download instructions

_notebooks/2024-03-05-DS-python-pandas-df_science.ipynb

@@ -9,7 +9,7 @@
     "layout: post\n",
     "toc: true\n",
     "title: Data Structures, Pandas Data Frames, and Data Analysis\n",
-    "description: Data connections, trends, and correlation.  Pandas is introduced as it could be valuable for PBL, data validation, etc.\n",
+    "description: Data connections, trends, and correlation.  Pandas is introduced as it could be valuable for CPT and PBL.\n",
     "courses: { csp: {week: 25} }\n",
     "type: ccc\n",
     "---"
@@ -22,19 +22,19 @@
    "source": [
     "# Files To Get\n",
     "\n",
-    "Save this file to your **_notebooks** folder\n",
+    "Use wget in the **_notebooks** folder for this ipynb\n",
     "\n",
-    "wget \"this notebook\"\n",
+    "wget https://raw.githubusercontent.com/nighthawkcoders/teacher_portfolio/main/_notebooks/2024-03-05-DS-python-pandas-df_science.ipynb\n",
     "\n",
-    "Save these files into a subfolder named **files** in your **_notebooks** folder\n",
+    "Use wget in a subfolder named **files** in your **_notebookx** folder on the following\n",
     "\n",
-    "wget https://raw.githubusercontent.com/nighthawkcoders/APCSP/master/_notebooks/files/data.csv\n",
+    "wget https://raw.githubusercontent.com/nighthawkcoders/teacher_portfolio/main/_notebooks/files/data.csv\n",
     "\n",
-    "wget https://raw.githubusercontent.com/nighthawkcoders/APCSP/master/_notebooks/files/grade.json\n",
+    "wget https://raw.githubusercontent.com/nighthawkcoders/teacher_portfolio/main/_notebooks/files/grade.json\n",
     "\n",
-    "Save this image into a subfolder named **images** in your **_notebooks** folder\n",
+    "Goto link and downlooad, then copy this png file and place into subfolder named **data_structures** in your **images** folder\n",
     "\n",
-    "wget https://raw.githubusercontent.com/nighthawkcoders/APCSP/master/_notebooks/images/table_dataframe.png\n"
+    "https://github.com/nighthawkcoders/teacher_portfolio/blob/main/images/data_structures/pandas_dataframe.png\n"
    ]
   },
   {