Analisis Jumlah Mahasiswa Program Studi Teknik Geologi
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
70.0%
Baik
Retention Rate Rata-rata
47.8%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
0.0%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
0.0%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
0.0%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
0.0%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
15.1%
Sedang
Volatilitas Animo
64.4%
Coefficient of Variation
Utilization Capacity
53.9%
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 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2022 | 104 | 40 | 55 | 40 | 40 | 0 | 0 | 0 |
| 2023 | 49 | 68 | 46 | 37 | 106 | 5 | 7 | 0 |
| 2024 | 93 | 68 | 55 | 46 | 158 | 8 | 36 | 0 |
| 2025 | 77 | 91 | 58 | 43 | 216 | 12 | 66 | 0 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| 2022 | 52.9% | 137.5% | 0.0% | 0.0% | 0.0% | 100.0% | 0.0% |
| 2023 | 93.9% | 67.6% | 90.8% | 0.0% | 11.3% | 54.4% | 0.0% |
| 2024 | 59.1% | 80.9% | 75.7% | 0.0% | 27.8% | 67.6% | 0.0% |
| 2025 | 75.3% | 63.7% | 72.4% | 0.0% | 36.1% | 47.3% | 0.0% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 0.0% | -52.9% | 89.8% | -17.2% | 4.9% | -26.0% |
| DAYA TAMPUNG | 0.0% | 70.0% | 0.0% | 33.8% | 26.0% | 127.5% |
| HASIL | 0.0% | -16.4% | 19.6% | 5.5% | 2.2% | 5.5% |
| MHS BARU | 0.0% | -7.5% | 24.3% | -6.5% | 2.6% | 7.5% |
| MHS AKTIF | 0.0% | 165.0% | 49.1% | 36.7% | 62.7% | 440.0% |
| WISUDA | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| CUTI | 0.0% | 0.0% | 60.0% | 50.0% | 27.5% | 140.0% |
| NONAKTIF | 0.0% | 0.0% | 414.3% | 83.3% | 124.4% | 842.9% |
📊 Statistik Deskriptif Lanjutan
ANIMO
65
Mean ± 42 (SD)
CV: 64.4% |
Min: 0 |
Max: 104
Q1: 49 |
Median: 77 |
Q3: 93
Skewness: -1.083 |
Kurtosis: 0.564
DAYA TAMPUNG
53
Mean ± 35 (SD)
CV: 65.4% |
Min: 0 |
Max: 91
Q1: 40 |
Median: 68 |
Q3: 68
Skewness: -0.934 |
Kurtosis: 0.642
HASIL
43
Mean ± 24 (SD)
CV: 56.9% |
Min: 0 |
Max: 58
Q1: 46 |
Median: 55 |
Q3: 55
Skewness: -2.057 |
Kurtosis: 4.288
MHS BARU
33
Mean ± 19 (SD)
CV: 56.8% |
Min: 0 |
Max: 46
Q1: 37 |
Median: 40 |
Q3: 43
Skewness: -2.061 |
Kurtosis: 4.383
MHS AKTIF
104
Mean ± 87 (SD)
CV: 83.8% |
Min: 0 |
Max: 216
Q1: 40 |
Median: 106 |
Q3: 158
Skewness: 0.110 |
Kurtosis: -1.506
WISUDA
0
Mean ± 0 (SD)
CV: 0.0% |
Min: 0 |
Max: 0
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 0.000 |
Kurtosis: 0.000
CUTI
5
Mean ± 5 (SD)
CV: 103.9% |
Min: 0 |
Max: 12
Q1: 0 |
Median: 5 |
Q3: 8
Skewness: 0.356 |
Kurtosis: -1.601
NONAKTIF
22
Mean ± 29 (SD)
CV: 132.3% |
Min: 0 |
Max: 66
Q1: 0 |
Median: 7 |
Q3: 36
Skewness: 1.135 |
Kurtosis: -0.117