Analisis Jumlah Mahasiswa Program Studi Geofisika
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
31.4%
Perlu Perbaikan
Retention Rate Rata-rata
60.6%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
10.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-35.7%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
100.0%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
47.8%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
54.8%
Tinggi
Volatilitas Animo
54.7%
Coefficient of Variation
Utilization Capacity
19.0%
Penggunaan daya tampung optimal
📋 Data Historis 2021-2025
Data Mentah
Indikator Kinerja
Pertumbuhan Tahunan
| Tahun | Animo | Daya Tampung | Hasil | Mhs Baru | Mhs Aktif | Cuti | Nonaktif | Wisuda |
|---|---|---|---|---|---|---|---|---|
| 2021 | 40 | 71 | 28 | 17 | 112 | 2 | 81 | 6 |
| 2022 | 32 | 65 | 21 | 15 | 104 | 2 | 78 | 16 |
| 2023 | 10 | 54 | 10 | 9 | 118 | 4 | 72 | 4 |
| 2024 | 11 | 54 | 8 | 6 | 104 | 2 | 11 | 10 |
| 2025 | 28 | 54 | 28 | 11 | 72 | 6 | 27 | 12 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 70.0% | 39.4% | 52.2% | 5.4% | 74.1% | 23.9% | 15.0% |
| 2022 | 65.6% | 32.3% | 48.6% | 15.4% | 76.9% | 23.1% | 50.0% |
| 2023 | 100.0% | 18.5% | 58.9% | 3.4% | 64.4% | 16.7% | 40.0% |
| 2024 | 72.7% | 14.8% | 82.4% | 9.6% | 12.5% | 11.1% | 90.9% |
| 2025 | 100.0% | 51.9% | 61.0% | 16.7% | 45.8% | 20.4% | 42.9% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -20.0% | -68.8% | 10.0% | 154.5% | 18.9% | -30.0% |
| DAYA TAMPUNG | -8.5% | -16.9% | 0.0% | 0.0% | -6.3% | -23.9% |
| HASIL | -25.0% | -52.4% | -20.0% | 250.0% | 38.2% | 0.0% |
| MHS BARU | -11.8% | -40.0% | -33.3% | 83.3% | -0.4% | -35.3% |
| MHS AKTIF | -7.1% | 13.5% | -11.9% | -30.8% | -9.1% | -35.7% |
| WISUDA | 166.7% | -75.0% | 150.0% | 20.0% | 65.4% | 100.0% |
| CUTI | 0.0% | 100.0% | -50.0% | 200.0% | 62.5% | 200.0% |
| NONAKTIF | -3.7% | -7.7% | -84.7% | 145.5% | 12.3% | -66.7% |
📊 Statistik Deskriptif Lanjutan
ANIMO
24
Mean ± 13 (SD)
CV: 54.7% |
Min: 10 |
Max: 40
Q1: 11 |
Median: 28 |
Q3: 32
Skewness: -0.124 |
Kurtosis: -2.411
DAYA TAMPUNG
60
Mean ± 8 (SD)
CV: 13.3% |
Min: 54 |
Max: 71
Q1: 54 |
Median: 54 |
Q3: 65
Skewness: 0.920 |
Kurtosis: -1.545
HASIL
19
Mean ± 10 (SD)
CV: 50.5% |
Min: 8 |
Max: 28
Q1: 10 |
Median: 21 |
Q3: 28
Skewness: -0.280 |
Kurtosis: -2.929
MHS BARU
12
Mean ± 4 (SD)
CV: 38.4% |
Min: 6 |
Max: 17
Q1: 9 |
Median: 11 |
Q3: 15
Skewness: 0.016 |
Kurtosis: -1.581
MHS AKTIF
102
Mean ± 18 (SD)
CV: 17.4% |
Min: 72 |
Max: 118
Q1: 104 |
Median: 104 |
Q3: 112
Skewness: -1.624 |
Kurtosis: 3.086
WISUDA
10
Mean ± 5 (SD)
CV: 49.7% |
Min: 4 |
Max: 16
Q1: 6 |
Median: 10 |
Q3: 12
Skewness: 0.206 |
Kurtosis: -1.117
CUTI
3
Mean ± 2 (SD)
CV: 55.9% |
Min: 2 |
Max: 6
Q1: 2 |
Median: 2 |
Q3: 4
Skewness: 1.258 |
Kurtosis: 0.313
NONAKTIF
54
Mean ± 32 (SD)
CV: 60.3% |
Min: 11 |
Max: 81
Q1: 27 |
Median: 72 |
Q3: 78
Skewness: -0.700 |
Kurtosis: -2.495