Analisis Jumlah Mahasiswa Program Studi Ilmu Pemerintahan
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
350.7%
Sangat Baik
Retention Rate Rata-rata
53.3%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
11.2%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-2.7%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-21.9%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
39.7%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
66.1%
Tinggi
Volatilitas Animo
43.7%
Coefficient of Variation
Utilization Capacity
269.4%
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 | 399 | 62 | 261 | 178 | 1,215 | 3 | 929 | 114 |
| 2022 | 659 | 50 | 338 | 274 | 1,311 | 6 | 783 | 176 |
| 2023 | 229 | 108 | 292 | 223 | 1,230 | 24 | 1,064 | 187 |
| 2024 | 480 | 108 | 230 | 171 | 1,199 | 51 | 610 | 127 |
| 2025 | 252 | 146 | 253 | 215 | 1,182 | 88 | 506 | 89 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 65.4% | 421.0% | 49.9% | 9.4% | 76.7% | 287.1% | 28.6% |
| 2022 | 51.3% | 676.0% | 52.0% | 13.4% | 60.2% | 548.0% | 26.7% |
| 2023 | 127.5% | 270.4% | 44.6% | 15.2% | 88.5% | 206.5% | 81.7% |
| 2024 | 47.9% | 213.0% | 58.2% | 10.6% | 55.1% | 158.3% | 26.5% |
| 2025 | 100.4% | 173.3% | 61.9% | 7.5% | 50.3% | 147.3% | 35.3% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 65.2% | -65.3% | 109.6% | -47.5% | 15.5% | -36.8% |
| DAYA TAMPUNG | -19.4% | 116.0% | 0.0% | 35.2% | 33.0% | 135.5% |
| HASIL | 29.5% | -13.6% | -21.2% | 10.0% | 1.2% | -3.1% |
| MHS BARU | 53.9% | -18.6% | -23.3% | 25.7% | 9.4% | 20.8% |
| MHS AKTIF | 7.9% | -6.2% | -2.5% | -1.4% | -0.6% | -2.7% |
| WISUDA | 54.4% | 6.3% | -32.1% | -29.9% | -0.3% | -21.9% |
| CUTI | 100.0% | 300.0% | 112.5% | 72.5% | 146.3% | 2,833.3% |
| NONAKTIF | -15.7% | 35.9% | -42.7% | -17.0% | -9.9% | -45.5% |
📊 Statistik Deskriptif Lanjutan
ANIMO
404
Mean ± 176 (SD)
CV: 43.7% |
Min: 229 |
Max: 659
Q1: 252 |
Median: 399 |
Q3: 480
Skewness: 0.624 |
Kurtosis: -0.600
DAYA TAMPUNG
95
Mean ± 39 (SD)
CV: 41.0% |
Min: 50 |
Max: 146
Q1: 62 |
Median: 108 |
Q3: 108
Skewness: 0.096 |
Kurtosis: -1.385
HASIL
275
Mean ± 42 (SD)
CV: 15.2% |
Min: 230 |
Max: 338
Q1: 253 |
Median: 261 |
Q3: 292
Skewness: 0.887 |
Kurtosis: 0.388
MHS BARU
212
Mean ± 41 (SD)
CV: 19.4% |
Min: 171 |
Max: 274
Q1: 178 |
Median: 215 |
Q3: 223
Skewness: 0.755 |
Kurtosis: 0.127
MHS AKTIF
1,227
Mean ± 50 (SD)
CV: 4.1% |
Min: 1,182 |
Max: 1,311
Q1: 1,199 |
Median: 1,215 |
Q3: 1,230
Skewness: 1.549 |
Kurtosis: 2.717
WISUDA
139
Mean ± 42 (SD)
CV: 30.1% |
Min: 89 |
Max: 187
Q1: 114 |
Median: 127 |
Q3: 176
Skewness: 0.157 |
Kurtosis: -2.238
CUTI
34
Mean ± 36 (SD)
CV: 103.3% |
Min: 3 |
Max: 88
Q1: 6 |
Median: 24 |
Q3: 51
Skewness: 0.962 |
Kurtosis: -0.183
NONAKTIF
778
Mean ± 227 (SD)
CV: 29.2% |
Min: 506 |
Max: 1,064
Q1: 610 |
Median: 783 |
Q3: 929
Skewness: 0.061 |
Kurtosis: -1.699