From 15c57c93e864fa6c2d71f46519bd453c59558765 Mon Sep 17 00:00:00 2001
From: Samuel Gratzl <sam@sgratzl.com>
Date: Wed, 22 Jan 2020 17:48:00 -0500
Subject: [PATCH 1/5] start with typescript section

---
 README.md | 85 +++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 85 insertions(+)

diff --git a/README.md b/README.md
index 9d98dc3..e5e07da 100644
--- a/README.md
+++ b/README.md
@@ -56,6 +56,7 @@ Extras
 - [More D3](#more-d3)
 - [D3 Boilerplate](#boilerplate)
 - [What Else Besides D3](#beside-d3)
+- [TypeScript and D3][#typescript]
 
 > SURVEY: What do you guys already know?
 
@@ -1103,6 +1104,90 @@ free and commerical charting library.
 - Crossfilter (https://square.github.io/crossfilter/) - Fast Multidimensional Filtering for Coordinated Views
 - ...
 
+
+<a id="typescript"></a>
+
+# TypeScript and D3
+
+[TypeScript](https://www.typescriptlang.org/) is a programming language on top of JavaScript. Foremost it allows to specify types to variables and parameters similar to other typed langugages such as Java, C#, and so on. The TypeScript compiler compiles the TypeScript code to regular JavaScript code and also performs checks on it. Every JavaScript code is valid TypeScript code.
+
+Examples
+
+The following JavaScript code can be rewritten to TypeScript
+
+```js
+let x = 5;
+
+function add(a, b) {
+  return a + b;
+}
+
+console.log(add(x, 3));
+console.log(add("text", 3))ö
+```
+
+```ts
+let x: number = 5;
+
+function add(a: number, b: number): number {
+  return a + b;
+}
+
+console.log(add(x, 3));
+console.log(add("text", 3)); // will result in a compile error
+```
+
+Moreover, the TypeScript compiler is able to derive a lot which one can use to omit type declarations in some cases.
+
+```ts
+let x = 5; // can be derived from the assignment
+
+function add(a: number, b: number) { // same for return type
+  return a + b;
+}
+
+console.log(add(x, 3));
+console.log(add("text", 3)); // will result in a compile error
+```
+
+One can declare the types of variables and functions in ones own code. However, for external libraries, such as D3, the TypeScript compiler needs additional information such just the untyped JavaScript code is available. These are so called typings. [Definitely Typed](https://definitelytyped.org/) is a collection of typings for various JavaScript libraries including D3.
+
+So, when installing D3 using NPM one can install the typings alongside. Usually it is just by prepending the `@types/` scope.
+
+```bash
+npm install d3 @types/d3
+```
+
+Due to some heavy typing a D3 Selection (such as returned by `d3.select` or `d3.selectAll`) has four generic arguments:
+ 1. the element type of the selected element, e.g. `d3.selectAll("div")` will be a `HTMLDivElement`.
+ 1. the data type bound to this element, e.g. `d3.selectAll("div").data([1, 2, 3])` will be a `number`.
+ 1. the element type of the parent element, e.g. `d3.select("body").selectAll("div").data([1, 2, 3])` will be a `HTMLBodyElement`.
+ 1. the data type of the parent element, e.g. `d3.select("body").datum("data").selectAll("div").data([1, 2, 3])` will be a `string`.
+
+In my experience the third and fourth argument are barely of any use of which it can be simplified and set to e.g. `unknown` or `any`.
+
+One can specify the type in more detail by specifing the generic argument of the function. This is useful when the selector is more complex that just the element type. e.g. `d3.select<SVGGElement>(".chart")`
+
+TODO
+ * proper full binding example
+ * convert the bar chart to full TypeScript
+ * this context specification and usage
+ * 
+
+## Hints
+
+### Axis
+
+The typings declare that an axis `d3.axisLeft` can just be called on a `SVGGElement` thus one has to make sure that the typings are correct of the selection. For example:
+
+```ts
+const axis = d3.axisLeft();
+d3.select<SVGGElement>('.axis.x').call(axis);
+```
+
+
+
+
 Thank You
 
 [codepen]: https://img.shields.io/badge/CodePen-open-blue?logo=codepen

From 7b0eaf5a164c42eac0c4de21c2733cc2a75b1feb Mon Sep 17 00:00:00 2001
From: Samuel Gratzl <sam@sgratzl.com>
Date: Thu, 23 Jan 2020 01:49:17 -0500
Subject: [PATCH 2/5] add typescript example

---
 .gitignore                        |   2 +
 README.md                         |  31 ++--
 examples/barchart07_final_ts.html |  35 ++++
 examples/barchart07_final_ts.ts   | 111 ++++++++++++
 package-lock.json                 | 272 ++++++++++++++++++++++++++++++
 package.json                      |  10 +-
 tsconfig.json                     |  73 ++++++++
 7 files changed, 515 insertions(+), 19 deletions(-)
 create mode 100644 examples/barchart07_final_ts.html
 create mode 100644 examples/barchart07_final_ts.ts
 create mode 100644 tsconfig.json

diff --git a/.gitignore b/.gitignore
index 5148e52..9443073 100644
--- a/.gitignore
+++ b/.gitignore
@@ -35,3 +35,5 @@ jspm_packages
 
 # Optional REPL history
 .node_repl_history
+
+/examples/*_ts.js
diff --git a/README.md b/README.md
index e5e07da..01fc94d 100644
--- a/README.md
+++ b/README.md
@@ -1104,7 +1104,6 @@ free and commerical charting library.
 - Crossfilter (https://square.github.io/crossfilter/) - Fast Multidimensional Filtering for Coordinated Views
 - ...
 
-
 <a id="typescript"></a>
 
 # TypeScript and D3
@@ -1142,7 +1141,8 @@ Moreover, the TypeScript compiler is able to derive a lot which one can use to o
 ```ts
 let x = 5; // can be derived from the assignment
 
-function add(a: number, b: number) { // same for return type
+function add(a: number, b: number) {
+  // same for return type
   return a + b;
 }
 
@@ -1154,39 +1154,38 @@ One can declare the types of variables and functions in ones own code. However,
 
 So, when installing D3 using NPM one can install the typings alongside. Usually it is just by prepending the `@types/` scope.
 
-```bash
+```sh
 npm install d3 @types/d3
 ```
 
 Due to some heavy typing a D3 Selection (such as returned by `d3.select` or `d3.selectAll`) has four generic arguments:
- 1. the element type of the selected element, e.g. `d3.selectAll("div")` will be a `HTMLDivElement`.
- 1. the data type bound to this element, e.g. `d3.selectAll("div").data([1, 2, 3])` will be a `number`.
- 1. the element type of the parent element, e.g. `d3.select("body").selectAll("div").data([1, 2, 3])` will be a `HTMLBodyElement`.
- 1. the data type of the parent element, e.g. `d3.select("body").datum("data").selectAll("div").data([1, 2, 3])` will be a `string`.
+
+1.  the element type of the selected element, e.g. `d3.selectAll("div")` will be a `HTMLDivElement`.
+1.  the data type bound to this element, e.g. `d3.selectAll("div").data([1, 2, 3])` will be a `number`.
+1.  the element type of the parent element, e.g. `d3.select("body").selectAll("div").data([1, 2, 3])` will be a `HTMLBodyElement`.
+1.  the data type of the parent element, e.g. `d3.select("body").datum("data").selectAll("div").data([1, 2, 3])` will be a `string`.
 
 In my experience the third and fourth argument are barely of any use of which it can be simplified and set to e.g. `unknown` or `any`.
 
-One can specify the type in more detail by specifing the generic argument of the function. This is useful when the selector is more complex that just the element type. e.g. `d3.select<SVGGElement>(".chart")`
+One can specify the type in more detail by specifing the generic argument of the function. This is useful when the selector is more complex that just the element type. e.g. `d3.select<SVGGElement, unknown>(".chart")`
 
-TODO
- * proper full binding example
- * convert the bar chart to full TypeScript
- * this context specification and usage
- * 
+---
+
+Barchart final results in TypeScript [barchart07_final_ts.html](examples/barchart07_final_ts.html) [![Open in CodePen][codepen]](https://codepen.io/sgratzl/pen/gObqdEG)
 
 ## Hints
 
 ### Axis
 
-The typings declare that an axis `d3.axisLeft` can just be called on a `SVGGElement` thus one has to make sure that the typings are correct of the selection. For example:
+The typings declare that an axis `d3.axisLeft`, ... can just be called on a `SVGGElement` thus one has to make sure that the typings are correct of the selection. For example:
 
 ```ts
 const axis = d3.axisLeft();
-d3.select<SVGGElement>('.axis.x').call(axis);
+d3.select<SVGGElement, unknown>(".axis.x").call(axis);
 ```
 
