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Metaforecast late 2022 update: GraphQL API, Charts, better infrastructure behind the scenes.
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==============
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**tl;dr**: [Metaforecast](https://metaforecast.org/) is a search engine and an associated repository for forecasting questions. Since our [last update](https://metaforecast.substack.com/p/metaforecast-update-better-search), we have added a GraphQL API, charts, and dashboards. We have also reworked our infrastructure to make it more stable.
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## New API
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Our most significant new addition is our GraphQL API. It allows other people to build on top of our efforts. It can be accessed on [metaforecast.org/api/graphql](https://metaforecast.org/api/graphql), and looks similar to the EA Forum's [own graphql api](https://forum.effectivealtruism.org/graphiql).<p><img src='https://i.imgur.com/xHRBMNb.png' class='.img-medium-center'></p>
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To get the first 1000 questions, you could use a query like:
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```
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{
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questions(first: 1000) {
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edges {
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node {
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id
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title
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url
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description
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options {
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name
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probability
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}
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qualityIndicators {
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numForecasts
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stars
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}
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timestamp
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}
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}
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pageInfo {
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endCursor
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startCursor
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}
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}
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}
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```
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You can find more examples, like code to download all questions, in our [/scripts](https://github.com/quantified-uncertainty/metaforecast/tree/master/scripts) folder, to which we welcome contributions.
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## Charts and question pages.
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Charts display a question's history. They look as follows:
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<img src='https://i.imgur.com/MWDA1j7.png' class='.img-medium-center'>
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Charts can be accessed by clicking the expand button on the front page although they are fairly slow to load at the moment.
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<img src='https://i.imgur.com/JJCrUjn.png' class='.img-medium-center'>
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Clicking on the expand button brings the user to a question page, which contains a chart, the full question description, and a range of quality indicators:
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<img src='https://i.imgur.com/tlsVqz1.png' class='.img-medium-center'>
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We are also providing an endpoint at _metaforecast.org/questions/embed/\[id\]_ to allow other pages to embed our charts. For instance, to embed a question whose id is _betfair-1.178163916_, the endpoint would be [here](https://metaforecast.org/questions/embed/betfair-1.178163916). One would use it in the following code:
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```
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<iframe
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src="https://metaforecast.org/questions/embed/betfair-1.178163916"
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height="200"
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width="300"
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title="Metaforecast question"
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></iframe>
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```
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You can find the necessary question id by clicking a toggle under "advanced options" on the frontpage, or simply by noticing the id in our URL when expanding the question.
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With time, we aim to improve these pages, make them more interactive, etc. We also think it would be a good idea to embed Metaforecast questions and dashboards into the EA Forum, and we are trying to collaborate with the [Manifold team](https://github.com/ForumMagnum/ForumMagnum/pull/6015), who have [done this before](https://github.com/ForumMagnum/ForumMagnum/pull/4907), to make that happen.
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## Dashboards
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Dashboards are collections of questions. For instance, [here](https://metaforecast.org/dashboards/view/561472e0d2?numCols=2) is a dashboard on global markets and inflation, as embedded in [Global Guessing](https://globalguessing.com/russia-ukraine-forecasts/).
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<img src='https://i.imgur.com/Joid0LI.png' class='.img-medium-center'>
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Like questions, you can either [view dashboards directly](http://metaforecast.org/dashboards/view/561472e0d2?numCols=2), or [embed](http://metaforecast.org/dashboards/embed/561472e0d2?numCols=2) them. You can also create them, at [https://metaforecast.org/dashboards](https://metaforecast.org/dashboards).
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## Better infrastructure
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We have also revamped our infrastructure. We moved to from JavaScript to Typescript, from MongoDB to Postgres, and simplified our backend.
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## We are open to collaborations
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We are very much open to collaborations. If you want to integrate Metaforecast into your project and need help do not hesitate to reach out, e.g., on our [Github](https://github.com/quantified-uncertainty/metaforecast/issues).
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Metaforecast is also open source, and we welcome contributions. You can see some to-dos [here](https://github.com/quantified-uncertainty/metaforecast#to-do). Developing is going more slowly now because it's mostly driven by Nuño working in his spare time, so contributions would be counterfactual.
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## Acknowledgements
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<p><img src="https://i.imgur.com/7yuRrge.png" class="img-frontpage-center"></p>
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Metaforecast is hosted by the [Quantified Uncertainty Research Institute](https://quantifieduncertainty.org/), and has received funding from [Astral Codex Ten](https://astralcodexten.substack.com/p/acx-grants-results). It has received significant contributions from [Vyacheslav Matyuhin](https://berekuk.ru/), who was responsible for the upgrade to Typescript and GraphQL. Thanks to Clay Graubard of [Global Guessing](https://globalguessing.com/) for their comments and dashboards, to Insight Prediction for help smoothing out their API, to Nathan Young for general comments, to others for their comments and suggestions.
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---
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<p><section id="isso-thread">
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<noscript>Javascript needs to be activated to view comments.</noscript>
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</section></p>
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@ -1,3 +1,5 @@
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_2022/10/31_: I've added an [email subscription option](https://nunosempere.com/.subscribe/) for this blog, as well as for [samotsvety.org](https://samotsvety.org/.subscribe/).
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_2022/08/30_: Per [this blogpost](https://forum.effectivealtruism.org/posts/tekdQKdfFe3YJTwML/end-to-end-encryption-for-ea#comments), I'm making my public key available [here](https://nunosempere.com/gossip/.nuno-sempere-public-key.txt). I can be contacted at nuno dot sempere dot lh at protonmail dot com.
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_2022/08/14_: Updated [blog rss](https://nunosempere.com/blog/index.rss) to use the correct date. Thanks, kind stranger who left a tip on my [Admonymous](https://www.admonymous.co/loki).
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