diff --git a/README.md b/README.md
index 1a7b056..d891caf 100644
--- a/README.md
+++ b/README.md
@@ -4,18 +4,15 @@ The template is a standardized, but flexible
Inspired by [literate programming](http://literateprogramming.com) and [Cookiecutter Data Science](https://drivendata.github.io/cookiecutter-data-science/), maintained by the [World Bank Development Data Group](https://www.worldbank.org/en/about/unit/unit-dec#2) and built as [GitHub template repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/creating-a-repository-from-a-template), the template contains:
-- **README**, **CODE_OF_CONDUCT**, **CONTRIBUTING**
- > README files are important and often neglected. The files should inform anyone about about the first steps to use, learn and contribute to your project.
+- **README**, **CODE_OF_CONDUCT**, **CONTRIBUTING** templates
+ > README files are important and often neglected. The files should inform anyone about the first steps to use, learn and contribute to your project.
- **LICENSE**
- > The LICENSE is a document that determines what others can and cannot do with contents of the repository. If no license is present, no one has permission to use and/or modify your code.
-
-- [Issues and Pull Requests GitHub templates](https://docs.github.com/en/communities/using-templates-to-encourage-useful-issues-and-pull-requests/configuring-issue-templates-for-your-repository)
- > GitHub allows to customize how issues and pull requests are presented to the public. Custom templates encourage collaboration and maintainability.
+ > The LICENSE is a document that determines what others can and cannot do with contents of the repository. If no license is present, no one has permission to use and/or modify your code. The template is licensed under the [**World Bank Master Community License Agreement**](LICENSE). And so will projects generated from it.
- **docs/**
- > Documentation is often never priotized until last minute. The template aims to revert the malpractice by setting up the documentation as an integral part of the code repository. With the power of [Jupyter Book](https://jupyterbook.org), data practioners have a way to share [Jupyter notebooks](https://jupyter.org) on [GitHub Pages](https://pages.github.com) in a standardized and effortless way.
+ > Documentation is often never priotized until last minute. The template aims to revert the malpractice by setting up the documentation as an integral part, inspired by [literate programming](http://literateprogramming.com). With the power of [Jupyter Book](https://jupyterbook.org), data practioners have a way to share [Jupyter notebooks](https://jupyter.org) on [GitHub Pages](https://pages.github.com) in a standardized and effortless way.
- **docs/bibliography.bib**
> A `bibliography` using the [BibTeX](https://www.bibtex.org/Format/) format.
@@ -29,12 +26,17 @@ Inspired by [literate programming](http://literateprogramming.com) and [Cookiecu
- **notebooks/**
> Placeholder folder for [Jupyter notebooks](https://jupyter.org). Markdown files and Jupyter notebooks can be added to `docs/_toc.yml` (Table of Contents) to compose the *documentation*.
+- [Issues and Pull Requests GitHub templates](https://docs.github.com/en/communities/using-templates-to-encourage-useful-issues-and-pull-requests/configuring-issue-templates-for-your-repository)
+ > GitHub allows to customize how issues and pull requests are presented to the public. Custom templates encourage collaboration and maintainability.
+
```{important}
-Admittedly, even the best of the templates would never be perfect; the template aims to encourage teams to start thinking and assimilate **best practices**, **collaborative coding**, **documentation**, **reproducibility** as an integral part of the project. *In a standardized way*.
+With flexibility comes responsibility. Even the best of the templates would never be perfect for universe of cases out there.
-In this spirit, in case you have feedback, please [open an issue](https://github.com/worldbank/template/issues) or [submit a pull request](https://github.com/worldbank/template/pulls) to share your ideas and suggestions.
+In this spirit, if the template is not for you or in case you have feedback, your contributed would be appreciated. Please consider [opening an issue](https://github.com/worldbank/template/issues) or [submitting a pull request](https://github.com/worldbank/template/pulls) to share your ideas and suggestions.
```
+All in all, the template aims to encourage teams to start thinking and assimilate **best practices**, **collaborative coding**, **documentation**, **enginerring** and **reproducibility** as an integral part of the project. *In a standardized way*.
