Analisis Jumlah Mahasiswa Program Studi Pendidikan Geografi
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
147.1%
Sangat Baik
Retention Rate Rata-rata
46.1%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
9.3%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
78.7%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
100.0%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
26.6%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
91.6%
Tinggi
Volatilitas Animo
31.4%
Coefficient of Variation
Utilization Capacity
112.7%
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 | 145 | 45 | 112 | 84 | 282 | 4 | 346 | 32 |
| 2022 | 238 | 45 | 97 | 75 | 389 | 5 | 346 | 42 |
| 2023 | 116 | 80 | 82 | 67 | 462 | 8 | 360 | 23 |
| 2024 | 152 | 80 | 69 | 57 | 488 | 11 | 399 | 33 |
| 2025 | 124 | 80 | 66 | 44 | 504 | 23 | 381 | 64 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 77.2% | 248.9% | 34.4% | 11.3% | 124.1% | 186.7% | 22.1% |
| 2022 | 40.8% | 215.6% | 44.7% | 10.8% | 90.2% | 166.7% | 17.6% |
| 2023 | 70.7% | 102.5% | 50.8% | 5.0% | 79.7% | 83.8% | 19.8% |
| 2024 | 45.4% | 86.3% | 49.9% | 6.8% | 84.0% | 71.3% | 21.7% |
| 2025 | 53.2% | 82.5% | 50.8% | 12.7% | 80.2% | 55.0% | 51.6% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 64.1% | -51.3% | 31.0% | -18.4% | 6.4% | -14.5% |
| DAYA TAMPUNG | 0.0% | 77.8% | 0.0% | 0.0% | 19.4% | 77.8% |
| HASIL | -13.4% | -15.5% | -15.9% | -4.3% | -12.3% | -41.1% |
| MHS BARU | -10.7% | -10.7% | -14.9% | -22.8% | -14.8% | -47.6% |
| MHS AKTIF | 37.9% | 18.8% | 5.6% | 3.3% | 16.4% | 78.7% |
| WISUDA | 31.3% | -45.2% | 43.5% | 93.9% | 30.9% | 100.0% |
| CUTI | 25.0% | 60.0% | 37.5% | 109.1% | 57.9% | 475.0% |
| NONAKTIF | 0.0% | 4.0% | 10.8% | -4.5% | 2.6% | 10.1% |
📊 Statistik Deskriptif Lanjutan
ANIMO
155
Mean ± 49 (SD)
CV: 31.4% |
Min: 116 |
Max: 238
Q1: 124 |
Median: 145 |
Q3: 152
Skewness: 1.739 |
Kurtosis: 3.284
DAYA TAMPUNG
66
Mean ± 19 (SD)
CV: 29.0% |
Min: 45 |
Max: 80
Q1: 45 |
Median: 80 |
Q3: 80
Skewness: -0.609 |
Kurtosis: -3.333
HASIL
85
Mean ± 19 (SD)
CV: 22.7% |
Min: 66 |
Max: 112
Q1: 69 |
Median: 82 |
Q3: 97
Skewness: 0.547 |
Kurtosis: -1.411
MHS BARU
65
Mean ± 16 (SD)
CV: 23.8% |
Min: 44 |
Max: 84
Q1: 57 |
Median: 67 |
Q3: 75
Skewness: -0.339 |
Kurtosis: -0.699
MHS AKTIF
425
Mean ± 91 (SD)
CV: 21.5% |
Min: 282 |
Max: 504
Q1: 389 |
Median: 462 |
Q3: 488
Skewness: -1.193 |
Kurtosis: 0.580
WISUDA
39
Mean ± 16 (SD)
CV: 40.2% |
Min: 23 |
Max: 64
Q1: 32 |
Median: 33 |
Q3: 42
Skewness: 1.268 |
Kurtosis: 1.871
CUTI
10
Mean ± 8 (SD)
CV: 75.1% |
Min: 4 |
Max: 23
Q1: 5 |
Median: 8 |
Q3: 11
Skewness: 1.582 |
Kurtosis: 2.548
NONAKTIF
366
Mean ± 23 (SD)
CV: 6.3% |
Min: 346 |
Max: 399
Q1: 346 |
Median: 360 |
Q3: 381
Skewness: 0.686 |
Kurtosis: -1.406