To get deeper insights, I needed better math than simple means.
Metric A: The Weighted Rating (Bayesian Average)
How do you compare a movie with a 9.0 rating and 105 votes against an 8.2 rating with 500,000 votes? The latter score is more statistically significant.
-I adopted IMDb's own Weighted Rating formula. This "Bayesian average" pulls a movie's rating toward the global average (C) if it has few votes (v), -only allowing it to deviate as it gains more votes over a threshold (m).
-
I adopted IMDb's own Weighted Rating formula. This "Bayesian average" pulls a movie's rating toward the global average $C$ if it has few votes $v$, +only allowing it to deviate as it gains more votes over a threshold $m$.
+$$ +WR = \left( \frac{v}{v+m} \cdot R \right) + \left( \frac{m}{v+m} \cdot C \right) +$$
+Where:
+-
+
- $R$ = Average Rating of the movie +
- $v$ = Number of votes for the movie +
- $m$ = Minimum votes required to be listed (Threshold: 100) +
- $C$ = Mean vote across the whole dataset +
This provided a fair "Quality Score" for every movie.
Metric B: The p99 Ceiling
I wanted to know the "potential" of a genre. Even if most Action movies are mediocre, how good are the very best ones?
diff --git a/public/sitemap.xml b/public/sitemap.xml index 2d630982f..08a3b2a63 100644 --- a/public/sitemap.xml +++ b/public/sitemap.xml @@ -2,58 +2,82 @@
-
-
- Loading_System_Resources...
-
-
-
+
+ {/* Scanline Overlay */}
+
+
+ {/* Moving Scanline */}
+
);
diff --git a/src/pages/DashboardPage.jsx b/src/pages/DashboardPage.jsx
index ef9b2004d..db356b80a 100644
--- a/src/pages/DashboardPage.jsx
+++ b/src/pages/DashboardPage.jsx
@@ -20,6 +20,7 @@ import {
} from '@phosphor-icons/react';
import { version } from '../version';
import TacticalGlobe from '../components/TacticalGlobe';
+import Loading from '../components/Loading';
// --- STYLED COMPONENTS ---
@@ -237,7 +238,7 @@ const DashboardPage = () => {
fetchAllData();
}, []);
- if (loading) return
+
+
+ Initializing
+
+
+
+ {/* Modern Progress Bar */}
+
+ {['L', 'O', 'A', 'D', 'I', 'N', 'G'].map((char, i) => (
+
+ {char}
+
+ ))}
+
+
+
;
+ if (loading) return
INITIALIZING...
;
+ if (loading) return
diff --git a/src/pages/StylishProjectDetailsPage.jsx b/src/pages/StylishProjectDetailsPage.jsx
index dd44d279f..7ae669ad6 100644
--- a/src/pages/StylishProjectDetailsPage.jsx
+++ b/src/pages/StylishProjectDetailsPage.jsx
@@ -11,6 +11,7 @@ import PartnerLogos from '../components/stylish-project/PartnerLogos';
import TerminalTabs from '../components/stylish-project/TerminalTabs';
import { useProjects } from '../utils/projectParser';
import Seo from '../components/Seo';
+import Loading from '../components/Loading';
const StylishProjectDetailsPage = () => {
const { slug } = useParams();
@@ -58,10 +59,12 @@ const StylishProjectDetailsPage = () => {
setLoading(false);
}
};
- fetchContent();
- }, [slug, projects]);
- if (loading) return
Loading...
;
- // Robust parser for the :::block blocks
+ fetchContent();
+ }, [slug, projects]);
+
+ if (loading) return