ei360 — Tracer Study Intelligence

📊 Overview KPI

Alumni Data · 2024

👥

Total Alumni

1.428

⏱️

Masa Tunggu

4,2 bulan

💰

Gaji Tinggi

67%

🎁

Pot. Donatur

324

🎓

Bersertifikasi

84%

🏢

Aktif Org.

72%

🔗 Causal Graph

Network Analysis

🎯 Causal Insight

Kualitas internship memiliki dampak kausal terkuat terhadap gaji awal (β=0.42). GPA menunjukkan dampak sedang pada kecepatan penempatan kerja (β=0.28).

⚙️ Simulator

What-If Analysis

GPA Target 3.5

Kualitas Internship Tinggi

Jumlah Sertifikasi 2

Prediksi Gaji

—

↑ vs baseline

Waktu Penempatan

—

↓ vs baseline

💰 Fundraising Segments

Donor Analysis

Segmen	Count	Avg. Income	Propensity	Potensi
High Earners	127	Rp 25M+	Tinggi	Rp 1,2B
Mid Career	198	Rp 15–25M	Sedang	Rp 600M
Early Career	89	Rp 8–15M	Rendah	Rp 180M
Entrepreneurs	42	Variabel	Tinggi	Rp 320M

💡 Fundraising Insight

Segmen High Earners (9% alumni) mewakili 48% potensi fundraising. Fokus outreach personal pada segmen ini untuk hasil maksimal.

📈 Causal Drift

Model Stability

Drift Score

0.12

Stabil

Terakhir Update

7 hari

yang lalu

GPA → Gaji

0.65

Internship → Penempatan

0.78

Sertifikasi → Gaji

0.42

🔄 Career Transitions

Sankey Analysis

Industri Sama

58%

Pindah Industri

32%

Entrepreneur

Lanjut Studi

Tech → Tech

72%

Tech → Finance

15%

Tech → Consulting

10%

Tech → Lainnya

Junior → Mid

68%

Mid → Senior

42%

Senior → Lead

25%

Lead → Executive

12%

👑 Leadership Density

Alumni Leadership

Team Lead

28%

Manager

18%

Director

C-Level

🎯 Leadership Insight

58% alumni memegang posisi kepemimpinan. Alumni C-Level (4%) memiliki potensi fundraising tertinggi dan dapat menjadi ambassador utama.

💼 Side Hustle

Entrepreneurship

Side Hustle Aktif

34%

Full Entrepreneur

Kategori	Count	Avg. Revenue	Pertumbuhan
E-commerce	87	Rp 4,2M/bln	+23%
Consulting	64	Rp 8,5M/bln	+18%
Content	52	Rp 2,8M/bln	+35%
Education	38	Rp 3,1M/bln	+12%

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