feat: ✨ add dynamic paths and provider metrics

- Integrated duckdb-async to fetch active provider IDs, generating dynamic paths for each.
- Updated config to include these dynamic paths.
- Added new scripts and markdown files to visualize provider metrics with plots.
- Enhanced package.json and package-lock.json with new duckdb-async dependency.
- Configured a bash script using DuckDB SQL for provider metrics extraction.

observablehq.config.js

@@ -1,5 +1,18 @@
 // https://observablehq.com/framework/config
 
+import { Database } from "duckdb-async";
+
+
+const db = await Database.create(":memory:");
+const rows = await db.all(`
+  select
+    distinct(provider_id)
+  from read_parquet('https://data.filecoindataportal.xyz/filecoin_storage_providers.parquet')
+  where total_active_deals > 0
+`);
+
+const providerPaths = rows.map(row => `/provider/${row.provider_id}`);
+
 export default {
   title: "Filecoin Storage Providers Market",
   head: '<link rel="icon" href="logo.png" type="image/png" sizes="32x32">',
@@ -12,4 +25,5 @@ export default {
   sidebar: false,
   toc: false,
   pager: false,
+  dynamicPaths: providerPaths
 };