Minor updates on the content

Author: Tania Allard

01_ProjecStructure.ipynb

@@ -5,26 +5,18 @@
    "metadata": {},
    "source": [
     "# Project structure\n",
+    "<h1>Project structure</h1>\n",
+    "Good project layout ensures: \n",
     "<ul>\n",
-    "<li>There <strong>is no single</strong> way to organise a filesystem</li>\n",
-    "<li>🔑 The key is to make sure that the structure is consistsent and\n",
-    "informative</li>\n",
-    "<li>Use a <strong>single root directory</strong> per project </li>\n",
-    "<li>Find a structure that works for you and stick to it</li>\n",
-    "</ul>\n",
-    "<div class='info'> Start from the top level and add\n",
-    "folders as your project evolves </div>\n",
-    "</div>\n",
-    "                                                    \n",
+    "    <li>Integrity of the data</li>\t<li>Portability of the project</li>\t<li>Easier to pick the project back up after a brak</li></ul> <br><br>There is no single way to organise a project.... butwe need to take advantage of the power of convention.<div class=\"info\">\t\"A place for everything, everything in its place\"<p class='caption_p'>- Benjamin Frankin</p></div></div>                                      \n",
     "                                                    \n",
     "The image below gives a suggested structure for a project\n",
     "\n",
     "![](./assets/filesystem.PNG)\n",
     "\n",
     "\n",
     "We are going to create the project structure in your computer. \n",
-    "You can do this manually, from the shell or use whatever\n",
-    "method you prefer.\n",
+    "You can do this manually, from the shell or use whatever method you prefer. But we want an opinionated approach for this.\n",
     "\n",
     "<a href=\"https://github.com/mkrapp/cookiecutter-reproducible-science\">\n",
     "Cookie cutter</a> to create our base filesystem and some support\n",

02_WorkingWithData.ipynb

@@ -233,7 +233,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.4"
+   "version": "3.6.5"
   }
  },
  "nbformat": 4,

03_ProcessData.ipynb

@@ -206,8 +206,10 @@
     "country_sub = importlib.import_module('.data.03_country-subset', 'scripts')\n",
     "```\n",
     "\n",
-    "Also we need to make sure the imports are declared in `src/__init__.py`\n",
-    "```python\n",
+    "<div class='info'> Note that we need to make sure that the other subpackages are imported into the main package </div>\n",
+    "\n",
+    "So in the `src/__init__.py` you need to add:\n",
+    "``` python\n",
     "from . import data\n",
     "from . import visualization\n",
     "```"
@@ -358,6 +360,13 @@
     "    return HTML(styles)\n",
     "css_styling()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -376,7 +385,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.4"
+   "version": "3.6.5"
   }
  },
  "nbformat": 4,