Analisis Jumlah Mahasiswa Program Studi Teknik Elektro
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
139.0%
Sangat Baik
Retention Rate Rata-rata
54.2%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
6.2%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
3.3%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
200.0%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
21.1%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
75.4%
Tinggi
Volatilitas Animo
10.8%
Coefficient of Variation
Utilization Capacity
112.8%
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 | 243 | 112 | 176 | 147 | 860 | 20 | 754 | 26 |
| 2022 | 316 | 100 | 176 | 140 | 931 | 40 | 866 | 67 |
| 2023 | 257 | 134 | 219 | 182 | 978 | 60 | 801 | 59 |
| 2024 | 288 | 134 | 138 | 116 | 1,000 | 70 | 422 | 59 |
| 2025 | 257 | 134 | 128 | 94 | 888 | 111 | 354 | 78 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 72.4% | 157.1% | 47.8% | 3.0% | 90.0% | 131.3% | 10.7% |
| 2022 | 55.7% | 176.0% | 45.9% | 7.2% | 97.3% | 140.0% | 21.2% |
| 2023 | 85.2% | 163.4% | 48.1% | 6.0% | 88.0% | 135.8% | 23.0% |
| 2024 | 47.9% | 103.0% | 64.8% | 5.9% | 49.2% | 86.6% | 20.5% |
| 2025 | 49.8% | 95.5% | 64.8% | 8.8% | 52.4% | 70.1% | 30.4% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 30.0% | -18.7% | 12.1% | -10.8% | 3.2% | 5.8% |
| DAYA TAMPUNG | -10.7% | 34.0% | 0.0% | 0.0% | 5.8% | 19.6% |
| HASIL | 0.0% | 24.4% | -37.0% | -7.2% | -5.0% | -27.3% |
| MHS BARU | -4.8% | 30.0% | -36.3% | -19.0% | -7.5% | -36.1% |
| MHS AKTIF | 8.3% | 5.0% | 2.2% | -11.2% | 1.1% | 3.3% |
| WISUDA | 157.7% | -11.9% | 0.0% | 32.2% | 44.5% | 200.0% |
| CUTI | 100.0% | 50.0% | 16.7% | 58.6% | 56.3% | 455.0% |
| NONAKTIF | 14.9% | -7.5% | -47.3% | -16.1% | -14.0% | -53.1% |
📊 Statistik Deskriptif Lanjutan
ANIMO
272
Mean ± 30 (SD)
CV: 10.8% |
Min: 243 |
Max: 316
Q1: 257 |
Median: 257 |
Q3: 288
Skewness: 0.909 |
Kurtosis: -0.454
DAYA TAMPUNG
123
Mean ± 16 (SD)
CV: 13.0% |
Min: 100 |
Max: 134
Q1: 112 |
Median: 134 |
Q3: 134
Skewness: -0.920 |
Kurtosis: -1.545
HASIL
167
Mean ± 36 (SD)
CV: 21.6% |
Min: 128 |
Max: 219
Q1: 138 |
Median: 176 |
Q3: 176
Skewness: 0.459 |
Kurtosis: -0.492
MHS BARU
136
Mean ± 33 (SD)
CV: 24.5% |
Min: 94 |
Max: 182
Q1: 116 |
Median: 140 |
Q3: 147
Skewness: 0.219 |
Kurtosis: -0.025
MHS AKTIF
931
Mean ± 59 (SD)
CV: 6.3% |
Min: 860 |
Max: 1,000
Q1: 888 |
Median: 931 |
Q3: 978
Skewness: -0.044 |
Kurtosis: -2.128
WISUDA
58
Mean ± 19 (SD)
CV: 33.6% |
Min: 26 |
Max: 78
Q1: 59 |
Median: 59 |
Q3: 67
Skewness: -1.318 |
Kurtosis: 2.538
CUTI
60
Mean ± 34 (SD)
CV: 56.9% |
Min: 20 |
Max: 111
Q1: 40 |
Median: 60 |
Q3: 70
Skewness: 0.608 |
Kurtosis: 0.550
NONAKTIF
639
Mean ± 234 (SD)
CV: 36.6% |
Min: 354 |
Max: 866
Q1: 422 |
Median: 754 |
Q3: 801
Skewness: -0.525 |
Kurtosis: -2.861