Russia In 2012, the "middle class" in Russia was estimated as 15% of the whole population. Due to sustainable growth, the pre-crisis level was exceeded. In 2015, research from the Russian Academy of Sciences estimated that around 15% of the Russian population are "firmly middle class", while around another 25% are "on the periphery". China Since the beginning of the 21st century, China's middle class has grown by significant margins. According to the Center for Strategic and International Studies, by 2013, some 420 million people, or 31%, of the Chinese population qualified as middle class. Based on the World Bank definition of middle class as those having with daily spending between $10 to $50 per day, nearly 40% of the Chinese population were considered middle class as of 2017. India Estimates vary widely on the number of middle-class people in India. According to one study the middle class in India stood at between 60 to 80 million by 1990. According to The Economist, 78 million of India's population are considered middle class as of 2017, if defined using the cutoff of those making more than $10 per day, a standard used by the India's National Council of Applied Economic Research. If including those with incomes $2 – $10 per day, the number increases to 604 million. This was termed by researchers as the "new middle class". Measures considered include geography, lifestyle, income, and education. The World Inequality Report in 2018 further concluded that elites (i.e. the top 10%) are accumulating wealth at a greater rate than the middle class, that rather than growing, India's middle class may be shrinking in size. Africa According to a 2014 study by Standard Bank economist Simon Freemantle, a total of 15.3 million households in 11 surveyed African nations are middle-class. These include Angola, Ethiopia, Ghana, Kenya, Mozambique, Nigeria, South Sudan, Sudan, Tanzania, Uganda and Zambia. In South Africa, a report conducted by the Institute for Race Relations in 2015 estimated that between 10%–20% of South Africans are middle class, based on various criteria. An earlier study estimated that in 2008 21.3% of South Africans were members of the middle class. A study by EIU Canback indicates 90% of Africans fall below an income of $10 a day. The proportion of Africans in the $10–$20 middle class (excluding South Africa), rose from 4.4% to only 6.2% between 2004 and 2014. Over the same period, the