FPL Data-Driven Dashboard | Historical 25/26 + Hunter 26/27 Live

📊 Historical (17/18-25/26)

🏆 Top 100 Leaderboard

🧩 Squad 26/27

🎯 Hunter 26/27 Live

💡 Insights & Strategy

Filter Historical Differentials

Musim

Posisi

Max Ownership %10%

Min Points

Max Harga (m)

Sort By

Tip: PPM = Points Per Million (total_points / now_cost). Differential terbaik biasanya PPM >25 dan ownership <5% di GW1 tapi >140 pts akhir musim.

Musim	Nama	Pos	Harga	Pts	Own%	PPM	Mins	G	A	CS	Bonus	ICT

🧩 Squad 26/27 — Rekomendasi Bisa Dibongkar

15 pemain (100m budget) — blending ALL historical 17/18-25/26 + live MD1. Di early season (belum semua main) live 40% + hist weighted 60% (archetype MID 5.0-6.0 avg 20.5 PPM, DEF 4.5-5.0 avg 22.8). Bongkar & ganti pemain sesuai selera. Auto-update tiap Selasa/Jumat 10 UTC via GitHub Actions (setelah GW3 geser ke 75% live).

🪑 Bench

🔄 Alternatif Bongkaran — Top 30 Hunter (klik Ganti)

#	Nama	Team	Pos	Harga	Own	Pts	FDR	Score	Aksi

Klik Ganti untuk bongkar squad — nanti squad JSON akan ter-update lokal (refresh untuk revert). Untuk permanen, edit squad_2026_27.py & push.

📋 Detail Starter (+ alasan picks)

Pos	Nama	Team	Harga	Own	Pts MD1	FDR	Hist PPM 25/26	Alasan

🎯 Hunter 26/27 Live (bootstrap-static + FDR) — musim berjalan

Ranking differential_score = (ppg*1.5 + xGI_p90*5 + ict/80 + form*0.5) / (own+1.5) * value * mins_factor * fdr_factor. FDR = avg difficulty next 5 GWs (1 easiest - 5 hardest).

Max Own %10%

Posisi

Min xGI/90

Sort By

#	Nama	Team	Pos	Harga	Own%	Pts	PPG	Form	xGI	xGI/90	ICT	FDR next5	Score	PPM

🏆 Top 100 Leaderboard

Pilih Musim (per Tahun)

Posisi FPL

Highlight

Rank	Musim	Nama	Pos	Harga	Pts	Own%	PPM	Mins	G	A

📈 Poin Terbesar Overall (Rekor Single-Season)

#	Musim	Nama	Pos	Pts	PPM

Salah 344pts 24/25 adalah rekor. Klik Top 100 badge untuk lihat detail.

💎 Differential King (own<10% pts tertinggi + PPM King)

Musim	Differential King	Pts	PPM

Filter Highlight → Differential Only untuk fokus low-pick.

💡 Strategi Data-Driven dari Historical (update 25/26 valid)

PPM King tiap musim (own<10, pos valid, cost≥3.5m): 25/26 Truffert 34.4 (DEF 4.8m), 24/25 Semenyo 28.9 (MID 5.7m), 23/24 Mateta 32.4 (FWD 5.1m), 22/23 Xhaka 31.9 (MID 4.8m), 21/22 Alisson 28.9 (GK 6.1m), 20/21 Meslier 32.1 (GK 4.8m), 19/20 Patrício 28.9, 18/19 Foster 28.0, 17/18 Ryan 31.7 — sweet spot 4.6-5.7m tetap, tapi 25/26 DEF value naik (Truffert, Mukiele)
Posisi paling differential: MID set-piece takers masih raja — 7/15 top differential 23/24 & 25/26 MID (Gibbs-White 188pts 9.2%, Elliot Anderson 180pts 9.4% di 25/26). Jangan overload FWD template.
Bek differential: Wing-back mid-table bonus magnet > clean sheet Big6. Contoh terbaru: Truffert 165pts 5.3% 34.4 PPM (25/26), White 14 bonus 23/24, Burn/Mitchell. Target DEF dengan ict_index >120 + bonus ≥7.
Gagalnya template: Palmer GW1 23/24 2% → 244pts & Gibbs-White 25/26 9.2% → 188pts. Kalau filter pakai selected_by_percent akhir musim (>50%) lu bakal miss. Validasi selalu cek data/2025-26/By Gameweek/GW1/players.csv via olbauday/FPL-Core-Insights.
FDR Hack 26/27 (live): Hunter sekarang target FDR <3.0 next 5 GW. GW1 26/27: Leeds 2.8 & Brentford 3.0 paling ringan (sama seperti 25/26) — ideal untuk differential awal. Cek tab Hunter → sort FDR ↑.
Early season (GW1-3): Validated 25/26: xGI/90 >0.5 + form >6.0 > total_points. Elliot Anderson GW4-8 xGI90 0.52 langsung meledak ke 180pts. Jangan kejar poin GW1 doang.
Ownership trap: Dataset 24/25 ada artefak manager (Moyes PPM 274, cost 0.5m) — filter pos != '' AND cost ≥3.5m di dashboard Historical biar value valid. Udah gw filter di leaderboard.

File yang lu punya sekarang:

fpl-data-driven/
├── data/
│   ├── historical_merged.csv (6675 rows, 2017-2026 inc. 25/26)
│   ├── historical_differentials.csv (663 rows, own<10 & pts>=100)
│   ├── historical.json + summary_top100.json
│   ├── top100_all_seasons.csv (900 rows) + top100_20xx-xx.csv
│   ├── hunter_2026_27.csv / hunter_2025_26.csv (live 26/27)
│   └── hunter_2026_27_full.json
├── fetch_historical.py (SEASONS inc. 2025-26)
├── hunter_2026_27.py (live bootstrap 26/27 + FDR)
└── index.html (dashboard)

Cara update data:

python fetch_historical.py  # update historical (auto inc. 25/26)
python hunter_2026_27.py     # update live 26/27 tiap GW (ownership & xG berubah)
# lalu refresh index.html — atau biarin GitHub Actions cron Selasa/Jumat 10 UTC update otomatis
npx wrangler pages deploy . --project-name=fpl-data-driven  # deploy Cloudflare Pages