Analisis Jumlah Mahasiswa Program Studi Magister Sosiologi
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
88.0%
Sangat Baik
Retention Rate Rata-rata
50.8%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
17.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
100.0%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
900.0%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
78.2%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
71.5%
Tinggi
Volatilitas Animo
55.3%
Coefficient of Variation
Utilization Capacity
88.0%
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 | 5 | 10 | 5 | 5 | 15 | 0 | 14 | 1 |
| 2022 | 8 | 10 | 8 | 8 | 25 | 0 | 17 | 3 |
| 2023 | 16 | 10 | 16 | 16 | 35 | 4 | 19 | 9 |
| 2024 | 11 | 10 | 11 | 11 | 38 | 11 | 12 | 3 |
| 2025 | 4 | 10 | 4 | 4 | 30 | 16 | 5 | 10 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 50.0% | 40.0% | 6.7% | 93.3% | 50.0% | 20.0% |
| 2022 | 100.0% | 80.0% | 45.9% | 12.0% | 68.0% | 80.0% | 37.5% |
| 2023 | 100.0% | 160.0% | 40.4% | 25.7% | 65.7% | 160.0% | 56.3% |
| 2024 | 100.0% | 110.0% | 64.3% | 7.9% | 60.5% | 110.0% | 27.3% |
| 2025 | 100.0% | 40.0% | 63.4% | 33.3% | 70.0% | 40.0% | 250.0% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 60.0% | 100.0% | -31.3% | -63.6% | 16.3% | -20.0% |
| DAYA TAMPUNG | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| HASIL | 60.0% | 100.0% | -31.3% | -63.6% | 16.3% | -20.0% |
| MHS BARU | 60.0% | 100.0% | -31.3% | -63.6% | 16.3% | -20.0% |
| MHS AKTIF | 66.7% | 40.0% | 8.6% | -21.1% | 23.5% | 100.0% |
| WISUDA | 200.0% | 200.0% | -66.7% | 233.3% | 141.7% | 900.0% |
| CUTI | 0.0% | 0.0% | 175.0% | 45.5% | 55.1% | 300.0% |
| NONAKTIF | 21.4% | 11.8% | -36.8% | -58.3% | -15.5% | -64.3% |
📊 Statistik Deskriptif Lanjutan
ANIMO
9
Mean ± 5 (SD)
CV: 55.3% |
Min: 4 |
Max: 16
Q1: 5 |
Median: 8 |
Q3: 11
Skewness: 0.787 |
Kurtosis: -0.321
DAYA TAMPUNG
10
Mean ± 0 (SD)
CV: 0.0% |
Min: 10 |
Max: 10
Q1: 10 |
Median: 10 |
Q3: 10
Skewness: 0.000 |
Kurtosis: 0.000
HASIL
9
Mean ± 5 (SD)
CV: 55.3% |
Min: 4 |
Max: 16
Q1: 5 |
Median: 8 |
Q3: 11
Skewness: 0.787 |
Kurtosis: -0.321
MHS BARU
9
Mean ± 5 (SD)
CV: 55.3% |
Min: 4 |
Max: 16
Q1: 5 |
Median: 8 |
Q3: 11
Skewness: 0.787 |
Kurtosis: -0.321
MHS AKTIF
29
Mean ± 9 (SD)
CV: 31.7% |
Min: 15 |
Max: 38
Q1: 25 |
Median: 30 |
Q3: 35
Skewness: -0.818 |
Kurtosis: 0.096
WISUDA
5
Mean ± 4 (SD)
CV: 77.4% |
Min: 1 |
Max: 10
Q1: 3 |
Median: 3 |
Q3: 9
Skewness: 0.448 |
Kurtosis: -2.773
CUTI
6
Mean ± 7 (SD)
CV: 114.3% |
Min: 0 |
Max: 16
Q1: 0 |
Median: 4 |
Q3: 11
Skewness: 0.661 |
Kurtosis: -1.684
NONAKTIF
13
Mean ± 5 (SD)
CV: 40.4% |
Min: 5 |
Max: 19
Q1: 12 |
Median: 14 |
Q3: 17
Skewness: -0.980 |
Kurtosis: 0.932