Analisis Jumlah Mahasiswa Program Studi Magister Administrasi Publik
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
104.7%
Sangat Baik
Retention Rate Rata-rata
43.5%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
25.4%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-23.1%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-12.1%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
78.6%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
67.2%
Tinggi
Volatilitas Animo
31.9%
Coefficient of Variation
Utilization Capacity
104.7%
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 | 50 | 40 | 46 | 46 | 121 | 0 | 52 | 33 |
| 2022 | 58 | 50 | 55 | 55 | 177 | 0 | 89 | 22 |
| 2023 | 32 | 30 | 30 | 30 | 115 | 0 | 116 | 36 |
| 2024 | 25 | 25 | 24 | 24 | 112 | 0 | 76 | 28 |
| 2025 | 45 | 40 | 41 | 41 | 93 | 8 | 61 | 29 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 92.0% | 115.0% | 46.9% | 27.3% | 43.0% | 115.0% | 66.0% |
| 2022 | 94.8% | 110.0% | 52.4% | 12.4% | 50.3% | 110.0% | 37.9% |
| 2023 | 93.8% | 100.0% | 35.9% | 31.3% | 100.9% | 100.0% | 112.5% |
| 2024 | 96.0% | 96.0% | 45.8% | 25.0% | 67.9% | 96.0% | 112.0% |
| 2025 | 91.1% | 102.5% | 36.6% | 31.2% | 74.2% | 102.5% | 64.4% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 16.0% | -44.8% | -21.9% | 80.0% | 7.3% | -10.0% |
| DAYA TAMPUNG | 25.0% | -40.0% | -16.7% | 60.0% | 7.1% | 0.0% |
| HASIL | 19.6% | -45.5% | -20.0% | 70.8% | 6.2% | -10.9% |
| MHS BARU | 19.6% | -45.5% | -20.0% | 70.8% | 6.2% | -10.9% |
| MHS AKTIF | 46.3% | -35.0% | -2.6% | -17.0% | -2.1% | -23.1% |
| WISUDA | -33.3% | 63.6% | -22.2% | 3.6% | 2.9% | -12.1% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 71.2% | 30.3% | -34.5% | -19.7% | 11.8% | 17.3% |
📊 Statistik Deskriptif Lanjutan
ANIMO
42
Mean ± 13 (SD)
CV: 31.9% |
Min: 25 |
Max: 58
Q1: 32 |
Median: 45 |
Q3: 50
Skewness: -0.221 |
Kurtosis: -1.667
DAYA TAMPUNG
37
Mean ± 10 (SD)
CV: 26.3% |
Min: 25 |
Max: 50
Q1: 30 |
Median: 40 |
Q3: 40
Skewness: 0.081 |
Kurtosis: -0.817
HASIL
39
Mean ± 12 (SD)
CV: 31.6% |
Min: 24 |
Max: 55
Q1: 30 |
Median: 41 |
Q3: 46
Skewness: -0.006 |
Kurtosis: -1.385
MHS BARU
39
Mean ± 12 (SD)
CV: 31.6% |
Min: 24 |
Max: 55
Q1: 30 |
Median: 41 |
Q3: 46
Skewness: -0.006 |
Kurtosis: -1.385
MHS AKTIF
124
Mean ± 32 (SD)
CV: 25.6% |
Min: 93 |
Max: 177
Q1: 112 |
Median: 115 |
Q3: 121
Skewness: 1.598 |
Kurtosis: 3.272
WISUDA
30
Mean ± 5 (SD)
CV: 18.0% |
Min: 22 |
Max: 36
Q1: 28 |
Median: 29 |
Q3: 33
Skewness: -0.393 |
Kurtosis: 0.045
CUTI
2
Mean ± 4 (SD)
CV: 223.6% |
Min: 0 |
Max: 8
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 2.236 |
Kurtosis: 5.000
NONAKTIF
79
Mean ± 25 (SD)
CV: 31.9% |
Min: 52 |
Max: 116
Q1: 61 |
Median: 76 |
Q3: 89
Skewness: 0.723 |
Kurtosis: -0.062