Blog

2024 National K-12: Does a Higher Rating Lead to a Higher Standing?

Yang Liu / 2024-12-15

Statistics of 2024 National K-12 Grades Championship https://www.uschess.org/results/2024/k12/ Update: An interactive chart of all players has been added […] The 2024 National K-12 Grades Championship attracted a total of 2,679 participants from 43 states. More than 1,000 participants (40%) came from New York, followed by Virginia with 250 participants (9%) and New Jersey with 218…

Data Visualization

How many children under 5 worldwide?

Yang Liu / 2024-12-13

Since these figures are not directly available via Google search, I calculated them using the mid-year population estimates from the World Population Prospects (WPP) 2024: World Population: In 2024, the global population is estimated at 8.2 billion (8,162 million). The population is projected to peak in 2084 at 10.3 billion. Children Under 5 Years Old: The number of children under 5 is 647 million…

Data Visualization

Plot multiple countries on the world map

Yang Liu / 2023-05-29

This post will show it’s quite easy to download and plot the administrative areas of multiple countries on the world map. I will also showcase a bug that puzzled me for a long time and I recently figured out: strange connecting lines among countries! […] (You may download the world map from Github) suppressPackageStartupMessages({ library("data.table") library("ggplot2")…

Github

RMarkdown to Github Pages

Yang Liu / 2021-01-06

Example of one of my Github pages: You might have read this GitHub and RStudio tutorial by searching this topic. It is quite long and confusing as it tries to teach Git at the same time. You don’t need any of those branch operations. And the example yaml code is not indented correctly (corrected below). Here is the short version: […] Make sure the yaml format is indented correct. Most…

Data Visualization

US and China Admin1 COVID19 mortality and incidence rate

Yang Liu / 2020-06-14

Similar to the last heatmap post I just revised, here I wrapped up the function and showing COVID-19 data just downloaded from JHU CSSE Github page. The function can take a given dataset and plot designated variable. Code hosted on my Github repo. […] # major function, can download from Github repo Blogdown/hugo-xmag/Code source(here::here("Code/COVID_make_map.R")) # US dt_JUH_US…

Data Visualization

ggplot US state and China province heatmap

Yang Liu / 2020-06-12

(Updated on 2020-06-12, First posted on 2019-04-17) It sounds easy but turned out not as straight-forward as I thought. I will show: […] 50-state (including Alaska and Hawaii) United States thematic map, with map scale and with state abbreviations […] China thematic map, with map scale, with names of provinces in either English or Chinese […] The dt1 below can be used by both…