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Updated lesson 12 notebooks to load data directly from URL. #93

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Merged
gperdrizet merged 1 commit into from
Nov 7, 2025
Merged

Updated lesson 12 notebooks to load data directly from URL. #93

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133 changes: 129 additions & 4 deletions notebooks/unit2/lesson_12/Lesson_12_activity.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -29,13 +29,124 @@
},
{
"cell_type": "code",
"execution_count": null,
"id": "9eb120c9",
"execution_count": 1,
"id": "8de14613",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9eb120c9",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>weather_condition</th>\n",
" <th>wind_strength</th>\n",
" <th>temperature_c</th>\n",
" <th>rainfall_inches</th>\n",
" <th>humidity_percent</th>\n",
" <th>pressure_hpa</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Sunny</td>\n",
" <td>Light Breeze</td>\n",
" <td>8.2</td>\n",
" <td>0.13</td>\n",
" <td>48.8</td>\n",
" <td>1016.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Snowy</td>\n",
" <td>Gale</td>\n",
" <td>1.6</td>\n",
" <td>0.29</td>\n",
" <td>89.6</td>\n",
" <td>1009.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Rainy</td>\n",
" <td>Strong Wind</td>\n",
" <td>7.3</td>\n",
" <td>0.01</td>\n",
" <td>100.0</td>\n",
" <td>1003.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Cloudy</td>\n",
" <td>Light Breeze</td>\n",
" <td>21.6</td>\n",
" <td>0.62</td>\n",
" <td>49.3</td>\n",
" <td>1006.9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Sunny</td>\n",
" <td>Calm</td>\n",
" <td>12.0</td>\n",
" <td>1.09</td>\n",
" <td>38.6</td>\n",
" <td>1016.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" weather_condition wind_strength temperature_c rainfall_inches \\\n",
"0 Sunny Light Breeze 8.2 0.13 \n",
"1 Snowy Gale 1.6 0.29 \n",
"2 Rainy Strong Wind 7.3 0.01 \n",
"3 Cloudy Light Breeze 21.6 0.62 \n",
"4 Sunny Calm 12.0 1.09 \n",
"\n",
" humidity_percent pressure_hpa \n",
"0 48.8 1016.5 \n",
"1 89.6 1009.4 \n",
"2 100.0 1003.3 \n",
"3 49.3 1006.9 \n",
"4 38.6 1016.0 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Load the weather dataset\n",
"df = pd.read_csv('weather.csv')\n",
"url = 'https://gperdrizet.github.io/FSA_devops/assets/data/unit2/weather.csv'\n",
"df = pd.read_csv(url)\n",
"df.head()"
]
},
Expand Down Expand Up @@ -224,8 +335,22 @@
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"name": "python"
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.12"
}
},
"nbformat": 4,
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14 changes: 3 additions & 11 deletions notebooks/unit2/lesson_12/Lesson_12_linear_algebra_demo.ipynb
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Expand Up @@ -12,19 +12,10 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 1,
"id": "4b544dfa",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dataset shape: (500, 6)\n",
"\n",
"First few rows:\n"
]
},
{
"data": {
"text/html": [
Expand Down Expand Up @@ -125,7 +116,8 @@
"import pandas as pd\n",
"\n",
"# Display dataset info\n",
"df = pd.read_csv('fitness.csv')\n",
"url = 'https://gperdrizet.github.io/FSA_devops/assets/data/unit2/fitness.csv'\n",
"df = pd.read_csv(url)\n",
"df.head()"
]
},
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3 changes: 2 additions & 1 deletion notebooks/unit2/lesson_12/Lesson_12_statistics_demo.ipynb
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Expand Up @@ -136,7 +136,8 @@
}
],
"source": [
"df = pd.read_csv('weather.csv')\n",
"url = 'https://gperdrizet.github.io/FSA_devops/assets/data/unit2/weather.csv'\n",
"df = pd.read_csv(url)\n",
"df.head()"
]
},
Expand Down