+
## Usage
### Getting Started
diff --git a/notebooks/nasa-apod.ipynb b/notebooks/nasa-apod.ipynb
index da53534..c0ad4a7 100644
--- a/notebooks/nasa-apod.ipynb
+++ b/notebooks/nasa-apod.ipynb
@@ -120,7 +120,7 @@
"id": "660db869",
"metadata": {},
"source": [
- "The template includes `.env.example` as an example; to use, simply rename it to `.env` and add your settings and secrets to it. Please note that `.env` **must** never be commited/versioned (for example, to GitHub) and **should** ignored on `.gitignore`. "
+ "The template includes `.env.example` as an example; to use, simply rename it to `.env` and add your settings and secrets to it. Please note that `.env` **must** never be commited/versioned (for example, to GitHub) and **should** be ignored on `.gitignore`. "
]
},
{
@@ -270,7 +270,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.6"
+ "version": "3.10.12"
},
"vscode": {
"interpreter": {
diff --git a/notebooks/world-bank-api.ipynb b/notebooks/world-bank-api.ipynb
index 4b103ac..d510e51 100644
--- a/notebooks/world-bank-api.ipynb
+++ b/notebooks/world-bank-api.ipynb
@@ -37,12 +37,19 @@
]
},
{
+ "attachments": {},
"cell_type": "markdown",
"id": "fb8d2738-535e-4957-b82a-987891955a7f",
"metadata": {},
"source": [
"## Retrieve Data\n",
"\n",
+ "https://data.worldbank.org/indicator\n",
+ "\n",
+ "\n",
+ "https://databank.worldbank.org/reports.aspx?source=World-Development-Indicators\n",
+ "\n",
+ "\n",
"In this example, we retrieve **Population, total** (`SP.POP.TOTL`) from the [World Bank Indicators](https://data.worldbank.org/indicator) for [BRICS](https://infobrics.org)."
]
},
@@ -597,7 +604,7 @@
" }\n",
"}(window));"
],
- "application/vnd.bokehjs_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"
\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"
\\n\"+\n \"
\\n\"+\n \"- re-rerun `output_notebook()` to attempt to load from CDN again, or
\\n\"+\n \"- use INLINE resources instead, as so:
\\n\"+\n \"
\\n\"+\n \"
\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"
\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"1002\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));"
+ "application/vnd.bokehjs_load.v0+json": ""
},
"metadata": {},
"output_type": "display_data"
@@ -695,7 +702,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.10"
+ "version": "3.11.2"
},
"vscode": {
"interpreter": {
diff --git a/notebooks/world-bank-package.ipynb b/notebooks/world-bank-package.ipynb
index cdfcb67..5c38153 100644
--- a/notebooks/world-bank-package.ipynb
+++ b/notebooks/world-bank-package.ipynb
@@ -27,7 +27,7 @@
"source": [
"Unlike the [previous example](https://worldbank.github.io/template/notebooks/world-bank-api.html), where the source code was contained on the Jupyter notebok itself, we (re)use a Python package - the [datalab](https://github.com/worldbank/template/tree/main/src/datalab) Python package - which will let us (re)use any attributes and methods in the following example.\n",
"\n",
- "Let's start by importing `WorldBankIndicatorsAPI`, a Pyhton API wrapper class created to faciliate the usage of the [World Bank Indicators API](https://datahelpdesk.worldbank.org/knowledgebase/articles/889392-about-the-indicators-api-documentation)."
+ "Let's start by importing `WorldBankIndicatorsAPI`, a Python API wrapper class created to facilitate the usage of the [World Bank Indicators API](https://datahelpdesk.worldbank.org/knowledgebase/articles/889392-about-the-indicators-api-documentation)."
]
},
{
@@ -112,7 +112,7 @@
"id": "e82fc342-165d-42d6-b3dc-7534c215ca1f",
"metadata": {},
"source": [
- "The `query` method allows us to select an **indicator** (e.g, [World Development Indicators](https://datatopics.worldbank.org/world-development-indicators)), a list of countries and [query parameters](https://datahelpdesk.worldbank.org/knowledgebase/articles/898581#query-strings). Note that contrary to the [previous example](https://worldbank.github.io/template/notebooks/world-bank-api.html), the method expets a list of country names and converts them to [ISO 3166-1 alpha-3](https://www.iso.org/iso-3166-country-codes.html) automatically."
