduced,none,54.0,54.0,45.0,4.0,1.0,0.0,1.0
+462,female,group E,some college,standard,none,71.0,70.0,76.0,4.0,1.0,1.0,0.0
+463,female,group C,some college,free/reduced,none,77.0,90.0,91.0,4.0,1.0,1.0,0.0
+464,male,group A,bachelor's degree,standard,completed,75.0,58.0,62.0,1.0,0.0,0.0,1.0
+465,female,group C,some college,standard,none,84.0,87.0,91.0,4.0,1.0,1.0,0.0
+466,female,group D,associate's degree,free/reduced,none,26.0,31.0,38.0,0.0,1.0,1.0,0.0
+467,male,group A,high school,free/reduced,completed,72.0,67.0,65.0,2.0,0.0,0.0,1.0
+468,female,group A,high school,free/reduced,completed,77.0,88.0,85.0,2.0,0.0,1.0,0.0
+469,male,group C,some college,standard,none,91.0,74.0,76.0,4.0,1.0,0.0,1.0
+470,female,group C,associate's degree,standard,completed,83.0,85.0,90.0,0.0,0.0,1.0,0.0
+471,female,group C,high school,standard,none,63.0,69.0,74.0,2.0,1.0,1.0,0.0
+472,female,group C,associate's degree,standard,completed,68.0,86.0,84.0,0.0,0.0,1.0,0.0
+473,female,group D,some high school,standard,none,59.0,67.0,61.0,5.0,1.0,1.0,0.0
+474,female,group B,associate's degree,standard,completed,90.0,90.0,91.0,0.0,0.0,1.0,0.0
+475,female,group D,bachelor's degree,standard,completed,71.0,76.0,83.0,1.0,0.0,1.0,0.0
+476,male,group E,bachelor's degree,standard,completed,76.0,62.0,66.0,1.0,0.0,0.0,1.0
+477,male,group D,associate's degree,standard,none,80.0,68.0,72.0,0.0,1.0,0.0,1.0
+478,female,group D,master's degree,standard,none,55.0,64.0,70.0,3.0,1.0,1.0,0.0
+479,male,group E,associate's degree,standard,none,76.0,71.0,67.0,0.0,1.0,0.0,1.0
+480,male,group B,high school,standard,completed,73.0,71.0,68.0,2.0,0.0,0.0,1.0
+481,female,group D,associate's degree,free/reduced,none,52.0,59.0,56.0,0.0,1.0,1.0,0.0
+482,male,group C,some college,free/reduced,none,68.0,68.0,61.0,4.0,1.0,0.0,1.0
+483,male,group A,high school,standard,none,59.0,52.0,46.0,2.0,1.0,0.0,1.0
+484,female,group B,associate's degree,standard,none,49.0,52.0,54.0,0.0,1.0,1.0,0.0
+485,male,group C,high school,standard,none,70.0,74.0,71.0,2.0,1.0,0.0,1.0
+486,male,group D,some college,free/reduced,none,61.0,47.0,56.0,4.0,1.0,0.0,1.0
+487,female,group C,associate's degree,free/reduced,none,60.0,75.0,74.0,0.0,1.0,1.0,0.0
+488,male,group B,some high school,standard,completed,64.0,53.0,57.0,5.0,0.0,0.0,1.0
+489,male,group A,associate's degree,free/reduced,completed,79.0,82.0,82.0,0.0,0.0,0.0,1.0
+490,female,group A,associate's degree,free/reduced,none,65.0,85.0,76.0,0.0,1.0,1.0,0.0
+491,female,group C,associate's degree,standard,none,64.0,64.0,70.0,0.0,1.0,1.0,0.0
+492,female,group C,some college,standard,none,83.0,83.0,90.0,4.0,1.0,1.0,0.0
+493,female,group C,bachelor's degree,standard,none,81.0,88.0,90.0,1.0,1.0,1.0,0.0
+494,female,group B,high school,standard,none,54.0,64.0,68.0,2.0,1.0,1.0,0.0
+495,male,group D,high school,standard,completed,68.0,64.0,66.0,2.0,0.0,0.0,1.0
+496,female,group C,some college,standard,none,54.0,48.0,52.0,4.0,1.0,1.0,0.0
+497,female,group D,some college,free/reduced,completed,59.0,78.0,76.0,4.0,0.0,1.0,0.0
+498,female,group B,some high school,standard,none,66.0,69.0,68.0,5.0,1.0,1.0,0.0
+499,male,group E,some college,standard,none,76.0,71.0,72.0,4.0,1.0,0.0,1.0
+500,female,group D,master's degree,standard,none,74.0,79.0,82.0,3.0,1.0,1.0,0.0
+501,female,group B,associate's degree,standard,completed,94.0,87.0,92.0,0.0,0.0,1.0,0.0
+502,male,group C,some college,free/reduced,none,63.0,61.0,54.0,4.0,1.0,0.0,1.0
+503,female,group E,associate's degree,standard,completed,95.0,89.0,92.0,0.0,0.0,1.0,0.0
+504,female,group D,master's degree,free/reduced,none,40.0,59.0,54.0,3.0,1.0,1.0,0.0
+505,female,group B,some high school,standard,none,82.0,82.0,80.0,5.0,1.0,1.0,0.0
+506,male,group A,high school,standard,none,68.0,70.0,66.0,2.0,1.0,0.0,1.0
+507,male,group B,bachelor's degree,free/reduced,none,55.0,59.0,54.0,1.0,1.0,0.0,1.0
+508,male,group C,master's degree,standard,none,79.0,78.0,77.0,3.0,1.0,0.0,1.0
+509,female,group C,bachelor's degree,standard,none,86.0,92.0,87.0,1.0,1.0,1.0,0.0
+510,male,group D,some college,standard,none,76.0,71.0,73.0,4.0,1.0,0.0,1.0
+511,male,group A,some high school,standard,none,64.0,50.0,43.0,5.0,1.0,0.0,1.0
+512,male,group D,some high school,free/reduced,none,62.0,49.0,52.0,5.0,1.0,0.0,1.0
+513,female,group B,some high school,standard,completed,54.0,61.0,62.0,5.0,0.0,1.0,0.0
+514,female,group B,master's degree,free/reduced,completed,77.0,97.0,94.0,3.0,0.0,1.0,0.0
+515,female,group C,some high school,standard,completed,76.0,87.0,85.0,5.0,0.0,1.0,0.0
+516,female,group D,some college,standard,none,74.0,89.0,84.0,4.0,1.0,1.0,0.0
+517,female,group E,some college,standard,completed,66.0,74.0,73.0,4.0,0.0,1.0,0.0
+518,female,group D,some high school,standard,completed,66.0,78.0,78.0,5.0,0.0,1.0,0.0
+519,female,group B,high school,free/reduced,completed,67.0,78.0,79.0,2.0,0.0,1.0,0.0
+520,male,group D,some college,standard,none,71.0,49.0,52.0,4.0,1.0,0.0,1.0
+521,female,group C,associate's degree,standard,none,91.0,86.0,84.0,0.0,1.0,1.0,0.0
+522,male,group D,bachelor's degree,standard,none,69.0,58.0,57.0,1.0,1.0,0.0,1.0
+523,male,group C,master's degree,free/reduced,none,54.0,59.0,50.0,3.0,1.0,0.0,1.0
+524,male,group C,high school,standard,completed,53.0,52.0,49.0,2.0,0.0,0.0,1.0
+525,male,group E,some college,standard,none,68.0,60.0,59.0,4.0,1.0,0.0,1.0
+526,male,group C,some high school,free/reduced,completed,56.0,61.0,60.0,5.0,0.0,0.0,1.0
+527,female,group C,high school,free/reduced,none,36.0,53.0,43.0,2.0,1.0,1.0,0.0
+528,female,group D,bachelor's degree,free/reduced,none,29.0,41.0,47.0,1.0,1.0,1.0,0.0
+529,female,group C,associate's degree,standard,none,62.0,74.0,70.0,0.0,1.0,1.0,0.0
+530,female,group C,associate's degree,standard,completed,68.0,67.0,73.0,0.0,0.0,1.0,0.0
+531,female,group C,some high school,standard,none,47.0,54.0,53.0,5.0,1.0,1.0,0.0
+532,male,group E,associate's degree,standard,completed,62.0,61.0,58.0,0.0,0.0,0.0,1.0
+533,female,group E,associate's degree,standard,completed,79.0,88.0,94.0,0.0,0.0,1.0,0.0
+534,male,group B,high school,standard,completed,73.0,69.0,68.0,2.0,0.0,0.0,1.0
+535,female,group C,bachelor's degree,free/reduced,completed,66.0,83.0,83.0,1.0,0.0,1.0,0.0
+536,male,group C,associate's degree,standard,completed,51.0,60.0,58.0,0.0,0.0,0.0,1.0
+537,female,group D,high school,standard,none,51.0,66.0,62.0,2.0,1.0,1.0,0.0
+538,male,group E,bachelor's degree,standard,completed,85.0,66.0,71.0,1.0,0.0,0.0,1.0
+539,male,group A,associate's degree,standard,completed,97.0,92.0,86.0,0.0,0.0,0.0,1.0
+540,male,group C,high school,standard,completed,75.0,69.0,68.0,2.0,0.0,0.0,1.0
+541,male,group D,associate's degree,free/reduced,completed,79.0,82.0,80.0,0.0,0.0,0.0,1.0
+542,female,group C,associate's degree,standard,none,81.0,77.0,79.0,0.0,1.0,1.0,0.0
+543,female,group D,associate's degree,standard,none,82.0,95.0,89.0,0.0,1.0,1.0,0.0
+544,female,group D,master's degree,standard,none,64.0,63.0,66.0,3.0,1.0,1.0,0.0
+545,male,group E,some high school,free/reduced,completed,78.0,83.0,80.0,5.0,0.0,0.0,1.0
+546,female,group A,some high school,standard,completed,92.0,100.0,97.0,5.0,0.0,1.0,0.0
+547,male,group C,high school,standard,completed,72.0,67.0,64.0,2.0,0.0,0.0,1.0
+548,female,group C,high school,free/reduced,none,62.0,67.0,64.0,2.0,1.0,1.0,0.0
+549,male,group C,master's degree,standard,none,79.0,72.0,69.0,3.0,1.0,0.0,1.0
+550,male,group C,some high school,free/reduced,none,79.0,76.0,65.0,5.0,1.0,0.0,1.0
+551,male,group B,bachelor's degree,free/reduced,completed,87.0,90.0,88.0,1.0,0.0,0.0,1.0
+552,female,group B,associate's degree,standard,none,40.0,48.0,50.0,0.0,1.0,1.0,0.0
+553,male,group D,some college,free/reduced,none,77.0,62.0,64.0,4.0,1.0,0.0,1.0
+554,male,group E,associate's degree,standard,none,53.0,45.0,40.0,0.0,1.0,0.0,1.0
+555,female,group C,some college,free/reduced,none,32.0,39.0,33.0,4.0,1.0,1.0,0.0
+556,female,group C,associate's degree,standard,completed,55.0,72.0,79.0,0.0,0.0,1.0,0.0
+557,male,group C,master's degree,free/reduced,none,61.0,67.0,66.0,3.0,1.0,0.0,1.0
+558,female,group B,associate's degree,free/reduced,none,53.0,70.0,70.0,0.0,1.0,1.0,0.0
+559,male,group D,some high school,standard,none,73.0,66.0,62.0,5.0,1.0,0.0,1.0
+560,female,group D,some college,standard,completed,74.0,75.0,79.0,4.0,0.0,1.0,0.0
+561,female,group C,some college,standard,none,63.0,74.0,74.0,4.0,1.0,1.0,0.0
+562,male,group C,bachelor's degree,standard,completed,96.0,90.0,92.0,1.0,0.0,0.0,1.0
+563,female,group D,some college,free/reduced,completed,63.0,80.0,80.0,4.0,0.0,1.0,0.0
+564,male,group B,bachelor's degree,free/reduced,none,48.0,51.0,46.0,1.0,1.0,0.0,1.0
+565,male,group B,associate's degree,standard,none,48.0,43.0,45.0,0.0,1.0,0.0,1.0
+566,female,group E,bachelor's degree,free/reduced,completed,92.0,100.0,100.0,1.0,0.0,1.0,0.0
+567,female,group D,master's degree,free/reduced,completed,61.0,71.0,78.0,3.0,0.0,1.0,0.0
+568,male,group B,high school,free/reduced,none,63.0,48.0,47.0,2.0,1.0,0.0,1.0
+569,male,group D,bachelor's degree,free/reduced,none,68.0,68.0,67.0,1.0,1.0,0.0,1.0
+570,male,group B,some college,standard,completed,71.0,75.0,70.0,4.0,0.0,0.0,1.0
+571,male,group A,bachelor's degree,standard,none,91.0,96.0,92.0,1.0,1.0,0.0,1.0
+572,female,group C,some college,standard,none,53.0,62.0,56.0,4.0,1.0,1.0,0.0
+573,female,group C,high school,free/reduced,completed,50.0,66.0,64.0,2.0,0.0,1.0,0.0
+574,female,group E,high school,standard,none,74.0,81.0,71.0,2.0,1.0,1.0,0.0
+575,male,group A,associate's degree,free/reduced,completed,40.0,55.0,53.0,0.0,0.0,0.0,1.0
+576,male,group A,some college,standard,completed,61.0,51.0,52.0,4.0,0.0,0.0,1.0
+577,female,group B,high school,standard,none,81.0,91.0,89.0,2.0,1.0,1.0,0.0
+578,female,group B,some college,free/reduced,completed,48.0,56.0,58.0,4.0,0.0,1.0,0.0
+579,female,group D,master's degree,standard,none,53.0,61.0,68.0,3.0,1.0,1.0,0.0
+580,female,group D,some high school,standard,none,81.0,97.0,96.0,5.0,1.0,1.0,0.0
+581,female,group E,some high school,standard,none,77.0,79.0,80.0,5.0,1.0,1.0,0.0
+582,female,group D,bachelor's degree,free/reduced,none,63.0,73.0,78.0,1.0,1.0,1.0,0.0
+583,female,group D,associate's degree,standard,completed,73.0,75.0,80.0,0.0,0.0,1.0,0.0
+584,female,group D,some college,standard,none,69.0,77.0,77.0,4.0,1.0,1.0,0.0
+585,female,group C,associate's degree,standard,none,65.0,76.0,76.0,0.0,1.0,1.0,0.0
+586,female,group A,high school,standard,none,55.0,73.0,73.0,2.0,1.0,1.0,0.0
+587,female,group C,bachelor's degree,free/reduced,none,44.0,63.0,62.0,1.0,1.0,1.0,0.0
+588,female,group C,some college,standard,none,54.0,64.0,65.0,4.0,1.0,1.0,0.0
+589,female,group A,some high school,standard,none,48.0,66.0,65.0,5.0,1.0,1.0,0.0
+590,male,group C,some college,free/reduced,none,58.0,57.0,54.0,4.0,1.0,0.0,1.0
+591,male,group A,some high school,standard,none,71.0,62.0,50.0,5.0,1.0,0.0,1.0
+592,male,group E,bachelor's degree,standard,none,68.0,68.0,64.0,1.0,1.0,0.0,1.0
+593,female,group E,high school,standard,none,74.0,76.0,73.0,2.0,1.0,1.0,0.0
+594,female,group C,bachelor's degree,standard,completed,92.0,100.0,99.0,1.0,0.0,1.0,0.0
+595,female,group C,bachelor's degree,standard,completed,56.0,79.0,72.0,1.0,0.0,1.0,0.0
+596,male,group B,high school,free/reduced,none,30.0,24.0,15.0,2.0,1.0,0.0,1.0
+597,male,group A,some high school,standard,none,53.0,54.0,48.0,5.0,1.0,0.0,1.0
+598,female,group D,high school,standard,none,69.0,77.0,73.0,2.0,1.0,1.0,0.0
+599,female,group D,some high school,standard,none,65.0,82.0,81.0,5.0,1.0,1.0,0.0
+600,female,group D,master's degree,standard,none,54.0,60.0,63.0,3.0,1.0,1.0,0.0
+601,female,group C,high school,standard,none,29.0,29.0,30.0,2.0,1.0,1.0,0.0
+602,female,group E,some college,standard,none,76.0,78.0,80.0,4.0,1.0,1.0,0.0
+603,male,group D,high school,free/reduced,none,60.0,57.0,51.0,2.0,1.0,0.0,1.0
+604,male,group D,master's degree,free/reduced,completed,84.0,89.0,90.0,3.0,0.0,0.0,1.0
+605,male,group C,some high school,standard,none,75.0,72.0,62.0,5.0,1.0,0.0,1.0
+606,female,group C,associate's degree,standard,none,85.0,84.0,82.0,0.0,1.0,1.0,0.0
+607,female,group C,master's degree,free/reduced,none,40.0,58.0,54.0,3.0,1.0,1.0,0.0
+608,female,group E,some college,standard,none,61.0,64.0,62.0,4.0,1.0,1.0,0.0
+609,female,group B,associate's degree,standard,none,58.0,63.0,65.0,0.0,1.0,1.0,0.0
+610,male,group D,some college,free/reduced,completed,69.0,60.0,63.0,4.0,0.0,0.0,1.0
+611,female,group C,some college,standard,none,58.0,59.0,66.0,4.0,1.0,1.0,0.0
+612,male,group C,bachelor's degree,standard,completed,94.0,90.0,91.0,1.0,0.0,0.0,1.0
+613,female,group C,associate's degree,standard,none,65.0,77.0,74.0,0.0,1.0,1.0,0.0
+614,female,group A,associate's degree,standard,none,82.0,93.0,93.0,0.0,1.0,1.0,0.0
+615,female,group C,high school,standard,none,60.0,68.0,72.0,2.0,1.0,1.0,0.0
+616,female,group E,bachelor's degree,standard,none,37.0,45.0,38.0,1.0,1.0,1.0,0.0
+617,male,group D,bachelor's degree,standard,none,88.0,78.0,83.0,1.0,1.0,0.0,1.0
+618,male,group D,master's degree,standard,none,95.0,81.0,84.0,3.0,1.0,0.0,1.0
+619,male,group C,associate's degree,free/reduced,completed,65.0,73.0,68.0,0.0,0.0,0.0,1.0
+620,female,group C,high school,free/reduced,none,35.0,61.0,54.0,2.0,1.0,1.0,0.0
