Analisis Jumlah Mahasiswa Fakultas Keguruan dan Ilmu Pendidikan
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
158.5%
Sangat Baik
Retention Rate Rata-rata
53.1%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
13.4%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
64.0%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-34.6%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
42.5%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
61.8%
Tinggi
Volatilitas Animo
20.6%
Coefficient of Variation
Utilization Capacity
136.6%
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 | 2,165 | 930 | 1,771 | 1,552 | 5,709 | 78 | 4,206 | 1,388 |
| 2022 | 3,385 | 992 | 2,048 | 1,805 | 7,336 | 122 | 4,477 | 795 |
| 2023 | 2,250 | 1,260 | 1,794 | 1,548 | 8,551 | 234 | 4,806 | 955 |
| 2024 | 2,505 | 1,300 | 1,670 | 1,423 | 9,149 | 396 | 4,944 | 1,023 |
| 2025 | 2,181 | 1,300 | 1,621 | 1,322 | 9,362 | 723 | 4,330 | 908 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 81.8% | 190.4% | 42.6% | 24.3% | 75.0% | 166.9% | 64.1% |
| 2022 | 60.5% | 206.5% | 51.2% | 10.8% | 62.7% | 182.0% | 23.5% |
| 2023 | 79.7% | 142.4% | 54.9% | 11.2% | 58.9% | 122.9% | 42.4% |
| 2024 | 66.7% | 128.5% | 56.4% | 11.2% | 58.4% | 109.5% | 40.8% |
| 2025 | 74.3% | 124.7% | 60.6% | 9.7% | 54.0% | 101.7% | 41.6% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 56.4% | -33.5% | 11.3% | -12.9% | 5.3% | 0.7% |
| DAYA TAMPUNG | 6.7% | 27.0% | 3.2% | 0.0% | 9.2% | 39.8% |
| HASIL | 15.6% | -12.4% | -6.9% | -2.9% | -1.7% | -8.5% |
| MHS BARU | 16.3% | -14.2% | -8.1% | -7.1% | -3.3% | -14.8% |
| MHS AKTIF | 28.5% | 16.6% | 7.0% | 2.3% | 13.6% | 64.0% |
| WISUDA | -42.7% | 20.1% | 7.1% | -11.2% | -6.7% | -34.6% |
| CUTI | 56.4% | 91.8% | 69.2% | 82.6% | 75.0% | 826.9% |
| NONAKTIF | 6.4% | 7.3% | 2.9% | -12.4% | 1.1% | 2.9% |
📊 Statistik Deskriptif Lanjutan
ANIMO
2,497
Mean ± 515 (SD)
CV: 20.6% |
Min: 2,165 |
Max: 3,385
Q1: 2,181 |
Median: 2,250 |
Q3: 2,505
Skewness: 1.883 |
Kurtosis: 3.526
DAYA TAMPUNG
1,156
Mean ± 180 (SD)
CV: 15.6% |
Min: 930 |
Max: 1,300
Q1: 992 |
Median: 1,260 |
Q3: 1,300
Skewness: -0.639 |
Kurtosis: -2.904
HASIL
1,781
Mean ± 165 (SD)
CV: 9.3% |
Min: 1,621 |
Max: 2,048
Q1: 1,670 |
Median: 1,771 |
Q3: 1,794
Skewness: 1.255 |
Kurtosis: 1.845
MHS BARU
1,530
Mean ± 181 (SD)
CV: 11.8% |
Min: 1,322 |
Max: 1,805
Q1: 1,423 |
Median: 1,548 |
Q3: 1,552
Skewness: 0.743 |
Kurtosis: 0.980
MHS AKTIF
8,021
Mean ± 1,514 (SD)
CV: 18.9% |
Min: 5,709 |
Max: 9,362
Q1: 7,336 |
Median: 8,551 |
Q3: 9,149
Skewness: -1.044 |
Kurtosis: 0.031
WISUDA
1,014
Mean ± 225 (SD)
CV: 22.2% |
Min: 795 |
Max: 1,388
Q1: 908 |
Median: 955 |
Q3: 1,023
Skewness: 1.481 |
Kurtosis: 2.733
CUTI
311
Mean ± 261 (SD)
CV: 84.1% |
Min: 78 |
Max: 723
Q1: 122 |
Median: 234 |
Q3: 396
Skewness: 1.193 |
Kurtosis: 0.917
NONAKTIF
4,553
Mean ± 313 (SD)
CV: 6.9% |
Min: 4,206 |
Max: 4,944
Q1: 4,330 |
Median: 4,477 |
Q3: 4,806
Skewness: 0.313 |
Kurtosis: -2.230