+ "The `query` method allows us to select an **indicator** (e.g, [World Development Indicators](https://datatopics.worldbank.org/world-development-indicators)), a list of countries and [query parameters](https://datahelpdesk.worldbank.org/knowledgebase/articles/898581#query-strings). Note that contrary to the [previous example](https://worldbank.github.io/template/notebooks/world-bank-api.html), the method expects a list of country names and converts them to [ISO 3166-1 alpha-3](https://www.iso.org/iso-3166-country-codes.html) automatically."
]
},
{
@@ -415,287 +415,8 @@
},
{
"data": {
- "application/javascript": [
- "(function(root) {\n",
- " function now() {\n",
- " return new Date();\n",
- " }\n",
- "\n",
- " const force = true;\n",
- "\n",
- " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n",
- " root._bokeh_onload_callbacks = [];\n",
- " root._bokeh_is_loading = undefined;\n",
- " }\n",
- "\n",
- "const JS_MIME_TYPE = 'application/javascript';\n",
- " const HTML_MIME_TYPE = 'text/html';\n",
- " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
- " const CLASS_NAME = 'output_bokeh rendered_html';\n",
- "\n",
- " /**\n",
- " * Render data to the DOM node\n",
- " */\n",
- " function render(props, node) {\n",
- " const script = document.createElement(\"script\");\n",
- " node.appendChild(script);\n",
- " }\n",
- "\n",
- " /**\n",
- " * Handle when an output is cleared or removed\n",
- " */\n",
- " function handleClearOutput(event, handle) {\n",
- " const cell = handle.cell;\n",
- "\n",
- " const id = cell.output_area._bokeh_element_id;\n",
- " const server_id = cell.output_area._bokeh_server_id;\n",
- " // Clean up Bokeh references\n",
- " if (id != null && id in Bokeh.index) {\n",
- " Bokeh.index[id].model.document.clear();\n",
- " delete Bokeh.index[id];\n",
- " }\n",
- "\n",
- " if (server_id !== undefined) {\n",
- " // Clean up Bokeh references\n",
- " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
- " cell.notebook.kernel.execute(cmd_clean, {\n",
- " iopub: {\n",
- " output: function(msg) {\n",
- " const id = msg.content.text.trim();\n",
- " if (id in Bokeh.index) {\n",
- " Bokeh.index[id].model.document.clear();\n",
- " delete Bokeh.index[id];\n",
- " }\n",
- " }\n",
- " }\n",
- " });\n",
- " // Destroy server and session\n",
- " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
- " cell.notebook.kernel.execute(cmd_destroy);\n",
- " }\n",
- " }\n",
- "\n",
- " /**\n",
- " * Handle when a new output is added\n",
- " */\n",
- " function handleAddOutput(event, handle) {\n",
- " const output_area = handle.output_area;\n",
- " const output = handle.output;\n",
- "\n",
- " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
- " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n",
- " return\n",
- " }\n",
- "\n",
- " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
- "\n",
- " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
- " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
- " // store reference to embed id on output_area\n",
- " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
- " }\n",
- " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
- " const bk_div = document.createElement(\"div\");\n",
- " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
- " const script_attrs = bk_div.children[0].attributes;\n",
- " for (let i = 0; i < script_attrs.length; i++) {\n",
- " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
- " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n",
- " }\n",
- " // store reference to server id on output_area\n",
- " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
- " }\n",
- " }\n",
- "\n",
- " function register_renderer(events, OutputArea) {\n",
- "\n",
- " function append_mime(data, metadata, element) {\n",
- " // create a DOM node to render to\n",
- " const toinsert = this.create_output_subarea(\n",
- " metadata,\n",
- " CLASS_NAME,\n",
- " EXEC_MIME_TYPE\n",
- " );\n",
- " this.keyboard_manager.register_events(toinsert);\n",