+621,male,group B,bachelor's degree,free/reduced,none,62.0,63.0,56.0,1.0,1.0,0.0,1.0
+622,male,group C,high school,free/reduced,completed,58.0,51.0,52.0,2.0,0.0,0.0,1.0
+623,male,group A,some college,standard,completed,100.0,96.0,86.0,4.0,0.0,0.0,1.0
+624,female,group E,bachelor's degree,free/reduced,none,61.0,58.0,62.0,1.0,1.0,1.0,0.0
+625,male,group D,some college,standard,completed,100.0,97.0,99.0,4.0,0.0,0.0,1.0
+626,male,group B,associate's degree,free/reduced,completed,69.0,70.0,63.0,0.0,0.0,0.0,1.0
+627,male,group D,associate's degree,standard,none,61.0,48.0,46.0,0.0,1.0,0.0,1.0
+628,male,group D,some college,free/reduced,none,49.0,57.0,46.0,4.0,1.0,0.0,1.0
+629,female,group C,some high school,standard,completed,44.0,51.0,55.0,5.0,0.0,1.0,0.0
+630,male,group D,some college,standard,none,67.0,64.0,70.0,4.0,1.0,0.0,1.0
+631,male,group B,high school,standard,none,79.0,60.0,65.0,2.0,1.0,0.0,1.0
+632,female,group B,bachelor's degree,standard,completed,66.0,74.0,81.0,1.0,0.0,1.0,0.0
+633,female,group C,high school,standard,none,75.0,88.0,85.0,2.0,1.0,1.0,0.0
+634,male,group D,some high school,standard,none,84.0,84.0,80.0,5.0,1.0,0.0,1.0
+635,male,group A,high school,standard,none,71.0,74.0,64.0,2.0,1.0,0.0,1.0
+636,female,group B,high school,free/reduced,completed,67.0,80.0,81.0,2.0,0.0,1.0,0.0
+637,female,group D,some high school,standard,completed,80.0,92.0,88.0,5.0,0.0,1.0,0.0
+638,male,group E,some college,standard,none,86.0,76.0,74.0,4.0,1.0,0.0,1.0
+639,female,group D,associate's degree,standard,none,76.0,74.0,73.0,0.0,1.0,1.0,0.0
+640,male,group D,high school,standard,none,41.0,52.0,51.0,2.0,1.0,0.0,1.0
+641,female,group D,associate's degree,free/reduced,completed,74.0,88.0,90.0,0.0,0.0,1.0,0.0
+642,female,group B,some high school,free/reduced,none,72.0,81.0,79.0,5.0,1.0,1.0,0.0
+643,female,group E,high school,standard,completed,74.0,79.0,80.0,2.0,0.0,1.0,0.0
+644,male,group B,high school,standard,none,70.0,65.0,60.0,2.0,1.0,0.0,1.0
+645,female,group B,bachelor's degree,standard,completed,65.0,81.0,81.0,1.0,0.0,1.0,0.0
+646,female,group D,associate's degree,standard,none,59.0,70.0,65.0,0.0,1.0,1.0,0.0
+647,female,group E,high school,free/reduced,none,64.0,62.0,68.0,2.0,1.0,1.0,0.0
+648,female,group B,high school,standard,none,50.0,53.0,55.0,2.0,1.0,1.0,0.0
+649,female,group D,some college,standard,completed,69.0,79.0,81.0,4.0,0.0,1.0,0.0
+650,male,group C,some high school,free/reduced,completed,51.0,56.0,53.0,5.0,0.0,0.0,1.0
+651,female,group A,high school,standard,completed,68.0,80.0,76.0,2.0,0.0,1.0,0.0
+652,female,group D,some college,standard,completed,85.0,86.0,98.0,4.0,0.0,1.0,0.0
+653,female,group A,associate's degree,standard,completed,65.0,70.0,74.0,0.0,0.0,1.0,0.0
+654,female,group B,some high school,standard,none,73.0,79.0,79.0,5.0,1.0,1.0,0.0
+655,female,group B,some college,standard,none,62.0,67.0,67.0,4.0,1.0,1.0,0.0
+656,male,group C,associate's degree,free/reduced,none,77.0,67.0,64.0,0.0,1.0,0.0,1.0
+657,male,group D,some high school,standard,none,69.0,66.0,61.0,5.0,1.0,0.0,1.0
+658,female,group D,associate's degree,free/reduced,none,43.0,60.0,58.0,0.0,1.0,1.0,0.0
+659,male,group D,associate's degree,standard,none,90.0,87.0,85.0,0.0,1.0,0.0,1.0
+660,male,group C,some college,free/reduced,none,74.0,77.0,73.0,4.0,1.0,0.0,1.0
+661,male,group C,some high school,standard,none,73.0,66.0,63.0,5.0,1.0,0.0,1.0
+662,female,group D,some college,free/reduced,none,55.0,71.0,69.0,4.0,1.0,1.0,0.0
+663,female,group C,high school,standard,none,65.0,69.0,67.0,2.0,1.0,1.0,0.0
+664,male,group D,associate's degree,standard,none,80.0,63.0,63.0,0.0,1.0,0.0,1.0
+665,female,group C,some high school,free/reduced,completed,50.0,60.0,60.0,5.0,0.0,1.0,0.0
+666,female,group C,some college,free/reduced,completed,63.0,73.0,71.0,4.0,0.0,1.0,0.0
+667,female,group B,bachelor's degree,free/reduced,none,77.0,85.0,87.0,1.0,1.0,1.0,0.0
+668,male,group C,some college,standard,none,73.0,74.0,61.0,4.0,1.0,0.0,1.0
+669,male,group D,associate's degree,standard,completed,81.0,72.0,77.0,0.0,0.0,0.0,1.0
+670,female,group C,high school,free/reduced,none,66.0,76.0,68.0,2.0,1.0,1.0,0.0
+671,male,group D,associate's degree,free/reduced,none,52.0,57.0,50.0,0.0,1.0,0.0,1.0
+672,female,group C,some college,standard,none,69.0,78.0,76.0,4.0,1.0,1.0,0.0
+673,female,group C,associate's degree,standard,completed,65.0,84.0,84.0,0.0,0.0,1.0,0.0
+674,female,group D,high school,standard,completed,69.0,77.0,78.0,2.0,0.0,1.0,0.0
+675,female,group B,some college,standard,completed,50.0,64.0,66.0,4.0,0.0,1.0,0.0
+676,female,group E,some college,standard,completed,73.0,78.0,76.0,4.0,0.0,1.0,0.0
+677,female,group C,some high school,standard,completed,70.0,82.0,76.0,5.0,0.0,1.0,0.0
+678,male,group D,associate's degree,free/reduced,none,81.0,75.0,78.0,0.0,1.0,0.0,1.0
+679,male,group D,some college,free/reduced,none,63.0,61.0,60.0,4.0,1.0,0.0,1.0
+680,female,group D,high school,standard,none,67.0,72.0,74.0,2.0,1.0,1.0,0.0
+681,male,group B,high school,standard,none,60.0,68.0,60.0,2.0,1.0,0.0,1.0
+682,male,group B,high school,standard,none,62.0,55.0,54.0,2.0,1.0,0.0,1.0
+683,female,group C,some high school,free/reduced,completed,29.0,40.0,44.0,5.0,0.0,1.0,0.0
+684,male,group B,some college,standard,completed,62.0,66.0,68.0,4.0,0.0,0.0,1.0
+685,female,group E,master's degree,standard,completed,94.0,99.0,100.0,3.0,0.0,1.0,0.0
+686,male,group E,some college,standard,completed,85.0,75.0,68.0,4.0,0.0,0.0,1.0
+687,male,group D,associate's degree,free/reduced,none,77.0,78.0,73.0,0.0,1.0,0.0,1.0
+688,male,group A,high school,free/reduced,none,53.0,58.0,44.0,2.0,1.0,0.0,1.0
+689,male,group E,some college,free/reduced,none,93.0,90.0,83.0,4.0,1.0,0.0,1.0
+690,female,group C,associate's degree,standard,none,49.0,53.0,53.0,0.0,1.0,1.0,0.0
+691,female,group E,associate's degree,free/reduced,none,73.0,76.0,78.0,0.0,1.0,1.0,0.0
+692,female,group C,bachelor's degree,free/reduced,completed,66.0,74.0,81.0,1.0,0.0,1.0,0.0
+693,female,group D,associate's degree,standard,none,77.0,77.0,73.0,0.0,1.0,1.0,0.0
+694,female,group C,some high school,standard,none,49.0,63.0,56.0,5.0,1.0,1.0,0.0
+695,female,group D,some college,free/reduced,none,79.0,89.0,86.0,4.0,1.0,1.0,0.0
+696,female,group C,associate's degree,standard,completed,75.0,82.0,90.0,0.0,0.0,1.0,0.0
+697,female,group A,bachelor's degree,standard,none,59.0,72.0,70.0,1.0,1.0,1.0,0.0
+698,female,group D,associate's degree,standard,completed,57.0,78.0,79.0,0.0,0.0,1.0,0.0
+699,male,group C,high school,free/reduced,none,66.0,66.0,59.0,2.0,1.0,0.0,1.0
+700,female,group E,bachelor's degree,standard,completed,79.0,81.0,82.0,1.0,0.0,1.0,0.0
+701,female,group B,some high school,standard,none,57.0,67.0,72.0,5.0,1.0,1.0,0.0
+702,male,group A,bachelor's degree,standard,completed,87.0,84.0,87.0,1.0,0.0,0.0,1.0
+703,female,group D,some college,standard,none,63.0,64.0,67.0,4.0,1.0,1.0,0.0
+704,female,group B,some high school,free/reduced,completed,59.0,63.0,64.0,5.0,0.0,1.0,0.0
+705,male,group A,bachelor's degree,free/reduced,none,62.0,72.0,65.0,1.0,1.0,0.0,1.0
+706,male,group D,high school,standard,none,46.0,34.0,36.0,2.0,1.0,0.0,1.0
+707,male,group C,some college,standard,none,66.0,59.0,52.0,4.0,1.0,0.0,1.0
+708,male,group D,high school,standard,none,89.0,87.0,79.0,2.0,1.0,0.0,1.0
+709,female,group D,associate's degree,free/reduced,completed,42.0,61.0,58.0,0.0,0.0,1.0,0.0
+710,male,group C,some college,standard,completed,93.0,84.0,90.0,4.0,0.0,0.0,1.0
+711,female,group E,some high school,standard,completed,80.0,85.0,85.0,5.0,0.0,1.0,0.0
+712,female,group D,some college,standard,none,98.0,100.0,99.0,4.0,1.0,1.0,0.0
+713,male,group D,master's degree,standard,none,81.0,81.0,84.0,3.0,1.0,0.0,1.0
+714,female,group B,some high school,standard,completed,60.0,70.0,74.0,5.0,0.0,1.0,0.0
+715,female,group B,associate's degree,free/reduced,completed,76.0,94.0,87.0,0.0,0.0,1.0,0.0
+716,male,group C,associate's degree,standard,completed,73.0,78.0,72.0,0.0,0.0,0.0,1.0
+717,female,group C,associate's degree,standard,completed,96.0,96.0,99.0,0.0,0.0,1.0,0.0
+718,female,group C,high school,standard,none,76.0,76.0,74.0,2.0,1.0,1.0,0.0
+719,male,group E,associate's degree,free/reduced,completed,91.0,73.0,80.0,0.0,0.0,0.0,1.0
+720,female,group C,some college,free/reduced,none,62.0,72.0,70.0,4.0,1.0,1.0,0.0
+721,male,group D,some high school,free/reduced,completed,55.0,59.0,59.0,5.0,0.0,0.0,1.0
+722,female,group B,some high school,free/reduced,completed,74.0,90.0,88.0,5.0,0.0,1.0,0.0
+723,male,group C,high school,standard,none,50.0,48.0,42.0,2.0,1.0,0.0,1.0
+724,male,group B,some college,standard,none,47.0,43.0,41.0,4.0,1.0,0.0,1.0
+725,male,group E,some college,standard,completed,81.0,74.0,71.0,4.0,0.0,0.0,1.0
+726,female,group E,associate's degree,standard,completed,65.0,75.0,77.0,0.0,0.0,1.0,0.0
+727,male,group E,some high school,standard,completed,68.0,51.0,57.0,5.0,0.0,0.0,1.0
+728,female,group D,high school,free/reduced,none,73.0,92.0,84.0,2.0,1.0,1.0,0.0
+729,male,group C,some college,standard,none,53.0,39.0,37.0,4.0,1.0,0.0,1.0
+730,female,group B,associate's degree,free/reduced,completed,68.0,77.0,80.0,0.0,0.0,1.0,0.0
+731,male,group A,some high school,free/reduced,none,55.0,46.0,43.0,5.0,1.0,0.0,1.0
+732,female,group C,some college,standard,completed,87.0,89.0,94.0,4.0,0.0,1.0,0.0
+733,male,group D,some high school,standard,none,55.0,47.0,44.0,5.0,1.0,0.0,1.0
+734,female,group E,some college,free/reduced,none,53.0,58.0,57.0,4.0,1.0,1.0,0.0
+735,male,group C,master's degree,standard,none,67.0,57.0,59.0,3.0,1.0,0.0,1.0
+736,male,group C,associate's degree,standard,none,92.0,79.0,84.0,0.0,1.0,0.0,1.0
+737,female,group B,some college,free/reduced,completed,53.0,66.0,73.0,4.0,0.0,1.0,0.0
+738,male,group D,associate's degree,standard,none,81.0,71.0,73.0,0.0,1.0,0.0,1.0
+739,male,group C,high school,free/reduced,none,61.0,60.0,55.0,2.0,1.0,0.0,1.0
+740,male,group D,bachelor's degree,standard,none,80.0,73.0,72.0,1.0,1.0,0.0,1.0
+741,female,group A,associate's degree,free/reduced,none,37.0,57.0,56.0,0.0,1.0,1.0,0.0
+742,female,group C,high school,standard,none,81.0,84.0,82.0,2.0,1.0,1.0,0.0
+743,female,group C,associate's degree,standard,completed,59.0,73.0,72.0,0.0,0.0,1.0,0.0
+744,male,group B,some college,free/reduced,none,55.0,55.0,47.0,4.0,1.0,0.0,1.0
+745,male,group D,associate's degree,standard,none,72.0,79.0,74.0,0.0,1.0,0.0,1.0
+746,male,group D,high school,standard,none,69.0,75.0,71.0,2.0,1.0,0.0,1.0
+747,male,group C,some college,standard,none,69.0,64.0,68.0,4.0,1.0,0.0,1.0
+748,female,group C,bachelor's degree,free/reduced,none,50.0,60.0,59.0,1.0,1.0,1.0,0.0
+749,male,group B,some college,standard,completed,87.0,84.0,86.0,4.0,0.0,0.0,1.0
+750,male,group D,some high school,standard,completed,71.0,69.0,68.0,5.0,0.0,0.0,1.0
+751,male,group E,some college,standard,none,68.0,72.0,65.0,4.0,1.0,0.0,1.0
+752,male,group C,master's degree,free/reduced,completed,79.0,77.0,75.0,3.0,0.0,0.0,1.0
+753,female,group C,some high school,standard,completed,77.0,90.0,85.0,5.0,0.0,1.0,0.0
+754,male,group C,associate's degree,free/reduced,none,58.0,55.0,53.0,0.0,1.0,0.0,1.0
+755,female,group E,associate's degree,standard,none,84.0,95.0,92.0,0.0,1.0,1.0,0.0
+756,male,group D,some college,standard,none,55.0,58.0,52.0,4.0,1.0,0.0,1.0
+757,male,group E,bachelor's degree,free/reduced,completed,70.0,68.0,72.0,1.0,0.0,0.0,1.0
+758,female,group D,some college,free/reduced,completed,52.0,59.0,65.0,4.0,0.0,1.0,0.0
+759,male,group B,some college,standard,completed,69.0,77.0,77.0,4.0,0.0,0.0,1.0
+760,female,group C,high school,free/reduced,none,53.0,72.0,64.0,2.0,1.0,1.0,0.0
+761,female,group D,some high school,standard,none,48.0,58.0,54.0,5.0,1.0,1.0,0.0
+762,male,group D,some high school,standard,completed,78.0,81.0,86.0,5.0,0.0,0.0,1.0
+763,female,group B,high school,standard,none,62.0,62.0,63.0,2.0,1.0,1.0,0.0
+764,male,group D,some college,standard,none,60.0,63.0,59.0,4.0,1.0,0.0,1.0
+765,female,group B,high school,standard,none,74.0,72.0,72.0,2.0,1.0,1.0,0.0
+766,female,group C,high school,standard,completed,58.0,75.0,77.0,2.0,0.0,1.0,0.0
+767,male,group B,high school,standard,completed,76.0,62.0,60.0,2.0,0.0,0.0,1.0
+768,female,group D,some high school,standard,none,68.0,71.0,75.0,5.0,1.0,1.0,0.0
+769,male,group A,some college,free/reduced,none,58.0,60.0,57.0,4.0,1.0,0.0,1.0
+770,male,group B,high school,standard,none,52.0,48.0,49.0,2.0,1.0,0.0,1.0
+771,male,group D,bachelor's degree,standard,none,75.0,73.0,74.0,1.0,1.0,0.0,1.0
+772,female,group B,some high school,free/reduced,completed,52.0,67.0,72.0,5.0,0.0,1.0,0.0
+773,female,group C,bachelor's degree,free/reduced,none,62.0,78.0,79.0,1.0,1.0,1.0,0.0
+774,male,group B,some college,standard,none,66.0,65.0,60.0,4.0,1.0,0.0,1.0
+775,female,group B,some high school,free/reduced,none,49.0,58.0,55.0,5.0,1.0,1.0,0.0
+776,female,group B,high school,standard,none,66.0,72.0,70.0,2.0,1.0,1.0,0.0
+777,female,group C,some college,free/reduced,none,35.0,44.0,43.0,4.0,1.0,1.0,0.0
+778,female,group A,some college,standard,completed,72.0,79.0,82.0,4.0,0.0,1.0,0.0
+779,male,group E,associate's degree,standard,completed,94.0,85.0,82.0,0.0,0.0,0.0,1.0
