BLOOD DONATION DATA DISCOVERY AND CLEANING
Group 1 OCC2 WQD7004
12 January 2025
Team Members
24063894 Tengku Muhamad Firdaus Mahmood Bin Tengku
Zambri
24054402 Siti Nuraishah Binti Ab Manam
17127309 Md Azrul Syaffiq Bin Md Suhaimi
23104958 Rahayu Rianti
17207347 Ahmad Kamil Hariz Bin Harizal
Introduction
The dataset available at the GitHub repository MoH-Malaysia/data-darah-public is a public dataset related to blood donation facilities in Malaysia. The file donations_facility.csv provides information about blood donations collected across various facilities. This dataset is likely maintained by the Malaysian Ministry of Health (MoH) and is made publicly accessible to facilitate transparency, analysis, and research into blood donation trends.
This project explores blood donation trends in Malaysia from 2006 to the present. Using data visualization, time series forecasting, and clustering, it identifies key patterns, predicts future donation trends, and highlights facilities with low blood supply. The findings aim to support healthcare decision-making by optimizing resource allocation and enhancing donor engagement strategies.
Key Details:
Dataset Name: donations_facility.csv
Source: GitHub repository of the Malaysian Ministry of Health (MoH).
Purpose: Provides data for analyzing blood donation patterns, trends, and facility-specific performance.
Structure: Key columns such as:
• Date: The date of donation or reporting.
• Facility Name: Name of the blood donation facility.
• Number of Donations (daily): Count of donations recorded for the specific date and facility.
Objectives
- To understand the current blood donation trend from 2006 to current to date
- To identify which facility/hospital requires more blood donation
Data Source
MOH Github link: https://github.com/MoH-Malaysia/data-darah-public/blob/main/donations_facility.csv
Link to download the `.Rmd` file: https://drive.google.com/file/d/18moZlC6FcO1BznYXBwVispyBGfs-iWen/view?usp=drive_link
Working Script
Set working directory
setwd("/Users/azrulsyaffiq/Desktop/Study/UM/Semester I/WQD7004 PROGRAMMING FOR DATA SCIENCE/Group Assignment/Task")loading libraries
library(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
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## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(dplyr)
library(ggplot2)
library(readr)
library(tidyr)
library(scales)##
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library(plotly)##
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## layoutreading/importing the dataset
df <- read.csv("/Users/azrulsyaffiq/Desktop/Study/UM/Semester I/WQD7004 PROGRAMMING FOR DATA SCIENCE/Group Assignment/Task/donations_facility_dirty.csv")View initial structure
str(df)## 'data.frame': 194017 obs. of 19 variables:
## $ date : chr "2006-01-01" "2006-01-01" "2006-01-01" "2006-01-01" ...
## $ hospital : chr "HOSPITAL SULTANAH NORA ISMAIL#" "hospital sultanah aminah" "" "HOSPITAL SULTANAH BAHIYAH!" ...
## $ daily : num 87 0 0 208 0 1 0 0 0 0 ...
## $ blood_a : int 19 0 0 67 0 0 0 0 0 0 ...
## $ blood_b : int 20 0 0 62 0 0 0 0 0 0 ...
## $ blood_o : int 45 0 0 61 0 1 0 0 0 0 ...
## $ blood_ab : int 3 0 0 18 0 0 0 0 0 0 ...
## $ location_centre : int 87 0 0 208 0 1 0 0 0 0 ...
## $ location_mobile : int 0 0 0 0 0 0 0 0 0 0 ...
## $ type_wholeblood : int 87 0 0 208 0 1 0 0 0 0 ...
## $ type_apheresis_platelet: int 0 0 0 0 0 0 0 0 0 0 ...
## $ type_apheresis_plasma : int 0 0 0 0 0 0 0 0 0 0 ...
## $ type_other : int 0 0 0 0 0 0 0 0 0 0 ...
## $ social_civilian : int 86 0 0 197 0 1 0 0 0 0 ...
## $ social_student : int 1 0 0 8 0 0 0 0 0 0 ...
## $ social_policearmy : int 0 0 0 3 0 0 0 0 0 0 ...
## $ donations_new : int 36 0 0 1 0 0 0 0 0 0 ...
## $ donations_regular : int 49 0 0 207 0 1 0 0 0 0 ...
## $ donations_irregular : int 2 0 0 0 0 0 0 0 0 0 ...summary(df)## date hospital daily blood_a
## Length:194017 Length:194017 Min. : 0.00 Min. : 0.00
## Class :character Class :character 1st Qu.: 0.00 1st Qu.: 0.00
## Mode :character Mode :character Median : 7.00 Median : 1.00
## Mean : 45.49 Mean : 11.29
## 3rd Qu.: 48.00 3rd Qu.: 12.00
## Max. :2667.00 Max. :590.00
## NA's :9701
## blood_b blood_o blood_ab location_centre
## Min. : 0.00 Min. : 0.00 Min. : 0.000 Min. : 0.0
## 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.000 1st Qu.: 0.0
## Median : 2.00 Median : 3.00 Median : 0.000 Median : 2.0
## Mean : 12.38 Mean : 18.99 Mean : 2.817 Mean : 23.7
## 3rd Qu.: 13.00 3rd Qu.: 20.00 3rd Qu.: 3.000 3rd Qu.: 25.0
## Max. :842.00 Max. :1048.00 Max. :187.000 Max. :1398.0
##
## location_mobile type_wholeblood type_apheresis_platelet
## Min. : 0.00 Min. : 0.00 Min. : 0.0000
## 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.0000
## Median : 0.00 Median : 7.00 Median : 0.0000
## Mean : 21.78 Mean : 44.56 Mean : 0.4454
## 3rd Qu.: 0.00 3rd Qu.: 48.00 3rd Qu.: 0.0000
## Max. :2667.00 Max. :2666.00 Max. :38.0000
##
## type_apheresis_plasma type_other social_civilian social_student
## Min. : 0.0000 Min. : 0.0000 Min. : 0.00 Min. : 0.000
## 1st Qu.: 0.0000 1st Qu.: 0.0000 1st Qu.: 0.00 1st Qu.: 0.000
## Median : 0.0000 Median : 0.0000 Median : 7.00 Median : 0.000
## Mean : 0.3817 Mean : 0.0859 Mean : 38.96 Mean : 5.255
## 3rd Qu.: 0.0000 3rd Qu.: 0.0000 3rd Qu.: 43.00 3rd Qu.: 2.000
## Max. :71.0000 Max. :786.0000 Max. :2610.00 Max. :765.000
##
## social_policearmy donations_new donations_regular donations_irregular
## Min. : 0.000 Min. : 0.00 Min. : 0.00 Min. : 0.00
## 1st Qu.: 0.000 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
## Median : 0.000 Median : 1.00 Median : 4.00 Median : 0.00
## Mean : 1.264 Mean : 14.82 Mean : 24.72 Mean : 5.94
## 3rd Qu.: 0.000 3rd Qu.: 13.00 3rd Qu.: 24.00 3rd Qu.: 5.00
## Max. :1578.000 Max. :2506.00 Max. :1216.00 Max. :670.00
## glimpse(df) # observation --> $date feature is in <chr> dtype (should be date format)## Rows: 194,017
## Columns: 19
## $ date <chr> "2006-01-01", "2006-01-01", "2006-01-01", "200…
## $ hospital <chr> "HOSPITAL SULTANAH NORA ISMAIL#", "hospital su…
## $ daily <dbl> 87, 0, 0, 208, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, N…
## $ blood_a <int> 19, 0, 0, 67, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ blood_b <int> 20, 0, 0, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ blood_o <int> 45, 0, 0, 61, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ blood_ab <int> 3, 0, 0, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ location_centre <int> 87, 0, 0, 208, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ location_mobile <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ type_wholeblood <int> 87, 0, 0, 208, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ type_apheresis_platelet <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ type_apheresis_plasma <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ type_other <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ social_civilian <int> 86, 0, 0, 197, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ social_student <int> 1, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ social_policearmy <int> 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ donations_new <int> 36, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ donations_regular <int> 49, 0, 0, 207, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ donations_irregular <int> 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…Discovering the Dataset
Checking Missing Values
Count missing values per column
colSums(is.na(df)) #observation --> $daily has 9701 null values, rest are OK## date hospital daily
## 0 0 9701
## blood_a blood_b blood_o
## 0 0 0
## blood_ab location_centre location_mobile
## 0 0 0
## type_wholeblood type_apheresis_platelet type_apheresis_plasma
## 0 0 0
## type_other social_civilian social_student
## 0 0 0
## social_policearmy donations_new donations_regular
## 0 0 0
## donations_irregular
## 0Percentage of missing values per column
colMeans(is.na(df)) * 100 #observation --> $daily's null values equates to 5% of the data## date hospital daily
## 0.000000 0.000000 5.000077
## blood_a blood_b blood_o
## 0.000000 0.000000 0.000000
## blood_ab location_centre location_mobile
## 0.000000 0.000000 0.000000
## type_wholeblood type_apheresis_platelet type_apheresis_plasma
## 0.000000 0.000000 0.000000
## type_other social_civilian social_student
## 0.000000 0.000000 0.000000
## social_policearmy donations_new donations_regular
## 0.000000 0.000000 0.000000
## donations_irregular
## 0.000000Check for duplicate rows
sum(duplicated(df)) #observation --> 32674 duplicates found## [1] 32674Explore numeric columns
Summary statistics for numeric columns
df %>%
summarise(across(where(is.numeric), list(mean = mean, sd = sd, min = min, max = max), na.rm = TRUE))## Warning: There was 1 warning in `summarise()`.
## ℹ In argument: `across(...)`.
## Caused by warning:
## ! The `...` argument of `across()` is deprecated as of dplyr 1.1.0.
## Supply arguments directly to `.fns` through an anonymous function instead.
##
## # Previously
## across(a:b, mean, na.rm = TRUE)
##
## # Now
## across(a:b, \(x) mean(x, na.rm = TRUE))## daily_mean daily_sd daily_min daily_max blood_a_mean blood_a_sd blood_a_min
## 1 45.49179 108.3807 0 2667 11.29406 27.33861 0
## blood_a_max blood_b_mean blood_b_sd blood_b_min blood_b_max blood_o_mean
## 1 590 12.37746 29.57617 0 842 18.98555
## blood_o_sd blood_o_min blood_o_max blood_ab_mean blood_ab_sd blood_ab_min
## 1 45.37577 0 1048 2.817413 6.869608 0
## blood_ab_max location_centre_mean location_centre_sd location_centre_min
## 1 187 23.69627 47.02021 0
## location_centre_max location_mobile_mean location_mobile_sd
## 1 1398 21.77943 88.5789
## location_mobile_min location_mobile_max type_wholeblood_mean
## 1 0 2667 44.5627
## type_wholeblood_sd type_wholeblood_min type_wholeblood_max
## 1 105.4878 0 2666
## type_apheresis_platelet_mean type_apheresis_platelet_sd
## 1 0.4453785 2.32669
## type_apheresis_platelet_min type_apheresis_platelet_max
## 1 0 38
## type_apheresis_plasma_mean type_apheresis_plasma_sd type_apheresis_plasma_min
## 1 0.3817501 2.165341 0
## type_apheresis_plasma_max type_other_mean type_other_sd type_other_min
## 1 71 0.08586876 2.261028 0
## type_other_max social_civilian_mean social_civilian_sd social_civilian_min
## 1 786 38.95665 88.25553 0
## social_civilian_max social_student_mean social_student_sd social_student_min
## 1 2610 5.255241 25.37266 0
## social_student_max social_policearmy_mean social_policearmy_sd
## 1 765 1.263812 14.30165
## social_policearmy_min social_policearmy_max donations_new_mean
## 1 0 1578 14.81892
## donations_new_sd donations_new_min donations_new_max donations_regular_mean
## 1 40.46328 0 2506 24.71651
## donations_regular_sd donations_regular_min donations_regular_max
## 1 60.17422 0 1216
## donations_irregular_mean donations_irregular_sd donations_irregular_min
## 1 5.940263 18.14029 0
## donations_irregular_max
## 1 670Boxplots to detect outliers
# observations --> $daily, $donations_new, $location_mobile, $social_civilian and $type_wholeblood seem to have outliers
df %>%
select(where(is.numeric)) %>%
gather(key = "variable", value = "value") %>%
ggplot(aes(x = variable, y = value)) +
geom_boxplot() +
theme_minimal() +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) # Rotates the x-axis labels## Warning: Removed 9701 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
Cleaning the dataset
Handling missing values in daily column
# Since $daily is the sum of all 4 bllod types, we replace missing values in 'daily' with the sum of blood types
df <- df %>%
mutate(daily = ifelse(is.na(daily),
blood_a + blood_b + blood_o + blood_ab,
daily))verify mutation
sum(is.na(df$daily)) #observation --> no more missing values in the data## [1] 0Handling duplicate records
df <- df %>% distinct()
#verify change
sum(duplicated(df)) #observation --> 0 duplicates found## [1] 0Normalizing the data
df$hospital <- df$hospital %>%
str_replace_all("[@#!]", "") %>% # Remove special characters
str_to_title() # Convert to title case
#verify change
view(df) #observation --> OKApplying min-max scaling to all numeric columns
min_max_scaler <- function(x) {
(x - min(x, na.rm = TRUE)) / (max(x, na.rm = TRUE) - min(x, na.rm = TRUE))
}
df_scaled <- df %>%
mutate(across(where(is.numeric), ~ min_max_scaler(.)))
#verify change
summary(df_scaled)## date hospital daily blood_a
## Length:159507 Length:159507 Min. :0.000000 Min. :0.00000
## Class :character Class :character 1st Qu.:0.000000 1st Qu.:0.00000
## Mode :character Mode :character Median :0.005999 Median :0.00678
## Mean :0.020739 Mean :0.02328
## 3rd Qu.:0.022497 3rd Qu.:0.02542
## Max. :1.000000 Max. :1.00000
## blood_b blood_o blood_ab location_centre
## Min. :0.000000 Min. :0.000000 Min. :0.000000 Min. :0.000000
## 1st Qu.:0.000000 1st Qu.:0.000000 1st Qu.:0.000000 1st Qu.:0.000000
## Median :0.004751 Median :0.006679 Median :0.005348 Median :0.005723
## Mean :0.017879 Mean :0.022034 Mean :0.018324 Mean :0.020617
## 3rd Qu.:0.019002 3rd Qu.:0.023855 3rd Qu.:0.021390 3rd Qu.:0.025751
## Max. :1.000000 Max. :1.000000 Max. :1.000000 Max. :1.000000
## location_mobile type_wholeblood type_apheresis_platelet
## Min. :0.000000 Min. :0.000000 Min. :0.00000
## 1st Qu.:0.000000 1st Qu.:0.000000 1st Qu.:0.00000
## Median :0.000000 Median :0.006001 Median :0.00000
## Mean :0.009932 Mean :0.020330 Mean :0.01425
## 3rd Qu.:0.000000 3rd Qu.:0.022506 3rd Qu.:0.00000
## Max. :1.000000 Max. :1.000000 Max. :1.00000
## type_apheresis_plasma type_other social_civilian
## Min. :0.000000 Min. :0.0000000 Min. :0.000000
## 1st Qu.:0.000000 1st Qu.:0.0000000 1st Qu.:0.000000
## Median :0.000000 Median :0.0000000 Median :0.005747
## Mean :0.006539 Mean :0.0001328 Mean :0.018154
## 3rd Qu.:0.000000 3rd Qu.:0.0000000 3rd Qu.:0.020690
## Max. :1.000000 Max. :1.0000000 Max. :1.000000
## social_student social_policearmy donations_new donations_regular
## Min. :0.000000 Min. :0.0000000 Min. :0.000000 Min. :0.000000
## 1st Qu.:0.000000 1st Qu.:0.0000000 1st Qu.:0.000000 1st Qu.:0.000000
## Median :0.000000 Median :0.0000000 Median :0.001197 Median :0.007401
## Mean :0.008353 Mean :0.0009741 Mean :0.007192 Mean :0.024722
## 3rd Qu.:0.003922 3rd Qu.:0.0000000 3rd Qu.:0.007183 3rd Qu.:0.025493
## Max. :1.000000 Max. :1.0000000 Max. :1.000000 Max. :1.000000
## donations_irregular
## Min. :0.000000
## 1st Qu.:0.000000
## Median :0.001492
## Mean :0.010784
## 3rd Qu.:0.010448
## Max. :1.000000Reformatting data type
Convert ‘date’ to Date format
df$date <- as.Date(df$date, format = "%Y-%m-%d")
# Verify structure
str(df)## 'data.frame': 159507 obs. of 19 variables:
## $ date : Date, format: "2006-01-01" "2006-01-01" ...
## $ hospital : chr "Hospital Sultanah Nora Ismail" "Hospital Sultanah Aminah" "" "Hospital Sultanah Bahiyah" ...
## $ daily : num 87 0 0 208 0 1 0 0 0 0 ...
## $ blood_a : int 19 0 0 67 0 0 0 0 0 0 ...
## $ blood_b : int 20 0 0 62 0 0 0 0 0 0 ...
## $ blood_o : int 45 0 0 61 0 1 0 0 0 0 ...
## $ blood_ab : int 3 0 0 18 0 0 0 0 0 0 ...
## $ location_centre : int 87 0 0 208 0 1 0 0 0 0 ...
## $ location_mobile : int 0 0 0 0 0 0 0 0 0 0 ...
## $ type_wholeblood : int 87 0 0 208 0 1 0 0 0 0 ...
## $ type_apheresis_platelet: int 0 0 0 0 0 0 0 0 0 0 ...
## $ type_apheresis_plasma : int 0 0 0 0 0 0 0 0 0 0 ...
## $ type_other : int 0 0 0 0 0 0 0 0 0 0 ...
## $ social_civilian : int 86 0 0 197 0 1 0 0 0 0 ...
## $ social_student : int 1 0 0 8 0 0 0 0 0 0 ...
## $ social_policearmy : int 0 0 0 3 0 0 0 0 0 0 ...
## $ donations_new : int 36 0 0 1 0 0 0 0 0 0 ...
## $ donations_regular : int 49 0 0 207 0 1 0 0 0 0 ...
## $ donations_irregular : int 2 0 0 0 0 0 0 0 0 0 ...Saving the cleaned dataset
# saving and exporting the cleaned dataset
#write.csv(df, "donations_facility_cleaned_normalized.csv", row.names = FALSE) #observation --> some values in $hospital are blankResolving issue
Check for NA values in ‘hospital’
sum(is.na(df$hospital)) # observation--> 0 NA values found## [1] 0Check for blank values (““) in ‘hospital’
blank_hospital <- sum(df$hospital == "") # observation--> 7069 records found with blank values, those blank hospitals tend to have 0 values for the rest of the columnsCalculate percentage of blank values
blank_percentage <- (blank_hospital / sum(df$daily)) * 100
cat(sprintf("Null values in 'hospital' column contribute %.4f%% of the overall blood donation\n", blank_percentage))## Null values in 'hospital' column contribute 0.0801% of the overall blood donationhandling blank values, assign as NA
df$hospital[df$hospital == ""] <- NA
#remove records with missing hospital values
df <- df %>% filter(!is.na(hospital))
# Check for remaining blank values
sum(df$hospital == "", na.rm = TRUE) # observation --> 0## [1] 0# Check for remaining NA values
sum(is.na(df$hospital)) #observation --> 0## [1] 0colnames(df)## [1] "date" "hospital"
## [3] "daily" "blood_a"
## [5] "blood_b" "blood_o"
## [7] "blood_ab" "location_centre"
## [9] "location_mobile" "type_wholeblood"
## [11] "type_apheresis_platelet" "type_apheresis_plasma"
## [13] "type_other" "social_civilian"
## [15] "social_student" "social_policearmy"
## [17] "donations_new" "donations_regular"
## [19] "donations_irregular"Re-saving the cleaned dataset
Saving and exporting the cleaned dataset
write.csv(df, "donations_facility_cleaned_normalized.csv", row.names = FALSE)Visualizations
There are 10 visualization which are: 1. Create box plot for each facility - To cross check which facility has the highest blood donation 2. Create the bubble chart - Distribution for each facility by average blood donation 3. Create line chart for month year by ALL hospital - Monthly trending by month year for ALL hospital 4. Create line chart for month year by CERTAIN hospital - Check trending for certain hospital from the list 5. Bar Chart: Total Blood donations per year - Yearly trending of blood donation 6.Bar Chart: Total donations by blood type - Total donation by blood type 7. Line Chart: Total donations by blood type per year - Yearly trending by blood type 8. Bar Chart: Total donations by donors type - Total donation by donor type 9. Bar Chart: Total donation by donor types per year - Yearly trending by donor type 10. To find out correlation between some variables - Check correlation within variables
Summarize the data by hospital
df_summarized <- df %>%
group_by(hospital) %>%
summarize(
avg_daily = mean(daily, na.rm = TRUE),
total_daily = sum(daily, na.rm = TRUE),
count = n()
)1. Create box plot for each facility
ggplot(df, aes(x = hospital, y = daily)) +
geom_boxplot() +
labs(title = "Daily Donations by Hospital", x = "Hospital", y = "Daily Donation") +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) # Rotate x-axis labels if there are many hospitals
2. Create the bubble chart
ggplot(df_summarized, aes(x = hospital, y = avg_daily, size = avg_daily, color = hospital)) +
geom_point(alpha = 0.6) + # Add transparency for better visualization
#geom_text(aes(label = avg_daily), nudge_x = 0.00001, color = "black") + # Add text on bubble
scale_size(name = "Average Daily", range = c(1, 10)) + # Control bubble size range
labs(
title = "Bubble Chart: Average Daily by Hospital",
x = "Hospital",
y = "Average Daily"
) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) # Adjust x-axis labels
3. Create line chart for month year by ALL hospital
# Add Month and Year columns
df$Month <- month(df$date, label = TRUE)
df$Year <- year(df$date)
# Example if want to apply filter data for the year range (2023 to 2024)
filtered_df <- df %>%
filter(Year >= 2023 & Year <= 2024)
#%>%filter(tolower(hospital) != "pusat darah negara") # If want to filter out Pusat Darah Negara
print(filtered_df)## date hospital daily blood_a blood_b blood_o
## 1 2023-01-01 Hospital Sultanah Nora Ismail 123 28 30 59
## 2 2023-01-01 Hospital Sultanah Aminah 223 63 51 97
## 3 2023-01-01 Hospital Sultanah Bahiyah 51 11 17 21
## 4 2023-01-01 Hospital Raja Perempuan Zainab Ii 83 27 21 30
## 5 2023-01-01 Hospital Melaka 182 46 33 85
## 6 2023-01-01 Hospital Tuanku Jaafar 0 0 0 0
## 7 2023-01-01 Hospital Tengku Ampuan Afzan 0 0 0 0
## 8 2023-01-01 Hospital Sultan Haji Ahmad Shah 60 16 14 28
## 9 2023-01-01 Hospital Seberang Jaya 129 34 37 50
## 10 2023-01-01 Hospital Pulau Pinang 250 66 68 109
## 11 2023-01-01 Hospital Raja Permaisuri Bainun 173 38 37 91
## 12 2023-01-01 Hospital Taiping 47 15 12 19
## 13 2023-01-01 Hospital Seri Manjung 0 0 0 0
## 14 2023-01-01 Hospital Tengku Ampuan Rahimah 138 44 38 52
## 15 2023-01-01 Hospital Sultanah Nur Zahirah 24 4 10 9
## 16 2023-01-01 Hospital Queen Elizabeth Ii 0 0 0 0
## 17 2023-01-01 Hospital Duchess Of Kent 0 0 0 0
## 18 2023-01-01 Hospital Tawau 0 0 0 0
## 19 2023-01-01 Hospital Umum Sarawak 129 27 38 58
## 20 2023-01-01 Hospital Miri 0 0 0 0
## 21 2023-01-01 Hospital Sibu 83 24 25 30
## 22 2023-01-01 Pusat Darah Negara 989 262 286 429
## 23 2023-01-02 Hospital Sultanah Nora Ismail 9 2 4 3
## 24 2023-01-02 Hospital Sultanah Aminah 165 41 34 82
## 25 2023-01-02 Hospital Sultanah Bahiyah 47 16 14 16
## 26 2023-01-02 Hospital Raja Perempuan Zainab Ii 58 17 18 19
## 27 2023-01-02 Hospital Melaka 89 19 28 38
## 28 2023-01-02 Hospital Tuanku Jaafar 0 0 0 0
## 29 2023-01-02 Hospital Tengku Ampuan Afzan 49 16 15 14
## 30 2023-01-02 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 31 2023-01-02 Hospital Seberang Jaya 44 15 8 19
## 32 2023-01-02 Hospital Pulau Pinang 0 0 0 0
## 33 2023-01-02 Hospital Raja Permaisuri Bainun 87 20 23 39
## 34 2023-01-02 Hospital Taiping 48 15 12 16
## 35 2023-01-02 Hospital Seri Manjung 0 0 0 0
## 36 2023-01-02 Hospital Tengku Ampuan Rahimah 173 40 48 73
## 37 2023-01-02 Hospital Sultanah Nur Zahirah 36 9 9 15
## 38 2023-01-02 Hospital Queen Elizabeth Ii 35 8 6 20
## 39 2023-01-02 Hospital Duchess Of Kent 0 0 0 0
## 40 2023-01-02 Hospital Tawau 11 5 1 4
## 41 2023-01-02 Hospital Umum Sarawak 0 0 0 0
## 42 2023-01-02 Hospital Miri 85 21 36 26
## 43 2023-01-02 Hospital Sibu 0 0 0 0
## 44 2023-01-02 Pusat Darah Negara 653 168 179 293
## 45 2023-01-03 Hospital Sultanah Nora Ismail 3 0 2 1
## 46 2023-01-03 Hospital Sultanah Aminah 85 18 36 31
## 47 2023-01-03 Hospital Sultanah Bahiyah 87 23 18 40
## 48 2023-01-03 Hospital Raja Perempuan Zainab Ii 34 11 9 11
## 49 2023-01-03 Hospital Melaka 11 1 3 7
## 50 2023-01-03 Hospital Tuanku Jaafar 36 8 12 15
## 51 2023-01-03 Hospital Tengku Ampuan Afzan 13 2 1 8
## 52 2023-01-03 Hospital Sultan Haji Ahmad Shah 13 4 5 2
## 53 2023-01-03 Hospital Seberang Jaya 22 6 11 3
## 54 2023-01-03 Hospital Pulau Pinang 64 16 21 25
## 55 2023-01-03 Hospital Raja Permaisuri Bainun 47 11 14 22
## 56 2023-01-03 Hospital Taiping 11 2 5 4
## 57 2023-01-03 Hospital Seri Manjung 1 1 0 0
## 58 2023-01-03 Hospital Tengku Ampuan Rahimah 46 8 11 24
## 59 2023-01-03 Hospital Sultanah Nur Zahirah 42 13 8 17
## 60 2023-01-03 Hospital Queen Elizabeth Ii 26 8 5 13
## 61 2023-01-03 Hospital Duchess Of Kent 19 7 4 7
## 62 2023-01-03 Hospital Tawau 6 0 1 4
## 63 2023-01-03 Hospital Umum Sarawak 35 11 9 10
## 64 2023-01-03 Hospital Miri 12 2 2 5
## 65 2023-01-03 Hospital Sibu 6 2 1 2
## 66 2023-01-03 Pusat Darah Negara 237 61 63 102
## 67 2023-01-04 Hospital Sultanah Nora Ismail 3 1 1 1
## 68 2023-01-04 Hospital Sultanah Aminah 119 27 34 50
## 69 2023-01-04 Hospital Sultanah Bahiyah 55 13 17 20
## 70 2023-01-04 Hospital Raja Perempuan Zainab Ii 46 8 18 15
## 71 2023-01-04 Hospital Melaka 52 14 13 21
## 72 2023-01-04 Hospital Tuanku Jaafar 62 17 21 22
## 73 2023-01-04 Hospital Tengku Ampuan Afzan 169 53 41 68
## 74 2023-01-04 Hospital Sultan Haji Ahmad Shah 46 11 12 22
## 75 2023-01-04 Hospital Seberang Jaya 16 3 6 7
## 76 2023-01-04 Hospital Pulau Pinang 155 32 39 70
## 77 2023-01-04 Hospital Raja Permaisuri Bainun 57 13 15 28
## 78 2023-01-04 Hospital Taiping 20 5 8 6
## 79 2023-01-04 Hospital Seri Manjung 6 2 1 1
## 80 2023-01-04 Hospital Tengku Ampuan Rahimah 21 3 9 8
## 81 2023-01-04 Hospital Sultanah Nur Zahirah 49 11 11 25
## 82 2023-01-04 Hospital Queen Elizabeth Ii 58 14 11 32
## 83 2023-01-04 Hospital Duchess Of Kent 8 4 1 1
## 84 2023-01-04 Hospital Tawau 1 0 1 0
## 85 2023-01-04 Hospital Umum Sarawak 30 9 12 8
## 86 2023-01-04 Hospital Miri 11 3 3 3
## 87 2023-01-04 Hospital Sibu 5 1 0 4
## 88 2023-01-04 Pusat Darah Negara 505 137 145 214
## 89 2023-01-05 Hospital Sultanah Nora Ismail 3 1 0 2
## 90 2023-01-05 Hospital Sultanah Aminah 57 19 15 18
## 91 2023-01-05 Hospital Sultanah Bahiyah 32 3 8 14
## 92 2023-01-05 Hospital Raja Perempuan Zainab Ii 66 11 14 34
## 93 2023-01-05 Hospital Melaka 70 16 18 33
## 94 2023-01-05 Hospital Tuanku Jaafar 78 26 22 28
## 95 2023-01-05 Hospital Tengku Ampuan Afzan 51 13 10 23
## 96 2023-01-05 Hospital Sultan Haji Ahmad Shah 5 0 2 3
## 97 2023-01-05 Hospital Seberang Jaya 50 14 16 15
## 98 2023-01-05 Hospital Pulau Pinang 35 9 8 16
## 99 2023-01-05 Hospital Raja Permaisuri Bainun 92 26 28 34
## 100 2023-01-05 Hospital Taiping 20 6 7 5
## 101 2023-01-05 Hospital Seri Manjung 25 5 4 15
## 102 2023-01-05 Hospital Tengku Ampuan Rahimah 58 13 11 26
## 103 2023-01-05 Hospital Sultanah Nur Zahirah 53 11 17 23
## 104 2023-01-05 Hospital Queen Elizabeth Ii 97 15 20 56
## 105 2023-01-05 Hospital Duchess Of Kent 13 4 3 6
## 106 2023-01-05 Hospital Tawau 24 8 2 11
## 107 2023-01-05 Hospital Umum Sarawak 31 11 10 8
## 108 2023-01-05 Hospital Miri 13 5 2 5
## 109 2023-01-05 Hospital Sibu 6 2 1 3
## 110 2023-01-05 Pusat Darah Negara 535 150 158 217
## 111 2023-01-06 Hospital Sultanah Nora Ismail 0 0 0 0
## 112 2023-01-06 Hospital Sultanah Aminah 23 9 6 7
## 113 2023-01-06 Hospital Sultanah Bahiyah 149 36 41 59
## 114 2023-01-06 Hospital Raja Perempuan Zainab Ii 51 15 9 19
## 115 2023-01-06 Hospital Melaka 14 4 4 4
## 116 2023-01-06 Hospital Tuanku Jaafar 32 5 9 15
## 117 2023-01-06 Hospital Tengku Ampuan Afzan 12 5 1 5
## 118 2023-01-06 Hospital Sultan Haji Ahmad Shah 14 5 5 4
## 119 2023-01-06 Hospital Seberang Jaya 13 4 2 6
## 120 2023-01-06 Hospital Pulau Pinang 30 6 10 13
## 121 2023-01-06 Hospital Raja Permaisuri Bainun 45 7 10 22
## 122 2023-01-06 Hospital Taiping 7 2 3 2
## 123 2023-01-06 Hospital Seri Manjung 1 0 0 1
## 124 2023-01-06 Hospital Tengku Ampuan Rahimah 53 15 16 19
## 125 2023-01-06 Hospital Sultanah Nur Zahirah 20 7 5 8
## 126 2023-01-06 Hospital Queen Elizabeth Ii 106 17 26 60
## 127 2023-01-06 Hospital Duchess Of Kent 5 2 1 2
## 128 2023-01-06 Hospital Tawau 45 12 12 17
## 129 2023-01-06 Hospital Umum Sarawak 28 4 7 17
## 130 2023-01-06 Hospital Miri 9 1 3 4
## 131 2023-01-06 Hospital Sibu 9 0 6 2
## 132 2023-01-06 Pusat Darah Negara 513 121 151 237
## 133 2023-01-07 Hospital Sultanah Nora Ismail 0 0 0 0
## 134 2023-01-07 Hospital Sultanah Aminah 118 23 23 60
## 135 2023-01-07 Hospital Sultanah Bahiyah 54 14 13 22
## 136 2023-01-07 Hospital Raja Perempuan Zainab Ii 25 7 7 11
## 137 2023-01-07 Hospital Melaka 47 4 19 23
## 138 2023-01-07 Hospital Tuanku Jaafar 0 0 0 0
## 139 2023-01-07 Hospital Tengku Ampuan Afzan 56 21 8 22
## 140 2023-01-07 Hospital Sultan Haji Ahmad Shah 12 4 3 5
## 141 2023-01-07 Hospital Seberang Jaya 103 23 31 42
## 142 2023-01-07 Hospital Pulau Pinang 76 12 27 33
## 143 2023-01-07 Hospital Raja Permaisuri Bainun 65 15 22 27
## 144 2023-01-07 Hospital Taiping 92 19 20 47
## 145 2023-01-07 Hospital Seri Manjung 0 0 0 0
## 146 2023-01-07 Hospital Tengku Ampuan Rahimah 63 14 20 22
## 147 2023-01-07 Hospital Sultanah Nur Zahirah 59 13 20 21
## 148 2023-01-07 Hospital Queen Elizabeth Ii 58 11 12 35
## 149 2023-01-07 Hospital Duchess Of Kent 16 5 5 6
## 150 2023-01-07 Hospital Tawau 33 10 6 15
## 151 2023-01-07 Hospital Umum Sarawak 50 14 14 17
## 152 2023-01-07 Hospital Miri 62 12 15 29
## 153 2023-01-07 Hospital Sibu 62 23 14 21
## 154 2023-01-07 Pusat Darah Negara 773 208 185 364
## 155 2023-01-08 Hospital Sultanah Nora Ismail 52 6 19 24
## 156 2023-01-08 Hospital Sultanah Aminah 194 33 59 93
## 157 2023-01-08 Hospital Sultanah Bahiyah 79 20 21 34
## 158 2023-01-08 Hospital Raja Perempuan Zainab Ii 33 9 11 11
## 159 2023-01-08 Hospital Melaka 111 29 28 52
## 160 2023-01-08 Hospital Tuanku Jaafar 64 22 19 21
## 161 2023-01-08 Hospital Tengku Ampuan Afzan 85 17 32 33
## 162 2023-01-08 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 163 2023-01-08 Hospital Seberang Jaya 80 26 22 30
## 164 2023-01-08 Hospital Pulau Pinang 30 12 5 10
## 165 2023-01-08 Hospital Raja Permaisuri Bainun 145 35 38 65
## 166 2023-01-08 Hospital Taiping 120 26 27 59
## 167 2023-01-08 Hospital Seri Manjung 58 14 18 22
## 168 2023-01-08 Hospital Tengku Ampuan Rahimah 121 28 30 55
## 169 2023-01-08 Hospital Sultanah Nur Zahirah 48 12 15 17
## 170 2023-01-08 Hospital Queen Elizabeth Ii 84 11 14 55
## 171 2023-01-08 Hospital Duchess Of Kent 31 9 7 14
## 172 2023-01-08 Hospital Tawau 27 6 7 14
## 173 2023-01-08 Hospital Umum Sarawak 121 28 35 51
## 174 2023-01-08 Hospital Miri 143 31 44 59
## 175 2023-01-08 Hospital Sibu 127 33 32 53
## 176 2023-01-08 Pusat Darah Negara 1044 284 301 432
## 177 2023-01-09 Hospital Sultanah Nora Ismail 8 4 2 1
## 178 2023-01-09 Hospital Sultanah Aminah 106 25 26 43
## 179 2023-01-09 Hospital Sultanah Bahiyah 45 10 10 20
## 180 2023-01-09 Hospital Raja Perempuan Zainab Ii 29 11 9 7
## 181 2023-01-09 Hospital Melaka 13 3 5 4
## 182 2023-01-09 Hospital Tuanku Jaafar 31 6 9 14
## 183 2023-01-09 Hospital Tengku Ampuan Afzan 9 4 1 3
## 184 2023-01-09 Hospital Sultan Haji Ahmad Shah 12 2 6 4
## 185 2023-01-09 Hospital Seberang Jaya 20 5 3 9
## 186 2023-01-09 Hospital Pulau Pinang 61 22 14 22
## 187 2023-01-09 Hospital Raja Permaisuri Bainun 34 6 11 14
## 188 2023-01-09 Hospital Taiping 13 3 4 6
## 189 2023-01-09 Hospital Seri Manjung 5 0 3 2
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## 192 2023-01-09 Hospital Queen Elizabeth Ii 60 14 14 30
