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samples/04_gis_analysts_data_scientists/analyzing_growth_factors_of_airbnb_properties_in_new_york_city.ipynb

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"## Necessary Imports <a class=\"anchor\" id=\"117\"></a>"
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{
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"cell_type": "code",
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"execution_count": 3,
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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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"Collecting scikit-learn\n",
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" Obtaining dependency information for scikit-learn from https://files.pythonhosted.org/packages/1c/49/30ffcac5af06d08dfdd27da322ce31a373b733711bb272941877c1e4794a/scikit_learn-1.3.2-cp39-cp39-win_amd64.whl.metadata\n",
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" Downloading scikit_learn-1.3.2-cp39-cp39-win_amd64.whl.metadata (11 kB)\n",
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"Requirement already satisfied: numpy<2.0,>=1.17.3 in c:\\users\\tar12555\\appdata\\local\\esri\\conda\\envs\\arcgispro-py3-clone-1\\lib\\site-packages (from scikit-learn) (1.22.4)\n",
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"Requirement already satisfied: scipy>=1.5.0 in c:\\users\\tar12555\\appdata\\local\\esri\\conda\\envs\\arcgispro-py3-clone-1\\lib\\site-packages (from scikit-learn) (1.11.4)\n",
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"Collecting joblib>=1.1.1 (from scikit-learn)\n",
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" Obtaining dependency information for joblib>=1.1.1 from https://files.pythonhosted.org/packages/10/40/d551139c85db202f1f384ba8bcf96aca2f329440a844f924c8a0040b6d02/joblib-1.3.2-py3-none-any.whl.metadata\n",
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" Downloading joblib-1.3.2-py3-none-any.whl.metadata (5.4 kB)\n",
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"Collecting threadpoolctl>=2.0.0 (from scikit-learn)\n",
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" Obtaining dependency information for threadpoolctl>=2.0.0 from https://files.pythonhosted.org/packages/81/12/fd4dea011af9d69e1cad05c75f3f7202cdcbeac9b712eea58ca779a72865/threadpoolctl-3.2.0-py3-none-any.whl.metadata\n",
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" Downloading threadpoolctl-3.2.0-py3-none-any.whl.metadata (10.0 kB)\n",
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"Downloading scikit_learn-1.3.2-cp39-cp39-win_amd64.whl (9.3 MB)\n",
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" ---------------------------------------- 9.3/9.3 MB 28.3 MB/s eta 0:00:00\n",
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"Downloading joblib-1.3.2-py3-none-any.whl (302 kB)\n",
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" --------------------------------------- 302.2/302.2 kB 18.2 MB/s eta 0:00:00\n",
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"Downloading threadpoolctl-3.2.0-py3-none-any.whl (15 kB)\n",
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"Installing collected packages: threadpoolctl, joblib, scikit-learn\n",
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"Successfully installed joblib-1.3.2 scikit-learn-1.3.2 threadpoolctl-3.2.0\n"
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]
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"WARNING: Ignoring invalid distribution -cipy (c:\\users\\tar12555\\appdata\\local\\esri\\conda\\envs\\arcgispro-py3-clone-1\\lib\\site-packages)\n",
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"WARNING: Ignoring invalid distribution -cipy (c:\\users\\tar12555\\appdata\\local\\esri\\conda\\envs\\arcgispro-py3-clone-1\\lib\\site-packages)\n"
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]
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}
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],
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"source": [
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"!pip install scikit-learn"
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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": 106,

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