+780,female,group D,associate's degree,free/reduced,none,46.0,56.0,57.0,0.0,1.0,1.0,0.0
+781,female,group B,master's degree,standard,none,77.0,90.0,84.0,3.0,1.0,1.0,0.0
+782,female,group B,high school,free/reduced,completed,76.0,85.0,82.0,2.0,0.0,1.0,0.0
+783,female,group C,associate's degree,standard,completed,52.0,59.0,62.0,0.0,0.0,1.0,0.0
+784,male,group C,bachelor's degree,standard,completed,91.0,81.0,79.0,1.0,0.0,0.0,1.0
+785,female,group B,some high school,standard,completed,32.0,51.0,44.0,5.0,0.0,1.0,0.0
+786,female,group E,some high school,free/reduced,none,72.0,79.0,77.0,5.0,1.0,1.0,0.0
+787,female,group B,some college,standard,none,19.0,38.0,32.0,4.0,1.0,1.0,0.0
+788,male,group C,associate's degree,free/reduced,none,68.0,65.0,61.0,0.0,1.0,0.0,1.0
+789,female,group C,master's degree,free/reduced,none,52.0,65.0,61.0,3.0,1.0,1.0,0.0
+790,female,group B,high school,standard,none,48.0,62.0,60.0,2.0,1.0,1.0,0.0
+791,female,group D,some college,free/reduced,none,60.0,66.0,70.0,4.0,1.0,1.0,0.0
+792,male,group D,high school,free/reduced,none,66.0,74.0,69.0,2.0,1.0,0.0,1.0
+793,male,group E,some high school,standard,completed,89.0,84.0,77.0,5.0,0.0,0.0,1.0
+794,female,group B,high school,standard,none,42.0,52.0,51.0,2.0,1.0,1.0,0.0
+795,female,group E,associate's degree,free/reduced,completed,57.0,68.0,73.0,0.0,0.0,1.0,0.0
+796,male,group D,high school,standard,none,70.0,70.0,70.0,2.0,1.0,0.0,1.0
+797,female,group E,associate's degree,free/reduced,none,70.0,84.0,81.0,0.0,1.0,1.0,0.0
+798,male,group E,some college,standard,none,69.0,60.0,54.0,4.0,1.0,0.0,1.0
+799,female,group C,associate's degree,standard,none,52.0,55.0,57.0,0.0,1.0,1.0,0.0
+800,male,group C,some high school,standard,completed,67.0,73.0,68.0,5.0,0.0,0.0,1.0
+801,male,group C,some high school,standard,completed,76.0,80.0,73.0,5.0,0.0,0.0,1.0
+802,female,group E,associate's degree,standard,none,87.0,94.0,95.0,0.0,1.0,1.0,0.0
+803,female,group B,some college,standard,none,82.0,85.0,87.0,4.0,1.0,1.0,0.0
+804,female,group C,some college,standard,none,73.0,76.0,78.0,4.0,1.0,1.0,0.0
+805,male,group A,some college,free/reduced,none,75.0,81.0,74.0,4.0,1.0,0.0,1.0
+806,female,group D,some college,free/reduced,none,64.0,74.0,75.0,4.0,1.0,1.0,0.0
+807,female,group E,high school,free/reduced,none,41.0,45.0,40.0,2.0,1.0,1.0,0.0
+808,male,group C,high school,standard,none,90.0,75.0,69.0,2.0,1.0,0.0,1.0
+809,male,group B,bachelor's degree,standard,none,59.0,54.0,51.0,1.0,1.0,0.0,1.0
+810,male,group A,some high school,standard,none,51.0,31.0,36.0,5.0,1.0,0.0,1.0
+811,male,group A,high school,free/reduced,none,45.0,47.0,49.0,2.0,1.0,0.0,1.0
+812,female,group C,master's degree,standard,completed,54.0,64.0,67.0,3.0,0.0,1.0,0.0
+813,male,group E,some high school,standard,completed,87.0,84.0,76.0,5.0,0.0,0.0,1.0
+814,female,group C,high school,standard,none,72.0,80.0,83.0,2.0,1.0,1.0,0.0
+815,male,group B,some high school,standard,completed,94.0,86.0,87.0,5.0,0.0,0.0,1.0
+816,female,group A,bachelor's degree,standard,none,45.0,59.0,64.0,1.0,1.0,1.0,0.0
+817,male,group D,bachelor's degree,free/reduced,completed,61.0,70.0,76.0,1.0,0.0,0.0,1.0
+818,female,group B,high school,free/reduced,none,60.0,72.0,68.0,2.0,1.0,1.0,0.0
+819,female,group C,some high school,standard,none,77.0,91.0,88.0,5.0,1.0,1.0,0.0
+820,female,group A,some high school,standard,completed,85.0,90.0,92.0,5.0,0.0,1.0,0.0
+821,female,group D,bachelor's degree,free/reduced,none,78.0,90.0,93.0,1.0,1.0,1.0,0.0
+822,male,group E,some college,free/reduced,completed,49.0,52.0,51.0,4.0,0.0,0.0,1.0
+823,female,group B,high school,free/reduced,none,71.0,87.0,82.0,2.0,1.0,1.0,0.0
+824,female,group C,some high school,free/reduced,none,48.0,58.0,52.0,5.0,1.0,1.0,0.0
+825,male,group C,high school,standard,none,62.0,67.0,58.0,2.0,1.0,0.0,1.0
+826,female,group C,associate's degree,free/reduced,completed,56.0,68.0,70.0,0.0,0.0,1.0,0.0
+827,female,group C,some high school,standard,none,65.0,69.0,76.0,5.0,1.0,1.0,0.0
+828,female,group D,some high school,free/reduced,completed,69.0,86.0,81.0,5.0,0.0,1.0,0.0
+829,male,group B,some high school,standard,none,68.0,54.0,53.0,5.0,1.0,0.0,1.0
+830,female,group A,some college,free/reduced,none,61.0,60.0,57.0,4.0,1.0,1.0,0.0
+831,female,group C,bachelor's degree,free/reduced,completed,74.0,86.0,89.0,1.0,0.0,1.0,0.0
+832,male,group A,bachelor's degree,standard,none,64.0,60.0,58.0,1.0,1.0,0.0,1.0
+833,female,group B,high school,standard,completed,77.0,82.0,89.0,2.0,0.0,1.0,0.0
+834,male,group B,some college,standard,none,58.0,50.0,45.0,4.0,1.0,0.0,1.0
+835,female,group C,high school,standard,completed,60.0,64.0,74.0,2.0,0.0,1.0,0.0
+836,male,group E,high school,standard,none,73.0,64.0,57.0,2.0,1.0,0.0,1.0
+837,female,group A,high school,standard,completed,75.0,82.0,79.0,2.0,0.0,1.0,0.0
+838,male,group B,associate's degree,free/reduced,completed,58.0,57.0,53.0,0.0,0.0,0.0,1.0
+839,female,group C,associate's degree,standard,none,66.0,77.0,73.0,0.0,1.0,1.0,0.0
+840,female,group D,high school,free/reduced,none,39.0,52.0,46.0,2.0,1.0,1.0,0.0
+841,male,group C,some high school,standard,none,64.0,58.0,51.0,5.0,1.0,0.0,1.0
+842,female,group B,high school,free/reduced,completed,23.0,44.0,36.0,2.0,0.0,1.0,0.0
+843,male,group B,some college,free/reduced,completed,74.0,77.0,76.0,4.0,0.0,0.0,1.0
+844,female,group D,some high school,free/reduced,completed,40.0,65.0,64.0,5.0,0.0,1.0,0.0
+845,male,group E,master's degree,standard,none,90.0,85.0,84.0,3.0,1.0,0.0,1.0
+846,male,group C,master's degree,standard,completed,91.0,85.0,85.0,3.0,0.0,0.0,1.0
+847,male,group D,high school,standard,none,64.0,54.0,50.0,2.0,1.0,0.0,1.0
+848,female,group C,high school,standard,none,59.0,72.0,68.0,2.0,1.0,1.0,0.0
+849,male,group D,associate's degree,standard,none,80.0,75.0,69.0,0.0,1.0,0.0,1.0
+850,male,group C,master's degree,standard,none,71.0,67.0,67.0,3.0,1.0,0.0,1.0
+851,female,group A,high school,standard,none,61.0,68.0,63.0,2.0,1.0,1.0,0.0
+852,female,group E,some college,standard,none,87.0,85.0,93.0,4.0,1.0,1.0,0.0
+853,male,group E,some high school,standard,none,82.0,67.0,61.0,5.0,1.0,0.0,1.0
+854,male,group C,some high school,standard,none,62.0,64.0,55.0,5.0,1.0,0.0,1.0
+855,female,group B,bachelor's degree,standard,none,97.0,97.0,96.0,1.0,1.0,1.0,0.0
+856,male,group B,some college,free/reduced,none,75.0,68.0,65.0,4.0,1.0,0.0,1.0
+857,female,group C,bachelor's degree,standard,none,65.0,79.0,81.0,1.0,1.0,1.0,0.0
+858,male,group B,high school,standard,completed,52.0,49.0,46.0,2.0,0.0,0.0,1.0
+859,male,group C,associate's degree,free/reduced,none,87.0,73.0,72.0,0.0,1.0,0.0,1.0
+860,female,group C,associate's degree,standard,none,53.0,62.0,53.0,0.0,1.0,1.0,0.0
+861,female,group E,master's degree,free/reduced,none,81.0,86.0,87.0,3.0,1.0,1.0,0.0
+862,male,group D,bachelor's degree,free/reduced,completed,39.0,42.0,38.0,1.0,0.0,0.0,1.0
+863,female,group C,some college,standard,completed,71.0,71.0,80.0,4.0,0.0,1.0,0.0
+864,male,group C,associate's degree,standard,none,97.0,93.0,91.0,0.0,1.0,0.0,1.0
+865,male,group D,some college,standard,completed,82.0,82.0,88.0,4.0,0.0,0.0,1.0
+866,male,group C,high school,free/reduced,none,59.0,53.0,52.0,2.0,1.0,0.0,1.0
+867,male,group B,associate's degree,standard,none,61.0,42.0,41.0,0.0,1.0,0.0,1.0
+868,male,group E,associate's degree,free/reduced,completed,78.0,74.0,72.0,0.0,0.0,0.0,1.0
+869,male,group C,associate's degree,free/reduced,none,49.0,51.0,51.0,0.0,1.0,0.0,1.0
+870,male,group B,high school,standard,none,59.0,58.0,47.0,2.0,1.0,0.0,1.0
+871,female,group C,some college,standard,completed,70.0,72.0,76.0,4.0,0.0,1.0,0.0
+872,male,group B,associate's degree,standard,completed,82.0,84.0,78.0,0.0,0.0,0.0,1.0
+873,male,group E,associate's degree,free/reduced,none,90.0,90.0,82.0,0.0,1.0,0.0,1.0
+874,female,group C,bachelor's degree,free/reduced,none,43.0,62.0,61.0,1.0,1.0,1.0,0.0
+875,male,group C,some college,free/reduced,none,80.0,64.0,66.0,4.0,1.0,0.0,1.0
+876,male,group D,some college,standard,none,81.0,82.0,84.0,4.0,1.0,0.0,1.0
+877,male,group C,some high school,standard,none,57.0,61.0,54.0,5.0,1.0,0.0,1.0
+878,female,group D,some high school,standard,none,59.0,72.0,80.0,5.0,1.0,1.0,0.0
+879,female,group D,associate's degree,standard,none,64.0,76.0,74.0,0.0,1.0,1.0,0.0
+880,male,group C,bachelor's degree,standard,completed,63.0,64.0,66.0,1.0,0.0,0.0,1.0
+881,female,group E,bachelor's degree,standard,completed,71.0,70.0,70.0,1.0,0.0,1.0,0.0
+882,female,group B,high school,free/reduced,none,64.0,73.0,71.0,2.0,1.0,1.0,0.0
+883,male,group D,bachelor's degree,free/reduced,none,55.0,46.0,44.0,1.0,1.0,0.0,1.0
+884,female,group E,associate's degree,standard,none,51.0,51.0,54.0,0.0,1.0,1.0,0.0
+885,female,group C,associate's degree,standard,completed,62.0,76.0,80.0,0.0,0.0,1.0,0.0
+886,female,group E,associate's degree,standard,completed,93.0,100.0,95.0,0.0,0.0,1.0,0.0
+887,male,group C,high school,free/reduced,none,54.0,72.0,59.0,2.0,1.0,0.0,1.0
+888,female,group D,some college,free/reduced,none,69.0,65.0,74.0,4.0,1.0,1.0,0.0
+889,male,group D,high school,free/reduced,none,44.0,51.0,48.0,2.0,1.0,0.0,1.0
+890,female,group E,some college,standard,completed,86.0,85.0,91.0,4.0,0.0,1.0,0.0
+891,female,group E,associate's degree,standard,none,85.0,92.0,85.0,0.0,1.0,1.0,0.0
+892,female,group A,master's degree,free/reduced,none,50.0,67.0,73.0,3.0,1.0,1.0,0.0
+893,male,group D,some high school,standard,completed,88.0,74.0,75.0,5.0,0.0,0.0,1.0
+894,female,group E,associate's degree,standard,none,59.0,62.0,69.0,0.0,1.0,1.0,0.0
+895,female,group E,some high school,free/reduced,none,32.0,34.0,38.0,5.0,1.0,1.0,0.0
+896,male,group B,high school,free/reduced,none,36.0,29.0,27.0,2.0,1.0,0.0,1.0
+897,female,group B,some high school,free/reduced,completed,63.0,78.0,79.0,5.0,0.0,1.0,0.0
+898,male,group D,associate's degree,standard,completed,67.0,54.0,63.0,0.0,0.0,0.0,1.0
+899,female,group D,some high school,standard,completed,65.0,78.0,82.0,5.0,0.0,1.0,0.0
+900,male,group D,master's degree,standard,none,85.0,84.0,89.0,3.0,1.0,0.0,1.0
+901,female,group C,master's degree,standard,none,73.0,78.0,74.0,3.0,1.0,1.0,0.0
+902,female,group A,high school,free/reduced,completed,34.0,48.0,41.0,2.0,0.0,1.0,0.0
+903,female,group D,bachelor's degree,free/reduced,completed,93.0,100.0,100.0,1.0,0.0,1.0,0.0
+904,female,group D,some high school,free/reduced,none,67.0,84.0,84.0,5.0,1.0,1.0,0.0
+905,male,group D,some college,standard,none,88.0,77.0,77.0,4.0,1.0,0.0,1.0
+906,male,group B,high school,standard,none,57.0,48.0,51.0,2.0,1.0,0.0,1.0
+907,female,group D,some college,standard,completed,79.0,84.0,91.0,4.0,0.0,1.0,0.0
+908,female,group C,bachelor's degree,free/reduced,none,67.0,75.0,72.0,1.0,1.0,1.0,0.0
+909,male,group E,bachelor's degree,standard,completed,70.0,64.0,70.0,1.0,0.0,0.0,1.0
+910,male,group D,bachelor's degree,free/reduced,none,50.0,42.0,48.0,1.0,1.0,0.0,1.0
+911,female,group A,some college,standard,none,69.0,84.0,82.0,4.0,1.0,1.0,0.0
+912,female,group C,bachelor's degree,standard,completed,52.0,61.0,66.0,1.0,0.0,1.0,0.0
+913,female,group C,bachelor's degree,free/reduced,completed,47.0,62.0,66.0,1.0,0.0,1.0,0.0
+914,female,group B,associate's degree,free/reduced,none,46.0,61.0,55.0,0.0,1.0,1.0,0.0
+915,female,group E,some college,standard,none,68.0,70.0,66.0,4.0,1.0,1.0,0.0
+916,male,group E,bachelor's degree,standard,completed,100.0,100.0,100.0,1.0,0.0,0.0,1.0
+917,female,group C,high school,standard,none,44.0,61.0,52.0,2.0,1.0,1.0,0.0
+918,female,group C,associate's degree,standard,completed,57.0,77.0,80.0,0.0,0.0,1.0,0.0
+919,male,group B,some college,standard,completed,91.0,96.0,91.0,4.0,0.0,0.0,1.0
+920,male,group D,high school,free/reduced,none,69.0,70.0,67.0,2.0,1.0,0.0,1.0
+921,female,group C,high school,free/reduced,none,35.0,53.0,46.0,2.0,1.0,1.0,0.0
+922,male,group D,high school,standard,none,72.0,66.0,66.0,2.0,1.0,0.0,1.0
+923,female,group B,associate's degree,free/reduced,none,54.0,65.0,65.0,0.0,1.0,1.0,0.0
+924,male,group D,high school,free/reduced,none,74.0,70.0,69.0,2.0,1.0,0.0,1.0
+925,male,group E,some high school,standard,completed,74.0,64.0,60.0,5.0,0.0,0.0,1.0
+926,male,group E,associate's degree,free/reduced,none,64.0,56.0,52.0,0.0,1.0,0.0,1.0
+927,female,group D,high school,free/reduced,completed,65.0,61.0,71.0,2.0,0.0,1.0,0.0
+928,male,group E,associate's degree,free/reduced,completed,46.0,43.0,44.0,0.0,0.0,0.0,1.0
+929,female,group C,some high school,free/reduced,none,48.0,56.0,51.0,5.0,1.0,1.0,0.0
+930,male,group C,some college,free/reduced,completed,67.0,74.0,70.0,4.0,0.0,0.0,1.0
+931,male,group D,some college,free/reduced,none,62.0,57.0,62.0,4.0,1.0,0.0,1.0
+932,male,group D,associate's degree,free/reduced,completed,61.0,71.0,73.0,0.0,0.0,0.0,1.0
+933,male,group C,bachelor's degree,free/reduced,completed,70.0,75.0,74.0,1.0,0.0,0.0,1.0
+934,male,group C,associate's degree,standard,completed,98.0,87.0,90.0,0.0,0.0,0.0,1.0
+935,male,group D,some college,free/reduced,none,70.0,63.0,58.0,4.0,1.0,0.0,1.0
+936,male,group A,associate's degree,standard,none,67.0,57.0,53.0,0.0,1.0,0.0,1.0
+937,female,group E,high school,free/reduced,none,57.0,58.0,57.0,2.0,1.0,1.0,0.0
+938,male,group D,some college,standard,completed,85.0,81.0,85.0,4.0,0.0,0.0,1.0
