Credit ratings are an indication of perceived risk. Each year Standard and Poor’s release a global report that shows defaults as well as rating movements (upgrades and downgrades)
The most recent Global Corporate Default Study and Rating Transitions report covers the 2016 year and reviews the agency’s actions taken worldwide including rating upgrades and downgrades.
In 2016, 162 global corporate issuers defaulted, from 113 defaults in 2015. The increase in defaults pushed the speculative grade default rate up from 2.8% in 2015 to 4.2% in 2016 – its highest level since the GFC when it was just under 10%. Of the 162 corporates that defaulted, two were Australian companies – Atlas Iron Ltd, and Barminco Holdings. Neither of these companies were rated investment grade prior to default.
We note that markets continue to recover post the global financial crisis when defaults hit a historical peak of 268 in 2009 (see Figure 1). The study, which goes back over 30 years demonstrates the cyclical nature of markets as shown in the graph where there are distinct peaks in defaults which align with the GFC in 2009, the recession surrounding the ‘tech wreck’ in 2001 and the recession a decade earlier in 1991.
Global corporate defaults chart – investment grade versus speculative grade
Figure 1
The graph depicts the global corporate default percentages for investment grade, speculative grade and overall from 1981 – 2016
Source: FIIG Securities, S&P Global
This 10 year cycle, which coincides with global or large scale recessions, highlights the need for portfolio asset diversification. Each of these default peaks corresponded to significant drops in equity prices. While the peak was 268 rated defaults in 2009, global investment grade defaults peaked at 14 in 2008 – from a sample of over 3,000. For investors looking to protect their capital, investing in investment grade bonds is shown to be a statistically safe way to diversify holdings and recession proof investments.
There were no investment grade defaults in Australia or globally during 2016.
Investment grade stacks up over the life of the study
The statistics over the 30 year study period should give confidence to investors in highly rated bonds. The table shows the probability of default given the term to maturity. For example, an A- rated bond has a probability of default over five years of just 0.60%. This increases for the lowest investment grade credit rating, over the same term to 3.01%.
It’s important to note that a default means the company failed to meet its interest or principal obligations by the due date and does not mean the investor lost money – see a definition at the end of the note.
Global S&P cumulative default rates
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)
Table 1
The table shows the probability of default for AAA rated to BBB- including average default rates of investment grade, speculative grade and all rated. Data from S&P’s 2016 annual global corporate default study and rating transitions report
Source: FIIG Securities, S&P Global
The majority of defaults for 2016 were recorded in the US, reflecting its large bond market which is the most mature global market. Cumulatively, 162 companies defaulted on approximately USD239.8bn of debt over 2016. It also highlights the Fed’s decision to maintain low yields on government Treasury bonds, forcing investors up the risk curve to chase higher yield (and lower quality) credits.
What constitutes a default?
For the purpose of the S&P study, a default is recorded on the first occurrence of a payment default on any financial obligation that is rated or unrated – other than when subject to a bona fide commercial dispute. An exception is when an interest payment is missed on the due date, but is made within the contracted grace period. Preferred stock is not considered a financial obligation; a missed preferred stock dividend is not normally equated with default. Distressed exchanges are considered a default; that is when bond holders are coerced into accepting substitute instruments with lower coupons, longer maturities, or any other diminished financial terms.
S&P deem ‘D’ (default); ‘SD’ (selective default); and ‘R’ (under regulatory supervision) as defaults for the purpose of the study.
A closer look at Australia's two 2016 defaults
Historically, the Australian default statistics are lower than the global statistics, in part due to our almost exclusively investment grade market, but also due to our concentration towards stronger, larger financial institutions.
In 2013 however, Australia did record its first default – since the beginning of the GFC – with CCC+ rated Mirabela Nickel Ltd missing an interest payment on its USD loans.
In 2016 two Australian companies went into selective default – Atlas Iron (Atlas), an independent iron ore company and Barminco Holdings (Barminco), whose core business is mechanised underground mining services. Both companies were subsequently rerated and continue to operate.
Neither Atlas or Barminco were rated investment grade prior to defaulting. In fact, S&P stated that all 2016 defaulters which had active ratings immediately prior to default were rated in the lowest rating categories (BB+ to C; non investment or “speculative” grade). We note that S&P’s long term investment grade ratings range from AAA (highest) to BBB-.