## 193 2023-01-09 Hospital Duchess Of Kent 8 2 1 5
## 194 2023-01-09 Hospital Tawau 8 1 5 1
## 195 2023-01-09 Hospital Umum Sarawak 38 6 14 18
## 196 2023-01-09 Hospital Miri 7 1 2 4
## 197 2023-01-09 Hospital Sibu 8 0 2 4
## 198 2023-01-09 Pusat Darah Negara 230 50 68 104
## 199 2023-01-10 Hospital Sultanah Nora Ismail 6 1 3 2
## 200 2023-01-10 Hospital Sultanah Aminah 72 21 20 24
## 201 2023-01-10 Hospital Sultanah Bahiyah 57 11 18 20
## 202 2023-01-10 Hospital Raja Perempuan Zainab Ii 56 15 16 23
## 203 2023-01-10 Hospital Melaka 68 10 20 36
## 204 2023-01-10 Hospital Tuanku Jaafar 25 4 5 13
## 205 2023-01-10 Hospital Tengku Ampuan Afzan 11 6 2 3
## 206 2023-01-10 Hospital Sultan Haji Ahmad Shah 51 18 10 21
## 207 2023-01-10 Hospital Seberang Jaya 12 2 2 7
## 208 2023-01-10 Hospital Pulau Pinang 127 40 26 50
## 209 2023-01-10 Hospital Raja Permaisuri Bainun 67 15 19 29
## 210 2023-01-10 Hospital Taiping 32 8 6 12
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## 213 2023-01-10 Hospital Sultanah Nur Zahirah 11 0 0 9
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## 215 2023-01-10 Hospital Duchess Of Kent 14 1 3 9
## 216 2023-01-10 Hospital Tawau 2 0 0 2
## 217 2023-01-10 Hospital Umum Sarawak 24 8 8 6
## 218 2023-01-10 Hospital Miri 15 1 4 8
## 219 2023-01-10 Hospital Sibu 5 0 1 4
## 220 2023-01-10 Pusat Darah Negara 583 157 174 242
## 221 2023-01-11 Hospital Sultanah Nora Ismail 5 1 1 3
## 222 2023-01-11 Hospital Sultanah Aminah 104 23 29 44
## 223 2023-01-11 Hospital Sultanah Bahiyah 108 30 35 35
## 224 2023-01-11 Hospital Raja Perempuan Zainab Ii 26 5 9 12
## 225 2023-01-11 Hospital Melaka 172 51 45 61
## 226 2023-01-11 Hospital Tuanku Jaafar 63 15 15 30
## 227 2023-01-11 Hospital Tengku Ampuan Afzan 52 11 16 22
## 228 2023-01-11 Hospital Sultan Haji Ahmad Shah 37 14 7 14
## 229 2023-01-11 Hospital Seberang Jaya 39 9 9 18
## 230 2023-01-11 Hospital Pulau Pinang 162 43 51 61
## 231 2023-01-11 Hospital Raja Permaisuri Bainun 33 10 5 13
## 232 2023-01-11 Hospital Taiping 16 6 2 6
## 233 2023-01-11 Hospital Seri Manjung 27 8 7 11
## 234 2023-01-11 Hospital Tengku Ampuan Rahimah 48 11 11 24
## 235 2023-01-11 Hospital Sultanah Nur Zahirah 105 26 35 35
## 236 2023-01-11 Hospital Queen Elizabeth Ii 46 6 10 28
## 237 2023-01-11 Hospital Duchess Of Kent 20 4 5 10
## 238 2023-01-11 Hospital Tawau 26 9 6 11
## 239 2023-01-11 Hospital Umum Sarawak 22 7 7 6
## 240 2023-01-11 Hospital Miri 8 2 0 5
## 241 2023-01-11 Hospital Sibu 11 2 1 8
## 242 2023-01-11 Pusat Darah Negara 544 142 151 237
## 243 2023-01-12 Hospital Sultanah Nora Ismail 3 1 0 2
## 244 2023-01-12 Hospital Sultanah Aminah 56 13 16 26
## 245 2023-01-12 Hospital Sultanah Bahiyah 112 26 33 46
## 246 2023-01-12 Hospital Raja Perempuan Zainab Ii 34 12 8 14
## 247 2023-01-12 Hospital Melaka 7 0 1 6
## 248 2023-01-12 Hospital Tuanku Jaafar 120 37 37 42
## 249 2023-01-12 Hospital Tengku Ampuan Afzan 59 10 15 31
## 250 2023-01-12 Hospital Sultan Haji Ahmad Shah 2 0 1 1
## 251 2023-01-12 Hospital Seberang Jaya 42 11 16 13
## 252 2023-01-12 Hospital Pulau Pinang 211 53 53 86
## 253 2023-01-12 Hospital Raja Permaisuri Bainun 38 8 12 16
## 254 2023-01-12 Hospital Taiping 14 5 3 5
## 255 2023-01-12 Hospital Seri Manjung 6 3 1 2
## 256 2023-01-12 Hospital Tengku Ampuan Rahimah 124 29 40 46
## 257 2023-01-12 Hospital Sultanah Nur Zahirah 84 24 22 31
## 258 2023-01-12 Hospital Queen Elizabeth Ii 65 13 15 34
## 259 2023-01-12 Hospital Duchess Of Kent 9 4 2 2
## 260 2023-01-12 Hospital Tawau 42 11 13 16
## 261 2023-01-12 Hospital Umum Sarawak 58 11 22 23
## 262 2023-01-12 Hospital Miri 5 2 1 2
## 263 2023-01-12 Hospital Sibu 9 2 1 6
## 264 2023-01-12 Pusat Darah Negara 347 90 87 153
## 265 2023-01-13 Hospital Sultanah Nora Ismail 0 0 0 0
## 266 2023-01-13 Hospital Sultanah Aminah 27 5 9 13
## 267 2023-01-13 Hospital Sultanah Bahiyah 94 26 30 33
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## 275 2023-01-13 Hospital Raja Permaisuri Bainun 82 29 20 27
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## 281 2023-01-13 Hospital Duchess Of Kent 29 9 6 13
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## 283 2023-01-13 Hospital Umum Sarawak 40 10 13 16
## 284 2023-01-13 Hospital Miri 5 1 2 2
## 285 2023-01-13 Hospital Sibu 5 2 1 2
## 286 2023-01-13 Pusat Darah Negara 440 116 130 170
## 287 2023-01-14 Hospital Sultanah Nora Ismail 21 4 7 9
## 288 2023-01-14 Hospital Sultanah Aminah 106 22 34 46
## 289 2023-01-14 Hospital Sultanah Bahiyah 67 20 12 33
## 290 2023-01-14 Hospital Raja Perempuan Zainab Ii 31 7 11 11
## 291 2023-01-14 Hospital Melaka 142 31 39 61
## 292 2023-01-14 Hospital Tuanku Jaafar 58 18 15 20
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## 297 2023-01-14 Hospital Raja Permaisuri Bainun 92 19 27 44
## 298 2023-01-14 Hospital Taiping 118 39 24 49
## 299 2023-01-14 Hospital Seri Manjung 55 18 12 23
## 300 2023-01-14 Hospital Tengku Ampuan Rahimah 131 35 33 52
## 301 2023-01-14 Hospital Sultanah Nur Zahirah 70 17 18 28
## 302 2023-01-14 Hospital Queen Elizabeth Ii 74 20 15 31
## 303 2023-01-14 Hospital Duchess Of Kent 38 6 12 19
## 304 2023-01-14 Hospital Tawau 24 6 5 12
## 305 2023-01-14 Hospital Umum Sarawak 107 18 40 44
## 306 2023-01-14 Hospital Miri 14 5 2 5
## 307 2023-01-14 Hospital Sibu 20 4 5 6
## 308 2023-01-14 Pusat Darah Negara 740 175 193 326
## 309 2023-01-15 Hospital Sultanah Nora Ismail 45 21 7 15
## 310 2023-01-15 Hospital Sultanah Aminah 231 58 59 108
## 311 2023-01-15 Hospital Sultanah Bahiyah 90 29 19 37
## 312 2023-01-15 Hospital Raja Perempuan Zainab Ii 36 13 10 10
## 313 2023-01-15 Hospital Melaka 104 30 27 37
## 314 2023-01-15 Hospital Tuanku Jaafar 0 0 0 0
## 315 2023-01-15 Hospital Tengku Ampuan Afzan 113 25 21 60
## 316 2023-01-15 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 317 2023-01-15 Hospital Seberang Jaya 90 25 21 37
## 318 2023-01-15 Hospital Pulau Pinang 92 26 23 35
## 319 2023-01-15 Hospital Raja Permaisuri Bainun 144 35 39 58
## 320 2023-01-15 Hospital Taiping 23 5 5 11
## 321 2023-01-15 Hospital Seri Manjung 71 14 15 35
## 322 2023-01-15 Hospital Tengku Ampuan Rahimah 221 63 50 93
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## 324 2023-01-15 Hospital Queen Elizabeth Ii 107 23 27 54
## 325 2023-01-15 Hospital Duchess Of Kent 40 14 10 15
## 326 2023-01-15 Hospital Tawau 11 3 5 3
## 327 2023-01-15 Hospital Umum Sarawak 120 34 27 50
## 328 2023-01-15 Hospital Miri 60 19 21 17
## 329 2023-01-15 Hospital Sibu 68 15 19 31
## 330 2023-01-15 Pusat Darah Negara 850 219 225 355
## 331 2023-01-16 Hospital Sultanah Nora Ismail 2 0 1 1
## 332 2023-01-16 Hospital Sultanah Aminah 119 28 40 45
## 333 2023-01-16 Hospital Sultanah Bahiyah 87 19 24 40
## 334 2023-01-16 Hospital Raja Perempuan Zainab Ii 69 25 19 24
## 335 2023-01-16 Hospital Melaka 18 6 4 8
## 336 2023-01-16 Hospital Tuanku Jaafar 21 3 10 7
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## 339 2023-01-16 Hospital Seberang Jaya 17 7 5 5
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## 353 2023-01-17 Hospital Sultanah Nora Ismail 58 14 14 29
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## 355 2023-01-17 Hospital Sultanah Bahiyah 86 21 16 39
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## 368 2023-01-17 Hospital Queen Elizabeth Ii 41 7 13 20
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## 374 2023-01-17 Pusat Darah Negara 702 178 207 273
## 375 2023-01-18 Hospital Sultanah Nora Ismail 4 1 0 3
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## 377 2023-01-18 Hospital Sultanah Bahiyah 60 14 16 28
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## 385 2023-01-18 Hospital Raja Permaisuri Bainun 44 13 13 17
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## 390 2023-01-18 Hospital Queen Elizabeth Ii 72 11 24 34
## 391 2023-01-18 Hospital Duchess Of Kent 25 2 6 16
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## 393 2023-01-18 Hospital Umum Sarawak 93 29 26 35
## 394 2023-01-18 Hospital Miri 37 12 8 16
## 395 2023-01-18 Hospital Sibu 12 5 4 3
## 396 2023-01-18 Pusat Darah Negara 561 118 159 242
## 397 2023-01-19 Hospital Sultanah Nora Ismail 41 10 14 15
## 398 2023-01-19 Hospital Sultanah Aminah 88 20 32 30
## 399 2023-01-19 Hospital Sultanah Bahiyah 80 20 22 31
## 400 2023-01-19 Hospital Raja Perempuan Zainab Ii 117 27 36 47
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## 406 2023-01-19 Hospital Pulau Pinang 142 35 46 50
## 407 2023-01-19 Hospital Raja Permaisuri Bainun 40 12 10 14
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## 409 2023-01-19 Hospital Seri Manjung 30 6 12 11
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## 415 2023-01-19 Hospital Umum Sarawak 52 15 13 22
## 416 2023-01-19 Hospital Miri 12 1 3 6
## 417 2023-01-19 Hospital Sibu 32 5 9 15
## 418 2023-01-19 Pusat Darah Negara 535 148 141 214
## 419 2023-01-20 Hospital Sultanah Nora Ismail 0 0 0 0
## 420 2023-01-20 Hospital Sultanah Aminah 87 21 20 38
## 421 2023-01-20 Hospital Sultanah Bahiyah 69 16 24 25
## 422 2023-01-20 Hospital Raja Perempuan Zainab Ii 0 0 0 0
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## 818 2023-02-07 Hospital Raja Perempuan Zainab Ii 33 5 11 12
## 819 2023-02-07 Hospital Melaka 68 19 14 30
## 820 2023-02-07 Hospital Tuanku Jaafar 29 4 13 12
## 821 2023-02-07 Hospital Tengku Ampuan Afzan 49 11 19 16
## 822 2023-02-07 Hospital Sultan Haji Ahmad Shah 37 10 10 16
## 823 2023-02-07 Hospital Seberang Jaya 20 5 6 8
## 824 2023-02-07 Hospital Pulau Pinang 62 13 18 28
## 825 2023-02-07 Hospital Raja Permaisuri Bainun 34 15 8 9
## 826 2023-02-07 Hospital Taiping 23 7 3 8
## 827 2023-02-07 Hospital Seri Manjung 3 0 0 3
## 828 2023-02-07 Hospital Tengku Ampuan Rahimah 36 10 10 13
## 829 2023-02-07 Hospital Sultanah Nur Zahirah 50 13 9 24
## 830 2023-02-07 Hospital Queen Elizabeth Ii 51 13 6 30
## 831 2023-02-07 Hospital Duchess Of Kent 19 5 4 9
## 832 2023-02-07 Hospital Tawau 10 3 3 4
## 833 2023-02-07 Hospital Umum Sarawak 41 10 12 18
## 834 2023-02-07 Hospital Miri 8 0 0 8
## 835 2023-02-07 Hospital Sibu 15 4 7 3
## 836 2023-02-07 Pusat Darah Negara 347 79 88 162
## 837 2023-02-08 Hospital Sultanah Nora Ismail 9 3 2 3
## 838 2023-02-08 Hospital Sultanah Aminah 55 12 11 30
## 839 2023-02-08 Hospital Sultanah Bahiyah 55 8 17 27
## 840 2023-02-08 Hospital Raja Perempuan Zainab Ii 32 11 9 11
## 841 2023-02-08 Hospital Melaka 24 4 8 12
## 842 2023-02-08 Hospital Tuanku Jaafar 76 18 19 28
## 843 2023-02-08 Hospital Tengku Ampuan Afzan 36 7 13 13
## 844 2023-02-08 Hospital Sultan Haji Ahmad Shah 18 7 4 7
## 845 2023-02-08 Hospital Seberang Jaya 127 32 38 50
## 846 2023-02-08 Hospital Pulau Pinang 70 21 17 28
## 847 2023-02-08 Hospital Raja Permaisuri Bainun 58 11 16 27
## 848 2023-02-08 Hospital Taiping 34 7 10 13
## 849 2023-02-08 Hospital Seri Manjung 3 1 0 2
## 850 2023-02-08 Hospital Tengku Ampuan Rahimah 28 4 10 14
## 851 2023-02-08 Hospital Sultanah Nur Zahirah 8 2 1 3
## 852 2023-02-08 Hospital Queen Elizabeth Ii 35 6 11 17
## 853 2023-02-08 Hospital Duchess Of Kent 16 3 2 10
## 854 2023-02-08 Hospital Tawau 8 0 1 6
## 855 2023-02-08 Hospital Umum Sarawak 56 12 17 23
## 856 2023-02-08 Hospital Miri 17 3 7 7
## 857 2023-02-08 Hospital Sibu 9 4 2 3
## 858 2023-02-08 Pusat Darah Negara 558 128 161 238
## 859 2023-02-09 Hospital Sultanah Nora Ismail 5 0 1 3
## 860 2023-02-09 Hospital Sultanah Aminah 78 18 18 38
## 861 2023-02-09 Hospital Sultanah Bahiyah 46 11 16 17
## 862 2023-02-09 Hospital Raja Perempuan Zainab Ii 200 53 59 70
## 863 2023-02-09 Hospital Melaka 13 4 3 5
## 864 2023-02-09 Hospital Tuanku Jaafar 88 19 26 38
## 865 2023-02-09 Hospital Tengku Ampuan Afzan 13 3 1 9
## 866 2023-02-09 Hospital Sultan Haji Ahmad Shah 8 4 2 2
## 867 2023-02-09 Hospital Seberang Jaya 76 17 25 28
## 868 2023-02-09 Hospital Pulau Pinang 52 18 16 16
## 869 2023-02-09 Hospital Raja Permaisuri Bainun 80 19 22 34
## 870 2023-02-09 Hospital Taiping 58 14 20 21
## 871 2023-02-09 Hospital Seri Manjung 26 2 9 12
## 872 2023-02-09 Hospital Tengku Ampuan Rahimah 102 29 30 39
## 873 2023-02-09 Hospital Sultanah Nur Zahirah 11 4 0 6
## 874 2023-02-09 Hospital Queen Elizabeth Ii 91 17 20 49
## 875 2023-02-09 Hospital Duchess Of Kent 12 0 6 4
## 876 2023-02-09 Hospital Tawau 44 13 6 22
## 877 2023-02-09 Hospital Umum Sarawak 54 16 18 14
## 878 2023-02-09 Hospital Miri 9 4 1 4
## 879 2023-02-09 Hospital Sibu 9 4 3 1
## 880 2023-02-09 Pusat Darah Negara 504 111 145 223
## 881 2023-02-10 Hospital Sultanah Nora Ismail 0 0 0 0
## 882 2023-02-10 Hospital Sultanah Aminah 19 7 2 10
## 883 2023-02-10 Hospital Sultanah Bahiyah 82 20 17 39
## 884 2023-02-10 Hospital Raja Perempuan Zainab Ii 53 17 16 19
## 885 2023-02-10 Hospital Melaka 203 39 62 94
## 886 2023-02-10 Hospital Tuanku Jaafar 25 7 9 8
## 887 2023-02-10 Hospital Tengku Ampuan Afzan 6 3 1 1
## 888 2023-02-10 Hospital Sultan Haji Ahmad Shah 82 19 25 34
## 889 2023-02-10 Hospital Seberang Jaya 13 3 3 6
## 890 2023-02-10 Hospital Pulau Pinang 29 6 10 12
## 891 2023-02-10 Hospital Raja Permaisuri Bainun 27 5 8 12
## 892 2023-02-10 Hospital Taiping 13 6 3 3
## 893 2023-02-10 Hospital Seri Manjung 1 0 0 0
## 894 2023-02-10 Hospital Tengku Ampuan Rahimah 34 11 9 12
## 895 2023-02-10 Hospital Sultanah Nur Zahirah 0 0 0 0
## 896 2023-02-10 Hospital Queen Elizabeth Ii 26 8 5 12
## 897 2023-02-10 Hospital Duchess Of Kent 4 0 2 2
## 898 2023-02-10 Hospital Tawau 8 2 1 5
## 899 2023-02-10 Hospital Umum Sarawak 24 3 7 13
## 900 2023-02-10 Hospital Miri 9 3 3 2
## 901 2023-02-10 Hospital Sibu 8 2 1 2
## 902 2023-02-10 Pusat Darah Negara 299 81 83 112
## 903 2023-02-11 Hospital Sultanah Nora Ismail 32 6 10 13
## 904 2023-02-11 Hospital Sultanah Aminah 105 39 21 42
## 905 2023-02-11 Hospital Sultanah Bahiyah 44 12 11 18
## 906 2023-02-11 Hospital Raja Perempuan Zainab Ii 18 5 2 10
## 907 2023-02-11 Hospital Melaka 99 39 24 31
## 908 2023-02-11 Hospital Tuanku Jaafar 42 10 1 29
## 909 2023-02-11 Hospital Tengku Ampuan Afzan 75 33 17 22
## 910 2023-02-11 Hospital Sultan Haji Ahmad Shah 33 13 5 15
## 911 2023-02-11 Hospital Seberang Jaya 71 17 19 31
## 912 2023-02-11 Hospital Pulau Pinang 63 19 18 24
## 913 2023-02-11 Hospital Raja Permaisuri Bainun 82 27 11 40
## 914 2023-02-11 Hospital Taiping 32 5 8 16
## 915 2023-02-11 Hospital Seri Manjung 11 5 3 3
## 916 2023-02-11 Hospital Tengku Ampuan Rahimah 111 33 19 49
## 917 2023-02-11 Hospital Sultanah Nur Zahirah 45 9 17 14
## 918 2023-02-11 Hospital Queen Elizabeth Ii 66 15 14 34
## 919 2023-02-11 Hospital Duchess Of Kent 16 4 5 6
## 920 2023-02-11 Hospital Tawau 70 20 15 34
## 921 2023-02-11 Hospital Umum Sarawak 143 32 36 65
## 922 2023-02-11 Hospital Miri 111 19 31 50
## 923 2023-02-11 Hospital Sibu 20 7 6 5
## 924 2023-02-11 Pusat Darah Negara 1018 261 260 442
## 925 2023-02-12 Hospital Sultanah Nora Ismail 93 22 23 41
## 926 2023-02-12 Hospital Sultanah Aminah 217 48 53 103
## 927 2023-02-12 Hospital Sultanah Bahiyah 47 16 13 17
## 928 2023-02-12 Hospital Raja Perempuan Zainab Ii 36 6 8 18
## 929 2023-02-12 Hospital Melaka 143 41 39 52
## 930 2023-02-12 Hospital Tuanku Jaafar 0 0 0 0
## 931 2023-02-12 Hospital Tengku Ampuan Afzan 132 40 35 49
## 932 2023-02-12 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 933 2023-02-12 Hospital Seberang Jaya 116 32 29 47
## 934 2023-02-12 Hospital Pulau Pinang 154 33 44 70
## 935 2023-02-12 Hospital Raja Permaisuri Bainun 144 41 33 61
## 936 2023-02-12 Hospital Taiping 34 9 8 15
## 937 2023-02-12 Hospital Seri Manjung 20 3 7 8
## 938 2023-02-12 Hospital Tengku Ampuan Rahimah 151 33 44 66
## 939 2023-02-12 Hospital Sultanah Nur Zahirah 31 4 9 14
## 940 2023-02-12 Hospital Queen Elizabeth Ii 52 13 9 28
## 941 2023-02-12 Hospital Duchess Of Kent 95 27 25 39
## 942 2023-02-12 Hospital Tawau 30 3 7 16
## 943 2023-02-12 Hospital Umum Sarawak 135 42 36 49
## 944 2023-02-12 Hospital Miri 125 32 35 50
## 945 2023-02-12 Hospital Sibu 108 27 22 55
## 946 2023-02-12 Pusat Darah Negara 887 223 226 393
## 947 2023-02-13 Hospital Sultanah Nora Ismail 4 0 0 4
## 948 2023-02-13 Hospital Sultanah Aminah 104 28 31 41
## 949 2023-02-13 Hospital Sultanah Bahiyah 68 18 15 30
## 950 2023-02-13 Hospital Raja Perempuan Zainab Ii 52 14 14 21
## 951 2023-02-13 Hospital Melaka 12 4 1 7
## 952 2023-02-13 Hospital Tuanku Jaafar 29 3 10 16
## 953 2023-02-13 Hospital Tengku Ampuan Afzan 8 2 2 4
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## 956 2023-02-13 Hospital Pulau Pinang 51 13 13 22
## 957 2023-02-13 Hospital Raja Permaisuri Bainun 35 8 7 17
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## 959 2023-02-13 Hospital Seri Manjung 7 3 1 3
## 960 2023-02-13 Hospital Tengku Ampuan Rahimah 9 0 2 7
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## 963 2023-02-13 Hospital Duchess Of Kent 7 0 0 7
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## 965 2023-02-13 Hospital Umum Sarawak 29 8 7 11
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## 968 2023-02-13 Pusat Darah Negara 173 40 51 77
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## 970 2023-02-14 Hospital Sultanah Aminah 111 36 30 41
## 971 2023-02-14 Hospital Sultanah Bahiyah 82 15 28 34
## 972 2023-02-14 Hospital Raja Perempuan Zainab Ii 53 10 11 27
## 973 2023-02-14 Hospital Melaka 48 13 13 22
## 974 2023-02-14 Hospital Tuanku Jaafar 21 7 3 8
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## 979 2023-02-14 Hospital Raja Permaisuri Bainun 147 41 39 55
## 980 2023-02-14 Hospital Taiping 26 5 4 15
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## 982 2023-02-14 Hospital Tengku Ampuan Rahimah 67 17 17 29
## 983 2023-02-14 Hospital Sultanah Nur Zahirah 41 6 15 18
## 984 2023-02-14 Hospital Queen Elizabeth Ii 29 5 9 13
## 985 2023-02-14 Hospital Duchess Of Kent 18 7 5 5
## 986 2023-02-14 Hospital Tawau 7 3 2 2
## 987 2023-02-14 Hospital Umum Sarawak 100 19 34 37
## 988 2023-02-14 Hospital Miri 11 4 3 3
## 989 2023-02-14 Hospital Sibu 10 3 1 4
## 990 2023-02-14 Pusat Darah Negara 375 82 118 160
## 991 2023-02-15 Hospital Sultanah Nora Ismail 7 1 3 3
## 992 2023-02-15 Hospital Sultanah Aminah 93 17 35 35
## 993 2023-02-15 Hospital Sultanah Bahiyah 59 15 17 25
## 994 2023-02-15 Hospital Raja Perempuan Zainab Ii 58 20 13 23
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## 996 2023-02-15 Hospital Tuanku Jaafar 87 21 20 36
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## 1000 2023-02-15 Hospital Pulau Pinang 72 19 13 35
## 1001 2023-02-15 Hospital Raja Permaisuri Bainun 171 39 44 69
## 1002 2023-02-15 Hospital Taiping 34 10 9 14
## 1003 2023-02-15 Hospital Seri Manjung 77 20 24 29
## 1004 2023-02-15 Hospital Tengku Ampuan Rahimah 41 9 10 18
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## 1007 2023-02-15 Hospital Duchess Of Kent 8 1 1 5
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## 1009 2023-02-15 Hospital Umum Sarawak 74 11 22 31
## 1010 2023-02-15 Hospital Miri 12 4 3 5
## 1011 2023-02-15 Hospital Sibu 4 1 1 2
## 1012 2023-02-15 Pusat Darah Negara 384 102 104 157
## 1013 2023-02-16 Hospital Sultanah Nora Ismail 6 3 1 2
## 1014 2023-02-16 Hospital Sultanah Aminah 44 8 14 19
## 1015 2023-02-16 Hospital Sultanah Bahiyah 27 8 8 8
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## 1023 2023-02-16 Hospital Raja Permaisuri Bainun 164 41 47 66
## 1024 2023-02-16 Hospital Taiping 23 6 7 9
## 1025 2023-02-16 Hospital Seri Manjung 68 20 18 26
## 1026 2023-02-16 Hospital Tengku Ampuan Rahimah 95 22 27 41
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## 1029 2023-02-16 Hospital Duchess Of Kent 16 4 1 11
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## 1032 2023-02-16 Hospital Miri 10 1 3 4
## 1033 2023-02-16 Hospital Sibu 3 1 0 2
## 1034 2023-02-16 Pusat Darah Negara 702 188 192 280
## 1035 2023-02-17 Hospital Sultanah Nora Ismail 0 0 0 0
## 1036 2023-02-17 Hospital Sultanah Aminah 30 6 10 13
## 1037 2023-02-17 Hospital Sultanah Bahiyah 148 46 33 58
## 1038 2023-02-17 Hospital Raja Perempuan Zainab Ii 0 0 0 0
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## 1040 2023-02-17 Hospital Tuanku Jaafar 26 7 6 11
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## 1045 2023-02-17 Hospital Raja Permaisuri Bainun 197 49 50 80
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## 1056 2023-02-17 Pusat Darah Negara 638 160 179 261
## 1057 2023-02-18 Hospital Sultanah Nora Ismail 82 12 22 47
## 1058 2023-02-18 Hospital Sultanah Aminah 146 37 41 60
## 1059 2023-02-18 Hospital Sultanah Bahiyah 119 31 35 49
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## 1076 2023-02-18 Hospital Miri 37 8 7 21
## 1077 2023-02-18 Hospital Sibu 58 12 19 26
## 1078 2023-02-18 Pusat Darah Negara 1061 283 263 456
## 1079 2023-02-19 Hospital Sultanah Nora Ismail 69 15 21 29
## 1080 2023-02-19 Hospital Sultanah Aminah 217 42 63 98
## 1081 2023-02-19 Hospital Sultanah Bahiyah 77 22 23 30
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## 1092 2023-02-19 Hospital Tengku Ampuan Rahimah 268 77 64 109
## 1093 2023-02-19 Hospital Sultanah Nur Zahirah 41 10 8 20
## 1094 2023-02-19 Hospital Queen Elizabeth Ii 52 11 17 21
## 1095 2023-02-19 Hospital Duchess Of Kent 89 19 29 36
## 1096 2023-02-19 Hospital Tawau 54 12 19 19
## 1097 2023-02-19 Hospital Umum Sarawak 184 42 55 77
## 1098 2023-02-19 Hospital Miri 50 20 11 16
## 1099 2023-02-19 Hospital Sibu 81 28 13 33
## 1100 2023-02-19 Pusat Darah Negara 986 269 247 410
## 1101 2023-02-20 Hospital Sultanah Nora Ismail 29 8 11 9
## 1102 2023-02-20 Hospital Sultanah Aminah 95 23 26 41
## 1103 2023-02-20 Hospital Sultanah Bahiyah 38 10 8 19
## 1104 2023-02-20 Hospital Raja Perempuan Zainab Ii 62 11 17 28
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## 1111 2023-02-20 Hospital Raja Permaisuri Bainun 34 15 7 10
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## 1122 2023-02-20 Pusat Darah Negara 391 89 111 166
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## 1166 2023-02-22 Pusat Darah Negara 363 88 101 154
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## 1169 2023-02-23 Hospital Sultanah Bahiyah 64 15 20 26
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## 1183 2023-02-23 Hospital Duchess Of Kent 51 12 13 21
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## 1188 2023-02-23 Pusat Darah Negara 588 138 175 249
## 1189 2023-02-24 Hospital Sultanah Nora Ismail 0 0 0 0
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## 1194 2023-02-24 Hospital Tuanku Jaafar 14 4 2 8
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## 1199 2023-02-24 Hospital Raja Permaisuri Bainun 55 15 19 17
## 1200 2023-02-24 Hospital Taiping 9 4 2 3
## 1201 2023-02-24 Hospital Seri Manjung 3 2 0 1
## 1202 2023-02-24 Hospital Tengku Ampuan Rahimah 50 10 15 22
## 1203 2023-02-24 Hospital Sultanah Nur Zahirah 22 8 9 5
## 1204 2023-02-24 Hospital Queen Elizabeth Ii 64 11 18 33
## 1205 2023-02-24 Hospital Duchess Of Kent 3 2 0 1
## 1206 2023-02-24 Hospital Tawau 9 2 5 2
## 1207 2023-02-24 Hospital Umum Sarawak 29 8 9 10
## 1208 2023-02-24 Hospital Miri 11 2 2 6
## 1209 2023-02-24 Hospital Sibu 11 1 3 7
## 1210 2023-02-24 Pusat Darah Negara 399 107 119 148
## 1211 2023-02-25 Hospital Sultanah Nora Ismail 53 10 16 20
## 1212 2023-02-25 Hospital Sultanah Aminah 66 18 16 29
## 1213 2023-02-25 Hospital Sultanah Bahiyah 93 24 26 36
## 1214 2023-02-25 Hospital Raja Perempuan Zainab Ii 69 14 19 32
## 1215 2023-02-25 Hospital Melaka 122 33 28 56
## 1216 2023-02-25 Hospital Tuanku Jaafar 97 25 28 35
## 1217 2023-02-25 Hospital Tengku Ampuan Afzan 97 21 37 36
## 1218 2023-02-25 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 1219 2023-02-25 Hospital Seberang Jaya 0 0 0 0
## 1220 2023-02-25 Hospital Pulau Pinang 65 17 18 28
## 1221 2023-02-25 Hospital Raja Permaisuri Bainun 84 28 22 29
## 1222 2023-02-25 Hospital Taiping 24 5 7 11
## 1223 2023-02-25 Hospital Seri Manjung 33 9 7 17
## 1224 2023-02-25 Hospital Tengku Ampuan Rahimah 86 24 22 35
## 1225 2023-02-25 Hospital Sultanah Nur Zahirah 38 7 10 17
## 1226 2023-02-25 Hospital Queen Elizabeth Ii 125 30 32 57
## 1227 2023-02-25 Hospital Duchess Of Kent 40 5 9 24
## 1228 2023-02-25 Hospital Tawau 31 6 10 14
## 1229 2023-02-25 Hospital Umum Sarawak 136 34 42 53
## 1230 2023-02-25 Hospital Miri 59 12 22 22
## 1231 2023-02-25 Hospital Sibu 15 6 3 6
## 1232 2023-02-25 Pusat Darah Negara 797 190 188 362
## 1233 2023-02-26 Hospital Sultanah Nora Ismail 144 36 38 59
## 1234 2023-02-26 Hospital Sultanah Aminah 206 63 58 78
## 1235 2023-02-26 Hospital Sultanah Bahiyah 37 14 7 14
## 1236 2023-02-26 Hospital Raja Perempuan Zainab Ii 90 26 26 30
## 1237 2023-02-26 Hospital Melaka 141 35 27 68
## 1238 2023-02-26 Hospital Tuanku Jaafar 116 29 24 61
## 1239 2023-02-26 Hospital Tengku Ampuan Afzan 120 32 40 41
## 1240 2023-02-26 Hospital Sultan Haji Ahmad Shah 80 21 16 36
## 1241 2023-02-26 Hospital Seberang Jaya 95 27 16 47
## 1242 2023-02-26 Hospital Pulau Pinang 103 31 11 54
## 1243 2023-02-26 Hospital Raja Permaisuri Bainun 164 35 42 73
## 1244 2023-02-26 Hospital Taiping 19 2 7 8
## 1245 2023-02-26 Hospital Seri Manjung 59 14 17 24
## 1246 2023-02-26 Hospital Tengku Ampuan Rahimah 143 32 42 59
## 1247 2023-02-26 Hospital Sultanah Nur Zahirah 63 15 23 23
## 1248 2023-02-26 Hospital Queen Elizabeth Ii 170 38 38 83
## 1249 2023-02-26 Hospital Duchess Of Kent 123 38 30 53
## 1250 2023-02-26 Hospital Tawau 22 6 2 13
## 1251 2023-02-26 Hospital Umum Sarawak 120 45 21 46
## 1252 2023-02-26 Hospital Miri 95 26 25 39
## 1253 2023-02-26 Hospital Sibu 102 26 25 44
## 1254 2023-02-26 Pusat Darah Negara 952 220 255 429
## 1255 2023-02-27 Hospital Sultanah Nora Ismail 9 2 2 4
## 1256 2023-02-27 Hospital Sultanah Aminah 126 27 43 46
## 1257 2023-02-27 Hospital Sultanah Bahiyah 47 5 14 26
## 1258 2023-02-27 Hospital Raja Perempuan Zainab Ii 54 11 15 24
## 1259 2023-02-27 Hospital Melaka 63 13 21 21
## 1260 2023-02-27 Hospital Tuanku Jaafar 29 4 7 16
## 1261 2023-02-27 Hospital Tengku Ampuan Afzan 7 1 2 3
## 1262 2023-02-27 Hospital Sultan Haji Ahmad Shah 15 1 4 9
## 1263 2023-02-27 Hospital Seberang Jaya 16 2 5 9
## 1264 2023-02-27 Hospital Pulau Pinang 83 22 25 29
## 1265 2023-02-27 Hospital Raja Permaisuri Bainun 64 15 18 28
## 1266 2023-02-27 Hospital Taiping 30 2 11 15
## 1267 2023-02-27 Hospital Seri Manjung 0 0 0 0
## 1268 2023-02-27 Hospital Tengku Ampuan Rahimah 10 0 4 6
## 1269 2023-02-27 Hospital Sultanah Nur Zahirah 66 15 20 29
## 1270 2023-02-27 Hospital Queen Elizabeth Ii 46 13 11 20
## 1271 2023-02-27 Hospital Duchess Of Kent 3 1 0 2
## 1272 2023-02-27 Hospital Tawau 22 7 4 10
## 1273 2023-02-27 Hospital Umum Sarawak 32 8 12 11
## 1274 2023-02-27 Hospital Miri 11 2 4 3
## 1275 2023-02-27 Hospital Sibu 35 10 12 11
## 1276 2023-02-27 Pusat Darah Negara 572 123 145 269
## 1277 2023-02-28 Hospital Sultanah Nora Ismail 4 0 0 4
## 1278 2023-02-28 Hospital Sultanah Aminah 98 29 14 47
## 1279 2023-02-28 Hospital Sultanah Bahiyah 52 16 11 22
## 1280 2023-02-28 Hospital Raja Perempuan Zainab Ii 44 8 17 14
## 1281 2023-02-28 Hospital Melaka 34 9 7 16
## 1282 2023-02-28 Hospital Tuanku Jaafar 67 19 17 29
## 1283 2023-02-28 Hospital Tengku Ampuan Afzan 119 30 42 43
## 1284 2023-02-28 Hospital Sultan Haji Ahmad Shah 82 16 22 37
## 1285 2023-02-28 Hospital Seberang Jaya 17 2 5 10
## 1286 2023-02-28 Hospital Pulau Pinang 76 11 22 35
## 1287 2023-02-28 Hospital Raja Permaisuri Bainun 112 25 36 42
## 1288 2023-02-28 Hospital Taiping 9 1 4 4
## 1289 2023-02-28 Hospital Seri Manjung 1 0 0 1
## 1290 2023-02-28 Hospital Tengku Ampuan Rahimah 61 14 12 32
## 1291 2023-02-28 Hospital Sultanah Nur Zahirah 131 30 40 53
## 1292 2023-02-28 Hospital Queen Elizabeth Ii 83 14 23 44
## 1293 2023-02-28 Hospital Duchess Of Kent 8 1 1 5
## 1294 2023-02-28 Hospital Tawau 6 2 2 1
## 1295 2023-02-28 Hospital Umum Sarawak 99 18 34 35
## 1296 2023-02-28 Hospital Miri 10 1 2 6
## 1297 2023-02-28 Hospital Sibu 8 2 2 4
## 1298 2023-02-28 