+939,male,group D,some high school,standard,completed,77.0,68.0,69.0,5.0,0.0,0.0,1.0
+940,male,group C,master's degree,free/reduced,completed,72.0,66.0,72.0,3.0,0.0,0.0,1.0
+941,female,group D,master's degree,standard,none,78.0,91.0,96.0,3.0,1.0,1.0,0.0
+942,male,group C,high school,standard,none,81.0,66.0,64.0,2.0,1.0,0.0,1.0
+943,male,group A,some high school,free/reduced,completed,61.0,62.0,61.0,5.0,0.0,0.0,1.0
+944,female,group B,high school,standard,none,58.0,68.0,61.0,2.0,1.0,1.0,0.0
+945,female,group C,associate's degree,standard,none,54.0,61.0,58.0,0.0,1.0,1.0,0.0
+946,male,group B,high school,standard,none,82.0,82.0,80.0,2.0,1.0,0.0,1.0
+947,female,group D,some college,free/reduced,none,49.0,58.0,60.0,4.0,1.0,1.0,0.0
+948,male,group B,some high school,free/reduced,completed,49.0,50.0,52.0,5.0,0.0,0.0,1.0
+949,female,group E,high school,free/reduced,completed,57.0,75.0,73.0,2.0,0.0,1.0,0.0
+950,male,group E,high school,standard,none,94.0,73.0,71.0,2.0,1.0,0.0,1.0
+951,female,group D,some college,standard,completed,75.0,77.0,83.0,4.0,0.0,1.0,0.0
+952,female,group E,some high school,free/reduced,none,74.0,74.0,72.0,5.0,1.0,1.0,0.0
+953,male,group C,high school,standard,completed,58.0,52.0,54.0,2.0,0.0,0.0,1.0
+954,female,group C,some college,standard,none,62.0,69.0,69.0,4.0,1.0,1.0,0.0
+955,male,group E,associate's degree,standard,none,72.0,57.0,62.0,0.0,1.0,0.0,1.0
+956,male,group C,some college,standard,none,84.0,87.0,81.0,4.0,1.0,0.0,1.0
+957,female,group D,master's degree,standard,none,92.0,100.0,100.0,3.0,1.0,1.0,0.0
+958,female,group D,high school,standard,none,45.0,63.0,59.0,2.0,1.0,1.0,0.0
+959,male,group C,high school,standard,none,75.0,81.0,71.0,2.0,1.0,0.0,1.0
+960,female,group A,some college,standard,none,56.0,58.0,64.0,4.0,1.0,1.0,0.0
+961,female,group D,some high school,free/reduced,none,48.0,54.0,53.0,5.0,1.0,1.0,0.0
+962,female,group E,associate's degree,standard,none,100.0,100.0,100.0,0.0,1.0,1.0,0.0
+963,female,group C,some high school,free/reduced,completed,65.0,76.0,75.0,5.0,0.0,1.0,0.0
+964,male,group D,some college,standard,none,72.0,57.0,58.0,4.0,1.0,0.0,1.0
+965,female,group D,some college,standard,none,62.0,70.0,72.0,4.0,1.0,1.0,0.0
+966,male,group A,some high school,standard,completed,66.0,68.0,64.0,5.0,0.0,0.0,1.0
+967,male,group C,some college,standard,none,63.0,63.0,60.0,4.0,1.0,0.0,1.0
+968,female,group E,associate's degree,standard,none,68.0,76.0,67.0,0.0,1.0,1.0,0.0
+969,female,group B,bachelor's degree,standard,none,75.0,84.0,80.0,1.0,1.0,1.0,0.0
+970,female,group D,bachelor's degree,standard,none,89.0,100.0,100.0,1.0,1.0,1.0,0.0
+971,male,group C,some high school,standard,completed,78.0,72.0,69.0,5.0,0.0,0.0,1.0
+972,female,group A,high school,free/reduced,completed,53.0,50.0,60.0,2.0,0.0,1.0,0.0
+973,female,group D,some college,free/reduced,none,49.0,65.0,61.0,4.0,1.0,1.0,0.0
+974,female,group A,some college,standard,none,54.0,63.0,67.0,4.0,1.0,1.0,0.0
+975,female,group C,some college,standard,completed,64.0,82.0,77.0,4.0,0.0,1.0,0.0
+976,male,group B,some college,free/reduced,completed,60.0,62.0,60.0,4.0,0.0,0.0,1.0
+977,male,group C,associate's degree,standard,none,62.0,65.0,58.0,0.0,1.0,0.0,1.0
+978,male,group D,high school,standard,completed,55.0,41.0,48.0,2.0,0.0,0.0,1.0
+979,female,group C,associate's degree,standard,none,91.0,95.0,94.0,0.0,1.0,1.0,0.0
+980,female,group B,high school,free/reduced,none,8.0,24.0,23.0,2.0,1.0,1.0,0.0
+981,male,group D,some high school,standard,none,81.0,78.0,78.0,5.0,1.0,0.0,1.0
+982,male,group B,some high school,standard,completed,79.0,85.0,86.0,5.0,0.0,0.0,1.0
+983,female,group A,some college,standard,completed,78.0,87.0,91.0,4.0,0.0,1.0,0.0
+984,female,group C,some high school,standard,none,74.0,75.0,82.0,5.0,1.0,1.0,0.0
+985,male,group A,high school,standard,none,57.0,51.0,54.0,2.0,1.0,0.0,1.0
+986,female,group C,associate's degree,standard,none,40.0,59.0,51.0,0.0,1.0,1.0,0.0
+987,male,group E,some high school,standard,completed,81.0,75.0,76.0,5.0,0.0,0.0,1.0
+988,female,group A,some high school,free/reduced,none,44.0,45.0,45.0,5.0,1.0,1.0,0.0
+989,female,group D,some college,free/reduced,completed,67.0,86.0,83.0,4.0,0.0,1.0,0.0
+990,male,group E,high school,free/reduced,completed,86.0,81.0,75.0,2.0,0.0,0.0,1.0
+991,female,group B,some high school,standard,completed,65.0,82.0,78.0,5.0,0.0,1.0,0.0
+992,female,group D,associate's degree,free/reduced,none,55.0,76.0,76.0,0.0,1.0,1.0,0.0
+993,female,group D,bachelor's degree,free/reduced,none,62.0,72.0,74.0,1.0,1.0,1.0,0.0
+994,male,group A,high school,standard,none,63.0,63.0,62.0,2.0,1.0,0.0,1.0
+995,female,group E,master's degree,standard,completed,88.0,99.0,95.0,3.0,0.0,1.0,0.0
+996,male,group C,high school,free/reduced,none,62.0,55.0,55.0,2.0,1.0,0.0,1.0
+997,female,group C,high school,free/reduced,completed,59.0,71.0,65.0,2.0,0.0,1.0,0.0
+998,female,group D,some college,standard,completed,68.0,78.0,77.0,4.0,0.0,1.0,0.0
+999,female,group D,some college,free/reduced,none,77.0,86.0,86.0,4.0,1.0,1.0,0.0

dataset.csv

@@ -0,0 +1,1001 @@
+,gender,race/ethnicity,parental level of education,lunch,test preparation course,math score,reading score,writing score
+0,female,group B,bachelor's degree,standard,none,72,72,74
+1,female,group C,some college,standard,completed,69,90,88
+2,female,group B,master's degree,standard,none,90,95,93
+3,male,group A,associate's degree,free/reduced,none,47,57,44
+4,male,group C,some college,standard,none,76,78,75
+5,female,group B,associate's degree,standard,none,71,83,78
+6,female,group B,some college,standard,completed,88,95,92
+7,male,group B,some college,free/reduced,none,40,43,39
+8,male,group D,high school,free/reduced,completed,64,64,67
+9,female,group B,high school,free/reduced,none,38,60,50
+10,male,group C,associate's degree,standard,none,58,54,52
+11,male,group D,associate's degree,standard,none,40,52,43
+12,female,group B,high school,standard,none,65,81,73
+13,male,group A,some college,standard,completed,78,72,70
+14,female,group A,master's degree,standard,none,50,53,58
+15,female,group C,some high school,standard,none,69,75,78
+16,male,group C,high school,standard,none,88,89,86
+17,female,group B,some high school,free/reduced,none,18,32,28
+18,male,group C,master's degree,free/reduced,completed,46,42,46
+19,female,group C,associate's degree,free/reduced,none,54,58,61
+20,male,group D,high school,standard,none,66,69,63
+21,female,group B,some college,free/reduced,completed,65,75,70
+22,male,group D,some college,standard,none,44,54,53
+23,female,group C,some high school,standard,none,69,73,73
+24,male,group D,bachelor's degree,free/reduced,completed,74,71,80
+25,male,group A,master's degree,free/reduced,none,73,74,72
+26,male,group B,some college,standard,none,69,54,55
+27,female,group C,bachelor's degree,standard,none,67,69,75
+28,male,group C,high school,standard,none,70,70,65
+29,female,group D,master's degree,standard,none,62,70,75
+30,female,group D,some college,standard,none,69,74,74
+31,female,group B,some college,standard,none,63,65,61
+32,female,group E,master's degree,free/reduced,none,56,72,65
+33,male,group D,some college,standard,none,40,42,38
+34,male,group E,some college,standard,none,97,87,82
+35,male,group E,associate's degree,standard,completed,81,81,79
+36,female,group D,associate's degree,standard,none,74,81,83
+37,female,group D,some high school,free/reduced,none,50,64,59
+38,female,group D,associate's degree,free/reduced,completed,75,90,88
+39,male,group B,associate's degree,free/reduced,none,57,56,57
+40,male,group C,associate's degree,free/reduced,none,55,61,54
+41,female,group C,associate's degree,standard,none,58,73,68
+42,female,group B,associate's degree,standard,none,53,58,65
+43,male,group B,some college,free/reduced,completed,59,65,66
+44,female,group E,associate's degree,free/reduced,none,50,56,54
+45,male,group B,associate's degree,standard,none,65,54,57
+46,female,group A,associate's degree,standard,completed,55,65,62
+47,female,group C,high school,standard,none,66,71,76
+48,female,group D,associate's degree,free/reduced,completed,57,74,76
+49,male,group C,high school,standard,completed,82,84,82
+50,male,group E,some college,standard,none,53,55,48
+51,male,group E,associate's degree,free/reduced,completed,77,69,68
+52,male,group C,some college,standard,none,53,44,42
+53,male,group D,high school,standard,none,88,78,75
+54,female,group C,some high school,free/reduced,completed,71,84,87
+55,female,group C,high school,free/reduced,none,33,41,43
+56,female,group E,associate's degree,standard,completed,82,85,86
+57,male,group D,associate's degree,standard,none,52,55,49
+58,male,group D,some college,standard,completed,58,59,58
+59,female,group C,some high school,free/reduced,none,0,17,10
+60,male,group E,bachelor's degree,free/reduced,completed,79,74,72
+61,male,group A,some high school,free/reduced,none,39,39,34
+62,male,group A,associate's degree,free/reduced,none,62,61,55
+63,female,group C,associate's degree,standard,none,69,80,71
+64,female,group D,some high school,standard,none,59,58,59
+65,male,group B,some high school,standard,none,67,64,61
+66,male,group D,some high school,free/reduced,none,45,37,37
+67,female,group C,some college,standard,none,60,72,74
+68,male,group B,associate's degree,free/reduced,none,61,58,56
+69,female,group C,associate's degree,standard,none,39,64,57
+70,female,group D,some college,free/reduced,completed,58,63,73
+71,male,group D,some college,standard,completed,63,55,63
+72,female,group A,associate's degree,free/reduced,none,41,51,48
+73,male,group C,some high school,free/reduced,none,61,57,56
+74,male,group C,some high school,standard,none,49,49,41
+75,male,group B,associate's degree,free/reduced,none,44,41,38
+76,male,group E,some high school,standard,none,30,26,22
+77,male,group A,bachelor's degree,standard,completed,80,78,81
+78,female,group D,some high school,standard,completed,61,74,72
+79,female,group E,master's degree,standard,none,62,68,68
+80,female,group B,associate's degree,standard,none,47,49,50
+81,male,group B,high school,free/reduced,none,49,45,45
+82,male,group A,some college,free/reduced,completed,50,47,54
+83,male,group E,associate's degree,standard,none,72,64,63
+84,male,group D,high school,free/reduced,none,42,39,34
+85,female,group C,some college,standard,none,73,80,82
+86,female,group C,some college,free/reduced,none,76,83,88
+87,female,group D,associate's degree,standard,none,71,71,74
+88,female,group A,some college,standard,none,58,70,67
+89,female,group D,some high school,standard,none,73,86,82
+90,female,group C,bachelor's degree,standard,none,65,72,74
+91,male,group C,high school,free/reduced,none,27,34,36
+92,male,group C,high school,standard,none,71,79,71
+93,male,group C,associate's degree,free/reduced,completed,43,45,50
+94,female,group B,some college,standard,none,79,86,92
+95,male,group C,associate's degree,free/reduced,completed,78,81,82
+96,male,group B,some high school,standard,completed,65,66,62
+97,female,group E,some college,standard,completed,63,72,70
+98,female,group D,some college,free/reduced,none,58,67,62
+99,female,group D,bachelor's degree,standard,none,65,67,62
+100,male,group B,some college,standard,none,79,67,67
+101,male,group D,bachelor's degree,standard,completed,68,74,74
+102,female,group D,associate's degree,standard,none,85,91,89
+103,male,group B,high school,standard,completed,60,44,47
+104,male,group C,some college,standard,completed,98,86,90
+105,female,group C,some college,standard,none,58,67,72
+106,female,group D,master's degree,standard,none,87,100,100
+107,male,group E,associate's degree,standard,completed,66,63,64
+108,female,group B,associate's degree,free/reduced,none,52,76,70
+109,female,group B,some high school,standard,none,70,64,72
+110,female,group D,associate's degree,free/reduced,completed,77,89,98
+111,male,group C,high school,standard,none,62,55,49
+112,male,group A,associate's degree,standard,none,54,53,47
+113,female,group D,some college,standard,none,51,58,54
+114,female,group E,bachelor's degree,standard,completed,99,100,100
+115,male,group C,high school,standard,none,84,77,74
+116,female,group B,bachelor's degree,free/reduced,none,75,85,82
+117,female,group D,bachelor's degree,standard,none,78,82,79
+118,female,group D,some high school,standard,none,51,63,61
+119,female,group C,some college,standard,none,55,69,65
+120,female,group C,bachelor's degree,standard,completed,79,92,89
+121,male,group B,associate's degree,standard,completed,91,89,92
+122,female,group C,some college,standard,completed,88,93,93
+123,male,group D,high school,free/reduced,none,63,57,56
+124,male,group E,some college,standard,none,83,80,73
+125,female,group B,high school,standard,none,87,95,86
+126,male,group B,some high school,standard,none,72,68,67
+127,male,group D,some college,standard,completed,65,77,74
+128,male,group D,master's degree,standard,none,82,82,74
+129,female,group A,bachelor's degree,standard,none,51,49,51
+130,male,group D,master's degree,standard,none,89,84,82
+131,male,group C,some high school,free/reduced,completed,53,37,40
+132,male,group E,some college,free/reduced,completed,87,74,70
