---
title: "Discussion on \"Dealing with missing data\" | Hashnode"
description: "Discussion on \"Dealing with missing data\". import pandas as pd\nfrom io import StringIO\nimport sys\n\ncsv_data = \\\n'''A,B,C,D\n1.0,2.0,3.0,4.0\n5.0,6.0,,8.0\n10.0,11.0,12.0,'''\n\nif (sys.version_info < (3, 0)):\n    csv_data = unicode(csv_data)\n\ndf = pd.read_csv(StringIO(csv_data))\n\n\ndf.isnull().sum(..."
url: "https://hashnode.com/posts/dealing-with-missing-data/63f4851d10de491e996baf6c"
---

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# [Dealing with missing data](https://learningmachine.hashnode.dev/dealing-with-missing-data?utm_source=hashnode&utm_medium=feed)

import pandas as pd from io import StringIO import sys csv\_data = \\ '''A,B,C,D 1.0,2.0,3.0,4.0 5.0,6.0,,8.0 10.0,11.0,12.0,''' if (sys.version\_info < (3, 0)): csv\_data = unicode(csv\_data) df = pd.read\_csv(StringIO(csv\_data)) df.isnull().sum(...

Feb 21, 2023 · 1 min read · learningmachine.hashnode.dev  
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-   [#missing-data](https://hashnode.com/tag/missing-data)
-   [#imputation](https://hashnode.com/tag/imputation)
-   [#label-encoder](https://hashnode.com/tag/label-encoder)

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