On 9 May 2016, S&P lowered its long term corporate credit rating on Atlas to SD from CC. The rating action was a result of Atlas issuing $6bn of fully paid ordinary shares, and more than $4bn of options to its term loan B (TLB) lenders, in exchange for a reduction in its principal loan payment under a creditors’ scheme of arrangement. S&P subsequently viewed this as a distressed exchange as the creditors received less than what was promised on the original TLB.
On 19 May 2016, S&P after completing their review of Atlas’ operations and new capital structure, raised its long term default credit rating to CCC from SD.
Atlas’ selective default lasted 10 days. S&P stated:
“We have completed our review of Australian iron ore producer Atlas Iron's operations and new capital structure following its implementation of a debt restructure that we viewed as equivalent to a distressed exchange. We are raising our corporate credit ratings on the company to 'CCC' from 'SD' […] The outlook is developing, reflecting Atlas Iron's extreme sensitivity to movement in iron ore prices and the Australian dollar to U.S. dollar exchange rate. In our view, a small change in these assumptions could push the company to either breach its covenant, or accumulate cash and materially reduce its net debt.”
Credit rating history
Source: S&P Global On 15 June 2016, S&P lowered its long term corporate credit rating on underground hard rock contract miner Barminco to SD from B-. The rating action followed Barminco’s repurchase of its 2018 bonds at below par value. Per S&P’s rating criteria, this is viewed as similar to a de-facto restructuring and selective default.
The following day, S&P raised its corporate credit rating to B- from SD, based on its review of Barminco’s operations and capital structure following its note repurchase.
Finally, on 18 October 2016, S&P revised Barminco’s outlook to positive from stable. This reflected S&P’s view that Barminco’s credit metrics would continue to improve through a material reduction in its adjusted debt, as well as its good track record of managing its contract book with growth in earnings.
