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documentation added and visuals added
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KaziAmitHasan committed Aug 19, 2021
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5 changes: 4 additions & 1 deletion README.md
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Expand Up @@ -38,8 +38,11 @@ Package available at https://pypi.org/project/data-inspector/


### Some visualizations

<img src="assets/feature_3.png" width= "950px" height="650px"/>
<br>
<img src="assets/feature_1.png" width= "550px" height="650px"/>
<br>
<img src="assets/feature_2.png" width= "550px" height="650px"/>
<img src="assets/feature_2.png" width= "950px" height="650px"/>


Binary file added assets/feature_3.png
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68 changes: 52 additions & 16 deletions notebook/example notebook.ipynb
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Expand Up @@ -26,23 +26,30 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Defaulting to user installation because normal site-packages is not writeable\n",
"Requirement already satisfied: data-inspector in /home/aci/.local/lib/python3.8/site-packages (0.0.8)\n",
"Requirement already satisfied: seaborn==0.11.1 in /home/aci/.local/lib/python3.8/site-packages (from data-inspector) (0.11.1)\n",
"Requirement already satisfied: pandas==1.1.2 in /home/aci/.local/lib/python3.8/site-packages (from data-inspector) (1.1.2)\n",
"Requirement already satisfied: numpy==1.18.5 in /home/aci/.local/lib/python3.8/site-packages (from data-inspector) (1.18.5)\n",
"Requirement already satisfied: scipy==1.6.2 in /usr/local/lib/python3.8/dist-packages (from data-inspector) (1.6.2)\n",
"Requirement already satisfied: matplotlib==3.1.2 in /usr/lib/python3/dist-packages (from data-inspector) (3.1.2)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /home/aci/.local/lib/python3.8/site-packages (from pandas==1.1.2->data-inspector) (2.8.1)\n",
"Requirement already satisfied: pytz>=2017.2 in /usr/lib/python3/dist-packages (from pandas==1.1.2->data-inspector) (2019.3)\n",
"Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil>=2.7.3->pandas==1.1.2->data-inspector) (1.14.0)\n",
"Collecting data-inspector==1.3\n",
" Downloading data_inspector-1.3-py3-none-any.whl (5.7 kB)\n",
"Requirement already satisfied: numpy==1.18.5 in /home/aci/.local/lib/python3.8/site-packages (from data-inspector==1.3) (1.18.5)\n",
"Requirement already satisfied: pandas==1.1.2 in /home/aci/.local/lib/python3.8/site-packages (from data-inspector==1.3) (1.1.2)\n",
"Requirement already satisfied: seaborn==0.11.1 in /home/aci/.local/lib/python3.8/site-packages (from data-inspector==1.3) (0.11.1)\n",
"Requirement already satisfied: scipy==1.6.2 in /usr/local/lib/python3.8/dist-packages (from data-inspector==1.3) (1.6.2)\n",
"Requirement already satisfied: matplotlib==3.1.2 in /usr/lib/python3/dist-packages (from data-inspector==1.3) (3.1.2)\n",
"Requirement already satisfied: pytz>=2017.2 in /usr/lib/python3/dist-packages (from pandas==1.1.2->data-inspector==1.3) (2019.3)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /home/aci/.local/lib/python3.8/site-packages (from pandas==1.1.2->data-inspector==1.3) (2.8.1)\n",
"Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil>=2.7.3->pandas==1.1.2->data-inspector==1.3) (1.14.0)\n",
"Installing collected packages: data-inspector\n",
" Attempting uninstall: data-inspector\n",
" Found existing installation: data-inspector 0.0.8\n",
" Uninstalling data-inspector-0.0.8:\n",
" Successfully uninstalled data-inspector-0.0.8\n",
"Successfully installed data-inspector-1.3\n",
"\u001b[33mWARNING: You are using pip version 21.0.1; however, version 21.2.4 is available.\n",
"You should consider upgrading via the '/usr/bin/python3.8 -m pip install --upgrade pip' command.\u001b[0m\n"
]
Expand All @@ -61,7 +68,7 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -71,7 +78,36 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from importlib.metadata import version"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'1.3'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"version('data_inspector')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -80,7 +116,7 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 6,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -221,7 +257,7 @@
"4 0 373450 8.0500 NaN S "
]
},
"execution_count": 8,
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -239,7 +275,7 @@
},
{
"cell_type": "code",
"execution_count": 15,
"execution_count": 7,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -268,7 +304,7 @@
},
{
"cell_type": "code",
"execution_count": 16,
"execution_count": 8,
"metadata": {},
"outputs": [
{
Expand Down

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