 
-
+---
 
 Thank You
 
diff --git a/examples/barchart07_final_ts.html b/examples/barchart07_final_ts.html
new file mode 100644
index 0000000..8e1e059
--- /dev/null
+++ b/examples/barchart07_final_ts.html
@@ -0,0 +1,35 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta http-equiv="X-UA-Compatible" content="IE=edge" />
+    <title>Student's First Barchart</title>
+    <meta name="description" content="Student's First Barchart" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <script src="https://cdn.polyfill.io/v2/polyfill.min.js"></script>
+    <script src="../web_modules/d3/dist/d3.js"></script>
+    <link href="./style.css" rel="stylesheet" />
+    <style>
+      rect {
+        fill: steelblue;
+        fill-opacity: 0.8;
+      }
+      rect:hover {
+        fill-opacity: 1;
+      }
+      .axis {
+        font-size: smaller;
+      }
+    </style>
+  </head>
+  <body>
+    <h1>Student's First Barchart</h1>
+
+    <div>
+      <strong>Filter:</strong>
+      <label><input type="checkbox" name="US" value="1" id="filter-us-only" />US only</label>
+    </div>
+
+    <script src="./barchart07_final_ts.js"></script>
+  </body>
+</html>
diff --git a/examples/barchart07_final_ts.ts b/examples/barchart07_final_ts.ts
new file mode 100644
index 0000000..4b32c5a
--- /dev/null
+++ b/examples/barchart07_final_ts.ts
@@ -0,0 +1,111 @@
+const margin = { top: 40, bottom: 10, left: 120, right: 20 };
+const width = 800 - margin.left - margin.right;
+const height = 600 - margin.top - margin.bottom;
+
+// Creates sources <svg> element
+const svg = d3
+  .select("body")
+  .append("svg")
+  .attr("width", width + margin.left + margin.right)
+  .attr("height", height + margin.top + margin.bottom);
+
+// Group used to enforce margin
+const g = svg.append("g").attr("transform", `translate(${margin.left},${margin.top})`);
+g.append("g").attr("class", "x axis");
+g.append("g").attr("class", "y axis");
+
+// delcare the Data Element Type for proper typing
+interface IElem {
+  temperature: number;
+  location: {
+    country: string;
+    city: string;
+  };
+}
+
+// Global variable for all data
+let data: IElem[];
+
+// Scales setup
+const xscale = d3.scaleLinear().range([0, width]);
+const yscale = d3
+  .scaleBand()
+  .rangeRound([0, height])
+  .paddingInner(0.1);
+
+// Axis setup
+const xaxis = d3.axisTop(xscale);
+const yaxis = d3.axisLeft(yscale);
+
+/////////////////////////
+
+d3.json("weather.json").then((json: IElem[]) => {
+  data = json;
+
+  update(data);
+});
+
+function update(new_data: IElem[]) {
+  //update the scales
+  // need to use the ! to tell TypeScript that it will always return a number
+  xscale.domain([0, d3.max(new_data, d => d.temperature)!]);
+  yscale.domain(new_data.map(d => d.location.city));
+  //render the axis
+  // specify the generic argument to enforce being a SVGGEelement
+  g.select<SVGGElement>(".x.axis")
+    .transition()
+    .call(xaxis);
+  g.select<SVGGElement>(".y.axis")
+    .transition()
+    .call(yaxis);
+
+  // Render the chart with new data
+
+  // DATA JOIN use the key argument for ensurign that the same DOM element is bound to the same data-item
+  const rect = g
+    .selectAll("rect")
+    .data(new_data, d => (d as IElem).location.city) // key argument cannot be properly typed
+    .join(
+      // ENTER
+      // new elements
+      enter => {
+        const rect_enter = enter.append("rect").attr("x", 0);
+        rect_enter.append("title");
+        return rect_enter;
+      },
+      // UPDATE
+      // update existing elements
+      update => update,
+      // EXIT
+      // elements that aren't associated with data
+      exit => exit.remove()
+    );
+
+  // ENTER + UPDATE
+  // both old and new elements
+  rect
+    .transition()
+    .attr("height", yscale.bandwidth())
+    .attr("width", d => xscale(d.temperature)!)
+    .attr("y", d => yscale(d.location.city)!);
+
+  rect.select("title").text(d => d.location.city);
+}
+
+//interactivity
+d3.select<HTMLInputElement, unknown>("#filter-us-only").on("change", function() {
+  // This will be triggered when the user selects or unselects the checkbox
+  // since we typed the select such that this is a HTMLInputElement we can just use the this context and have proper autocompletion
+  const checked = this.checked;
+  if (checked) {
+    // Checkbox was just checked
+
+    // Keep only data element whose country is US
+    const filtered_data = data.filter(d => d.location.country === "US");
+
+    update(filtered_data); // Update the chart with the filtered data
+  } else {
+    // Checkbox was just unchecked
+    update(data); // Update the chart with all the data we have
+  }
+});
diff --git a/package-lock.json b/package-lock.json
index bc60b14..1ddd655 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -4,6 +4,272 @@
   "lockfileVersion": 1,
   "requires": true,
   "dependencies": {
+    "@types/d3": {
+      "version": "5.7.2",
+      "resolved": "https://registry.npmjs.org/@types/d3/-/d3-5.7.2.tgz",
+      "integrity": "sha512-7/wClB8ycneWGy3jdvLfXKTd5SoTg9hji7IdJ0RuO9xTY54YpJ8zlcFADcXhY1J3kCBwxp+/1jeN6a5OMwgYOw==",
+      "dev": true,
+      "requires": {
+        "@types/d3-array": "^1",
+        "@types/d3-axis": "*",
+        "@types/d3-brush": "*",
+        "@types/d3-chord": "*",
+        "@types/d3-collection": "*",
+        "@types/d3-color": "*",
+        "@types/d3-contour": "*",
+        "@types/d3-dispatch": "*",
+        "@types/d3-drag": "*",
+        "@types/d3-dsv": "*",
+        "@types/d3-ease": "*",
+        "@types/d3-fetch": "*",
+        "@types/d3-force": "*",
+        "@types/d3-format": "*",
+        "@types/d3-geo": "*",
+        "@types/d3-hierarchy": "*",
+        "@types/d3-interpolate": "*",
+        "@types/d3-path": "*",
+        "@types/d3-polygon": "*",
+        "@types/d3-quadtree": "*",
+        "@types/d3-random": "*",
+        "@types/d3-scale": "*",
+        "@types/d3-scale-chromatic": "*",
+        "@types/d3-selection": "*",
+        "@types/d3-shape": "*",
+        "@types/d3-time": "*",
+        "@types/d3-time-format": "*",
+        "@types/d3-timer": "*",
+        "@types/d3-transition": "*",
+        "@types/d3-voronoi": "*",
+        "@types/d3-zoom": "*"
+      }
+    },
+    "@types/d3-array": {
+      "version": "1.2.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-array/-/d3-array-1.2.7.tgz",
+      "integrity": "sha512-51vHWuUyDOi+8XuwPrTw3cFqyh2Slg9y8COYkRfjCPG9TfYqY0hoNPzv/8BrcAy0FeQBzqEo/D/8Nk2caOQJnA==",
+      "dev": true
+    },
+    "@types/d3-axis": {
+      "version": "1.0.12",
+      "resolved": "https://registry.npmjs.org/@types/d3-axis/-/d3-axis-1.0.12.tgz",
+      "integrity": "sha512-BZISgSD5M8TgURyNtcPAmUB9sk490CO1Thb6/gIn0WZTt3Y50IssX+2Z0vTccoqZksUDTep0b+o4ofXslvNbqg==",
+      "dev": true,
+      "requires": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "@types/d3-brush": {
+      "version": "1.0.10",
+      "resolved": "https://registry.npmjs.org/@types/d3-brush/-/d3-brush-1.0.10.tgz",
+      "integrity": "sha512-J8jREATIrfJaAfhJivqaEKPnJsRlwwrOPje+ABqZFgamADjll+q9zaDXnYyjiGPPsiJEU+Qq9jQi5rECxIOfhg==",
+      "dev": true,
+      "requires": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "@types/d3-chord": {
+      "version": "1.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-chord/-/d3-chord-1.0.9.tgz",
+      "integrity": "sha512-UA6lI9CVW5cT5Ku/RV4hxoFn4mKySHm7HEgodtfRthAj1lt9rKZEPon58vyYfk+HIAm33DtJJgZwMXy2QgyPXw==",
+      "dev": true
+    },
+    "@types/d3-collection": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmjs.org/@types/d3-collection/-/d3-collection-1.0.8.tgz",
+      "integrity": "sha512-y5lGlazdc0HNO0F3UUX2DPE7OmYvd9Kcym4hXwrJcNUkDaypR5pX+apuMikl9LfTxKItJsY9KYvzBulpCKyvuQ==",
+      "dev": true
+    },
+    "@types/d3-color": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-color/-/d3-color-1.2.2.tgz",
+      "integrity": "sha512-6pBxzJ8ZP3dYEQ4YjQ+NVbQaOflfgXq/JbDiS99oLobM2o72uAST4q6yPxHv6FOTCRC/n35ktuo8pvw/S4M7sw==",
+      "dev": true
+    },
+    "@types/d3-contour": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@types/d3-contour/-/d3-contour-1.3.0.tgz",
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+      "dev": true,
+      "requires": {
+        "@types/d3-array": "*",
+        "@types/geojson": "*"
+      }
+    },
+    "@types/d3-dispatch": {
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-dispatch/-/d3-dispatch-1.0.7.tgz",
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+      "dev": true
+    },
+    "@types/d3-drag": {
+      "version": "1.2.3",
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+      "dev": true,
+      "requires": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "@types/d3-dsv": {
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+      "dev": true
+    },
+    "@types/d3-ease": {
+      "version": "1.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-ease/-/d3-ease-1.0.9.tgz",
+      "integrity": "sha512-U5ADevQ+W6fy32FVZZC9EXallcV/Mi12A5Tkd0My5MrC7T8soMQEhlDAg88XUWm0zoCQlB4XV0en/24LvuDB4Q==",
+      "dev": true
+    },
+    "@types/d3-fetch": {
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/@types/d3-fetch/-/d3-fetch-1.1.5.tgz",
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+      "dev": true,
+      "requires": {
+        "@types/d3-dsv": "*"
+      }
+    },
+    "@types/d3-force": {
+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-force/-/d3-force-1.2.1.tgz",
+      "integrity": "sha512-jqK+I36uz4kTBjyk39meed5y31Ab+tXYN/x1dn3nZEus9yOHCLc+VrcIYLc/aSQ0Y7tMPRlIhLetulME76EiiA==",
+      "dev": true
+    },
+    "@types/d3-format": {
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-format/-/d3-format-1.3.1.tgz",
+      "integrity": "sha512-KAWvReOKMDreaAwOjdfQMm0HjcUMlQG47GwqdVKgmm20vTd2pucj0a70c3gUSHrnsmo6H2AMrkBsZU2UhJLq8A==",
+      "dev": true
+    },
+    "@types/d3-geo": {
+      "version": "1.11.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-geo/-/d3-geo-1.11.1.tgz",
+      "integrity": "sha512-Ox8WWOG3igDRoep/dNsGbOiSJYdUG3ew/6z0ETvHyAtXZVBjOE0S96zSSmzgl0gqQ3RdZjn2eeJOj9oRcMZPkQ==",
+      "dev": true,
+      "requires": {
+        "@types/geojson": "*"
+      }
+    },
+    "@types/d3-hierarchy": {
+      "version": "1.1.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-hierarchy/-/d3-hierarchy-1.1.6.tgz",
+      "integrity": "sha512-vvSaIDf/Ov0o3KwMT+1M8+WbnnlRiGjlGD5uvk83a1mPCTd/E5x12bUJ/oP55+wUY/4Kb5kc67rVpVGJ2KUHxg==",
+      "dev": true
+    },
+    "@types/d3-interpolate": {
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-interpolate/-/d3-interpolate-1.3.1.tgz",
+      "integrity": "sha512-z8Zmi08XVwe8e62vP6wcA+CNuRhpuUU5XPEfqpG0hRypDE5BWNthQHB1UNWWDB7ojCbGaN4qBdsWp5kWxhT1IQ==",
+      "dev": true,
+      "requires": {
+        "@types/d3-color": "*"
+      }
+    },
+    "@types/d3-path": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmjs.org/@types/d3-path/-/d3-path-1.0.8.tgz",
+      "integrity": "sha512-AZGHWslq/oApTAHu9+yH/Bnk63y9oFOMROtqPAtxl5uB6qm1x2lueWdVEjsjjV3Qc2+QfuzKIwIR5MvVBakfzA==",
+      "dev": true
+    },
+    "@types/d3-polygon": {
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-polygon/-/d3-polygon-1.0.7.tgz",
+      "integrity": "sha512-Xuw0eSjQQKs8jTiNbntWH0S+Xp+JyhqxmQ0YAQ3rDu6c3kKMFfgsaGN7Jv5u3zG6yVX/AsLP/Xs/QRjmi9g43Q==",
+      "dev": true
+    },
+    "@types/d3-quadtree": {
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-quadtree/-/d3-quadtree-1.0.7.tgz",
+      "integrity": "sha512-0ajFawWicfjsaCLh6NzxOyVDYhQAmMFbsiI3MPGLInorauHFEh9/Cl6UHNf+kt/J1jfoxKY/ZJaKAoDpbvde5Q==",
+      "dev": true
+    },
+    "@types/d3-random": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-random/-/d3-random-1.1.2.tgz",
+      "integrity": "sha512-Jui+Zn28pQw/3EayPKaN4c/PqTvqNbIPjHkgIIFnxne1FdwNjfHtAIsZIBMKlquQNrrMjFzCrlF2gPs3xckqaA==",
+      "dev": true
+    },
+    "@types/d3-scale": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-2.1.1.tgz",
+      "integrity": "sha512-kNTkbZQ+N/Ip8oX9PByXfDLoCSaZYm+VUOasbmsa6KD850/ziMdYepg/8kLg2plHzoLANdMqPoYQbvExevLUHg==",
+      "dev": true,
+      "requires": {
+        "@types/d3-time": "*"
+      }
+    },
+    "@types/d3-scale-chromatic": {
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale-chromatic/-/d3-scale-chromatic-1.3.1.tgz",
+      "integrity": "sha512-Ny3rLbV5tnmqgW7w/poCcef4kXP8mHPo/p8EjTS5d9OUk8MlqAeRaM8eF7Vyv7QMLiIXNE94Pa1cMLSPkXQBoQ==",
+      "dev": true
+    },
+    "@types/d3-selection": {
+      "version": "1.4.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-selection/-/d3-selection-1.4.1.tgz",
+      "integrity": "sha512-bv8IfFYo/xG6dxri9OwDnK3yCagYPeRIjTlrcdYJSx+FDWlCeBDepIHUpqROmhPtZ53jyna0aUajZRk0I3rXNA==",
+      "dev": true
+    },
+    "@types/d3-shape": {
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-shape/-/d3-shape-1.3.2.tgz",
+      "integrity": "sha512-LtD8EaNYCaBRzHzaAiIPrfcL3DdIysc81dkGlQvv7WQP3+YXV7b0JJTtR1U3bzeRieS603KF4wUo+ZkJVenh8w==",
+      "dev": true,
+      "requires": {
+        "@types/d3-path": "*"
+      }
+    },
+    "@types/d3-time": {
+      "version": "1.0.10",
+      "resolved": "https://registry.npmjs.org/@types/d3-time/-/d3-time-1.0.10.tgz",
+      "integrity": "sha512-aKf62rRQafDQmSiv1NylKhIMmznsjRN+MnXRXTqHoqm0U/UZzVpdrtRnSIfdiLS616OuC1soYeX1dBg2n1u8Xw==",
+      "dev": true
+    },
+    "@types/d3-time-format": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-time-format/-/d3-time-format-2.1.1.tgz",
+      "integrity": "sha512-tJSyXta8ZyJ52wDDHA96JEsvkbL6jl7wowGmuf45+fAkj5Y+SQOnz0N7/H68OWmPshPsAaWMQh+GAws44IzH3g==",
+      "dev": true
+    },
+    "@types/d3-timer": {
+      "version": "1.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-timer/-/d3-timer-1.0.9.tgz",
+      "integrity": "sha512-WvfJ3LFxBbWjqRGz9n7GJt08RrTHPJDVsIwwoCMROlqF+iDacYiAFjf9oqnq0mXpb2juA2N/qjKP+MKdal3YNQ==",
+      "dev": true
+    },
+    "@types/d3-transition": {
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/@types/d3-transition/-/d3-transition-1.1.5.tgz",
+      "integrity": "sha512-4IexeQEmEk2u5/ZxqHPCiKxX+sn7uPsg+wb6zL3KLqj8jFlhcueAo3a5Tj1Z74VBeeeQjirdSFNtR87Gox/iwA==",
+      "dev": true,
+      "requires": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "@types/d3-voronoi": {
+      "version": "1.1.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-voronoi/-/d3-voronoi-1.1.9.tgz",
+      "integrity": "sha512-DExNQkaHd1F3dFPvGA/Aw2NGyjMln6E9QzsiqOcBgnE+VInYnFBHBBySbZQts6z6xD+5jTfKCP7M4OqMyVjdwQ==",
+      "dev": true
+    },
+    "@types/d3-zoom": {
+      "version": "1.7.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-zoom/-/d3-zoom-1.7.4.tgz",
+      "integrity": "sha512-5jnFo/itYhJeB2khO/lKe730kW/h2EbKMOvY0uNp3+7NdPm4w63DwPEMxifQZ7n902xGYK5DdU67FmToSoy4VA==",
+      "dev": true,
+      "requires": {
+        "@types/d3-interpolate": "*",
+        "@types/d3-selection": "*"
+      }
+    },
+    "@types/geojson": {
+      "version": "7946.0.7",
+      "resolved": "https://registry.npmjs.org/@types/geojson/-/geojson-7946.0.7.tgz",
+      "integrity": "sha512-wE2v81i4C4Ol09RtsWFAqg3BUitWbHSpSlIo+bNdsCJijO9sjme+zm+73ZMCa/qMC8UEERxzGbvmr1cffo2SiQ==",
+      "dev": true
+    },
     "async": {
       "version": "2.6.3",
       "resolved": "https://registry.npmjs.org/async/-/async-2.6.3.tgz",
@@ -489,6 +755,12 @@
       "integrity": "sha1-8aAymzCLIh+uN7mXTz1XjQypmeM=",
       "dev": true
     },
+    "typescript": {
+      "version": "3.7.5",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-3.7.5.tgz",
+      "integrity": "sha512-/P5lkRXkWHNAbcJIiHPfRoKqyd7bsyCma1hZNUGfn20qm64T6ZBlrzprymeu918H+mB/0rIg2gGK/BXkhhYgBw==",
+      "dev": true
+    },
     "union": {
       "version": "0.5.0",
       "resolved": "https://registry.npmjs.org/union/-/union-0.5.0.tgz",
diff --git a/package.json b/package.json
index 73d3367..1d2dd8d 100644
--- a/package.json
+++ b/package.json
@@ -6,8 +6,10 @@
   "main": "index.js",
   "scripts": {
     "start": "http-server",
-    "postinstall": "rm -rf web_modules/d3 && cp -r node_modules/d3 web_modules/",
-    "format": "prettier --print-width 120 --write examples/*.html index.html README.md package.json"
+    "postinstall": "rm -rf web_modules/d3 && cp -r node_modules/d3 web_modules/ && npm run compile",
+    "compile": "tsc -p .",
+    "watch": "tsc -w -p .",
+    "format": "prettier --print-width 120 --write examples/*.html examples/*.ts index.html README.md package.json"
   },
   "repository": {
     "type": "git",
@@ -23,7 +25,9 @@
     "d3": "^5.15.0"
   },
   "devDependencies": {
+    "@types/d3": "^5.7.2",
     "http-server": "^0.12.1",
-    "prettier": "^1.19.1"
+    "prettier": "^1.19.1",
+    "typescript": "^3.7.5"
   }
 }
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..5287d7f
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,73 @@
+{
+  "compilerOptions": {
+    /* Basic Options */
+    // "incremental": true,                   /* Enable incremental compilation */
+    "target": "es6",                          /* Specify ECMAScript target version: 'ES3' (default), 'ES5', 'ES2015', 'ES2016', 'ES2017', 'ES2018', 'ES2019' or 'ESNEXT'. */
+    "module": "none",                     /* Specify module code generation: 'none', 'commonjs', 'amd', 'system', 'umd', 'es2015', or 'ESNext'. */
+    "lib": [
+      "dom",
+      "ES6"
+    ],                             /* Specify library files to be included in the compilation. */
+    // "allowJs": true,                       /* Allow javascript files to be compiled. */
+    // "checkJs": true,                       /* Report errors in .js files. */
+    // "jsx": "preserve",                     /* Specify JSX code generation: 'preserve', 'react-native', or 'react'. */
+    // "declaration": true,                   /* Generates corresponding '.d.ts' file. */
+    // "declarationMap": true,                /* Generates a sourcemap for each corresponding '.d.ts' file. */
+    // "sourceMap": true,                     /* Generates corresponding '.map' file. */
+    // "outFile": "./",                       /* Concatenate and emit output to single file. */
+    // "outDir": "./",                        /* Redirect output structure to the directory. */
+    // "rootDir": "./",                       /* Specify the root directory of input files. Use to control the output directory structure with --outDir. */
+    // "composite": true,                     /* Enable project compilation */
+    // "tsBuildInfoFile": "./",               /* Specify file to store incremental compilation information */
+    // "removeComments": true,                /* Do not emit comments to output. */
+    // "noEmit": true,                        /* Do not emit outputs. */
+    // "importHelpers": true,                 /* Import emit helpers from 'tslib'. */
+    // "downlevelIteration": true,            /* Provide full support for iterables in 'for-of', spread, and destructuring when targeting 'ES5' or 'ES3'. */
+    // "isolatedModules": true,               /* Transpile each file as a separate module (similar to 'ts.transpileModule'). */
+
+    /* Strict Type-Checking Options */
+    "strict": true,                           /* Enable all strict type-checking options. */
+    // "noImplicitAny": true,                 /* Raise error on expressions and declarations with an implied 'any' type. */
+    // "strictNullChecks": true,              /* Enable strict null checks. */
+    // "strictFunctionTypes": true,           /* Enable strict checking of function types. */
+    // "strictBindCallApply": true,           /* Enable strict 'bind', 'call', and 'apply' methods on functions. */
+    // "strictPropertyInitialization": true,  /* Enable strict checking of property initialization in classes. */
+    "noImplicitThis": true,                /* Raise error on 'this' expressions with an implied 'any' type. */
+    // "alwaysStrict": true,                  /* Parse in strict mode and emit "use strict" for each source file. */
+
+    /* Additional Checks */
+    "noUnusedLocals": true,                /* Report errors on unused locals. */
+    "noUnusedParameters": true,            /* Report errors on unused parameters. */
+    "noImplicitReturns": true,             /* Report error when not all code paths in function return a value. */
+    "noFallthroughCasesInSwitch": true,    /* Report errors for fallthrough cases in switch statement. */
+
+    /* Module Resolution Options */
+    "moduleResolution": "node",            /* Specify module resolution strategy: 'node' (Node.js) or 'classic' (TypeScript pre-1.6). */
+    // "baseUrl": "./",                       /* Base directory to resolve non-absolute module names. */
+    // "paths": {},                           /* A series of entries which re-map imports to lookup locations relative to the 'baseUrl'. */
+    // "rootDirs": [],                        /* List of root folders whose combined content represents the structure of the project at runtime. */
+    // "typeRoots": [],                       /* List of folders to include type definitions from. */
+    // "types": [],                           /* Type declaration files to be included in compilation. */
+    // "allowSyntheticDefaultImports": true,  /* Allow default imports from modules with no default export. This does not affect code emit, just typechecking. */
+    "esModuleInterop": true,                  /* Enables emit interoperability between CommonJS and ES Modules via creation of namespace objects for all imports. Implies 'allowSyntheticDefaultImports'. */
+    // "preserveSymlinks": true,              /* Do not resolve the real path of symlinks. */
+    // "allowUmdGlobalAccess": true,          /* Allow accessing UMD globals from modules. */
+
+    /* Source Map Options */
+    // "sourceRoot": "",                      /* Specify the location where debugger should locate TypeScript files instead of source locations. */
+    // "mapRoot": "",                         /* Specify the location where debugger should locate map files instead of generated locations. */
+    // "inlineSourceMap": true,               /* Emit a single file with source maps instead of having a separate file. */
+    // "inlineSources": true,                 /* Emit the source alongside the sourcemaps within a single file; requires '--inlineSourceMap' or '--sourceMap' to be set. */
+
+    /* Experimental Options */
+    // "experimentalDecorators": true,        /* Enables experimental support for ES7 decorators. */
+    // "emitDecoratorMetadata": true,         /* Enables experimental support for emitting type metadata for decorators. */
+
+    /* Advanced Options */
+    "forceConsistentCasingInFileNames": true  /* Disallow inconsistently-cased references to the same file. */
+  },
+
+  "include": [
+    "examples/*.ts"
+  ]
+}

