{"entity":{"iso2":"ZM","iso3":"ZMB","name":"Zambia","slug":"zambia"},"indicator":{"licence":"CC BY 4.0 (Our World in Data)","slug":"income-share-top-10-after-vs-before-tax-wid-scatter","source":"World Inequality Database (WID.world) (2026) \u2013 with major processing by Our World in Data","source_url":"https://ourworldindata.org/grapher/income-share-top-10-after-vs-before-tax-wid-scatter","title":"Income share of the richest 10% before and after tax","unit":"%"},"observations":[{"date":"1991-01-01","value":56.44},{"date":"1993-01-01","value":54.07},{"date":"1996-01-01","value":52.67},{"date":"1998-01-01","value":54.11},{"date":"2002-01-01","value":49.64},{"date":"2004-01-01","value":58.56},{"date":"2006-01-01","value":58.68},{"date":"2010-01-01","value":56.16},{"date":"2015-01-01","value":58.79},{"date":"2022-01-01","value":53.27}],"summary":{"latest_period":"2022-01-01","latest_value":53.27,"max":58.79,"mean":55.239,"min":49.64,"of":109,"rank":12,"trend":"flat"}}