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@ -31,6 +31,57 @@
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"df = pd.read_csv(\"..//..//static//csv//StudentsPerformance.csv\")\n",
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"print (df.columns)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"<class 'pandas.core.frame.DataFrame'>\n",
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"RangeIndex: 1000 entries, 0 to 999\n",
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"Data columns (total 8 columns):\n",
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" # Column Non-Null Count Dtype \n",
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"--- ------ -------------- ----- \n",
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" 0 gender 1000 non-null object\n",
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" 1 race/ethnicity 1000 non-null object\n",
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" 2 parental level of education 1000 non-null object\n",
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" 3 lunch 1000 non-null object\n",
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" 4 test preparation course 1000 non-null object\n",
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" 5 math score 1000 non-null int64 \n",
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" 6 reading score 1000 non-null int64 \n",
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" 7 writing score 1000 non-null int64 \n",
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"dtypes: int64(3), object(5)\n",
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"memory usage: 62.6+ KB\n"
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]
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}
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],
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"source": [
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"df.info()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" count mean std min 25% 50% 75% max\n",
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"math score 1000.0 66.089 15.163080 0.0 57.00 66.0 77.0 100.0\n",
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"reading score 1000.0 69.169 14.600192 17.0 59.00 70.0 79.0 100.0\n",
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"writing score 1000.0 68.054 15.195657 10.0 57.75 69.0 79.0 100.0\n"
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]
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}
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],
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"source": [
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"print(df.describe().transpose())"
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]
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}
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],
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"metadata": {
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