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Update Data Science Workbook - Census Income Dataset.ipynb #7

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Update Data Science Workbook - Census Income Dataset.ipynb #7

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Update Data Science Workbook - Census Income Dataset.ipynb
manishasihag0 Dec 20, 2021
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Update README.md
manishasihag0 Dec 21, 2021
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Update Data Science Workbook - Census Income Dataset.ipynb
manishasihag0 Dec 21, 2021
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8 changes: 6 additions & 2 deletions Data Science Workbook - Census Income Dataset.ipynb
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"# Data Manipulation \n",
"import numpy as np\n",
"import pandas as pd\n",
"# For python3 users \n",
"from pandas.compat import StringIO\n",
"from pandas.compat import BytesIO\n",
"import subprocess\n",
"\n",
"# Visualization \n",
"import matplotlib.pyplot as plt\n",
"import missingno\n",
"import seaborn as sns\n",
"from pandas.tools.plotting import scatter_matrix\n",
"from pandas.plotting import scatter_matrix\n",
"from mpl_toolkits.mplot3d import Axes3D\n",
"\n",
"# Feature Selection and Encoding\n",
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}
],
"source": [
"conda_packages_list = StringIO.StringIO(subprocess.Popen([\"conda\", \"list\"], \n",
"conda_packages_list = BytesIO(subprocess.Popen([\"conda\", \"list\"], \n",
" stdout=subprocess.PIPE).communicate()[0])\n",
"conda_packages_list = pd.read_csv(conda_packages_list, \n",
" names=['Package Name','Version','Python Version','Repo','Other'], \n",
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4 changes: 2 additions & 2 deletions README.md
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Data Science Notebook on a Classification Task

## Objective
In the Jupyter Notebook included in this page, we will using the Census Income Dataset to predict whether an individual's income exceeds $50K/yr based on census data.
In the Jupyter Notebook included in this page, we will be using the Census Income Dataset to predict whether an individual's income exceeds $50K/yr based on census data.

The Dataset can be found here:
- https://archive.ics.uci.edu/ml/datasets/adult
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## Troubleshooting Docker
Here's a few useful commands in case something goes wrong with your docker instance:
Here are a few useful commands in case something goes wrong with your docker instance:

```shell
# Restart Jupyter Docker Container
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