Barminco’s selective default lasted just one day. S&P stated:
“We have reviewed the ratings of Australian hard-rock contract miner Barminco Holdings Pty Ltd. following the completion of the company's recent note repurchases at below par value, which we viewed as a de-facto restructuring. Barminco's experience and track record in providing underground hard-rock mining services partly offset the challenging industry conditions and the company's relatively small scale and narrow business focus. As a result, we are raising our corporate credit rating on the company back to 'B-' from 'SD' […] The outlook is stable, reflecting our expectation that the company will continue to successfully manage its contract book, maintain its steady track record in providing underground hard-rock mining services, and will proactively manage upcoming refinancing risks.”
Below is a graph showing price movements of the Barminco 2018 bonds over the last three years, and its credit rating history.
![](data:image/png;base64,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)
Source: Bloomberg, FIIG Securities
Credit rating history
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vRgDMYLpxac66v7uD8wU+g+LaNT0AbaY1/MV7w1Z3zSp8Y0swNb+OKJu/5OwjND0mv83d+NMtgwkOnFDRvIJKHTs/nHUDgR9w5r91zYbNtOsaNR6hOnsOpQ1EiB+Pq91/Yv8nuolhl3r6PgUoiTpkr11WGLTnXjS+uY0cX++Sn4lc59Muc4G8TNyZ1QvX80KWvHfrN60ggVTu2fbaBb6oFVH15N3ED1zEtGbow/PI4Nl2aUn0aB6XrnghGPLyL9E2OddqAmUzDx/uGwOSNTclGf0K18BTXprVgIYU0G99UMXnuj4j0rRKvnWtfqEGJdK3zhyZHehK3Xv+EWyf3YfQUOHVems6PkM65ulFcoWop2MYXuLZzAjc+3Ic7ZylSQEZG9SkCyd7EpVIB2HmAJyJ83cAX156iULrkT5qTH17HpH8dgBUeG7gyfR24cTfxQRPIxkf7icCh3Ik2hqOH9AmcO/VmIo/JG9dRQBXlqBVQIod+JrDHqZ+1lGVP51y96LRakHlEHP+IO+UqUCjhks0jXeFiesKa2tzllp5LcJfgerMyhOHk1e7fg9ZXu/gOJ5CTZT80hrfxFA+euOmBRDxIvg9QLdzF15d+F/Dmox5C4Ec8efAUKJyRHrQpxKOlLn6PMdlOIrv/ER/eOIHE6FVKRR005HKVdNb58zgv1R/0NBul6Zx54NoigGrBS41QtO7NqxRzKUE+o/qpcDJy6LvGdM41jXr7ErW60Wa1rBQTxDJ98jrSBsyv6k8BL3f2qhFOfeB3yE0CO/V/WCGxcWUa196+i9f7seaykoiJCIGda9NSnn8a13