Analisis Jumlah Mahasiswa Program Studi Magister Pendidikan Matematika
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
80.3%
Sangat Baik
Retention Rate Rata-rata
36.0%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
43.2%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
63.2%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
88.9%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
181.1%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
55.5%
Tinggi
Volatilitas Animo
58.6%
Coefficient of Variation
Utilization Capacity
80.3%
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 | 9 | 10 | 9 | 9 | 19 | 0 | 11 | 9 |
| 2022 | 16 | 15 | 16 | 16 | 20 | 0 | 14 | 8 |
| 2023 | 19 | 20 | 19 | 19 | 34 | 0 | 8 | 5 |
| 2024 | 8 | 10 | 8 | 8 | 22 | 0 | 15 | 13 |
| 2025 | 3 | 10 | 3 | 3 | 31 | 0 | 18 | 17 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 90.0% | 33.3% | 47.4% | 57.9% | 90.0% | 100.0% |
| 2022 | 100.0% | 106.7% | 15.4% | 40.0% | 70.0% | 106.7% | 50.0% |
| 2023 | 100.0% | 95.0% | 53.6% | 14.7% | 23.5% | 95.0% | 26.3% |
| 2024 | 100.0% | 80.0% | 33.3% | 59.1% | 68.2% | 80.0% | 162.5% |
| 2025 | 100.0% | 30.0% | 44.4% | 54.8% | 58.1% | 30.0% | 566.7% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 77.8% | 18.8% | -57.9% | -62.5% | -6.0% | -66.7% |
| DAYA TAMPUNG | 50.0% | 33.3% | -50.0% | 0.0% | 8.3% | 0.0% |
| HASIL | 77.8% | 18.8% | -57.9% | -62.5% | -6.0% | -66.7% |
| MHS BARU | 77.8% | 18.8% | -57.9% | -62.5% | -6.0% | -66.7% |
| MHS AKTIF | 5.3% | 70.0% | -35.3% | 40.9% | 20.2% | 63.2% |
| WISUDA | -11.1% | -37.5% | 160.0% | 30.8% | 35.5% | 88.9% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 27.3% | -42.9% | 87.5% | 20.0% | 23.0% | 63.6% |
📊 Statistik Deskriptif Lanjutan
ANIMO
11
Mean ± 6 (SD)
CV: 58.6% |
Min: 3 |
Max: 19
Q1: 8 |
Median: 9 |
Q3: 16
Skewness: 0.140 |
Kurtosis: -1.530
DAYA TAMPUNG
13
Mean ± 4 (SD)
CV: 34.4% |
Min: 10 |
Max: 20
Q1: 10 |
Median: 10 |
Q3: 15
Skewness: 1.258 |
Kurtosis: 0.313
HASIL
11
Mean ± 6 (SD)
CV: 58.6% |
Min: 3 |
Max: 19
Q1: 8 |
Median: 9 |
Q3: 16
Skewness: 0.140 |
Kurtosis: -1.530
MHS BARU
11
Mean ± 6 (SD)
CV: 58.6% |
Min: 3 |
Max: 19
Q1: 8 |
Median: 9 |
Q3: 16
Skewness: 0.140 |
Kurtosis: -1.530
MHS AKTIF
25
Mean ± 7 (SD)
CV: 27.1% |
Min: 19 |
Max: 34
Q1: 20 |
Median: 22 |
Q3: 31
Skewness: 0.607 |
Kurtosis: -2.588
WISUDA
10
Mean ± 5 (SD)
CV: 44.9% |
Min: 5 |
Max: 17
Q1: 8 |
Median: 9 |
Q3: 13
Skewness: 0.536 |
Kurtosis: -0.555
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
13
Mean ± 4 (SD)
CV: 29.0% |
Min: 8 |
Max: 18
Q1: 11 |
Median: 14 |
Q3: 15
Skewness: -0.254 |
Kurtosis: -0.501