Analisis Jumlah Mahasiswa Program Studi Statistika
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
60.3%
Baik
Retention Rate Rata-rata
58.9%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
7.9%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-3.6%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
0.0%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
25.2%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
56.7%
Tinggi
Volatilitas Animo
26.2%
Coefficient of Variation
Utilization Capacity
45.8%
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 | 27 | 71 | 26 | 21 | 137 | 0 | 67 | 0 |
| 2022 | 57 | 65 | 36 | 29 | 149 | 0 | 97 | 16 |
| 2023 | 38 | 42 | 31 | 25 | 142 | 7 | 112 | 16 |
| 2024 | 44 | 42 | 28 | 21 | 142 | 9 | 47 | 17 |
| 2025 | 41 | 42 | 29 | 19 | 132 | 11 | 50 | 7 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 96.3% | 36.6% | 63.4% | 0.0% | 48.9% | 29.6% | 0.0% |
| 2022 | 63.2% | 55.4% | 51.5% | 10.7% | 65.1% | 44.6% | 28.1% |
| 2023 | 81.6% | 73.8% | 47.8% | 11.3% | 83.8% | 59.5% | 42.1% |
| 2024 | 63.6% | 66.7% | 65.4% | 12.0% | 39.4% | 50.0% | 38.6% |
| 2025 | 70.7% | 69.0% | 66.5% | 5.3% | 46.2% | 45.2% | 17.1% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 111.1% | -33.3% | 15.8% | -6.8% | 21.7% | 51.9% |
| DAYA TAMPUNG | -8.5% | -35.4% | 0.0% | 0.0% | -11.0% | -40.8% |
| HASIL | 38.5% | -13.9% | -9.7% | 3.6% | 4.6% | 11.5% |
| MHS BARU | 38.1% | -13.8% | -16.0% | -9.5% | -0.3% | -9.5% |
| MHS AKTIF | 8.8% | -4.7% | 0.0% | -7.0% | -0.7% | -3.6% |
| WISUDA | 0.0% | 0.0% | 6.3% | -58.8% | -13.1% | -56.3% |
| CUTI | 0.0% | 0.0% | 28.6% | 22.2% | 12.7% | 57.1% |
| NONAKTIF | 44.8% | 15.5% | -58.0% | 6.4% | 2.1% | -25.4% |
📊 Statistik Deskriptif Lanjutan
ANIMO
41
Mean ± 11 (SD)
CV: 26.2% |
Min: 27 |
Max: 57
Q1: 38 |
Median: 41 |
Q3: 44
Skewness: 0.259 |
Kurtosis: 1.303
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
30
Mean ± 4 (SD)
CV: 12.7% |
Min: 26 |
Max: 36
Q1: 28 |
Median: 29 |
Q3: 31
Skewness: 1.087 |
Kurtosis: 1.334
MHS BARU
23
Mean ± 4 (SD)
CV: 17.4% |
Min: 19 |
Max: 29
Q1: 21 |
Median: 21 |
Q3: 25
Skewness: 0.938 |
Kurtosis: -0.188
MHS AKTIF
140
Mean ± 6 (SD)
CV: 4.5% |
Min: 132 |
Max: 149
Q1: 137 |
Median: 142 |
Q3: 142
Skewness: 0.020 |
Kurtosis: 0.155
WISUDA
11
Mean ± 7 (SD)
CV: 66.6% |
Min: 0 |
Max: 17
Q1: 7 |
Median: 16 |
Q3: 16
Skewness: -1.065 |
Kurtosis: -0.651
CUTI
5
Mean ± 5 (SD)
CV: 95.0% |
Min: 0 |
Max: 11
Q1: 0 |
Median: 7 |
Q3: 9
Skewness: -0.274 |
Kurtosis: -2.834
NONAKTIF
75
Mean ± 29 (SD)
CV: 38.6% |
Min: 47 |
Max: 112
Q1: 50 |
Median: 67 |
Q3: 97
Skewness: 0.473 |
Kurtosis: -2.288