Analisis Jumlah Mahasiswa Program Studi Hubungan Internasional
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
211.7%
Sangat Baik
Retention Rate Rata-rata
61.7%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
7.8%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
12.7%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-16.9%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
26.7%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
48.5%
Tinggi
Volatilitas Animo
36.5%
Coefficient of Variation
Utilization Capacity
179.8%
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 | 273 | 60 | 153 | 107 | 868 | 4 | 425 | 89 |
| 2022 | 492 | 60 | 240 | 213 | 997 | 8 | 486 | 84 |
| 2023 | 228 | 108 | 191 | 180 | 1,064 | 18 | 650 | 54 |
| 2024 | 290 | 108 | 121 | 118 | 1,045 | 41 | 386 | 79 |
| 2025 | 225 | 108 | 124 | 97 | 978 | 66 | 324 | 74 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 56.0% | 255.0% | 59.7% | 10.3% | 49.4% | 178.3% | 32.6% |
| 2022 | 48.8% | 400.0% | 57.9% | 8.4% | 49.5% | 355.0% | 17.1% |
| 2023 | 83.8% | 176.9% | 55.7% | 5.1% | 62.8% | 166.7% | 23.7% |
| 2024 | 41.7% | 112.0% | 66.6% | 7.6% | 40.9% | 109.3% | 27.2% |
| 2025 | 55.1% | 114.8% | 68.9% | 7.6% | 39.9% | 89.8% | 32.9% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 80.2% | -53.7% | 27.2% | -22.4% | 7.8% | -17.6% |
| DAYA TAMPUNG | 0.0% | 80.0% | 0.0% | 0.0% | 20.0% | 80.0% |
| HASIL | 56.9% | -20.4% | -36.6% | 2.5% | 0.6% | -19.0% |
| MHS BARU | 99.1% | -15.5% | -34.4% | -17.8% | 7.8% | -9.3% |
| MHS AKTIF | 14.9% | 6.7% | -1.8% | -6.4% | 3.3% | 12.7% |
| WISUDA | -5.6% | -35.7% | 46.3% | -6.3% | -0.3% | -16.9% |
| CUTI | 100.0% | 125.0% | 127.8% | 61.0% | 103.4% | 1,550.0% |
| NONAKTIF | 14.4% | 33.7% | -40.6% | -16.1% | -2.1% | -23.8% |
📊 Statistik Deskriptif Lanjutan
ANIMO
302
Mean ± 110 (SD)
CV: 36.5% |
Min: 225 |
Max: 492
Q1: 228 |
Median: 273 |
Q3: 290
Skewness: 1.882 |
Kurtosis: 3.727
DAYA TAMPUNG
89
Mean ± 26 (SD)
CV: 29.6% |
Min: 60 |
Max: 108
Q1: 60 |
Median: 108 |
Q3: 108
Skewness: -0.609 |
Kurtosis: -3.333
HASIL
166
Mean ± 50 (SD)
CV: 30.2% |
Min: 121 |
Max: 240
Q1: 124 |
Median: 153 |
Q3: 191
Skewness: 0.857 |
Kurtosis: -0.524
MHS BARU
143
Mean ± 51 (SD)
CV: 35.5% |
Min: 97 |
Max: 213
Q1: 107 |
Median: 118 |
Q3: 180
Skewness: 0.746 |
Kurtosis: -1.893
MHS AKTIF
990
Mean ± 77 (SD)
CV: 7.8% |
Min: 868 |
Max: 1,064
Q1: 978 |
Median: 997 |
Q3: 1,045
Skewness: -1.173 |
Kurtosis: 1.452
WISUDA
76
Mean ± 14 (SD)
CV: 17.8% |
Min: 54 |
Max: 89
Q1: 74 |
Median: 79 |
Q3: 84
Skewness: -1.339 |
Kurtosis: 2.021
CUTI
27
Mean ± 26 (SD)
CV: 94.6% |
Min: 4 |
Max: 66
Q1: 8 |
Median: 18 |
Q3: 41
Skewness: 0.935 |
Kurtosis: -0.512
NONAKTIF
454
Mean ± 124 (SD)
CV: 27.4% |
Min: 324 |
Max: 650
Q1: 386 |
Median: 425 |
Q3: 486
Skewness: 1.082 |
Kurtosis: 1.323