Pusat Darah Negara 544 143 148 230
## 1299 2023-03-01 Hospital Sultanah Nora Ismail 23 5 8 9
## 1300 2023-03-01 Hospital Sultanah Aminah 85 26 15 39
## 1301 2023-03-01 Hospital Sultanah Bahiyah 42 11 11 19
## 1302 2023-03-01 Hospital Raja Perempuan Zainab Ii 48 11 16 20
## 1303 2023-03-01 Hospital Melaka 30 8 9 11
## 1304 2023-03-01 Hospital Tuanku Jaafar 27 6 10 11
## 1305 2023-03-01 Hospital Tengku Ampuan Afzan 71 17 14 33
## 1306 2023-03-01 Hospital Sultan Haji Ahmad Shah 11 2 3 5
## 1307 2023-03-01 Hospital Seberang Jaya 21 8 2 7
## 1308 2023-03-01 Hospital Pulau Pinang 122 27 35 57
## 1309 2023-03-01 Hospital Raja Permaisuri Bainun 40 10 14 15
## 1310 2023-03-01 Hospital Taiping 15 3 3 6
## 1311 2023-03-01 Hospital Seri Manjung 1 0 1 0
## 1312 2023-03-01 Hospital Tengku Ampuan Rahimah 24 3 9 11
## 1313 2023-03-01 Hospital Sultanah Nur Zahirah 13 3 3 4
## 1314 2023-03-01 Hospital Queen Elizabeth Ii 80 15 12 52
## 1315 2023-03-01 Hospital Duchess Of Kent 2 0 2 0
## 1316 2023-03-01 Hospital Tawau 38 6 8 23
## 1317 2023-03-01 Hospital Umum Sarawak 51 6 18 23
## 1318 2023-03-01 Hospital Miri 6 1 0 5
## 1319 2023-03-01 Hospital Sibu 6 1 1 3
## 1320 2023-03-01 Pusat Darah Negara 415 102 109 177
## 1321 2023-03-02 Hospital Sultanah Nora Ismail 3 1 2 0
## 1322 2023-03-02 Hospital Sultanah Aminah 31 8 10 11
## 1323 2023-03-02 Hospital Sultanah Bahiyah 55 10 15 28
## 1324 2023-03-02 Hospital Raja Perempuan Zainab Ii 53 11 15 25
## 1325 2023-03-02 Hospital Melaka 63 16 23 18
## 1326 2023-03-02 Hospital Tuanku Jaafar 27 12 6 9
## 1327 2023-03-02 Hospital Tengku Ampuan Afzan 5 1 1 3
## 1328 2023-03-02 Hospital Sultan Haji Ahmad Shah 9 4 0 4
## 1329 2023-03-02 Hospital Seberang Jaya 68 12 24 28
## 1330 2023-03-02 Hospital Pulau Pinang 122 24 38 54
## 1331 2023-03-02 Hospital Raja Permaisuri Bainun 127 30 38 54
## 1332 2023-03-02 Hospital Taiping 34 8 4 20
## 1333 2023-03-02 Hospital Seri Manjung 26 5 6 14
## 1334 2023-03-02 Hospital Tengku Ampuan Rahimah 22 10 3 9
## 1335 2023-03-02 Hospital Sultanah Nur Zahirah 52 11 18 22
## 1336 2023-03-02 Hospital Queen Elizabeth Ii 65 16 10 38
## 1337 2023-03-02 Hospital Duchess Of Kent 10 1 5 4
## 1338 2023-03-02 Hospital Tawau 5 2 0 2
## 1339 2023-03-02 Hospital Umum Sarawak 69 20 19 27
## 1340 2023-03-02 Hospital Miri 6 0 2 2
## 1341 2023-03-02 Hospital Sibu 13 5 3 3
## 1342 2023-03-02 Pusat Darah Negara 563 141 161 235
## 1343 2023-03-03 Hospital Sultanah Nora Ismail 0 0 0 0
## 1344 2023-03-03 Hospital Sultanah Aminah 26 2 6 16
## 1345 2023-03-03 Hospital Sultanah Bahiyah 72 14 23 31
## 1346 2023-03-03 Hospital Raja Perempuan Zainab Ii 0 0 0 0
## 1347 2023-03-03 Hospital Melaka 22 5 8 8
## 1348 2023-03-03 Hospital Tuanku Jaafar 38 12 14 10
## 1349 2023-03-03 Hospital Tengku Ampuan Afzan 41 16 10 12
## 1350 2023-03-03 Hospital Sultan Haji Ahmad Shah 21 6 4 11
## 1351 2023-03-03 Hospital Seberang Jaya 8 1 1 6
## 1352 2023-03-03 Hospital Pulau Pinang 36 11 12 12
## 1353 2023-03-03 Hospital Raja Permaisuri Bainun 27 4 9 13
## 1354 2023-03-03 Hospital Taiping 20 4 3 12
## 1355 2023-03-03 Hospital Seri Manjung 5 0 1 4
## 1356 2023-03-03 Hospital Tengku Ampuan Rahimah 32 9 11 9
## 1357 2023-03-03 Hospital Sultanah Nur Zahirah 88 20 13 52
## 1358 2023-03-03 Hospital Queen Elizabeth Ii 54 10 15 27
## 1359 2023-03-03 Hospital Duchess Of Kent 2 1 0 1
## 1360 2023-03-03 Hospital Tawau 8 2 3 3
## 1361 2023-03-03 Hospital Umum Sarawak 35 13 7 14
## 1362 2023-03-03 Hospital Miri 12 4 3 3
## 1363 2023-03-03 Hospital Sibu 9 0 1 8
## 1364 2023-03-03 Pusat Darah Negara 416 87 134 161
## 1365 2023-03-04 Hospital Sultanah Nora Ismail 75 18 17 35
## 1366 2023-03-04 Hospital Sultanah Aminah 77 15 19 41
## 1367 2023-03-04 Hospital Sultanah Bahiyah 49 8 14 24
## 1368 2023-03-04 Hospital Raja Perempuan Zainab Ii 70 17 23 30
## 1369 2023-03-04 Hospital Melaka 150 40 45 59
## 1370 2023-03-04 Hospital Tuanku Jaafar 58 12 12 32
## 1371 2023-03-04 Hospital Tengku Ampuan Afzan 50 17 8 23
## 1372 2023-03-04 Hospital Sultan Haji Ahmad Shah 58 14 23 21
## 1373 2023-03-04 Hospital Seberang Jaya 37 12 14 10
## 1374 2023-03-04 Hospital Pulau Pinang 84 15 25 39
## 1375 2023-03-04 Hospital Raja Permaisuri Bainun 87 16 27 36
## 1376 2023-03-04 Hospital Taiping 24 8 4 10
## 1377 2023-03-04 Hospital Seri Manjung 0 0 0 0
## 1378 2023-03-04 Hospital Tengku Ampuan Rahimah 189 57 39 83
## 1379 2023-03-04 Hospital Sultanah Nur Zahirah 69 13 21 32
## 1380 2023-03-04 Hospital Queen Elizabeth Ii 59 14 9 34
## 1381 2023-03-04 Hospital Duchess Of Kent 10 1 5 2
## 1382 2023-03-04 Hospital Tawau 81 21 21 36
## 1383 2023-03-04 Hospital Umum Sarawak 103 14 46 34
## 1384 2023-03-04 Hospital Miri 29 7 8 11
## 1385 2023-03-04 Hospital Sibu 33 10 8 10
## 1386 2023-03-04 Pusat Darah Negara 754 186 222 303
## 1387 2023-03-05 Hospital Sultanah Nora Ismail 119 36 29 51
## 1388 2023-03-05 Hospital Sultanah Aminah 264 48 74 132
## 1389 2023-03-05 Hospital Sultanah Bahiyah 34 5 10 15
## 1390 2023-03-05 Hospital Raja Perempuan Zainab Ii 59 15 12 25
## 1391 2023-03-05 Hospital Melaka 0 0 0 0
## 1392 2023-03-05 Hospital Tuanku Jaafar 78 23 22 31
## 1393 2023-03-05 Hospital Tengku Ampuan Afzan 131 26 32 66
## 1394 2023-03-05 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 1395 2023-03-05 Hospital Seberang Jaya 158 32 44 73
## 1396 2023-03-05 Hospital Pulau Pinang 150 48 39 59
## 1397 2023-03-05 Hospital Raja Permaisuri Bainun 162 50 30 74
## 1398 2023-03-05 Hospital Taiping 46 8 15 19
## 1399 2023-03-05 Hospital Seri Manjung 40 8 7 19
## 1400 2023-03-05 Hospital Tengku Ampuan Rahimah 213 55 60 87
## 1401 2023-03-05 Hospital Sultanah Nur Zahirah 45 8 9 23
## 1402 2023-03-05 Hospital Queen Elizabeth Ii 61 18 15 24
## 1403 2023-03-05 Hospital Duchess Of Kent 71 17 24 29
## 1404 2023-03-05 Hospital Tawau 100 25 17 50
## 1405 2023-03-05 Hospital Umum Sarawak 134 43 36 46
## 1406 2023-03-05 Hospital Miri 52 11 14 24
## 1407 2023-03-05 Hospital Sibu 115 36 22 47
## 1408 2023-03-05 Pusat Darah Negara 986 255 246 428
## 1409 2023-03-06 Hospital Sultanah Nora Ismail 9 3 0 5
## 1410 2023-03-06 Hospital Sultanah Aminah 102 18 36 46
## 1411 2023-03-06 Hospital Sultanah Bahiyah 61 18 20 23
## 1412 2023-03-06 Hospital Raja Perempuan Zainab Ii 65 13 23 25
## 1413 2023-03-06 Hospital Melaka 17 2 5 8
## 1414 2023-03-06 Hospital Tuanku Jaafar 29 5 8 16
## 1415 2023-03-06 Hospital Tengku Ampuan Afzan 13 4 6 3
## 1416 2023-03-06 Hospital Sultan Haji Ahmad Shah 79 24 23 32
## 1417 2023-03-06 Hospital Seberang Jaya 17 6 3 7
## 1418 2023-03-06 Hospital Pulau Pinang 84 19 26 36
## 1419 2023-03-06 Hospital Raja Permaisuri Bainun 39 14 6 17
## 1420 2023-03-06 Hospital Taiping 19 5 5 8
## 1421 2023-03-06 Hospital Seri Manjung 3 1 1 1
## 1422 2023-03-06 Hospital Tengku Ampuan Rahimah 12 2 4 5
## 1423 2023-03-06 Hospital Sultanah Nur Zahirah 77 19 24 31
## 1424 2023-03-06 Hospital Queen Elizabeth Ii 58 13 12 32
## 1425 2023-03-06 Hospital Duchess Of Kent 4 0 2 2
## 1426 2023-03-06 Hospital Tawau 9 0 4 5
## 1427 2023-03-06 Hospital Umum Sarawak 48 8 18 18
## 1428 2023-03-06 Hospital Miri 15 5 2 8
## 1429 2023-03-06 Hospital Sibu 4 0 2 1
## 1430 2023-03-06 Pusat Darah Negara 347 84 96 156
## 1431 2023-03-07 Hospital Sultanah Nora Ismail 11 4 5 2
## 1432 2023-03-07 Hospital Sultanah Aminah 86 24 26 34
## 1433 2023-03-07 Hospital Sultanah Bahiyah 71 16 20 30
## 1434 2023-03-07 Hospital Raja Perempuan Zainab Ii 54 18 11 24
## 1435 2023-03-07 Hospital Melaka 146 33 53 52
## 1436 2023-03-07 Hospital Tuanku Jaafar 28 7 9 10
## 1437 2023-03-07 Hospital Tengku Ampuan Afzan 15 1 7 6
## 1438 2023-03-07 Hospital Sultan Haji Ahmad Shah 3 2 1 0
## 1439 2023-03-07 Hospital Seberang Jaya 20 5 6 6
## 1440 2023-03-07 Hospital Pulau Pinang 107 24 29 46
## 1441 2023-03-07 Hospital Raja Permaisuri Bainun 102 19 34 40
## 1442 2023-03-07 Hospital Taiping 12 3 2 6
## 1443 2023-03-07 Hospital Seri Manjung 5 2 0 2
## 1444 2023-03-07 Hospital Tengku Ampuan Rahimah 86 18 31 30
## 1445 2023-03-07 Hospital Sultanah Nur Zahirah 54 20 13 20
## 1446 2023-03-07 Hospital Queen Elizabeth Ii 60 18 11 25
## 1447 2023-03-07 Hospital Duchess Of Kent 76 16 24 31
## 1448 2023-03-07 Hospital Tawau 10 1 2 6
## 1449 2023-03-07 Hospital Umum Sarawak 98 19 28 46
## 1450 2023-03-07 Hospital Miri 8 1 4 3
## 1451 2023-03-07 Hospital Sibu 11 4 0 5
## 1452 2023-03-07 Pusat Darah Negara 581 160 165 222
## 1453 2023-03-08 Hospital Sultanah Nora Ismail 6 0 2 3
## 1454 2023-03-08 Hospital Sultanah Aminah 84 16 26 38
## 1455 2023-03-08 Hospital Sultanah Bahiyah 209 62 67 71
## 1456 2023-03-08 Hospital Raja Perempuan Zainab Ii 43 11 16 12
## 1457 2023-03-08 Hospital Melaka 117 39 28 44
## 1458 2023-03-08 Hospital Tuanku Jaafar 28 7 6 12
## 1459 2023-03-08 Hospital Tengku Ampuan Afzan 105 29 29 43
## 1460 2023-03-08 Hospital Sultan Haji Ahmad Shah 83 22 24 37
## 1461 2023-03-08 Hospital Seberang Jaya 40 14 11 12
## 1462 2023-03-08 Hospital Pulau Pinang 84 18 24 35
## 1463 2023-03-08 Hospital Raja Permaisuri Bainun 58 14 16 24
## 1464 2023-03-08 Hospital Taiping 108 39 28 36
## 1465 2023-03-08 Hospital Seri Manjung 29 4 14 10
## 1466 2023-03-08 Hospital Tengku Ampuan Rahimah 42 9 10 20
## 1467 2023-03-08 Hospital Sultanah Nur Zahirah 81 15 28 36
## 1468 2023-03-08 Hospital Queen Elizabeth Ii 52 11 9 30
## 1469 2023-03-08 Hospital Duchess Of Kent 13 1 4 7
## 1470 2023-03-08 Hospital Tawau 5 0 0 3
## 1471 2023-03-08 Hospital Umum Sarawak 64 14 22 24
## 1472 2023-03-08 Hospital Miri 38 8 8 17
## 1473 2023-03-08 Hospital Sibu 20 4 3 11
## 1474 2023-03-08 Pusat Darah Negara 623 138 183 261
## 1475 2023-03-09 Hospital Sultanah Nora Ismail 6 2 2 2
## 1476 2023-03-09 Hospital Sultanah Aminah 125 27 34 52
## 1477 2023-03-09 Hospital Sultanah Bahiyah 31 9 8 11
## 1478 2023-03-09 Hospital Raja Perempuan Zainab Ii 41 8 10 21
## 1479 2023-03-09 Hospital Melaka 12 3 2 7
## 1480 2023-03-09 Hospital Tuanku Jaafar 16 4 3 7
## 1481 2023-03-09 Hospital Tengku Ampuan Afzan 39 10 11 17
## 1482 2023-03-09 Hospital Sultan Haji Ahmad Shah 8 3 3 2
## 1483 2023-03-09 Hospital Seberang Jaya 61 12 23 19
## 1484 2023-03-09 Hospital Pulau Pinang 98 23 28 38
## 1485 2023-03-09 Hospital Raja Permaisuri Bainun 37 9 8 19
## 1486 2023-03-09 Hospital Taiping 63 15 16 26
## 1487 2023-03-09 Hospital Seri Manjung 40 5 16 18
## 1488 2023-03-09 Hospital Tengku Ampuan Rahimah 156 29 44 75
## 1489 2023-03-09 Hospital Sultanah Nur Zahirah 37 12 8 15
## 1490 2023-03-09 Hospital Queen Elizabeth Ii 59 15 11 28
## 1491 2023-03-09 Hospital Duchess Of Kent 5 1 2 2
## 1492 2023-03-09 Hospital Tawau 29 9 10 8
## 1493 2023-03-09 Hospital Umum Sarawak 111 27 38 46
## 1494 2023-03-09 Hospital Miri 9 4 0 4
## 1495 2023-03-09 Hospital Sibu 7 2 0 3
## 1496 2023-03-09 Pusat Darah Negara 683 170 196 270
## 1497 2023-03-10 Hospital Sultanah Nora Ismail 0 0 0 0
## 1498 2023-03-10 Hospital Sultanah Aminah 28 7 4 17
## 1499 2023-03-10 Hospital Sultanah Bahiyah 235 57 62 110
## 1500 2023-03-10 Hospital Raja Perempuan Zainab Ii 167 49 44 66
## 1501 2023-03-10 Hospital Melaka 76 24 20 27
## 1502 2023-03-10 Hospital Tuanku Jaafar 70 24 21 23
## 1503 2023-03-10 Hospital Tengku Ampuan Afzan 15 3 5 7
## 1504 2023-03-10 Hospital Sultan Haji Ahmad Shah 12 4 7 1
## 1505 2023-03-10 Hospital Seberang Jaya 11 2 3 6
## 1506 2023-03-10 Hospital Pulau Pinang 36 13 7 11
## 1507 2023-03-10 Hospital Raja Permaisuri Bainun 47 14 16 16
## 1508 2023-03-10 Hospital Taiping 14 1 7 5
## 1509 2023-03-10 Hospital Seri Manjung 4 1 2 1
## 1510 2023-03-10 Hospital Tengku Ampuan Rahimah 35 8 14 11
## 1511 2023-03-10 Hospital Sultanah Nur Zahirah 93 21 24 43
## 1512 2023-03-10 Hospital Queen Elizabeth Ii 72 15 12 41
## 1513 2023-03-10 Hospital Duchess Of Kent 35 6 8 21
## 1514 2023-03-10 Hospital Tawau 68 12 16 34
## 1515 2023-03-10 Hospital Umum Sarawak 28 7 9 12
## 1516 2023-03-10 Hospital Miri 7 1 1 4
## 1517 2023-03-10 Hospital Sibu 3 3 0 0
## 1518 2023-03-10 Pusat Darah Negara 388 96 98 168
## 1519 2023-03-11 Hospital Sultanah Nora Ismail 93 17 31 39
## 1520 2023-03-11 Hospital Sultanah Aminah 130 31 34 53
## 1521 2023-03-11 Hospital Sultanah Bahiyah 19 5 10 4
## 1522 2023-03-11 Hospital Raja Perempuan Zainab Ii 76 22 24 25
## 1523 2023-03-11 Hospital Melaka 116 36 27 45
## 1524 2023-03-11 Hospital Tuanku Jaafar 74 15 21 33
## 1525 2023-03-11 Hospital Tengku Ampuan Afzan 92 25 22 37
## 1526 2023-03-11 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 1527 2023-03-11 Hospital Seberang Jaya 44 8 11 22
## 1528 2023-03-11 Hospital Pulau Pinang 144 35 37 68
## 1529 2023-03-11 Hospital Raja Permaisuri Bainun 96 30 24 40
## 1530 2023-03-11 Hospital Taiping 66 16 17 31
## 1531 2023-03-11 Hospital Seri Manjung 40 7 15 18
## 1532 2023-03-11 Hospital Tengku Ampuan Rahimah 0 0 0 0
## 1533 2023-03-11 Hospital Sultanah Nur Zahirah 97 29 29 29
## 1534 2023-03-11 Hospital Queen Elizabeth Ii 33 3 7 23
## 1535 2023-03-11 Hospital Duchess Of Kent 46 7 10 28
## 1536 2023-03-11 Hospital Tawau 15 3 5 7
## 1537 2023-03-11 Hospital Umum Sarawak 77 21 21 35
## 1538 2023-03-11 Hospital Miri 25 3 7 13
## 1539 2023-03-11 Hospital Sibu 24 6 7 6
## 1540 2023-03-11 Pusat Darah Negara 1020 220 316 423
## 1541 2023-03-12 Hospital Sultanah Nora Ismail 46 9 10 26
## 1542 2023-03-12 Hospital Sultanah Aminah 215 41 62 109
## 1543 2023-03-12 Hospital Sultanah Bahiyah 198 40 51 97
## 1544 2023-03-12 Hospital Raja Perempuan Zainab Ii 104 31 30 36
## 1545 2023-03-12 Hospital Melaka 134 25 31 72
## 1546 2023-03-12 Hospital Tuanku Jaafar 161 45 46 54
## 1547 2023-03-12 Hospital Tengku Ampuan Afzan 66 15 18 30
## 1548 2023-03-12 Hospital Sultan Haji Ahmad Shah 28 8 3 17
## 1549 2023-03-12 Hospital Seberang Jaya 116 35 41 30
## 1550 2023-03-12 Hospital Pulau Pinang 223 57 55 95
## 1551 2023-03-12 Hospital Raja Permaisuri Bainun 198 56 47 81
## 1552 2023-03-12 Hospital Taiping 78 15 28 32
## 1553 2023-03-12 Hospital Seri Manjung 0 0 0 0
## 1554 2023-03-12 Hospital Tengku Ampuan Rahimah 238 49 64 114
## 1555 2023-03-12 Hospital Sultanah Nur Zahirah 6 1 2 3
## 1556 2023-03-12 Hospital Queen Elizabeth Ii 284 64 79 123
## 1557 2023-03-12 Hospital Duchess Of Kent 20 4 9 6
## 1558 2023-03-12 Hospital Tawau 34 9 12 10
## 1559 2023-03-12 Hospital Umum Sarawak 148 39 47 61
## 1560 2023-03-12 Hospital Miri 125 24 35 60
## 1561 2023-03-12 Hospital Sibu 68 22 14 27
## 1562 2023-03-12 Pusat Darah Negara 1087 307 293 426
## 1563 2023-03-13 Hospital Sultanah Nora Ismail 3 1 0 1
## 1564 2023-03-13 Hospital Sultanah Aminah 129 27 37 58
## 1565 2023-03-13 Hospital Sultanah Bahiyah 50 14 12 21
## 1566 2023-03-13 Hospital Raja Perempuan Zainab Ii 54 14 9 27
## 1567 2023-03-13 Hospital Melaka 75 20 16 33
## 1568 2023-03-13 Hospital Tuanku Jaafar 29 5 5 19
## 1569 2023-03-13 Hospital Tengku Ampuan Afzan 7 0 3 4
## 1570 2023-03-13 Hospital Sultan Haji Ahmad Shah 12 8 3 1
## 1571 2023-03-13 Hospital Seberang Jaya 39 10 12 14
## 1572 2023-03-13 Hospital Pulau Pinang 109 29 25 45
## 1573 2023-03-13 Hospital Raja Permaisuri Bainun 49 11 15 22
## 1574 2023-03-13 Hospital Taiping 6 5 1 0
## 1575 2023-03-13 Hospital Seri Manjung 3 2 0 1
## 1576 2023-03-13 Hospital Tengku Ampuan Rahimah 61 15 14 30
## 1577 2023-03-13 Hospital Sultanah Nur Zahirah 97 21 22 44
## 1578 2023-03-13 Hospital Queen Elizabeth Ii 50 11 14 23
## 1579 2023-03-13 Hospital Duchess Of Kent 18 4 5 7
## 1580 2023-03-13 Hospital Tawau 17 7 4 6
## 1581 2023-03-13 Hospital Umum Sarawak 24 8 7 9
## 1582 2023-03-13 Hospital Miri 14 6 2 6
## 1583 2023-03-13 Hospital Sibu 15 5 5 4
## 1584 2023-03-13 Pusat Darah Negara 587 143 152 250
## 1585 2023-03-14 Hospital Sultanah Nora Ismail 6 2 1 3
## 1586 2023-03-14 Hospital Sultanah Aminah 141 34 33 68
## 1587 2023-03-14 Hospital Sultanah Bahiyah 60 21 18 20
## 1588 2023-03-14 Hospital Raja Perempuan Zainab Ii 48 13 11 22
## 1589 2023-03-14 Hospital Melaka 152 29 48 62
## 1590 2023-03-14 Hospital Tuanku Jaafar 31 7 7 16
## 1591 2023-03-14 Hospital Tengku Ampuan Afzan 11 2 4 5
## 1592 2023-03-14 Hospital Sultan Haji Ahmad Shah 31 8 10 13
## 1593 2023-03-14 Hospital Seberang Jaya 10 3 4 2
## 1594 2023-03-14 Hospital Pulau Pinang 102 20 35 41
## 1595 2023-03-14 Hospital Raja Permaisuri Bainun 93 21 29 35
## 1596 2023-03-14 Hospital Taiping 96 28 27 31
## 1597 2023-03-14 Hospital Seri Manjung 1 0 1 0
## 1598 2023-03-14 Hospital Tengku Ampuan Rahimah 93 22 30 33
## 1599 2023-03-14 Hospital Sultanah Nur Zahirah 117 32 30 46
## 1600 2023-03-14 Hospital Queen Elizabeth Ii 40 4 9 24
## 1601 2023-03-14 Hospital Duchess Of Kent 9 1 4 4
## 1602 2023-03-14 Hospital Tawau 12 4 2 5
## 1603 2023-03-14 Hospital Umum Sarawak 73 14 28 30
## 1604 2023-03-14 Hospital Miri 7 1 2 4
## 1605 2023-03-14 Hospital Sibu 14 3 3 6
## 1606 2023-03-14 Pusat Darah Negara 567 141 175 229
## 1607 2023-03-15 Hospital Sultanah Nora Ismail 3 0 1 1
## 1608 2023-03-15 Hospital Sultanah Aminah 125 36 34 52
## 1609 2023-03-15 Hospital Sultanah Bahiyah 62 16 25 19
## 1610 2023-03-15 Hospital Raja Perempuan Zainab Ii 48 13 11 19
## 1611 2023-03-15 Hospital Melaka 116 37 28 43
## 1612 2023-03-15 Hospital Tuanku Jaafar 37 7 12 14
## 1613 2023-03-15 Hospital Tengku Ampuan Afzan 97 18 35 38
## 1614 2023-03-15 Hospital Sultan Haji Ahmad Shah 11 1 3 5
## 1615 2023-03-15 Hospital Seberang Jaya 23 4 9 9
## 1616 2023-03-15 Hospital Pulau Pinang 74 22 17 29
## 1617 2023-03-15 Hospital Raja Permaisuri Bainun 163 29 49 67
## 1618 2023-03-15 Hospital Taiping 61 13 18 25
## 1619 2023-03-15 Hospital Seri Manjung 79 14 32 30
## 1620 2023-03-15 Hospital Tengku Ampuan Rahimah 87 25 20 38
## 1621 2023-03-15 Hospital Sultanah Nur Zahirah 32 10 6 16
## 1622 2023-03-15 Hospital Queen Elizabeth Ii 13 0 5 8
## 1623 2023-03-15 Hospital Duchess Of Kent 14 2 4 8
## 1624 2023-03-15 Hospital Tawau 38 12 12 13
## 1625 2023-03-15 Hospital Umum Sarawak 109 23 35 51
## 1626 2023-03-15 Hospital Miri 13 3 4 5
## 1627 2023-03-15 Hospital Sibu 14 6 3 3
## 1628 2023-03-15 Pusat Darah Negara 694 172 181 297
## 1629 2023-03-16 Hospital Sultanah Nora Ismail 5 1 1 2
## 1630 2023-03-16 Hospital Sultanah Aminah 104 21 32 47
## 1631 2023-03-16 Hospital Sultanah Bahiyah 39 10 9 17
## 1632 2023-03-16 Hospital Raja Perempuan Zainab Ii 184 39 62 72
## 1633 2023-03-16 Hospital Melaka 76 22 14 35
## 1634 2023-03-16 Hospital Tuanku Jaafar 27 4 7 16
## 1635 2023-03-16 Hospital Tengku Ampuan Afzan 145 47 41 48
## 1636 2023-03-16 Hospital Sultan Haji Ahmad Shah 7 4 1 1
## 1637 2023-03-16 Hospital Seberang Jaya 46 8 13 21
## 1638 2023-03-16 Hospital Pulau Pinang 111 35 35 37
## 1639 2023-03-16 Hospital Raja Permaisuri Bainun 95 26 24 37
## 1640 2023-03-16 Hospital Taiping 102 30 30 31
## 1641 2023-03-16 Hospital Seri Manjung 62 15 19 25
## 1642 2023-03-16 Hospital Tengku Ampuan Rahimah 75 19 25 28
## 1643 2023-03-16 Hospital Sultanah Nur Zahirah 95 26 21 39
## 1644 2023-03-16 Hospital Queen Elizabeth Ii 38 7 6 25
## 1645 2023-03-16 Hospital Duchess Of Kent 25 7 6 12
## 1646 2023-03-16 Hospital Tawau 6 1 2 3
## 1647 2023-03-16 Hospital Umum Sarawak 86 18 26 42
## 1648 2023-03-16 Hospital Miri 6 1 1 4
## 1649 2023-03-16 Hospital Sibu 16 2 5 9
## 1650 2023-03-16 Pusat Darah Negara 608 163 169 237
## 1651 2023-03-17 Hospital Sultanah Nora Ismail 39 14 9 14
## 1652 2023-03-17 Hospital Sultanah Aminah 32 9 5 14
## 1653 2023-03-17 Hospital Sultanah Bahiyah 78 21 19 27
## 1654 2023-03-17 Hospital Raja Perempuan Zainab Ii 116 30 31 53
## 1655 2023-03-17 Hospital Melaka 14 2 4 6
## 1656 2023-03-17 Hospital Tuanku Jaafar 67 25 19 22
## 1657 2023-03-17 Hospital Tengku Ampuan Afzan 21 4 9 7
## 1658 2023-03-17 Hospital Sultan Haji Ahmad Shah 13 4 3 6
## 1659 2023-03-17 Hospital Seberang Jaya 15 4 5 5
## 1660 2023-03-17 Hospital Pulau Pinang 32 11 5 14
## 1661 2023-03-17 Hospital Raja Permaisuri Bainun 42 11 8 23
## 1662 2023-03-17 Hospital Taiping 12 4 2 6
## 1663 2023-03-17 Hospital Seri Manjung 0 0 0 0
## 1664 2023-03-17 Hospital Tengku Ampuan Rahimah 36 8 12 15
## 1665 2023-03-17 Hospital Sultanah Nur Zahirah 63 12 13 35
## 1666 2023-03-17 Hospital Queen Elizabeth Ii 34 4 11 17
## 1667 2023-03-17 Hospital Duchess Of Kent 10 2 4 4
## 1668 2023-03-17 Hospital Tawau 5 0 2 3
## 1669 2023-03-17 Hospital Umum Sarawak 29 8 6 15
## 1670 2023-03-17 Hospital Miri 9 2 3 3
## 1671 2023-03-17 Hospital Sibu 7 1 0 2
## 1672 2023-03-17 Pusat Darah Negara 565 139 158 228
## 1673 2023-03-18 Hospital Sultanah Nora Ismail 85 21 17 42
## 1674 2023-03-18 Hospital Sultanah Aminah 101 32 26 39
## 1675 2023-03-18 Hospital Sultanah Bahiyah 37 7 12 16
## 1676 2023-03-18 Hospital Raja Perempuan Zainab Ii 84 28 20 30
## 1677 2023-03-18 Hospital Melaka 197 54 53 78
## 1678 2023-03-18 Hospital Tuanku Jaafar 77 15 20 33
## 1679 2023-03-18 Hospital Tengku Ampuan Afzan 100 25 25 43
## 1680 2023-03-18 Hospital Sultan Haji Ahmad Shah 55 10 15 28
## 1681 2023-03-18 Hospital Seberang Jaya 52 12 18 20
## 1682 2023-03-18 Hospital Pulau Pinang 47 14 13 18
## 1683 2023-03-18 Hospital Raja Permaisuri Bainun 144 34 48 62
## 1684 2023-03-18 Hospital Taiping 30 9 7 12
## 1685 2023-03-18 Hospital Seri Manjung 67 17 27 19
## 1686 2023-03-18 Hospital Tengku Ampuan Rahimah 127 28 39 58
## 1687 2023-03-18 Hospital Sultanah Nur Zahirah 132 27 44 52
## 1688 2023-03-18 Hospital Queen Elizabeth Ii 86 19 19 45
## 1689 2023-03-18 Hospital Duchess Of Kent 92 19 23 39
## 1690 2023-03-18 Hospital Tawau 32 9 11 10
## 1691 2023-03-18 Hospital Umum Sarawak 143 31 49 63
## 1692 2023-03-18 Hospital Miri 42 12 11 15
## 1693 2023-03-18 Hospital Sibu 69 12 21 32
## 1694 2023-03-18 Pusat Darah Negara 947 240 259 395
## 1695 2023-03-19 Hospital Sultanah Nora Ismail 120 29 26 58
## 1696 2023-03-19 Hospital Sultanah Aminah 207 47 54 97
## 1697 2023-03-19 Hospital Sultanah Bahiyah 60 15 18 24
## 1698 2023-03-19 Hospital Raja Perempuan Zainab Ii 76 20 19 31
## 1699 2023-03-19 Hospital Melaka 234 62 60 99
## 1700 2023-03-19 Hospital Tuanku Jaafar 143 29 37 67
## 1701 2023-03-19 Hospital Tengku Ampuan Afzan 135 30 41 52
## 1702 2023-03-19 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 1703 2023-03-19 Hospital Seberang Jaya 75 23 17 30
## 1704 2023-03-19 Hospital Pulau Pinang 90 19 23 42
## 1705 2023-03-19 Hospital Raja Permaisuri Bainun 211 57 59 88
## 1706 2023-03-19 Hospital Taiping 57 14 21 19
## 1707 2023-03-19 Hospital Seri Manjung 53 13 10 28
## 1708 2023-03-19 Hospital Tengku Ampuan Rahimah 186 41 56 81
## 1709 2023-03-19 Hospital Sultanah Nur Zahirah 48 14 12 16
## 1710 2023-03-19 Hospital Queen Elizabeth Ii 235 51 53 121
## 1711 2023-03-19 Hospital Duchess Of Kent 113 25 31 49
## 1712 2023-03-19 Hospital Tawau 54 7 14 26
## 1713 2023-03-19 Hospital Umum Sarawak 138 33 38 67
## 1714 2023-03-19 Hospital Miri 84 11 18 45
## 1715 2023-03-19 Hospital Sibu 79 23 20 33
## 1716 2023-03-19 Pusat Darah Negara 1180 278 341 492
## 1717 2023-03-20 Hospital Sultanah Nora Ismail 8 1 3 3
## 1718 2023-03-20 Hospital Sultanah Aminah 130 39 38 41
## 1719 2023-03-20 Hospital Sultanah Bahiyah 68 23 17 23
## 1720 2023-03-20 Hospital Raja Perempuan Zainab Ii 39 9 6 23
## 1721 2023-03-20 Hospital Melaka 154 46 42 54
## 1722 2023-03-20 Hospital Tuanku Jaafar 44 15 11 18
## 1723 2023-03-20 Hospital Tengku Ampuan Afzan 10 3 2 5
## 1724 2023-03-20 Hospital Sultan Haji Ahmad Shah 14 4 3 5
## 1725 2023-03-20 Hospital Seberang Jaya 28 6 11 11
## 1726 2023-03-20 Hospital Pulau Pinang 62 17 13 26
## 1727 2023-03-20 Hospital Raja Permaisuri Bainun 15 4 2 9
## 1728 2023-03-20 Hospital Taiping 76 17 23 32
## 1729 2023-03-20 Hospital Seri Manjung 8 4 0 4
## 1730 2023-03-20 Hospital Tengku Ampuan Rahimah 24 6 6 12
## 1731 2023-03-20 Hospital Sultanah Nur Zahirah 124 24 38 50
## 1732 2023-03-20 Hospital Queen Elizabeth Ii 87 15 26 39
## 1733 2023-03-20 Hospital Duchess Of Kent 0 0 0 0
## 1734 2023-03-20 Hospital Tawau 5 0 1 4
## 1735 2023-03-20 Hospital Umum Sarawak 53 11 15 23
## 1736 2023-03-20 Hospital Miri 15 5 5 5
## 1737 2023-03-20 Hospital Sibu 8 3 1 4
## 1738 2023-03-20 Pusat Darah Negara 626 148 188 249
## 1739 2023-03-21 Hospital Sultanah Nora Ismail 7 2 1 4
## 1740 2023-03-21 Hospital Sultanah Aminah 97 23 30 41
## 1741 2023-03-21 Hospital Sultanah Bahiyah 49 16 16 17
## 1742 2023-03-21 Hospital Raja Perempuan Zainab Ii 46 16 12 14
## 1743 2023-03-21 Hospital Melaka 206 56 57 78
## 1744 2023-03-21 Hospital Tuanku Jaafar 109 27 30 45
## 1745 2023-03-21 Hospital Tengku Ampuan Afzan 127 24 36 60
## 1746 2023-03-21 Hospital Sultan Haji Ahmad Shah 112 26 39 38
## 1747 2023-03-21 Hospital Seberang Jaya 97 24 30 38
## 1748 2023-03-21 Hospital Pulau Pinang 113 34 28 42
## 1749 2023-03-21 Hospital Raja Permaisuri Bainun 40 11 11 18
## 1750 2023-03-21 Hospital Taiping 43 10 15 18
## 1751 2023-03-21 Hospital Seri Manjung 8 1 1 5
## 1752 2023-03-21 Hospital Tengku Ampuan Rahimah 105 21 34 40
## 1753 2023-03-21 Hospital Sultanah Nur Zahirah 43 11 14 16
## 1754 2023-03-21 Hospital Queen Elizabeth Ii 87 19 23 44
## 1755 2023-03-21 Hospital Duchess Of Kent 10 1 3 5
## 1756 2023-03-21 Hospital Tawau 22 6 3 12
## 1757 2023-03-21 Hospital Umum Sarawak 47 11 16 20
## 1758 2023-03-21 Hospital Miri 11 1 4 6
## 1759 2023-03-21 Hospital Sibu 9 2 2 5
## 1760 2023-03-21 Pusat Darah Negara 1009 229 263 446
## 1761 2023-03-22 Hospital Sultanah Nora Ismail 12 4 3 3
## 1762 2023-03-22 Hospital Sultanah Aminah 122 24 35 55
## 1763 2023-03-22 Hospital Sultanah Bahiyah 89 24 19 37
## 1764 2023-03-22 Hospital Raja Perempuan Zainab Ii 85 24 20 36
## 1765 2023-03-22 Hospital Melaka 176 37 56 69
## 1766 2023-03-22 Hospital Tuanku Jaafar 48 11 11 23
## 1767 2023-03-22 Hospital Tengku Ampuan Afzan 118 31 29 51
## 1768 2023-03-22 Hospital Sultan Haji Ahmad Shah 18 4 7 7
## 1769 2023-03-22 Hospital Seberang Jaya 125 25 33 55
## 1770 2023-03-22 Hospital Pulau Pinang 168 44 48 69
## 1771 2023-03-22 Hospital Raja Permaisuri Bainun 105 26 27 48
## 1772 2023-03-22 Hospital Taiping 39 8 12 18
## 1773 2023-03-22 Hospital Seri Manjung 38 6 12 15
## 1774 2023-03-22 Hospital Tengku Ampuan Rahimah 47 4 18 23
## 1775 2023-03-22 Hospital Sultanah Nur Zahirah 21 3 7 9
## 1776 2023-03-22 Hospital Queen Elizabeth Ii 46 7 11 28
## 1777 2023-03-22 Hospital Duchess Of Kent 15 3 4 8
## 1778 2023-03-22 Hospital Tawau 43 7 12 24
## 1779 2023-03-22 Hospital Umum Sarawak 102 23 34 45
## 1780 2023-03-22 Hospital Miri 37 8 14 15
## 1781 2023-03-22 Hospital Sibu 9 2 2 4
## 1782 2023-03-22 Pusat Darah Negara 917 214 232 410
## 1783 2023-03-23 Hospital Sultanah Nora Ismail 0 0 0 0
## 1784 2023-03-23 Hospital Sultanah Aminah 83 26 18 38
## 1785 2023-03-23 Hospital Sultanah Bahiyah 0 0 0 0
## 1786 2023-03-23 Hospital Raja Perempuan Zainab Ii 2 0 2 0
## 1787 2023-03-23 Hospital Melaka 0 0 0 0
## 1788 2023-03-23 Hospital Tuanku Jaafar 11 4 3 4
## 1789 2023-03-23 Hospital Tengku Ampuan Afzan 0 0 0 0
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## 1791 2023-03-23 Hospital Seberang Jaya 27 7 10 9
## 1792 2023-03-23 Hospital Pulau Pinang 21 4 6 11
## 1793 2023-03-23 Hospital Raja Permaisuri Bainun 4 1 1 2
## 1794 2023-03-23 Hospital Taiping 3 1 0 2
## 1795 2023-03-23 Hospital Seri Manjung 2 0 0 2
## 1796 2023-03-23 Hospital Tengku Ampuan Rahimah 5 1 0 3
## 1797 2023-03-23 Hospital Sultanah Nur Zahirah 0 0 0 0
## 1798 2023-03-23 Hospital Queen Elizabeth Ii 16 5 5 6
## 1799 2023-03-23 Hospital Duchess Of Kent 4 1 0 3
## 1800 2023-03-23 Hospital Tawau 1 0 0 0
## 1801 2023-03-23 Hospital Umum Sarawak 20 5 6 9
## 1802 2023-03-23 Hospital Miri 9 2 0 5
## 1803 2023-03-23 Hospital Sibu 10 4 2 2
## 1804 2023-03-23 Pusat Darah Negara 426 112 107 183
## 1805 2023-03-24 Hospital Sultanah Nora Ismail 0 0 0 0
## 1806 2023-03-24 Hospital Sultanah Aminah 0 0 0 0
## 1807 2023-03-24 Hospital Sultanah Bahiyah 66 21 25 20
## 1808 2023-03-24 Hospital Raja Perempuan Zainab Ii 88 22 32 27
## 1809 2023-03-24 Hospital Melaka 9 2 3 4
## 1810 2023-03-24 Hospital Tuanku Jaafar 8 2 1 5
## 1811 2023-03-24 Hospital Tengku Ampuan Afzan 4 1 0 3
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## 1813 2023-03-24 Hospital Seberang Jaya 6 0 1 5
## 1814 2023-03-24 Hospital Pulau Pinang 21 3 3 13
## 1815 2023-03-24 Hospital Raja Permaisuri Bainun 60 16 20 20
## 1816 2023-03-24 Hospital Taiping 8 3 0 4
## 1817 2023-03-24 Hospital Seri Manjung 1 1 0 0
## 1818 2023-03-24 Hospital Tengku Ampuan Rahimah 33 4 12 16
## 1819 2023-03-24 Hospital Sultanah Nur Zahirah 0 0 0 0
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## 1821 2023-03-24 Hospital Duchess Of Kent 1 0 1 0
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## 1823 2023-03-24 Hospital Umum Sarawak 10 2 2 6
