Jumlah Mahasiswa Program Studi Magister Pengelolaan SDA dan Lingkungan
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
87.0%
Sangat Baik
Retention Rate Rata-rata
66.8%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
22.5%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-41.7%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
100.0%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
103.8%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
17.3%
Sedang
Volatilitas Animo
39.4%
Coefficient of Variation
Utilization Capacity
87.0%
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 | 19 | 20 | 19 | 19 | 84 | 0 | 4 | 5 |
| 2022 | 9 | 10 | 9 | 9 | 61 | 0 | 10 | 19 |
| 2023 | 20 | 20 | 20 | 20 | 47 | 0 | 15 | 17 |
| 2024 | 8 | 10 | 8 | 8 | 53 | 0 | 7 | 10 |
| 2025 | 14 | 20 | 14 | 14 | 49 | 0 | 10 | 10 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 95.0% | 87.8% | 6.0% | 4.8% | 95.0% | 26.3% |
| 2022 | 100.0% | 90.0% | 64.2% | 31.1% | 16.4% | 90.0% | 211.1% |
| 2023 | 100.0% | 100.0% | 45.8% | 36.2% | 31.9% | 100.0% | 85.0% |
| 2024 | 100.0% | 80.0% | 72.6% | 18.9% | 13.2% | 80.0% | 125.0% |
| 2025 | 100.0% | 70.0% | 63.6% | 20.4% | 20.4% | 70.0% | 71.4% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -52.6% | 122.2% | -60.0% | 75.0% | 21.1% | -26.3% |
| DAYA TAMPUNG | -50.0% | 100.0% | -50.0% | 100.0% | 25.0% | 0.0% |
| HASIL | -52.6% | 122.2% | -60.0% | 75.0% | 21.1% | -26.3% |
| MHS BARU | -52.6% | 122.2% | -60.0% | 75.0% | 21.1% | -26.3% |
| MHS AKTIF | -27.4% | -23.0% | 12.8% | -7.5% | -11.3% | -41.7% |
| WISUDA | 280.0% | -10.5% | -41.2% | 0.0% | 57.1% | 100.0% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 150.0% | 50.0% | -53.3% | 42.9% | 47.4% | 150.0% |
📊 Statistik Deskriptif Lanjutan
ANIMO
14
Mean ± 6 (SD)
CV: 39.4% |
Min: 8 |
Max: 20
Q1: 9 |
Median: 14 |
Q3: 19
Skewness: 0.000 |
Kurtosis: -2.837
DAYA TAMPUNG
16
Mean ± 5 (SD)
CV: 34.2% |
Min: 10 |
Max: 20
Q1: 10 |
Median: 20 |
Q3: 20
Skewness: -0.609 |
Kurtosis: -3.333
HASIL
14
Mean ± 6 (SD)
CV: 39.4% |
Min: 8 |
Max: 20
Q1: 9 |
Median: 14 |
Q3: 19
Skewness: 0.000 |
Kurtosis: -2.837
MHS BARU
14
Mean ± 6 (SD)
CV: 39.4% |
Min: 8 |
Max: 20
Q1: 9 |
Median: 14 |
Q3: 19
Skewness: 0.000 |
Kurtosis: -2.837
MHS AKTIF
59
Mean ± 15 (SD)
CV: 25.6% |
Min: 47 |
Max: 84
Q1: 49 |
Median: 53 |
Q3: 61
Skewness: 1.610 |
Kurtosis: 2.486
WISUDA
12
Mean ± 6 (SD)
CV: 46.9% |
Min: 5 |
Max: 19
Q1: 10 |
Median: 10 |
Q3: 17
Skewness: 0.068 |
Kurtosis: -1.684
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
9
Mean ± 4 (SD)
CV: 44.4% |
Min: 4 |
Max: 15
Q1: 7 |
Median: 10 |
Q3: 10
Skewness: 0.274 |
Kurtosis: 0.458