Analisis Jumlah Mahasiswa Program Studi Magister Energi Terbarukan
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
100.0%
Sangat Baik
Retention Rate Rata-rata
51.2%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
9.2%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
170.0%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
0.0%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
30.0%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
29.6%
Tinggi
Volatilitas Animo
45.6%
Coefficient of Variation
Utilization Capacity
100.0%
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 | 10 | 10 | 10 | 10 | 10 | 0 | 0 | 0 |
| 2022 | 6 | 5 | 6 | 6 | 23 | 0 | 3 | 0 |
| 2023 | 4 | 5 | 4 | 4 | 13 | 0 | 7 | 6 |
| 2024 | 7 | 5 | 7 | 7 | 16 | 0 | 10 | 0 |
| 2025 | 3 | 5 | 3 | 3 | 27 | 0 | 5 | 0 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 100.0% | 0.0% | 0.0% | 0.0% | 100.0% | 0.0% |
| 2022 | 100.0% | 120.0% | 85.0% | 0.0% | 13.0% | 120.0% | 0.0% |
| 2023 | 100.0% | 80.0% | 40.9% | 46.2% | 53.8% | 80.0% | 150.0% |
| 2024 | 100.0% | 140.0% | 47.4% | 0.0% | 62.5% | 140.0% | 0.0% |
| 2025 | 100.0% | 60.0% | 82.8% | 0.0% | 18.5% | 60.0% | 0.0% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -40.0% | -33.3% | 75.0% | -57.1% | -13.9% | -70.0% |
| DAYA TAMPUNG | -50.0% | 0.0% | 0.0% | 0.0% | -12.5% | -50.0% |
| HASIL | -40.0% | -33.3% | 75.0% | -57.1% | -13.9% | -70.0% |
| MHS BARU | -40.0% | -33.3% | 75.0% | -57.1% | -13.9% | -70.0% |
| MHS AKTIF | 130.0% | -43.5% | 23.1% | 68.8% | 44.6% | 170.0% |
| WISUDA | 0.0% | 0.0% | -100.0% | 0.0% | -25.0% | -100.0% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 0.0% | 133.3% | 42.9% | -50.0% | 31.5% | 66.7% |
📊 Statistik Deskriptif Lanjutan
ANIMO
6
Mean ± 3 (SD)
CV: 45.6% |
Min: 3 |
Max: 10
Q1: 4 |
Median: 6 |
Q3: 7
Skewness: 0.609 |
Kurtosis: -0.133
DAYA TAMPUNG
6
Mean ± 2 (SD)
CV: 37.3% |
Min: 5 |
Max: 10
Q1: 5 |
Median: 5 |
Q3: 5
Skewness: 2.236 |
Kurtosis: 5.000
HASIL
6
Mean ± 3 (SD)
CV: 45.6% |
Min: 3 |
Max: 10
Q1: 4 |
Median: 6 |
Q3: 7
Skewness: 0.609 |
Kurtosis: -0.133
MHS BARU
6
Mean ± 3 (SD)
CV: 45.6% |
Min: 3 |
Max: 10
Q1: 4 |
Median: 6 |
Q3: 7
Skewness: 0.609 |
Kurtosis: -0.133
MHS AKTIF
18
Mean ± 7 (SD)
CV: 39.6% |
Min: 10 |
Max: 27
Q1: 13 |
Median: 16 |
Q3: 23
Skewness: 0.390 |
Kurtosis: -1.858
WISUDA
1
Mean ± 3 (SD)
CV: 223.6% |
Min: 0 |
Max: 6
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 2.236 |
Kurtosis: 5.000
CUTI
0
Mean ± 0 (SD)
CV: 0.0% |
Min: 0 |
Max: 0
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 0.000 |
Kurtosis: 0.000
NONAKTIF
5
Mean ± 4 (SD)
CV: 76.2% |
Min: 0 |
Max: 10
Q1: 3 |
Median: 5 |
Q3: 7
Skewness: 0.000 |
Kurtosis: -0.378