## 1824 2023-03-24 Hospital Miri 4 2 1 1
## 1825 2023-03-24 Hospital Sibu 3 0 0 3
## 1826 2023-03-24 Pusat Darah Negara 375 91 96 173
## 1827 2023-03-25 Hospital Sultanah Nora Ismail 0 0 0 0
## 1828 2023-03-25 Hospital Sultanah Aminah 26 9 4 13
## 1829 2023-03-25 Hospital Sultanah Bahiyah 37 10 11 13
## 1830 2023-03-25 Hospital Raja Perempuan Zainab Ii 33 6 13 11
## 1831 2023-03-25 Hospital Melaka 42 7 11 23
## 1832 2023-03-25 Hospital Tuanku Jaafar 0 0 0 0
## 1833 2023-03-25 Hospital Tengku Ampuan Afzan 40 6 13 17
## 1834 2023-03-25 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 1835 2023-03-25 Hospital Seberang Jaya 0 0 0 0
## 1836 2023-03-25 Hospital Pulau Pinang 95 23 25 42
## 1837 2023-03-25 Hospital Raja Permaisuri Bainun 213 54 58 83
## 1838 2023-03-25 Hospital Taiping 9 2 3 4
## 1839 2023-03-25 Hospital Seri Manjung 32 4 13 13
## 1840 2023-03-25 Hospital Tengku Ampuan Rahimah 69 14 15 37
## 1841 2023-03-25 Hospital Sultanah Nur Zahirah 119 30 38 43
## 1842 2023-03-25 Hospital Queen Elizabeth Ii 39 9 6 23
## 1843 2023-03-25 Hospital Duchess Of Kent 9 3 3 3
## 1844 2023-03-25 Hospital Tawau 68 16 21 28
## 1845 2023-03-25 Hospital Umum Sarawak 67 13 13 38
## 1846 2023-03-25 Hospital Miri 21 4 6 9
## 1847 2023-03-25 Hospital Sibu 81 20 26 31
## 1848 2023-03-25 Pusat Darah Negara 509 113 144 246
## 1849 2023-03-26 Hospital Sultanah Nora Ismail 58 14 18 23
## 1850 2023-03-26 Hospital Sultanah Aminah 59 24 12 21
## 1851 2023-03-26 Hospital Sultanah Bahiyah 90 22 22 41
## 1852 2023-03-26 Hospital Raja Perempuan Zainab Ii 26 5 10 10
## 1853 2023-03-26 Hospital Melaka 144 47 30 59
## 1854 2023-03-26 Hospital Tuanku Jaafar 41 16 5 19
## 1855 2023-03-26 Hospital Tengku Ampuan Afzan 0 0 0 0
## 1856 2023-03-26 Hospital Sultan Haji Ahmad Shah 72 19 16 34
## 1857 2023-03-26 Hospital Seberang Jaya 83 20 12 48
## 1858 2023-03-26 Hospital Pulau Pinang 112 31 24 50
## 1859 2023-03-26 Hospital Raja Permaisuri Bainun 121 28 29 59
## 1860 2023-03-26 Hospital Taiping 52 8 13 23
## 1861 2023-03-26 Hospital Seri Manjung 0 0 0 0
## 1862 2023-03-26 Hospital Tengku Ampuan Rahimah 94 23 28 39
## 1863 2023-03-26 Hospital Sultanah Nur Zahirah 32 10 9 13
## 1864 2023-03-26 Hospital Queen Elizabeth Ii 143 30 37 72
## 1865 2023-03-26 Hospital Duchess Of Kent 61 15 16 22
## 1866 2023-03-26 Hospital Tawau 83 20 21 35
## 1867 2023-03-26 Hospital Umum Sarawak 109 32 32 45
## 1868 2023-03-26 Hospital Miri 32 7 7 16
## 1869 2023-03-26 Hospital Sibu 61 11 20 26
## 1870 2023-03-26 Pusat Darah Negara 725 196 208 315
## 1871 2023-03-27 Hospital Sultanah Nora Ismail 3 0 1 2
## 1872 2023-03-27 Hospital Sultanah Aminah 31 6 9 14
## 1873 2023-03-27 Hospital Sultanah Bahiyah 24 5 5 11
## 1874 2023-03-27 Hospital Raja Perempuan Zainab Ii 22 9 1 11
## 1875 2023-03-27 Hospital Melaka 16 5 4 7
## 1876 2023-03-27 Hospital Tuanku Jaafar 16 0 6 9
## 1877 2023-03-27 Hospital Tengku Ampuan Afzan 62 16 23 19
## 1878 2023-03-27 Hospital Sultan Haji Ahmad Shah 1 0 0 1
## 1879 2023-03-27 Hospital Seberang Jaya 10 2 2 6
## 1880 2023-03-27 Hospital Pulau Pinang 34 9 4 20
## 1881 2023-03-27 Hospital Raja Permaisuri Bainun 44 12 8 24
## 1882 2023-03-27 Hospital Taiping 13 2 7 4
## 1883 2023-03-27 Hospital Seri Manjung 2 0 0 2
## 1884 2023-03-27 Hospital Tengku Ampuan Rahimah 11 5 2 4
## 1885 2023-03-27 Hospital Sultanah Nur Zahirah 46 10 10 22
## 1886 2023-03-27 Hospital Queen Elizabeth Ii 55 9 13 27
## 1887 2023-03-27 Hospital Duchess Of Kent 0 0 0 0
## 1888 2023-03-27 Hospital Tawau 1 0 0 1
## 1889 2023-03-27 Hospital Umum Sarawak 22 3 6 13
## 1890 2023-03-27 Hospital Miri 8 2 2 3
## 1891 2023-03-27 Hospital Sibu 3 0 0 3
## 1892 2023-03-27 Pusat Darah Negara 190 44 51 87
## 1893 2023-03-28 Hospital Sultanah Nora Ismail 2 1 0 0
## 1894 2023-03-28 Hospital Sultanah Aminah 42 13 9 19
## 1895 2023-03-28 Hospital Sultanah Bahiyah 32 9 4 14
## 1896 2023-03-28 Hospital Raja Perempuan Zainab Ii 74 21 21 30
## 1897 2023-03-28 Hospital Melaka 36 7 7 21
## 1898 2023-03-28 Hospital Tuanku Jaafar 24 6 9 9
## 1899 2023-03-28 Hospital Tengku Ampuan Afzan 48 9 16 18
## 1900 2023-03-28 Hospital Sultan Haji Ahmad Shah 3 0 2 1
## 1901 2023-03-28 Hospital Seberang Jaya 15 6 1 8
## 1902 2023-03-28 Hospital Pulau Pinang 46 12 14 20
## 1903 2023-03-28 Hospital Raja Permaisuri Bainun 57 12 21 23
## 1904 2023-03-28 Hospital Taiping 29 7 8 14
## 1905 2023-03-28 Hospital Seri Manjung 2 0 2 0
## 1906 2023-03-28 Hospital Tengku Ampuan Rahimah 112 32 24 48
## 1907 2023-03-28 Hospital Sultanah Nur Zahirah 39 5 14 14
## 1908 2023-03-28 Hospital Queen Elizabeth Ii 35 8 10 17
## 1909 2023-03-28 Hospital Duchess Of Kent 6 2 1 2
## 1910 2023-03-28 Hospital Tawau 2 0 0 2
## 1911 2023-03-28 Hospital Umum Sarawak 87 24 20 41
## 1912 2023-03-28 Hospital Miri 7 0 3 4
## 1913 2023-03-28 Hospital Sibu 7 1 2 2
## 1914 2023-03-28 Pusat Darah Negara 238 57 59 120
## 1915 2023-03-29 Hospital Sultanah Nora Ismail 6 1 2 2
## 1916 2023-03-29 Hospital Sultanah Aminah 43 14 10 18
## 1917 2023-03-29 Hospital Sultanah Bahiyah 36 9 8 17
## 1918 2023-03-29 Hospital Raja Perempuan Zainab Ii 82 17 31 31
## 1919 2023-03-29 Hospital Melaka 68 16 20 26
## 1920 2023-03-29 Hospital Tuanku Jaafar 20 4 4 12
## 1921 2023-03-29 Hospital Tengku Ampuan Afzan 4 0 0 3
## 1922 2023-03-29 Hospital Sultan Haji Ahmad Shah 3 0 0 3
## 1923 2023-03-29 Hospital Seberang Jaya 12 3 1 8
## 1924 2023-03-29 Hospital Pulau Pinang 54 18 13 21
## 1925 2023-03-29 Hospital Raja Permaisuri Bainun 68 17 18 32
## 1926 2023-03-29 Hospital Taiping 14 3 2 7
## 1927 2023-03-29 Hospital Seri Manjung 0 0 0 0
## 1928 2023-03-29 Hospital Tengku Ampuan Rahimah 57 14 18 24
## 1929 2023-03-29 Hospital Sultanah Nur Zahirah 37 8 10 16
## 1930 2023-03-29 Hospital Queen Elizabeth Ii 44 8 13 23
## 1931 2023-03-29 Hospital Duchess Of Kent 8 1 2 5
## 1932 2023-03-29 Hospital Tawau 9 1 1 7
## 1933 2023-03-29 Hospital Umum Sarawak 27 7 7 11
## 1934 2023-03-29 Hospital Miri 4 1 1 2
## 1935 2023-03-29 Hospital Sibu 6 3 1 2
## 1936 2023-03-29 Pusat Darah Negara 390 90 110 177
## 1937 2023-03-30 Hospital Sultanah Nora Ismail 32 7 12 12
## 1938 2023-03-30 Hospital Sultanah Aminah 73 19 22 29
## 1939 2023-03-30 Hospital Sultanah Bahiyah 33 7 12 10
## 1940 2023-03-30 Hospital Raja Perempuan Zainab Ii 36 10 11 14
## 1941 2023-03-30 Hospital Melaka 22 5 3 14
## 1942 2023-03-30 Hospital Tuanku Jaafar 14 4 3 6
## 1943 2023-03-30 Hospital Tengku Ampuan Afzan 40 14 13 13
## 1944 2023-03-30 Hospital Sultan Haji Ahmad Shah 1 0 0 1
## 1945 2023-03-30 Hospital Seberang Jaya 15 6 2 6
## 1946 2023-03-30 Hospital Pulau Pinang 35 6 10 19
## 1947 2023-03-30 Hospital Raja Permaisuri Bainun 78 14 24 37
## 1948 2023-03-30 Hospital Taiping 27 4 5 16
## 1949 2023-03-30 Hospital Seri Manjung 48 9 16 22
## 1950 2023-03-30 Hospital Tengku Ampuan Rahimah 48 9 18 18
## 1951 2023-03-30 Hospital Sultanah Nur Zahirah 62 18 21 19
## 1952 2023-03-30 Hospital Queen Elizabeth Ii 52 7 11 32
## 1953 2023-03-30 Hospital Duchess Of Kent 7 2 3 2
## 1954 2023-03-30 Hospital Tawau 2 0 0 0
## 1955 2023-03-30 Hospital Umum Sarawak 67 20 17 29
## 1956 2023-03-30 Hospital Miri 3 0 1 2
## 1957 2023-03-30 Hospital Sibu 8 2 0 5
## 1958 2023-03-30 Pusat Darah Negara 371 104 95 170
## 1959 2023-03-31 Hospital Sultanah Nora Ismail 0 0 0 0
## 1960 2023-03-31 Hospital Sultanah Aminah 13 3 3 3
## 1961 2023-03-31 Hospital Sultanah Bahiyah 106 30 26 43
## 1962 2023-03-31 Hospital Raja Perempuan Zainab Ii 36 13 10 11
## 1963 2023-03-31 Hospital Melaka 60 15 15 28
## 1964 2023-03-31 Hospital Tuanku Jaafar 84 25 26 30
## 1965 2023-03-31 Hospital Tengku Ampuan Afzan 4 1 0 3
## 1966 2023-03-31 Hospital Sultan Haji Ahmad Shah 47 10 10 21
## 1967 2023-03-31 Hospital Seberang Jaya 7 1 1 4
## 1968 2023-03-31 Hospital Pulau Pinang 34 7 13 14
## 1969 2023-03-31 Hospital Raja Permaisuri Bainun 63 18 15 30
## 1970 2023-03-31 Hospital Taiping 5 2 1 2
## 1971 2023-03-31 Hospital Seri Manjung 2 0 1 1
## 1972 2023-03-31 Hospital Tengku Ampuan Rahimah 39 10 14 13
## 1973 2023-03-31 Hospital Sultanah Nur Zahirah 70 12 27 24
## 1974 2023-03-31 Hospital Queen Elizabeth Ii 52 16 7 26
## 1975 2023-03-31 Hospital Duchess Of Kent 4 0 1 3
## 1976 2023-03-31 Hospital Tawau 4 1 1 1
## 1977 2023-03-31 Hospital Umum Sarawak 29 5 8 15
## 1978 2023-03-31 Hospital Miri 8 1 4 3
## 1979 2023-03-31 Hospital Sibu 5 3 0 2
## 1980 2023-03-31 Pusat Darah Negara 305 82 92 122
## 1981 2023-04-01 Hospital Sultanah Nora Ismail 66 15 15 35
## 1982 2023-04-01 Hospital Sultanah Aminah 113 28 24 56
## 1983 2023-04-01 Hospital Sultanah Bahiyah 30 11 9 8
## 1984 2023-04-01 Hospital Raja Perempuan Zainab Ii 0 0 0 0
## 1985 2023-04-01 Hospital Melaka 104 23 35 41
## 1986 2023-04-01 Hospital Tuanku Jaafar 24 8 7 8
## 1987 2023-04-01 Hospital Tengku Ampuan Afzan 108 26 32 43
## 1988 2023-04-01 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 1989 2023-04-01 Hospital Seberang Jaya 50 13 14 21
## 1990 2023-04-01 Hospital Pulau Pinang 52 14 8 29
## 1991 2023-04-01 Hospital Raja Permaisuri Bainun 84 16 32 36
## 1992 2023-04-01 Hospital Taiping 13 3 5 4
## 1993 2023-04-01 Hospital Seri Manjung 0 0 0 0
## 1994 2023-04-01 Hospital Tengku Ampuan Rahimah 43 10 13 19
## 1995 2023-04-01 Hospital Sultanah Nur Zahirah 73 20 20 27
## 1996 2023-04-01 Hospital Queen Elizabeth Ii 89 29 17 40
## 1997 2023-04-01 Hospital Duchess Of Kent 38 8 14 14
## 1998 2023-04-01 Hospital Tawau 20 5 1 14
## 1999 2023-04-01 Hospital Umum Sarawak 95 27 25 41
## 2000 2023-04-01 Hospital Miri 25 12 5 8
## 2001 2023-04-01 Hospital Sibu 25 6 6 12
## 2002 2023-04-01 Pusat Darah Negara 544 144 131 257
## 2003 2023-04-02 Hospital Sultanah Nora Ismail 49 11 9 25
## 2004 2023-04-02 Hospital Sultanah Aminah 120 31 24 61
## 2005 2023-04-02 Hospital Sultanah Bahiyah 17 7 6 3
## 2006 2023-04-02 Hospital Raja Perempuan Zainab Ii 63 19 14 26
## 2007 2023-04-02 Hospital Melaka 116 34 28 50
## 2008 2023-04-02 Hospital Tuanku Jaafar 0 0 0 0
## 2009 2023-04-02 Hospital Tengku Ampuan Afzan 73 27 13 29
## 2010 2023-04-02 Hospital Sultan Haji Ahmad Shah 67 23 22 22
## 2011 2023-04-02 Hospital Seberang Jaya 84 16 32 33
## 2012 2023-04-02 Hospital Pulau Pinang 54 10 19 20
## 2013 2023-04-02 Hospital Raja Permaisuri Bainun 109 25 36 47
## 2014 2023-04-02 Hospital Taiping 59 17 8 31
## 2015 2023-04-02 Hospital Seri Manjung 20 5 5 8
## 2016 2023-04-02 Hospital Tengku Ampuan Rahimah 186 44 42 99
## 2017 2023-04-02 Hospital Sultanah Nur Zahirah 44 8 15 15
## 2018 2023-04-02 Hospital Queen Elizabeth Ii 65 7 12 44
## 2019 2023-04-02 Hospital Duchess Of Kent 38 12 8 16
## 2020 2023-04-02 Hospital Tawau 0 0 0 0
## 2021 2023-04-02 Hospital Umum Sarawak 80 16 21 41
## 2022 2023-04-02 Hospital Miri 97 30 19 45
## 2023 2023-04-02 Hospital Sibu 107 19 29 53
## 2024 2023-04-02 Pusat Darah Negara 921 257 255 397
## 2025 2023-04-03 Hospital Sultanah Nora Ismail 3 1 1 1
## 2026 2023-04-03 Hospital Sultanah Aminah 60 17 14 25
## 2027 2023-04-03 Hospital Sultanah Bahiyah 25 6 6 11
## 2028 2023-04-03 Hospital Raja Perempuan Zainab Ii 41 15 11 11
## 2029 2023-04-03 Hospital Melaka 39 7 8 22
## 2030 2023-04-03 Hospital Tuanku Jaafar 21 6 5 9
## 2031 2023-04-03 Hospital Tengku Ampuan Afzan 3 0 3 0
## 2032 2023-04-03 Hospital Sultan Haji Ahmad Shah 5 0 2 2
## 2033 2023-04-03 Hospital Seberang Jaya 7 0 6 1
## 2034 2023-04-03 Hospital Pulau Pinang 26 6 5 14
## 2035 2023-04-03 Hospital Raja Permaisuri Bainun 41 10 8 21
## 2036 2023-04-03 Hospital Taiping 9 2 1 6
## 2037 2023-04-03 Hospital Seri Manjung 2 0 1 1
## 2038 2023-04-03 Hospital Tengku Ampuan Rahimah 10 3 2 5
## 2039 2023-04-03 Hospital Sultanah Nur Zahirah 48 8 13 25
## 2040 2023-04-03 Hospital Queen Elizabeth Ii 92 23 23 44
## 2041 2023-04-03 Hospital Duchess Of Kent 3 0 0 3
## 2042 2023-04-03 Hospital Tawau 1 1 0 0
## 2043 2023-04-03 Hospital Umum Sarawak 21 3 7 9
## 2044 2023-04-03 Hospital Miri 12 3 2 7
## 2045 2023-04-03 Hospital Sibu 2 0 0 2
## 2046 2023-04-03 Pusat Darah Negara 202 57 67 76
## 2047 2023-04-04 Hospital Sultanah Nora Ismail 6 1 2 3
## 2048 2023-04-04 Hospital Sultanah Aminah 60 10 24 22
## 2049 2023-04-04 Hospital Sultanah Bahiyah 32 5 10 15
## 2050 2023-04-04 Hospital Raja Perempuan Zainab Ii 27 6 10 10
## 2051 2023-04-04 Hospital Melaka 93 19 32 36
## 2052 2023-04-04 Hospital Tuanku Jaafar 21 4 4 12
## 2053 2023-04-04 Hospital Tengku Ampuan Afzan 54 10 12 29
## 2054 2023-04-04 Hospital Sultan Haji Ahmad Shah 1 0 1 0
## 2055 2023-04-04 Hospital Seberang Jaya 9 4 3 2
## 2056 2023-04-04 Hospital Pulau Pinang 85 18 20 37
## 2057 2023-04-04 Hospital Raja Permaisuri Bainun 52 10 19 23
## 2058 2023-04-04 Hospital Taiping 52 12 12 23
## 2059 2023-04-04 Hospital Seri Manjung 2 0 0 2
## 2060 2023-04-04 Hospital Tengku Ampuan Rahimah 87 26 24 33
## 2061 2023-04-04 Hospital Sultanah Nur Zahirah 27 6 8 8
## 2062 2023-04-04 Hospital Queen Elizabeth Ii 85 16 27 37
## 2063 2023-04-04 Hospital Duchess Of Kent 7 0 2 5
## 2064 2023-04-04 Hospital Tawau 10 2 2 5
## 2065 2023-04-04 Hospital Umum Sarawak 31 9 8 13
## 2066 2023-04-04 Hospital Miri 7 1 2 3
## 2067 2023-04-04 Hospital Sibu 14 1 3 9
## 2068 2023-04-04 Pusat Darah Negara 194 45 51 93
## 2069 2023-04-05 Hospital Sultanah Nora Ismail 5 2 0 3
## 2070 2023-04-05 Hospital Sultanah Aminah 45 9 9 23
## 2071 2023-04-05 Hospital Sultanah Bahiyah 14 3 6 3
## 2072 2023-04-05 Hospital Raja Perempuan Zainab Ii 29 10 7 12
## 2073 2023-04-05 Hospital Melaka 135 36 33 56
## 2074 2023-04-05 Hospital Tuanku Jaafar 15 3 5 7
## 2075 2023-04-05 Hospital Tengku Ampuan Afzan 2 0 2 0
## 2076 2023-04-05 Hospital Sultan Haji Ahmad Shah 2 0 0 2
## 2077 2023-04-05 Hospital Seberang Jaya 11 3 2 6
## 2078 2023-04-05 Hospital Pulau Pinang 42 12 6 20
## 2079 2023-04-05 Hospital Raja Permaisuri Bainun 36 5 13 17
## 2080 2023-04-05 Hospital Taiping 6 3 1 2
## 2081 2023-04-05 Hospital Seri Manjung 20 2 6 11
## 2082 2023-04-05 Hospital Tengku Ampuan Rahimah 54 12 12 24
## 2083 2023-04-05 Hospital Sultanah Nur Zahirah 92 25 29 31
## 2084 2023-04-05 Hospital Queen Elizabeth Ii 54 5 13 30
## 2085 2023-04-05 Hospital Duchess Of Kent 19 1 5 9
## 2086 2023-04-05 Hospital Tawau 0 0 0 0
## 2087 2023-04-05 Hospital Umum Sarawak 21 3 5 10
## 2088 2023-04-05 Hospital Miri 29 9 6 13
## 2089 2023-04-05 Hospital Sibu 3 2 0 1
## 2090 2023-04-05 Pusat Darah Negara 216 54 54 104
## 2091 2023-04-06 Hospital Sultanah Nora Ismail 29 4 6 18
## 2092 2023-04-06 Hospital Sultanah Aminah 49 12 12 18
## 2093 2023-04-06 Hospital Sultanah Bahiyah 21 4 10 7
## 2094 2023-04-06 Hospital Raja Perempuan Zainab Ii 22 7 8 7
## 2095 2023-04-06 Hospital Melaka 32 5 8 17
## 2096 2023-04-06 Hospital Tuanku Jaafar 11 2 2 7
## 2097 2023-04-06 Hospital Tengku Ampuan Afzan 33 9 6 18
## 2098 2023-04-06 Hospital Sultan Haji Ahmad Shah 16 7 3 5
## 2099 2023-04-06 Hospital Seberang Jaya 12 2 5 5
## 2100 2023-04-06 Hospital Pulau Pinang 98 20 26 50
## 2101 2023-04-06 Hospital Raja Permaisuri Bainun 64 24 20 18
## 2102 2023-04-06 Hospital Taiping 33 7 6 17
## 2103 2023-04-06 Hospital Seri Manjung 3 1 1 1
## 2104 2023-04-06 Hospital Tengku Ampuan Rahimah 93 29 23 34
## 2105 2023-04-06 Hospital Sultanah Nur Zahirah 91 18 29 33
## 2106 2023-04-06 Hospital Queen Elizabeth Ii 21 1 4 15
## 2107 2023-04-06 Hospital Duchess Of Kent 40 6 15 17
## 2108 2023-04-06 Hospital Tawau 27 7 3 17
## 2109 2023-04-06 Hospital Umum Sarawak 35 6 13 13
## 2110 2023-04-06 Hospital Miri 10 3 0 5
## 2111 2023-04-06 Hospital Sibu 7 1 1 3
## 2112 2023-04-06 Pusat Darah Negara 433 107 135 177
## 2113 2023-04-07 Hospital Sultanah Nora Ismail 21 5 8 7
## 2114 2023-04-07 Hospital Sultanah Aminah 27 3 8 15
## 2115 2023-04-07 Hospital Sultanah Bahiyah 27 5 12 9
## 2116 2023-04-07 Hospital Raja Perempuan Zainab Ii 29 9 9 9
## 2117 2023-04-07 Hospital Melaka 58 12 19 22
## 2118 2023-04-07 Hospital Tuanku Jaafar 14 5 5 4
## 2119 2023-04-07 Hospital Tengku Ampuan Afzan 3 0 1 1
## 2120 2023-04-07 Hospital Sultan Haji Ahmad Shah 1 0 1 0
## 2121 2023-04-07 Hospital Seberang Jaya 5 1 2 2
## 2122 2023-04-07 Hospital Pulau Pinang 26 8 5 12
## 2123 2023-04-07 Hospital Raja Permaisuri Bainun 54 15 9 26
## 2124 2023-04-07 Hospital Taiping 10 4 2 3
## 2125 2023-04-07 Hospital Seri Manjung 1 0 0 1
## 2126 2023-04-07 Hospital Tengku Ampuan Rahimah 73 15 27 28
## 2127 2023-04-07 Hospital Sultanah Nur Zahirah 86 18 26 39
## 2128 2023-04-07 Hospital Queen Elizabeth Ii 48 8 13 26
## 2129 2023-04-07 Hospital Duchess Of Kent 8 1 5 1
## 2130 2023-04-07 Hospital Tawau 26 8 4 12
## 2131 2023-04-07 Hospital Umum Sarawak 68 24 20 24
## 2132 2023-04-07 Hospital Miri 0 0 0 0
## 2133 2023-04-07 Hospital Sibu 22 4 6 8
## 2134 2023-04-07 Pusat Darah Negara 392 107 101 159
## 2135 2023-04-08 Hospital Sultanah Nora Ismail 0 0 0 0
## 2136 2023-04-08 Hospital Sultanah Aminah 122 28 35 55
## 2137 2023-04-08 Hospital Sultanah Bahiyah 17 6 4 7
## 2138 2023-04-08 Hospital Raja Perempuan Zainab Ii 21 3 7 10
## 2139 2023-04-08 Hospital Melaka 72 20 26 24
## 2140 2023-04-08 Hospital Tuanku Jaafar 38 14 9 14
## 2141 2023-04-08 Hospital Tengku Ampuan Afzan 35 10 4 18
## 2142 2023-04-08 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 2143 2023-04-08 Hospital Seberang Jaya 65 15 11 35
## 2144 2023-04-08 Hospital Pulau Pinang 40 11 11 14
## 2145 2023-04-08 Hospital Raja Permaisuri Bainun 64 18 14 29
## 2146 2023-04-08 Hospital Taiping 19 7 2 9
## 2147 2023-04-08 Hospital Seri Manjung 17 8 5 4
## 2148 2023-04-08 Hospital Tengku Ampuan Rahimah 0 0 0 0
## 2149 2023-04-08 Hospital Sultanah Nur Zahirah 64 16 19 25
## 2150 2023-04-08 Hospital Queen Elizabeth Ii 79 22 15 38
## 2151 2023-04-08 Hospital Duchess Of Kent 0 0 0 0
## 2152 2023-04-08 Hospital Tawau 0 0 0 0
## 2153 2023-04-08 Hospital Umum Sarawak 67 22 22 18
## 2154 2023-04-08 Hospital Miri 37 7 11 16
## 2155 2023-04-08 Hospital Sibu 48 8 16 21
## 2156 2023-04-08 Pusat Darah Negara 872 219 212 389
## 2157 2023-04-09 Hospital Sultanah Nora Ismail 46 8 14 19
## 2158 2023-04-09 Hospital Sultanah Aminah 203 50 39 108
## 2159 2023-04-09 Hospital Sultanah Bahiyah 130 30 41 55
## 2160 2023-04-09 Hospital Raja Perempuan Zainab Ii 14 3 3 7
## 2161 2023-04-09 Hospital Melaka 121 42 23 51
## 2162 2023-04-09 Hospital Tuanku Jaafar 23 4 7 12
## 2163 2023-04-09 Hospital Tengku Ampuan Afzan 101 35 19 43
## 2164 2023-04-09 Hospital Sultan Haji Ahmad Shah 114 32 33 46
## 2165 2023-04-09 Hospital Seberang Jaya 119 23 30 61
## 2166 2023-04-09 Hospital Pulau Pinang 164 48 35 77
## 2167 2023-04-09 Hospital Raja Permaisuri Bainun 331 80 93 143
## 2168 2023-04-09 Hospital Taiping 28 8 9 11
## 2169 2023-04-09 Hospital Seri Manjung 0 0 0 0
## 2170 2023-04-09 Hospital Tengku Ampuan Rahimah 325 84 68 160
## 2171 2023-04-09 Hospital Sultanah Nur Zahirah 48 15 15 15
## 2172 2023-04-09 Hospital Queen Elizabeth Ii 38 12 6 20
## 2173 2023-04-09 Hospital Duchess Of Kent 65 18 19 22
## 2174 2023-04-09 Hospital Tawau 52 19 14 18
## 2175 2023-04-09 Hospital Umum Sarawak 159 48 41 55
## 2176 2023-04-09 Hospital Miri 28 5 11 11
## 2177 2023-04-09 Hospital Sibu 77 18 19 35
## 2178 2023-04-09 Pusat Darah Negara 1015 265 271 414
## 2179 2023-04-10 Hospital Sultanah Nora Ismail 1 0 0 1
## 2180 2023-04-10 Hospital Sultanah Aminah 63 23 15 20
## 2181 2023-04-10 Hospital Sultanah Bahiyah 25 4 12 7
## 2182 2023-04-10 Hospital Raja Perempuan Zainab Ii 31 11 11 8
## 2183 2023-04-10 Hospital Melaka 141 40 46 44
## 2184 2023-04-10 Hospital Tuanku Jaafar 17 3 1 11
## 2185 2023-04-10 Hospital Tengku Ampuan Afzan 5 1 0 4
## 2186 2023-04-10 Hospital Sultan Haji Ahmad Shah 4 1 0 3
## 2187 2023-04-10 Hospital Seberang Jaya 9 2 4 3
## 2188 2023-04-10 Hospital Pulau Pinang 30 6 9 13
## 2189 2023-04-10 Hospital Raja Permaisuri Bainun 38 8 9 20
## 2190 2023-04-10 Hospital Taiping 11 5 4 2
## 2191 2023-04-10 Hospital Seri Manjung 2 0 0 2
## 2192 2023-04-10 Hospital Tengku Ampuan Rahimah 4 1 3 0
## 2193 2023-04-10 Hospital Sultanah Nur Zahirah 36 8 10 13
## 2194 2023-04-10 Hospital Queen Elizabeth Ii 48 12 11 23
## 2195 2023-04-10 Hospital Duchess Of Kent 0 0 0 0
## 2196 2023-04-10 Hospital Tawau 6 3 0 3
## 2197 2023-04-10 Hospital Umum Sarawak 24 3 7 11
## 2198 2023-04-10 Hospital Miri 5 1 1 3
## 2199 2023-04-10 Hospital Sibu 5 2 1 2
## 2200 2023-04-10 Pusat Darah Negara 172 46 40 73
## 2201 2023-04-11 Hospital Sultanah Nora Ismail 3 0 0 3
## 2202 2023-04-11 Hospital Sultanah Aminah 71 17 18 33
## 2203 2023-04-11 Hospital Sultanah Bahiyah 32 5 13 13
## 2204 2023-04-11 Hospital Raja Perempuan Zainab Ii 11 5 1 4
## 2205 2023-04-11 Hospital Melaka 117 29 30 49
## 2206 2023-04-11 Hospital Tuanku Jaafar 14 4 7 3
## 2207 2023-04-11 Hospital Tengku Ampuan Afzan 79 24 24 30
## 2208 2023-04-11 Hospital Sultan Haji Ahmad Shah 1 0 1 0
## 2209 2023-04-11 Hospital Seberang Jaya 6 3 2 0
## 2210 2023-04-11 Hospital Pulau Pinang 96 21 24 41
## 2211 2023-04-11 Hospital Raja Permaisuri Bainun 53 22 17 14
## 2212 2023-04-11 Hospital Taiping 61 15 18 20
## 2213 2023-04-11 Hospital Seri Manjung 20 4 5 8
## 2214 2023-04-11 Hospital Tengku Ampuan Rahimah 75 17 23 34
## 2215 2023-04-11 Hospital Sultanah Nur Zahirah 56 14 20 18
## 2216 2023-04-11 Hospital Queen Elizabeth Ii 17 3 4 9
## 2217 2023-04-11 Hospital Duchess Of Kent 8 2 3 3
## 2218 2023-04-11 Hospital Tawau 14 3 3 7
## 2219 2023-04-11 Hospital Umum Sarawak 25 9 6 9
## 2220 2023-04-11 Hospital Miri 8 4 2 1
## 2221 2023-04-11 Hospital Sibu 13 4 6 3
## 2222 2023-04-11 Pusat Darah Negara 438 113 124 175
## 2223 2023-04-12 Hospital Sultanah Nora Ismail 3 0 0 3
## 2224 2023-04-12 Hospital Sultanah Aminah 66 15 15 33
## 2225 2023-04-12 Hospital Sultanah Bahiyah 27 8 5 10
## 2226 2023-04-12 Hospital Raja Perempuan Zainab Ii 29 9 7 12
## 2227 2023-04-12 Hospital Melaka 86 27 17 34
## 2228 2023-04-12 Hospital Tuanku Jaafar 77 20 17 33
## 2229 2023-04-12 Hospital Tengku Ampuan Afzan 2 0 1 1
## 2230 2023-04-12 Hospital Sultan Haji Ahmad Shah 45 6 11 19
## 2231 2023-04-12 Hospital Seberang Jaya 43 10 14 16
## 2232 2023-04-12 Hospital Pulau Pinang 104 30 23 46
## 2233 2023-04-12 Hospital Raja Permaisuri Bainun 58 17 19 21
## 2234 2023-04-12 Hospital Taiping 58 15 12 27
## 2235 2023-04-12 Hospital Seri Manjung 2 0 1 1
## 2236 2023-04-12 Hospital Tengku Ampuan Rahimah 68 16 19 29
## 2237 2023-04-12 Hospital Sultanah Nur Zahirah 50 12 12 20
## 2238 2023-04-12 Hospital Queen Elizabeth Ii 19 3 6 8
## 2239 2023-04-12 Hospital Duchess Of Kent 2 1 1 0
## 2240 2023-04-12 Hospital Tawau 2 0 0 2
## 2241 2023-04-12 Hospital Umum Sarawak 19 5 4 9
## 2242 2023-04-12 Hospital Miri 5 1 3 1
## 2243 2023-04-12 Hospital Sibu 4 2 0 2
## 2244 2023-04-12 Pusat Darah Negara 359 77 95 167
## 2245 2023-04-13 Hospital Sultanah Nora Ismail 35 9 9 14
## 2246 2023-04-13 Hospital Sultanah Aminah 26 7 9 9
## 2247 2023-04-13 Hospital Sultanah Bahiyah 22 8 2 10
## 2248 2023-04-13 Hospital Raja Perempuan Zainab Ii 15 4 7 3
## 2249 2023-04-13 Hospital Melaka 193 41 60 79
## 2250 2023-04-13 Hospital Tuanku Jaafar 10 3 3 3
## 2251 2023-04-13 Hospital Tengku Ampuan Afzan 61 15 19 24
## 2252 2023-04-13 Hospital Sultan Haji Ahmad Shah 4 0 2 2
## 2253 2023-04-13 Hospital Seberang Jaya 37 4 17 14
## 2254 2023-04-13 Hospital Pulau Pinang 36 5 14 15
## 2255 2023-04-13 Hospital Raja Permaisuri Bainun 56 15 17 22
## 2256 2023-04-13 Hospital Taiping 11 2 3 4
## 2257 2023-04-13 Hospital Seri Manjung 22 7 5 10
## 2258 2023-04-13 Hospital Tengku Ampuan Rahimah 85 17 33 30
## 2259 2023-04-13 Hospital Sultanah Nur Zahirah 50 14 15 17
## 2260 2023-04-13 Hospital Queen Elizabeth Ii 66 11 19 33
## 2261 2023-04-13 Hospital Duchess Of Kent 36 9 9 16
## 2262 2023-04-13 Hospital Tawau 7 2 3 2
## 2263 2023-04-13 Hospital Umum Sarawak 18 6 5 7
## 2264 2023-04-13 Hospital Miri 4 2 1 1
## 2265 2023-04-13 Hospital Sibu 6 4 0 0
## 2266 2023-04-13 Pusat Darah Negara 245 59 66 109
## 2267 2023-04-14 Hospital Sultanah Nora Ismail 31 7 8 13
## 2268 2023-04-14 Hospital Sultanah Aminah 12 8 1 3
## 2269 2023-04-14 Hospital Sultanah Bahiyah 73 14 15 37
## 2270 2023-04-14 Hospital Raja Perempuan Zainab Ii 38 7 11 19
## 2271 2023-04-14 Hospital Melaka 6 1 2 3
## 2272 2023-04-14 Hospital Tuanku Jaafar 52 14 21 12
## 2273 2023-04-14 Hospital Tengku Ampuan Afzan 3 1 0 2
## 2274 2023-04-14 Hospital Sultan Haji Ahmad Shah 33 7 11 15
## 2275 2023-04-14 Hospital Seberang Jaya 9 1 3 4
## 2276 2023-04-14 Hospital Pulau Pinang 27 3 9 9
## 2277 2023-04-14 Hospital Raja Permaisuri Bainun 69 16 19 30
## 2278 2023-04-14 Hospital Taiping 16 3 6 6
## 2279 2023-04-14 Hospital Seri Manjung 0 0 0 0
## 2280 2023-04-14 Hospital Tengku Ampuan Rahimah 46 9 14 19
## 2281 2023-04-14 Hospital Sultanah Nur Zahirah 76 14 19 36
## 2282 2023-04-14 Hospital Queen Elizabeth Ii 30 8 11 10
## 2283 2023-04-14 Hospital Duchess Of Kent 4 0 2 2
## 2284 2023-04-14 Hospital Tawau 16 1 3 11
## 2285 2023-04-14 Hospital Umum Sarawak 16 4 4 6
## 2286 2023-04-14 Hospital Miri 7 0 2 4
## 2287 2023-04-14 Hospital Sibu 6 1 3 2
## 2288 2023-04-14 Pusat Darah Negara 295 65 83 128
## 2289 2023-04-15 Hospital Sultanah Nora Ismail 0 0 0 0
## 2290 2023-04-15 Hospital Sultanah Aminah 94 26 22 40
## 2291 2023-04-15 Hospital Sultanah Bahiyah 17 5 4 8
## 2292 2023-04-15 Hospital Raja Perempuan Zainab Ii 33 8 7 17
## 2293 2023-04-15 Hospital Melaka 71 19 21 28
## 2294 2023-04-15 Hospital Tuanku Jaafar 31 9 8 13
## 2295 2023-04-15 Hospital Tengku Ampuan Afzan 101 31 27 43
## 2296 2023-04-15 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 2297 2023-04-15 Hospital Seberang Jaya 0 0 0 0
## 2298 2023-04-15 Hospital Pulau Pinang 56 12 17 24
## 2299 2023-04-15 Hospital Raja Permaisuri Bainun 65 21 15 29
## 2300 2023-04-15 Hospital Taiping 0 0 0 0
## 2301 2023-04-15 Hospital Seri Manjung 0 0 0 0
## 2302 2023-04-15 Hospital Tengku Ampuan Rahimah 106 25 27 44
## 2303 2023-04-15 Hospital Sultanah Nur Zahirah 64 15 22 20
## 2304 2023-04-15 Hospital Queen Elizabeth Ii 134 31 16 82
## 2305 2023-04-15 Hospital Duchess Of Kent 11 2 4 5
## 2306 2023-04-15 Hospital Tawau 19 4 7 6
## 2307 2023-04-15 Hospital Umum Sarawak 70 12 21 28
## 2308 2023-04-15 Hospital Miri 33 9 13 8
## 2309 2023-04-15 Hospital Sibu 0 0 0 0
## 2310 2023-04-15 Pusat Darah Negara 672 181 189 277
## 2311 2023-04-16 Hospital Sultanah Nora Ismail 61 12 20 24
## 2312 2023-04-16 Hospital Sultanah Aminah 199 46 46 100
## 2313 2023-04-16 Hospital Sultanah Bahiyah 94 23 26 37
## 2314 2023-04-16 Hospital Raja Perempuan Zainab Ii 61 10 13 36
## 2315 2023-04-16 Hospital Melaka 75 18 17 33
## 2316 2023-04-16 Hospital Tuanku Jaafar 67 12 14 35
## 2317 2023-04-16 Hospital Tengku Ampuan Afzan 113 26 27 52
## 2318 2023-04-16 Hospital Sultan Haji Ahmad Shah 77 20 18 34
## 2319 2023-04-16 Hospital Seberang Jaya 121 26 32 56
## 2320 2023-04-16 Hospital Pulau Pinang 103 25 20 50
## 2321 2023-04-16 Hospital Raja Permaisuri Bainun 242 60 51 119
## 2322 2023-04-16 Hospital Taiping 55 20 12 18
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## 2324 2023-04-16 Hospital Tengku Ampuan Rahimah 218 66 36 101
## 2325 2023-04-16 Hospital Sultanah Nur Zahirah 59 16 18 20
## 2326 2023-04-16 Hospital Queen Elizabeth Ii 76 16 21 33
## 2327 2023-04-16 Hospital Duchess Of Kent 23 6 7 9
## 2328 2023-04-16 Hospital Tawau 69 18 14 31
## 2329 2023-04-16 Hospital Umum Sarawak 117 27 38 45
## 2330 2023-04-16 Hospital Miri 41 11 9 18
## 2331 2023-04-16 Hospital Sibu 64 20 9 33
## 2332 2023-04-16 Pusat Darah Negara 921 248 216 409
## 2333 2023-04-17 Hospital Sultanah Nora Ismail 20 4 6 10
## 2334 2023-04-17 Hospital Sultanah Aminah 92 24 18 44
## 2335 2023-04-17 Hospital Sultanah Bahiyah 14 5 3 5
## 2336 2023-04-17 Hospital Raja Perempuan Zainab Ii 21 1 9 9
## 2337 2023-04-17 Hospital Melaka 167 49 46 57
## 2338 2023-04-17 Hospital Tuanku Jaafar 8 2 1 5
## 2339 2023-04-17 Hospital Tengku Ampuan Afzan 3 0 1 2
## 2340 2023-04-17 Hospital Sultan Haji Ahmad Shah 3 0 3 0
## 2341 2023-04-17 Hospital Seberang Jaya 15 2 6 3
## 2342 2023-04-17 Hospital Pulau Pinang 53 10 6 33
## 2343 2023-04-17 Hospital Raja Permaisuri Bainun 64 15 23 25
## 2344 2023-04-17 Hospital Taiping 6 0 2 3
## 2345 2023-04-17 Hospital Seri Manjung 40 7 9 20
## 2346 2023-04-17 Hospital Tengku Ampuan Rahimah 24 6 7 10
## 2347 2023-04-17 Hospital Sultanah Nur Zahirah 81 24 30 25
## 2348 2023-04-17 Hospital Queen Elizabeth Ii 59 17 12 21
## 2349 2023-04-17 Hospital Duchess Of Kent 7 3 2 1
## 2350 2023-04-17 Hospital Tawau 3 1 0 2
## 2351 2023-04-17 Hospital Umum Sarawak 66 17 17 27
## 2352 2023-04-17 Hospital Miri 11 0 6 5
## 2353 2023-04-17 Hospital Sibu 4 3 0 1
## 2354 2023-04-17 Pusat Darah Negara 176 39 58 69
## 2355 2023-04-18 Hospital Sultanah Nora Ismail 9 1 2 5
## 2356 2023-04-18 Hospital Sultanah Aminah 55 11 14 29
## 2357 2023-04-18 Hospital Sultanah Bahiyah 11 1 6 4
## 2358 2023-04-18 Hospital Raja Perempuan Zainab Ii 80 28 18 29
## 2359 2023-04-18 Hospital Melaka 52 12 11 27
## 2360 2023-04-18 Hospital Tuanku Jaafar 42 10 12 15
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## 2364 2023-04-18 Hospital Pulau Pinang 60 11 11 35
## 2365 2023-04-18 Hospital Raja Permaisuri Bainun 38 9 11 17
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## 2368 2023-04-18 Hospital Tengku Ampuan Rahimah 51 13 20 16
