🏥 COREP — All Charts Preview

Complete visualization gallery from the COREP Analytics Pipeline

45 charts
5 categories
2.6 MB total
Generated 2026-09-17 22:37

Core EDA 21

01_patient_demographics.png 70.1 KB · 11:27
01_patient_demographics.png
02_monthly_registrations.png 25.6 KB · 11:27
02_monthly_registrations.png
03_registrations_by_dayofweek.png 30.8 KB · 11:27
03_registrations_by_dayofweek.png
04_vitals_boxplots.png 58.8 KB · 11:27
04_vitals_boxplots.png
05_vitals_distributions.png 104.4 KB · 11:27
05_vitals_distributions.png
06_vitals_correlation.png 54.9 KB · 11:27
06_vitals_correlation.png
07_biohazard_isolation.png 25.2 KB · 11:27
07_biohazard_isolation.png
08_top15_diagnoses.png 38.1 KB · 11:27
08_top15_diagnoses.png
09_diagnoses_by_gender.png 37.0 KB · 11:27
09_diagnoses_by_gender.png
10_referrals.png 25.8 KB · 11:27
10_referrals.png
11_monthly_consultations.png 40.2 KB · 11:27
11_monthly_consultations.png
12_consultations_by_hour.png 17.9 KB · 11:27
12_consultations_by_hour.png
13_lab_test_results.png 39.4 KB · 11:27
13_lab_test_results.png
14_lab_turnaround_time.png 25.6 KB · 11:27
14_lab_turnaround_time.png
15_optical_walkin_vs_referred.png 24.2 KB · 11:27
15_optical_walkin_vs_referred.png
16_glasses_allocated.png 15.9 KB · 11:27
16_glasses_allocated.png
17_visual_acuity.png 21.1 KB · 11:27
17_visual_acuity.png
18_top15_drugs.png 46.7 KB · 11:27
18_top15_drugs.png
19_dispense_rate.png 23.9 KB · 11:27
19_dispense_rate.png
20_stock_by_category.png 50.2 KB · 11:27
20_stock_by_category.png
21_patient_journey_funnel.png 25.5 KB · 11:27
21_patient_journey_funnel.png

Clinical Questions 6

Q1_children_diagnoses.png 29.5 KB · 22:17
Q1_children_diagnoses.png
Q2_admission_by_gender.png 17.2 KB · 22:17
Q2_admission_by_gender.png
Q3_malaria_drugs.png 33.9 KB · 22:17
Q3_malaria_drugs.png
Q4_malaria_by_age.png 23.2 KB · 22:17
Q4_malaria_by_age.png
Q5_consult_to_lab_time.png 26.9 KB · 22:17
Q5_consult_to_lab_time.png
Q6_staff_workload.png 14.8 KB · 22:17
Q6_staff_workload.png

Forecasting 2

forecast_intraday_consultations.png 58.4 KB · 22:15
forecast_intraday_consultations.png
forecast_intraday_registrations.png 55.8 KB · 22:15
forecast_intraday_registrations.png

Clustering 3

cluster_elbow_silhouette.png 55.5 KB · 22:30
cluster_elbow_silhouette.png
cluster_heatmap.png 39.4 KB · 22:31
cluster_heatmap.png
cluster_pca_scatter.png 81.2 KB · 22:31
cluster_pca_scatter.png

NLP Analysis 13

nlp_2grams_diagnosis.png 37.4 KB · 22:34
nlp_2grams_diagnosis.png
nlp_2grams_symptoms.png 34.4 KB · 22:34
nlp_2grams_symptoms.png
nlp_2grams_treatment.png 30.5 KB · 22:34
nlp_2grams_treatment.png
nlp_3grams_diagnosis.png 55.7 KB · 22:34
nlp_3grams_diagnosis.png
nlp_3grams_symptoms.png 41.7 KB · 22:34
nlp_3grams_symptoms.png
nlp_3grams_treatment.png 41.3 KB · 22:34
nlp_3grams_treatment.png
nlp_cooccurrence_symptoms_diagnosis.png 32.1 KB · 22:34
nlp_cooccurrence_symptoms_diagnosis.png
nlp_top_tokens_diagnosis.png 34.3 KB · 22:34
nlp_top_tokens_diagnosis.png
nlp_top_tokens_symptoms.png 31.2 KB · 22:34
nlp_top_tokens_symptoms.png
nlp_top_tokens_treatment.png 31.3 KB · 22:34
nlp_top_tokens_treatment.png
nlp_wordcloud_diagnosis.png 336.3 KB · 22:34
nlp_wordcloud_diagnosis.png
nlp_wordcloud_symptoms.png 391.4 KB · 22:34
nlp_wordcloud_symptoms.png
nlp_wordcloud_treatment.png 344.3 KB · 22:34
nlp_wordcloud_treatment.png