From 191a78fe92141dba4161d111eabd83218f2a7a07 Mon Sep 17 00:00:00 2001
From: Samuel Gratzl <sam@sgratzl.com>
Date: Thu, 23 Jan 2020 01:59:17 -0500
Subject: [PATCH 3/5] add example and hint about scales

---
 README.md | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 01fc94d..ad304a8 100644
--- a/README.md
+++ b/README.md
@@ -1165,9 +1165,17 @@ Due to some heavy typing a D3 Selection (such as returned by `d3.select` or `d3.
 1.  the element type of the parent element, e.g. `d3.select("body").selectAll("div").data([1, 2, 3])` will be a `HTMLBodyElement`.
 1.  the data type of the parent element, e.g. `d3.select("body").datum("data").selectAll("div").data([1, 2, 3])` will be a `string`.
 
-In my experience the third and fourth argument are barely of any use of which it can be simplified and set to e.g. `unknown` or `any`.
+In my experience the third and fourth argument are barely of any use of which it can be simplified and set to e.g. `unknown` or `any`. However, one has to fully define a selection if you wanna explicitly define a variable containing a D3 selection,
 
-One can specify the type in more detail by specifing the generic argument of the function. This is useful when the selector is more complex that just the element type. e.g. `d3.select<SVGGElement, unknown>(".chart")`
+```ts
+import * as d3 from "d3";
+
+let rects: Selection<SVGRectElement, number, SVGGElement, unknown>;
+
+rects = d3.select("g").selectAll("rect").data([1, 2, 3]);
+```
+
+One can specify the type in more detail by specifing the generic argument of the function. This is useful when the selector is more complex that just the element type. e.g. `d3.select<SVGGElement, unknown>(".chart")`. One also has to specify the generic arguments when using scales that are not just numbers but e.g. a linear scale for generating colors. `d3.scaleLinear<string, number>().domain([0, 1]).range(["white", "black"]);
 
 ---
 

From d4e37d0c030563f4b1d57f11a5a748ee80db9e0c Mon Sep 17 00:00:00 2001
From: Samuel Gratzl <sam@sgratzl.com>
Date: Thu, 9 Apr 2020 10:14:37 +0200
Subject: [PATCH 4/5] update dependencies and format code

---
 README.md                            | 91 +++++++++-------------------
 examples/barchart02_title.html       |  8 +--
 examples/barchart03_json.html        | 10 +--
 examples/barchart04_scale.html       | 12 ++--
 examples/barchart05_interactive.html | 25 ++++----
 examples/barchart06_animation.html   | 29 ++++-----
 examples/barchart07_final.html       | 29 ++++-----
 examples/barchart07_final_ts.ts      | 35 +++++------
 examples/mcv01_initial.html          | 30 ++++-----
 examples/mcv02_piechart.html         | 34 +++++------
 examples/mcv03_interaction.html      | 51 ++++++++--------
 examples/mcv04_morevisses.html       | 55 ++++++++---------
 examples/mcv05_transitions.html      | 65 ++++++++++----------
 examples/mcv06_final.html            | 77 +++++++++++------------
 examples/miserables.html             | 36 +++++------
 examples/persons.html                | 42 ++++++-------
 examples/pie.html                    | 13 +---
 package-lock.json                    | 76 +++++++++++------------
 package.json                         |  6 +-
 web_modules/d3/README.md             |  6 +-
 web_modules/d3/dist/d3.js            | 13 ++--
 web_modules/d3/dist/d3.min.js        |  4 +-
 web_modules/d3/dist/d3.node.js       |  2 +-
 web_modules/d3/dist/package.js       |  2 +-
 web_modules/d3/package.json          | 22 +++----
 25 files changed, 338 insertions(+), 435 deletions(-)

diff --git a/README.md b/README.md
index ad304a8..786c980 100644
--- a/README.md
+++ b/README.md
@@ -357,9 +357,9 @@ const sub = (a, b) => {
 console.log(add(10, 30), sub(10, 5));
 
 // functional style programming
-arr.forEach(d => (x += d));
-const arr2 = arr.map(d => d * 10);
-const arrf = arr.filter(d => d < 3);
+arr.forEach((d) => (x += d));
+const arr2 = arr.map((d) => d * 10);
+const arrf = arr.filter((d) => d < 3);
 // function are first-level objects
 function compute(f, a, b) {
   return f(a, b);
@@ -398,10 +398,7 @@ circle.attr("cx", 20);
 circle.attr("cy", 23);
 
 // alternative syntax via chaining
-circle
-  .attr("r", 10)
-  .attr("cx", 20)
-  .attr("cy", 23);
+circle.attr("r", 10).attr("cx", 20).attr("cy", 23);
 
 // set css styles
 circle.style("stroke-width", 2);
@@ -424,10 +421,7 @@ The DOM elements can be manipulated using. `append` and `remove`
 
 ```js
 const body = d3.select("body");
-body
-  .append("svg")
-  .attr("width", 800)
-  .attr("height", 600);
+body.append("svg").attr("width", 800).attr("height", 600);
 
 d3.select("svg").remove();
 ```
@@ -464,15 +458,15 @@ const circles = d3
   .selectAll("circle")
   .data(data)
   .join(
-    enter => {
+    (enter) => {
       // append an element matching the selector and set constant attributes
       const circles_enter = enter.append("circle");
       circles_enter.attr("r", 10);
       return circles_enter;
     },
     // update existing elements
-    update => update,
-    exit => {
+    (update) => update,
+    (exit) => {
       // exit phase
       return exit.remove();
     }
@@ -497,7 +491,7 @@ const data = [1, 2, 3];
 d3.select("svg")
   .selectAll("circle")
   .data(data)
-  .join(enter => enter.append("circle").attr("r", 10))
+  .join((enter) => enter.append("circle").attr("r", 10))
   .attr("cx", (d, i) => d * 10)
   .attr("cy", (d, i) => i * 50);
 ```
@@ -543,24 +537,20 @@ Nested data join [![Open in CodePen][codepen]](https://codepen.io/sgratzl/pen/yL
 // hierarchical data
 const data = [
   { name: "a", arr: [1, 2, 3] },
-  { name: "b", arr: [3, 2, 4] }
+  { name: "b", arr: [3, 2, 4] },
 ];
 
-const groups = d3
-  .select("svg")
-  .selectAll("g")
-  .data(data)
-  .join("g");
+const groups = d3.select("svg").selectAll("g").data(data).join("g");
 
 groups.attr("transform", (d, i) => `translate(${i * 20 + 10},10)`);
 
 // select all circles within each group and bind the inner array per data item
 const circles = groups
   .selectAll("circle")
-  .data(d => d.arr)
+  .data((d) => d.arr)
   .join("circle");
 
-circles.attr("r", d => d * 2).attr("cy", (d, i) => i * 20);
+circles.attr("r", (d) => d * 2).attr("cy", (d, i) => i * 20);
 ```
 
 Nested selection [![Open in CodePen][codepen]](https://codepen.io/sgratzl/pen/VwwZZjY):
@@ -571,7 +561,7 @@ const circles = d3
   .select("svg")
   .selectAll("circle")
   .data(data)
-  .join(enter => {
+  .join((enter) => {
     const circles_enter = enter.append("circle").attr("r", 10);
     // need to be separate since .append returns the appended element
     circles_enter.append("title");
@@ -580,7 +570,7 @@ const circles = d3
 
 circles.attr("cx", (d, i) => d * 10).attr("cy", (d, i) => i * 50);
 
-circles.select("title").text(d => d);
+circles.select("title").text((d) => d);
 ```
 
 ---
@@ -601,22 +591,22 @@ In the current version we have static hard-coded data in our files. D3 provides
 
 ```js
 d3.json("file_to_load.json")
-  .then(data => {
+  .then((data) => {
     // do something with the data
   })
-  .catch(error => {
+  .catch((error) => {
     console.error("Error loading the data");
   });
 ```
 
 ```js
 d3.csv("file_to_load.csv")
-  .then(data => {
+  .then((data) => {
     // array of objects
     console.log(data.length);
     // do something with the data
   })
-  .catch(error => {
+  .catch((error) => {
     console.error("Error loading the data");
   });
 ```
@@ -661,10 +651,7 @@ With version 5 D3 extracted the color schemes to it on repository located at
 https://github.com/d3/d3-scale-chromatic. Including both D3 standard schemes (e.g. `d3.schemeCategory10`) but also the ones from [ColorBrewer](http://colorbrewer2.org/) (e.g. `d3.schemeSet3`). These can be used as `range` for an ordinal scale.
 
 ```js
-const cscale = d3
-  .scaleOrdinal()
-  .domain(["a", "b", "c"])
-  .range(d3.schemeCategory10);
+const cscale = d3.scaleOrdinal().domain(["a", "b", "c"]).range(d3.schemeCategory10);
 ```
 
 ```js
@@ -694,19 +681,12 @@ circles.attr('cx', (d) => scale(d));
 In addition, it is quite common adding a axis for your charts. D3 provides a utility function for this case : `d3.axisBottom()`, `d3.axisLeft()`, `d3.axisRight()`, `d3.axisTop()`. It uses a scale as input and the necessary SVG elements for you.
 
 ```js
-const scale = d3
-  .scaleLinear()
-  .domain([0, 5])
-  .range([0, 200]);
+const scale = d3.scaleLinear().domain([0, 5]).range([0, 200]);
 
 const axis = d3.axisBottom().scale(scale);
 
 // create a container to put the axis
-const axis_container = d3
-  .select("svg")
-  .append("g")
-  .attr("class", "axis")
-  .attr("transform", "translate(0,200)");
+const axis_container = d3.select("svg").append("g").attr("class", "axis").attr("transform", "translate(0,200)");
 
 // call axis to create the SVG elements for you
 axis_container.call(axis);
@@ -734,13 +714,13 @@ const circles = d3
   .select("svg")
   .selectAll("circle")
   .data(data)
-  .join(enter =>
+  .join((enter) =>
     enter
       .append("circle")
       .attr("r", 10)
       .attr("cy", 40)
       .attr("cx", (d, i) => 30 + i * 30)
-      .on("click", function(d, i) {
+      .on("click", function (d, i) {
         console.log(`clicked on: ${d} (${i})`);
         const circle = d3.select(this); // can't use arrow scoping
         circle.style("stroke", "orange");
@@ -773,12 +753,7 @@ const circles = d3
   .selectAll("circle")
   .data(data)
   .join(
-    enter =>
-      enter
-        .append("circle")
-        .attr("r", 10)
-        .attr("cx", 100)
-        .attr("cy", 100) // useful default values for animation
+    (enter) => enter.append("circle").attr("r", 10).attr("cx", 100).attr("cy", 100) // useful default values for animation
   );
 
 circles
@@ -797,24 +772,15 @@ D3 is rather dumb when it comes to mapping data items to DOM elements. It doesn'
 
 ```js
 const cscale = d3.scaleOrdinal(d3.schemeCategory10).domain(["a", "b", "c", "d"]);
-const xscale = d3
-  .scaleBand()
-  .domain(["a", "b", "c", "d"])
-  .range([10, 200]);
+const xscale = d3.scaleBand().domain(["a", "b", "c", "d"]).range([10, 200]);
 
 function update(data) {
   const s = d3.select("svg");
   // key argument return a unique key/id per data-item (string)
   const circles = s
     .selectAll("circle")
-    .data(data, d => d)
-    .join(enter =>
-      enter
-        .append("circle")
-        .attr("r", 10)
-        .attr("cx", xscale)
-        .style("fill", cscale)
-    );
+    .data(data, (d) => d)
+    .join((enter) => enter.append("circle").attr("r", 10).attr("cx", xscale).style("fill", cscale));
 