+133,female,group C,some college,standard,completed,75,81,84
+134,male,group D,bachelor's degree,free/reduced,completed,74,79,75
+135,male,group C,bachelor's degree,standard,none,58,55,48
+136,male,group B,some high school,standard,completed,51,54,41
+137,male,group E,high school,standard,none,70,55,56
+138,female,group C,associate's degree,standard,none,59,66,67
+139,male,group D,some college,standard,completed,71,61,69
+140,female,group D,some high school,standard,none,76,72,71
+141,female,group C,some college,free/reduced,none,59,62,64
+142,female,group E,some college,free/reduced,completed,42,55,54
+143,male,group A,high school,standard,none,57,43,47
+144,male,group D,some college,standard,none,88,73,78
+145,female,group C,some college,free/reduced,none,22,39,33
+146,male,group B,some high school,standard,none,88,84,75
+147,male,group C,associate's degree,free/reduced,none,73,68,66
+148,female,group D,bachelor's degree,standard,completed,68,75,81
+149,male,group E,associate's degree,free/reduced,completed,100,100,93
+150,male,group A,some high school,standard,completed,62,67,69
+151,male,group A,bachelor's degree,standard,none,77,67,68
+152,female,group B,associate's degree,standard,completed,59,70,66
+153,male,group D,bachelor's degree,standard,none,54,49,47
+154,male,group D,some high school,standard,none,62,67,61
+155,female,group C,some college,standard,completed,70,89,88
+156,female,group E,high school,free/reduced,completed,66,74,78
+157,male,group B,some college,free/reduced,none,60,60,60
+158,female,group B,associate's degree,standard,completed,61,86,87
+159,male,group D,associate's degree,free/reduced,none,66,62,64
+160,male,group B,associate's degree,free/reduced,completed,82,78,74
+161,female,group E,some college,free/reduced,completed,75,88,85
+162,male,group B,master's degree,free/reduced,none,49,53,52
+163,male,group C,high school,standard,none,52,53,49
+164,female,group E,master's degree,standard,none,81,92,91
+165,female,group C,bachelor's degree,standard,completed,96,100,100
+166,male,group C,high school,free/reduced,completed,53,51,51
+167,female,group B,master's degree,free/reduced,completed,58,76,78
+168,female,group B,high school,standard,completed,68,83,78
+169,female,group C,some college,free/reduced,completed,67,75,70
+170,male,group A,high school,standard,completed,72,73,74
+171,male,group E,some high school,standard,none,94,88,78
+172,female,group D,some college,standard,none,79,86,81
+173,female,group C,associate's degree,standard,none,63,67,70
+174,female,group C,bachelor's degree,free/reduced,completed,43,51,54
+175,female,group C,master's degree,standard,completed,81,91,87
+176,female,group B,high school,free/reduced,completed,46,54,58
+177,female,group C,associate's degree,standard,completed,71,77,77
+178,female,group B,master's degree,free/reduced,completed,52,70,62
+179,female,group D,some high school,standard,completed,97,100,100
+180,male,group C,master's degree,free/reduced,completed,62,68,75
+181,female,group C,some college,free/reduced,none,46,64,66
+182,female,group E,high school,standard,none,50,50,47
+183,female,group D,associate's degree,standard,none,65,69,70
+184,male,group C,some high school,free/reduced,completed,45,52,49
+185,male,group C,associate's degree,free/reduced,completed,65,67,65
+186,male,group E,high school,standard,none,80,76,65
+187,male,group D,some high school,standard,completed,62,66,68
+188,male,group B,some high school,free/reduced,none,48,52,45
+189,female,group C,bachelor's degree,standard,none,77,88,87
+190,female,group E,associate's degree,standard,none,66,65,69
+191,male,group D,some college,standard,completed,76,83,79
+192,female,group B,some high school,standard,none,62,64,66
+193,male,group D,some college,standard,completed,77,62,62
+194,female,group C,master's degree,standard,completed,69,84,85
+195,male,group D,associate's degree,standard,none,61,55,52
+196,male,group C,some high school,free/reduced,completed,59,69,65
+197,male,group E,high school,free/reduced,none,55,56,51
+198,female,group B,some college,free/reduced,none,45,53,55
+199,female,group B,bachelor's degree,free/reduced,none,78,79,76
+200,female,group C,associate's degree,standard,completed,67,84,86
+201,female,group D,some college,free/reduced,none,65,81,77
+202,male,group C,associate's degree,standard,none,69,77,69
+203,female,group B,associate's degree,standard,none,57,69,68
+204,male,group C,some college,standard,none,59,41,42
+205,male,group D,some high school,standard,completed,74,71,78
+206,male,group E,bachelor's degree,standard,none,82,62,62
+207,male,group E,high school,standard,completed,81,80,76
+208,female,group B,some college,free/reduced,none,74,81,76
+209,female,group B,some college,free/reduced,none,58,61,66
+210,male,group D,some high school,free/reduced,completed,80,79,79
+211,male,group C,some college,free/reduced,none,35,28,27
+212,female,group C,high school,free/reduced,none,42,62,60
+213,male,group C,associate's degree,free/reduced,completed,60,51,56
+214,male,group E,high school,standard,completed,87,91,81
+215,male,group B,some high school,standard,completed,84,83,75
+216,female,group E,associate's degree,free/reduced,completed,83,86,88
+217,female,group C,high school,free/reduced,none,34,42,39
+218,male,group B,high school,free/reduced,none,66,77,70
+219,male,group B,some high school,standard,completed,61,56,56
+220,female,group D,high school,standard,completed,56,68,74
+221,male,group B,associate's degree,standard,none,87,85,73
+222,female,group C,some high school,free/reduced,none,55,65,62
+223,male,group D,some high school,standard,none,86,80,75
+224,female,group B,associate's degree,standard,completed,52,66,73
+225,female,group E,master's degree,free/reduced,none,45,56,54
+226,female,group C,some college,standard,none,72,72,71
+227,male,group D,high school,standard,none,57,50,54
+228,male,group A,some high school,free/reduced,none,68,72,64
+229,female,group C,some college,standard,completed,88,95,94
+230,male,group D,some college,standard,none,76,64,66
+231,male,group C,associate's degree,standard,none,46,43,42
+232,female,group B,bachelor's degree,standard,none,67,86,83
+233,male,group E,some high school,standard,none,92,87,78
+234,male,group C,bachelor's degree,standard,completed,83,82,84
+235,male,group D,associate's degree,standard,none,80,75,77
+236,male,group D,bachelor's degree,free/reduced,none,63,66,67
+237,female,group D,some high school,standard,completed,64,60,74
+238,male,group B,some college,standard,none,54,52,51
+239,male,group C,associate's degree,standard,none,84,80,80
+240,male,group D,high school,free/reduced,completed,73,68,66
+241,female,group E,bachelor's degree,standard,none,80,83,83
+242,female,group D,high school,standard,none,56,52,55
+243,male,group E,some college,standard,none,59,51,43
+244,male,group D,some high school,standard,none,75,74,69
+245,male,group C,associate's degree,standard,none,85,76,71
+246,male,group E,associate's degree,standard,none,89,76,74
+247,female,group B,high school,standard,completed,58,70,68
+248,female,group B,high school,standard,none,65,64,62
+249,male,group C,high school,standard,none,68,60,53
+250,male,group A,some high school,standard,completed,47,49,49
+251,female,group D,some college,free/reduced,none,71,83,83
+252,female,group B,some high school,standard,completed,60,70,70
+253,male,group D,master's degree,standard,none,80,80,72
+254,male,group D,high school,standard,none,54,52,52
+255,female,group E,some college,standard,none,62,73,70
+256,female,group C,associate's degree,free/reduced,none,64,73,68
+257,male,group C,associate's degree,standard,completed,78,77,77
+258,female,group B,some college,standard,none,70,75,78
+259,female,group C,master's degree,free/reduced,completed,65,81,81
+260,female,group C,some high school,free/reduced,completed,64,79,77
+261,male,group C,some college,standard,completed,79,79,78
+262,female,group C,some high school,free/reduced,none,44,50,51
+263,female,group E,high school,standard,none,99,93,90
+264,male,group D,high school,standard,none,76,73,68
+265,male,group D,some high school,free/reduced,none,59,42,41
+266,female,group C,bachelor's degree,standard,none,63,75,81
+267,female,group D,high school,standard,none,69,72,77
+268,female,group D,associate's degree,standard,completed,88,92,95
+269,female,group E,some college,free/reduced,none,71,76,70
+270,male,group C,bachelor's degree,standard,none,69,63,61
+271,male,group C,some college,standard,none,58,49,42
+272,female,group D,associate's degree,free/reduced,none,47,53,58
+273,female,group D,some college,standard,none,65,70,71
+274,male,group B,some college,standard,completed,88,85,76
+275,male,group C,bachelor's degree,standard,none,83,78,73
+276,female,group C,some high school,standard,completed,85,92,93
+277,female,group E,high school,standard,completed,59,63,75
+278,female,group C,some high school,free/reduced,none,65,86,80
+279,male,group B,bachelor's degree,free/reduced,none,73,56,57
+280,male,group D,high school,standard,none,53,52,42
+281,male,group D,high school,standard,none,45,48,46
+282,female,group D,bachelor's degree,free/reduced,none,73,79,84
+283,female,group D,some college,free/reduced,completed,70,78,78
+284,female,group B,some high school,standard,none,37,46,46
+285,male,group B,associate's degree,standard,completed,81,82,82
+286,male,group E,associate's degree,standard,completed,97,82,88
+287,female,group B,some high school,standard,none,67,89,82
+288,male,group B,bachelor's degree,free/reduced,none,88,75,76
+289,male,group E,some high school,standard,completed,77,76,77
+290,male,group C,associate's degree,standard,none,76,70,68
+291,male,group D,some high school,standard,none,86,73,70
+292,male,group C,some high school,standard,completed,63,60,57
+293,female,group E,bachelor's degree,standard,none,65,73,75
+294,male,group D,high school,free/reduced,completed,78,77,80
+295,male,group B,associate's degree,free/reduced,none,67,62,60
+296,male,group A,some high school,standard,completed,46,41,43
+297,male,group E,associate's degree,standard,completed,71,74,68
+298,male,group C,high school,free/reduced,completed,40,46,50
+299,male,group D,associate's degree,free/reduced,none,90,87,75
+300,male,group A,some college,free/reduced,completed,81,78,81
+301,male,group D,some high school,free/reduced,none,56,54,52
+302,female,group C,associate's degree,standard,completed,67,84,81
+303,male,group B,associate's degree,standard,none,80,76,64
+304,female,group C,associate's degree,standard,completed,74,75,83
+305,male,group A,some college,standard,none,69,67,69
+306,male,group E,some college,standard,completed,99,87,81
+307,male,group C,some high school,standard,none,51,52,44
+308,female,group B,associate's degree,free/reduced,none,53,71,67
+309,female,group D,high school,free/reduced,none,49,57,52
+310,female,group B,associate's degree,standard,none,73,76,80
+311,male,group B,bachelor's degree,standard,none,66,60,57
+312,male,group D,bachelor's degree,standard,completed,67,61,68
+313,female,group C,associate's degree,free/reduced,completed,68,67,69
+314,female,group C,bachelor's degree,standard,completed,59,64,75
+315,male,group C,high school,standard,none,71,66,65
+316,female,group D,master's degree,standard,completed,77,82,91
+317,male,group C,associate's degree,standard,none,83,72,78
+318,male,group B,bachelor's degree,standard,none,63,71,69
+319,female,group D,associate's degree,free/reduced,none,56,65,63
+320,female,group C,high school,free/reduced,completed,67,79,84
+321,female,group E,high school,standard,none,75,86,79
+322,female,group C,some college,standard,none,71,81,80
+323,female,group C,some high school,free/reduced,none,43,53,53
+324,female,group C,high school,free/reduced,none,41,46,43
+325,female,group C,some college,standard,none,82,90,94
+326,male,group C,some college,standard,none,61,61,62
+327,male,group A,some college,free/reduced,none,28,23,19
+328,male,group C,associate's degree,standard,completed,82,75,77
+329,female,group B,some high school,standard,none,41,55,51
+330,male,group C,high school,standard,none,71,60,61
+331,male,group C,associate's degree,standard,none,47,37,35
+332,male,group E,associate's degree,standard,completed,62,56,53
+333,male,group B,associate's degree,standard,none,90,78,81
+334,female,group C,bachelor's degree,standard,none,83,93,95
+335,female,group B,some college,free/reduced,none,61,68,66
+336,male,group D,some high school,standard,completed,76,70,69
+337,male,group C,associate's degree,standard,none,49,51,43
+338,female,group B,some high school,free/reduced,none,24,38,27
+339,female,group D,some high school,free/reduced,completed,35,55,60
+340,male,group C,high school,free/reduced,none,58,61,52
+341,female,group C,high school,standard,none,61,73,63
+342,female,group B,high school,standard,completed,69,76,74
+343,male,group D,associate's degree,standard,completed,67,72,67
+344,male,group D,some college,standard,none,79,73,67
+345,female,group C,high school,standard,none,72,80,75
+346,male,group B,some college,standard,none,62,61,57
+347,female,group C,bachelor's degree,standard,completed,77,94,95
+348,male,group D,high school,free/reduced,none,75,74,66
+349,male,group E,associate's degree,standard,none,87,74,76