- " // Render to node\n",
- " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
- " render(props, toinsert[toinsert.length - 1]);\n",
- " element.append(toinsert);\n",
- " return toinsert\n",
- " }\n",
- "\n",
- " /* Handle when an output is cleared or removed */\n",
- " events.on('clear_output.CodeCell', handleClearOutput);\n",
- " events.on('delete.Cell', handleClearOutput);\n",
- "\n",
- " /* Handle when a new output is added */\n",
- " events.on('output_added.OutputArea', handleAddOutput);\n",
- "\n",
- " /**\n",
- " * Register the mime type and append_mime function with output_area\n",
- " */\n",
- " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
- " /* Is output safe? */\n",
- " safe: true,\n",
- " /* Index of renderer in `output_area.display_order` */\n",
- " index: 0\n",
- " });\n",
- " }\n",
- "\n",
- " // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
- " if (root.Jupyter !== undefined) {\n",
- " const events = require('base/js/events');\n",
- " const OutputArea = require('notebook/js/outputarea').OutputArea;\n",
- "\n",
- " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
- " register_renderer(events, OutputArea);\n",
- " }\n",
- " }\n",
- " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
- " root._bokeh_timeout = Date.now() + 5000;\n",
- " root._bokeh_failed_load = false;\n",
- " }\n",
- "\n",
- " const NB_LOAD_WARNING = {'data': {'text/html':\n",
- " \"\\n\"+\n",
- " \"
\\n\"+\n",
- " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
- " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
- " \"
\\n\"+\n",
- " \"
\\n\"+\n",
- " \"- re-rerun `output_notebook()` to attempt to load from CDN again, or
\\n\"+\n",
- " \"- use INLINE resources instead, as so:
\\n\"+\n",
- " \"
\\n\"+\n",
- " \"
\\n\"+\n",
- " \"from bokeh.resources import INLINE\\n\"+\n",
- " \"output_notebook(resources=INLINE)\\n\"+\n",
- " \"
\\n\"+\n",
- " \"
\"}};\n",
- "\n",
- " function display_loaded() {\n",
- " const el = document.getElementById(\"1002\");\n",
- " if (el != null) {\n",
- " el.textContent = \"BokehJS is loading...\";\n",
- " }\n",
- " if (root.Bokeh !== undefined) {\n",
- " if (el != null) {\n",
- " el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
- " }\n",
- " } else if (Date.now() < root._bokeh_timeout) {\n",
- " setTimeout(display_loaded, 100)\n",
- " }\n",
- " }\n",
- "\n",
- " function run_callbacks() {\n",
- " try {\n",
- " root._bokeh_onload_callbacks.forEach(function(callback) {\n",
- " if (callback != null)\n",
- " callback();\n",
- " });\n",
- " } finally {\n",
- " delete root._bokeh_onload_callbacks\n",
- " }\n",
- " console.debug(\"Bokeh: all callbacks have finished\");\n",
- " }\n",
- "\n",
- " function load_libs(css_urls, js_urls, callback) {\n",
- " if (css_urls == null) css_urls = [];\n",
- " if (js_urls == null) js_urls = [];\n",
- "\n",
- " root._bokeh_onload_callbacks.push(callback);\n",
- " if (root._bokeh_is_loading > 0) {\n",
- " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
- " return null;\n",
- " }\n",
- " if (js_urls == null || js_urls.length === 0) {\n",
- " run_callbacks();\n",
- " return null;\n",
- " }\n",
- " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
- " root._bokeh_is_loading = css_urls.length + js_urls.length;\n",
- "\n",
- " function on_load() {\n",
- " root._bokeh_is_loading--;\n",
- " if (root._bokeh_is_loading === 0) {\n",
- " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
- " run_callbacks()\n",
- " }\n",
- " }\n",
- "\n",
- " function on_error(url) {\n",
- " console.error(\"failed to load \" + url);\n",
- " }\n",
- "\n",
- " for (let i = 0; i < css_urls.length; i++) {\n",
- " const url = css_urls[i];\n",
- " const element = document.createElement(\"link\");\n",
- " element.onload = on_load;\n",
- " element.onerror = on_error.bind(null, url);\n",
- " element.rel = \"stylesheet\";\n",
- " element.type = \"text/css\";\n",
- " element.href = url;\n",
- " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