   // a will be bound to the first DOM element
   circles.transition().attr("cy", (d, i) => 10 + i * 20);
@@ -1192,7 +1158,6 @@ const axis = d3.axisLeft();
 d3.select<SVGGElement, unknown>(".axis.x").call(axis);
 ```
 
-
 ---
 
 Thank You
diff --git a/examples/barchart02_title.html b/examples/barchart02_title.html
index 12e68ce..934f853 100644
--- a/examples/barchart02_title.html
+++ b/examples/barchart02_title.html
@@ -57,20 +57,20 @@ <h1>Student's First Barchart</h1>
         .join(
           // ENTER
           // new elements
-          enter => enter.append("rect").attr("x", 0),
+          (enter) => enter.append("rect").attr("x", 0),
           // UPDATE
           // update existing elements
-          update => update,
+          (update) => update,
           // EXIT
           // elements that aren't associated with data
-          exit => exit.remove()
+          (exit) => exit.remove()
         );
 
       // ENTER + UPDATE
       // both old and new elements
       rect
         .attr("height", bar_height)
-        .attr("width", d => d * 7)
+        .attr("width", (d) => d * 7)
         .attr("y", (d, i) => i * (bar_height + 5));
     </script>
   </body>
diff --git a/examples/barchart03_json.html b/examples/barchart03_json.html
index 90f7d81..1d1cb89 100644
--- a/examples/barchart03_json.html
+++ b/examples/barchart03_json.html
@@ -59,27 +59,27 @@ <h1>Student's First Barchart</h1>
         .join(
           // ENTER
           // new elements
-          enter => {
+          (enter) => {
             const rect_enter = enter.append("rect").attr("x", 0);
             rect_enter.append("title");
             return rect_enter;
           },
           // UPDATE
           // update existing elements
-          update => update,
+          (update) => update,
           // EXIT
           // elements that aren't associated with data
-          exit => exit.remove()
+          (exit) => exit.remove()
         );
 
       // ENTER + UPDATE
       // both old and new elements
       rect
         .attr("height", bar_height)
-        .attr("width", d => d * 7)
+        .attr("width", (d) => d * 7)
         .attr("y", (d, i) => i * (bar_height + 5));
 
-      rect.select("title").text(d => `value: ${d}`);
+      rect.select("title").text((d) => `value: ${d}`);
     </script>
   </body>
 </html>
diff --git a/examples/barchart04_scale.html b/examples/barchart04_scale.html
index 6737e2f..7691d9e 100644
--- a/examples/barchart04_scale.html
+++ b/examples/barchart04_scale.html
@@ -50,7 +50,7 @@ <h1>Student's First Barchart</h1>
       // x a linear scale with range: [0, width] and domain from 0 max temperature
       // y a band ordinal scale range: [0, height] and domain the different cities
 
-      d3.json("weather.json").then(json => {
+      d3.json("weather.json").then((json) => {
         data = json;
 
         update(data);
@@ -66,27 +66,27 @@ <h1>Student's First Barchart</h1>
           .join(
             // ENTER
             // new elements
-            enter => {
+            (enter) => {
               const rect_enter = enter.append("rect").attr("x", 0);
               rect_enter.append("title");
               return rect_enter;
             },
             // UPDATE
             // update existing elements
-            update => update,
+            (update) => update,
             // EXIT
             // elements that aren't associated with data
-            exit => exit.remove()
+            (exit) => exit.remove()
           );
 
         // ENTER + UPDATE
         // both old and new elements
         rect
           .attr("height", bar_height)
-          .attr("width", d => d.temperature * 7)
+          .attr("width", (d) => d.temperature * 7)
           .attr("y", (d, i) => i * (bar_height + 5));
 
-        rect.select("title").text(d => d.location.city);
+        rect.select("title").text((d) => d.location.city);
       }
     </script>
   </body>
diff --git a/examples/barchart05_interactive.html b/examples/barchart05_interactive.html
index b8b371f..205a87e 100644
--- a/examples/barchart05_interactive.html
+++ b/examples/barchart05_interactive.html
@@ -51,10 +51,7 @@ <h1>Student's First Barchart</h1>
 
       // Scales setup
       const xscale = d3.scaleLinear().range([0, width]);
-      const yscale = d3
-        .scaleBand()
-        .rangeRound([0, height])
-        .paddingInner(0.1);
+      const yscale = d3.scaleBand().rangeRound([0, height]).paddingInner(0.1);
 
       // Axis setup
       const xaxis = d3.axisTop().scale(xscale);
@@ -66,7 +63,7 @@ <h1>Student's First Barchart</h1>
       // TODO use the provided code sample (see html checkbox and change handler)
       // when checked just the entries where `location.country === 'US'` should be shown
 
-      d3.json("weather.json").then(json => {
+      d3.json("weather.json").then((json) => {
         data = json;
 
         update(data);
@@ -74,8 +71,8 @@ <h1>Student's First Barchart</h1>
 
       function update(new_data) {
         //update the scales
-        xscale.domain([0, d3.max(new_data, d => d.temperature)]);
-        yscale.domain(new_data.map(d => d.location.city));
+        xscale.domain([0, d3.max(new_data, (d) => d.temperature)]);
+        yscale.domain(new_data.map((d) => d.location.city));
         //render the axis
         g_xaxis.call(xaxis);
         g_yaxis.call(yaxis);
@@ -89,31 +86,31 @@ <h1>Student's First Barchart</h1>
           .join(
             // ENTER
             // new elements
-            enter => {
+            (enter) => {
               const rect_enter = enter.append("rect").attr("x", 0);
               rect_enter.append("title");
               return rect_enter;
             },
             // UPDATE
             // update existing elements
-            update => update,
+            (update) => update,
             // EXIT
             // elements that aren't associated with data
-            exit => exit.remove()
+            (exit) => exit.remove()
           );
 
         // ENTER + UPDATE
         // both old and new elements
         rect
           .attr("height", yscale.bandwidth())
-          .attr("width", d => xscale(d.temperature))
-          .attr("y", d => yscale(d.location.city));
+          .attr("width", (d) => xscale(d.temperature))
+          .attr("y", (d) => yscale(d.location.city));
 
-        rect.select("title").text(d => d.location.city);
+        rect.select("title").text((d) => d.location.city);
       }
 
       //interactivity
-      d3.select("#filter-us-only").on("change", function() {
+      d3.select("#filter-us-only").on("change", function () {
         // This will be triggered when the user selects or unselects the checkbox
         const checked = d3.select(this).property("checked");
       });
diff --git a/examples/barchart06_animation.html b/examples/barchart06_animation.html
index ab6e933..ce359e4 100644
--- a/examples/barchart06_animation.html
+++ b/examples/barchart06_animation.html
@@ -50,10 +50,7 @@ <h1>Student's First Barchart</h1>
 
       // Scales setup
       const xscale = d3.scaleLinear().range([0, width]);
-      const yscale = d3
-        .scaleBand()
-        .rangeRound([0, height])
-        .paddingInner(0.1);
+      const yscale = d3.scaleBand().rangeRound([0, height]).paddingInner(0.1);
 
       // Axis setup
       const xaxis = d3.axisTop().scale(xscale);
@@ -64,7 +61,7 @@ <h1>Student's First Barchart</h1>
       /////////////////////////
       // TODO use animated transtion between filtering changes
 
-      d3.json("weather.json").then(json => {
+      d3.json("weather.json").then((json) => {
         data = json;
 
         update(data);
@@ -72,8 +69,8 @@ <h1>Student's First Barchart</h1>
 
       function update(new_data) {
         //update the scales
-        xscale.domain([0, d3.max(new_data, d => d.temperature)]);
-        yscale.domain(new_data.map(d => d.location.city));
+        xscale.domain([0, d3.max(new_data, (d) => d.temperature)]);
+        yscale.domain(new_data.map((d) => d.location.city));
         //render the axis
         g_xaxis.call(xaxis);
         g_yaxis.call(yaxis);
@@ -83,42 +80,42 @@ <h1>Student's First Barchart</h1>
         // DATA JOIN use the key argument for ensurign that the same DOM element is bound to the same data-item
         const rect = g
           .selectAll("rect")
-          .data(new_data, d => d.location.city)
+          .data(new_data, (d) => d.location.city)
           .join(
             // ENTER
             // new elements
-            enter => {
+            (enter) => {
               const rect_enter = enter.append("rect").attr("x", 0);
               rect_enter.append("title");
               return rect_enter;
             },
             // UPDATE
             // update existing elements
-            update => update,
+            (update) => update,
             // EXIT
             // elements that aren't associated with data
-            exit => exit.remove()
+            (exit) => exit.remove()
           );
 
         // ENTER + UPDATE
         // both old and new elements
         rect
           .attr("height", yscale.bandwidth())
-          .attr("width", d => xscale(d.temperature))
-          .attr("y", d => yscale(d.location.city));
+          .attr("width", (d) => xscale(d.temperature))
+          .attr("y", (d) => yscale(d.location.city));
 
-        rect.select("title").text(d => d.location.city);
+        rect.select("title").text((d) => d.location.city);
       }
 
       //interactivity
-      d3.select("#filter-us-only").on("change", function() {
+      d3.select("#filter-us-only").on("change", function () {
         // This will be triggered when the user selects or unselects the checkbox
         const checked = d3.select(this).property("checked");
         if (checked === true) {
           // Checkbox was just checked
 
           // Keep only data element whose country is US
-          const filtered_data = data.filter(d => d.location.country === "US");
+          const filtered_data = data.filter((d) => d.location.country === "US");
 
           update(filtered_data); // Update the chart with the filtered data
         } else {
diff --git a/examples/barchart07_final.html b/examples/barchart07_final.html
index 3a810b4..67ea36f 100644
--- a/examples/barchart07_final.html
+++ b/examples/barchart07_final.html
@@ -50,10 +50,7 @@ <h1>Student's First Barchart</h1>
 
       // Scales setup
       const xscale = d3.scaleLinear().range([0, width]);
-      const yscale = d3
-        .scaleBand()
-        .rangeRound([0, height])
-        .paddingInner(0.1);
+      const yscale = d3.scaleBand().rangeRound([0, height]).paddingInner(0.1);
 
       // Axis setup
       const xaxis = d3.axisTop().scale(xscale);
@@ -63,7 +60,7 @@ <h1>Student's First Barchart</h1>
 
       /////////////////////////
 
-      d3.json("weather.json").then(json => {
+      d3.json("weather.json").then((json) => {
         data = json;
 
         update(data);
@@ -71,8 +68,8 @@ <h1>Student's First Barchart</h1>
 
       function update(new_data) {
         //update the scales
-        xscale.domain([0, d3.max(new_data, d => d.temperature)]);
-        yscale.domain(new_data.map(d => d.location.city));
+        xscale.domain([0, d3.max(new_data, (d) => d.temperature)]);
+        yscale.domain(new_data.map((d) => d.location.city));
         //render the axis
         g_xaxis.transition().call(xaxis);
         g_yaxis.transition().call(yaxis);
@@ -82,21 +79,21 @@ <h1>Student's First Barchart</h1>
         // DATA JOIN use the key argument for ensurign that the same DOM element is bound to the same data-item
         const rect = g
           .selectAll("rect")
-          .data(new_data, d => d.location.city)
+          .data(new_data, (d) => d.location.city)
           .join(
             // ENTER
             // new elements
-            enter => {
+            (enter) => {
               const rect_enter = enter.append("rect").attr("x", 0);
               rect_enter.append("title");
               return rect_enter;
             },
             // UPDATE
             // update existing elements
-            update => update,
+            (update) => update,
             // EXIT
             // elements that aren't associated with data
-            exit => exit.remove()
+            (exit) => exit.remove()
           );
 
         // ENTER + UPDATE
@@ -104,21 +101,21 @@ <h1>Student's First Barchart</h1>
         rect
           .transition()
           .attr("height", yscale.bandwidth())
-          .attr("width", d => xscale(d.temperature))
-          .attr("y", d => yscale(d.location.city));
+          .attr("width", (d) => xscale(d.temperature))
+          .attr("y", (d) => yscale(d.location.city));
 
-        rect.select("title").text(d => d.location.city);
+        rect.select("title").text((d) => d.location.city);
       }
 
       //interactivity
-      d3.select("#filter-us-only").on("change", function() {
+      d3.select("#filter-us-only").on("change", function () {
         // This will be triggered when the user selects or unselects the checkbox
         const checked = d3.select(this).property("checked");
         if (checked === true) {
           // Checkbox was just checked
 
           // Keep only data element whose country is US
-          const filtered_data = data.filter(d => d.location.country === "US");
+          const filtered_data = data.filter((d) => d.location.country === "US");
 
           update(filtered_data); // Update the chart with the filtered data
         } else {
diff --git a/examples/barchart07_final_ts.ts b/examples/barchart07_final_ts.ts
index 4b32c5a..aead1de 100644
--- a/examples/barchart07_final_ts.ts
+++ b/examples/barchart07_final_ts.ts
@@ -28,10 +28,7 @@ let data: IElem[];
 
 // Scales setup
 const xscale = d3.scaleLinear().range([0, width]);
-const yscale = d3
-  .scaleBand()
-  .rangeRound([0, height])
-  .paddingInner(0.1);
+const yscale = d3.scaleBand().rangeRound([0, height]).paddingInner(0.1);
 
 // Axis setup
 const xaxis = d3.axisTop(xscale);
@@ -48,37 +45,33 @@ d3.json("weather.json").then((json: IElem[]) => {
 function update(new_data: IElem[]) {
   //update the scales
   // need to use the ! to tell TypeScript that it will always return a number
-  xscale.domain([0, d3.max(new_data, d => d.temperature)!]);
-  yscale.domain(new_data.map(d => d.location.city));
+  xscale.domain([0, d3.max(new_data, (d) => d.temperature)!]);
+  yscale.domain(new_data.map((d) => d.location.city));
   //render the axis
   // specify the generic argument to enforce being a SVGGEelement
-  g.select<SVGGElement>(".x.axis")
-    .transition()
-    .call(xaxis);
-  g.select<SVGGElement>(".y.axis")
-    .transition()
-    .call(yaxis);
+  g.select<SVGGElement>(".x.axis").transition().call(xaxis);
+  g.select<SVGGElement>(".y.axis").transition().call(yaxis);
 
   // Render the chart with new data
 
   // DATA JOIN use the key argument for ensurign that the same DOM element is bound to the same data-item
   const rect = g
     .selectAll("rect")
-    .data(new_data, d => (d as IElem).location.city) // key argument cannot be properly typed
+    .data(new_data, (d) => (d as IElem).location.city) // key argument cannot be properly typed
     .join(
       // ENTER
       // new elements
-      enter => {
+      (enter) => {
         const rect_enter = enter.append("rect").attr("x", 0);
         rect_enter.append("title");
         return rect_enter;
       },
       // UPDATE
       // update existing elements
-      update => update,
+      (update) => update,
       // EXIT
       // elements that aren't associated with data
-      exit => exit.remove()
+      (exit) => exit.remove()
     );
 
   // ENTER + UPDATE
@@ -86,14 +79,14 @@ function update(new_data: IElem[]) {
   rect
     .transition()
     .attr("height", yscale.bandwidth())
-    .attr("width", d => xscale(d.temperature)!)
-    .attr("y", d => yscale(d.location.city)!);
+    .attr("width", (d) => xscale(d.temperature)!)
+    .attr("y", (d) => yscale(d.location.city)!);
 
-  rect.select("title").text(d => d.location.city);
+  rect.select("title").text((d) => d.location.city);
 }
 
 //interactivity
-d3.select<HTMLInputElement, unknown>("#filter-us-only").on("change", function() {
+d3.select<HTMLInputElement, unknown>("#filter-us-only").on("change", function () {
   // This will be triggered when the user selects or unselects the checkbox
   // since we typed the select such that this is a HTMLInputElement we can just use the this context and have proper autocompletion
   const checked = this.checked;
@@ -101,7 +94,7 @@ d3.select<HTMLInputElement, unknown>("#filter-us-only").on("change", function()
     // Checkbox was just checked
 
     // Keep only data element whose country is US
-    const filtered_data = data.filter(d => d.location.country === "US");
+    const filtered_data = data.filter((d) => d.location.country === "US");
 
     update(filtered_data); // Update the chart with the filtered data
   } else {
diff --git a/examples/mcv01_initial.html b/examples/mcv01_initial.html
index 125ef54..afbc627 100644
--- a/examples/mcv01_initial.html
+++ b/examples/mcv01_initial.html
@@ -66,7 +66,7 @@ <h3>Age Histogram</h3>
     <script>
       const state = {
         data: [],
-        passengerClass: ""
+        passengerClass: "",
       };
 
       function createHistogram(svgSelector) {
@@ -74,7 +74,7 @@ <h3>Age Histogram</h3>
           top: 40,
           bottom: 10,
           left: 120,
-          right: 20
+          right: 20,
         };
         const width = 600 - margin.left - margin.right;
         const height = 400 - margin.top - margin.bottom;
@@ -101,7 +101,7 @@ <h3>Age Histogram</h3>
         function update(new_data) {
           //: (IPerson[] & {x0: number, x1: number})[]
           //update the scales
-          xscale.domain([0, d3.max(new_data, d => d.length)]);
+          xscale.domain([0, d3.max(new_data, (d) => d.length)]);
           yscale.domain([new_data[0].x0, new_data[new_data.length - 1].x1]);
           //render the axis
           g_xaxis.transition().call(xaxis);
@@ -114,7 +114,7 @@ <h3>Age Histogram</h3>
             .selectAll("rect")
             .data(new_data)
             .join(
-              enter => {
+              (enter) => {
