Can I blow your mind with some economic indicators?

I spend a lot of time looking at economic data. I’m constantly pulling numbers from Statistics Canada, the OECD, FRED, the Bank of Canada trying to get a clear picture of how the Canadian economy is actually performing.

The problem is that getting those numbers is usually very annoying.

Do you want to know Canada’s quarterly GDP growth? Go to Statistics Canada. Do you want to compare it to the United States? Call FRED.

Do you want to see where both countries rank among the OECD? That’s a different website with a different interface.

Do you want to check the household debt-to-income ratio, the output gap, and the fiscal balance in the same sitting? Soon you’ll find yourself opening a dozen tabs, cross-referencing methodologies, and hoping the date ranges line up.

All of the data is public. As a taxpayer, you funded its collection. But accessing it in any coherent way has usually required either a Bloomberg terminal or a masochistic desire.

I wanted something better. So I built it.

And I got a neat domain name for it too! It’s at economy.tools

economy.tools is a free, open dashboard that tracks 109 economic indicators for Canada and the United States. Every number comes directly from an official source. No opinions – the data speaks for itself.

This all comes from seven sources:

  • OECD – the backbone, providing internationally comparable data across most indicators
  • Statistics Canada – Canadian-specific series like employment surveys and building permits
  • Bank of Canada – interest rates, exchange rates, and monetary policy indicators
  • FRED (Federal Reserve Economic Data) – the best source for US economic series
  • World Bank – structural and demographic indicators
  • Bank for International Settlements – credit, debt, and financial stability data
  • IMF – World Economic Outlook projections

The indicators span ten categories: GDP and growth, inflation, labour markets, fiscal policy, monetary policy and interest rates, housing, trade, productivity,
financial stability, and demographics.

Each one includes a detailed explainer: what it measures, how it’s calculated, and why it matters.

The feature I find most useful is the Canada-US comparison.

You can see at a glance where Canada leads, where it lags, and by how much. Every indicator gets a ranking against OECD peers, a z-score showing how far each country sits from the average, and a side-by-side chart going back years.

This matters because so much of Canadian economic debate happens without reference points.

The dashboard also includes OECD Economic Outlook projections, so you can see not just where things stand but where they’re headed.

I built economy.tools with AI using Claude Code, Anthropic’s AI coding tool. The entire project – data ingestion pipeline, API, frontend, 109 indicator explainers, pre-rendered static site – took about eight hours.

That’s not an exagerration. It took one working day. The architecture is a monorepo with three pieces: a shared package that defines every indicator and its data sources, a backend API that fetches and stores observations from all seven providers, and a React frontend that presents everything in a clean dashboard.

The site loads fast, works without a backend, and is fully indexable by search engines. Could I have built this without AI assistance? I might have given up due to sheer boredom. The tedious parts such wiring up seven different API adapters with different authentication schemes and data formats, writing 109 explainers with LaTeX formulas, building a responsive dashboard with charts and sparklines got done without breaking a sweat with AI. I focused on what the product should do and how the data should be presented.

The implementation moved fast.

I believe that informed citizens make better decisions. That starts with having access to the same data that policymakers and economists use.

Economic data shouldn’t be locked behind expensive terminals or scattered across dozens of government websites. It’s public information. It should be easy to find, easy to read, and easy to compare. My site is free.

If you work in public policy, journalism, research, or you just want to understand what’s happening in the Canadian economy, please enjoy! I’m just happy websites are starting to become useful again.

Announcing PDFPony.com

I didn’t set out to build a PDF tool.

It started with a simple thought: modern browsers can edit video, run serious WebAssembly apps, and render 3D worlds. So why is “merge two PDFs” still treated like something that needs to happen on a server somewhere?

Around Black Friday I finally cancelled my Adobe subscription. It was pushing about $100/month, and year over year Adobe has been getting more aggressive with policies and product decisions I didn’t love. At a certain point, it stopped feeling like software and started feeling like a toll.

And the alternatives weren’t much better.

If I needed to do a quick task – merge, compress, split, sign – uploading a document to some random website was almost always a non-starter. Not because I had a specific horror story, but because the questions are obvious:

Who owns that server? What country is it in? What’s the retention policy really mean? Who has access? What happens when a “free tool” changes hands?

Plenty of people have had company data exploited or hijacked. You don’t need a personal disaster to recognize a bad default.

So I built a different default.

PDF Pony

PDF Pony is a suite of 140+ PDF tools that runs entirely in your browser.

No uploads. No backend processing. No accounts. No “trust us.” Your files never leave your device because there’s nowhere to send them.

If you want proof, open Chrome DevTools and go to the network tab. You’ll see the site load like any other website, but when you run a tool, you won’t see your PDF being posted to a server. There isn’t one. It’s just a website you download and run.

The promise is simple:

100% privacy and security. I don’t want your documents – you don’t need to send them to me.

This is possible

What I love about the current era of web software is that the ceiling keeps moving. Browsers are real computing environments now. With WebAssembly, Web Workers, and modern JS PDF libraries, local PDF processing is 100% possible.