+350,female,group B,bachelor's degree,standard,none,52,65,69
+351,male,group E,some college,standard,none,66,57,52
+352,female,group C,some college,standard,completed,63,78,80
+353,female,group C,associate's degree,standard,none,46,58,57
+354,female,group C,some college,standard,none,59,71,70
+355,female,group B,bachelor's degree,standard,none,61,72,70
+356,male,group A,associate's degree,standard,none,63,61,61
+357,female,group C,some college,free/reduced,completed,42,66,69
+358,male,group D,some college,free/reduced,none,59,62,61
+359,female,group D,some college,standard,none,80,90,89
+360,female,group B,high school,standard,none,58,62,59
+361,male,group B,some high school,standard,completed,85,84,78
+362,female,group C,some college,standard,none,52,58,58
+363,female,group D,some high school,free/reduced,none,27,34,32
+364,male,group C,some college,standard,none,59,60,58
+365,male,group A,bachelor's degree,free/reduced,completed,49,58,60
+366,male,group C,high school,standard,completed,69,58,53
+367,male,group C,bachelor's degree,free/reduced,none,61,66,61
+368,female,group A,some high school,free/reduced,none,44,64,58
+369,female,group D,some high school,standard,none,73,84,85
+370,male,group E,some college,standard,none,84,77,71
+371,female,group C,some college,free/reduced,completed,45,73,70
+372,male,group D,some high school,standard,none,74,74,72
+373,female,group D,some college,standard,completed,82,97,96
+374,female,group D,bachelor's degree,standard,none,59,70,73
+375,male,group E,associate's degree,free/reduced,none,46,43,41
+376,female,group D,some high school,standard,none,80,90,82
+377,female,group D,master's degree,free/reduced,completed,85,95,100
+378,female,group A,some high school,standard,none,71,83,77
+379,male,group A,bachelor's degree,standard,none,66,64,62
+380,female,group B,associate's degree,standard,none,80,86,83
+381,male,group C,associate's degree,standard,completed,87,100,95
+382,male,group C,master's degree,free/reduced,none,79,81,71
+383,female,group E,some high school,free/reduced,none,38,49,45
+384,female,group A,some high school,free/reduced,none,38,43,43
+385,female,group E,some college,standard,none,67,76,75
+386,female,group E,bachelor's degree,standard,none,64,73,70
+387,female,group C,associate's degree,free/reduced,none,57,78,67
+388,female,group D,high school,standard,none,62,64,64
+389,male,group D,master's degree,standard,none,73,70,75
+390,male,group E,some high school,free/reduced,completed,73,67,59
+391,female,group D,some college,standard,none,77,68,77
+392,male,group E,some college,standard,none,76,67,67
+393,male,group C,associate's degree,standard,completed,57,54,56
+394,female,group C,some high school,standard,completed,65,74,77
+395,male,group A,high school,free/reduced,none,48,45,41
+396,female,group B,high school,free/reduced,none,50,67,63
+397,female,group C,associate's degree,standard,none,85,89,95
+398,male,group B,some high school,standard,none,74,63,57
+399,male,group D,some high school,standard,none,60,59,54
+400,female,group C,some high school,standard,completed,59,54,67
+401,male,group A,some college,standard,none,53,43,43
+402,female,group A,some college,free/reduced,none,49,65,55
+403,female,group D,high school,standard,completed,88,99,100
+404,female,group C,high school,standard,none,54,59,62
+405,female,group C,some high school,standard,none,63,73,68
+406,male,group B,associate's degree,standard,completed,65,65,63
+407,female,group B,associate's degree,standard,none,82,80,77
+408,female,group D,high school,free/reduced,completed,52,57,56
+409,male,group D,associate's degree,standard,completed,87,84,85
+410,female,group D,master's degree,standard,completed,70,71,74
+411,male,group E,some college,standard,completed,84,83,78
+412,male,group D,associate's degree,standard,none,71,66,60
+413,male,group B,some high school,standard,completed,63,67,67
+414,female,group C,bachelor's degree,free/reduced,completed,51,72,79
+415,male,group E,high school,standard,none,84,73,69
+416,male,group C,bachelor's degree,standard,completed,71,74,68
+417,male,group C,associate's degree,standard,none,74,73,67
+418,male,group D,some college,standard,none,68,59,62
+419,male,group E,high school,free/reduced,completed,57,56,54
+420,female,group C,associate's degree,free/reduced,completed,82,93,93
+421,female,group D,high school,standard,completed,57,58,64
+422,female,group D,master's degree,free/reduced,completed,47,58,67
+423,female,group A,some high school,standard,completed,59,85,80
+424,male,group B,some college,free/reduced,none,41,39,34
+425,female,group C,some college,free/reduced,none,62,67,62
+426,male,group C,bachelor's degree,standard,none,86,83,86
+427,male,group C,some high school,free/reduced,none,69,71,65
+428,male,group A,some high school,free/reduced,none,65,59,53
+429,male,group C,some high school,free/reduced,none,68,63,54
+430,male,group C,associate's degree,free/reduced,none,64,66,59
+431,female,group C,high school,standard,none,61,72,70
+432,male,group C,high school,standard,none,61,56,55
+433,female,group A,some high school,free/reduced,none,47,59,50
+434,male,group C,some high school,standard,none,73,66,66
+435,male,group C,some college,free/reduced,completed,50,48,53
+436,male,group D,associate's degree,standard,none,75,68,64
+437,male,group D,associate's degree,free/reduced,none,75,66,73
+438,male,group C,high school,standard,none,70,56,51
+439,male,group D,some high school,standard,completed,89,88,82
+440,female,group C,some college,standard,completed,67,81,79
+441,female,group D,high school,standard,none,78,81,80
+442,female,group A,some high school,free/reduced,none,59,73,69
+443,female,group B,associate's degree,standard,none,73,83,76
+444,male,group A,some high school,free/reduced,none,79,82,73
+445,female,group C,some high school,standard,completed,67,74,77
+446,male,group D,some college,free/reduced,none,69,66,60
+447,male,group C,high school,standard,completed,86,81,80
+448,male,group B,high school,standard,none,47,46,42
+449,male,group B,associate's degree,standard,none,81,73,72
+450,female,group C,some college,free/reduced,completed,64,85,85
+451,female,group E,some college,standard,none,100,92,97
+452,female,group C,associate's degree,free/reduced,none,65,77,74
+453,male,group C,some college,free/reduced,none,65,58,49
+454,female,group C,associate's degree,free/reduced,none,53,61,62
+455,male,group C,bachelor's degree,free/reduced,none,37,56,47
+456,female,group D,bachelor's degree,standard,none,79,89,89
+457,male,group D,associate's degree,free/reduced,none,53,54,48
+458,female,group E,bachelor's degree,standard,none,100,100,100
+459,male,group B,high school,standard,completed,72,65,68
+460,male,group C,bachelor's degree,free/reduced,none,53,58,55
+461,male,group B,some college,free/reduced,none,54,54,45
+462,female,group E,some college,standard,none,71,70,76
+463,female,group C,some college,free/reduced,none,77,90,91
+464,male,group A,bachelor's degree,standard,completed,75,58,62
+465,female,group C,some college,standard,none,84,87,91
+466,female,group D,associate's degree,free/reduced,none,26,31,38
+467,male,group A,high school,free/reduced,completed,72,67,65
+468,female,group A,high school,free/reduced,completed,77,88,85
+469,male,group C,some college,standard,none,91,74,76
+470,female,group C,associate's degree,standard,completed,83,85,90
+471,female,group C,high school,standard,none,63,69,74
+472,female,group C,associate's degree,standard,completed,68,86,84
+473,female,group D,some high school,standard,none,59,67,61
+474,female,group B,associate's degree,standard,completed,90,90,91
+475,female,group D,bachelor's degree,standard,completed,71,76,83
+476,male,group E,bachelor's degree,standard,completed,76,62,66
+477,male,group D,associate's degree,standard,none,80,68,72
+478,female,group D,master's degree,standard,none,55,64,70
+479,male,group E,associate's degree,standard,none,76,71,67
+480,male,group B,high school,standard,completed,73,71,68
+481,female,group D,associate's degree,free/reduced,none,52,59,56
+482,male,group C,some college,free/reduced,none,68,68,61
+483,male,group A,high school,standard,none,59,52,46
+484,female,group B,associate's degree,standard,none,49,52,54
+485,male,group C,high school,standard,none,70,74,71
+486,male,group D,some college,free/reduced,none,61,47,56
+487,female,group C,associate's degree,free/reduced,none,60,75,74
+488,male,group B,some high school,standard,completed,64,53,57
+489,male,group A,associate's degree,free/reduced,completed,79,82,82
+490,female,group A,associate's degree,free/reduced,none,65,85,76
+491,female,group C,associate's degree,standard,none,64,64,70
+492,female,group C,some college,standard,none,83,83,90
+493,female,group C,bachelor's degree,standard,none,81,88,90
+494,female,group B,high school,standard,none,54,64,68
+495,male,group D,high school,standard,completed,68,64,66
+496,female,group C,some college,standard,none,54,48,52
+497,female,group D,some college,free/reduced,completed,59,78,76
+498,female,group B,some high school,standard,none,66,69,68
+499,male,group E,some college,standard,none,76,71,72
+500,female,group D,master's degree,standard,none,74,79,82
+501,female,group B,associate's degree,standard,completed,94,87,92
+502,male,group C,some college,free/reduced,none,63,61,54
+503,female,group E,associate's degree,standard,completed,95,89,92
+504,female,group D,master's degree,free/reduced,none,40,59,54
+505,female,group B,some high school,standard,none,82,82,80
+506,male,group A,high school,standard,none,68,70,66
+507,male,group B,bachelor's degree,free/reduced,none,55,59,54
+508,male,group C,master's degree,standard,none,79,78,77
+509,female,group C,bachelor's degree,standard,none,86,92,87
+510,male,group D,some college,standard,none,76,71,73
+511,male,group A,some high school,standard,none,64,50,43
+512,male,group D,some high school,free/reduced,none,62,49,52
+513,female,group B,some high school,standard,completed,54,61,62
+514,female,group B,master's degree,free/reduced,completed,77,97,94
+515,female,group C,some high school,standard,completed,76,87,85
+516,female,group D,some college,standard,none,74,89,84
+517,female,group E,some college,standard,completed,66,74,73
+518,female,group D,some high school,standard,completed,66,78,78
+519,female,group B,high school,free/reduced,completed,67,78,79
+520,male,group D,some college,standard,none,71,49,52
+521,female,group C,associate's degree,standard,none,91,86,84
+522,male,group D,bachelor's degree,standard,none,69,58,57
+523,male,group C,master's degree,free/reduced,none,54,59,50
+524,male,group C,high school,standard,completed,53,52,49
+525,male,group E,some college,standard,none,68,60,59
+526,male,group C,some high school,free/reduced,completed,56,61,60
+527,female,group C,high school,free/reduced,none,36,53,43
+528,female,group D,bachelor's degree,free/reduced,none,29,41,47
+529,female,group C,associate's degree,standard,none,62,74,70
+530,female,group C,associate's degree,standard,completed,68,67,73
+531,female,group C,some high school,standard,none,47,54,53
+532,male,group E,associate's degree,standard,completed,62,61,58
+533,female,group E,associate's degree,standard,completed,79,88,94
+534,male,group B,high school,standard,completed,73,69,68
+535,female,group C,bachelor's degree,free/reduced,completed,66,83,83
+536,male,group C,associate's degree,standard,completed,51,60,58
+537,female,group D,high school,standard,none,51,66,62
+538,male,group E,bachelor's degree,standard,completed,85,66,71
+539,male,group A,associate's degree,standard,completed,97,92,86
+540,male,group C,high school,standard,completed,75,69,68
+541,male,group D,associate's degree,free/reduced,completed,79,82,80
+542,female,group C,associate's degree,standard,none,81,77,79
+543,female,group D,associate's degree,standard,none,82,95,89
+544,female,group D,master's degree,standard,none,64,63,66
+545,male,group E,some high school,free/reduced,completed,78,83,80
+546,female,group A,some high school,standard,completed,92,100,97
+547,male,group C,high school,standard,completed,72,67,64
+548,female,group C,high school,free/reduced,none,62,67,64
+549,male,group C,master's degree,standard,none,79,72,69
+550,male,group C,some high school,free/reduced,none,79,76,65
+551,male,group B,bachelor's degree,free/reduced,completed,87,90,88
+552,female,group B,associate's degree,standard,none,40,48,50
+553,male,group D,some college,free/reduced,none,77,62,64
+554,male,group E,associate's degree,standard,none,53,45,40
+555,female,group C,some college,free/reduced,none,32,39,33
+556,female,group C,associate's degree,standard,completed,55,72,79
+557,male,group C,master's degree,free/reduced,none,61,67,66
+558,female,group B,associate's degree,free/reduced,none,53,70,70
+559,male,group D,some high school,standard,none,73,66,62
+560,female,group D,some college,standard,completed,74,75,79
+561,female,group C,some college,standard,none,63,74,74
+562,male,group C,bachelor's degree,standard,completed,96,90,92
+563,female,group D,some college,free/reduced,completed,63,80,80
+564,male,group B,bachelor's degree,free/reduced,none,48,51,46
+565,male,group B,associate's degree,standard,none,48,43,45