## 2369 2023-04-18 Hospital Sultanah Nur Zahirah 70 19 20 25
## 2370 2023-04-18 Hospital Queen Elizabeth Ii 50 10 8 28
## 2371 2023-04-18 Hospital Duchess Of Kent 8 1 3 4
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## 2373 2023-04-18 Hospital Umum Sarawak 45 13 13 15
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## 2375 2023-04-18 Hospital Sibu 4 0 2 2
## 2376 2023-04-18 Pusat Darah Negara 281 65 77 126
## 2377 2023-04-19 Hospital Sultanah Nora Ismail 18 7 8 2
## 2378 2023-04-19 Hospital Sultanah Aminah 64 18 22 22
## 2379 2023-04-19 Hospital Sultanah Bahiyah 16 2 8 4
## 2380 2023-04-19 Hospital Raja Perempuan Zainab Ii 65 13 15 31
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## 2397 2023-04-19 Hospital Sibu 25 6 7 10
## 2398 2023-04-19 Pusat Darah Negara 307 79 85 119
## 2399 2023-04-20 Hospital Sultanah Nora Ismail 31 4 8 17
## 2400 2023-04-20 Hospital Sultanah Aminah 56 15 19 18
## 2401 2023-04-20 Hospital Sultanah Bahiyah 7 4 2 1
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## 2420 2023-04-20 Pusat Darah Negara 187 51 52 77
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## 2508 2023-04-24 Pusat Darah Negara 421 113 108 176
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## 2510 2023-04-25 Hospital Sultanah Aminah 101 17 32 48
## 2511 2023-04-25 Hospital Sultanah Bahiyah 46 9 15 20
## 2512 2023-04-25 Hospital Raja Perempuan Zainab Ii 42 5 11 24
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## 2519 2023-04-25 Hospital Raja Permaisuri Bainun 70 16 10 36
## 2520 2023-04-25 Hospital Taiping 17 3 3 9
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## 2522 2023-04-25 Hospital Tengku Ampuan Rahimah 24 8 6 10
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## 2525 2023-04-25 Hospital Duchess Of Kent 12 2 2 8
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## 2528 2023-04-25 Hospital Miri 7 1 3 3
## 2529 2023-04-25 Hospital Sibu 3 0 1 2
## 2530 2023-04-25 Pusat Darah Negara 358 92 91 153
## 2531 2023-04-26 Hospital Sultanah Nora Ismail 20 2 8 10
## 2532 2023-04-26 Hospital Sultanah Aminah 102 21 23 50
## 2533 2023-04-26 Hospital Sultanah Bahiyah 38 5 18 11
## 2534 2023-04-26 Hospital Raja Perempuan Zainab Ii 59 25 10 20
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## 2536 2023-04-26 Hospital Tuanku Jaafar 80 19 23 30
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## 2539 2023-04-26 Hospital Seberang Jaya 15 3 3 7
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## 2541 2023-04-26 Hospital Raja Permaisuri Bainun 64 15 13 32
## 2542 2023-04-26 Hospital Taiping 15 4 3 8
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## 2544 2023-04-26 Hospital Tengku Ampuan Rahimah 36 2 16 18
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## 2547 2023-04-26 Hospital Duchess Of Kent 8 0 3 4
## 2548 2023-04-26 Hospital Tawau 14 4 4 6
## 2549 2023-04-26 Hospital Umum Sarawak 28 5 10 11
## 2550 2023-04-26 Hospital Miri 8 3 0 5
## 2551 2023-04-26 Hospital Sibu 8 1 2 5
## 2552 2023-04-26 Pusat Darah Negara 384 101 102 167
## 2553 2023-04-27 Hospital Sultanah Nora Ismail 21 5 1 12
## 2554 2023-04-27 Hospital Sultanah Aminah 94 28 25 39
## 2555 2023-04-27 Hospital Sultanah Bahiyah 45 8 15 17
## 2556 2023-04-27 Hospital Raja Perempuan Zainab Ii 41 16 11 12
## 2557 2023-04-27 Hospital Melaka 56 20 15 19
## 2558 2023-04-27 Hospital Tuanku Jaafar 97 21 24 45
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## 2574 2023-04-27 Pusat Darah Negara 340 80 114 132
## 2575 2023-04-28 Hospital Sultanah Nora Ismail 0 0 0 0
## 2576 2023-04-28 Hospital Sultanah Aminah 0 0 0 0
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## 2596 2023-04-28 Pusat Darah Negara 369 93 118 145
## 2597 2023-04-29 Hospital Sultanah Nora Ismail 68 25 14 26
## 2598 2023-04-29 Hospital Sultanah Aminah 54 16 7 26
## 2599 2023-04-29 Hospital Sultanah Bahiyah 44 12 10 19
## 2600 2023-04-29 Hospital Raja Perempuan Zainab Ii 85 27 27 26
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## 2613 2023-04-29 Hospital Duchess Of Kent 39 11 2 25
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## 2619 2023-04-30 Hospital Sultanah Nora Ismail 114 25 27 57
## 2620 2023-04-30 Hospital Sultanah Aminah 183 44 55 78
## 2621 2023-04-30 Hospital Sultanah Bahiyah 43 8 8 23
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## 2635 2023-04-30 Hospital Duchess Of Kent 131 42 23 58
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## 2638 2023-04-30 Hospital Miri 81 27 16 33
## 2639 2023-04-30 Hospital Sibu 113 37 29 40
## 2640 2023-04-30 Pusat Darah Negara 883 236 222 381
## 2641 2023-05-01 Hospital Sultanah Nora Ismail 92 25 20 38
## 2642 2023-05-01 Hospital Sultanah Aminah 87 18 21 44
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## 2662 2023-05-01 Pusat Darah Negara 1425 382 341 624
## 2663 2023-05-02 Hospital Sultanah Nora Ismail 9 3 2 3
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## 2706 2023-05-03 Pusat Darah Negara 323 80 79 140
## 2707 2023-05-04 Hospital Sultanah Nora Ismail 62 15 18 25
## 2708 2023-05-04 Hospital Sultanah Aminah 103 32 19 49
## 2709 2023-05-04 Hospital Sultanah Bahiyah 50 17 13 19
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## 2728 2023-05-04 Pusat Darah Negara 1369 351 322 603
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## 2745 2023-05-05 Hospital Duchess Of Kent 3 1 1 1
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## 2752 2023-05-06 Hospital Sultanah Aminah 140 35 32 61
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## 2838 2023-05-09 Pusat Darah Negara 353 82 103 158
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## 3102 2023-05-21 Pusat Darah Negara 883 212 226 394
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## 3123 2023-05-22 Hospital Sibu 7 2 1 3
## 3124 2023-05-22 Pusat Darah Negara 361 86 96 165
## 3125 2023-05-23 Hospital Sultanah Nora Ismail 41 4 20 14
## 3126 2023-05-23 Hospital Sultanah Aminah 74 22 16 32
## 3127 2023-05-23 Hospital Sultanah Bahiyah 69 12 21 34
## 3128 2023-05-23 Hospital Raja Perempuan Zainab Ii 76 19 18 36
## 3129 2023-05-23 Hospital Melaka 107 33 27 41
## 3130 2023-05-23 Hospital Tuanku Jaafar 28 10 5 13
## 3131 2023-05-23 Hospital Tengku Ampuan Afzan 9 2 3 3
## 3132 2023-05-23 Hospital Sultan Haji Ahmad Shah 30 6 5 13
## 3133 2023-05-23 Hospital Seberang Jaya 25 5 6 12
## 3134 2023-05-23 Hospital Pulau Pinang 77 24 19 27
## 3135 2023-05-23 Hospital Raja Permaisuri Bainun 57 12 12 32
## 3136 2023-05-23 Hospital Taiping 57 15 13 27
## 3137 2023-05-23 Hospital Seri Manjung 6 2 0 4
## 3138 2023-05-23 Hospital Tengku Ampuan Rahimah 78 18 25 33
## 3139 2023-05-23 Hospital Sultanah Nur Zahirah 26 5 9 11
## 3140 2023-05-23 Hospital Queen Elizabeth Ii 53 8 16 25
## 3141 2023-05-23 Hospital Duchess Of Kent 16 1 1 13
## 3142 2023-05-23 Hospital Tawau 12 5 2 4
## 3143 2023-05-23 Hospital Umum Sarawak 114 41 29 39
## 3144 2023-05-23 Hospital Miri 3 1 1 1
## 3145 2023-05-23 Hospital Sibu 12 4 5 3
## 3146 2023-05-23 Pusat Darah Negara 260 62 68 122
## 3147 2023-05-24 Hospital Sultanah Nora Ismail 5 1 1 1
## 3148 2023-05-24 Hospital Sultanah Aminah 106 26 31 46
## 3149 2023-05-24 Hospital Sultanah Bahiyah 53 13 12 27
## 3150 2023-05-24 Hospital Raja Perempuan Zainab Ii 20 3 3 11
## 3151 2023-05-24 Hospital Melaka 16 5 5 5
## 3152 2023-05-24 Hospital Tuanku Jaafar 78 19 21 38
## 3153 2023-05-24 Hospital Tengku Ampuan Afzan 107 31 34 36
## 3154 2023-05-24 Hospital Sultan Haji Ahmad Shah 13 5 6 2
## 3155 2023-05-24 Hospital Seberang Jaya 39 10 13 16
## 3156 2023-05-24 Hospital Pulau Pinang 68 16 19 27
## 3157 2023-05-24 Hospital Raja Permaisuri Bainun 138 35 44 47
## 3158 2023-05-24 Hospital Taiping 18 4 5 7
## 3159 2023-05-24 Hospital Seri Manjung 5 2 1 1
## 3160 2023-05-24 Hospital Tengku Ampuan Rahimah 62 16 12 30
## 3161 2023-05-24 Hospital Sultanah Nur Zahirah 9 3 1 4
## 3162 2023-05-24 Hospital Queen Elizabeth Ii 62 28 12 20
## 3163 2023-05-24 Hospital Duchess Of Kent 10 2 4 4
## 3164 2023-05-24 Hospital Tawau 7 2 0 5
## 3165 2023-05-24 Hospital Umum Sarawak 25 7 4 12
## 3166 2023-05-24 Hospital Miri 56 16 13 23
## 3167 2023-05-24 Hospital Sibu 4 0 2 2
## 3168 2023-05-24 Pusat Darah Negara 507 130 135 211
## 3169 2023-05-25 Hospital Sultanah Nora Ismail 5 3 0 2
## 3170 2023-05-25 Hospital Sultanah Aminah 89 22 24 40
## 3171 2023-05-25 Hospital Sultanah Bahiyah 33 10 9 11
## 3172 2023-05-25 Hospital Raja Perempuan Zainab Ii 22 8 6 6
## 3173 2023-05-25 Hospital Melaka 72 12 24 33
## 3174 2023-05-25 Hospital Tuanku Jaafar 30 4 10 16
## 3175 2023-05-25 Hospital Tengku Ampuan Afzan 6 0 2 4
## 3176 2023-05-25 Hospital Sultan Haji Ahmad Shah 2 0 2 0
## 3177 2023-05-25 Hospital Seberang Jaya 63 11 18 30
## 3178 2023-05-25 Hospital Pulau Pinang 17 5 0 12
## 3179 2023-05-25 Hospital Raja Permaisuri Bainun 39 12 10 16
## 3180 2023-05-25 Hospital Taiping 31 11 9 9
## 3181 2023-05-25 Hospital Seri Manjung 24 3 9 9
## 3182 2023-05-25 Hospital Tengku Ampuan Rahimah 33 11 6 14
## 3183 2023-05-25 Hospital Sultanah Nur Zahirah 59 12 15 29
## 3184 2023-05-25 Hospital Queen Elizabeth Ii 48 11 13 22
## 3185 2023-05-25 Hospital Duchess Of Kent 39 10 13 15
## 3186 2023-05-25 Hospital Tawau 41 14 7 16
## 3187 2023-05-25 Hospital Umum Sarawak 66 12 19 31
## 3188 2023-05-25 Hospital Miri 8 2 1 4
## 3189 2023-05-25 Hospital Sibu 9 4 4 1
## 3190 2023-05-25 Pusat Darah Negara 507 109 140 226
## 3191 2023-05-26 Hospital Sultanah Nora Ismail 48 12 9 24
## 3192 2023-05-26 Hospital Sultanah Aminah 0 0 0 0
## 3193 2023-05-26 Hospital Sultanah Bahiyah 93 30 22 34
## 3194 2023-05-26 Hospital Raja Perempuan Zainab Ii 21 5 5 10
## 3195 2023-05-26 Hospital Melaka 11 3 2 6
## 3196 2023-05-26 Hospital Tuanku Jaafar 25 9 5 11
## 3197 2023-05-26 Hospital Tengku Ampuan Afzan 5 2 1 1
## 3198 2023-05-26 Hospital Sultan Haji Ahmad Shah 5 0 3 2
## 3199 2023-05-26 Hospital Seberang Jaya 10 1 4 5
## 3200 2023-05-26 Hospital Pulau Pinang 28 6 5 16
## 3201 2023-05-26 Hospital Raja Permaisuri Bainun 43 11 11 20
## 3202 2023-05-26 Hospital Taiping 12 3 6 3
## 3203 2023-05-26 Hospital Seri Manjung 6 2 1 3
## 3204 2023-05-26 Hospital Tengku Ampuan Rahimah 72 25 20 24
## 3205 2023-05-26 Hospital Sultanah Nur Zahirah 60 17 16 21
## 3206 2023-05-26 Hospital Queen Elizabeth Ii 62 15 9 37
## 3207 2023-05-26 Hospital Duchess Of Kent 3 0 0 3
## 3208 2023-05-26 Hospital Tawau 18 4 4 9
## 3209 2023-05-26 Hospital Umum Sarawak 33 8 9 10
## 3210 2023-05-26 Hospital Miri 3 0 2 1
## 3211 2023-05-26 Hospital Sibu 1 0 0 1
## 3212 2023-05-26 Pusat Darah Negara 350 82 89 159
## 3213 2023-05-27 Hospital Sultanah Nora Ismail 23 9 6 8
## 3214 2023-05-27 Hospital Sultanah Aminah 122 30 29 53
## 3215 2023-05-27 Hospital Sultanah Bahiyah 44 12 16 14
## 3216 2023-05-27 Hospital Raja Perempuan Zainab Ii 35 8 8 15
## 3217 2023-05-27 Hospital Melaka 89 21 16 46
## 3218 2023-05-27 Hospital Tuanku Jaafar 109 36 24 47
## 3219 2023-05-27 Hospital Tengku Ampuan Afzan 45 13 17 13
## 3220 2023-05-27 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 3221 2023-05-27 Hospital Seberang Jaya 21 3 9 4
## 3222 2023-05-27 Hospital Pulau Pinang 135 30 36 61
## 3223 2023-05-27 Hospital Raja Permaisuri Bainun 106 24 31 38
## 3224 2023-05-27 Hospital Taiping 67 18 22 23
## 3225 2023-05-27 Hospital Seri Manjung 0 0 0 0
## 3226 2023-05-27 Hospital Tengku Ampuan Rahimah 103 21 19 57
## 3227 2023-05-27 Hospital Sultanah Nur Zahirah 53 13 20 16
## 3228 2023-05-27 Hospital Queen Elizabeth Ii 50 10 13 23
## 3229 2023-05-27 Hospital Duchess Of Kent 7 1 4 2
## 3230 2023-05-27 Hospital Tawau 89 22 29 37
## 3231 2023-05-27 Hospital Umum Sarawak 140 29 42 57
## 3232 2023-05-27 Hospital Miri 60 10 13 32
## 3233 2023-05-27 Hospital Sibu 0 0 0 0
## 3234 2023-05-27 Pusat Darah Negara 645 162 178 270
## 3235 2023-05-28 Hospital Sultanah Nora Ismail 100 24 25 43
## 3236 2023-05-28 Hospital Sultanah Aminah 168 36 51 72
## 3237 2023-05-28 Hospital Sultanah Bahiyah 45 13 11 18
## 3238 2023-05-28 Hospital Raja Perempuan Zainab Ii 79 22 22 27
## 3239 2023-05-28 Hospital Melaka 147 37 38 62
## 3240 2023-05-28 Hospital Tuanku Jaafar 146 37 37 72
## 3241 2023-05-28 Hospital Tengku Ampuan Afzan 101 20 31 42
## 3242 2023-05-28 Hospital Sultan Haji Ahmad Shah 59 18 12 26
## 3243 2023-05-28 Hospital Seberang Jaya 68 14 15 33
## 3244 2023-05-28 Hospital Pulau Pinang 33 7 6 17
## 3245 2023-05-28 Hospital Raja Permaisuri Bainun 176 35 45 86
## 3246 2023-05-28 Hospital Taiping 52 14 14 20
## 3247 2023-05-28 Hospital Seri Manjung 36 9 13 13
## 3248 2023-05-28 Hospital Tengku Ampuan Rahimah 147 38 36 64
## 3249 2023-05-28 Hospital Sultanah Nur Zahirah 92 21 30 31
## 3250 2023-05-28 Hospital Queen Elizabeth Ii 106 28 28 48
## 3251 2023-05-28 Hospital Duchess Of Kent 16 5 1 10
## 3252 2023-05-28 Hospital Tawau 0 0 0 0
## 3253 2023-05-28 Hospital Umum Sarawak 88 20 24 40
## 3254 2023-05-28 Hospital Miri 108 25 24 47
## 3255 2023-05-28 Hospital Sibu 81 18 29 28
## 3256 2023-05-28 Pusat Darah Negara 831 200 216 365
## 3257 2023-05-29 Hospital Sultanah Nora Ismail 3 0 2 1
## 3258 2023-05-29 Hospital Sultanah Aminah 80 24 25 28
## 3259 2023-05-29 Hospital Sultanah Bahiyah 46 12 9 22
## 3260 2023-05-29 Hospital Raja Perempuan Zainab Ii 42 10 10 18
## 3261 2023-05-29 Hospital Melaka 11 4 2 5
## 3262 2023-05-29 Hospital Tuanku Jaafar 32 2 8 22
## 3263 2023-05-29 Hospital Tengku Ampuan Afzan 5 1 2 2
## 3264 2023-05-29 Hospital Sultan Haji Ahmad Shah 13 3 4 6
## 3265 2023-05-29 Hospital Seberang Jaya 16 6 3 6
## 3266 2023-05-29 Hospital Pulau Pinang 159 34 50 66
## 3267 2023-05-29 Hospital Raja Permaisuri Bainun 53 8 18 24
## 3268 2023-05-29 Hospital Taiping 24 3 6 12
## 3269 2023-05-29 Hospital Seri Manjung 5 3 1 1
## 3270 2023-05-29 Hospital Tengku Ampuan Rahimah 58 12 17 24
## 3271 2023-05-29 Hospital Sultanah Nur Zahirah 43 7 14 20
## 3272 2023-05-29 Hospital Queen Elizabeth Ii 85 12 23 46
## 3273 2023-05-29 Hospital Duchess Of Kent 3 0 0 3
## 3274 2023-05-29 Hospital Tawau 6 2 0 3
## 3275 2023-05-29 Hospital Umum Sarawak 33 9 10 11
## 3276 2023-05-29 Hospital Miri 4 3 0 1
## 3277 2023-05-29 Hospital Sibu 6 1 2 3
## 3278 2023-05-29 Pusat Darah Negara 413 111 109 175
## 3279 2023-05-30 Hospital Sultanah Nora Ismail 9 2 4 3
## 3280 2023-05-30 Hospital Sultanah Aminah 124 28 34 51
## 3281 2023-05-30 Hospital Sultanah Bahiyah 30 12 6 10
## 3282 2023-05-30 Hospital Raja Perempuan Zainab Ii 76 28 21 21
## 3283 2023-05-30 Hospital Melaka 74 16 25 31
## 3284 2023-05-30 Hospital Tuanku Jaafar 20 2 6 12
## 3285 2023-05-30 Hospital Tengku Ampuan Afzan 48 9 19 15
## 3286 2023-05-30 Hospital Sultan Haji Ahmad Shah 9 2 3 4
## 3287 2023-05-30 Hospital Seberang Jaya 21 6 5 10
## 3288 2023-05-30 Hospital Pulau Pinang 110 25 26 55
## 3289 2023-05-30 Hospital Raja Permaisuri Bainun 47 12 18 14
## 3290 2023-05-30 Hospital Taiping 33 10 9 11
## 3291 2023-05-30 Hospital Seri Manjung 11 1 5 4
## 3292 2023-05-30 Hospital Tengku Ampuan Rahimah 94 23 31 36
## 3293 2023-05-30 Hospital Sultanah Nur Zahirah 14 3 3 7
## 3294 2023-05-30 Hospital Queen Elizabeth Ii 24 4 6 13
## 3295 2023-05-30 Hospital Duchess Of Kent 4 0 1 3
## 3296 2023-05-30 Hospital Tawau 7 0 3 4
## 3297 2023-05-30 Hospital Umum Sarawak 50 13 18 15
## 3298 2023-05-30 Hospital Miri 6 2 0 4
## 3299 2023-05-30 Hospital Sibu 9 1 1 5
## 3300 2023-05-30 Pusat Darah Negara 644 159 191 259
## 3301 2023-05-31 Hospital Sultanah Nora Ismail 14 1 3 7
## 3302 2023-05-31 Hospital Sultanah Aminah 71 18 13 37
## 3303 2023-05-31 Hospital Sultanah Bahiyah 41 8 12 18
## 3304 2023-05-31 Hospital Raja Perempuan Zainab Ii 55 14 15 20
## 3305 2023-05-31 Hospital Melaka 105 27 28 46
## 3306 2023-05-31 Hospital Tuanku Jaafar 70 25 16 28
## 3307 2023-05-31 Hospital Tengku Ampuan Afzan 49 12 11 25
## 3308 2023-05-31 Hospital Sultan Haji Ahmad Shah 14 7 1 5
## 3309 2023-05-31 Hospital Seberang Jaya 31 10 7 12
## 3310 2023-05-31 Hospital Pulau Pinang 69 11 26 28
## 3311 2023-05-31 Hospital Raja Permaisuri Bainun 76 25 19 24
## 3312 2023-05-31 Hospital Taiping 33 6 7 19
## 3313 2023-05-31 Hospital Seri Manjung 0 0 0 0
## 3314 2023-05-31 Hospital Tengku Ampuan Rahimah 114 24 39 45
## 3315 2023-05-31 Hospital Sultanah Nur Zahirah 46 8 13 20
## 3316 2023-05-31 Hospital Queen Elizabeth Ii 28 5 7 13
## 3317 2023-05-31 Hospital Duchess Of Kent 14 7 2 4
## 3318 2023-05-31 Hospital Tawau 25 10 3 10
## 3319 2023-05-31 Hospital Umum Sarawak 54 14 16 19
## 3320 2023-05-31 Hospital Miri 4 0 0 4
## 3321 2023-05-31 Hospital Sibu 7 0 1 6
## 3322 2023-05-31 Pusat Darah Negara 561 145 145 233
## 3323 2023-06-01 Hospital Sultanah Nora Ismail 9 0 3 6
## 3324 2023-06-01 Hospital Sultanah Aminah 65 14 21 26
## 3325 2023-06-01 Hospital Sultanah Bahiyah 64 23 18 20
## 3326 2023-06-01 Hospital Raja Perempuan Zainab Ii 36 13 10 10
## 3327 2023-06-01 Hospital Melaka 80 21 19 39
## 3328 2023-06-01 Hospital Tuanku Jaafar 23 8 6 9
## 3329 2023-06-01 Hospital Tengku Ampuan Afzan 8 2 0 6
## 3330 2023-06-01 Hospital Sultan Haji Ahmad Shah 54 16 16 19
## 3331 2023-06-01 Hospital Seberang Jaya 63 15 19 27
## 3332 2023-06-01 Hospital Pulau Pinang 90 25 28 29
## 3333 2023-06-01 Hospital Raja Permaisuri Bainun 44 12 17 12
## 3334 2023-06-01 Hospital Taiping 15 5 5 5
## 3335 2023-06-01 Hospital Seri Manjung 16 2 3 11
## 3336 2023-06-01 Hospital Tengku Ampuan Rahimah 58 16 19 22
## 3337 2023-06-01 Hospital Sultanah Nur Zahirah 31 3 8 18
## 3338 2023-06-01 Hospital Queen Elizabeth Ii 47 14 14 18
## 3339 2023-06-01 Hospital Duchess Of Kent 45 8 11 22
## 3340 2023-06-01 Hospital Tawau 9 2 3 4
## 3341 2023-06-01 Hospital Umum Sarawak 0 0 0 0
## 3342 2023-06-01 Hospital Miri 0 0 0 0
## 3343 2023-06-01 Hospital Sibu 0 0 0 0
## 3344 2023-06-01 Pusat Darah Negara 481 107 149 206
## 3345 2023-06-02 Hospital Sultanah Nora Ismail 0 0 0 0
## 3346 2023-06-02 Hospital Sultanah Aminah 38 11 10 17
## 3347 2023-06-02 Hospital Sultanah Bahiyah 41 11 7 21
## 3348 2023-06-02 Hospital Raja Perempuan Zainab Ii 22 6 6 10
## 3349 2023-06-02 Hospital Melaka 15 5 7 2
## 3350 2023-06-02 Hospital Tuanku Jaafar 37 13 7 16
## 3351 2023-06-02 Hospital Tengku Ampuan Afzan 9 2 4 2
## 3352 2023-06-02 Hospital Sultan Haji Ahmad Shah 18 3 8 7
## 3353 2023-06-02 Hospital Seberang Jaya 11 4 5 2
## 3354 2023-06-02 Hospital Pulau Pinang 33 7 11 13
## 3355 2023-06-02 Hospital Raja Permaisuri Bainun 49 15 14 16
## 3356 2023-06-02 Hospital Taiping 24 5 11 7
## 3357 2023-06-02 Hospital Seri Manjung 5 2 1 2
## 3358 2023-06-02 Hospital Tengku Ampuan Rahimah 117 27 38 44
## 3359 2023-06-02 Hospital Sultanah Nur Zahirah 48 10 17 16
## 3360 2023-06-02 Hospital Queen Elizabeth Ii 28 9 4 14
## 3361 2023-06-02 Hospital Duchess Of Kent 3 1 0 2
## 3362 2023-06-02 Hospital Tawau 5 0 1 3
## 3363 2023-06-02 Hospital Umum Sarawak 0 0 0 0
## 3364 2023-06-02 Hospital Miri 0 0 0 0
## 3365 2023-06-02 Hospital Sibu 0 0 0 0
## 3366 2023-06-02 Pusat Darah Negara 420 109 110 178
## 3367 2023-06-03 Hospital Sultanah Nora Ismail 17 3 5 8
## 3368 2023-06-03 Hospital Sultanah Aminah 88 18 24 42
## 3369 2023-06-03 Hospital Sultanah Bahiyah 57 14 15 24
## 3370 2023-06-03 Hospital Raja Perempuan Zainab Ii 36 11 10 13
## 3371 2023-06-03 Hospital Melaka 124 30 37 50
## 3372 2023-06-03 Hospital Tuanku Jaafar 68 21 18 24
## 3373 2023-06-03 Hospital Tengku Ampuan Afzan 102 19 30 46
## 3374 2023-06-03 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 3375 2023-06-03 Hospital Seberang Jaya 29 5 9 12
## 3376 2023-06-03 Hospital Pulau Pinang 79 17 22 33
## 3377 2023-06-03 Hospital Raja Permaisuri Bainun 142 37 36 61
## 3378 2023-06-03 Hospital Taiping 60 25 10 23
## 3379 2023-06-03 Hospital Seri Manjung 0 0 0 0
## 3380 2023-06-03 Hospital Tengku Ampuan Rahimah 50 9 20 20
## 3381 2023-06-03 Hospital Sultanah Nur Zahirah 62 14 18 27
## 3382 2023-06-03 Hospital Queen Elizabeth Ii 27 3 11 11
## 3383 2023-06-03 Hospital Duchess Of Kent 13 7 2 4
## 3384 2023-06-03 Hospital Tawau 20 4 7 7
## 3385 2023-06-03 Hospital Umum Sarawak 57 10 20 25
## 3386 2023-06-03 Hospital Miri 35 7 7 19
## 3387 2023-06-03 Hospital Sibu 1 0 0 1
## 3388 2023-06-03 Pusat Darah Negara 678 153 191 301
## 3389 2023-06-04 Hospital Sultanah Nora Ismail 106 31 22 48
## 3390 2023-06-04 Hospital Sultanah Aminah 234 58 55 106
## 3391 2023-06-04 Hospital Sultanah Bahiyah 59 13 17 25
## 3392 2023-06-04 Hospital Raja Perempuan Zainab Ii 10 1 4 4
## 3393 2023-06-04 Hospital Melaka 132 30 34 57
## 3394 2023-06-04 Hospital Tuanku Jaafar 79 24 18 32
## 3395 2023-06-04 Hospital Tengku Ampuan Afzan 59 17 11 23
## 3396 2023-06-04 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 3397 2023-06-04 Hospital Seberang Jaya 83 18 29 33
## 3398 2023-06-04 Hospital Pulau Pinang 156 38 50 62
## 3399 2023-06-04 Hospital Raja Permaisuri Bainun 169 47 38 75
## 3400 2023-06-04 Hospital Taiping 79 16 25 34
## 3401 2023-06-04 Hospital Seri Manjung 0 0 0 0
## 3402 2023-06-04 Hospital Tengku Ampuan Rahimah 51 10 16 22
## 3403 2023-06-04 Hospital Sultanah Nur Zahirah 13 3 6 3
## 3404 2023-06-04 Hospital Queen Elizabeth Ii 60 13 18 27
## 3405 2023-06-04 Hospital Duchess Of Kent 61 10 14 34
## 3406 2023-06-04 Hospital Tawau 123 32 29 54
## 3407 2023-06-04 Hospital Umum Sarawak 194 49 59 74
## 3408 2023-06-04 Hospital Miri 0 0 0 0
## 3409 2023-06-04 Hospital Sibu 50 16 14 19
## 3410 2023-06-04 Pusat Darah Negara 1031 259 260 458
## 3411 2023-06-05 Hospital Sultanah Nora Ismail 102 27 24 49
## 3412 2023-06-05 Hospital Sultanah Aminah 156 34 46 66
## 3413 2023-06-05 Hospital Sultanah Bahiyah 48 10 18 17
## 3414 2023-06-05 Hospital Raja Perempuan Zainab Ii 46 12 14 17
## 3415 2023-06-05 Hospital Melaka 0 0 0 0
## 3416 2023-06-05 Hospital Tuanku Jaafar 0 0 0 0
## 3417 2023-06-05 Hospital Tengku Ampuan Afzan 47 10 14 16
## 3418 2023-06-05 Hospital Sultan Haji Ahmad Shah 57 13 9 30
## 3419 2023-06-05 Hospital Seberang Jaya 79 18 22 36
## 3420 2023-06-05 Hospital Pulau Pinang 42 12 11 16
## 3421 2023-06-05 Hospital Raja Permaisuri Bainun 125 26 41 54
## 3422 2023-06-05 Hospital Taiping 32 8 9 13
## 3423 2023-06-05 Hospital Seri Manjung 68 12 22 30
## 3424 2023-06-05 Hospital Tengku Ampuan Rahimah 148 55 32 52
## 3425 2023-06-05 Hospital Sultanah Nur Zahirah 75 16 23 35
## 3426 2023-06-05 Hospital Queen Elizabeth Ii 34 9 11 13
## 3427 2023-06-05 Hospital Duchess Of Kent 48 14 14 18
## 3428 2023-06-05 Hospital Tawau 0 0 0 0
## 3429 2023-06-05 Hospital Umum Sarawak 40 10 11 16
## 3430 2023-06-05 Hospital Miri 37 11 12 14
## 3431 2023-06-05 Hospital Sibu 0 0 0 0
## 3432 2023-06-05 Pusat Darah Negara 641 157 185 265
## 3433 2023-06-06 Hospital Sultanah Nora Ismail 5 0 1 4
## 3434 2023-06-06 Hospital Sultanah Aminah 110 35 26 44
## 3435 2023-06-06 Hospital Sultanah Bahiyah 27 5 9 11
## 3436 2023-06-06 Hospital Raja Perempuan Zainab Ii 64 20 14 28
## 3437 2023-06-06 Hospital Melaka 76 24 20 31
## 3438 2023-06-06 Hospital Tuanku Jaafar 143 29 51 55
## 3439 2023-06-06 Hospital Tengku Ampuan Afzan 11 1 4 6
## 3440 2023-06-06 Hospital Sultan Haji Ahmad Shah 12 3 1 8
## 3441 2023-06-06 Hospital Seberang Jaya 7 2 3 2
## 3442 2023-06-06 Hospital Pulau Pinang 103 24 25 49
## 3443 2023-06-06 Hospital Raja Permaisuri Bainun 11 2 2 7
## 3444 2023-06-06 Hospital Taiping 15 3 7 5
## 3445 2023-06-06 Hospital Seri Manjung 20 4 5 10
## 3446 2023-06-06 Hospital Tengku Ampuan Rahimah 10 2 6 1
## 3447 2023-06-06 Hospital Sultanah Nur Zahirah 83 23 22 30
## 3448 2023-06-06 Hospital Queen Elizabeth Ii 23 4 5 14
## 3449 2023-06-06 Hospital Duchess Of Kent 10 1 2 7
## 3450 2023-06-06 Hospital Tawau 6 2 3 1
## 3451 2023-06-06 Hospital Umum Sarawak 76 14 16 39
## 3452 2023-06-06 Hospital Miri 7 1 2 4
## 3453 2023-06-06 Hospital Sibu 9 2 2 4
## 3454 2023-06-06 Pusat Darah Negara 343 82 103 142
## 3455 2023-06-07 Hospital Sultanah Nora Ismail 4 0 1 3
## 3456 2023-06-07 Hospital Sultanah Aminah 88 23 18 42
## 3457 2023-06-07 Hospital Sultanah Bahiyah 27 9 5 12
## 3458 2023-06-07 Hospital Raja Perempuan Zainab Ii 89 25 18 37
## 3459 2023-06-07 Hospital Melaka 183 47 58 69
## 3460 2023-06-07 Hospital Tuanku Jaafar 94 24 30 34
## 3461 2023-06-07 Hospital Tengku Ampuan Afzan 9 5 2 2
## 3462 2023-06-07 Hospital Sultan Haji Ahmad Shah 4 1 0 2
## 3463 2023-06-07 Hospital Seberang Jaya 15 5 7 1
## 3464 2023-06-07 Hospital Pulau Pinang 79 28 16 26
## 3465 2023-06-07 Hospital Raja Permaisuri Bainun 33 5 10 17
## 3466 2023-06-07 Hospital Taiping 33 7 14 9
## 3467 2023-06-07 Hospital Seri Manjung 2 0 1 1
## 3468 2023-06-07 Hospital Tengku Ampuan Rahimah 95 27 30 31
## 3469 2023-06-07 Hospital Sultanah Nur Zahirah 6 1 1 4
## 3470 2023-06-07 Hospital Queen Elizabeth Ii 23 3 5 15
## 3471 2023-06-07 Hospital Duchess Of Kent 15 2 5 7
## 3472 2023-06-07 Hospital Tawau 9 0 1 7
## 3473 2023-06-07 Hospital Umum Sarawak 112 31 33 41
## 3474 2023-06-07 Hospital Miri 40 6 16 18
## 3475 2023-06-07 Hospital Sibu 7 2 2 2
## 3476 2023-06-07 Pusat Darah Negara 588 146 158 246
## 3477 2023-06-08 Hospital Sultanah Nora Ismail 5 1 1 3
## 3478 2023-06-08 Hospital Sultanah Aminah 98 30 23 42
## 3479 2023-06-08 Hospital Sultanah Bahiyah 55 18 10 26
## 3480 2023-06-08 Hospital Raja Perempuan Zainab Ii 15 2 5 7
## 3481 2023-06-08 Hospital Melaka 52 15 11 21
## 3482 2023-06-08 Hospital Tuanku Jaafar 85 20 29 33
## 3483 2023-06-08 Hospital Tengku Ampuan Afzan 117 23 34 47
## 3484 2023-06-08 Hospital Sultan Haji Ahmad Shah 42 13 13 14
## 3485 2023-06-08 Hospital Seberang Jaya 64 17 15 24
## 3486 2023-06-08 Hospital Pulau Pinang 70 22 18 26
## 3487 2023-06-08 Hospital Raja Permaisuri Bainun 65 13 22 26
## 3488 2023-06-08 Hospital Taiping 27 4 9 11
## 3489 2023-06-08 Hospital Seri Manjung 2 0 1 1
## 3490 2023-06-08 Hospital Tengku Ampuan Rahimah 95 28 25 33
## 3491 2023-06-08 Hospital Sultanah Nur Zahirah 50 9 16 25
## 3492 2023-06-08 Hospital Queen Elizabeth Ii 50 10 14 24
## 3493 2023-06-08 Hospital Duchess Of Kent 22 8 3 9
## 3494 2023-06-08 Hospital Tawau 5 1 3 0
## 3495 2023-06-08 Hospital Umum Sarawak 85 18 30 34
## 3496 2023-06-08 Hospital Miri 11 1 4 6
## 3497 2023-06-08 Hospital Sibu 8 1 1 4
## 3498 2023-06-08 Pusat Darah Negara 709 169 186 307
## 3499 2023-06-09 Hospital Sultanah Nora Ismail 0 0 0 0
## 3500 2023-06-09 Hospital Sultanah Aminah 20 7 2 11
## 3501 2023-06-09 Hospital Sultanah Bahiyah 118 27 32 52
## 3502 2023-06-09 Hospital Raja Perempuan Zainab Ii 19 7 2 8
## 3503 2023-06-09 Hospital Melaka 18 5 6 6
## 3504 2023-06-09 Hospital Tuanku Jaafar 88 21 31 30
## 3505 2023-06-09 Hospital Tengku Ampuan Afzan 22 4 10 7
## 3506 2023-06-09 Hospital Sultan Haji Ahmad Shah 11 6 0 5
## 3507 2023-06-09 Hospital Seberang Jaya 8 2 3 2
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## 3513 2023-06-09 Hospital Sultanah Nur Zahirah 70 18 12 30
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## 3515 2023-06-09 Hospital Duchess Of Kent 2 0 1 1
## 3516 2023-06-09 Hospital Tawau 69 8 20 37
## 3517 2023-06-09 Hospital Umum Sarawak 50 13 22 13
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## 3519 2023-06-09 Hospital Sibu 4 1 2 1
## 3520 2023-06-09 Pusat Darah Negara 594 143 167 240
## 3521 2023-06-10 Hospital Sultanah Nora Ismail 50 9 20 18
## 3522 2023-06-10 Hospital Sultanah Aminah 124 31 28 55
## 3523 2023-06-10 Hospital Sultanah Bahiyah 51 13 14 19
## 3524 2023-06-10 Hospital Raja Perempuan Zainab Ii 58 18 11 27
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## 3541 2023-06-10 Hospital Sibu 40 10 9 15
## 3542 2023-06-10 Pusat Darah Negara 718 198 193 296
## 3543 2023-06-11 Hospital Sultanah Nora Ismail 93 25 26 35
## 3544 2023-06-11 Hospital Sultanah Aminah 265 70 63 118
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## 3564 2023-06-11 Pusat Darah Negara 1312 344 374 507
## 3565 2023-06-12 Hospital Sultanah Nora Ismail 7 1 3 3
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## 3586 2023-06-12 Pusat Darah Negara 640 169 193 240
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## 3588 2023-06-13 Hospital Sultanah Aminah 87 19 25 38
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## 3608 2023-06-13 Pusat Darah Negara 576 152 149 248
## 3609 2023-06-14 Hospital Sultanah Nora Ismail 74 15 19 36
## 3610 2023-06-14 Hospital Sultanah Aminah 142 40 44 49
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## 4272 2023-07-14 Hospital Raja Perempuan Zainab Ii 65 18 17 28
