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"description": "Daily Maverick is an independent online news publication and weekly print newspaper in South Africa.\r\n\r\nIt is known for breaking some of the defining stories of South Africa in the past decade, including the Marikana Massacre, in which the South African Police Service killed 34 miners in August 2012.\r\n\r\nIt also investigated the Gupta Leaks, which won the 2019 Global Shining Light Award.\r\n\r\nThat investigation was credited with exposing the Indian-born Gupta family and former President Jacob Zuma for their role in the systemic political corruption referred to as state capture.\r\n\r\nIn 2018, co-founder and editor-in-chief Branislav ‘Branko’ Brkic was awarded the country’s prestigious Nat Nakasa Award, recognised for initiating the investigative collaboration after receiving the hard drive that included the email tranche.\r\n\r\nIn 2021, co-founder and CEO Styli Charalambous also received the award.\r\n\r\nDaily Maverick covers the latest political and news developments in South Africa with breaking news updates, analysis, opinions and more.",
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"contents": "<span style=\"font-weight: 400;\">Currying favour isn’t as easy as it used to be and in 2021 we’ve seen the scale of munificence expected by our elected officials — from </span><a href=\"https://www.dailymaverick.co.za/article/2021-06-01-exposed-digital-vibes-bought-a-land-cruiser-bakkie-for-health-minister-zweli-mkhizes-son/\"><span style=\"font-weight: 400;\">Land Cruisers</span></a><span style=\"font-weight: 400;\"> to </span><a href=\"https://www.dailymaverick.co.za/article/2021-08-03-r1m-from-digital-vibes-deal-bankrolled-hair-salon-nail-boutique-for-minister-zweli-mkhizes-son-daughter-in-law/\"><span style=\"font-weight: 400;\">nail salons</span></a><span style=\"font-weight: 400;\">. This can be disheartening to salt-of-the-earth brownnosers like you and me, whose budgets do not (yet) enable such lavish spending. However, do not lose hope – I have dug through the archives of “declared gifts” by Members of Parliament to give you a few ideas about what your politician may enjoy receiving. Armed with data from more than 7,000 declared gifts, the following analysis will help you tug directly at the heartstrings of your chosen political puppet. </span>\r\n\r\n<i><span style=\"font-weight: 400;\"><strong>Note:</strong> Not all politicians deserve presents this year and, for those who have been bad, it is perfectly okay to leave them with coal-itions in their stockings. </span></i>\r\n\r\n<b>Where the data comes from</b>\r\n\r\n<span style=\"font-weight: 400;\">Members of Parliament (MPs) are expected to register their financial interests, which includes declaring gifts received. Each year, Parliament publishes these declarations in an annual report, found </span><a href=\"https://www.parliament.gov.za/register-members-Interests\"><span style=\"font-weight: 400;\">here</span></a><span style=\"font-weight: 400;\">. The 2020 PDF report alone contains 866 pages, which would be a nightmare to comb through to spot useful patterns. Luckily, there is a website called the </span><a href=\"https://www.pa.org.za/info/about\"><span style=\"font-weight: 400;\">People’s Assembly</span></a><span style=\"font-weight: 400;\"> which collates and distributes data about Parliament in an open format, to enable “better scrutiny of our elected representatives”. </span>\r\n\r\n<span style=\"font-weight: 400;\">Using data they have made available, I was able to extract the following dataset on MPs and their declared gifts:</span>\r\n\r\n<a href=\"https://www.dailymaverick.co.za/coovadia-gifts-graphic1/\"><img loading=\"lazy\" class=\"alignnone size-full wp-image-1129019\" src=\"https://www.dailymaverick.co.za/wp-content/uploads/2021/12/COovadia-gifts-graphic1.png\" alt=\"\" width=\"720\" height=\"540\" /></a>\r\n\r\n<span style=\"font-weight: 400;\">The gifts range from the inconspicuous (“Description: Socks; Source: son; Value: R200”) to the, well, conspicuous (“Description: Diamond ring, diamond watch, diamond cufflinks, diamond pen, diamond neck chain; Source: Saudi Arabia; Value: +-R28,238 in total”). What gifts lie in between these two poles?</span>\r\n\r\n<b>Looking a gift horse in the mouth</b>\r\n\r\n<span style=\"font-weight: 400;\">No horses have been declared, according to the registers, but there have been seven instances of horse statues being gifted to MPs. Sheep, on the other hand, seem to be prolific, with 28 instances of actual sheep being given as gifts. My favourite sheep-based entry is from 2015, when Nhlanhla Nene recorded the description simply as “a sheep, Cellini travel bag and four-wheel trolley” — which is certainly the most bespoke gift basket I’ve ever heard of. I’m assuming the four-wheel trolley refers to a standard-issue plastic Checkers trolley which was thoughtfully “procured” by the giver to transport the newly gifted sheep — sheep-skates by cheap-skates. </span>\r\n\r\n<span style=\"font-weight: 400;\">However, not all gifts are this unique. In fact, there are some gifts which show up repeatedly, across politicians and across years. The graph below shows the top 20 gift register entries and the number of times they appear in the dataset.