Analisis Jumlah Mahasiswa Program Studi Magister Pendidikan Bahasa Indonesia
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
66.0%
Baik
Retention Rate Rata-rata
13.9%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
29.4%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-50.0%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
33.3%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
59.3%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
436.2%
Tinggi
Volatilitas Animo
105.0%
Coefficient of Variation
Utilization Capacity
68.0%
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 | 20 | 10 | 18 | 18 | 22 | 0 | 16 | 6 |
| 2022 | 4 | 10 | 4 | 5 | 5 | 0 | 27 | 0 |
| 2023 | 0 | 0 | 0 | 0 | 2 | 0 | 26 | 0 |
| 2024 | 6 | 10 | 6 | 6 | 17 | 0 | 24 | 8 |
| 2025 | 6 | 10 | 5 | 5 | 11 | 0 | 14 | 8 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 90.0% | 180.0% | 15.4% | 27.3% | 72.7% | 180.0% | 30.0% |
| 2022 | 100.0% | 40.0% | 0.0% | 0.0% | 540.0% | 50.0% | 0.0% |
| 2023 | 0.0% | 0.0% | 7.1% | 0.0% | 1,300.0% | 0.0% | 0.0% |
| 2024 | 100.0% | 60.0% | 25.6% | 47.1% | 141.2% | 60.0% | 133.3% |
| 2025 | 83.3% | 50.0% | 21.4% | 72.7% | 127.3% | 50.0% | 133.3% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -80.0% | -100.0% | 0.0% | 0.0% | -45.0% | -100.0% |
| DAYA TAMPUNG | 0.0% | -100.0% | 0.0% | 0.0% | -25.0% | -100.0% |
| HASIL | -77.8% | -100.0% | 0.0% | -16.7% | -48.6% | -100.0% |
| MHS BARU | -72.2% | -100.0% | 0.0% | -16.7% | -47.2% | -100.0% |
| MHS AKTIF | -77.3% | -60.0% | 750.0% | -35.3% | 144.4% | -50.0% |
| WISUDA | -100.0% | 0.0% | 0.0% | 0.0% | -25.0% | -100.0% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 68.8% | -3.7% | -7.7% | -41.7% | 3.9% | -12.5% |
📊 Statistik Deskriptif Lanjutan
ANIMO
7
Mean ± 8 (SD)
CV: 105.0% |
Min: 0 |
Max: 20
Q1: 4 |
Median: 6 |
Q3: 6
Skewness: 1.625 |
Kurtosis: 3.324
DAYA TAMPUNG
8
Mean ± 4 (SD)
CV: 55.9% |
Min: 0 |
Max: 10
Q1: 10 |
Median: 10 |
Q3: 10
Skewness: -2.236 |
Kurtosis: 5.000
HASIL
7
Mean ± 7 (SD)
CV: 102.5% |
Min: 0 |
Max: 18
Q1: 4 |
Median: 5 |
Q3: 6
Skewness: 1.576 |
Kurtosis: 3.227
MHS BARU
7
Mean ± 7 (SD)
CV: 98.3% |
Min: 0 |
Max: 18
Q1: 5 |
Median: 5 |
Q3: 6
Skewness: 1.503 |
Kurtosis: 3.195
MHS AKTIF
11
Mean ± 8 (SD)
CV: 72.5% |
Min: 2 |
Max: 22
Q1: 5 |
Median: 11 |
Q3: 17
Skewness: 0.202 |
Kurtosis: -1.812
WISUDA
4
Mean ± 4 (SD)
CV: 93.2% |
Min: 0 |
Max: 8
Q1: 0 |
Median: 6 |
Q3: 8
Skewness: -0.441 |
Kurtosis: -3.163
CUTI
0
Mean ± 0 (SD)
CV: 0.0% |
Min: 0 |
Max: 0
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 0.000 |
Kurtosis: 0.000
NONAKTIF
21
Mean ± 6 (SD)
CV: 28.0% |
Min: 14 |
Max: 27
Q1: 16 |
Median: 24 |
Q3: 26
Skewness: -0.529 |
Kurtosis: -2.806