Merge pull request #82 from gperdrizet/dev

Fixes to dataset links

Author: gperdrizet

docs/datasets.md

@@ -33,7 +33,7 @@ permalink: /datasets/
                     <img src="https://raw.githubusercontent.com/FortAwesome/Font-Awesome/refs/heads/6.x/svgs/brands/github.svg" width="15" height="15">
                 </a>
                 {% else %}
-                <a href="https://github.com/gperdrizet/FSA_devops/blob/main/data/unit{{ unit.number }}/{{ data.file }}">
+                <a href="https://github.com/gperdrizet/FSA_devops/blob/main/data/unit{{ unit.number }}/{{ dataset.file }}">
                     <img src="https://raw.githubusercontent.com/FortAwesome/Font-Awesome/refs/heads/6.x/svgs/brands/github.svg" width="15" height="15">
                 </a>
                 {% endif %}

notebooks/unit2/lesson_10/Lesson_10_activity.ipynb

@@ -131,7 +131,7 @@
     "4. Show descriptive statistics for numerical columns using `.describe()`\n",
     "5. Find the average grade of all students\n",
     "\n",
-    "Students data file avalible for download here: [students.csv](https://gperdrizet.github.io/FSA_devops/assets/notebooks/unit2/students.csv)"
+    "Students data file avalible for download here: [students.csv](https://gperdrizet.github.io/FSA_devops/assets/data/unit2/students.csv)"
    ]
   },
   {
@@ -269,7 +269,7 @@
     "4. Find the product with the highest total value\n",
     "5. Calculate the grand total of all sales\n",
     "\n",
-    "Sales data file avalible for download here: [sales.csv](https://gperdrizet.github.io/FSA_devops/assets/notebooks/unit2/sales.csv)"
+    "Sales data file avalible for download here: [sales.csv](https://gperdrizet.github.io/FSA_devops/assets/data/unit2/sales.csv)"
    ]
   },
   {

notebooks/unit2/lesson_11/Lesson_11_activity_solution.ipynb

@@ -12,6 +12,8 @@
     "## Problem statement:\n",
     "Analyze the housing dataset using various types of plots to gain insights into the data.\n",
     "\n",
+    "Housing sales dataset avalible here: [housing_data.csv](https://gperdrizet.github.io/FSA_devops/assets/data/unit2/housing_data.csv)\n",
+    "\n",
     "## Steps to perform:\n",
     "1. Create a line plot to visualize the trend of house prices over the years.\n",
     "2. Use a scatter plot to visualize the relationship between two numerical variables, such as __LotArea__ and __SalePrice__.\n",
@@ -45,7 +47,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "id": "3d78949f",
    "metadata": {},
    "outputs": [
@@ -250,7 +252,7 @@
     }
    ],
    "source": [
-    "url = 'https://raw.githubusercontent.com/gperdrizet/FSA_devops/refs/heads/main/data/unit2/housing_data.csv'\n",
+    "url = 'https://gperdrizet.github.io/FSA_devops/assets/data/unit2/housing_data.csv'\n",
     "df = pd.read_csv(url)\n",
     "df.head()"
    ]

notebooks/unit2/lesson_INC1/INC1_example.ipynb

@@ -368,7 +368,7 @@
    ],
    "source": [
     "# Load the CSV file into a DataFrame\n",
-    "url = 'https://raw.githubusercontent.com/gperdrizet/FSA_devops/refs/heads/main/data/unit2/NSMES1988-NSMES1988.csv'\n",
+    "url = 'https://gperdrizet.github.io/FSA_devops/assets/data/unit2/NSMES1988-NSMES1988.csv'\n",
     "df = pd.read_csv(url)\n",
     "# Display the DataFrame\n",
     "df"