                 // ENTER
                 // new elements
                 const rect_enter = enter
@@ -128,21 +128,21 @@ <h3>Age Histogram</h3>
               },
               // UPDATE
               // update existing elements
-              update => update,
+              (update) => update,
               // EXIT
               // elements that aren't associated with data
-              exit => exit.remove()
+              (exit) => exit.remove()
             );
 
           // ENTER + UPDATE
           // both old and new elements
           rect
             .transition()
-            .attr("height", d => yscale(d.x1) - yscale(d.x0) - 2)
-            .attr("width", d => xscale(d.length))
-            .attr("y", d => yscale(d.x0) + 1);
+            .attr("height", (d) => yscale(d.x1) - yscale(d.x0) - 2)
+            .attr("width", (d) => xscale(d.length))
+            .attr("y", (d) => yscale(d.x0) + 1);
 
-          rect.select("title").text(d => `${d.x0}: ${d.length}`);
+          rect.select("title").text((d) => `${d.x0}: ${d.length}`);
         }
 
         return update;
@@ -153,7 +153,7 @@ <h3>Age Histogram</h3>
       const ageHistogram = createHistogram("#age");
 
       function filterData() {
-        return state.data.filter(d => {
+        return state.data.filter((d) => {
           if (state.passengerClass && d.pclass !== state.passengerClass) {
             return false;
           }
@@ -166,7 +166,7 @@ <h3>Age Histogram</h3>
           .histogram()
           .domain([0, 100])
           .thresholds(10)
-          .value(d => d.age);
+          .value((d) => d.age);
 
         const ageHistogramData = ageHistogram(filtered);
 
@@ -180,8 +180,8 @@ <h3>Age Histogram</h3>
         ageHistogram(ageHistogramData);
       }
 
-      d3.csv("titanic3.csv").then(parsed => {
-        state.data = parsed.map(row => {
+      d3.csv("titanic3.csv").then((parsed) => {
+        state.data = parsed.map((row) => {
           row.age = parseInt(row.age, 10);
           row.fare = parseFloat(row.fare);
           return row;
@@ -191,7 +191,7 @@ <h3>Age Histogram</h3>
       });
 
       //interactivity
-      d3.select("#passenger-class").on("change", function() {
+      d3.select("#passenger-class").on("change", function () {
         const selected = d3.select(this).property("value");
         state.passengerClass = selected;
         updateApp();
diff --git a/examples/mcv02_piechart.html b/examples/mcv02_piechart.html
index 91c8969..9236919 100644
--- a/examples/mcv02_piechart.html
+++ b/examples/mcv02_piechart.html
@@ -70,7 +70,7 @@ <h3>Age Histogram</h3>
     <script>
       const state = {
         data: [],
-        passengerClass: ""
+        passengerClass: "",
       };
 
       function createHistogram(svgSelector) {
@@ -78,7 +78,7 @@ <h3>Age Histogram</h3>
           top: 40,
           bottom: 10,
           left: 120,
-          right: 20
+          right: 20,
         };
         const width = 600 - margin.left - margin.right;
         const height = 400 - margin.top - margin.bottom;
@@ -105,7 +105,7 @@ <h3>Age Histogram</h3>
         function update(new_data) {
           //: (IPerson[] & {x0: number, x1: number})[]
           //update the scales
-          xscale.domain([0, d3.max(new_data, d => d.length)]);
+          xscale.domain([0, d3.max(new_data, (d) => d.length)]);
           yscale.domain([new_data[0].x0, new_data[new_data.length - 1].x1]);
           //render the axis
           g_xaxis.transition().call(xaxis);
@@ -119,7 +119,7 @@ <h3>Age Histogram</h3>
             .selectAll("rect")
             .data(new_data)
             .join(
-              enter => {
+              (enter) => {
                 // ENTER
                 // new elements
                 const rect_enter = enter
@@ -133,21 +133,21 @@ <h3>Age Histogram</h3>
               },
               // UPDATE
               // update existing elements
-              update => update,
+              (update) => update,
               // EXIT
               // elements that aren't associated with data
-              exit => exit.remove()
+              (exit) => exit.remove()
             );
 
           // ENTER + UPDATE
           // both old and new elements
           rect
             .transition()
-            .attr("height", d => yscale(d.x1) - yscale(d.x0) - 2)
-            .attr("width", d => xscale(d.length))
-            .attr("y", d => yscale(d.x0) + 1);
+            .attr("height", (d) => yscale(d.x1) - yscale(d.x0) - 2)
+            .attr("width", (d) => xscale(d.length))
+            .attr("y", (d) => yscale(d.x0) + 1);
 
-          rect.select("title").text(d => `${d.x0}: ${d.length}`);
+          rect.select("title").text((d) => `${d.x0}: ${d.length}`);
         }
 
         return update;
@@ -182,7 +182,7 @@ <h3>Age Histogram</h3>
       const sexPieChart = createPieChart("#sex");
 
       function filterData() {
-        return state.data.filter(d => {
+        return state.data.filter((d) => {
           if (state.passengerClass && d.pclass !== state.passengerClass) {
             return false;
           }
@@ -195,14 +195,14 @@ <h3>Age Histogram</h3>
           .histogram()
           .domain([0, 100])
           .thresholds(10)
-          .value(d => d.age);
+          .value((d) => d.age);
 
         const ageHistogramData = ageHistogram(filtered);
 
         // always the two categories
-        const sexPieData = ["female", "male"].map(key => ({
+        const sexPieData = ["female", "male"].map((key) => ({
           key,
-          values: filtered.filter(d => d.sex === key)
+          values: filtered.filter((d) => d.sex === key),
         }));
 
         return { ageHistogramData, sexPieData };
@@ -216,8 +216,8 @@ <h3>Age Histogram</h3>
         sexPieChart(sexPieData);
       }
 
-      d3.csv("titanic3.csv").then(parsed => {
-        state.data = parsed.map(row => {
+      d3.csv("titanic3.csv").then((parsed) => {
+        state.data = parsed.map((row) => {
           row.age = parseInt(row.age, 10);
           row.fare = parseFloat(row.fare);
           return row;
@@ -227,7 +227,7 @@ <h3>Age Histogram</h3>
       });
 
       //interactivity
-      d3.select("#passenger-class").on("change", function() {
+      d3.select("#passenger-class").on("change", function () {
         const selected = d3.select(this).property("value");
         state.passengerClass = selected;
         updateApp();
diff --git a/examples/mcv03_interaction.html b/examples/mcv03_interaction.html
index c12a6d0..97d47ce 100644
--- a/examples/mcv03_interaction.html
+++ b/examples/mcv03_interaction.html
@@ -71,7 +71,7 @@ <h3>Age Histogram</h3>
     <script>
       const state = {
         data: [],
-        passengerClass: ""
+        passengerClass: "",
         // TODO store selected sex
       };
 
@@ -80,7 +80,7 @@ <h3>Age Histogram</h3>
           top: 40,
           bottom: 10,
           left: 120,
-          right: 20
+          right: 20,
         };
         const width = 600 - margin.left - margin.right;
         const height = 400 - margin.top - margin.bottom;
@@ -107,7 +107,7 @@ <h3>Age Histogram</h3>
         function update(new_data) {
           //: (IPerson[] & {x0: number, x1: number})[]
           //update the scales
-          xscale.domain([0, d3.max(new_data, d => d.length)]);
+          xscale.domain([0, d3.max(new_data, (d) => d.length)]);
           yscale.domain([new_data[0].x0, new_data[new_data.length - 1].x1]);
           //render the axis
           g_xaxis.transition().call(xaxis);
@@ -120,7 +120,7 @@ <h3>Age Histogram</h3>
             .selectAll("rect")
             .data(new_data)
             .join(
-              enter => {
+              (enter) => {
                 // ENTER
                 // new elements
                 const rect_enter = enter
@@ -134,21 +134,21 @@ <h3>Age Histogram</h3>
               },
               // UPDATE
               // update existing elements
-              update => update,
+              (update) => update,
               // EXIT
               // elements that aren't associated with data
-              exit => exit.remove()
+              (exit) => exit.remove()
             );
 
           // ENTER + UPDATE
           // both old and new elements
           rect
             .transition()
-            .attr("height", d => yscale(d.x1) - yscale(d.x0) - 2)
-            .attr("width", d => xscale(d.length))
-            .attr("y", d => yscale(d.x0) + 1);
+            .attr("height", (d) => yscale(d.x1) - yscale(d.x0) - 2)
+            .attr("width", (d) => xscale(d.length))
+            .attr("y", (d) => yscale(d.x0) + 1);
 
-          rect.select("title").text(d => `${d.x0}: ${d.length}`);
+          rect.select("title").text((d) => `${d.x0}: ${d.length}`);
         }
 
         return update;
@@ -169,13 +169,10 @@ <h3>Age Histogram</h3>
 
         const pie = d3
           .pie()
-          .value(d => d.values.length)
+          .value((d) => d.values.length)
           .sortValues(null)
           .sort(null);
-        const arc = d3
-          .arc()
-          .outerRadius(radius)
-          .innerRadius(0);
+        const arc = d3.arc().outerRadius(radius).innerRadius(0);
         const cscale = d3.scaleOrdinal(d3.schemeSet3);
 
         function update(new_data) {
@@ -183,16 +180,16 @@ <h3>Age Histogram</h3>
           const pied = pie(new_data);
           // Render the chart with new data
 
-          cscale.domain(new_data.map(d => d.key));
+          cscale.domain(new_data.map((d) => d.key));
 
           // DATA JOIN
           const path = g
             .selectAll("path")
-            .data(pied, d => d.data.key)
+            .data(pied, (d) => d.data.key)
             .join(
               // ENTER
               // new elements
-              enter => {
+              (enter) => {
                 const path_enter = enter.append("path");
                 // TODO register click handler to change selected sex in state and call updateApp()
                 path_enter.append("title");
@@ -204,9 +201,9 @@ <h3>Age Histogram</h3>
           // both old and new elements
           path
             .attr("d", arc) // TODO set the CSS class `selected` if the current data item is the selected sex in the state
-            .style("fill", d => cscale(d.data.key));
+            .style("fill", (d) => cscale(d.data.key));
 
-          path.select("title").text(d => `${d.data.key}: ${d.data.values.length}`);
+          path.select("title").text((d) => `${d.data.key}: ${d.data.values.length}`);
         }
 
         return update;
@@ -218,7 +215,7 @@ <h3>Age Histogram</h3>
       const sexPieChart = createPieChart("#sex");
 
       function filterData() {
-        return state.data.filter(d => {
+        return state.data.filter((d) => {
           if (state.passengerClass && d.pclass !== state.passengerClass) {
             return false;
           }
@@ -232,14 +229,14 @@ <h3>Age Histogram</h3>
           .histogram()
           .domain([0, 100])
           .thresholds(10)
-          .value(d => d.age);
+          .value((d) => d.age);
 
         const ageHistogramData = ageHistogram(filtered);
 
         // always the two categories
-        const sexPieData = ["female", "male"].map(key => ({
+        const sexPieData = ["female", "male"].map((key) => ({
           key,
-          values: filtered.filter(d => d.sex === key)
+          values: filtered.filter((d) => d.sex === key),
         }));
 
         return { ageHistogramData, sexPieData };
@@ -255,8 +252,8 @@ <h3>Age Histogram</h3>
         // TODO update label with selected sex information
       }
 
-      d3.csv("titanic3.csv").then(parsed => {
-        state.data = parsed.map(row => {
+      d3.csv("titanic3.csv").then((parsed) => {
+        state.data = parsed.map((row) => {
           row.age = parseInt(row.age, 10);
           row.fare = parseFloat(row.fare);
           return row;
@@ -266,7 +263,7 @@ <h3>Age Histogram</h3>
       });
 
       //interactivity
-      d3.select("#passenger-class").on("change", function() {
+      d3.select("#passenger-class").on("change", function () {
         const selected = d3.select(this).property("value");
         state.passengerClass = selected;
         updateApp();
diff --git a/examples/mcv04_morevisses.html b/examples/mcv04_morevisses.html
index b62eb01..eaec6ff 100644
--- a/examples/mcv04_morevisses.html
+++ b/examples/mcv04_morevisses.html
@@ -75,7 +75,7 @@ <h3>Age Histogram</h3>
       const state = {
         data: [],
         passengerClass: "",
-        selectedSex: null
+        selectedSex: null,
         // TODO store selected survived state
       };
 
@@ -84,7 +84,7 @@ <h3>Age Histogram</h3>
           top: 40,
           bottom: 10,
           left: 120,
-          right: 20
+          right: 20,
         };
         const width = 600 - margin.left - margin.right;
         const height = 400 - margin.top - margin.bottom;
@@ -111,7 +111,7 @@ <h3>Age Histogram</h3>
         function update(new_data) {
           //: (IPerson[] & {x0: number, x1: number})[]
           //update the scales
-          xscale.domain([0, d3.max(new_data, d => d.length)]);
+          xscale.domain([0, d3.max(new_data, (d) => d.length)]);
           yscale.domain([new_data[0].x0, new_data[new_data.length - 1].x1]);
           //render the axis
           g_xaxis.transition().call(xaxis);
@@ -124,7 +124,7 @@ <h3>Age Histogram</h3>
             .selectAll("rect")
             .data(new_data)
             .join(
-              enter => {
+              (enter) => {
                 // ENTER
                 // new elements
                 const rect_enter = enter
@@ -138,21 +138,21 @@ <h3>Age Histogram</h3>
               },
               // UPDATE
               // update existing elements
-              update => update,
+              (update) => update,
               // EXIT
               // elements that aren't associated with data
-              exit => exit.remove()
+              (exit) => exit.remove()
             );
 
           // ENTER + UPDATE
           // both old and new elements
           rect
             .transition()
-            .attr("height", d => yscale(d.x1) - yscale(d.x0) - 2)
-            .attr("width", d => xscale(d.length))
-            .attr("y", d => yscale(d.x0) + 1);
+            .attr("height", (d) => yscale(d.x1) - yscale(d.x0) - 2)
+            .attr("width", (d) => xscale(d.length))
+            .attr("y", (d) => yscale(d.x0) + 1);
 
-          rect.select("title").text(d => `${d.x0}: ${d.length}`);
+          rect.select("title").text((d) => `${d.x0}: ${d.length}`);
         }
 
         return update;
@@ -173,13 +173,10 @@ <h3>Age Histogram</h3>
 
         const pie = d3
           .pie()
-          .value(d => d.values.length)
+          .value((d) => d.values.length)
           .sortValues(null)
           .sort(null);
-        const arc = d3
-          .arc()
-          .outerRadius(radius)
-          .innerRadius(0);
+        const arc = d3.arc().outerRadius(radius).innerRadius(0);
         const cscale = d3.scaleOrdinal(d3.schemeSet3);
 
         function update(new_data) {
@@ -187,20 +184,20 @@ <h3>Age Histogram</h3>
           const pied = pie(new_data);
           // Render the chart with new data
 
-          cscale.domain(new_data.map(d => d.key));
+          cscale.domain(new_data.map((d) => d.key));
 
           // DATA JOIN
           const path = g
             .selectAll("path")
-            .data(pied, d => d.data.key)
+            .data(pied, (d) => d.data.key)
             .join(
               // ENTER
               // new elements
-              enter => {
+              (enter) => {
                 const path_enter = enter.append("path");
                 // TODO register click handler to change selected sex in state and call updateApp()
                 path_enter.append("title");
-                path_enter.on("click", d => {
+                path_enter.on("click", (d) => {
                   if (state.selectedSex === d.data.key) {
                     state.selectedSex = null;
                   } else {
@@ -215,11 +212,11 @@ <h3>Age Histogram</h3>
           // ENTER + UPDATE
           // both old and new elements
           path
-            .classed("selected", d => d.data.key === state.selectedSex)
+            .classed("selected", (d) => d.data.key === state.selectedSex)
             .attr("d", arc) // TODO set the CSS class `selected` if the current data item is the selected sex in the state
-            .style("fill", d => cscale(d.data.key));
+            .style("fill", (d) => cscale(d.data.key));
 
-          path.select("title").text(d => `${d.data.key}: ${d.data.values.length}`);
+          path.select("title").text((d) => `${d.data.key}: ${d.data.values.length}`);
         }
 
         return update;
@@ -232,7 +229,7 @@ <h3>Age Histogram</h3>
       // TODO create two new visualzations for fare and survived
 
       function filterData() {
-        return state.data.filter(d => {
+        return state.data.filter((d) => {
           if (state.passengerClass && d.pclass !== state.passengerClass) {
             return false;
           }
@@ -249,14 +246,14 @@ <h3>Age Histogram</h3>
           .histogram()
           .domain([0, 100])
           .thresholds(10)
-          .value(d => d.age);
+          .value((d) => d.age);
 
         const ageHistogramData = ageHistogram(filtered);
 
         // always the two categories
-        const sexPieData = ["female", "male"].map(key => ({
+        const sexPieData = ["female", "male"].map((key) => ({
           key,
-          values: filtered.filter(d => d.sex === key)
+          values: filtered.filter((d) => d.sex === key),
         }));
 
         // TODO wrangle also for fare and survived state
@@ -276,8 +273,8 @@ <h3>Age Histogram</h3>
         // TODO also update the label for the selected survived state
       }
 
-      d3.csv("titanic3.csv").then(parsed => {
-        state.data = parsed.map(row => {
+      d3.csv("titanic3.csv").then((parsed) => {
+        state.data = parsed.map((row) => {
           row.age = parseInt(row.age, 10);
           row.fare = parseFloat(row.fare);
           return row;
@@ -287,7 +284,7 @@ <h3>Age Histogram</h3>
       });
 
       //interactivity
