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@ -3795,7 +3795,7 @@
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"dirty_data['country_clean'] = dirty_data['country'].str.lower().map(country_mapping)\n",
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"dirty_data['country_clean'] = dirty_data['country'].str.lower().map(country_mapping)\n",
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"\n",
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"\n",
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"print(\"Before standardization:\")\n",
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"print(\"Before standardization:\")\n",
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"print(dirty_data[['country']].value_counts())\n",
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"print(dirty_data['country'].value_counts())\n",
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"print(\"\\nAfter standardization:\")\n",
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"print(\"\\nAfter standardization:\")\n",
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"print(dirty_data[['country_clean']].value_counts())"
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"print(dirty_data[['country_clean']].value_counts())"
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]
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]
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