Analisis Jumlah Mahasiswa Program Studi Magister Biologi
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
68.0%
Baik
Retention Rate Rata-rata
63.2%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
18.2%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-3.6%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
33.3%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
69.0%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
33.1%
Tinggi
Volatilitas Animo
43.5%
Coefficient of Variation
Utilization Capacity
66.0%
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 | 12 | 10 | 9 | 9 | 28 | 1 | 18 | 3 |
| 2022 | 12 | 10 | 10 | 9 | 28 | 1 | 11 | 12 |
| 2023 | 7 | 10 | 6 | 6 | 38 | 1 | 16 | 0 |
| 2024 | 5 | 10 | 4 | 4 | 31 | 0 | 2 | 7 |
| 2025 | 5 | 10 | 5 | 5 | 27 | 0 | 1 | 4 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 75.0% | 90.0% | 47.5% | 10.7% | 67.9% | 90.0% | 25.0% |
| 2022 | 83.3% | 100.0% | 45.2% | 42.9% | 42.9% | 90.0% | 100.0% |
| 2023 | 85.7% | 60.0% | 66.7% | 0.0% | 44.7% | 60.0% | 0.0% |
| 2024 | 80.0% | 40.0% | 75.0% | 22.6% | 6.5% | 40.0% | 140.0% |
| 2025 | 100.0% | 50.0% | 81.5% | 14.8% | 3.7% | 50.0% | 80.0% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 0.0% | -41.7% | -28.6% | 0.0% | -17.6% | -58.3% |
| DAYA TAMPUNG | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| HASIL | 11.1% | -40.0% | -33.3% | 25.0% | -9.3% | -44.4% |
| MHS BARU | 0.0% | -33.3% | -33.3% | 25.0% | -10.4% | -44.4% |
| MHS AKTIF | 0.0% | 35.7% | -18.4% | -12.9% | 1.1% | -3.6% |
| WISUDA | 300.0% | -100.0% | 0.0% | -42.9% | 39.3% | -100.0% |
| CUTI | 0.0% | 0.0% | -100.0% | 0.0% | -25.0% | -100.0% |
| NONAKTIF | -38.9% | 45.5% | -87.5% | -50.0% | -32.7% | -94.4% |
📊 Statistik Deskriptif Lanjutan
ANIMO
8
Mean ± 4 (SD)
CV: 43.5% |
Min: 5 |
Max: 12
Q1: 5 |
Median: 7 |
Q3: 12
Skewness: 0.391 |
Kurtosis: -3.127
DAYA TAMPUNG
10
Mean ± 0 (SD)
CV: 0.0% |
Min: 10 |
Max: 10
Q1: 10 |
Median: 10 |
Q3: 10
Skewness: 0.000 |
Kurtosis: 0.000
HASIL
7
Mean ± 3 (SD)
CV: 38.1% |
Min: 4 |
Max: 10
Q1: 5 |
Median: 6 |
Q3: 9
Skewness: 0.363 |
Kurtosis: -2.413
MHS BARU
7
Mean ± 2 (SD)
CV: 34.9% |
Min: 4 |
Max: 9
Q1: 5 |
Median: 6 |
Q3: 9
Skewness: 0.197 |
Kurtosis: -2.716
MHS AKTIF
30
Mean ± 5 (SD)
CV: 14.8% |
Min: 27 |
Max: 38
Q1: 28 |
Median: 28 |
Q3: 31
Skewness: 1.696 |
Kurtosis: 2.727
WISUDA
5
Mean ± 5 (SD)
CV: 87.5% |
Min: 0 |
Max: 12
Q1: 3 |
Median: 4 |
Q3: 7
Skewness: 0.740 |
Kurtosis: 0.475
CUTI
1
Mean ± 1 (SD)
CV: 91.3% |
Min: 0 |
Max: 1
Q1: 0 |
Median: 1 |
Q3: 1
Skewness: -0.609 |
Kurtosis: -3.333
NONAKTIF
10
Mean ± 8 (SD)
CV: 81.6% |
Min: 1 |
Max: 18
Q1: 2 |
Median: 11 |
Q3: 16
Skewness: -0.189 |
Kurtosis: -2.855