-      d3.select("#passenger-class").on("change", function() {
+      d3.select("#passenger-class").on("change", function () {
         const selected = d3.select(this).property("value");
         state.passengerClass = selected;
         updateApp();
diff --git a/examples/mcv05_transitions.html b/examples/mcv05_transitions.html
index 1c35c1b..f7ef81b 100644
--- a/examples/mcv05_transitions.html
+++ b/examples/mcv05_transitions.html
@@ -84,7 +84,7 @@ <h3>Survived Distribution</h3>
         data: [],
         passengerClass: "",
         selectedSex: null,
-        selectedSurvived: null
+        selectedSurvived: null,
       };
 
       function createHistogram(svgSelector) {
@@ -92,7 +92,7 @@ <h3>Survived Distribution</h3>
           top: 40,
           bottom: 10,
           left: 120,
-          right: 20
+          right: 20,
         };
         const width = 600 - margin.left - margin.right;
         const height = 400 - margin.top - margin.bottom;
@@ -119,7 +119,7 @@ <h3>Survived Distribution</h3>
         function update(new_data) {
           //: (IPerson[] & {x0: number, x1: number})[]
           //update the scales
-          xscale.domain([0, d3.max(new_data, d => d.length)]);
+          xscale.domain([0, d3.max(new_data, (d) => d.length)]);
           yscale.domain([new_data[0].x0, new_data[new_data.length - 1].x1]);
           //render the axis
           g_xaxis.transition().call(xaxis);
@@ -132,7 +132,7 @@ <h3>Survived Distribution</h3>
             .selectAll("rect")
             .data(new_data)
             .join(
-              enter => {
+              (enter) => {
                 // ENTER
                 // new elements
                 const rect_enter = enter
@@ -146,21 +146,21 @@ <h3>Survived Distribution</h3>
               },
               // UPDATE
               // update existing elements
-              update => update,
+              (update) => update,
               // EXIT
               // elements that aren't associated with data
-              exit => exit.remove()
+              (exit) => exit.remove()
             );
 
           // ENTER + UPDATE
           // both old and new elements
           rect
             .transition()
-            .attr("height", d => yscale(d.x1) - yscale(d.x0) - 2)
-            .attr("width", d => xscale(d.length))
-            .attr("y", d => yscale(d.x0) + 1);
+            .attr("height", (d) => yscale(d.x1) - yscale(d.x0) - 2)
+            .attr("width", (d) => xscale(d.length))
+            .attr("y", (d) => yscale(d.x0) + 1);
 
-          rect.select("title").text(d => `${d.x0}: ${d.length}`);
+          rect.select("title").text((d) => `${d.x0}: ${d.length}`);
         }
 
         return update;
@@ -181,13 +181,10 @@ <h3>Survived Distribution</h3>
 
         const pie = d3
           .pie()
-          .value(d => d.values.length)
+          .value((d) => d.values.length)
           .sortValues(null)
           .sort(null);
-        const arc = d3
-          .arc()
-          .outerRadius(radius)
-          .innerRadius(0);
+        const arc = d3.arc().outerRadius(radius).innerRadius(0);
 
         const cscale = d3.scaleOrdinal(colorScheme);
 
@@ -196,20 +193,20 @@ <h3>Survived Distribution</h3>
           const pied = pie(new_data);
           // Render the chart with new data
 
-          cscale.domain(new_data.map(d => d.key));
+          cscale.domain(new_data.map((d) => d.key));
 
           // DATA JOIN
           const path = g
             .selectAll("path")
-            .data(pied, d => d.data.key)
+            .data(pied, (d) => d.data.key)
             .join(
               // ENTER
               // new elements
-              enter => {
+              (enter) => {
                 const path_enter = enter.append("path");
                 // TODO register click handler to change selected sex in state and call updateApp()
                 path_enter.append("title");
-                path_enter.on("click", d => {
+                path_enter.on("click", (d) => {
                   if (state.selectedSex === d.data.key) {
                     state.selectedSex = null;
                   } else {
@@ -224,11 +221,11 @@ <h3>Survived Distribution</h3>
           // ENTER + UPDATE
           // both old and new elements
           path
-            .classed("selected", d => d.data.key === state.selectedSex)
+            .classed("selected", (d) => d.data.key === state.selectedSex)
             .attr("d", arc) // TODO set the CSS class `selected` if the current data item is the selected sex in the state
-            .style("fill", d => cscale(d.data.key));
+            .style("fill", (d) => cscale(d.data.key));
 
-          path.select("title").text(d => `${d.data.key}: ${d.data.values.length}`);
+          path.select("title").text((d) => `${d.data.key}: ${d.data.values.length}`);
         }
 
         return update;
@@ -242,7 +239,7 @@ <h3>Survived Distribution</h3>
       const survivedPieChart = createPieChart("#survived", "selectedSurvived", d3.schemeSet3.slice(2));
 
       function filterData() {
-        return state.data.filter(d => {
+        return state.data.filter((d) => {
           if (state.passengerClass && d.pclass !== state.passengerClass) {
             return false;
           }
@@ -261,34 +258,34 @@ <h3>Survived Distribution</h3>
           .histogram()
           .domain([0, 100])
           .thresholds(10)
-          .value(d => d.age);
+          .value((d) => d.age);
 
         const ageHistogramData = ageHistogram(filtered);
 
         // always the two categories
-        const sexPieData = ["female", "male"].map(key => ({
+        const sexPieData = ["female", "male"].map((key) => ({
           key,
-          values: filtered.filter(d => d.sex === key)
+          values: filtered.filter((d) => d.sex === key),
         }));
 
         const fareHistogram = d3
           .histogram()
-          .domain([0, d3.max(filtered, d => d.fare)])
-          .value(d => d.fare);
+          .domain([0, d3.max(filtered, (d) => d.fare)])
+          .value((d) => d.fare);
 
         const fareHistogramData = fareHistogram(filtered);
 
         // always the two categories
-        const survivedPieData = ["0", "1"].map(key => ({
+        const survivedPieData = ["0", "1"].map((key) => ({
           key,
-          values: filtered.filter(d => d.survived === key)
+          values: filtered.filter((d) => d.survived === key),
         }));
 
         return {
           ageHistogramData,
           sexPieData,
           fareHistogramData,
-          survivedPieData
+          survivedPieData,
         };
       }
 
@@ -305,8 +302,8 @@ <h3>Survived Distribution</h3>
         d3.select("#selectedSurvived").text(state.selectedSurvived || "None");
       }
 
-      d3.csv("titanic3.csv").then(parsed => {
-        state.data = parsed.map(row => {
+      d3.csv("titanic3.csv").then((parsed) => {
+        state.data = parsed.map((row) => {
           row.age = parseInt(row.age, 10);
           row.fare = parseFloat(row.fare);
           return row;
@@ -316,7 +313,7 @@ <h3>Survived Distribution</h3>
       });
 
       //interactivity
-      d3.select("#passenger-class").on("change", function() {
+      d3.select("#passenger-class").on("change", function () {
         const selected = d3.select(this).property("value");
         state.passengerClass = selected;
         updateApp();
diff --git a/examples/mcv06_final.html b/examples/mcv06_final.html
index 73f87ea..e4e54ac 100644
--- a/examples/mcv06_final.html
+++ b/examples/mcv06_final.html
@@ -84,7 +84,7 @@ <h3>Survived Distribution</h3>
         data: [],
         passengerClass: "",
         selectedSex: null,
-        selectedSurvived: null
+        selectedSurvived: null,
       };
 
       function createHistogram(svgSelector) {
@@ -92,7 +92,7 @@ <h3>Survived Distribution</h3>
           top: 40,
           bottom: 10,
           left: 120,
-          right: 20
+          right: 20,
         };
         const width = 600 - margin.left - margin.right;
         const height = 400 - margin.top - margin.bottom;
@@ -119,7 +119,7 @@ <h3>Survived Distribution</h3>
         function update(new_data) {
           //: (IPerson[] & {x0: number, x1: number})[]
           //update the scales
-          xscale.domain([0, d3.max(new_data, d => d.length)]);
+          xscale.domain([0, d3.max(new_data, (d) => d.length)]);
           yscale.domain([new_data[0].x0, new_data[new_data.length - 1].x1]);
           //render the axis
           g_xaxis.transition().call(xaxis);
@@ -132,7 +132,7 @@ <h3>Survived Distribution</h3>
             .selectAll("rect")
             .data(new_data)
             .join(
-              enter => {
+              (enter) => {
                 // ENTER
                 // new elements
                 const rect_enter = enter
@@ -146,21 +146,21 @@ <h3>Survived Distribution</h3>
               },
               // UPDATE
               // update existing elements
-              update => update,
+              (update) => update,
               // EXIT
               // elements that aren't associated with data
-              exit => exit.remove()
+              (exit) => exit.remove()
             );
 
           // ENTER + UPDATE
           // both old and new elements
           rect
             .transition()
-            .attr("height", d => yscale(d.x1) - yscale(d.x0) - 2)
-            .attr("width", d => xscale(d.length))
-            .attr("y", d => yscale(d.x0) + 1);
+            .attr("height", (d) => yscale(d.x1) - yscale(d.x0) - 2)
+            .attr("width", (d) => xscale(d.length))
+            .attr("y", (d) => yscale(d.x0) + 1);
 
-          rect.select("title").text(d => `${d.x0}: ${d.length}`);
+          rect.select("title").text((d) => `${d.x0}: ${d.length}`);
         }
 
         return update;
@@ -181,16 +181,13 @@ <h3>Survived Distribution</h3>
 
         const pie = d3
           .pie()
-          .value(d => d.values.length)
+          .value((d) => d.values.length)
           .sortValues(null)
           .sort(null);
-        const arc = d3
-          .arc()
-          .outerRadius(radius)
-          .innerRadius(0);
+        const arc = d3.arc().outerRadius(radius).innerRadius(0);
         const noSlice = [
           { startAngle: 0, endAngle: Math.PI * 2, padAngle: 0 },
-          { startAngle: 0, endAngle: 0, padAngle: 0 }
+          { startAngle: 0, endAngle: 0, padAngle: 0 },
         ];
 
         const cscale = d3.scaleOrdinal(colorScheme);
@@ -200,28 +197,28 @@ <h3>Survived Distribution</h3>
           const pied = pie(new_data);
           // Render the chart with new data
 
-          cscale.domain(new_data.map(d => d.key));
+          cscale.domain(new_data.map((d) => d.key));
 
           // DATA JOIN
           const old = g.selectAll("path").data();
 
           function tweenArc(d, i) {
             const interpolate = d3.interpolateObject(old[i], d);
-            return t => arc(interpolate(t));
+            return (t) => arc(interpolate(t));
           }
 
           // DATA JOIN
           const path = g
             .selectAll("path")
-            .data(pied, d => d.data.key)
+            .data(pied, (d) => d.data.key)
             .join(
               // ENTER
               // new elements
-              enter => {
+              (enter) => {
                 const path_enter = enter
                   .append("path")
                   .attr("d", (d, i) => arc(noSlice[i]))
-                  .on("click", d => {
+                  .on("click", (d) => {
                     if (state[stateAttr] === d.data.key) {
                       state[stateAttr] = null;
                     } else {
@@ -232,23 +229,19 @@ <h3>Survived Distribution</h3>
                 path_enter.append("title");
                 return path_enter;
               },
-              update => update,
-              exit =>
-                exit
-                  .transition()
-                  .attrTween("d", tweenArc)
-                  .remove()
+              (update) => update,
+              (exit) => exit.transition().attrTween("d", tweenArc).remove()
             );
 
           // ENTER + UPDATE
           // both old and new elements
           path
-            .classed("selected", d => d.data.key === state.selectedSex)
+            .classed("selected", (d) => d.data.key === state.selectedSex)
             .transition()
             .attrTween("d", tweenArc)
-            .style("fill", d => cscale(d.data.key));
+            .style("fill", (d) => cscale(d.data.key));
 
-          path.select("title").text(d => `${d.data.key}: ${d.data.values.length}`);
+          path.select("title").text((d) => `${d.data.key}: ${d.data.values.length}`);
         }
         return update;
       }
@@ -261,7 +254,7 @@ <h3>Survived Distribution</h3>
       const survivedPieChart = createPieChart("#survived", "selectedSurvived", d3.schemeSet3.slice(2));
 
       function filterData() {
-        return state.data.filter(d => {
+        return state.data.filter((d) => {
           if (state.passengerClass && d.pclass !== state.passengerClass) {
             return false;
           }
@@ -280,34 +273,34 @@ <h3>Survived Distribution</h3>
           .histogram()
           .domain([0, 100])
           .thresholds(10)
-          .value(d => d.age);
+          .value((d) => d.age);
 
         const ageHistogramData = ageHistogram(filtered);
 
         // always the two categories
-        const sexPieData = ["female", "male"].map(key => ({
+        const sexPieData = ["female", "male"].map((key) => ({
           key,
-          values: filtered.filter(d => d.sex === key)
+          values: filtered.filter((d) => d.sex === key),
         }));
 
         const fareHistogram = d3
           .histogram()
-          .domain([0, d3.max(filtered, d => d.fare)])
-          .value(d => d.fare);
+          .domain([0, d3.max(filtered, (d) => d.fare)])
+          .value((d) => d.fare);
 
         const fareHistogramData = fareHistogram(filtered);
 
         // always the two categories
-        const survivedPieData = ["0", "1"].map(key => ({
+        const survivedPieData = ["0", "1"].map((key) => ({
           key,
-          values: filtered.filter(d => d.survived === key)
+          values: filtered.filter((d) => d.survived === key),
         }));
 
         return {
           ageHistogramData,
           sexPieData,
           fareHistogramData,
-          survivedPieData
+          survivedPieData,
         };
       }
 
@@ -324,8 +317,8 @@ <h3>Survived Distribution</h3>
         d3.select("#selectedSurvived").text(state.selectedSurvived || "None");
       }
 
-      d3.csv("titanic3.csv").then(parsed => {
-        state.data = parsed.map(row => {
+      d3.csv("titanic3.csv").then((parsed) => {
+        state.data = parsed.map((row) => {
           row.age = parseInt(row.age, 10);
           row.fare = parseFloat(row.fare);
           return row;
@@ -335,7 +328,7 @@ <h3>Survived Distribution</h3>
       });
 
       //interactivity
-      d3.select("#passenger-class").on("change", function() {
+      d3.select("#passenger-class").on("change", function () {
         const selected = d3.select(this).property("value");
         state.passengerClass = selected;
         updateApp();
diff --git a/examples/miserables.html b/examples/miserables.html
index 7dd9cf2..8fdddf6 100644
--- a/examples/miserables.html
+++ b/examples/miserables.html
@@ -32,7 +32,7 @@ <h1>Force Layout</h1>
         top: 40,
         bottom: 10,
         left: 20,
-        right: 20
+        right: 20,
       };
       const width = 800 - margin.left - margin.right;
       const height = 600 - margin.top - margin.bottom;
@@ -52,48 +52,42 @@ <h1>Force Layout</h1>
         .forceSimulation()
         .force(
           "link",
-          d3.forceLink().id(d => d.id)
+          d3.forceLink().id((d) => d.id)
         )
         .force("charge", d3.forceManyBody())
         .force("center", d3.forceCenter(width / 2, height / 2));
 
       const color = d3.scaleOrdinal(d3.schemeCategory10);
 
-      d3.json("miserables.json").then(data => {
+      d3.json("miserables.json").then((data) => {
         // Links data join
         const link = svg
           .selectAll(".link")
           .data(data.links)
-          .join(enter => enter.append("line").attr("class", "link"));
+          .join((enter) => enter.append("line").attr("class", "link"));
 
         // Nodes data join
         const node = svg
           .selectAll(".node")
           .data(data.nodes)
-          .join(enter => {
-            const node_enter = enter
-              .append("circle")
-              .attr("class", "node")
-              .attr("r", 10);
-            node_enter.append("title").text(d => d.id);
+          .join((enter) => {
+            const node_enter = enter.append("circle").attr("class", "node").attr("r", 10);
+            node_enter.append("title").text((d) => d.id);
             return node_enter;
           });
 
-        node.style("fill", d => color(d.group));
+        node.style("fill", (d) => color(d.group));
 
-        simulation
-          .nodes(data.nodes)
-          .force("link")
-          .links(data.links);
+        simulation.nodes(data.nodes).force("link").links(data.links);
 
-        simulation.on("tick", e => {
+        simulation.on("tick", (e) => {
           link
-            .attr("x1", d => d.source.x)
-            .attr("y1", d => d.source.y)
-            .attr("x2", d => d.target.x)
-            .attr("y2", d => d.target.y);
+            .attr("x1", (d) => d.source.x)
+            .attr("y1", (d) => d.source.y)
+            .attr("x2", (d) => d.target.x)
+            .attr("y2", (d) => d.target.y);
 
-          node.attr("cx", d => d.x).attr("cy", d => d.y);
+          node.attr("cx", (d) => d.x).attr("cy", (d) => d.y);
         });
       });
     </script>
diff --git a/examples/persons.html b/examples/persons.html
index 73bd3ae..ddd2709 100644
--- a/examples/persons.html
+++ b/examples/persons.html
@@ -34,72 +34,64 @@ <h1>D3 Persons: Weight vs Age</h1>
           name: "Steve",
           age: 10,
           weight: 30,
-          gender: "male"
+          gender: "male",
         },
         {
           name: "Stan",
           age: 15,
           weight: 60,