</span>\r\n\r\n<a href=\"https://www.dailymaverick.co.za/coovadia-gifts-graphic2/\"><img loading=\"lazy\" class=\"alignnone size-full wp-image-1129020\" src=\"https://www.dailymaverick.co.za/wp-content/uploads/2021/12/coovadia-gifts-graphic2.png\" alt=\"\" width=\"668\" height=\"1316\" /></a>\r\n\r\n<span style=\"font-weight: 400;\">Flowers, books and pens unsurprisingly top the list, but boxes of dates and scarves snapping up fourth and fifth place are a surprise. Turns out politicians have the same taste as my aunties in Fordsburg. </span>\r\n\r\n<span style=\"font-weight: 400;\">While the above shows the count of entries with exactly the same phrase written into the gift register, another technique for analysis is to count the number of times a certain word comes up across entries, regardless of the surrounding phrase. With this approach, the word ‘book’ comes up the most frequently. ‘Book’ appears in 870, or 12%, of the gift records. </span>\r\n\r\n<span style=\"font-weight: 400;\">Books are a lovely way for you to grease the wheels of power this festive season. They provide an opportunity to send a subtle message to your politician. You can remind them of your role in their lives, tell them what you’d like them to do more of, or mention whom you’d like them to emulate. Titles given in the past to our MPs include:</span>\r\n<ul>\r\n \t<li>Who Will Cry When You Die? by Robin Sharma</li>\r\n \t<li>How to Make One Hell of a Profit and Still Get to Heaven by Dr John F Demartini</li>\r\n \t<li>The Girl with the Dragon Tattoo by Stieg Larsson (gifted by the Prime Minister of Sweden to former president Kgalema Motlanthe)</li>\r\n</ul>\r\n<b>No time like the present</b>\r\n\r\n<a href=\"https://www.dailymaverick.co.za/coovadia-gifts-graphic3/\"><img loading=\"lazy\" class=\"alignnone size-full wp-image-1129022\" src=\"https://www.dailymaverick.co.za/wp-content/uploads/2021/12/coovadia-gifts-graphic3.png\" alt=\"\" width=\"720\" height=\"339\" /></a>\r\n\r\n<span style=\"font-weight: 400;\">The perks of power have decreased over time. The year 2010 was evidently the best time to be a politician, and the detailed records show the numerous Fifa World Cup match tickets gifted to MPs, as well as the gifts brought by foreign guests visiting SA to watch the games. The period between 2011 and 2013, or the “Table Mountain” portion of the above graph, was another boom period in political gift-giving — right before the national election early in 2014 — after which the “Lion’s Head and Signal Hill” portion of the curve kicks in and by 2019 we are steadily declining towards a possible “Sea Point Promenade” type curve — where the count of gifts flatlines at an all-time low. Going one level deeper, we can also examine trends in the type of gifts given.</span>\r\n\r\n<a href=\"https://www.dailymaverick.co.za/coovadia-gifts-graphic4/\"><img loading=\"lazy\" class=\"alignnone size-full wp-image-1129023\" src=\"https://www.dailymaverick.co.za/wp-content/uploads/2021/12/coovadia-gifts-graphic4.png\" alt=\"\" width=\"720\" height=\"339\" /></a>\r\n\r\n<span style=\"font-weight: 400;\">Despite the fluctuations in overall gift-giving, the above chart shows that the number of nuts making their way into Parliament has remained relatively constant over the past 10 years, which appears to confirm other analyses of the institution. In 2020, “alcohol” overtook “clothes” as the second most popular type of gift given — concurring with evidence that an increase in alcohol brings a decrease in clothes. </span>\r\n\r\n<span style=\"font-weight: 400;\"> </span><b>Grift of the givers</b>\r\n\r\n<a href=\"https://www.dailymaverick.co.za/coovadia-gifts-graphic5/\"><img loading=\"lazy\" class=\"alignnone size-full wp-image-1129024\" src=\"https://www.dailymaverick.co.za/wp-content/uploads/2021/12/coovadia-gifts-graphic5.png\" alt=\"\" width=\"720\" height=\"452\" /></a>\r\n\r\n<span style=\"font-weight: 400;\">Gifts from an “unknown” source are the most common, clearly indicating that Secret Santa is a more popular practice than previously predicted in the annals of power. </span>\r\n\r\n<span style=\"font-weight: 400;\">Moreover, the bar graph sheds light on the possible etymology of the phrase “My China” in the South African lexicon, with the high frequency of gift-giving by the Chinese. </span>\r\n\r\n<span style=\"font-weight: 400;\">Now, for all of the first-time gift-givers reading this who are nervous about their names entering the public record, I hope the above chart brings some ease. As long as you are considered a “friend” or “family friend”, you can completely circumvent public scrutiny.</span>\r\n\r\n<span style=\"font-weight: 400;\">In closing, I wish you the very best in your attempt to ascend the political ladder this holiday season. You have a once-in-a-decade chance to strike while the political gift-giving trend is low and impress with your newfound knowledge that politicians may enjoy receiving books or alcohol. These are insights which can only come with the power of modern data analysis and I am humbled to be able to gift these insights to you — expecting no reciprocation from you at all, for the moment. </span>\r\n\r\n<span style=\"font-weight: 400;\">I’ll leave you with a carol:</span>\r\n\r\n<i><span style=\"font-weight: 400;\">On the third day of Christmas\r\n</span></i><i><span style=\"font-weight: 400;\">My good friends brought to me\r\n</span></i><i><span style=\"font-weight: 400;\">A sheep,\r\n</span></i><i><span style=\"font-weight: 400;\">A Cellini bag,\r\n</span></i><i><span style=\"font-weight: 400;\">And a four-wheel trolley</span></i>\r\n\r\n<em><b>Technical note:</b><span style=\"font-weight: 400;\"> For the data storage, I used PostgreSQL with a local copy of the People’s Assembly site (extracted on 4 December 2021). For the data cleaning and visualisation, I used Python — with the graphs produced using the Seaborn and Plotly packages.</span></em><b> DM</b>\r\n\r\n<i><span style=\"font-weight: 400;\">Fuaad Coovadia is an economist by training who uses data to solve problems, create stories and – occasionally – tell jokes.</span></i>",
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