๐Ÿ“ธ Static demo snapshot โ€” not a live feed ยท Data frozen at generation time ยท Last updated: 2026-09-06 22:20 SGT
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๐Ÿ™๏ธ SG Transit Liveability Index

Real-time transit connectivity + HDB value-for-money scoring across all 55 Singapore planning areas. Snapshot generated 2026-09-06 22:20 SGT.

๐Ÿ“ท The actual interactive dashboard

Real screenshots of the live app (not reproducible here โ€” GitHub Pages has no backend to run it). The tables below this are real live data, updated whenever this snapshot is regenerated.

Overview tab โ€” live KPIs, connectivity gauge, and the district mini-map.
Overview tab โ€” live KPIs, connectivity gauge, and the district mini-map.
24H Forecast tab โ€” real 24-hour prediction, anomaly alerts, and model MAE/RMSE.
24H Forecast tab โ€” real 24-hour prediction, anomaly alerts, and model MAE/RMSE.
Map & Housing Prices tab โ€” full Value-for-Money map and ranking table.
Map & Housing Prices tab โ€” full Value-for-Money map and ranking table.
55
Districts Monitored
39
Avg Connectivity Score
56
Avg Value-for-Money Score

๐Ÿ† Connectivity Leaderboard ยท Top 10

Live transit score: bus frequency ร— 50% + taxi stability ร— 30% โˆ’ friction ร— 20%.

# Town / District Score Bus Score
1 Changi Bay 55.0 72/100
2 Changi 53.4 62/100
3 Newton 47.1 61/100
4 Bukit Timah 46.2 59/100
5 Novena 46.0 58/100
6 Mandai 45.9 65/100
7 Tengah 45.7 63/100
8 Woodlands 45.2 64/100
9 Central Water Catchment 44.9 62/100
10 Sungei Kadut 44.6 60/100

๐Ÿ’ฐ Value-for-Money Ranking ยท Top 10

Blends transit connectivity with relative HDB resale-price affordability (50/50).

# Town / District Score Avg Price
1 Woodlands 74.1 S$557,346
2 Yishun 73.4 S$557,554
3 Jurong West 73.0 S$550,135
4 Jurong East 71.1 S$564,104
5 Choa Chu Kang 70.1 S$556,989
6 Sembawang 68.0 S$616,589
7 Bukit Panjang 67.8 S$582,005
8 Bukit Batok 64.4 S$626,014
9 Hougang 64.0 S$630,992
10 Bedok 63.1 S$657,665
View Full Source on GitHub