Admy3eI0oJpHHMhy6VYqNXPRX1uvp7JWVB1wtyOqv0+5CdFqpSao5oC5RTfhOXvr4LCouC64aVW/WRkrZ49eQBdqS5lCRflIWlxSmKTz+1d8i5thO1poTv5BkU5GgStPwgH2mXA/NH2/gElO6Q0wD+tRYOxCT4rvVJ28KQ3MUSgVDO9e3rmNYLtFa8fsTud0Dh3SC5lNztpBO9PvhruHgKSkUBN5aDVBSEfXupBCdVNXnjwyDKFteDUamGoTwn3PlRD1Vqgz7+kTIWtbrj+XMpST6fk3bQCk4aiz487Yxz3Zeo1UNbM1ax/CigdCk5B+ZxEAUn4VnvqobpE6Q/EFHwDk1abwk2jWs7btRkKIqlH4F7ZIXAyVsU0bkOTFnyvmEsYPrjvvorHuwUkMq3AhDR6851fKFst6HCJ6WiqLjm2Qx9fwC/xOGmqpLyu0raQO7vCx51cBLvirKD6/jFXJLyyUnyRbG1xcmEvaktapweazf+P9f2ZPSi1rst5FpbG/nQqXOYvEaFqEsYE8u0u8GTPZGlU3CipY+yNDw0jklIOVjB5x+o71BUnJw/PXnrJ7y+JQ9OOa1pPDi3ia/TOH6ZBR93HgGRR//UahyxZC6UUtiax9YJCKbLd/DuOa/N+z6BG5tfm+dOYvRJ+VNyxrQLxlvyO20e96RvUbSdVueSWjOJkS+CuTVOEdi/fm13PyKG71pz9pFrW1GrVkCyheXQH3Fu8imuLZxHuZpmd4JrjORYv5aWYjSuW7xSllOWkYOt2EzXIwiI+wq8PZZitQOnEJYuJRDo60Wv5QdBm9HmpMvO4VMoNilfd+3zxqbnWOWLlsfuXHrw5I5Iryn6meZEItv2cEpk38MEGTtXL2pNv0NAPN38qqtTOKp+462bgkqnGUtvG9VT7HgFKTOh1Oo61sJdvNYdq6ByootqOfhhgSiUtbT7QRqWD3sMgR9xZ+G6UrSxElAsdVsMBsQAbjpr56k0nLMsdwpQQTMt80XF/9Al0G5BxSavSGkDfTcL9Hmjz6tgjODoTZw6RzsarosIWE15JMgXMAmO2sYpYNVvR+mcq5f/EBtdqyiIfGKw+frVnY9S7Gsl5xbklqav/V5ayryJS8vXMVn9wK3qfgQsO5XOSIDdxL51IcuNVuCPEcji/YpG/MCh1PDzpuXcplr5T8AjUla+0FUEQrsFaEeH8QEbLaZTRY/7VVZ0X++Ks3PAO3O+KZ20eQNK3vWbd4NN/idvuT92cedOOUd7Z73PSdyqFqTdEPq80edVMHc9DvTtyaUUzlyCJPlkPnScBU46z345H2k2m01ZWHqxXF++/4gcHT3V/VyTrBUf7ycCtLeyL20oBUgUTdLDtvv5cwpSyshF5WlT6NQJ0t7BqRPaBTzJ5jVXinSRa8Crx468dESLG8F7TBsWp9cR6N6vjWiLn/zjmA1KC/Rsqqp7OPWCBQ1G5Cqi1r9HV1l7AekhkmEYItdu3k6KBr2foNMPApR9rd0UbIjHNkWug+Fch/im9qLq7Fx78a6wTJ1EwORcByQt0EnYmDcjwAgwAukRYOeaHjPuwQgwAoxAIgLsXBMhYgJGgBFgBNIjwM41PWbcgxFgBBiBRASMBa3EXkzACDACjAAjoCCg73M1/uMWnUjhwCeMQAIC9EMUtqEEkPjyQCFANq9/OC2gI8LnjAAjwAhkgAA71wxAZBaMACPACOgIsHPVEeFzRoARYAQyQICdawYgMgtGgBFgBHQE2LnqiPA5I8AIMAIZIMDONQMQmQUjwAgwAjoC7Fx1RPicEWAEGIEMEBhw57qO+ZERzK9ngBSzYARaRoDscBrLjZYZtNDRxvZtaGyH7oaOtrJ1h64159pYxvTIPOx9lnMTaaOt/zdgHm99XtKN9JxeRmgurc/7+k9HzbQIbEP8XSwHDMbuzAJ/1AaWp7X7KHBu0zGu30clfxFnx/2BDAfmsfvm/lrpaFB7gJtacq7rn5WwZQuKcBazeF6ui1/t0C93ms0aipVZswMy8s3yCWscoM3GddyvFFETupF+dZRRQk5ysI3laYzcPIK6S3P1Zc6ofyy