## 4273 2023-07-14 Hospital Melaka 20 4 5 11
## 4274 2023-07-14 Hospital Tuanku Jaafar 22 5 6 11
## 4275 2023-07-14 Hospital Tengku Ampuan Afzan 9 0 6 2
## 4276 2023-07-14 Hospital Sultan Haji Ahmad Shah 44 13 11 14
## 4277 2023-07-14 Hospital Seberang Jaya 10 4 0 4
## 4278 2023-07-14 Hospital Pulau Pinang 32 5 9 14
## 4279 2023-07-14 Hospital Raja Permaisuri Bainun 11 3 5 1
## 4280 2023-07-14 Hospital Taiping 34 6 13 12
## 4281 2023-07-14 Hospital Seri Manjung 6 1 0 5
## 4282 2023-07-14 Hospital Tengku Ampuan Rahimah 66 18 18 24
## 4283 2023-07-14 Hospital Sultanah Nur Zahirah 82 21 23 34
## 4284 2023-07-14 Hospital Queen Elizabeth Ii 36 5 8 22
## 4285 2023-07-14 Hospital Duchess Of Kent 4 1 1 2
## 4286 2023-07-14 Hospital Tawau 1 0 0 1
## 4287 2023-07-14 Hospital Umum Sarawak 20 6 3 11
## 4288 2023-07-14 Hospital Miri 10 2 3 5
## 4289 2023-07-14 Hospital Sibu 7 1 2 3
## 4290 2023-07-14 Pusat Darah Negara 439 107 123 184
## 4291 2023-07-15 Hospital Sultanah Nora Ismail 0 0 0 0
## 4292 2023-07-15 Hospital Sultanah Aminah 90 17 26 40
## 4293 2023-07-15 Hospital Sultanah Bahiyah 59 17 21 19
## 4294 2023-07-15 Hospital Raja Perempuan Zainab Ii 49 17 8 21
## 4295 2023-07-15 Hospital Melaka 69 18 16 32
## 4296 2023-07-15 Hospital Tuanku Jaafar 0 0 0 0
## 4297 2023-07-15 Hospital Tengku Ampuan Afzan 0 0 0 0
## 4298 2023-07-15 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 4299 2023-07-15 Hospital Seberang Jaya 0 0 0 0
## 4300 2023-07-15 Hospital Pulau Pinang 25 4 11 8
## 4301 2023-07-15 Hospital Raja Permaisuri Bainun 28 7 4 13
## 4302 2023-07-15 Hospital Taiping 21 2 6 12
## 4303 2023-07-15 Hospital Seri Manjung 36 9 8 18
## 4304 2023-07-15 Hospital Tengku Ampuan Rahimah 71 18 18 30
## 4305 2023-07-15 Hospital Sultanah Nur Zahirah 46 12 14 17
## 4306 2023-07-15 Hospital Queen Elizabeth Ii 161 36 39 86
## 4307 2023-07-15 Hospital Duchess Of Kent 20 4 6 8
## 4308 2023-07-15 Hospital Tawau 97 24 31 39
## 4309 2023-07-15 Hospital Umum Sarawak 80 23 25 29
## 4310 2023-07-15 Hospital Miri 60 14 20 23
## 4311 2023-07-15 Hospital Sibu 54 11 16 23
## 4312 2023-07-15 Pusat Darah Negara 1106 269 287 478
## 4313 2023-07-16 Hospital Sultanah Nora Ismail 65 14 14 32
## 4314 2023-07-16 Hospital Sultanah Aminah 188 48 35 94
## 4315 2023-07-16 Hospital Sultanah Bahiyah 50 8 16 25
## 4316 2023-07-16 Hospital Raja Perempuan Zainab Ii 52 11 20 18
## 4317 2023-07-16 Hospital Melaka 177 44 40 77
## 4318 2023-07-16 Hospital Tuanku Jaafar 60 19 18 22
## 4319 2023-07-16 Hospital Tengku Ampuan Afzan 87 28 16 35
## 4320 2023-07-16 Hospital Sultan Haji Ahmad Shah 84 29 16 35
## 4321 2023-07-16 Hospital Seberang Jaya 114 21 31 60
## 4322 2023-07-16 Hospital Pulau Pinang 119 21 38 52
## 4323 2023-07-16 Hospital Raja Permaisuri Bainun 218 64 41 101
## 4324 2023-07-16 Hospital Taiping 66 23 19 21
## 4325 2023-07-16 Hospital Seri Manjung 0 0 0 0
## 4326 2023-07-16 Hospital Tengku Ampuan Rahimah 210 50 48 100
## 4327 2023-07-16 Hospital Sultanah Nur Zahirah 8 2 2 3
## 4328 2023-07-16 Hospital Queen Elizabeth Ii 59 11 23 24
## 4329 2023-07-16 Hospital Duchess Of Kent 107 30 25 48
## 4330 2023-07-16 Hospital Tawau 18 6 3 8
## 4331 2023-07-16 Hospital Umum Sarawak 110 23 27 53
## 4332 2023-07-16 Hospital Miri 29 7 2 17
## 4333 2023-07-16 Hospital Sibu 69 18 18 27
## 4334 2023-07-16 Pusat Darah Negara 880 218 231 374
## 4335 2023-07-17 Hospital Sultanah Nora Ismail 7 1 2 1
## 4336 2023-07-17 Hospital Sultanah Aminah 91 22 24 39
## 4337 2023-07-17 Hospital Sultanah Bahiyah 25 4 3 15
## 4338 2023-07-17 Hospital Raja Perempuan Zainab Ii 31 10 8 9
## 4339 2023-07-17 Hospital Melaka 10 5 3 1
## 4340 2023-07-17 Hospital Tuanku Jaafar 24 4 7 13
## 4341 2023-07-17 Hospital Tengku Ampuan Afzan 5 0 2 2
## 4342 2023-07-17 Hospital Sultan Haji Ahmad Shah 7 2 3 2
## 4343 2023-07-17 Hospital Seberang Jaya 31 5 10 15
## 4344 2023-07-17 Hospital Pulau Pinang 66 15 17 29
## 4345 2023-07-17 Hospital Raja Permaisuri Bainun 60 16 21 20
## 4346 2023-07-17 Hospital Taiping 15 8 5 2
## 4347 2023-07-17 Hospital Seri Manjung 2 0 0 2
## 4348 2023-07-17 Hospital Tengku Ampuan Rahimah 7 0 3 4
## 4349 2023-07-17 Hospital Sultanah Nur Zahirah 43 13 8 18
## 4350 2023-07-17 Hospital Queen Elizabeth Ii 13 2 6 5
## 4351 2023-07-17 Hospital Duchess Of Kent 38 7 12 17
## 4352 2023-07-17 Hospital Tawau 1 0 0 1
## 4353 2023-07-17 Hospital Umum Sarawak 31 3 13 15
## 4354 2023-07-17 Hospital Miri 5 0 1 4
## 4355 2023-07-17 Hospital Sibu 6 0 2 4
## 4356 2023-07-17 Pusat Darah Negara 381 80 106 168
## 4357 2023-07-18 Hospital Sultanah Nora Ismail 2 0 0 2
## 4358 2023-07-18 Hospital Sultanah Aminah 97 29 26 39
## 4359 2023-07-18 Hospital Sultanah Bahiyah 44 15 7 22
## 4360 2023-07-18 Hospital Raja Perempuan Zainab Ii 39 9 12 16
## 4361 2023-07-18 Hospital Melaka 160 42 53 56
## 4362 2023-07-18 Hospital Tuanku Jaafar 23 4 8 8
## 4363 2023-07-18 Hospital Tengku Ampuan Afzan 83 21 25 31
## 4364 2023-07-18 Hospital Sultan Haji Ahmad Shah 92 18 28 39
## 4365 2023-07-18 Hospital Seberang Jaya 10 2 2 5
## 4366 2023-07-18 Hospital Pulau Pinang 65 13 14 36
## 4367 2023-07-18 Hospital Raja Permaisuri Bainun 10 2 5 1
## 4368 2023-07-18 Hospital Taiping 21 8 5 7
## 4369 2023-07-18 Hospital Seri Manjung 67 16 18 28
## 4370 2023-07-18 Hospital Tengku Ampuan Rahimah 31 7 8 12
## 4371 2023-07-18 Hospital Sultanah Nur Zahirah 103 24 24 49
## 4372 2023-07-18 Hospital Queen Elizabeth Ii 17 6 3 8
## 4373 2023-07-18 Hospital Duchess Of Kent 24 9 5 9
## 4374 2023-07-18 Hospital Tawau 4 1 0 3
## 4375 2023-07-18 Hospital Umum Sarawak 84 21 20 38
## 4376 2023-07-18 Hospital Miri 5 1 2 2
## 4377 2023-07-18 Hospital Sibu 6 2 4 0
## 4378 2023-07-18 Pusat Darah Negara 561 164 153 217
## 4379 2023-07-19 Hospital Sultanah Nora Ismail 60 15 23 18
## 4380 2023-07-19 Hospital Sultanah Aminah 47 10 13 23
## 4381 2023-07-19 Hospital Sultanah Bahiyah 36 11 7 16
## 4382 2023-07-19 Hospital Raja Perempuan Zainab Ii 24 6 7 10
## 4383 2023-07-19 Hospital Melaka 128 31 35 53
## 4384 2023-07-19 Hospital Tuanku Jaafar 0 0 0 0
## 4385 2023-07-19 Hospital Tengku Ampuan Afzan 0 0 0 0
## 4386 2023-07-19 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 4387 2023-07-19 Hospital Seberang Jaya 49 11 10 26
## 4388 2023-07-19 Hospital Pulau Pinang 46 4 19 20
## 4389 2023-07-19 Hospital Raja Permaisuri Bainun 0 0 0 0
## 4390 2023-07-19 Hospital Taiping 105 30 34 41
## 4391 2023-07-19 Hospital Seri Manjung 0 0 0 0
## 4392 2023-07-19 Hospital Tengku Ampuan Rahimah 141 26 45 65
## 4393 2023-07-19 Hospital Sultanah Nur Zahirah 41 11 9 20
## 4394 2023-07-19 Hospital Queen Elizabeth Ii 73 18 14 36
## 4395 2023-07-19 Hospital Duchess Of Kent 0 0 0 0
## 4396 2023-07-19 Hospital Tawau 27 7 6 11
## 4397 2023-07-19 Hospital Umum Sarawak 0 0 0 0
## 4398 2023-07-19 Hospital Miri 30 4 12 12
## 4399 2023-07-19 Hospital Sibu 59 11 14 30
## 4400 2023-07-19 Pusat Darah Negara 679 153 202 288
## 4401 2023-07-20 Hospital Sultanah Nora Ismail 5 1 1 3
## 4402 2023-07-20 Hospital Sultanah Aminah 81 19 15 43
## 4403 2023-07-20 Hospital Sultanah Bahiyah 31 8 10 10
## 4404 2023-07-20 Hospital Raja Perempuan Zainab Ii 54 11 16 23
## 4405 2023-07-20 Hospital Melaka 11 3 2 6
## 4406 2023-07-20 Hospital Tuanku Jaafar 67 15 20 29
## 4407 2023-07-20 Hospital Tengku Ampuan Afzan 8 0 4 4
## 4408 2023-07-20 Hospital Sultan Haji Ahmad Shah 8 2 3 3
## 4409 2023-07-20 Hospital Seberang Jaya 106 21 32 43
## 4410 2023-07-20 Hospital Pulau Pinang 44 14 13 16
## 4411 2023-07-20 Hospital Raja Permaisuri Bainun 9 4 2 2
## 4412 2023-07-20 Hospital Taiping 35 8 11 14
## 4413 2023-07-20 Hospital Seri Manjung 2 0 0 2
## 4414 2023-07-20 Hospital Tengku Ampuan Rahimah 42 5 14 21
## 4415 2023-07-20 Hospital Sultanah Nur Zahirah 4 2 1 1
## 4416 2023-07-20 Hospital Queen Elizabeth Ii 46 10 6 28
## 4417 2023-07-20 Hospital Duchess Of Kent 21 3 6 10
## 4418 2023-07-20 Hospital Tawau 4 0 0 4
## 4419 2023-07-20 Hospital Umum Sarawak 80 15 26 31
## 4420 2023-07-20 Hospital Miri 6 4 0 2
## 4421 2023-07-20 Hospital Sibu 5 0 3 2
## 4422 2023-07-20 Pusat Darah Negara 531 146 139 206
## 4423 2023-07-21 Hospital Sultanah Nora Ismail 0 0 0 0
## 4424 2023-07-21 Hospital Sultanah Aminah 20 5 5 9
## 4425 2023-07-21 Hospital Sultanah Bahiyah 37 12 6 18
## 4426 2023-07-21 Hospital Raja Perempuan Zainab Ii 0 0 0 0
## 4427 2023-07-21 Hospital Melaka 16 6 2 8
## 4428 2023-07-21 Hospital Tuanku Jaafar 21 9 3 8
## 4429 2023-07-21 Hospital Tengku Ampuan Afzan 103 28 34 39
## 4430 2023-07-21 Hospital Sultan Haji Ahmad Shah 8 0 3 5
## 4431 2023-07-21 Hospital Seberang Jaya 11 3 5 3
## 4432 2023-07-21 Hospital Pulau Pinang 42 12 11 11
## 4433 2023-07-21 Hospital Raja Permaisuri Bainun 71 19 23 24
## 4434 2023-07-21 Hospital Taiping 15 2 6 6
## 4435 2023-07-21 Hospital Seri Manjung 2 1 0 1
## 4436 2023-07-21 Hospital Tengku Ampuan Rahimah 34 10 9 14
## 4437 2023-07-21 Hospital Sultanah Nur Zahirah 0 0 0 0
## 4438 2023-07-21 Hospital Queen Elizabeth Ii 46 10 11 19
## 4439 2023-07-21 Hospital Duchess Of Kent 3 1 0 1
## 4440 2023-07-21 Hospital Tawau 4 2 1 1
## 4441 2023-07-21 Hospital Umum Sarawak 39 6 10 17
## 4442 2023-07-21 Hospital Miri 6 2 0 4
## 4443 2023-07-21 Hospital Sibu 9 3 3 1
## 4444 2023-07-21 Pusat Darah Negara 319 65 82 151
## 4445 2023-07-22 Hospital Sultanah Nora Ismail 43 14 17 12
## 4446 2023-07-22 Hospital Sultanah Aminah 101 22 21 49
## 4447 2023-07-22 Hospital Sultanah Bahiyah 32 11 6 12
## 4448 2023-07-22 Hospital Raja Perempuan Zainab Ii 25 8 8 8
## 4449 2023-07-22 Hospital Melaka 0 0 0 0
## 4450 2023-07-22 Hospital Tuanku Jaafar 0 0 0 0
## 4451 2023-07-22 Hospital Tengku Ampuan Afzan 62 17 18 25
## 4452 2023-07-22 Hospital Sultan Haji Ahmad Shah 52 12 15 25
## 4453 2023-07-22 Hospital Seberang Jaya 0 0 0 0
## 4454 2023-07-22 Hospital Pulau Pinang 31 7 9 10
## 4455 2023-07-22 Hospital Raja Permaisuri Bainun 102 23 30 44
## 4456 2023-07-22 Hospital Taiping 22 3 6 13
## 4457 2023-07-22 Hospital Seri Manjung 26 7 6 13
## 4458 2023-07-22 Hospital Tengku Ampuan Rahimah 105 36 27 30
## 4459 2023-07-22 Hospital Sultanah Nur Zahirah 269 60 71 117
## 4460 2023-07-22 Hospital Queen Elizabeth Ii 104 18 31 45
## 4461 2023-07-22 Hospital Duchess Of Kent 30 4 6 14
## 4462 2023-07-22 Hospital Tawau 101 28 30 37
## 4463 2023-07-22 Hospital Umum Sarawak 125 24 40 54
## 4464 2023-07-22 Hospital Miri 187 56 42 76
## 4465 2023-07-22 Hospital Sibu 10 3 3 3
## 4466 2023-07-22 Pusat Darah Negara 759 175 206 337
## 4467 2023-07-23 Hospital Sultanah Nora Ismail 91 27 23 36
## 4468 2023-07-23 Hospital Sultanah Aminah 126 29 33 61
## 4469 2023-07-23 Hospital Sultanah Bahiyah 39 9 9 16
## 4470 2023-07-23 Hospital Raja Perempuan Zainab Ii 103 19 29 42
## 4471 2023-07-23 Hospital Melaka 115 28 34 44
## 4472 2023-07-23 Hospital Tuanku Jaafar 121 30 33 54
## 4473 2023-07-23 Hospital Tengku Ampuan Afzan 107 35 26 40
## 4474 2023-07-23 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 4475 2023-07-23 Hospital Seberang Jaya 187 46 48 79
## 4476 2023-07-23 Hospital Pulau Pinang 104 34 26 37
## 4477 2023-07-23 Hospital Raja Permaisuri Bainun 62 18 13 26
## 4478 2023-07-23 Hospital Taiping 70 20 16 34
## 4479 2023-07-23 Hospital Seri Manjung 0 0 0 0
## 4480 2023-07-23 Hospital Tengku Ampuan Rahimah 62 9 21 28
## 4481 2023-07-23 Hospital Sultanah Nur Zahirah 5 0 3 2
## 4482 2023-07-23 Hospital Queen Elizabeth Ii 99 24 26 46
## 4483 2023-07-23 Hospital Duchess Of Kent 26 4 9 10
## 4484 2023-07-23 Hospital Tawau 99 23 26 39
## 4485 2023-07-23 Hospital Umum Sarawak 121 29 33 52
## 4486 2023-07-23 Hospital Miri 108 31 34 39
## 4487 2023-07-23 Hospital Sibu 39 14 9 14
## 4488 2023-07-23 Pusat Darah Negara 862 218 231 361
## 4489 2023-07-24 Hospital Sultanah Nora Ismail 51 11 10 21
## 4490 2023-07-24 Hospital Sultanah Aminah 88 19 30 34
## 4491 2023-07-24 Hospital Sultanah Bahiyah 42 9 9 19
## 4492 2023-07-24 Hospital Raja Perempuan Zainab Ii 14 2 5 6
## 4493 2023-07-24 Hospital Melaka 23 4 5 14
## 4494 2023-07-24 Hospital Tuanku Jaafar 23 8 6 8
## 4495 2023-07-24 Hospital Tengku Ampuan Afzan 7 2 0 5
## 4496 2023-07-24 Hospital Sultan Haji Ahmad Shah 5 3 1 1
## 4497 2023-07-24 Hospital Seberang Jaya 14 2 4 8
## 4498 2023-07-24 Hospital Pulau Pinang 92 17 27 42
## 4499 2023-07-24 Hospital Raja Permaisuri Bainun 18 5 5 6
## 4500 2023-07-24 Hospital Taiping 11 2 3 6
## 4501 2023-07-24 Hospital Seri Manjung 1 0 0 1
## 4502 2023-07-24 Hospital Tengku Ampuan Rahimah 2 1 1 0
## 4503 2023-07-24 Hospital Sultanah Nur Zahirah 9 1 3 5
## 4504 2023-07-24 Hospital Queen Elizabeth Ii 37 6 7 23
## 4505 2023-07-24 Hospital Duchess Of Kent 5 0 3 2
## 4506 2023-07-24 Hospital Tawau 35 6 6 20
## 4507 2023-07-24 Hospital Umum Sarawak 25 5 7 13
## 4508 2023-07-24 Hospital Miri 8 0 3 4
## 4509 2023-07-24 Hospital Sibu 8 3 2 3
## 4510 2023-07-24 Pusat Darah Negara 363 92 98 152
## 4511 2023-07-25 Hospital Sultanah Nora Ismail 5 1 3 1
## 4512 2023-07-25 Hospital Sultanah Aminah 76 18 25 28
## 4513 2023-07-25 Hospital Sultanah Bahiyah 44 9 15 19
## 4514 2023-07-25 Hospital Raja Perempuan Zainab Ii 68 16 17 27
## 4515 2023-07-25 Hospital Melaka 122 26 39 43
## 4516 2023-07-25 Hospital Tuanku Jaafar 28 8 5 13
## 4517 2023-07-25 Hospital Tengku Ampuan Afzan 59 11 12 33
## 4518 2023-07-25 Hospital Sultan Haji Ahmad Shah 72 26 25 21
## 4519 2023-07-25 Hospital Seberang Jaya 19 4 6 7
## 4520 2023-07-25 Hospital Pulau Pinang 72 19 20 26
## 4521 2023-07-25 Hospital Raja Permaisuri Bainun 31 12 7 11
## 4522 2023-07-25 Hospital Taiping 21 9 2 9
## 4523 2023-07-25 Hospital Seri Manjung 2 1 1 0
## 4524 2023-07-25 Hospital Tengku Ampuan Rahimah 82 28 19 30
## 4525 2023-07-25 Hospital Sultanah Nur Zahirah 11 3 3 5
## 4526 2023-07-25 Hospital Queen Elizabeth Ii 26 8 4 14
## 4527 2023-07-25 Hospital Duchess Of Kent 13 1 3 9
## 4528 2023-07-25 Hospital Tawau 5 4 1 0
## 4529 2023-07-25 Hospital Umum Sarawak 38 4 9 23
## 4530 2023-07-25 Hospital Miri 2 1 0 1
## 4531 2023-07-25 Hospital Sibu 6 1 1 4
## 4532 2023-07-25 Pusat Darah Negara 576 156 151 237
## 4533 2023-07-26 Hospital Sultanah Nora Ismail 10 1 4 4
## 4534 2023-07-26 Hospital Sultanah Aminah 75 20 16 34
## 4535 2023-07-26 Hospital Sultanah Bahiyah 46 14 8 20
## 4536 2023-07-26 Hospital Raja Perempuan Zainab Ii 54 14 14 22
## 4537 2023-07-26 Hospital Melaka 64 19 14 27
## 4538 2023-07-26 Hospital Tuanku Jaafar 48 8 13 23
## 4539 2023-07-26 Hospital Tengku Ampuan Afzan 65 19 16 26
## 4540 2023-07-26 Hospital Sultan Haji Ahmad Shah 21 10 7 4
## 4541 2023-07-26 Hospital Seberang Jaya 38 9 12 15
## 4542 2023-07-26 Hospital Pulau Pinang 54 10 10 30
## 4543 2023-07-26 Hospital Raja Permaisuri Bainun 52 16 9 22
## 4544 2023-07-26 Hospital Taiping 70 19 19 30
## 4545 2023-07-26 Hospital Seri Manjung 25 7 8 6
## 4546 2023-07-26 Hospital Tengku Ampuan Rahimah 39 5 8 22
## 4547 2023-07-26 Hospital Sultanah Nur Zahirah 39 9 14 12
## 4548 2023-07-26 Hospital Queen Elizabeth Ii 29 3 6 20
## 4549 2023-07-26 Hospital Duchess Of Kent 73 18 19 34
## 4550 2023-07-26 Hospital Tawau 3 0 1 2
## 4551 2023-07-26 Hospital Umum Sarawak 26 4 9 12
## 4552 2023-07-26 Hospital Miri 33 6 10 15
## 4553 2023-07-26 Hospital Sibu 8 2 2 4
## 4554 2023-07-26 Pusat Darah Negara 388 108 94 163
## 4555 2023-07-27 Hospital Sultanah Nora Ismail 64 14 25 22
## 4556 2023-07-27 Hospital Sultanah Aminah 38 7 14 14
## 4557 2023-07-27 Hospital Sultanah Bahiyah 49 5 15 27
## 4558 2023-07-27 Hospital Raja Perempuan Zainab Ii 34 10 8 15
## 4559 2023-07-27 Hospital Melaka 93 24 20 41
## 4560 2023-07-27 Hospital Tuanku Jaafar 55 10 14 25
## 4561 2023-07-27 Hospital Tengku Ampuan Afzan 10 3 3 4
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## 4563 2023-07-27 Hospital Seberang Jaya 34 5 12 16
## 4564 2023-07-27 Hospital Pulau Pinang 73 21 17 31
## 4565 2023-07-27 Hospital Raja Permaisuri Bainun 34 7 6 19
## 4566 2023-07-27 Hospital Taiping 15 2 6 7
## 4567 2023-07-27 Hospital Seri Manjung 0 0 0 0
## 4568 2023-07-27 Hospital Tengku Ampuan Rahimah 80 21 29 28
## 4569 2023-07-27 Hospital Sultanah Nur Zahirah 35 9 11 12
## 4570 2023-07-27 Hospital Queen Elizabeth Ii 31 7 10 14
## 4571 2023-07-27 Hospital Duchess Of Kent 23 5 10 8
## 4572 2023-07-27 Hospital Tawau 8 1 2 3
## 4573 2023-07-27 Hospital Umum Sarawak 20 3 8 7
## 4574 2023-07-27 Hospital Miri 4 2 0 1
## 4575 2023-07-27 Hospital Sibu 7 2 2 1
## 4576 2023-07-27 Pusat Darah Negara 456 101 131 194
## 4577 2023-07-28 Hospital Sultanah Nora Ismail 0 0 0 0
## 4578 2023-07-28 Hospital Sultanah Aminah 0 0 0 0
## 4579 2023-07-28 Hospital Sultanah Bahiyah 121 30 36 50
## 4580 2023-07-28 Hospital Raja Perempuan Zainab Ii 35 13 3 16
## 4581 2023-07-28 Hospital Melaka 6 2 1 2
## 4582 2023-07-28 Hospital Tuanku Jaafar 22 5 6 9
## 4583 2023-07-28 Hospital Tengku Ampuan Afzan 7 0 3 4
## 4584 2023-07-28 Hospital Sultan Haji Ahmad Shah 2 1 0 1
## 4585 2023-07-28 Hospital Seberang Jaya 9 2 1 5
## 4586 2023-07-28 Hospital Pulau Pinang 30 6 13 10
## 4587 2023-07-28 Hospital Raja Permaisuri Bainun 76 19 18 33
## 4588 2023-07-28 Hospital Taiping 12 5 4 3
## 4589 2023-07-28 Hospital Seri Manjung 4 1 1 2
## 4590 2023-07-28 Hospital Tengku Ampuan Rahimah 60 12 18 28
## 4591 2023-07-28 Hospital Sultanah Nur Zahirah 32 12 5 11
## 4592 2023-07-28 Hospital Queen Elizabeth Ii 60 11 15 31
## 4593 2023-07-28 Hospital Duchess Of Kent 4 2 0 2
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## 4595 2023-07-28 Hospital Umum Sarawak 18 6 4 8
## 4596 2023-07-28 Hospital Miri 4 3 0 1
## 4597 2023-07-28 Hospital Sibu 9 3 1 5
## 4598 2023-07-28 Pusat Darah Negara 524 135 130 235
## 4599 2023-07-29 Hospital Sultanah Nora Ismail 24 7 4 12
## 4600 2023-07-29 Hospital Sultanah Aminah 105 19 23 57
## 4601 2023-07-29 Hospital Sultanah Bahiyah 49 10 15 22
## 4602 2023-07-29 Hospital Raja Perempuan Zainab Ii 0 0 0 0
## 4603 2023-07-29 Hospital Melaka 155 44 39 63
## 4604 2023-07-29 Hospital Tuanku Jaafar 0 0 0 0
## 4605 2023-07-29 Hospital Tengku Ampuan Afzan 73 19 22 26
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## 4607 2023-07-29 Hospital Seberang Jaya 53 16 11 22
## 4608 2023-07-29 Hospital Pulau Pinang 49 6 8 32
## 4609 2023-07-29 Hospital Raja Permaisuri Bainun 94 15 28 48
## 4610 2023-07-29 Hospital Taiping 6 1 1 4
## 4611 2023-07-29 Hospital Seri Manjung 0 0 0 0
## 4612 2023-07-29 Hospital Tengku Ampuan Rahimah 46 8 11 22
## 4613 2023-07-29 Hospital Sultanah Nur Zahirah 35 3 14 14
## 4614 2023-07-29 Hospital Queen Elizabeth Ii 30 14 2 12
## 4615 2023-07-29 Hospital Duchess Of Kent 37 11 10 15
## 4616 2023-07-29 Hospital Tawau 39 13 7 17
## 4617 2023-07-29 Hospital Umum Sarawak 99 26 35 35
## 4618 2023-07-29 Hospital Miri 67 13 24 27
## 4619 2023-07-29 Hospital Sibu 67 18 14 31
## 4620 2023-07-29 Pusat Darah Negara 683 166 190 290
## 4621 2023-07-30 Hospital Sultanah Nora Ismail 80 16 20 37
## 4622 2023-07-30 Hospital Sultanah Aminah 104 20 36 39
## 4623 2023-07-30 Hospital Sultanah Bahiyah 54 7 23 20
## 4624 2023-07-30 Hospital Raja Perempuan Zainab Ii 30 8 12 8
## 4625 2023-07-30 Hospital Melaka 121 30 32 47
## 4626 2023-07-30 Hospital Tuanku Jaafar 76 22 15 32
## 4627 2023-07-30 Hospital Tengku Ampuan Afzan 0 0 0 0
## 4628 2023-07-30 Hospital Sultan Haji Ahmad Shah 15 5 2 5
## 4629 2023-07-30 Hospital Seberang Jaya 110 27 25 53
## 4630 2023-07-30 Hospital Pulau Pinang 46 8 14 22
## 4631 2023-07-30 Hospital Raja Permaisuri Bainun 86 24 26 29
## 4632 2023-07-30 Hospital Taiping 26 6 9 11
## 4633 2023-07-30 Hospital Seri Manjung 51 14 18 17
## 4634 2023-07-30 Hospital Tengku Ampuan Rahimah 198 55 48 80
## 4635 2023-07-30 Hospital Sultanah Nur Zahirah 80 21 21 33
## 4636 2023-07-30 Hospital Queen Elizabeth Ii 111 32 16 55
## 4637 2023-07-30 Hospital Duchess Of Kent 9 2 1 6
## 4638 2023-07-30 Hospital Tawau 43 3 12 25
## 4639 2023-07-30 Hospital Umum Sarawak 108 29 34 40
## 4640 2023-07-30 Hospital Miri 52 12 16 22
## 4641 2023-07-30 Hospital Sibu 73 15 19 35
## 4642 2023-07-30 Pusat Darah Negara 989 242 242 452
## 4643 2023-07-31 Hospital Sultanah Nora Ismail 4 1 2 1
## 4644 2023-07-31 Hospital Sultanah Aminah 90 26 15 44
## 4645 2023-07-31 Hospital Sultanah Bahiyah 31 7 8 12
## 4646 2023-07-31 Hospital Raja Perempuan Zainab Ii 40 10 11 17
## 4647 2023-07-31 Hospital Melaka 17 4 4 8
## 4648 2023-07-31 Hospital Tuanku Jaafar 26 7 5 10
## 4649 2023-07-31 Hospital Tengku Ampuan Afzan 91 21 32 34
## 4650 2023-07-31 Hospital Sultan Haji Ahmad Shah 0 0 0 0
## 4651 2023-07-31 Hospital Seberang Jaya 23 4 10 7
## 4652 2023-07-31 Hospital Pulau Pinang 77 17 24 32
## 4653 2023-07-31 Hospital Raja Permaisuri Bainun 37 10 8 16
## 4654 2023-07-31 Hospital Taiping 8 0 5 3
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## [ reached 'max' / getOption("max.print") -- omitted 11079 rows ]# Group by Hospital, Year, and Month and summarize daily total
summary_df <- filtered_df %>%
group_by(hospital, Year, Month) %>%
summarise(Total_Daily = sum(daily, na.rm = TRUE)) %>%
arrange(hospital, Year, Month)## `summarise()` has grouped output by 'hospital', 'Year'. You can override using
## the `.groups` argument.# Check daily donation by Hospital according to month year
print(summary_df)## # A tibble: 528 × 4
## # Groups: hospital, Year [44]
## hospital Year Month Total_Daily
## <chr> <dbl> <ord> <dbl>
## 1 Hospital Duchess Of Kent 2023 Jan 449
## 2 Hospital Duchess Of Kent 2023 Feb 794
## 3 Hospital Duchess Of Kent 2023 Mar 700
## 4 Hospital Duchess Of Kent 2023 Apr 549
## 5 Hospital Duchess Of Kent 2023 May 620
## 6 Hospital Duchess Of Kent 2023 Jun 978
## 7 Hospital Duchess Of Kent 2023 Jul 648
## 8 Hospital Duchess Of Kent 2023 Aug 514
## 9 Hospital Duchess Of Kent 2023 Sep 878
## 10 Hospital Duchess Of Kent 2023 Oct 912
## # ℹ 518 more rows# Plot the data using ggplot2
ggplot(summary_df, aes(x = interaction(Year, Month, sep = "-"), y = Total_Daily, group = hospital, color = hospital)) +
geom_line(size = 1) +
geom_point() +
theme_minimal() +
labs(
title = "Monthly Total Daily Donations by Hospital",
x = "Year-Month",
y = "Total Daily Donations",
color = "Hospital"
) +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
scale_x_discrete(guide = guide_axis(n.dodge = 2))## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
4. Create line chart for month year by CERTAIN hospital
List of hospital - Copy and paste in the script to check spesific hospital
- hospital duchess of kent
- hospital melaka
- hospital miri
- hospital pulau pinang
- hospital queen elizabeth ii
- hospital raja perempuan zainab ii
- hospital raja permaisuri bainun
- hospital seberang jaya
- hospital seri manjung
- hospital sibu
- hospital sultanah aminah
- hospital sultanah bahiyah
- hospital sultanah nora ismail
- hospital sultanah nur zahirah
- hospital taiping
- hospital tawau
- hospital tengku ampuan afzan
- hospital tengku ampuan rahimah
- hospital tuanku jaafar
- hospital umum sarawak
- hospital sultan haji ahmad shah
- pusat darah negara
# Add Month and Year columns
df$Month <- month(df$date, label = TRUE)
df$Year <- year(df$date)
# Example if want to apply filter data for the year range (2023 to 2024)
filtered_hospital <- df %>%
filter(Year >= 2023 & Year <= 2024) %>% # Filter here to check certain time range by year
filter(tolower(hospital) == "pusat darah negara") # If want to filter based on certain hospital. Copy for the list above
print(filtered_hospital) # Check if filter correctly based on certain hospital## date hospital daily blood_a blood_b blood_o blood_ab
## 1 2023-01-01 Pusat Darah Negara 989 262 286 429 12
## 2 2023-01-02 Pusat Darah Negara 653 168 179 293 13
## 3 2023-01-03 Pusat Darah Negara 237 61 63 102 11
## 4 2023-01-04 Pusat Darah Negara 505 137 145 214 9
## 5 2023-01-05 Pusat Darah Negara 535 150 158 217 10
## 6 2023-01-06 Pusat Darah Negara 513 121 151 237 4
## 7 2023-01-07 Pusat Darah Negara 773 208 185 364 16
## 8 2023-01-08 Pusat Darah Negara 1044 284 301 432 27
## 9 2023-01-09 Pusat Darah Negara 230 50 68 104 8
## 10 2023-01-10 Pusat Darah Negara 583 157 174 242 10
## 11 2023-01-11 Pusat Darah Negara 544 142 151 237 14
## 12 2023-01-12 Pusat Darah Negara 347 90 87 153 17
## 13 2023-01-13 Pusat Darah Negara 440 116 130 170 24
## 14 2023-01-14 Pusat Darah Negara 740 175 193 326 46
## 15 2023-01-15 Pusat Darah Negara 850 219 225 355 51
## 16 2023-01-16 Pusat Darah Negara 264 66 55 125 18
## 17 2023-01-17 Pusat Darah Negara 702 178 207 273 44
## 18 2023-01-18 Pusat Darah Negara 561 118 159 242 42
## 19 2023-01-19 Pusat Darah Negara 535 148 141 214 32
## 20 2023-01-20 Pusat Darah Negara 384 101 100 154 28
## 21 2023-01-21 Pusat Darah Negara 443 111 121 191 20
## 22 2023-01-22 Pusat Darah Negara 259 61 75 103 20
## 23 2023-01-23 Pusat Darah Negara 512 108 134 240 30
## 24 2023-01-24 Pusat Darah Negara 529 134 163 204 28
## 25 2023-01-25 Pusat Darah Negara 386 103 94 168 20
## 26 2023-01-26 Pusat Darah Negara 582 148 146 247 41
## 27 2023-01-27 Pusat Darah Negara 454 102 116 211 25
## 28 2023-01-28 Pusat Darah Negara 762 179 206 326 51
## 29 2023-01-29 Pusat Darah Negara 840 233 219 349 39
## 30 2023-01-30 Pusat Darah Negara 300 69 83 131 17
## 31 2023-01-31 Pusat Darah Negara 453 103 125 194 31
## 32 2023-02-01 Pusat Darah Negara 554 137 161 227 29
## 33 2023-02-02 Pusat Darah Negara 636 162 174 266 34
## 34 2023-02-03 Pusat Darah Negara 268 65 57 128 18
## 35 2023-02-04 Pusat Darah Negara 875 210 230 372 63
## 36 2023-02-05 Pusat Darah Negara 1467 297 458 625 87
## 37 2023-02-06 Pusat Darah Negara 483 126 119 210 28
## 38 2023-02-07 Pusat Darah Negara 347 79 88 162 18
## 39 2023-02-08 Pusat Darah Negara 558 128 161 238 31
## 40 2023-02-09 Pusat Darah Negara 504 111 145 223 25
## 41 2023-02-10 Pusat Darah Negara 299 81 83 112 23
## 42 2023-02-11 Pusat Darah Negara 1018 261 260 442 55
## 43 2023-02-12 Pusat Darah Negara 887 223 226 393 45
## 44 2023-02-13 Pusat Darah Negara 173 40 51 77 5
## 45 2023-02-14 Pusat Darah Negara 375 82 118 160 15
## 46 2023-02-15 Pusat Darah Negara 384 102 104 157 21
## 47 2023-02-16 Pusat Darah Negara 702 188 192 280 42
## 48 2023-02-17 Pusat Darah Negara 638 160 179 261 38
## 49 2023-02-18 Pusat Darah Negara 1061 283 263 456 59
## 50 2023-02-19 Pusat Darah Negara 986 269 247 410 60
## 51 2023-02-20 Pusat Darah Negara 391 89 111 166 25
## 52 2023-02-21 Pusat Darah Negara 519 124 142 223 30
## 53 2023-02-22 Pusat Darah Negara 363 88 101 154 20
## 54 2023-02-23 Pusat Darah Negara 588 138 175 249 26
## 55 2023-02-24 Pusat Darah Negara 399 107 119 148 25
## 56 2023-02-25 Pusat Darah Negara 797 190 188 362 57
## 57 2023-02-26 Pusat Darah Negara 952 220 255 429 48
## 58 2023-02-27 Pusat Darah Negara 572 123 145 269 35
## 59 2023-02-28 Pusat Darah Negara 544 143 148 230 23
## 60 2023-03-01 Pusat Darah Negara 415 102 109 177 27
## 61 2023-03-02 Pusat Darah Negara 563 141 161 235 26
## 62 2023-03-03 Pusat Darah Negara 416 87 134 161 34
## 63 2023-03-04 Pusat Darah Negara 754 186 222 303 43
## 64 2023-03-05 Pusat Darah Negara 986 255 246 428 57
## 65 2023-03-06 Pusat Darah Negara 347 84 96 156 11
## 66 2023-03-07 Pusat Darah Negara 581 160 165 222 34
## 67 2023-03-08 Pusat Darah Negara 623 138 183 261 41
## 68 2023-03-09 Pusat Darah Negara 683 170 196 270 47
## 69 2023-03-10 Pusat Darah Negara 388 96 98 168 26
## 70 2023-03-11 Pusat Darah Negara 1020 220 316 423 61
## 71 2023-03-12 Pusat Darah Negara 1087 307 293 426 61
## 72 2023-03-13 Pusat Darah Negara 587 143 152 250 42
## 73 2023-03-14 Pusat Darah Negara 567 141 175 229 22
## 74 2023-03-15 Pusat Darah Negara 694 172 181 297 44
## 75 2023-03-16 Pusat Darah Negara 608 163 169 237 39
## 76 2023-03-17 Pusat Darah Negara 565 139 158 228 40
## 77 2023-03-18 Pusat Darah Negara 947 240 259 395 53
## 78 2023-03-19 Pusat Darah Negara 1180 278 341 492 69
## 79 2023-03-20 Pusat Darah Negara 626 148 188 249 41
## 80 2023-03-21 Pusat Darah Negara 1009 229 263 446 71
## 81 2023-03-22 Pusat Darah Negara 917 214 232 410 61
## 82 2023-03-23 Pusat Darah Negara 426 112 107 183 24
## 83 2023-03-24 Pusat Darah Negara 375 91 96 173 14
## 84 2023-03-25 Pusat Darah Negara 509 113 144 246 6
## 85 2023-03-26 Pusat Darah Negara 725 196 208 315 6
## 86 2023-03-27 Pusat Darah Negara 190 44 51 87 8
## 87 2023-03-28 Pusat Darah Negara 238 57 59 120 2
## 88 2023-03-29 Pusat Darah Negara 390 90 110 177 13
## 89 2023-03-30 Pusat Darah Negara 371 104 95 170 2
## 90 2023-03-31 Pusat Darah Negara 305 82 92 122 9
## 91 2023-04-01 Pusat Darah Negara 544 144 131 257 12
## 92 2023-04-02 Pusat Darah Negara 921 257 255 397 12
## 93 2023-04-03 Pusat Darah Negara 202 57 67 76 2
## 94 2023-04-04 Pusat Darah Negara 194 45 51 93 5
## 95 2023-04-05 Pusat Darah Negara 216 54 54 104 4
## 96 2023-04-06 Pusat Darah Negara 433 107 135 177 13
## 97 2023-04-07 Pusat Darah Negara 392 107 101 159 25
## 98 2023-04-08 Pusat Darah Negara 872 219 212 389 52
## 99 2023-04-09 Pusat Darah Negara 1015 265 271 414 65
## 100 2023-04-10 Pusat Darah Negara 172 46 40 73 13
## 101 2023-04-11 Pusat Darah Negara 438 113 124 175 26
## 102 2023-04-12 Pusat Darah Negara 359 77 95 167 20
## 103 2023-04-13 Pusat Darah Negara 245 59 66 109 11
## 104 2023-04-14 Pusat Darah Negara 295 65 83 128 19
## 105 2023-04-15 Pusat Darah Negara 672 181 189 277 25
## 106 2023-04-16 Pusat Darah Negara 921 248 216 409 48
## 107 2023-04-17 Pusat Darah Negara 176 39 58 69 10
## 108 2023-04-18 Pusat Darah Negara 281 65 77 126 13
## 109 2023-04-19 Pusat Darah Negara 307 79 85 119 24
## 110 2023-04-20 Pusat Darah Negara 187 51 52 77 7
## 111 2023-04-21 Pusat Darah Negara 172 43 48 70 11
## 112 2023-04-22 Pusat Darah Negara 0 0 0 0 0
## 113 2023-04-23 Pusat Darah Negara 140 32 38 68 2
## 114 2023-04-24 Pusat Darah Negara 421 113 108 176 24
## 115 2023-04-25 