-          gender: "male"
+          gender: "male",
         },
         {
           name: "Tom",
           age: 18,
           weight: 70,
-          gender: "male"
+          gender: "male",
         },
         {
           name: "Marie",
           age: 18,
           weight: 58,
-          gender: "female"
-        }
+          gender: "female",
+        },
       ];
 
-      const color = d3
-        .scaleOrdinal()
-        .domain(["female", "male"])
-        .range(["red", "blue"]);
+      const color = d3.scaleOrdinal().domain(["female", "male"]).range(["red", "blue"]);
       const xscale = d3
         .scaleLinear()
-        .domain([0, d3.max(data, d => d.age)])
+        .domain([0, d3.max(data, (d) => d.age)])
         .range([0, width]);
       const yscale = d3
         .scaleLinear()
-        .domain([0, d3.max(data, d => d.weight)])
+        .domain([0, d3.max(data, (d) => d.weight)])
         .range([height, 0]);
 
       const xaxis = d3.axisBottom().scale(xscale);
       const yaxis = d3.axisLeft().scale(yscale);
 
-      g.append("g")
-        .classed("x.axis", true)
-        .attr("transform", `translate(0,${height})`)
-        .call(xaxis);
-      g.append("g")
-        .classed("y.axis", true)
-        .call(yaxis);
+      g.append("g").classed("x.axis", true).attr("transform", `translate(0,${height})`).call(xaxis);
+      g.append("g").classed("y.axis", true).call(yaxis);
       const group = g.append("g");
 
       const marks = group
         .selectAll("circle")
         .data(data)
         .join(
-          enter => {
+          (enter) => {
             const marks_enter = enter.append("circle");
             marks_enter.attr("r", 5).append("title");
             return marks_enter;
           },
-          update => update,
-          exit => exit.remove()
+          (update) => update,
+          (exit) => exit.remove()
         );
 
       marks
-        .style("fill", d => color(d.gender))
-        .attr("cx", d => xscale(d.age))
-        .attr("cy", d => yscale(d.weight));
+        .style("fill", (d) => color(d.gender))
+        .attr("cx", (d) => xscale(d.age))
+        .attr("cy", (d) => yscale(d.weight));
 
-      marks.select("title").text(d => d.name);
+      marks.select("title").text((d) => d.name);
     </script>
   </body>
 </html>
diff --git a/examples/pie.html b/examples/pie.html
index 19962a9..d44c43f 100644
--- a/examples/pie.html
+++ b/examples/pie.html
@@ -20,11 +20,7 @@ <h1>D3 Pie Example</h1>
       const height = 600;
 
       // Creates sources <svg> element
-      const svg = d3
-        .select("body")
-        .append("svg")
-        .attr("width", width)
-        .attr("height", height);
+      const svg = d3.select("body").append("svg").attr("width", width).attr("height", height);
 
       const g = svg.append("g").attr("transform", `translate(${width / 2}, ${height / 2})`);
 
@@ -46,12 +42,7 @@ <h1>D3 Pie Example</h1>
       const arcs = g
         .selectAll(".arc")
         .data(pied_data)
-        .join(enter =>
-          enter
-            .append("path")
-            .attr("class", "arc")
-            .style("stroke", "white")
-        );
+        .join((enter) => enter.append("path").attr("class", "arc").style("stroke", "white"));
 
       arcs.attr("d", arc).style("fill", (d, i) => color(i));
     </script>
diff --git a/package-lock.json b/package-lock.json
index 1ddd655..51d9673 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -59,9 +59,9 @@
       }
     },
     "@types/d3-brush": {
-      "version": "1.0.10",
-      "resolved": "https://registry.npmjs.org/@types/d3-brush/-/d3-brush-1.0.10.tgz",
-      "integrity": "sha512-J8jREATIrfJaAfhJivqaEKPnJsRlwwrOPje+ABqZFgamADjll+q9zaDXnYyjiGPPsiJEU+Qq9jQi5rECxIOfhg==",
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@types/d3-brush/-/d3-brush-1.1.0.tgz",
+      "integrity": "sha512-yz5Y94XpUARimOlLk+RWM1cZh1FrtmSGOyDQfCArsMa6kAnhjF3EserSTDnHAuVuNATMoTIOPHa7pjG2iTkPYA==",
       "dev": true,
       "requires": {
         "@types/d3-selection": "*"
@@ -192,9 +192,9 @@
       "dev": true
     },
     "@types/d3-scale": {
-      "version": "2.1.1",
-      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-2.1.1.tgz",
-      "integrity": "sha512-kNTkbZQ+N/Ip8oX9PByXfDLoCSaZYm+VUOasbmsa6KD850/ziMdYepg/8kLg2plHzoLANdMqPoYQbvExevLUHg==",
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-2.2.0.tgz",
+      "integrity": "sha512-oQFanN0/PiR2oySHfj+zAAkK1/p4LD32Nt1TMVmzk+bYHk7vgIg/iTXQWitp1cIkDw4LMdcgvO63wL+mNs47YA==",
       "dev": true,
       "requires": {
         "@types/d3-time": "*"
@@ -240,9 +240,9 @@
       "dev": true
     },
     "@types/d3-transition": {
-      "version": "1.1.5",
-      "resolved": "https://registry.npmjs.org/@types/d3-transition/-/d3-transition-1.1.5.tgz",
-      "integrity": "sha512-4IexeQEmEk2u5/ZxqHPCiKxX+sn7uPsg+wb6zL3KLqj8jFlhcueAo3a5Tj1Z74VBeeeQjirdSFNtR87Gox/iwA==",
+      "version": "1.1.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-transition/-/d3-transition-1.1.6.tgz",
+      "integrity": "sha512-/F+O2r4oz4G9ATIH3cuSCMGphAnl7VDx7SbENEK0NlI/FE8Jx2oiIrv0uTrpg7yF/AmuWbqp7AGdEHAPIh24Gg==",
       "dev": true,
       "requires": {
         "@types/d3-selection": "*"
@@ -303,9 +303,9 @@
       "dev": true
     },
     "d3": {
-      "version": "5.15.0",
-      "resolved": "https://registry.npmjs.org/d3/-/d3-5.15.0.tgz",
-      "integrity": "sha512-C+E80SL2nLLtmykZ6klwYj5rPqB5nlfN5LdWEAVdWPppqTD8taoJi2PxLZjPeYT8FFRR2yucXq+kBlOnnvZeLg==",
+      "version": "5.15.1",
+      "resolved": "https://registry.npmjs.org/d3/-/d3-5.15.1.tgz",
+      "integrity": "sha512-Xu9gT6Lm0jH3wWJJSRomFwqnGGi3YAfWIfxNFl4++YVgYOjo3F8V2idAG3nJBgpZOkD0/RHPZX6F4k6tzgOvYw==",
       "requires": {
         "d3-array": "1",
         "d3-axis": "1",
@@ -438,9 +438,9 @@
       }
     },
     "d3-format": {
-      "version": "1.4.3",
-      "resolved": "https://registry.npmjs.org/d3-format/-/d3-format-1.4.3.tgz",
-      "integrity": "sha512-mm/nE2Y9HgGyjP+rKIekeITVgBtX97o1nrvHCWX8F/yBYyevUTvu9vb5pUnKwrcSw7o7GuwMOWjS9gFDs4O+uQ=="
+      "version": "1.4.4",
+      "resolved": "https://registry.npmjs.org/d3-format/-/d3-format-1.4.4.tgz",
+      "integrity": "sha512-TWks25e7t8/cqctxCmxpUuzZN11QxIA7YrMbram94zMQ0PXjE4LVIMe/f6a4+xxL8HQ3OsAFULOINQi1pE62Aw=="
     },
     "d3-geo": {
       "version": "1.11.9",
@@ -594,9 +594,9 @@
       "dev": true
     },
     "follow-redirects": {
-      "version": "1.9.0",
-      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.9.0.tgz",
-      "integrity": "sha512-CRcPzsSIbXyVDl0QI01muNDu69S8trU4jArW9LpOt2WtC6LyUJetcIrmfHsRBx7/Jb6GHJUiuqyYxPooFfNt6A==",
+      "version": "1.11.0",
+      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.11.0.tgz",
+      "integrity": "sha512-KZm0V+ll8PfBrKwMzdo5D13b1bur9Iq9Zd/RMmAoQQcl2PxxFml8cxXPaaPYVbV0RjNjq1CU7zIzAOqtUPudmA==",
       "dev": true,
       "requires": {
         "debug": "^3.0.0"
@@ -658,26 +658,18 @@
       "dev": true
     },
     "minimist": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.0.tgz",
-      "integrity": "sha1-o1AIsg9BOD7sH7kU9M1d95omQoQ=",
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.5.tgz",
+      "integrity": "sha512-FM9nNUYrRBAELZQT3xeZQ7fmMOBg6nWNmJKTcgsJeaLstP/UODVpGsr5OhXhhXg6f+qtJ8uiZ+PUxkDWcgIXLw==",
       "dev": true
     },
     "mkdirp": {
-      "version": "0.5.1",
-      "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-0.5.1.tgz",
-      "integrity": "sha1-MAV0OOrGz3+MR2fzhkjWaX11yQM=",
+      "version": "0.5.5",
+      "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-0.5.5.tgz",
+      "integrity": "sha512-NKmAlESf6jMGym1++R0Ra7wvhV+wFW63FaSOFPwRahvea0gMUcGUhVeAg/0BC0wiv9ih5NYPB1Wn1UEI1/L+xQ==",
       "dev": true,
       "requires": {
-        "minimist": "0.0.8"
-      },
-      "dependencies": {
-        "minimist": {
-          "version": "0.0.8",
-          "resolved": "https://registry.npmjs.org/minimist/-/minimist-0.0.8.tgz",
-          "integrity": "sha1-hX/Kv8M5fSYluCKCYuhqp6ARsF0=",
-          "dev": true
-        }
+        "minimist": "^1.2.5"
       }
     },
     "ms": {
@@ -722,15 +714,15 @@
       }
     },
     "prettier": {
-      "version": "1.19.1",
-      "resolved": "https://registry.npmjs.org/prettier/-/prettier-1.19.1.tgz",
-      "integrity": "sha512-s7PoyDv/II1ObgQunCbB9PdLmUcBZcnWOcxDh7O0N/UwDEsHyqkW+Qh28jW+mVuCdx7gLB0BotYI1Y6uI9iyew==",
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/prettier/-/prettier-2.0.4.tgz",
+      "integrity": "sha512-SVJIQ51spzFDvh4fIbCLvciiDMCrRhlN3mbZvv/+ycjvmF5E73bKdGfU8QDLNmjYJf+lsGnDBC4UUnvTe5OO0w==",
       "dev": true
     },
     "qs": {
-      "version": "6.9.1",
-      "resolved": "https://registry.npmjs.org/qs/-/qs-6.9.1.tgz",
-      "integrity": "sha512-Cxm7/SS/y/Z3MHWSxXb8lIFqgqBowP5JMlTUFyJN88y0SGQhVmZnqFK/PeuMX9LzUyWsqqhNxIyg0jlzq946yA==",
+      "version": "6.9.3",
+      "resolved": "https://registry.npmjs.org/qs/-/qs-6.9.3.tgz",
+      "integrity": "sha512-EbZYNarm6138UKKq46tdx08Yo/q9ZhFoAXAI1meAFd2GtbRDhbZY2WQSICskT0c5q99aFzLG1D4nvTk9tqfXIw==",
       "dev": true
     },
     "requires-port": {
@@ -756,9 +748,9 @@
       "dev": true
     },
     "typescript": {
-      "version": "3.7.5",
-      "resolved": "https://registry.npmjs.org/typescript/-/typescript-3.7.5.tgz",
-      "integrity": "sha512-/P5lkRXkWHNAbcJIiHPfRoKqyd7bsyCma1hZNUGfn20qm64T6ZBlrzprymeu918H+mB/0rIg2gGK/BXkhhYgBw==",
+      "version": "3.8.3",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-3.8.3.tgz",
+      "integrity": "sha512-MYlEfn5VrLNsgudQTVJeNaQFUAI7DkhnOjdpAp4T+ku1TfQClewlbSuTVHiA+8skNBgaf02TL/kLOvig4y3G8w==",
       "dev": true
     },
     "union": {
diff --git a/package.json b/package.json
index 1d2dd8d..775e1a3 100644
--- a/package.json
+++ b/package.json
@@ -22,12 +22,12 @@
   },
   "homepage": "https://github.com/sgratzl/d3tutorial#readme",
   "dependencies": {
-    "d3": "^5.15.0"
+    "d3": "^5.15.1"
   },
   "devDependencies": {
     "@types/d3": "^5.7.2",
     "http-server": "^0.12.1",
-    "prettier": "^1.19.1",
-    "typescript": "^3.7.5"
+    "prettier": "^2.0.4",
+    "typescript": "^3.8.3"
   }
 }
diff --git a/web_modules/d3/README.md b/web_modules/d3/README.md
index 0bdaab2..4fa9c4a 100644
--- a/web_modules/d3/README.md
+++ b/web_modules/d3/README.md
@@ -6,10 +6,10 @@
 
 ## Resources
 
+* [Introduction](https://observablehq.com/@d3/learn-d3)
 * [API Reference](https://github.com/d3/d3/blob/master/API.md)
-* [Release Notes](https://github.com/d3/d3/releases)
-* [Gallery](https://github.com/d3/d3/wiki/Gallery)
-* [Examples](https://observablehq.com/@d3)
+* [Releases](https://github.com/d3/d3/releases)
+* [Examples](https://observablehq.com/@d3/gallery)
 * [Wiki](https://github.com/d3/d3/wiki)
 
 ## Installing
diff --git a/web_modules/d3/dist/d3.js b/web_modules/d3/dist/d3.js
index 275c955..95bc9a6 100644
--- a/web_modules/d3/dist/d3.js
+++ b/web_modules/d3/dist/d3.js
@@ -1,11 +1,11 @@
-// https://d3js.org v5.15.0 Copyright 2019 Mike Bostock
+// https://d3js.org v5.15.1 Copyright 2020 Mike Bostock
 (function (global, factory) {
 typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports) :
 typeof define === 'function' && define.amd ? define(['exports'], factory) :
 (global = global || self, factory(global.d3 = global.d3 || {}));
 }(this, function (exports) { 'use strict';
 
-var version = "5.15.0";
+var version = "5.15.1";
 
 function ascending(a, b) {
   return a < b ? -1 : a > b ? 1 : a >= b ? 0 : NaN;
@@ -7448,19 +7448,20 @@ function formatLocale(locale) {
       } else {
         value = +value;
 
+        // Determine the sign. -0 is not less than 0, but 1 / -0 is!
+        var valueNegative = value < 0 || 1 / value < 0;
+
         // Perform the initial formatting.
-        var valueNegative = value < 0;
         value = isNaN(value) ? nan : formatType(Math.abs(value), precision);
 
         // Trim insignificant zeros.
         if (trim) value = formatTrim(value);
 
-        // If a negative value rounds to zero during formatting, treat as positive.
-        if (valueNegative && +value === 0) valueNegative = false;
+        // If a negative value rounds to zero after formatting, and no explicit positive sign is requested, hide the sign.
+        if (valueNegative && +value === 0 && sign !== "+") valueNegative = false;
 
         // Compute the prefix and suffix.
         valuePrefix = (valueNegative ? (sign === "(" ? sign : minus) : sign === "-" || sign === "(" ? "" : sign) + valuePrefix;
-
         valueSuffix = (type === "s" ? prefixes[8 + prefixExponent / 3] : "") + valueSuffix + (valueNegative && sign === "(" ? ")" : "");
 
         // Break the formatted value into the integer “value” part that can be
diff --git a/web_modules/d3/dist/d3.min.js b/web_modules/d3/dist/d3.min.js
index 057c258..27c8c13 100644
--- a/web_modules/d3/dist/d3.min.js
+++ b/web_modules/d3/dist/d3.min.js
@@ -1,2 +1,2 @@
-// https://d3js.org v5.15.0 Copyright 2019 Mike Bostock
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diff --git a/web_modules/d3/dist/d3.node.js b/web_modules/d3/dist/d3.node.js
index 5fdd06a..2b92279 100644
--- a/web_modules/d3/dist/d3.node.js
+++ b/web_modules/d3/dist/d3.node.js
@@ -34,7 +34,7 @@ var d3Transition = require('d3-transition');
 var d3Voronoi = require('d3-voronoi');
 var d3Zoom = require('d3-zoom');
 
-var version = "5.15.0";
+var version = "5.15.1";
 
 Object.keys(d3Array).forEach(function (k) {
 	if (k !== 'default') Object.defineProperty(exports, k, {
diff --git a/web_modules/d3/dist/package.js b/web_modules/d3/dist/package.js
index c64d7bf..5b2a0d8 100644
--- a/web_modules/d3/dist/package.js
+++ b/web_modules/d3/dist/package.js
@@ -1,5 +1,5 @@
 export var name = "d3";
-export var version = "5.15.0";
+export var version = "5.15.1";
 export var description = "Data-Driven Documents";
 export var keywords = ["dom","visualization","svg","animation","canvas"];
 export var homepage = "https://d3js.org";
diff --git a/web_modules/d3/package.json b/web_modules/d3/package.json
index ed99683..6e7963f 100644
--- a/web_modules/d3/package.json
+++ b/web_modules/d3/package.json
@@ -1,27 +1,27 @@
 {
-  "_from": "d3@^5.15.0",
-  "_id": "d3@5.15.0",
+  "_from": "d3@^5.15.1",
+  "_id": "d3@5.15.1",
   "_inBundle": false,
-  "_integrity": "sha512-C+E80SL2nLLtmykZ6klwYj5rPqB5nlfN5LdWEAVdWPppqTD8taoJi2PxLZjPeYT8FFRR2yucXq+kBlOnnvZeLg==",
+  "_integrity": "sha512-Xu9gT6Lm0jH3wWJJSRomFwqnGGi3YAfWIfxNFl4++YVgYOjo3F8V2idAG3nJBgpZOkD0/RHPZX6F4k6tzgOvYw==",
   "_location": "/d3",
   "_phantomChildren": {},
   "_requested": {
     "type": "range",
     "registry": true,
-    "raw": "d3@^5.15.0",
+    "raw": "d3@^5.15.1",
     "name": "d3",
     "escapedName": "d3",
-    "rawSpec": "^5.15.0",
+    "rawSpec": "^5.15.1",
     "saveSpec": null,
-    "fetchSpec": "^5.15.0"
+    "fetchSpec": "^5.15.1"
   },
   "_requiredBy": [
     "/"
   ],
-  "_resolved": "https://registry.npmjs.org/d3/-/d3-5.15.0.tgz",
-  "_shasum": "ffd44958e6a3cb8a59a84429c45429b8bca5677a",
-  "_spec": "d3@^5.15.0",
-  "_where": "/mnt/d/w/d3tutorial",
+  "_resolved": "https://registry.npmjs.org/d3/-/d3-5.15.1.tgz",
+  "_shasum": "7a8f32208559505bf1f56537a31c3fb8e76a519b",
+  "_spec": "d3@^5.15.1",
+  "_where": "D:\\w\\d3tutorial",
   "author": {
     "name": "Mike Bostock",
     "url": "https://bost.ocks.org/mike"
@@ -102,5 +102,5 @@
     "test": "tape 'test/**/*-test.js'"
   },
   "unpkg": "dist/d3.min.js",
-  "version": "5.15.0"
+  "version": "5.15.1"
 }

From 7495f60bb3779e0d217d5b825ac722e5b01c12d8 Mon Sep 17 00:00:00 2001
From: Samuel Gratzl <sam@sgratzl.com>
Date: Thu, 9 Apr 2020 10:30:12 +0200
Subject: [PATCH 5/5] add vega and small fixes

---
 README.md  |  40 ++++++++++++++++++++++++++--------------
 i/vega.png | Bin 0 -> 98081 bytes
 2 files changed, 26 insertions(+), 14 deletions(-)
 create mode 100644 i/vega.png

diff --git a/README.md b/README.md
index 786c980..1b9af95 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # D3 Tutorial
 
-This is a short tutorial introducing the basic elements and concepts of D3. D3 stands for Data-Driven Documents and is a very popular JavaScript library written by [Mike Bostock](http://bost.ocks.org/mike/).
+This is a short tutorial introducing the basic elements and concepts of D3. D3 stands for Data-Driven Documents and is a very popular JavaScript library written by [Mike Bostock](https://bost.ocks.org/mike/).
 
 Homepage: https://d3js.org/
 
@@ -21,7 +21,7 @@ Download / Include:
 
 ## Credits
 
-This tutorial is based on the work of [Samuel Gratzl](https://github.com/sgratzl/d3tutorial), [Holger Stitz](https://github.com/thinkh/d3tutorial) and [Alexander Lex](https://dataviscourse.net/2016/tutorials/).
+This tutorial is created and maintained by [Samuel Gratzl](https://github.com/sgratzl/d3tutorial), with contributions from [Holger Stitz](https://github.com/thinkh/d3tutorial), and based on a tutorial by [Alexander Lex](https://dataviscourse.net/2016/tutorials/).
 
 ---
 
@@ -56,8 +56,12 @@ Extras
 - [More D3](#more-d3)
 - [D3 Boilerplate](#boilerplate)
 - [What Else Besides D3](#beside-d3)
+
+Appendix
+
 - [TypeScript and D3][#typescript]
 
+
 > SURVEY: What do you guys already know?
 
 ---
@@ -66,7 +70,7 @@ Extras
 
 # Development Environment
 
-Using a good development environment can save you time and prevent you from pain. Editors like [Visual Studio Code](https://code.visualstudio.com), [Sublime](http://www.sublimetext.com/), or [Atom](https://atom.io) are a good start. Fully fledged integrated development environments such as [WebStorm](https://www.jetbrains.com/webstorm/) or [Eclipse](http://www.eclipse.org/webtools/) may be complex at a first glance but provide a bunch of useful features.
+Using a good development environment can save you time and prevent you from pain. Editors like [Visual Studio Code](https://code.visualstudio.com), [Sublime](https://www.sublimetext.com/), or [Atom](https://atom.io) are a good start. Fully fledged integrated development environments such as [WebStorm](https://www.jetbrains.com/webstorm/) or [Eclipse](https://www.eclipse.org/webtools/) may be complex at a first glance but provide a bunch of useful features.
 
 ## Chrome Developer Tools
 
@@ -133,7 +137,7 @@ HTML elements can be nested:
 The opening tag of an element can contain extra information as attributes:
 