- " document.body.appendChild(element);\n",
- " }\n",
- "\n",
- " for (let i = 0; i < js_urls.length; i++) {\n",
- " const url = js_urls[i];\n",
- " const element = document.createElement('script');\n",
- " element.onload = on_load;\n",
- " element.onerror = on_error.bind(null, url);\n",
- " element.async = false;\n",
- " element.src = url;\n",
- " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
- " document.head.appendChild(element);\n",
- " }\n",
- " };\n",
- "\n",
- " function inject_raw_css(css) {\n",
- " const element = document.createElement(\"style\");\n",
- " element.appendChild(document.createTextNode(css));\n",
- " document.body.appendChild(element);\n",
- " }\n",
- "\n",
- " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n",
- " const css_urls = [];\n",
- "\n",
- " const inline_js = [ function(Bokeh) {\n",
- " Bokeh.set_log_level(\"info\");\n",
- " },\n",
- "function(Bokeh) {\n",
- " }\n",
- " ];\n",
- "\n",
- " function run_inline_js() {\n",
- " if (root.Bokeh !== undefined || force === true) {\n",
- " for (let i = 0; i < inline_js.length; i++) {\n",
- " inline_js[i].call(root, root.Bokeh);\n",
- " }\n",
- "if (force === true) {\n",
- " display_loaded();\n",
- " }} else if (Date.now() < root._bokeh_timeout) {\n",
- " setTimeout(run_inline_js, 100);\n",
- " } else if (!root._bokeh_failed_load) {\n",
- " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
- " root._bokeh_failed_load = true;\n",
- " } else if (force !== true) {\n",
- " const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n",
- " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
- " }\n",
- " }\n",
- "\n",
- " if (root._bokeh_is_loading === 0) {\n",
- " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
- " run_inline_js();\n",
- " } else {\n",
- " load_libs(css_urls, js_urls, function() {\n",
- " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
- " run_inline_js();\n",
- " });\n",
- " }\n",
- "}(window));"
- ],
- "application/vnd.bokehjs_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"\\n\"+\n \"
\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"
\\n\"+\n \"
\\n\"+\n \"- re-rerun `output_notebook()` to attempt to load from CDN again, or
\\n\"+\n \"- use INLINE resources instead, as so:
\\n\"+\n \"
\\n\"+\n \"
\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"
\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"1002\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));"
+ "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"\\n\"+\n \"
\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"
\\n\"+\n \"
\\n\"+\n \"- re-rerun `output_notebook()` to attempt to load from CDN again, or
\\n\"+\n \"- use INLINE resources instead, as so:
\\n\"+\n \"
\\n\"+\n \"
\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"
\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"1002\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));",
+ "application/vnd.bokehjs_load.v0+json": ""
},
"metadata": {},
"output_type": "display_data"
@@ -712,32 +433,7 @@
},
{
"data": {
- "application/javascript": [
- "(function(root) {\n",
- " function embed_document(root) {\n",
- " const docs_json = {\"27a5602b-a100-49a8-be71-4c1a30cbf69c\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1014\"}],\"center\":[{\"id\":\"1017\"},{\"id\":\"1021\"},{\"id\":\"1052\"}],\"left\":[{\"id\":\"1018\"}],\"renderers\":[{\"id\":\"1040\"},{\"id\":\"1058\"},{\"id\":\"1077\"},{\"id\":\"1098\"},{\"id\":\"1121\"}],\"title\":{\"id\":\"1004\"},\"toolbar\":{\"id\":\"1029\"},\"width\":700,\"x_range\":{\"id\":\"1006\"},\"x_scale\":{\"id\":\"1010\"},\"y_range\":{\"id\":\"1008\"},\"y_scale\":{\"id\":\"1012\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#fc8d59\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1119\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1113\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Population, total (World 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