+566,female,group E,bachelor's degree,free/reduced,completed,92,100,100
+567,female,group D,master's degree,free/reduced,completed,61,71,78
+568,male,group B,high school,free/reduced,none,63,48,47
+569,male,group D,bachelor's degree,free/reduced,none,68,68,67
+570,male,group B,some college,standard,completed,71,75,70
+571,male,group A,bachelor's degree,standard,none,91,96,92
+572,female,group C,some college,standard,none,53,62,56
+573,female,group C,high school,free/reduced,completed,50,66,64
+574,female,group E,high school,standard,none,74,81,71
+575,male,group A,associate's degree,free/reduced,completed,40,55,53
+576,male,group A,some college,standard,completed,61,51,52
+577,female,group B,high school,standard,none,81,91,89
+578,female,group B,some college,free/reduced,completed,48,56,58
+579,female,group D,master's degree,standard,none,53,61,68
+580,female,group D,some high school,standard,none,81,97,96
+581,female,group E,some high school,standard,none,77,79,80
+582,female,group D,bachelor's degree,free/reduced,none,63,73,78
+583,female,group D,associate's degree,standard,completed,73,75,80
+584,female,group D,some college,standard,none,69,77,77
+585,female,group C,associate's degree,standard,none,65,76,76
+586,female,group A,high school,standard,none,55,73,73
+587,female,group C,bachelor's degree,free/reduced,none,44,63,62
+588,female,group C,some college,standard,none,54,64,65
+589,female,group A,some high school,standard,none,48,66,65
+590,male,group C,some college,free/reduced,none,58,57,54
+591,male,group A,some high school,standard,none,71,62,50
+592,male,group E,bachelor's degree,standard,none,68,68,64
+593,female,group E,high school,standard,none,74,76,73
+594,female,group C,bachelor's degree,standard,completed,92,100,99
+595,female,group C,bachelor's degree,standard,completed,56,79,72
+596,male,group B,high school,free/reduced,none,30,24,15
+597,male,group A,some high school,standard,none,53,54,48
+598,female,group D,high school,standard,none,69,77,73
+599,female,group D,some high school,standard,none,65,82,81
+600,female,group D,master's degree,standard,none,54,60,63
+601,female,group C,high school,standard,none,29,29,30
+602,female,group E,some college,standard,none,76,78,80
+603,male,group D,high school,free/reduced,none,60,57,51
+604,male,group D,master's degree,free/reduced,completed,84,89,90
+605,male,group C,some high school,standard,none,75,72,62
+606,female,group C,associate's degree,standard,none,85,84,82
+607,female,group C,master's degree,free/reduced,none,40,58,54
+608,female,group E,some college,standard,none,61,64,62
+609,female,group B,associate's degree,standard,none,58,63,65
+610,male,group D,some college,free/reduced,completed,69,60,63
+611,female,group C,some college,standard,none,58,59,66
+612,male,group C,bachelor's degree,standard,completed,94,90,91
+613,female,group C,associate's degree,standard,none,65,77,74
+614,female,group A,associate's degree,standard,none,82,93,93
+615,female,group C,high school,standard,none,60,68,72
+616,female,group E,bachelor's degree,standard,none,37,45,38
+617,male,group D,bachelor's degree,standard,none,88,78,83
+618,male,group D,master's degree,standard,none,95,81,84
+619,male,group C,associate's degree,free/reduced,completed,65,73,68
+620,female,group C,high school,free/reduced,none,35,61,54
+621,male,group B,bachelor's degree,free/reduced,none,62,63,56
+622,male,group C,high school,free/reduced,completed,58,51,52
+623,male,group A,some college,standard,completed,100,96,86
+624,female,group E,bachelor's degree,free/reduced,none,61,58,62
+625,male,group D,some college,standard,completed,100,97,99
+626,male,group B,associate's degree,free/reduced,completed,69,70,63
+627,male,group D,associate's degree,standard,none,61,48,46
+628,male,group D,some college,free/reduced,none,49,57,46
+629,female,group C,some high school,standard,completed,44,51,55
+630,male,group D,some college,standard,none,67,64,70
+631,male,group B,high school,standard,none,79,60,65
+632,female,group B,bachelor's degree,standard,completed,66,74,81
+633,female,group C,high school,standard,none,75,88,85
+634,male,group D,some high school,standard,none,84,84,80
+635,male,group A,high school,standard,none,71,74,64
+636,female,group B,high school,free/reduced,completed,67,80,81
+637,female,group D,some high school,standard,completed,80,92,88
+638,male,group E,some college,standard,none,86,76,74
+639,female,group D,associate's degree,standard,none,76,74,73
+640,male,group D,high school,standard,none,41,52,51
+641,female,group D,associate's degree,free/reduced,completed,74,88,90
+642,female,group B,some high school,free/reduced,none,72,81,79
+643,female,group E,high school,standard,completed,74,79,80
+644,male,group B,high school,standard,none,70,65,60
+645,female,group B,bachelor's degree,standard,completed,65,81,81
+646,female,group D,associate's degree,standard,none,59,70,65
+647,female,group E,high school,free/reduced,none,64,62,68
+648,female,group B,high school,standard,none,50,53,55
+649,female,group D,some college,standard,completed,69,79,81
+650,male,group C,some high school,free/reduced,completed,51,56,53
+651,female,group A,high school,standard,completed,68,80,76
+652,female,group D,some college,standard,completed,85,86,98
+653,female,group A,associate's degree,standard,completed,65,70,74
+654,female,group B,some high school,standard,none,73,79,79
+655,female,group B,some college,standard,none,62,67,67
+656,male,group C,associate's degree,free/reduced,none,77,67,64
+657,male,group D,some high school,standard,none,69,66,61
+658,female,group D,associate's degree,free/reduced,none,43,60,58
+659,male,group D,associate's degree,standard,none,90,87,85
+660,male,group C,some college,free/reduced,none,74,77,73
+661,male,group C,some high school,standard,none,73,66,63
+662,female,group D,some college,free/reduced,none,55,71,69
+663,female,group C,high school,standard,none,65,69,67
+664,male,group D,associate's degree,standard,none,80,63,63
+665,female,group C,some high school,free/reduced,completed,50,60,60
+666,female,group C,some college,free/reduced,completed,63,73,71
+667,female,group B,bachelor's degree,free/reduced,none,77,85,87
+668,male,group C,some college,standard,none,73,74,61
+669,male,group D,associate's degree,standard,completed,81,72,77
+670,female,group C,high school,free/reduced,none,66,76,68
+671,male,group D,associate's degree,free/reduced,none,52,57,50
+672,female,group C,some college,standard,none,69,78,76
+673,female,group C,associate's degree,standard,completed,65,84,84
+674,female,group D,high school,standard,completed,69,77,78
+675,female,group B,some college,standard,completed,50,64,66
+676,female,group E,some college,standard,completed,73,78,76
+677,female,group C,some high school,standard,completed,70,82,76
+678,male,group D,associate's degree,free/reduced,none,81,75,78
+679,male,group D,some college,free/reduced,none,63,61,60
+680,female,group D,high school,standard,none,67,72,74
+681,male,group B,high school,standard,none,60,68,60
+682,male,group B,high school,standard,none,62,55,54
+683,female,group C,some high school,free/reduced,completed,29,40,44
+684,male,group B,some college,standard,completed,62,66,68
+685,female,group E,master's degree,standard,completed,94,99,100
+686,male,group E,some college,standard,completed,85,75,68
+687,male,group D,associate's degree,free/reduced,none,77,78,73
+688,male,group A,high school,free/reduced,none,53,58,44
+689,male,group E,some college,free/reduced,none,93,90,83
+690,female,group C,associate's degree,standard,none,49,53,53
+691,female,group E,associate's degree,free/reduced,none,73,76,78
+692,female,group C,bachelor's degree,free/reduced,completed,66,74,81
+693,female,group D,associate's degree,standard,none,77,77,73
+694,female,group C,some high school,standard,none,49,63,56
+695,female,group D,some college,free/reduced,none,79,89,86
+696,female,group C,associate's degree,standard,completed,75,82,90
+697,female,group A,bachelor's degree,standard,none,59,72,70
+698,female,group D,associate's degree,standard,completed,57,78,79
+699,male,group C,high school,free/reduced,none,66,66,59
+700,female,group E,bachelor's degree,standard,completed,79,81,82
+701,female,group B,some high school,standard,none,57,67,72
+702,male,group A,bachelor's degree,standard,completed,87,84,87
+703,female,group D,some college,standard,none,63,64,67
+704,female,group B,some high school,free/reduced,completed,59,63,64
+705,male,group A,bachelor's degree,free/reduced,none,62,72,65
+706,male,group D,high school,standard,none,46,34,36
+707,male,group C,some college,standard,none,66,59,52
+708,male,group D,high school,standard,none,89,87,79
+709,female,group D,associate's degree,free/reduced,completed,42,61,58
+710,male,group C,some college,standard,completed,93,84,90
+711,female,group E,some high school,standard,completed,80,85,85
+712,female,group D,some college,standard,none,98,100,99
+713,male,group D,master's degree,standard,none,81,81,84
+714,female,group B,some high school,standard,completed,60,70,74
+715,female,group B,associate's degree,free/reduced,completed,76,94,87
+716,male,group C,associate's degree,standard,completed,73,78,72
+717,female,group C,associate's degree,standard,completed,96,96,99
+718,female,group C,high school,standard,none,76,76,74
+719,male,group E,associate's degree,free/reduced,completed,91,73,80
+720,female,group C,some college,free/reduced,none,62,72,70
+721,male,group D,some high school,free/reduced,completed,55,59,59
+722,female,group B,some high school,free/reduced,completed,74,90,88
+723,male,group C,high school,standard,none,50,48,42
+724,male,group B,some college,standard,none,47,43,41
+725,male,group E,some college,standard,completed,81,74,71
+726,female,group E,associate's degree,standard,completed,65,75,77
+727,male,group E,some high school,standard,completed,68,51,57
+728,female,group D,high school,free/reduced,none,73,92,84
+729,male,group C,some college,standard,none,53,39,37
+730,female,group B,associate's degree,free/reduced,completed,68,77,80
+731,male,group A,some high school,free/reduced,none,55,46,43
+732,female,group C,some college,standard,completed,87,89,94
+733,male,group D,some high school,standard,none,55,47,44
+734,female,group E,some college,free/reduced,none,53,58,57
+735,male,group C,master's degree,standard,none,67,57,59
+736,male,group C,associate's degree,standard,none,92,79,84
+737,female,group B,some college,free/reduced,completed,53,66,73
+738,male,group D,associate's degree,standard,none,81,71,73
+739,male,group C,high school,free/reduced,none,61,60,55
+740,male,group D,bachelor's degree,standard,none,80,73,72
+741,female,group A,associate's degree,free/reduced,none,37,57,56
+742,female,group C,high school,standard,none,81,84,82
+743,female,group C,associate's degree,standard,completed,59,73,72
+744,male,group B,some college,free/reduced,none,55,55,47
+745,male,group D,associate's degree,standard,none,72,79,74
+746,male,group D,high school,standard,none,69,75,71
+747,male,group C,some college,standard,none,69,64,68
+748,female,group C,bachelor's degree,free/reduced,none,50,60,59
+749,male,group B,some college,standard,completed,87,84,86
+750,male,group D,some high school,standard,completed,71,69,68
+751,male,group E,some college,standard,none,68,72,65
+752,male,group C,master's degree,free/reduced,completed,79,77,75
+753,female,group C,some high school,standard,completed,77,90,85
+754,male,group C,associate's degree,free/reduced,none,58,55,53
+755,female,group E,associate's degree,standard,none,84,95,92
+756,male,group D,some college,standard,none,55,58,52
+757,male,group E,bachelor's degree,free/reduced,completed,70,68,72
+758,female,group D,some college,free/reduced,completed,52,59,65
+759,male,group B,some college,standard,completed,69,77,77
+760,female,group C,high school,free/reduced,none,53,72,64
+761,female,group D,some high school,standard,none,48,58,54
+762,male,group D,some high school,standard,completed,78,81,86
+763,female,group B,high school,standard,none,62,62,63
+764,male,group D,some college,standard,none,60,63,59
+765,female,group B,high school,standard,none,74,72,72
+766,female,group C,high school,standard,completed,58,75,77
+767,male,group B,high school,standard,completed,76,62,60
+768,female,group D,some high school,standard,none,68,71,75
+769,male,group A,some college,free/reduced,none,58,60,57
+770,male,group B,high school,standard,none,52,48,49
+771,male,group D,bachelor's degree,standard,none,75,73,74
+772,female,group B,some high school,free/reduced,completed,52,67,72
+773,female,group C,bachelor's degree,free/reduced,none,62,78,79
+774,male,group B,some college,standard,none,66,65,60
+775,female,group B,some high school,free/reduced,none,49,58,55
+776,female,group B,high school,standard,none,66,72,70
+777,female,group C,some college,free/reduced,none,35,44,43
+778,female,group A,some college,standard,completed,72,79,82
+779,male,group E,associate's degree,standard,completed,94,85,82
+780,female,group D,associate's degree,free/reduced,none,46,56,57
+781,female,group B,master's degree,standard,none,77,90,84
+782,female,group B,high school,free/reduced,completed,76,85,82