 ```html
-<a href="http://www.google.com">A link to Google's main page</a>
+<a href="https://www.google.com">A link to Google's main page</a>
 ```
 
 The `a` element (which stood for "anchor") describes a link. The attribute `href` means "HTML reference". The meaning given to each attribute changes from element to element.
@@ -187,7 +191,7 @@ Most important selectors explained in an example
 
 ```html
 <!DOCTYPE html>
-<html>
+<html lang="en">
   <head>
     <title>CSS Example</title>
     <style>
@@ -438,7 +442,7 @@ The basic idea of D3 is binding data items to DOM elements and manipulate them a
 
 ![D3 Data Join Set Relationship](i/join_types.png)
 
-For each of the cases we have to tell D3 what to do. e.g. when we have more data items than DOM elements, we are in the _enter_ phase and need to specify a way how to create the remaining ones. Similarly if we more DOM elements than data items we are in the _exit_ phase and need to take care of removing the superfluous ones.
+For each of the cases we have to tell D3 what to do. e.g. when we have more data items than DOM elements, we are in the _enter_ phase and need to specify a way how to create the remaining ones. Similarly if we have more DOM elements than data items we are in the _exit_ phase and need to take care of removing the superfluous ones.
 
 Basic workflow:
 
@@ -587,7 +591,7 @@ Adding a title attribute: [barchart02_title.html](examples/barchart02_title.html
 
 In the current version we have static hard-coded data in our files. D3 provides a bunch of function for loading external files. The most important ones are `d3.json` for loading JSON files and `d3.csv` for CSV files respectively. Both return a [Promise](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Using_promises) that will resolve when the file has been loaded.
 
-**Important: Data Loading is asynchronous**! That means you won't get the data immediately as a return value. But you get a Promise that will be resolved , as soon as the data are ready. You can't predict when this happens. You have to structure your code accordingly.
+**Important: Data loading is asynchronous**! That means you won't get the data immediately as a return value. But you get a Promise that will be resolved , as soon as the data are ready. You can't predict when this happens. You have to structure your code accordingly.
 
 ```js
 d3.json("file_to_load.json")
@@ -648,7 +652,7 @@ D3 provides different scales:
 ### Colors
 
 With version 5 D3 extracted the color schemes to it on repository located at
-https://github.com/d3/d3-scale-chromatic. Including both D3 standard schemes (e.g. `d3.schemeCategory10`) but also the ones from [ColorBrewer](http://colorbrewer2.org/) (e.g. `d3.schemeSet3`). These can be used as `range` for an ordinal scale.
+https://github.com/d3/d3-scale-chromatic. Including both D3 standard schemes (e.g. `d3.schemeCategory10`) but also the ones from [ColorBrewer](https://colorbrewer2.org/) (e.g. `d3.schemeSet3`). These can be used as `range` for an ordinal scale.
 
 ```js
 const cscale = d3.scaleOrdinal().domain(["a", "b", "c"]).range(d3.schemeCategory10);
@@ -825,7 +829,7 @@ Final results [barchart07_final.html](examples/barchart07_final.html) [![Open in
 
 ## Code Structure
 
-One interactive visualization is nice multiple coordinated ones are better. Combined with filtering and linking and brushing it enables explore datasets in way more detail and discover new insights. Before creating a multiple coordinated view setup a proper code structure helps. A possible way to structure ones code is
+One interactive visualization is nice multiple coordinated ones are better. Combined with filtering and linking and brushing it enables explore datasets in way more detail and discover new insights. Before creating a multiple coordinated view setup a proper code structure helps. A possible way to structure ones code based on its function is
 
 ```js
 
@@ -990,7 +994,7 @@ Final Outcome: [mcv06_final.html](examples/mcv06_final.html) [![Open in CodePen]
 
 D3 provides way more that has not been covered in this tutorial including:
 
-- Geo Projection: GeoJSON, TopoJSON, Projection: https://github.com/mbostock/d3/wiki/Geo-Projections
+- Geo Projection: GeoJSON, TopoJSON, Projection: https://observablehq.com/collection/@d3/d3-geo
 - Time: Scales, Formatting/Parsing, ...
 - Behaviors:
   - Zoom
@@ -1016,6 +1020,12 @@ Github repository: https://github.com/sgratzl/d3boilerplate
 
 # What Else Besides D3?
 
+## Vega
+
+[Vega](https://vega.github.io/vega/) is a visualization grammar, a declarative language for creating, saving, and sharing interactive visualization designs. With Vega, you can describe the visual appearance and interactive behavior of a visualization in a JSON format, and generate web-based views using Canvas or SVG.
+
+![Vega Examples](./i/vega.png)
+
 ## Tableau
 
 https://www.tableau.com/
@@ -1024,11 +1034,11 @@ The big player for commercial fat client data visualization.
 
 ![Tableau Screenshot](./i/tableau.png)
 
-(c) http://www.marketwatch.ro
+(c) https://www.marketwatch.ro
 
 ## Processing
 
-https://processing.org/ and http://processingjs.org/ for a web-version
+https://processing.org/ and https://processingjs.org/ for a web-version
 
 Own programming language for visualizations with OpenGL backend
 
@@ -1064,7 +1074,7 @@ free and commerical charting library.
 
 ## Frameworks on top of D3:
 
-- NVD3 (http://nvd3.org/) - reusable plots on top of D3
+- NVD3 (https://nvd3.org/) - reusable plots on top of D3
 - Cubism (https://square.github.io/cubism/) - Time Series Data
 - Vega (https://vega.github.io/vega/) - declarative description of plots
 - Crossfilter (https://square.github.io/crossfilter/) - Fast Multidimensional Filtering for Coordinated Views
@@ -1072,7 +1082,9 @@ free and commerical charting library.
 
 <a id="typescript"></a>
 
-# TypeScript and D3
+# Appendix
+
+## TypeScript and D3
 
 [TypeScript](https://www.typescriptlang.org/) is a programming language on top of JavaScript. Foremost it allows to specify types to variables and parameters similar to other typed langugages such as Java, C#, and so on. The TypeScript compiler compiles the TypeScript code to regular JavaScript code and also performs checks on it. Every JavaScript code is valid TypeScript code.
 
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