Pusat Darah Negara 358 92 91 153 22
## 116 2023-04-26 Pusat Darah Negara 384 101 102 167 14
## 117 2023-04-27 Pusat Darah Negara 340 80 114 132 14
## 118 2023-04-28 Pusat Darah Negara 369 93 118 145 13
## 119 2023-04-29 Pusat Darah Negara 626 129 177 287 33
## 120 2023-04-30 Pusat Darah Negara 883 236 222 381 44
## 121 2023-05-01 Pusat Darah Negara 1425 382 341 624 78
## 122 2023-05-02 Pusat Darah Negara 220 51 54 106 9
## 123 2023-05-03 Pusat Darah Negara 323 80 79 140 24
## 124 2023-05-04 Pusat Darah Negara 1369 351 322 603 93
## 125 2023-05-05 Pusat Darah Negara 402 110 100 171 21
## 126 2023-05-06 Pusat Darah Negara 621 153 158 274 36
## 127 2023-05-07 Pusat Darah Negara 1057 259 280 463 55
## 128 2023-05-08 Pusat Darah Negara 366 85 101 156 24
## 129 2023-05-09 Pusat Darah Negara 353 82 103 158 9
## 130 2023-05-10 Pusat Darah Negara 447 117 129 171 30
## 131 2023-05-11 Pusat Darah Negara 420 105 116 170 28
## 132 2023-05-12 Pusat Darah Negara 571 157 158 216 40
## 133 2023-05-13 Pusat Darah Negara 668 185 179 276 28
## 134 2023-05-14 Pusat Darah Negara 882 214 211 414 43
## 135 2023-05-15 Pusat Darah Negara 391 95 117 157 22
## 136 2023-05-16 Pusat Darah Negara 471 133 145 168 25
## 137 2023-05-17 Pusat Darah Negara 397 92 115 166 24
## 138 2023-05-18 Pusat Darah Negara 463 114 123 196 30
## 139 2023-05-19 Pusat Darah Negara 329 86 87 140 16
## 140 2023-05-20 Pusat Darah Negara 807 171 231 354 51
## 141 2023-05-21 Pusat Darah Negara 883 212 226 394 51
## 142 2023-05-22 Pusat Darah Negara 361 86 96 165 14
## 143 2023-05-23 Pusat Darah Negara 260 62 68 122 8
## 144 2023-05-24 Pusat Darah Negara 507 130 135 211 31
## 145 2023-05-25 Pusat Darah Negara 507 109 140 226 32
## 146 2023-05-26 Pusat Darah Negara 350 82 89 159 20
## 147 2023-05-27 Pusat Darah Negara 645 162 178 270 34
## 148 2023-05-28 Pusat Darah Negara 831 200 216 365 50
## 149 2023-05-29 Pusat Darah Negara 413 111 109 175 18
## 150 2023-05-30 Pusat Darah Negara 644 159 191 259 35
## 151 2023-05-31 Pusat Darah Negara 561 145 145 233 38
## 152 2023-06-01 Pusat Darah Negara 481 107 149 206 19
## 153 2023-06-02 Pusat Darah Negara 420 109 110 178 23
## 154 2023-06-03 Pusat Darah Negara 678 153 191 301 33
## 155 2023-06-04 Pusat Darah Negara 1031 259 260 458 54
## 156 2023-06-05 Pusat Darah Negara 641 157 185 265 34
## 157 2023-06-06 Pusat Darah Negara 343 82 103 142 16
## 158 2023-06-07 Pusat Darah Negara 588 146 158 246 38
## 159 2023-06-08 Pusat Darah Negara 709 169 186 307 47
## 160 2023-06-09 Pusat Darah Negara 594 143 167 240 44
## 161 2023-06-10 Pusat Darah Negara 718 198 193 296 31
## 162 2023-06-11 Pusat Darah Negara 1312 344 374 507 87
## 163 2023-06-12 Pusat Darah Negara 640 169 193 240 38
## 164 2023-06-13 Pusat Darah Negara 576 152 149 248 27
## 165 2023-06-14 Pusat Darah Negara 952 258 282 358 54
## 166 2023-06-15 Pusat Darah Negara 608 173 157 246 32
## 167 2023-06-16 Pusat Darah Negara 742 204 189 305 44
## 168 2023-06-17 Pusat Darah Negara 1170 300 319 482 69
## 169 2023-06-18 Pusat Darah Negara 1457 351 400 609 97
## 170 2023-06-19 Pusat Darah Negara 604 136 171 257 39
## 171 2023-06-20 Pusat Darah Negara 594 145 168 250 31
## 172 2023-06-21 Pusat Darah Negara 782 212 226 324 20
## 173 2023-06-22 Pusat Darah Negara 528 132 169 218 9
## 174 2023-06-23 Pusat Darah Negara 560 162 163 221 14
## 175 2023-06-24 Pusat Darah Negara 794 230 215 331 18
## 176 2023-06-25 Pusat Darah Negara 904 230 250 416 8
## 177 2023-06-26 Pusat Darah Negara 472 130 106 230 6
## 178 2023-06-27 Pusat Darah Negara 446 119 116 206 5
## 179 2023-06-28 Pusat Darah Negara 251 69 76 104 2
## 180 2023-06-29 Pusat Darah Negara 339 83 94 158 4
## 181 2023-06-30 Pusat Darah Negara 333 67 114 148 4
## 182 2023-07-01 Pusat Darah Negara 696 185 199 306 6
## 183 2023-07-02 Pusat Darah Negara 743 185 217 331 10
## 184 2023-07-03 Pusat Darah Negara 413 108 126 171 8
## 185 2023-07-04 Pusat Darah Negara 327 88 85 148 6
## 186 2023-07-05 Pusat Darah Negara 516 136 136 225 19
## 187 2023-07-06 Pusat Darah Negara 585 140 148 272 25
## 188 2023-07-07 Pusat Darah Negara 438 112 109 199 18
## 189 2023-07-08 Pusat Darah Negara 810 201 210 355 44
## 190 2023-07-09 Pusat Darah Negara 1073 285 261 489 38
## 191 2023-07-10 Pusat Darah Negara 465 121 123 194 27
## 192 2023-07-11 Pusat Darah Negara 478 112 129 206 31
## 193 2023-07-12 Pusat Darah Negara 626 156 174 265 31
## 194 2023-07-13 Pusat Darah Negara 381 94 104 161 22
## 195 2023-07-14 Pusat Darah Negara 439 107 123 184 25
## 196 2023-07-15 Pusat Darah Negara 1106 269 287 478 72
## 197 2023-07-16 Pusat Darah Negara 880 218 231 374 57
## 198 2023-07-17 Pusat Darah Negara 381 80 106 168 27
## 199 2023-07-18 Pusat Darah Negara 561 164 153 217 27
## 200 2023-07-19 Pusat Darah Negara 679 153 202 288 36
## 201 2023-07-20 Pusat Darah Negara 531 146 139 206 40
## 202 2023-07-21 Pusat Darah Negara 319 65 82 151 21
## 203 2023-07-22 Pusat Darah Negara 759 175 206 337 41
## 204 2023-07-23 Pusat Darah Negara 862 218 231 361 52
## 205 2023-07-24 Pusat Darah Negara 363 92 98 152 21
## 206 2023-07-25 Pusat Darah Negara 576 156 151 237 32
## 207 2023-07-26 Pusat Darah Negara 388 108 94 163 23
## 208 2023-07-27 Pusat Darah Negara 456 101 131 194 30
## 209 2023-07-28 Pusat Darah Negara 524 135 130 235 24
## 210 2023-07-29 Pusat Darah Negara 683 166 190 290 37
## 211 2023-07-30 Pusat Darah Negara 989 242 242 452 53
## 212 2023-07-31 Pusat Darah Negara 290 80 73 121 16
## 213 2023-08-01 Pusat Darah Negara 596 141 169 248 38
## 214 2023-08-02 Pusat Darah Negara 591 137 154 269 31
## 215 2023-08-03 Pusat Darah Negara 451 113 125 191 22
## 216 2023-08-04 Pusat Darah Negara 605 137 173 259 36
## 217 2023-08-05 Pusat Darah Negara 784 199 191 346 48
## 218 2023-08-06 Pusat Darah Negara 855 222 218 371 44
## 219 2023-08-07 Pusat Darah Negara 313 75 80 137 21
## 220 2023-08-08 Pusat Darah Negara 420 105 100 184 31
## 221 2023-08-09 Pusat Darah Negara 477 106 131 212 28
## 222 2023-08-10 Pusat Darah Negara 579 135 169 239 36
## 223 2023-08-11 Pusat Darah Negara 221 54 68 85 14
## 224 2023-08-12 Pusat Darah Negara 508 123 131 217 37
## 225 2023-08-13 Pusat Darah Negara 1002 263 253 426 60
## 226 2023-08-14 Pusat Darah Negara 286 64 71 143 8
## 227 2023-08-15 Pusat Darah Negara 573 167 158 242 6
## 228 2023-08-16 Pusat Darah Negara 601 175 177 247 2
## 229 2023-08-17 Pusat Darah Negara 555 146 153 240 16
## 230 2023-08-18 Pusat Darah Negara 357 89 108 158 2
## 231 2023-08-19 Pusat Darah Negara 694 176 175 340 3
## 232 2023-08-20 Pusat Darah Negara 1103 305 300 495 3
## 233 2023-08-21 Pusat Darah Negara 333 79 103 139 12
## 234 2023-08-22 Pusat Darah Negara 473 127 125 206 15
## 235 2023-08-23 Pusat Darah Negara 470 121 140 196 13
## 236 2023-08-24 Pusat Darah Negara 689 183 181 287 38
## 237 2023-08-25 Pusat Darah Negara 330 70 94 146 19
## 238 2023-08-26 Pusat Darah Negara 664 173 182 278 31
## 239 2023-08-27 Pusat Darah Negara 635 166 155 281 33
## 240 2023-08-28 Pusat Darah Negara 415 109 111 179 16
## 241 2023-08-29 Pusat Darah Negara 554 136 164 212 42
## 242 2023-08-30 Pusat Darah Negara 439 108 128 176 27
## 243 2023-08-31 Pusat Darah Negara 1042 252 249 475 66
## 244 2023-09-01 Pusat Darah Negara 238 57 80 87 14
## 245 2023-09-02 Pusat Darah Negara 639 141 187 278 33
## 246 2023-09-03 Pusat Darah Negara 898 213 239 395 51
## 247 2023-09-04 Pusat Darah Negara 295 68 77 122 28
## 248 2023-09-05 Pusat Darah Negara 351 100 80 146 25
## 249 2023-09-06 Pusat Darah Negara 388 114 94 160 19
## 250 2023-09-07 Pusat Darah Negara 564 134 163 234 33
## 251 2023-09-08 Pusat Darah Negara 277 55 79 122 20
## 252 2023-09-09 Pusat Darah Negara 753 181 227 306 39
## 253 2023-09-10 Pusat Darah Negara 948 239 235 412 62
## 254 2023-09-11 Pusat Darah Negara 411 91 109 188 23
## 255 2023-09-12 Pusat Darah Negara 399 102 99 173 24
## 256 2023-09-13 Pusat Darah Negara 629 142 191 250 45
## 257 2023-09-14 Pusat Darah Negara 554 128 164 233 29
## 258 2023-09-15 Pusat Darah Negara 315 80 85 135 15
## 259 2023-09-16 Pusat Darah Negara 945 239 254 391 61
## 260 2023-09-17 Pusat Darah Negara 996 242 267 441 46
## 261 2023-09-18 Pusat Darah Negara 350 94 90 146 20
## 262 2023-09-19 Pusat Darah Negara 629 163 156 271 39
## 263 2023-09-20 Pusat Darah Negara 475 116 143 193 23
## 264 2023-09-21 Pusat Darah Negara 604 142 175 252 35
## 265 2023-09-22 Pusat Darah Negara 246 67 56 114 9
## 266 2023-09-23 Pusat Darah Negara 752 164 217 333 38
## 267 2023-09-24 Pusat Darah Negara 823 193 241 354 35
## 268 2023-09-25 Pusat Darah Negara 562 129 175 223 35
## 269 2023-09-26 Pusat Darah Negara 435 106 118 190 21
## 270 2023-09-27 Pusat Darah Negara 508 119 143 207 39
## 271 2023-09-28 Pusat Darah Negara 690 207 177 265 41
## 272 2023-09-29 Pusat Darah Negara 237 51 54 114 18
## 273 2023-09-30 Pusat Darah Negara 555 149 156 209 41
## 274 2023-10-01 Pusat Darah Negara 774 192 201 353 28
## 275 2023-10-02 Pusat Darah Negara 250 47 73 118 12
## 276 2023-10-03 Pusat Darah Negara 478 130 127 194 27
## 277 2023-10-04 Pusat Darah Negara 384 94 114 155 21
## 278 2023-10-05 Pusat Darah Negara 425 122 99 181 23
## 279 2023-10-06 Pusat Darah Negara 259 64 82 98 15
## 280 2023-10-07 Pusat Darah Negara 710 194 205 271 40
## 281 2023-10-08 Pusat Darah Negara 927 238 241 409 39
## 282 2023-10-09 Pusat Darah Negara 410 85 109 187 29
## 283 2023-10-10 Pusat Darah Negara 485 114 110 227 34
## 284 2023-10-11 Pusat Darah Negara 389 104 101 156 28
## 285 2023-10-12 Pusat Darah Negara 427 116 109 179 23
## 286 2023-10-13 Pusat Darah Negara 183 51 40 83 9
## 287 2023-10-14 Pusat Darah Negara 700 183 184 278 55
## 288 2023-10-15 Pusat Darah Negara 1000 253 250 443 54
## 289 2023-10-16 Pusat Darah Negara 527 145 141 208 33
## 290 2023-10-17 Pusat Darah Negara 557 147 157 221 32
## 291 2023-10-18 Pusat Darah Negara 638 174 187 247 30
## 292 2023-10-19 Pusat Darah Negara 542 135 164 209 34
## 293 2023-10-20 Pusat Darah Negara 343 93 100 131 19
## 294 2023-10-21 Pusat Darah Negara 764 190 205 312 57
## 295 2023-10-22 Pusat Darah Negara 739 176 192 334 37
## 296 2023-10-23 Pusat Darah Negara 355 87 101 161 6
## 297 2023-10-24 Pusat Darah Negara 407 103 115 181 8
## 298 2023-10-25 Pusat Darah Negara 419 108 125 181 5
## 299 2023-10-26 Pusat Darah Negara 392 103 99 181 9
## 300 2023-10-27 Pusat Darah Negara 219 55 65 96 3
## 301 2023-10-28 Pusat Darah Negara 800 218 220 356 6
## 302 2023-10-29 Pusat Darah Negara 949 278 272 397 2
## 303 2023-10-30 Pusat Darah Negara 499 120 159 206 14
## 304 2023-10-31 Pusat Darah Negara 672 180 191 295 6
## 305 2023-11-01 Pusat Darah Negara 776 198 225 342 11
## 306 2023-11-02 Pusat Darah Negara 591 169 146 262 14
## 307 2023-11-03 Pusat Darah Negara 194 54 53 85 2
## 308 2023-11-04 Pusat Darah Negara 739 203 212 311 13
## 309 2023-11-05 Pusat Darah Negara 805 216 206 379 4
## 310 2023-11-06 Pusat Darah Negara 469 98 154 193 24
## 311 2023-11-07 Pusat Darah Negara 555 147 138 234 36
## 312 2023-11-08 Pusat Darah Negara 504 127 146 200 31
## 313 2023-11-09 Pusat Darah Negara 489 115 137 212 25
## 314 2023-11-10 Pusat Darah Negara 211 56 49 93 13
## 315 2023-11-11 Pusat Darah Negara 509 124 141 216 28
## 316 2023-11-12 Pusat Darah Negara 491 146 115 213 17
## 317 2023-11-13 Pusat Darah Negara 488 116 123 214 35
## 318 2023-11-14 Pusat Darah Negara 494 113 146 205 30
## 319 2023-11-15 Pusat Darah Negara 496 121 152 190 33
## 320 2023-11-16 Pusat Darah Negara 601 159 157 245 40
## 321 2023-11-17 Pusat Darah Negara 298 69 77 138 14
## 322 2023-11-18 Pusat Darah Negara 658 156 168 300 34
## 323 2023-11-19 Pusat Darah Negara 988 243 234 454 57
## 324 2023-11-20 Pusat Darah Negara 239 54 76 100 9
## 325 2023-11-21 Pusat Darah Negara 448 117 111 188 32
## 326 2023-11-22 Pusat Darah Negara 421 91 119 187 24
## 327 2023-11-23 Pusat Darah Negara 426 100 136 158 32
## 328 2023-11-24 Pusat Darah Negara 258 68 62 115 13
## 329 2023-11-25 Pusat Darah Negara 864 231 231 354 48
## 330 2023-11-26 Pusat Darah Negara 643 165 188 251 39
## 331 2023-11-27 Pusat Darah Negara 316 73 92 129 22
## 332 2023-11-28 Pusat Darah Negara 475 117 130 200 28
## 333 2023-11-29 Pusat Darah Negara 484 110 156 195 23
## 334 2023-11-30 Pusat Darah Negara 471 98 124 220 29
## 335 2023-12-01 Pusat Darah Negara 248 60 66 104 18
## 336 2023-12-02 Pusat Darah Negara 584 141 152 262 29
## 337 2023-12-03 Pusat Darah Negara 707 158 190 320 39
## 338 2023-12-04 Pusat Darah Negara 319 90 71 134 24
## 339 2023-12-05 Pusat Darah Negara 475 119 129 197 30
## 340 2023-12-06 Pusat Darah Negara 451 112 114 205 20
## 341 2023-12-07 Pusat Darah Negara 715 181 188 297 49
## 342 2023-12-08 Pusat Darah Negara 276 66 60 138 12
## 343 2023-12-09 Pusat Darah Negara 874 206 222 391 55
## 344 2023-12-10 Pusat Darah Negara 844 205 229 361 49
## 345 2023-12-11 Pusat Darah Negara 506 119 153 211 23
## 346 2023-12-12 Pusat Darah Negara 497 121 142 206 28
## 347 2023-12-13 Pusat Darah Negara 480 118 136 188 38
## 348 2023-12-14 Pusat Darah Negara 517 158 138 191 29
## 349 2023-12-15 Pusat Darah Negara 385 100 102 163 20
## 350 2023-12-16 Pusat Darah Negara 676 178 175 282 41
## 351 2023-12-17 Pusat Darah Negara 961 233 253 428 47
## 352 2023-12-18 Pusat Darah Negara 440 113 123 185 19
## 353 2023-12-19 Pusat Darah Negara 619 164 161 260 34
## 354 2023-12-20 Pusat Darah Negara 572 141 134 256 41
## 355 2023-12-21 Pusat Darah Negara 416 93 116 180 27
## 356 2023-12-22 Pusat Darah Negara 327 80 80 146 21
## 357 2023-12-23 Pusat Darah Negara 581 133 143 265 40
## 358 2023-12-24 Pusat Darah Negara 696 165 170 328 33
## 359 2023-12-25 Pusat Darah Negara 715 185 162 335 33
## 360 2023-12-26 Pusat Darah Negara 445 113 122 191 19
## 361 2023-12-27 Pusat Darah Negara 470 117 115 213 25
## 362 2023-12-28 Pusat Darah Negara 600 157 193 223 27
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## 365 2023-12-31 Pusat Darah Negara 1038 236 302 432 68
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## 367 2024-01-02 Pusat Darah Negara 299 95 77 108 19
## 368 2024-01-03 Pusat Darah Negara 419 124 102 163 30
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## 381 2024-01-16 Pusat Darah Negara 515 130 134 218 33
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## 387 2024-01-22 Pusat Darah Negara 180 50 43 78 9
## 388 2024-01-23 Pusat Darah Negara 427 101 119 198 9
## 389 2024-01-24 Pusat Darah Negara 306 79 87 133 7
## 390 2024-01-25 Pusat Darah Negara 1521 334 475 687 25
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## 401 2024-02-05 Pusat Darah Negara 383 94 108 171 10
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## 416 2024-02-20 Pusat Darah Negara 539 139 133 237 30
## 417 2024-02-21 Pusat Darah Negara 473 129 109 210 25
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## 437 2024-03-12 Pusat Darah Negara 144 30 40 67 7
## 438 2024-03-13 Pusat Darah Negara 268 65 61 133 9
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## 441 2024-03-16 Pusat Darah Negara 588 153 154 259 22
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## 445 2024-03-20 Pusat Darah Negara 349 97 93 137 22
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## 465 2024-04-09 Pusat Darah Negara 175 48 44 80 3
## 466 2024-04-10 Pusat Darah Negara 0 0 0 0 0
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## 485 2024-04-29 Pusat Darah Negara 332 80 86 146 20
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## 489 2024-05-03 Pusat Darah Negara 353 95 87 153 18
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## 491 2024-05-05 Pusat Darah Negara 771 208 181 347 35
## 492 2024-05-06 Pusat Darah Negara 293 73 81 123 16
## 493 2024-05-07 Pusat Darah Negara 612 149 161 256 46
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## 551 2024-07-04 Pusat Darah Negara 325 78 82 146 19
## 552 2024-07-05 Pusat Darah Negara 316 79 81 144 12
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## 554 2024-07-07 Pusat Darah Negara 695 179 197 281 38
## 555 2024-07-08 Pusat Darah Negara 468 117 126 203 22
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## 559 2024-07-12 Pusat Darah Negara 301 72 91 117 20
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## 586 2024-08-08 Pusat Darah Negara 694 167 186 297 44
## 587 2024-08-09 Pusat Darah Negara 256 58 68 116 14
## 588 2024-08-10 Pusat Darah Negara 655 161 175 269 49
## 589 2024-08-11 Pusat Darah Negara 961 240 259 425 37
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## 591 2024-08-13 Pusat Darah Negara 503 130 140 203 30
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## 593 2024-08-15 Pusat Darah Negara 561 119 168 241 33
## 594 2024-08-16 Pusat Darah Negara 424 112 110 177 25
## 595 2024-08-17 Pusat Darah Negara 680 171 181 289 39
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## 598 2024-08-20 Pusat Darah Negara 411 95 108 184 24
## 599 2024-08-21 Pusat Darah Negara 583 157 156 236 34
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## 602 2024-08-24 Pusat Darah Negara 756 204 190 326 36
## 603 2024-08-25 Pusat Darah Negara 1018 262 271 435 50
## 604 2024-08-26 Pusat Darah Negara 264 65 71 110 18
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## 606 2024-08-28 Pusat Darah Negara 521 104 149 237 31
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## 608 2024-08-30 Pusat Darah Negara 425 102 119 179 25
## 609 2024-08-31 Pusat Darah Negara 1065 248 301 458 58
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## 611 2024-09-02 Pusat Darah Negara 245 63 59 108 15
## 612 2024-09-03 Pusat Darah Negara 309 87 87 121 14
## 613 2024-09-04 Pusat Darah Negara 420 88 131 184 17
## 614 2024-09-05 Pusat Darah Negara 541 146 151 214 30
## 615 2024-09-06 Pusat Darah Negara 350 87 95 152 16
## 616 2024-09-07 Pusat Darah Negara 917 269 242 360 46
## 617 2024-09-08 Pusat Darah Negara 925 261 244 380 40
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## 619 2024-09-10 Pusat Darah Negara 535 152 147 211 25
## 620 2024-09-11 Pusat Darah Negara 511 149 142 194 26
## 621 2024-09-12 Pusat Darah Negara 662 166 204 256 36
## 622 2024-09-13 Pusat Darah Negara 427 107 106 179 35
## 623 2024-09-14 Pusat Darah Negara 450 125 128 178 19
## 624 2024-09-15 Pusat Darah Negara 668 185 157 294 32
## 625 2024-09-16 Pusat Darah Negara 643 179 176 261 27
## 626 2024-09-17 Pusat Darah Negara 557 141 145 240 31
## 627 2024-09-18 Pusat Darah Negara 420 104 112 168 36
## 628 2024-09-19 Pusat Darah Negara 477 124 127 192 34
## 629 2024-09-20 Pusat Darah Negara 296 75 74 132 15
## 630 2024-09-21 Pusat Darah Negara 584 142 147 265 30
## 631 2024-09-22 Pusat Darah Negara 854 222 225 354 53
## 632 2024-09-23 Pusat Darah Negara 341 85 86 152 18
## 633 2024-09-24 Pusat Darah Negara 540 122 131 253 34
## 634 2024-09-25 Pusat Darah Negara 502 119 137 213 33
## 635 2024-09-26 Pusat Darah Negara 482 132 122 199 29
## 636 2024-09-27 Pusat Darah Negara 371 106 92 156 17
## 637 2024-09-28 Pusat Darah Negara 876 243 217 368 48
## 638 2024-09-29 Pusat Darah Negara 966 249 225 443 49
## 639 2024-09-30 Pusat Darah Negara 462 117 119 216 10
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## 641 2024-10-02 Pusat Darah Negara 462 133 121 196 12
## 642 2024-10-03 Pusat Darah Negara 583 139 174 260 10
## 643 2024-10-04 Pusat Darah Negara 286 84 79 115 8
## 644 2024-10-05 Pusat Darah Negara 811 220 238 345 8
## 645 2024-10-06 Pusat Darah Negara 790 190 213 380 7
## 646 2024-10-07 Pusat Darah Negara 459 105 151 192 11
## 647 2024-10-08 Pusat Darah Negara 342 99 95 144 4
## 648 2024-10-09 Pusat Darah Negara 378 79 120 172 7
## 649 2024-10-10 Pusat Darah Negara 579 153 173 237 16
## 650 2024-10-11 Pusat Darah Negara 374 107 106 154 7
## 651 2024-10-12 Pusat Darah Negara 631 182 144 273 32
## 652 2024-10-13 Pusat Darah Negara 910 231 251 380 48
## 653 2024-10-14 Pusat Darah Negara 413 96 102 195 20
## 654 2024-10-15 Pusat Darah Negara 498 101 146 219 32
## 655 2024-10-16 Pusat Darah Negara 685 177 194 266 48
## 656 2024-10-17 Pusat Darah Negara 480 114 122 215 29
## 657 2024-10-18 Pusat Darah Negara 494 129 115 220 30
## 658 2024-10-19 Pusat Darah Negara 725 168 194 312 51
## 659 2024-10-20 Pusat Darah Negara 1037 277 258 448 54
## 660 2024-10-21 Pusat Darah Negara 692 170 201 284 37
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## 662 2024-10-23 Pusat Darah Negara 749 188 204 320 37
## 663 2024-10-24 Pusat Darah Negara 652 167 202 255 28
## 664 2024-10-25 Pusat Darah Negara 417 98 114 173 32
## 665 2024-10-26 Pusat Darah Negara 744 199 188 315 42
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## 668 2024-10-29 Pusat Darah Negara 451 105 146 176 24
## 669 2024-10-30 Pusat Darah Negara 435 115 110 180 30
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## 672 2024-11-02 Pusat Darah Negara 656 163 192 258 43
## 673 2024-11-03 Pusat Darah Negara 751 178 203 336 34
## 674 2024-11-04 Pusat Darah Negara 310 59 87 147 17
## 675 2024-11-05 Pusat Darah Negara 470 99 131 213 27
## 676 2024-11-06 Pusat Darah Negara 561 134 156 241 30
## 677 2024-11-07 Pusat Darah Negara 232 58 64 98 12
## 678 2024-11-08 Pusat Darah Negara 562 124 169 233 36
## 679 2024-11-09 Pusat Darah Negara 859 235 234 339 51
## 680 2024-11-10 Pusat Darah Negara 979 240 254 436 49
## 681 2024-11-11 Pusat Darah Negara 326 84 83 131 28
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## 683 2024-11-13 Pusat Darah Negara 563 135 166 238 24
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## 685 2024-11-15 Pusat Darah Negara 296 68 74 127 27
## 686 2024-11-16 Pusat Darah Negara 559 134 146 247 32
## 687 2024-11-17 Pusat Darah Negara 871 210 233 378 50
## 688 2024-11-18 Pusat Darah Negara 456 127 116 189 24
## 689 2024-11-19 Pusat Darah Negara 559 149 157 232 21
## 690 2024-11-20 Pusat Darah Negara 623 163 173 248 39
## 691 2024-11-21 Pusat Darah Negara 519 119 133 241 26
## 692 2024-11-22 Pusat Darah Negara 379 101 92 159 27
## 693 2024-11-23 Pusat Darah Negara 657 175 175 272 35
## 694 2024-11-24 Pusat Darah Negara 703 172 203 296 32
## 695 2024-11-25 Pusat Darah Negara 330 72 93 144 21
## 696 2024-11-26 Pusat Darah Negara 562 138 149 237 38
## 697 2024-11-27 Pusat Darah Negara 522 147 149 194 32
## 698 2024-11-28 Pusat Darah Negara 548 138 156 217 37
## 699 2024-11-29 Pusat Darah Negara 444 108 122 180 34
## 700 2024-11-30 Pusat Darah Negara 626 160 159 274 33
## 701 2024-12-01 Pusat Darah Negara 880 226 246 369 39
## 702 2024-12-02 Pusat Darah Negara 386 102 113 153 18
## 703 2024-12-03 Pusat Darah Negara 704 172 203 292 37
## 704 2024-12-04 Pusat Darah Negara 517 133 156 197 31
## 705 2024-12-05 Pusat Darah Negara 798 224 212 320 42
## 706 2024-12-06 Pusat Darah Negara 388 95 100 167 26
## 707 2024-12-07 Pusat Darah Negara 809 209 219 347 34
## 708 2024-12-08 Pusat Darah Negara 770 212 186 338 34
## 709 2024-12-09 Pusat Darah Negara 430 111 125 177 17
## 710 2024-12-10 Pusat Darah Negara 466 106 148 206 5
## 711 2024-12-11 Pusat Darah Negara 754 198 220 327 9
## 712 2024-12-12 Pusat Darah Negara 615 167 192 245 11
## 713 2024-12-13 Pusat Darah Negara 280 75 75 127 3
## 714 2024-12-14 Pusat Darah Negara 626 163 179 276 8
## 715 2024-12-15 Pusat Darah Negara 822 240 222 357 3
## 716 2024-12-16 Pusat Darah Negara 337 79 100 154 4
## 717 2024-12-17 Pusat Darah Negara 449 108 122 214 5
## 718 2024-12-18 Pusat Darah Negara 489 138 147 197 7
## 719 2024-12-19 Pusat Darah Negara 561 134 162 240 25
## 720 2024-12-20 Pusat Darah Negara 254 73 68 100 13
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## 720 2024# Group by Hospital, Year, and Month and summarize daily total
summary_df <- filtered_hospital %>%
group_by(hospital, Year, Month) %>%
summarise(Total_Daily = sum(daily, na.rm = TRUE)) %>%
arrange(hospital, Year, Month)## `summarise()` has grouped output by 'hospital', 'Year'. You can override using
## the `.groups` argument.# Check daily donation by Hospital according to month year
print(summary_df)## # A tibble: 24 × 4
## # Groups: hospital, Year [2]
## hospital Year Month Total_Daily
## <chr> <dbl> <ord> <dbl>
## 1 Pusat Darah Negara 2023 Jan 16949
## 2 Pusat Darah Negara 2023 Feb 17340
## 3 Pusat Darah Negara 2023 Mar 19092
## 4 Pusat Darah Negara 2023 Apr 12535
## 5 Pusat Darah Negara 2023 May 17944
## 6 Pusat Darah Negara 2023 Jun 20267
## 7 Pusat Darah Negara 2023 Jul 18337
## 8 Pusat Darah Negara 2023 Aug 17615
## 9 Pusat Darah Negara 2023 Sep 16466
## 10 Pusat Darah Negara 2023 Oct 16623
## # ℹ 14 more rows# Plot the data using ggplot2
ggplot(summary_df, aes(x = interaction(Year, Month, sep = "-"), y = Total_Daily, group = hospital, color = hospital)) +
geom_line(size = 1) +
geom_point() +
theme_minimal() +
labs(
title = "Monthly Total Daily Donations by pusat darah negara", # Replace the hospital name here
x = "Year-Month",
y = "Total Daily Donations",
color = "Hospital"
) +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
scale_x_discrete(guide = guide_axis(n.dodge = 2))
5. Bar Chart: Total Blood donations per year
# Add Year columns
df$Year <- year(df$date)
# Summarize donation by year
donations_yearly <- df %>%
group_by(Year) %>%
summarise(total_donations_yearly = sum(daily))
# View the result
# print(donations_yearly)
# Create bar chart for yearly donations
ggplot(donations_yearly, aes(x = as.numeric(Year), y = total_donations_yearly, fill = Year)) +
geom_bar(stat = "identity")+
# Format x-axis and y-axis label
scale_x_continuous(breaks = unique(as.numeric(df$Year)))+
scale_y_continuous(labels = function(x) format(x, big.mark = ",", scientific = FALSE))+
labs(
title = "Total Blood Donations Per Year",
x = "Year",
y = "Total Donations"
) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
# Explanation:
#a. Before Covid-19: Total blood donation was almost increased every years, except there was slightly decreased in 2016, 2017, and 2019
#b. During Covid-19: Total blood donation was decreased almost 100,000 in total
#c. After Covid-19: Total blood donation was increased, to the same amount before Covid-19.6.Bar Chart: Total donations by blood type
# Summarize donation by blood type
bloodt_total_donations <- df %>%
summarise(
blood_a_sum = sum(blood_a),
blood_b_sum = sum(blood_b),
blood_o_sum = sum(blood_o),
blood_ab_sum = sum(blood_ab)
)
# View result: total donation by blood type
bloodt_total_donations## blood_a_sum blood_b_sum blood_o_sum blood_ab_sum
## 1 2190614 2400745 3682430 546461# Convert into long format
bt_total <- bloodt_total_donations %>%
pivot_longer(
cols = everything(),
names_to = "Blood_Type",
values_to = "Total_Donations"
)
# Create bar chart for total blood donations based on blood type
ggplot(bt_total, aes(x = Blood_Type, y = Total_Donations, fill = Blood_Type)) +
geom_bar(stat = "identity") +
scale_y_continuous(labels = function(x) format(x, big.mark = ",", scientific = FALSE))+
labs(
title = "Total Donations by Blood Type",
x = "Blood Type",
y = "Total Donations"
) +
theme_minimal()
theme(axis.text.x = element_text(angle = 45, hjust = 1))## List of 1
## $ axis.text.x:List of 11
## ..$ family : NULL
## ..$ face : NULL
## ..$ colour : NULL
## ..$ size : NULL
## ..$ hjust : num 1
## ..$ vjust : NULL
## ..$ angle : num 45
## ..$ lineheight : NULL
## ..$ margin : NULL
## ..$ debug : NULL
## ..$ inherit.blank: logi FALSE
## ..- attr(*, "class")= chr [1:2] "element_text" "element"
## - attr(*, "class")= chr [1:2] "theme" "gg"
## - attr(*, "complete")= logi FALSE
## - attr(*, "validate")= logi TRUE#Explanation:
#a. The highest total donation by blood type O
#b. The lowest total donation by blood type AB
#c. Total donation by blood type A and B > 2 millions7. Line Chart: Total donations by blood type per year
# Summarize blood type donations per year
bt_donations_yearly <- df %>%
group_by(Year) %>%
summarise(
total_blood_a = sum(blood_a),
total_blood_b = sum(blood_b),
total_blood_o = sum(blood_o),
total_blood_ab = sum(blood_ab)
)
# Reshape to long format
# Load library(tidyr) if it is not yet load
bt_yearly <- bt_donations_yearly %>%
pivot_longer(cols = starts_with("total_blood_"), names_to="Blood_Types", values_to="Yearly_Donations")
# View the result
print(bt_yearly)## # A tibble: 76 × 3
## Year Blood_Types Yearly_Donations
## <dbl> <chr> <int>
## 1 2006 total_blood_a 55040
## 2 2006 total_blood_b 59599
## 3 2006 total_blood_o 89490
## 4 2006 total_blood_ab 14759
## 5 2007 total_blood_a 69593
## 6 2007 total_blood_b 76389
## 7 2007 total_blood_o 114931
## 8 2007 total_blood_ab 18459
## 9 2008 total_blood_a 86357
## 10 2008 total_blood_b 95706
## # ℹ 66 more rows# Line Chart Blood Types Donations Yearly
ggplot(bt_yearly, aes(x = as.numeric(Year), y=Yearly_Donations,
color = Blood_Types, group = Blood_Types)) +
# Setting the line width and dot
geom_line(size = 1) +
geom_point(size = 2) +
# Format x-axis and y-axis label
scale_x_continuous(breaks = unique(as.numeric(df$Year)))+
labs(
title = "Yearly Blood Donations by Blood Types",
x = "Year",
y = "Total Donation",
