Analisis Jumlah Mahasiswa Program Studi Biologi
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
86.5%
Sangat Baik
Retention Rate Rata-rata
61.5%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
7.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-14.9%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-7.1%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
26.8%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
56.5%
Tinggi
Volatilitas Animo
72.3%
Coefficient of Variation
Utilization Capacity
57.9%
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 | 96 | 71 | 55 | 37 | 241 | 5 | 130 | 14 |
| 2022 | 205 | 65 | 59 | 46 | 278 | 10 | 142 | 20 |
| 2023 | 36 | 42 | 35 | 29 | 246 | 16 | 197 | 22 |
| 2024 | 76 | 42 | 31 | 20 | 237 | 18 | 71 | 17 |
| 2025 | 50 | 42 | 45 | 21 | 205 | 28 | 70 | 13 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 57.3% | 77.5% | 58.6% | 5.8% | 56.0% | 52.1% | 14.6% |
| 2022 | 28.8% | 90.8% | 58.9% | 7.2% | 54.7% | 70.8% | 9.8% |
| 2023 | 97.2% | 83.3% | 49.8% | 8.9% | 86.6% | 69.0% | 61.1% |
| 2024 | 40.8% | 73.8% | 71.1% | 7.2% | 37.6% | 47.6% | 22.4% |
| 2025 | 90.0% | 107.1% | 68.9% | 6.3% | 47.8% | 50.0% | 26.0% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 113.5% | -82.4% | 111.1% | -34.2% | 27.0% | -47.9% |
| DAYA TAMPUNG | -8.5% | -35.4% | 0.0% | 0.0% | -11.0% | -40.8% |
| HASIL | 7.3% | -40.7% | -11.4% | 45.2% | 0.1% | -18.2% |
| MHS BARU | 24.3% | -37.0% | -31.0% | 5.0% | -9.7% | -43.2% |
| MHS AKTIF | 15.4% | -11.5% | -3.7% | -13.5% | -3.3% | -14.9% |
| WISUDA | 42.9% | 10.0% | -22.7% | -23.5% | 1.7% | -7.1% |
| CUTI | 100.0% | 60.0% | 12.5% | 55.6% | 57.0% | 460.0% |
| NONAKTIF | 9.2% | 38.7% | -64.0% | -1.4% | -4.4% | -46.2% |
📊 Statistik Deskriptif Lanjutan
ANIMO
93
Mean ± 67 (SD)
CV: 72.3% |
Min: 36 |
Max: 205
Q1: 50 |
Median: 76 |
Q3: 96
Skewness: 1.605 |
Kurtosis: 2.767
DAYA TAMPUNG
52
Mean ± 14 (SD)
CV: 27.5% |
Min: 42 |
Max: 71
Q1: 42 |
Median: 42 |
Q3: 65
Skewness: 0.706 |
Kurtosis: -2.765
HASIL
45
Mean ± 12 (SD)
CV: 27.0% |
Min: 31 |
Max: 59
Q1: 35 |
Median: 45 |
Q3: 55
Skewness: 0.000 |
Kurtosis: -2.474
MHS BARU
31
Mean ± 11 (SD)
CV: 36.0% |
Min: 20 |
Max: 46
Q1: 21 |
Median: 29 |
Q3: 37
Skewness: 0.572 |
Kurtosis: -1.285
MHS AKTIF
241
Mean ± 26 (SD)
CV: 10.8% |
Min: 205 |
Max: 278
Q1: 237 |
Median: 241 |
Q3: 246
Skewness: 0.019 |
Kurtosis: 1.704
WISUDA
17
Mean ± 4 (SD)
CV: 22.3% |
Min: 13 |
Max: 22
Q1: 14 |
Median: 17 |
Q3: 20
Skewness: 0.190 |
Kurtosis: -2.167
CUTI
15
Mean ± 9 (SD)
CV: 56.5% |
Min: 5 |
Max: 28
Q1: 10 |
Median: 16 |
Q3: 18
Skewness: 0.465 |
Kurtosis: 0.224
NONAKTIF
122
Mean ± 53 (SD)
CV: 43.7% |
Min: 70 |
Max: 197
Q1: 71 |
Median: 130 |
Q3: 142
Skewness: 0.431 |
Kurtosis: -0.932