kdkodatajuanmaulana29@gmail.com

evidence · twenty years without convergence — kodata

Column 2: evidence · twenty years without convergence

index

Open data, followed all the way down to one person inside it.

Every piece here starts with a public dataset and ends with a story. The numbers can be checked: any figure set in mono opens its own evidence in a column to the right, so you never have to leave the sentence you are reading to find out whether it is true.

open to work

03pieces
271occupations
4,810teenagers
34provinces

work

files

evidence · twenty years without convergence

Theil’s T on the 34 provincial minimum wages, year by year. It is an entropy measure and scale-free, which is what allows 2002 and 2022 to be compared without deflating anything. 2021 is omitted.

yearnTheil TCVhighest ÷ lowest
2002300.019820.20962.41×
2003300.016460.18882.31×
2004300.015370.18112.17×
2005310.014520.17432.09×
2006330.017470.19072.11×
2007330.016750.18782.20×
2008330.017400.19192.21×
2009330.017410.19182.13×
2010330.015990.18372.09×
2011330.017560.19222.09×
2012330.018450.19672.13×
2013330.024840.23012.65×
2014330.023450.22052.68×
2015340.026050.22762.97×
2016340.026810.22923.41×
2017340.021140.20922.51×
2018340.020780.20732.51×
2019340.020780.20732.51×
2020340.020630.20622.51×
2022340.020860.21002.56×

0.01982 to 0.02086 across 20 years. Provincial minimum wages have not converged, and have not diverged either.

and the order of provinces barely changes

ρ(people per wage in 2015, in 2022)
+0.9199
r, the same pair
+0.9375
provinces compared
34
province20152022change
JAWA TENGAH3.064.13+1.08
MALUKU UTARA4.585.56+0.98
JAWA TIMUR3.284.10+0.83
BANTEN4.754.38−0.37
KALIMANTAN UTARA4.263.90−0.36
KEP. BANGKA BELITUNG4.304.07−0.22

The three biggest gains and the three biggest losses over 7 years. Even the movers move by about one person.