color = "Blood Types"
) +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5), # Position at center
axis.text.x = element_text(hjust = 1, angle = 45)
)
8. Bar Chart: Total donations by donors type
# Summarize donors type per year
donor_types <- df %>%
summarise(
donors_new = sum(donations_new),
donors_reg = sum(donations_regular),
donors_irreg = sum(donations_irregular)
)
# View result: total donation by donors types
donor_types## donors_new donors_reg donors_irreg
## 1 2874008 4794591 1151874# Convert into long format
donors_total <- donor_types %>%
pivot_longer(
cols = everything(),
names_to = "donors",
values_to = "donations_total"
)
# Create bar chart for total blood donations based on donor types
ggplot(donors_total, aes(x = donors, y = donations_total, fill = donors)) +
geom_bar(stat = "identity") +
scale_y_continuous(labels = function(x) format(x, big.mark = ",", scientific = FALSE))+
labs(
title = "Total Donations by Donor Types",
x = "Donor Types",
y = "Total Blood Donation"
) +
theme_minimal()
theme(axis.text.x = element_text(angle = 45, hjust = 1))## List of 1
## $ axis.text.x:List of 11
## ..$ family : NULL
## ..$ face : NULL
## ..$ colour : NULL
## ..$ size : NULL
## ..$ hjust : num 1
## ..$ vjust : NULL
## ..$ angle : num 45
## ..$ lineheight : NULL
## ..$ margin : NULL
## ..$ debug : NULL
## ..$ inherit.blank: logi FALSE
## ..- attr(*, "class")= chr [1:2] "element_text" "element"
## - attr(*, "class")= chr [1:2] "theme" "gg"
## - attr(*, "complete")= logi FALSE
## - attr(*, "validate")= logi TRUE9. Bar Chart: Total donation by donor types per year
# Summarize donor types donation per year
dt_donation_yearly <- df %>%
group_by(Year) %>%
summarise(
total_donor_new = sum(donations_new),
total_donor_regular = sum(donations_regular),
total_donor_irregular = sum(donations_irregular)
)
# View result: total donation by donors types
dt_donation_yearly## # A tibble: 19 × 4
## Year total_donor_new total_donor_regular total_donor_irregular
## <dbl> <int> <int> <int>
## 1 2006 136426 79697 2769
## 2 2007 153430 122718 3230
## 3 2008 184850 153193 10324
## 4 2009 179634 185894 19752
## 5 2010 167712 197172 28279
## 6 2011 166013 212307 38431
## 7 2012 156780 222382 45564
## 8 2013 156492 230197 53218
## 9 2014 179072 246372 62362
## 10 2015 183171 282021 70630
## 11 2016 169744 290224 73321
## 12 2017 156942 293247 78935
## 13 2018 163316 310896 90892
## 14 2019 157808 311299 91670
## 15 2020 115606 294259 87725
## 16 2021 96702 321522 81541
## 17 2022 120930 330081 108816
## 18 2023 118285 352633 104485
## 19 2024 111095 358477 99930# Reshape to long format
# Load library(tidyr) if it is not yet load
dt_yearly <- dt_donation_yearly %>%
pivot_longer(cols = starts_with("total_"), names_to="donors_types", values_to="dt_year_donations")
# View the result
print(dt_yearly)## # A tibble: 57 × 3
## Year donors_types dt_year_donations
## <dbl> <chr> <int>
## 1 2006 total_donor_new 136426
## 2 2006 total_donor_regular 79697
## 3 2006 total_donor_irregular 2769
## 4 2007 total_donor_new 153430
## 5 2007 total_donor_regular 122718
## 6 2007 total_donor_irregular 3230
## 7 2008 total_donor_new 184850
## 8 2008 total_donor_regular 153193
## 9 2008 total_donor_irregular 10324
## 10 2009 total_donor_new 179634
## # ℹ 47 more rows# Line Chart Donor Types Donations Yearly
ggplot(dt_yearly, aes(x = as.numeric(Year), y=dt_year_donations,
color = donors_types, group = donors_types)) +
# Setting the line width and dot
geom_line(size = 1) +
geom_point(size = 2) +
# Format x-axis and y-axis label
scale_x_continuous(breaks = unique(as.numeric(df$Year)))+
scale_y_continuous(labels = function(x) format(x, big.mark = ",", scientific = FALSE))+
labs(
title = "Yearly Blood Donations by Donor Types",
x = "Year",
y = "Total Donation",
color = "Donor Types"
) +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5), # Position at center
axis.text.x = element_text(hjust = 1, angle = 45)
)
10. To find out correlation between some variables
cor_matrix <- cor(df[, c("daily", "donations_new", "donations_regular", "donations_irregular")])
#print(cor_matrix)
library(reshape2)
cor_long <- melt(cor_matrix)
# Plot the heatmap
ggplot(cor_long, aes(x = Var2, y = Var1, fill = value)) +
geom_tile() +
geom_text(aes(label = round(value, 2)), color = "black") +
scale_fill_gradient2(low = "light blue", high = "blue", midpoint = 0, limit = c(-1, 1)) +
labs(
title = "Correlation Heatmap",
x = "",
y = "",
fill = "Correlation"
) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
Modelling
Model 1: Time Series Forecasting Model (Regression Problem) using SARIMA
Objective 1:Understanding the current blood donation trend from 2006 to the present. Outcome: Insights into donation patterns and expected future trends.
Model 2: Clustering and Role-based Insights
Objective2 : Group hospitals based on donation patterns and identify low blood supply issues. Outcome: Insights into hospitals that may require more donations.
Model 1: Time Series Forecasting Model (Regression Problem)
# Aggregate donations by month
monthly_data <- df %>%
group_by(Year = year(date), Month = month(date)) %>%
summarise(Total_Donations = sum(daily, na.rm = TRUE), .groups = "drop") %>%
arrange(Year, Month)
# Create a time series object
monthly_ts <- ts(monthly_data$Total_Donations,
start = c(min(monthly_data$Year), min(monthly_data$Month)),
frequency = 12)
# Plot the time series
autoplot(monthly_ts) +
ggtitle("Monthly Blood Donations Over Time") +
xlab("Year") +
ylab("Total Donations") +
theme_minimal()
# Split into training (70%) and testing (30%) datasets
train_size <- floor(0.7 * length(monthly_ts))
train_ts <- window(monthly_ts, end = c(start(monthly_ts)[1] + (train_size - 1) %/% 12, (train_size - 1) %% 12 + 1))
test_ts <- window(monthly_ts, start = c(start(monthly_ts)[1] + train_size %/% 12, train_size %% 12 + 1))
#----------------Decomposition
# Perform decomposition
decomposition <- decompose(monthly_ts)
# Plot the decomposition
autoplot(decomposition) +
ggtitle("Decomposition of Monthly Blood Donations")
# Analyze the components (trend, seasonality, residuals)
print(decomposition$trend)## Jan Feb Mar Apr May Jun Jul Aug
## 2006 NA NA NA NA NA NA 18658.21 19345.75
## 2007 20855.17 21439.25 21719.58 22106.83 22615.25 23029.33 23560.42 23892.00
## 2008 26608.00 27419.87 27869.17 27956.50 28501.96 28904.42 29013.67 29349.75
## 2009 30948.21 30848.75 30862.54 31381.92 31717.79 31919.37 32491.00 32691.46
## 2010 32965.92 32822.46 32707.96 32916.33 32881.46 32758.37 32583.42 32364.67
## 2011 33364.96 33388.04 33499.54 33995.75 34298.67 34608.87 34772.88 35043.75
## 2012 35483.46 35362.50 35534.62 35474.21 35328.75 35410.96 35457.96 35293.67
## 2013 35757.96 35906.71 36172.75 36378.29 36464.04 36501.88 36724.83 36965.29
## 2014 37928.42 38169.46 39162.08 39603.71 40046.08 40521.54 41067.12 41610.46
## 2015 43096.96 43845.71 43870.00 43842.96 44202.75 44507.67 44419.12 44296.12
## 2016 45235.67 45311.08 45379.08 45306.42 45040.42 44674.54 44396.21 44512.42
## 2017 43674.92 43805.62 43524.58 43515.58 43749.75 43991.62 44338.12 44531.29
## 2018 45563.58 45901.04 46155.96 46482.21 46800.42 47004.04 47147.96 47265.62
## 2019 47616.00 47297.25 47158.00 47022.62 46748.33 46679.33 46359.29 46070.42
## 2020 42872.46 42523.83 42399.54 42084.79 41872.29 41605.54 41481.29 41290.88
## 2021 41952.00 41375.50 41300.62 41329.25 41224.38 41452.00 41732.67 41702.71
## 2022 44018.88 44813.83 45104.00 45728.79 46209.96 46442.21 46737.21 47205.58
## 2023 48048.79 48106.79 48159.67 48024.75 47992.88 48028.71 48068.46 48143.62
## 2024 48319.62 48332.21 48375.25 48501.21 48695.50 48117.04 NA NA
## Sep Oct Nov Dec
## 2006 19678.08 19890.67 20059.46 20294.12
## 2007 24179.67 24782.88 25557.58 26195.71
## 2008 29892.63 30165.71 30392.33 30699.71
## 2009 32634.83 32747.08 32812.96 32886.88
## 2010 32459.17 32682.71 32596.17 32744.71
## 2011 35179.33 35152.92 35424.46 35611.37
## 2012 35290.04 35558.08 35672.29 35809.04
## 2013 37041.58 37119.08 37555.83 38075.54
## 2014 41985.83 42470.33 42812.83 42759.00
## 2015 44557.71 44777.42 45127.92 45288.83
## 2016 44661.96 44562.75 44326.75 43772.62
## 2017 44530.00 44700.00 44720.08 44988.75
## 2018 47472.92 47786.87 47566.38 47477.58
## 2019 45469.54 43932.46 43127.88 43251.13
## 2020 41377.08 41929.25 42327.29 42376.46
## 2021 41737.38 41926.54 42228.42 42919.75
## 2022 47778.67 47911.67 47938.71 48027.42
## 2023 48046.33 48233.04 48571.29 48503.46
## 2024 NA NA NA NAprint(decomposition$seasonal)## Jan Feb Mar Apr May Jun
## 2006 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2007 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2008 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2009 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2010 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2011 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2012 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2013 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2014 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2015 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2016 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2017 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2018 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2019 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2020 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2021 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2022 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2023 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## 2024 2276.5453 -1331.2301 3266.4342 -1949.5750 1780.0615 -1103.7602
## Jul Aug Sep Oct Nov Dec
## 2006 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2007 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2008 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2009 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2010 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2011 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2012 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2013 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2014 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2015 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2016 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2017 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2018 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2019 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2020 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2021 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2022 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2023 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394
## 2024 978.2745 2412.1842 -1750.9986 -500.7047 -1328.4917 -2748.7394print(decomposition$random)## Jan Feb Mar Apr May
## 2006 NA NA NA NA NA
## 2007 1908.288002 5979.980131 -1974.017554 31.741705 -3694.311535
## 2008 2851.454668 1261.355131 -2481.600887 3017.075039 176.980131
## 2009 -1894.753665 6304.480131 -917.975887 1588.658372 403.146798
## 2010 5311.538002 -82.228202 290.607446 -305.758295 1180.480131
## 2011 588.496335 -1573.811535 2693.024113 785.825039 -4484.728202
## 2012 -483.003665 1905.730131 -1542.059221 873.366705 -563.811535
## 2013 785.496335 -4124.478202 3218.815779 1003.283372 7.896798
## 2014 197.038002 -2198.228202 -2128.517554 1995.866705 2689.855131
## 2015 5027.496335 -4833.478202 -868.434221 3416.616705 1093.188465
## 2016 -2694.211998 -3667.853202 1269.482446 3579.158372 7041.521798
## 2017 -2202.461998 1695.605131 2854.982446 3257.991705 4780.188465
## 2018 1775.871335 -1630.811535 1423.607446 3171.366705 -668.478202
## 2019 1066.454668 -1546.019869 3915.565779 6671.950039 -9949.394869
## 2020 -3121.003665 5225.396798 -7744.975887 -8861.216628 -3912.353202
## 2021 -1827.545332 1430.730131 365.940779 -1865.674961 48.563465
## 2022 -1840.420332 -4780.603202 167.565779 -5330.216628 1372.980131
## 2023 -3829.336998 1126.438465 1665.899113 -8988.174961 1601.063465
## 2024 -1261.170332 -133.978202 150.315779 -3683.633295 3235.438465
## Jun Jul Aug Sep Oct
## 2006 NA 214.517168 -847.934221 3550.915316 -7741.961998
## 2007 -1853.573110 3582.308835 353.815779 29.331983 -4320.170332
## 2008 -2171.656443 2467.058835 10043.065779 -10047.626350 -3243.003665
## 2009 -1251.614776 1018.725502 2285.357446 -8042.834684 1893.621335
## 2010 -2257.614776 2990.308835 -2894.850887 -5108.168017 4199.996335
## 2011 3704.885224 7873.850502 -12092.934221 1366.665316 4443.788002
## 2012 2437.801890 4583.767168 -12640.850887 5684.956983 -1840.378665
## 2013 2921.885224 515.892168 -7941.475887 3947.415316 1517.621335
## 2014 5111.218557 -13566.399498 2938.357446 7301.165316 -1532.628665
## 2015 -2726.906443 -4955.399498 6259.690779 -694.709684 935.288002
## 2016 -5817.781443 -3284.482832 6205.399113 671.040316 -2064.045332
## 2017 -14881.864776 4175.600502 1921.524113 -1677.001350 62.704668
## 2018 -9048.281443 6315.767168 2336.190779 -1650.918017 1836.829668
## 2019 -1521.573110 3224.433835 -238.600887 780.456983 2014.246335
## 2020 5349.218557 -2782.566165 7058.940779 -628.084684 1964.454668
## 2021 3369.760224 -11087.941165 865.107446 2996.623650 -1330.836998
## 2022 8661.551890 4.517168 -1655.767554 937.331983 3697.038002
## 2023 7193.051890 -931.732832 -1596.809221 941.665316 -134.336998
## 2024 3139.718557 NA NA NA NA
## Nov Dec
## 2006 1963.033372 -1101.385610
## 2007 352.908372 -952.968943
## 2008 2149.158372 -2428.968943
## 2009 71.533372 -121.135610
## 2010 -2790.674961 146.031057
## 2011 -1062.966628 168.364390
## 2012 1077.200039 -444.302276
## 2013 -3667.341628 1058.197724
## 2014 -608.341628 -530.260610
## 2015 936.575039 397.906057
## 2016 -1432.258295 -3696.885610
## 2017 1530.408372 -2464.010610
## 2018 1460.116705 -2841.843943
## 2019 2992.616705 2634.614390
## 2020 746.200039 154.281057
## 2021 1626.075039 4292.989390
## 2022 -3549.216628 4224.322724
## 2023 -1436.799961 1863.281057
## 2024 NA NA##OBSERVATION: DECOMPOISITION CONFIRMS SEASONALITY IN DATASET
# NEXT ACTION: SARIMA - Seasonal ARIMA and ProphetSARIMA Model
# Fit a SARIMA model
sarima_model <- Arima(monthly_ts, order = c(2, 1, 1), seasonal = c(1, 1, 1))
# Summarize the SARIMA model
summary(sarima_model)## Series: monthly_ts
## ARIMA(2,1,1)(1,1,1)[12]
##
## Coefficients:
## ar1 ar2 ma1 sar1 sma1
## -0.3659 -0.2794 -0.6598 0.4557 -1.0000
## s.e. 0.0895 0.0823 0.0721 0.0696 0.0782
##
## sigma^2 = 16915369: log likelihood = -2104.71
## AIC=4221.42 AICc=4221.82 BIC=4241.64
##
## Training set error measures:
## ME RMSE MAE MPE MAPE MASE
## Training set -416.6388 3947.144 2725.346 -2.008029 7.475266 0.6446787
## ACF1
## Training set -0.006194841# Check residuals to ensure proper fit
checkresiduals(sarima_model)
##
## Ljung-Box test
##
## data: Residuals from ARIMA(2,1,1)(1,1,1)[12]
## Q* = 32.39, df = 19, p-value = 0.02824
##
## Model df: 5. Total lags used: 24SARIMA Short-Term Forecast(2025-2026) and Long Term Forecast (2025-2030) Short-term forecast for operational planning (2025-2026) and the long-term forecast (2025-2030) for strategic discussions
Forecast for the next 24 months (2025-2026)
sarima_forecast_short <- forecast(sarima_model, h = 24)
# Plot the short-term forecast
autoplot(sarima_forecast_short) +
ggtitle("Short-Term Forecast: 2025-2026") +
xlab("Year") +
ylab("Total Donations") +
theme_minimal()
Forecast for the next 72 months (2025-2030)
sarima_forecast_long <- forecast(sarima_model, h = 72)
# Plot the long-term forecast
autoplot(sarima_forecast_long) +
ggtitle("Long-Term Forecast: 2025-2030") +
xlab("Year") +
ylab("Total Donations") +
theme_minimal()
# Convert sarima_forecast_long to a data frame
forecast_df <- as.data.frame(sarima_forecast_long)
# Add a 'Date' column for filtering
forecast_df$Date <- seq.Date(from = as.Date("2025-01-01"),
by = "month",
length.out = nrow(forecast_df))
# Long-term forecast data preparation
long_term_forecast <- forecast_df %>%
filter(Date >= as.Date("2025-01-01") & Date <= as.Date("2030-12-31"))Interactive Candlestick Chart with Forecasted Data
## Prepare historical candlestick data
candlestick_data <- data.frame(
Date = as.Date(time(monthly_ts)),
Open = lag(as.numeric(monthly_ts)),
High = as.numeric(monthly_ts) + runif(length(monthly_ts), 0, 1000), # Simulated High
Low = as.numeric(monthly_ts) - runif(length(monthly_ts), 0, 1000), # Simulated Low
Close = as.numeric(monthly_ts)
)
# Prepare historical candlestick data (Optional)
# candlestick_data <- data.frame(
# Date = as.Date(as.yearmon(time(monthly_ts)), frac = 1), # Convert decimal time to yearmon, then Date
# Open = lag(as.numeric(monthly_ts)),
# High = as.numeric(monthly_ts) + runif(length(monthly_ts), 0, 1000), # Simulated High
# Low = as.numeric(monthly_ts) - runif(length(monthly_ts), 0, 1000), # Simulated Low
# Close = as.numeric(monthly_ts)
#)
candlestick_data <- na.omit(candlestick_data) # Remove NA rows caused by lag
# Fit SARIMA model
sarima_model <- auto.arima(forecast_df$Date)
# Forecast for the next 72 months
sarima_forecast <- forecast(sarima_model, h = 72)
# Prepare forecast data (2025–2030)
forecast_df <- data.frame(
Date = seq(as.Date("2025-01-01"), as.Date("2030-12-01"), by = "month"),
Forecast = as.numeric(sarima_forecast$mean),
Lower_80 = sarima_forecast$lower[, 1],
Upper_80 = sarima_forecast$upper[, 1],
Lower_95 = sarima_forecast$lower[, 2],
Upper_95 = sarima_forecast$upper[, 2]
)
# Create the plot
fig <- plot_ly() %>%
# Add candlestick chart for historical data
add_trace(
data = candlestick_data,
x = ~Date, open = ~Open, high = ~High, low = ~Low, close = ~Close,
type = "candlestick",
name = "Historical Data"
) %>%
# Add forecast line
add_lines(
data = forecast_df,
x = ~Date, y = ~Forecast,
name = "Forecast",
line = list(color = 'blue')
) %>%
# Add confidence intervals (80% and 95%)
add_ribbons(
data = forecast_df,
x = ~Date, ymin = ~Lower_95, ymax = ~Upper_95,
name = "95% Confidence Interval",
line = list(color = 'rgba(173,216,230,0.1)'), fillcolor = 'rgba(173,216,230,0.2)'
) %>%
add_ribbons(
data = forecast_df,
x = ~Date, ymin = ~Lower_80, ymax = ~Upper_80,
name = "80% Confidence Interval",
line = list(color = 'rgba(135,206,250,0.1)'), fillcolor = 'rgba(135,206,250,0.3)'
) %>%
# Layout adjustments
layout(
title = "Candlestick Chart (2006–2024) with Forecast (2025–2030)",
xaxis = list(title = "Date"),
yaxis = list(title = "Total Donations")
)
# Show the plot
figModel 2: Clustering and Rule-Based for Insights Objective: Group hospitals based on donation patterns and identify supply issues. Outcome: Insights into hospitals that may require more donations.
Install and load necessary packages
required_packages <- c("factoextra", "cluster", "dplyr", "ggplot2")
install_if_missing <- function(p) {
if (!require(p, character.only = TRUE)) install.packages(p, dependencies = TRUE)
}
invisible(lapply(required_packages, install_if_missing))## Loading required package: factoextra## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa## Loading required package: clusterinvisible(lapply(required_packages, library, character.only = TRUE))Data Preparation
# Filter data for years 2018 to 2024
df_filtered <- df %>%
filter(as.Date(date) >= as.Date("2018-01-01") & as.Date(date) <= as.Date("2024-12-31"))
# Aggregate to calculate monthly average and total donations by hospital
df_monthly <- df_filtered %>%
mutate(Year_Month = format(as.Date(date), "%Y-%m")) %>% # Extract year-month
group_by(hospital, Year_Month) %>%
summarise(
Average_Daily_Donations = mean(daily, na.rm = TRUE),
Total_Blood_Donations = sum(daily, na.rm = TRUE),
.groups = "drop"
)
# Further aggregate to hospital level across all months
data_for_clustering <- df_monthly %>%
group_by(hospital) %>%
summarise(
Average_Daily_Donations = mean(Average_Daily_Donations, na.rm = TRUE),
Total_Blood_Donations = sum(Total_Blood_Donations, na.rm = TRUE)
)Clustering
Normalize features
normalized_data <- scale(data_for_clustering %>%
select(Average_Daily_Donations, Total_Blood_Donations))Determine optimal number of clusters
fviz_nbclust(normalized_data, kmeans, method = "wss") +
ggtitle("Optimal Number of Clusters: Elbow Method") +
theme_minimal()
Apply K-Means Clustering
set.seed(123) # For reproducibility
optimal_clusters <- 3 # Adjust based on Elbow Method
kmeans_result <- kmeans(normalized_data, centers = optimal_clusters, nstart = 25)Add cluster labels to the dataset
data_for_clustering$Cluster <- as.factor(kmeans_result$cluster)Add hospital names and other details to data_for_clustering
data_for_clustering <- data_for_clustering %>%
mutate(Hospital = hospital) # Include hospital name for tooltipsCreate an interactive scatter plot
interactive_plot <- plot_ly(
data = data_for_clustering,
x = ~Average_Daily_Donations,
y = ~Total_Blood_Donations,
type = 'scatter',
mode = 'markers',
color = ~Cluster, # Color by cluster
colors = c("blue","green","red"), # Customize cluster colors
text = ~paste(
'Hospital:', Hospital,
'<br>Cluster:', Cluster,
'<br>Avg Daily Donations:', round(Average_Daily_Donations, 2),
'<br>Total Blood Donations:', round(Total_Blood_Donations, 2)
), # Tooltip details
hoverinfo = 'text' # Display tooltips
) %>%
layout(
title = "Interactive Clustering of Hospitals Based on Donation Patterns",
xaxis = list(title = "Average Daily Donations"),
yaxis = list(title = "Total Blood Donations"),
legend = list(title = list(text = "Cluster"))
)
# Display the plot
interactive_plotAnalyze cluster characteristics
cluster_summary <- data_for_clustering %>%
group_by(Cluster) %>%
summarise(
Avg_Daily_Donations = mean(Average_Daily_Donations),
Total_Blood_Donations = mean(Total_Blood_Donations),
Count = n(),
.groups = "drop"
)
# Print cluster summary
print(cluster_summary)## # A tibble: 3 × 4
## Cluster Avg_Daily_Donations Total_Blood_Donations Count
## <fct> <dbl> <dbl> <int>
## 1 1 74.6 189874. 8
## 2 2 529. 1345332 1
## 3 3 29.1 74126. 13Identify hospitals in the “Low Donation” cluster
low_donation_cluster <- cluster_summary %>%
filter(Avg_Daily_Donations == min(Avg_Daily_Donations)) %>%
pull(Cluster)
low_donation_hospitals <- data_for_clustering %>%
filter(Cluster == low_donation_cluster) %>%
arrange(Average_Daily_Donations) %>%
select(hospital, Average_Daily_Donations, Total_Blood_Donations)
# Print hospitals with low donation issues
print(low_donation_hospitals)## # A tibble: 13 × 3
## hospital Average_Daily_Donati…¹ Total_Blood_Donations
## <chr> <dbl> <dbl>
## 1 Hospital Seri Manjung 15.1 38522
## 2 Hospital Duchess Of Kent 16.1 41073
## 3 Hospital Tawau 18.4 46934
## 4 Hospital Sultan Haji Ahmad Shah 19.4 49329
## 5 Hospital Sibu 22.0 56105
## 6 Hospital Miri 22.4 57120
## 7 Hospital Sultanah Nora Ismail 28.0 71245
## 8 Hospital Taiping 28.0 71312
## 9 Hospital Tengku Ampuan Afzan 34.8 88652
## 10 Hospital Raja Perempuan Zainab … 39.8 101203
## 11 Hospital Seberang Jaya 40.8 103634
## 12 Hospital Tuanku Jaafar 45.3 115167
## 13 Hospital Sultanah Nur Zahirah 48.4 123345
## # ℹ abbreviated name: ¹Average_Daily_DonationsRule-Based Approach
Define thresholds for “Low Supply”
daily_threshold <- quantile(df_monthly$Average_Daily_Donations, 0.25, na.rm = TRUE)
total_donations_threshold <- quantile(df_monthly$Total_Blood_Donations, 0.25, na.rm = TRUE)Classify supply status
df_monthly <- df_monthly %>%
mutate(
Supply_Status = case_when(
Average_Daily_Donations < daily_threshold ~ "Low Supply",
Total_Blood_Donations < total_donations_threshold ~ "Low Supply",
TRUE ~ "Adequate Supply"
)
)
# Summarize supply status trends
monthly_summary <- df_monthly %>%
group_by(Year_Month, Supply_Status) %>%
summarise(Count = n(), .groups = "drop")Visualize supply status trends
ggplot(monthly_summary, aes(x = Year_Month, y = Count, fill = Supply_Status)) +
geom_bar(stat = "identity", position = "dodge") +
scale_fill_manual(values = c("Low Supply" = "red", "Adequate Supply" = "green")) +
ggtitle("Monthly Distribution of Supply Status (2018–2024)") +
xlab("Month") +
ylab("Number of Facilities") +
theme_minimal() +
theme(axis.text.x = element_text(angle = 90, hjust = 1))
### Identify hospitals with the most "Low Supply" months
low_supply_hospitals <- df_monthly %>%
filter(Supply_Status == "Low Supply") %>%
group_by(hospital) %>%
summarise(Low_Supply_Months = n(), .groups = "drop") %>%
arrange(desc(Low_Supply_Months))
### Visualize hospitals with the most "Low Supply" months
ggplot(low_supply_hospitals, aes(x = reorder(hospital, -Low_Supply_Months), y = Low_Supply_Months, fill = Low_Supply_Months)) +
geom_bar(stat = "identity") +
coord_flip() +
scale_fill_gradient(low = "yellow", high = "red") +
ggtitle("Hospitals with the Most 'Low Supply' Months (2018–2024)") +
xlab("Hospital") +
ylab("Number of Low Supply Months") +
theme_minimal()
# Print hospitals with low supply issues
print(low_supply_hospitals)## # A tibble: 11 × 2
## hospital Low_Supply_Months
## <chr> <int>
## 1 Hospital Seri Manjung 84
## 2 Hospital Sultan Haji Ahmad Shah 78
## 3 Hospital Tawau 74
## 4 Hospital Duchess Of Kent 68
## 5 Hospital Sibu 59
## 6 Hospital Miri 54
## 7 Hospital Taiping 19
## 8 Hospital Sultanah Nora Ismail 18
## 9 Hospital Tengku Ampuan Afzan 17
## 10 Hospital Raja Perempuan Zainab Ii 2
## 11 Hospital Sultanah Bahiyah 1Model 2 Evaluation Objective: Evaluate the clustering and rule-based classification to identify “Low Supply” hospitals.
Clustering Evaluation
Step 1: Clustering Results Evaluation For simplicity, clustering has already been performed in previous steps. Let’s evaluate the clustering using silhouette analysis.
Compute silhouette information
silhouette_info <- cluster::silhouette(kmeans_result$cluster, dist(normalized_data))Visualize silhouette scores
factoextra::fviz_silhouette(silhouette_info) +
ggtitle("Silhouette Plot for Clustering Evaluation") +
theme_minimal()## cluster size ave.sil.width
## 1 1 8 0.75
## 2 2 1 0.00
## 3 3 13 0.67
# Print average silhouette width
avg_silhouette_width <- mean(silhouette_info[, "sil_width"])
cat("Average Silhouette Width: ", avg_silhouette_width, "\n")## Average Silhouette Width: 0.6651655#Rule-Based Classification Evaluation
Step 1: Prepare data for evaluation Ensure the dataset contains both the rule-based classification and clustering labels
evaluation_data <- data_for_clustering %>%
left_join(df_monthly %>% select(hospital, Supply_Status), by = "hospital")Check for imbalances in “Supply_Status”
supply_status_distribution <- evaluation_data %>%
group_by(Supply_Status) %>%
summarise(Count = n())
cat("Supply Status Distribution:\n")## Supply Status Distribution:print(supply_status_distribution)## # A tibble: 2 × 2
## Supply_Status Count
## <chr> <int>
## 1 Adequate Supply 1374
## 2 Low Supply 474Step 2: Generate confusion matrix for clustering vs. rule-based classification
Encode Supply_Status as numeric for binary evaluation
evaluation_data <- evaluation_data %>%
mutate(
Supply_Status_Binary = ifelse(Supply_Status == "Low Supply", 1, 0),
Cluster_Binary = ifelse(Cluster == low_donation_cluster, 1, 0)
)Confusion matrix
confusion_matrix <- caret::confusionMatrix(
factor(evaluation_data$Cluster_Binary),
factor(evaluation_data$Supply_Status_Binary),
positive = "1"
)
cat("Confusion Matrix for Clustering vs. Rule-Based Classification:\n")## Confusion Matrix for Clustering vs. Rule-Based Classification:print(confusion_matrix)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 755 1
## 1 619 473
##
## Accuracy : 0.6645
## 95% CI : (0.6425, 0.686)
## No Information Rate : 0.7435
## P-Value [Acc > NIR] : 1
##
## Kappa : 0.3836
##
## Mcnemar's Test P-Value : <2e-16
##
## Sensitivity : 0.9979
## Specificity : 0.5495
## Pos Pred Value : 0.4332
## Neg Pred Value : 0.9987
## Prevalence : 0.2565
## Detection Rate : 0.2560
## Detection Prevalence : 0.5909
## Balanced Accuracy : 0.7737
##
## 'Positive' Class : 1
## #Export Results for Reporting Save evaluation results
write.csv(supply_status_distribution, "supply_status_distribution.csv", row.names = FALSE)
write.csv(as.data.frame(confusion_matrix$table), "confusion_matrix.csv", row.names = FALSE)
cat("Evaluation complete. Results saved to CSV files.\n")## Evaluation complete. Results saved to CSV files.```
Conclusion
Key Findings
1. Regular donors are critical, while new and irregular donors need targeted outreach.
2. Blood Type O is the most donated; donations recovered post-COVID-19.
3. Clustering effectively identified low-supply hospitals for intervention.
Model Insights: 1. Time Series Forecasting: Best for predicting future trends and seasonality (up to 2030).
2. Clustering: Best for segmenting hospitals and providing actionable insights into low-supply facilities.
Recommendations
1. Use time series forecasts for strategic planning.
2. Allocate resources to low-supply hospitals based on clustering results.
3. Engage new/irregular donors to build a stable donor base.