Below is a motion chart of Malaysia's 13 states. Feel free to play around with the chart. The default visual shows that as of 2010, the largest contributor to national GDP (expressed in million ringgit) was Selangor, and the least was Perlis. On a per capita basis, however, Kuala Lumpur led while Kelantan had the lowest. The default colors show the female labor force participation rate with blue representing the lowest, and red the highest as shown in the top right. At 56.2% Pinang had the highest female labor force participation rate, while Perlis had the least (34.8%). Sabah had the highest unemployment rate (5.5%), while Melaka had the lowest (1%). There is generally a positive relationship between the share of the labor force with a tertiary degree and per capita incomes. In KL, the share of the labor force with tertiary education was 36.1% and per capita incomes were RM62,075 while only 14.1% of Sabah's labor force had a tertiary degree and per capita incomes averaging less than a third of KL's.
Data are from The Department of Statistics, Malaysia.
Below is a visualization of unemployment rates by county using a powerful Python library called Bokeh . The two maps are for the states of Texas and the Commonwealth of Massachusetts. As the second largest economy in the United States (10th largest in the world), Texas shows interesting county variation in macroeconomic factors such as unemployment. According to Wikipedia , in 2015, Texas was home to six of the top 50 companies on the Fortune 500 list and 51 overall (third most after New York and California). The northern counties were least affected by the financial crisis of 2008/09. Dallas–Fort Worth–Arlington area encompasses 13 counties which constitute the economic and cultural hub of the region commonly called North Texas or North Central Texas. Bokeh Plot The least affected counties in Massachusetts were the southernmost tourist areas of Nantuckett and Dukes County. The ...
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