+783,female,group C,associate's degree,standard,completed,52,59,62
+784,male,group C,bachelor's degree,standard,completed,91,81,79
+785,female,group B,some high school,standard,completed,32,51,44
+786,female,group E,some high school,free/reduced,none,72,79,77
+787,female,group B,some college,standard,none,19,38,32
+788,male,group C,associate's degree,free/reduced,none,68,65,61
+789,female,group C,master's degree,free/reduced,none,52,65,61
+790,female,group B,high school,standard,none,48,62,60
+791,female,group D,some college,free/reduced,none,60,66,70
+792,male,group D,high school,free/reduced,none,66,74,69
+793,male,group E,some high school,standard,completed,89,84,77
+794,female,group B,high school,standard,none,42,52,51
+795,female,group E,associate's degree,free/reduced,completed,57,68,73
+796,male,group D,high school,standard,none,70,70,70
+797,female,group E,associate's degree,free/reduced,none,70,84,81
+798,male,group E,some college,standard,none,69,60,54
+799,female,group C,associate's degree,standard,none,52,55,57
+800,male,group C,some high school,standard,completed,67,73,68
+801,male,group C,some high school,standard,completed,76,80,73
+802,female,group E,associate's degree,standard,none,87,94,95
+803,female,group B,some college,standard,none,82,85,87
+804,female,group C,some college,standard,none,73,76,78
+805,male,group A,some college,free/reduced,none,75,81,74
+806,female,group D,some college,free/reduced,none,64,74,75
+807,female,group E,high school,free/reduced,none,41,45,40
+808,male,group C,high school,standard,none,90,75,69
+809,male,group B,bachelor's degree,standard,none,59,54,51
+810,male,group A,some high school,standard,none,51,31,36
+811,male,group A,high school,free/reduced,none,45,47,49
+812,female,group C,master's degree,standard,completed,54,64,67
+813,male,group E,some high school,standard,completed,87,84,76
+814,female,group C,high school,standard,none,72,80,83
+815,male,group B,some high school,standard,completed,94,86,87
+816,female,group A,bachelor's degree,standard,none,45,59,64
+817,male,group D,bachelor's degree,free/reduced,completed,61,70,76
+818,female,group B,high school,free/reduced,none,60,72,68
+819,female,group C,some high school,standard,none,77,91,88
+820,female,group A,some high school,standard,completed,85,90,92
+821,female,group D,bachelor's degree,free/reduced,none,78,90,93
+822,male,group E,some college,free/reduced,completed,49,52,51
+823,female,group B,high school,free/reduced,none,71,87,82
+824,female,group C,some high school,free/reduced,none,48,58,52
+825,male,group C,high school,standard,none,62,67,58
+826,female,group C,associate's degree,free/reduced,completed,56,68,70
+827,female,group C,some high school,standard,none,65,69,76
+828,female,group D,some high school,free/reduced,completed,69,86,81
+829,male,group B,some high school,standard,none,68,54,53
+830,female,group A,some college,free/reduced,none,61,60,57
+831,female,group C,bachelor's degree,free/reduced,completed,74,86,89
+832,male,group A,bachelor's degree,standard,none,64,60,58
+833,female,group B,high school,standard,completed,77,82,89
+834,male,group B,some college,standard,none,58,50,45
+835,female,group C,high school,standard,completed,60,64,74
+836,male,group E,high school,standard,none,73,64,57
+837,female,group A,high school,standard,completed,75,82,79
+838,male,group B,associate's degree,free/reduced,completed,58,57,53
+839,female,group C,associate's degree,standard,none,66,77,73
+840,female,group D,high school,free/reduced,none,39,52,46
+841,male,group C,some high school,standard,none,64,58,51
+842,female,group B,high school,free/reduced,completed,23,44,36
+843,male,group B,some college,free/reduced,completed,74,77,76
+844,female,group D,some high school,free/reduced,completed,40,65,64
+845,male,group E,master's degree,standard,none,90,85,84
+846,male,group C,master's degree,standard,completed,91,85,85
+847,male,group D,high school,standard,none,64,54,50
+848,female,group C,high school,standard,none,59,72,68
+849,male,group D,associate's degree,standard,none,80,75,69
+850,male,group C,master's degree,standard,none,71,67,67
+851,female,group A,high school,standard,none,61,68,63
+852,female,group E,some college,standard,none,87,85,93
+853,male,group E,some high school,standard,none,82,67,61
+854,male,group C,some high school,standard,none,62,64,55
+855,female,group B,bachelor's degree,standard,none,97,97,96
+856,male,group B,some college,free/reduced,none,75,68,65
+857,female,group C,bachelor's degree,standard,none,65,79,81
+858,male,group B,high school,standard,completed,52,49,46
+859,male,group C,associate's degree,free/reduced,none,87,73,72
+860,female,group C,associate's degree,standard,none,53,62,53
+861,female,group E,master's degree,free/reduced,none,81,86,87
+862,male,group D,bachelor's degree,free/reduced,completed,39,42,38
+863,female,group C,some college,standard,completed,71,71,80
+864,male,group C,associate's degree,standard,none,97,93,91
+865,male,group D,some college,standard,completed,82,82,88
+866,male,group C,high school,free/reduced,none,59,53,52
+867,male,group B,associate's degree,standard,none,61,42,41
+868,male,group E,associate's degree,free/reduced,completed,78,74,72
+869,male,group C,associate's degree,free/reduced,none,49,51,51
+870,male,group B,high school,standard,none,59,58,47
+871,female,group C,some college,standard,completed,70,72,76
+872,male,group B,associate's degree,standard,completed,82,84,78
+873,male,group E,associate's degree,free/reduced,none,90,90,82
+874,female,group C,bachelor's degree,free/reduced,none,43,62,61
+875,male,group C,some college,free/reduced,none,80,64,66
+876,male,group D,some college,standard,none,81,82,84
+877,male,group C,some high school,standard,none,57,61,54
+878,female,group D,some high school,standard,none,59,72,80
+879,female,group D,associate's degree,standard,none,64,76,74
+880,male,group C,bachelor's degree,standard,completed,63,64,66
+881,female,group E,bachelor's degree,standard,completed,71,70,70
+882,female,group B,high school,free/reduced,none,64,73,71
+883,male,group D,bachelor's degree,free/reduced,none,55,46,44
+884,female,group E,associate's degree,standard,none,51,51,54
+885,female,group C,associate's degree,standard,completed,62,76,80
+886,female,group E,associate's degree,standard,completed,93,100,95
+887,male,group C,high school,free/reduced,none,54,72,59
+888,female,group D,some college,free/reduced,none,69,65,74
+889,male,group D,high school,free/reduced,none,44,51,48
+890,female,group E,some college,standard,completed,86,85,91
+891,female,group E,associate's degree,standard,none,85,92,85
+892,female,group A,master's degree,free/reduced,none,50,67,73
+893,male,group D,some high school,standard,completed,88,74,75
+894,female,group E,associate's degree,standard,none,59,62,69
+895,female,group E,some high school,free/reduced,none,32,34,38
+896,male,group B,high school,free/reduced,none,36,29,27
+897,female,group B,some high school,free/reduced,completed,63,78,79
+898,male,group D,associate's degree,standard,completed,67,54,63
+899,female,group D,some high school,standard,completed,65,78,82
+900,male,group D,master's degree,standard,none,85,84,89
+901,female,group C,master's degree,standard,none,73,78,74
+902,female,group A,high school,free/reduced,completed,34,48,41
+903,female,group D,bachelor's degree,free/reduced,completed,93,100,100
+904,female,group D,some high school,free/reduced,none,67,84,84
+905,male,group D,some college,standard,none,88,77,77
+906,male,group B,high school,standard,none,57,48,51
+907,female,group D,some college,standard,completed,79,84,91
+908,female,group C,bachelor's degree,free/reduced,none,67,75,72
+909,male,group E,bachelor's degree,standard,completed,70,64,70
+910,male,group D,bachelor's degree,free/reduced,none,50,42,48
+911,female,group A,some college,standard,none,69,84,82
+912,female,group C,bachelor's degree,standard,completed,52,61,66
+913,female,group C,bachelor's degree,free/reduced,completed,47,62,66
+914,female,group B,associate's degree,free/reduced,none,46,61,55
+915,female,group E,some college,standard,none,68,70,66
+916,male,group E,bachelor's degree,standard,completed,100,100,100
+917,female,group C,high school,standard,none,44,61,52
+918,female,group C,associate's degree,standard,completed,57,77,80
+919,male,group B,some college,standard,completed,91,96,91
+920,male,group D,high school,free/reduced,none,69,70,67
+921,female,group C,high school,free/reduced,none,35,53,46
+922,male,group D,high school,standard,none,72,66,66
+923,female,group B,associate's degree,free/reduced,none,54,65,65
+924,male,group D,high school,free/reduced,none,74,70,69
+925,male,group E,some high school,standard,completed,74,64,60
+926,male,group E,associate's degree,free/reduced,none,64,56,52
+927,female,group D,high school,free/reduced,completed,65,61,71
+928,male,group E,associate's degree,free/reduced,completed,46,43,44
+929,female,group C,some high school,free/reduced,none,48,56,51
+930,male,group C,some college,free/reduced,completed,67,74,70
+931,male,group D,some college,free/reduced,none,62,57,62
+932,male,group D,associate's degree,free/reduced,completed,61,71,73
+933,male,group C,bachelor's degree,free/reduced,completed,70,75,74
+934,male,group C,associate's degree,standard,completed,98,87,90
+935,male,group D,some college,free/reduced,none,70,63,58
+936,male,group A,associate's degree,standard,none,67,57,53
+937,female,group E,high school,free/reduced,none,57,58,57
+938,male,group D,some college,standard,completed,85,81,85
+939,male,group D,some high school,standard,completed,77,68,69
+940,male,group C,master's degree,free/reduced,completed,72,66,72
+941,female,group D,master's degree,standard,none,78,91,96
+942,male,group C,high school,standard,none,81,66,64
+943,male,group A,some high school,free/reduced,completed,61,62,61
+944,female,group B,high school,standard,none,58,68,61
+945,female,group C,associate's degree,standard,none,54,61,58
+946,male,group B,high school,standard,none,82,82,80
+947,female,group D,some college,free/reduced,none,49,58,60
+948,male,group B,some high school,free/reduced,completed,49,50,52
+949,female,group E,high school,free/reduced,completed,57,75,73
+950,male,group E,high school,standard,none,94,73,71
+951,female,group D,some college,standard,completed,75,77,83
+952,female,group E,some high school,free/reduced,none,74,74,72
+953,male,group C,high school,standard,completed,58,52,54
+954,female,group C,some college,standard,none,62,69,69
+955,male,group E,associate's degree,standard,none,72,57,62
+956,male,group C,some college,standard,none,84,87,81
+957,female,group D,master's degree,standard,none,92,100,100
+958,female,group D,high school,standard,none,45,63,59
+959,male,group C,high school,standard,none,75,81,71
+960,female,group A,some college,standard,none,56,58,64
+961,female,group D,some high school,free/reduced,none,48,54,53
+962,female,group E,associate's degree,standard,none,100,100,100
+963,female,group C,some high school,free/reduced,completed,65,76,75
+964,male,group D,some college,standard,none,72,57,58
+965,female,group D,some college,standard,none,62,70,72
+966,male,group A,some high school,standard,completed,66,68,64
+967,male,group C,some college,standard,none,63,63,60
+968,female,group E,associate's degree,standard,none,68,76,67
+969,female,group B,bachelor's degree,standard,none,75,84,80
+970,female,group D,bachelor's degree,standard,none,89,100,100
+971,male,group C,some high school,standard,completed,78,72,69
+972,female,group A,high school,free/reduced,completed,53,50,60
+973,female,group D,some college,free/reduced,none,49,65,61
+974,female,group A,some college,standard,none,54,63,67
+975,female,group C,some college,standard,completed,64,82,77
+976,male,group B,some college,free/reduced,completed,60,62,60
+977,male,group C,associate's degree,standard,none,62,65,58
+978,male,group D,high school,standard,completed,55,41,48
+979,female,group C,associate's degree,standard,none,91,95,94
+980,female,group B,high school,free/reduced,none,8,24,23
+981,male,group D,some high school,standard,none,81,78,78
+982,male,group B,some high school,standard,completed,79,85,86
+983,female,group A,some college,standard,completed,78,87,91
+984,female,group C,some high school,standard,none,74,75,82
+985,male,group A,high school,standard,none,57,51,54
+986,female,group C,associate's degree,standard,none,40,59,51
+987,male,group E,some high school,standard,completed,81,75,76
+988,female,group A,some high school,free/reduced,none,44,45,45
+989,female,group D,some college,free/reduced,completed,67,86,83
+990,male,group E,high school,free/reduced,completed,86,81,75
+991,female,group B,some high school,standard,completed,65,82,78
+992,female,group D,associate's degree,free/reduced,none,55,76,76
+993,female,group D,bachelor's degree,free/reduced,none,62,72,74
+994,male,group A,high school,standard,none,63,63,62
+995,female,group E,master's degree,standard,completed,88,99,95
+996,male,group C,high school,free/reduced,none,62,55,55
+997,female,group C,high school,free/reduced,completed,59,71,65
+998,female,group D,some college,standard,completed,68,78,77
+999,female,group D,some college,free/reduced,none,77,86,86