And honestly, tools like Claude Code (Anthropic doubled my tokens over Christmas – thanks!) have made it easier than ever to explore.

“wait… we can just do this now?”

Turns out, yes.

A feature I thought I’d miss (but didn’t)

The Adobe app I expected to miss most was Adobe Scan.

So I built a PDF camera scanner inside PDF Pony and I think it works better. More importantly, it’s 100% local. No “scan to the cloud,” no account, no silent upload. Just scan then have the PDF on your device.

That one discovery that validated the whole idea for me: the web can deliver “native app” capability without handing your data to someone else.

Some other great tools:

Merge PDFs, Split PDFs, Insert a PDF into a PDF, Flatten a PDF, convert an EPUB into a PDF, compress a PDF, add a QR code to every page of your PDF, add custom stamps to your PDFs, redact text from your PDFs, password protect your PDFs, add a table of contents to your PDF, sign your PDFs, create PDF forms and more!

Speed without servers

Local doesn’t mean slow. I’m sure you’ve got a fast modern computer whose power you underuse 99% of the time.

PDF Pony uses parallel Web Worker processing so heavy operations don’t freeze your browser and it runs faster than you’d expect. Modern machines are powerful. That macbook is powerful. Heck even that Chromebook is. The browser can use that power. The result is a tool that feels instant without relying on infrastructure you can’t see (or don’t own!)

Who it’s for

Anyone who uses PDFs, every day or on occasion.

If you’re a student, a small business owner, an HR person, a lawyer, a political staffer, or just someone trying to get a form done, PDF Pony helps you out. It’s the same set of problems across every profession: “I have a document, I need it slightly different, and I need it done right now.”

A lot of online tools are good products wrapped in a trust problem. PDF Pony is the opposite: the safest workflow is also the easiest workflow. You don’t have to wonder where your file went because it never goes anywhere.

How do I keep the lights on and what’s next?

Right now, hosting is cheap enough that PDF Pony is ad-free, and it’ll stay that way unless traffic becomes overwhelming and I have to start paying some real bills. If I ever add ads, it’ll be because the site is being used so much that it needs the support to keep running.

Next up: more languages, (PDF Pony is now also fully fluent in French, Spanish, German, and Portuguese!) better mobile tooling, and whatever users keep asking for.

Try it and tell me what you think

I want the website to save you money and make less annoyed. That’ll make me happy! If it saves you from paying Adobe for Acrobat or uploading your data to dodgy unknown cloud services, even better.

Use it however you use PDFs, and tell me what you need next.

Email me feature requests at [email protected]

Wikisplash is for trending people and topics

I’m excited to share a new project I’ve just released: Wikisplash.com. It’s a web-based tool that uses Wikipedia data as a proxy for public attention – at both the global and national level.

Wikisplash is like Google Trends for who’s looking at Wikipedia pages.

Some of you know that, alongside my interest in politics, I’m also a web and software developer. I originally shared this weekend project in a group chat with colleagues via a development URL. One noted it was useful enough to deserve a proper home – so Wikisplash.com was born.

What is Wikisplash?

Wikipedia has articles on nearly every named entity – people, places, and things. Wikisplash lets you see the number of pageviews those articles have received, going back years.

Because Wikipedia links often appear at the top of Google search results, its pageview stats serve as a reasonable proxy for global search interest. This is the case not only on Wikipedia but indirectly through Google as well.

Wikisplash is for trending topics
Interest in a selection of countries in the last two years

As I’ve suggested, Google Trends does something similar though in a more limited way. Reflecting actual Google search traffic, Google Trends shows search interest only as relative percentages. Wikisplash shows absolute pageviews by date. That makes it easier to compare attention over time and across topics.

Why trending topics matter

If you work in politics, media, or marketing, you already know that attention is insight. Tracking what people are curious about helps you stay ahead of conversations.

Even though writing for SEO has become less of a newsroom priority, search interest remains a strong signal of public curiosity. Editors, strategists, and political communicators have always used trending topics as a cheat code to tap into what people care about – whether via Google or social platforms like X.

Global English Wikipedia mindshare of Donald Trump and Elon Musk

Wikisplash breaks down trending topics by recency “yesterday”, “last 7 days”, and “last 30 days”, while also doing this by country. If you really want to be specific, you can look at global trends by the language of Wikipedia (en.wikipedia.org vs fr.wikipedia.org)

I’ve been fascinated by predictive analytics for some time, for the same reason as anyone would be – getting to the future before others confers its obvious advantages. Website newsletters like Exploding Topics curate trending topics that interest its authors. Tools like Ahrefs and SEMrush are mostly used for SEO, though more are using these sites to anticipate market demand and social direction.

Snapshot of the most visited Wikipedia articles by Canadians in the last 7 days

I’ve also added easy ways to share this data and visualizations of the same. You can easily download chart images, embed them on your own website, or link to the topics on social media.

Which social media platforms dominate?

Wikispash aims to provide tools to interpret the raw data so you can come to your own conclusions and for your own purposes. I hope that it is useful for you! Tell me what you think of it on X/Twitter.

Wikisplash is for trending topics! – Wikisplash.com