2+bLf38GxiZWZNkXn7iEE8oqtNlErbqGUSxNMqCzX71eQv3gW0b6VHGsOpWM1aY400awV8fwHekT3uv0DyTqqmAzDWTrn6kZesxVbaBpY/nMJW8UaNhdk05rBCjnYrRL+HBXB2Q7RE3SkzwoCPzeOhatFYOseHorwdR2flbZQvLrgT7CZj8vI+9dp/jhRrT22PaH4UAiRO5JvQ0968OZxMS5sXf8Mpa08yh8HFiQGnFnR5k0bYnS0q4WOHR2/N5mnc64zK86TtVa000YYDVB8TzMa0XsG7wn/81BZPosIT0ofzK/TU30W5M8rs96SLYgidHrzcltbckkRpa+ItGQfUfJjXtQQ8LBZqjV+eO6zRuMHPEceR3JBE8bfwjFs4Z7jfYG02Eqs+LCTCDTw8N4WGbH08EwxHi2XcQxvybFFiu5AtP3rtk8pt7BtBnYrUnIm25fliZwHMpF23LaOGr8BOU3nXFMq7TiYIoy+FYCICLZeou7yJWPJlY5Jy+sacL+Ohc0ayJ0Xa7Tkpj8nSjTRHyvloDvYymwOL696fd0lu2SFwkilJXuzdiy0DKzM/hn40uFhsxSvv9wCvDxb/aUhjZIDBURbLz3tLcDdKiHnP3iCB4xFTyZJgcBWKefnxkdGciihjLrNTTeMQcvlRMc88x6KoNTDSMh2gfFI+6fhgjnhpBEqs2p+OMn2ZZFt5oFM7x1b6egRD9M3vVpb/gDkvxI+tWITKDZrCWT1cj6eTvDJN8t1YlRrFoFm3jnRODvXisqAZnp1TFM/GkqWn2g8GbxhZd4RPDxS07fgj6Yvr6Kn16HeLOfRpNmhfBTZlCvKSa2IeGwV6v09sbKh/RXJcjTnnug22DrWDj/9FpuFceyMsPP/8uWmmBru3EjmI9uqfCyNqNiXTEPHcfNA4qEcptFR6ThQJyab72jkmvSQciJbd8nkLp1jc1Mywwj68bMXkcdziDqATC8f544ENIKPEzX4OxlGnDSE3MX6mAp4lDgt1jpabBI5W1Rw337LhrUKTKgiMLNCK6cKblJ9QFk2R+wK8bo3HuLeVvTKzSNzvilv762umqiXaVlTQk5aYan0zpm6i8TCbmXblxm2Og9sdTThZmqTZerz44461/G3jgExjs5ZOh+BnIrsDp55lOuBYXuVeLUIZyPZOuZzJWxRVV9eRgqD1vvXITIHSiJWp4k5FzlbuNXkGDq+lC0CXm7cc4SbQZFSH6jx8B62WszVji9sOg62cj9iy6NTC5hVdqk46TNdDvvz9PPAWkcTbqY2e2F7nrKjzhUzH6Oc30LpM1N4RRVGSku6W1T0Ak8SdBH04mYnFBAUGpdPmtSnWTQy9llUyLHqE840RkTkbeZtaBX9gWOtV0oMTLnJiEBLWDuFMHMxVx2lsTwf/QODfETw4dpPuS7vUlH5ms4U25cJTDYqXzce2+to7D7ojXriw5Q70GnUnGXoqtrg5h/V3KKT64GfU3K6hHNbtWZRJJrM+Uk1v0o8HL5BzswdR05W1cvNvJbbdcZV803U5nRzeMgsVAWDcVUdVSohq6SvGNPEVMmJeTxqzaLUt9l08VDaPNruf1vZUPfFNEjg4BrYD5G0iLWwM9WmDAOKJseOPXtzqRQ7Ndm/busuDTw+Nrav2nb8PDBIn0JHQ++BajLZfKh6ZSLyUfAcpZx0tyhseU6PePt/Jsciak0SjW8oZOOOU3T6B8U0zzA9vurEcA0wT4W1gK9K42in8wnEUw3Qx0I+UGQLxqExlbEk/JR24iVdC2T19Awmjn8tEFCWpCeOScb+/BhwJrtpAWv9YZqEh25/hKEyrGJjrl0oNkOOXLZVG9uX6R0JdTkUGTQl0uqodR+oU5PNG19QSDlH/jACrSJAhcFhtyEqNN08Uu+THwG0dqeHQUdbZEw2b3xBoS1DpmMEGAETAu4vluot/3LAxLTH2oZBx/Yg58i1Pfy4twEB01PcQMZNjMDAIGCy+c7uFhgY6FgRRoARYATSIcDONR1eTM0IMAKMgBUC7FytYGIiRoARYATSIcDONR1eTM0IMAKMgBUCxt0ClJzlDyPQDgJsQ+2gx30HAQGjc339+qdB0I116BICBw++AbahLoHPw3YFAbJ5/cNpAR0RPmcEGAFGIAME2LlmACKzYAQYAUZAR4Cdq44InzMCjAAjkAEC7FwzAJFZMAKMACOgI8DOVUeEzxkBRoARyAABdq4ZgMgsGAFGgBHQEWDnqiPC54wAI8AIZIAAO9cMQGQWjEC2CGzgysHzuPMqW67tc+tVudrXrBMcWnOur+7g/MFPsKFJtHHlDdBmWv3vik4o9Xt157xCH0crdevYYUiH83cQsvGNT3yZz9/50SxLBEYO8Y+4c17CyTSGmSu3dh0B7d659u7YrfnawbT3d+MRqpPncOpQlLLBOLr9ifnkjxfQhedVcE3nETUqEuWK7DmUF1pyrhtfXMdOFFyT17H5+ifxCx36lQ793ToZRQwcuvS1Q7t5HZPRZPt0ZQPfVAuo+vJv4gauY9o3VkAYb3nc17FUn4Zp8kRjRE//aVx7+26A0deXEDmP9klzHsYGAXJI2r0jW6kW8N1u8JCdvLEZ3NvXrg2liEQ3vqli8twfrWxi59oXoSDHpEm1rAUJr/6KB5GT2MQBSCOXmcNwtaZzrm7EVqgOKkgncev1pwieBW/iUqkA7DzAExG+buCLa09RKAXO8OSH1zHpXweQgNHGlQ9QLdzF67gnzqDC2+96bXyBazsncOPDwEKESic/xdeX3ozQ7k1c+vonVAtPcW06vNoLd6IH/AmcOxXFL+gxeeM6CqiiHLV6ckkF3c51fCGtIOnhD9E/4Bd/ZC9XPJ/huZrOuZ781HkiVwsdRoiiuzegLmXkNu84WNpQKiK0vJGW7wdTRA6ycq92/x6cvtrFdziBnBxmHhrD23iKB0/cyCUWIzJQoPCuNjmDEfhoQBEQD2FU8Y3k4Iyq0tIbv8eYbGNGQmr8Iz68cQLJ0atD50evr+6gXC2gdGksknPoQiq5Qr2HsiGdc7WBaOc6pv28q82T2oapmaZa+AhYdlMQ1QJ2rn3kFwH05fvr6u8tIwd1rFf1p4CX/3rVMKRDfofcJLBT/4fa0XQmDPjNWeQAABpASURBVPQE8E1v5ZlNonKbAYGTZ1AARaCGB7mBXGk69EecmwSqCd6Vlt4onJFWTwqX0MmhSyWr6PXQqXP+CsuJWj+0HoMGTStXSNAhbMjUuZ68peZaq4UqCobCV1Y4F6pf45L3hHcNv+4v34Eby8HyHeJ68hJKkW3jE1AKRE4DKNdbOnmK73Kf+zm5zRsnUC3oUXpLjLlTxxGgtNFd0Lpt59q0X9Q05dxbE+VH7H6XdmVz0oleH/w1XHiVhTh0CSVKTXzxiXXaIejeilxB72E9ytS56iBaL4X0ju2ei+W7E2EEOxc+QKpUMVX7hWe9G1uQSy+qmk87dOlz3LCIaNKPwz06gwA52CCIoIcjaLWm5rBaG1oUmQpImzUS0auWUzUJIOZjtYpqoRQEJSZCvc1WLiUN94ZT6DW16fwH9Nz4/1wz01XkI+FUUk8mJ+gzG1cwOoEbm1Jkm4r5Bq5MX8cO7XyQC0+HxjEJKQcreP4D9R3KHPwu1QhMPBgI0G6XTZzH9LVH2Lj1YbRSbnW+UIrOt7968gA7hVKq5bozoBO9Tpfv4N1z0SJARK8PsKsX5GK60CVruUS94dMQt9evw20hogFs6GjkChFBAm+P2TpWrVjUKuBukclJEaRlQsWyD1Alx6pvkTLxdYtcNtVdJzUhFb+EaK5zzrFzTnun9pv+1Z1P/Jx+aOzJ8ditU87WvLio9Ec8efC05WKnF72WH4QkUxpO3kobcLQnlzL4kJ1k6Fw3cEXaDwr8iDsLTvRn86AUT0e/SuoUiYLkP+0KSLOsP4l3C0C1oP7KhX4gEL96cx0rbZXSHaswDCdC8KuulOinPb/WyyxHLrm6++pOGVVQ5db2ATRkFtpT6v5dFLMUG3p1BwvXnsbsS3V2tBSqtJKSt/lpionItp3gws297jzVGLd52rZcbY7fx93TpQUofyJtci0cpCwmbbono/kdcvgA0wevB3DE7ud0HZlP7fGhhjdxafk6Hkx/ADEEyDDvojD9gU+ddEDFtc3ceUxPv4FrLnGhGv+DBi/SRtUbNxiFNobTXkbxo4cx5xdadFVsGJcdYyxGAMlVxRtwsCMOst7BeHzUewj4KYDCG0r+PrArZzueKHZ5RkdqiB/WSMVVg2oiuJg8h2WvQGugSWoS0eu1NEFIEkc3JdCmXMmjDCbFSLPZbMqq0Yvl+P1HMiJ8nBYBKiKyDaVDjVZV5ZzzAE/Xs7PUvSpXZ7VOz51sXnOlSBe5ph+TezACjEAiAu6vnzZ7LTXUq3IlAtoTBBy59sRtGCwhOHIdrPvJ2iQjYIpcMyxoJQvAFIwAI8AIDAsC7FyH5U6znowAI7CvCLBz3Ve4eTBGgBEYFgTYuQ7LnWY9GQFGYF8RYOe6r3DzYIwAIzAsCBh3CwyL8qwnI8AIMAJZIWC1z1Unympw5jMcCNAPUdiGhuNes5YOAmTz+ofTAjoifM4IMAKMQAYIsHPNAERmwQgwAoyAjgA7Vx0RPmcEGAFGIAME2LlmACKzYAQYAUZAR4Cdq44InzMCjAAjkAEC7FwzAJFZMAKMACOgI8DOVUeEzxkBRoARyAABdq4ZgMgsGIF4BNYxPzKN5UY8VbZXacwRzK/HcbWhiesvX+uGjvL4vXfcmnNtLGN6ZB7m+9bA8vQIaFOt+JteRpxNNZanA9pEY+g8gOvzkuykg0n+9Xlf5umoGZMhRp3XmkdwENBs17Phdh3j+n1U8hdxdjwOZ/PY8c4xjt8+X7PScZ9l6vJwLTnX9c9K2DIKTk+vHErHauIXOvQrnebmAuJsanxh06Gtl5E38tzPxnXcrxRRI7nFXx1llJCTHKx4GNw8grpLc/VlzuiAs8RoPxHgsYB8uR7Yb7OJWnELpVxUMJGM2Pr9CvIXz8bMA3Ks2rwh+6oV8fwHCk2yjDCT5W2FIlnHVrj2d590ztWN2GYrZqXX52dRKdbQXJkxE/R86wxWmisIpB/HwtUisHUPD0X4vY7PSlsoXg0eGDMfl5H3r9M8cKLawcWo529i5gLmjrTz2KcHdh4X48LW9c9Q2sqj/HFgeUKJmRVsLsSFJpmr2iJDCx1b5NzP3dI515kV54leKxp0JoCB4nuagRgok5tMT2q5zTtWl1KhJbq0fB9pcWnX+OF5IG7jBzxHHkdyQRPG38IxbOGe432BfcNIkoEPO4hAAw/vbZFhSw/dFMPRchnH8FbLPpJsfBYUz1RmvZSVE0XrKTVKw4XTCOocMaa5ZHVamTNt6ygLMDjH6ZxrnN4C4Dxwf/9yqJXZPwNfukv4WhFbpT/7RQN9+d6sHWtpaVd/uQV4+bL6S0M6JAcKbLZe1uPQca51AaNkoZhCR2CrlPNz6iOU5kIZ9RZXY7RcTnTMM++hCEo9jCAUIGAcC5s1UDhTrHnpqmB1FbQ5aYTKrFo4q8zm8PKq189Nc4U9sICg1TljpaMO8hCcZ+dcBVhbeH7kSz9fVS/nxdM24l62DW+xtgl/1eQaqOPjaPkOlL8Mlu8Q1yu4GVWAMkmzPg9a3stpABNZurb9xSidbExNCIRyrsdKyEUWcOMwa4AWPsmrOUpHOQ5UcexSrt80CtUrFJ+vzAGnBznfgMZNc1XuG4rRrc4ZWx1NGgx2W8bOVc0tjS98iXIeqNw37yvoGLRi+e5EAv6uhRFnaWU9JlX7hWetScZp3TuGsEcwipGQL6kIzKyQ43MfzMqyOWI3ide98RD3toqwy5SRg/UizCYoMMFWCbmEyETd3WJh47kjyOM5RJ3Mk5O+W50ztjqacDO1yTL1+XHGzrWX0MijXA+M1an+Ny0LBOuYz5WwldeWg8IwdR3rEJkDJRGr0/D5wCDg5dQ9RxizG6bx8B62WszVUlQqHKwxyiQ0nbrDrLK7xYl+W8c6/Zyx1tGEm6mtdeF7rmd2ztVdkviFHaFqWsejFYtahcstMtmkQcNDkNHOokKOVZ84Jr5ukSu2GuwNkglGHjP+3jcExD0GjqWqSjmFsOSUANBYnvdrBSGd8kcg10/9667dletB/tW/FnMgnKGpwGay7Rg+ziV7HRNZDSJBU/sAlDJN+NSKTaDYrGlktSKU9no5r5xr5MqpSltvlvNoUgbf+bjnQNNpqjWL/rHHRm1zZMk3y3XvepO2Dbr9gzb1yOERjKtepTMhZ77c9NiKcXw5JfoOYCRx7+lDKxvqSQ0cO8vLRtN0bU+651ai18vNPFT7i+rn2L5mm6I/mo4s+nwgTo6tBrKa54hiywrPgIdnvqnnTAodo3QflHaTzYc8qYnIB0A4DHKg8p/qZJ0b5F1Xr/l8xIHryHxeGq1rCM5YZKSy85SPPa7hNs9oPXk9I/J6hL6VMT0dnO/AiMmu6eFiaCeG0jWPRn8Q2WMUkrAvGkjv/vwEDiq4d/JD3l4r/SGc1FO3VRpfsVfFNt25otiaeY7k8xTgBLas2LHroOVxdDnka7oOaXXU+w/SucnmjS8o5PcfDeIaZf90oiLisNsQFZpuHqlb5vj3795kOdIw6GiLl8nmf2XbmekYAUbAFgH3F0v1ln85YDtQF+mGQcf24OXItT38uLcBAdNT3EDGTYzAwCBgsvnsdgsMDEysCCPACDAC7SPAzrV9DJkDI8AIMAIhBNi5hiDhBkaAEWAE2keAnWv7GDIHRoARYARCCLBzDUHCDYwAI8AItI+AcSsWVb74wwi0gwDbUDvocd9BQMDoXPf29gZBN9ahSwiMjo6CbahL4POwXUGAbF7/cFpAR4TPGQFGgBHIAAF2rhmAyCwYAUaAEdARYOeqI8LnjAAjwAhkgAA71wxAZBaMACPACOgIsHPVEeFzRoARYAQyQICdawYgMgtGgBFgBHQE2LnqiPA5I8AIMAIZIDDkzvUxFkZHsfA4AySZBSMgECCbOoXbuwwHMNxYtOZcd2/j1OgCwj5pF7dPjYI21Dp/tkbmOLmg3yhGB8zjPV7wMHG/T91GaP49XvCxOxU1OyOxp8ms4W8ag+e8i4CGVWqbjQDy8UOsTr2PM2MR1/V75I6bnbknBQxJ16PkbqE9EYsWePZRl5ac6+PPF7EdUpKMdQKLR9fEr3PoFzrPloDFiQQHK5zFBbxYeub329tbw9zqBYxaO4d9NJiQ3jYNj/FwdQ5re3uujs+whEVMSPrt3j6F0VuH8cylufL9hFF/M/YkA2Gg4r/35DIi57iN2ENAM6XY3R7W5raxOGEKHOzAePxwFVPvn0nEXRl3bQ6rF0YR+UC1G9qlOo3lvT0sn6ZT07yQr6dinJrYFovUjPukQzrn6kZWF1YN2u0+wlfbwNxZcVcFwdjlK5jDNr56FIrRXAa7uD2/iO25NTy5LLsBMoA1zG0vYj4qgjOI0LtNpM8yJGRw+cocsP0VHGge4/PFbcxdCZzh6Y+WMOVfp3niRLVG7MXlC1idW8OeM6t6F4oel2zs8FQbEtJDdArvR4etZt6nl7EmzOFReDVj7tEHrS1i0Qea2YqYzrmeXnYiL7KEiM+LhuRIdxt4AeDouOw4pY6PP8ei5pCDq6dx1mBwIsLzl3CUL6WI+QLI39PT30ktBJGHTm+ODrQlohRR+vJIS/ZRJafmRQcBD5sl3m6DkHE/AqcpHJZhGhvHUfnBFIs9GbL6YPNY83caBHbxyIkQpAdhiv60DMZRRJl7HCfh1Le/951rot2KFZ9n76PSKke2R9O8kK8b0m8uX8WGI20/RqM2sIjh2leX0jnXONXGLmNlaQrbixMYFfnYICqNCqYcBzMHKdhVRjAZ3MTiUWl5vQY83MXlJ2sgdz+35i27nSiRDFSnP7o4EVp+rV6YwPdXvL7ukl2yLmHo0pJ9b+1oaOm4emEeWHF4ROkrK7f7/Tbg5eZ2vzekWcZAQdT299LDSmYgHwtDngIenvJztvSQkVSQqflYQsCxV89JTWARS3hmcwMlHt4hLYMxd7Ylx+zYw2GRTki228dYmFgEpJTG2tHAMTvyjEXOC/86rZ5WHyq1k91HX2F7agkfucssG9v39Je/28FC5tPPx9k5VwBjZ96Hs6haxQXK/0VGpXaQjY0fBfACTjDsLJ2nlj6SjPc0liMngpn+I/EA+FwxKHLKAZsxZ8nuGx3xAZZWgiU7Tp/FHFZxS0pZzK09gZLZiFPx8QJoeS+nAeLI7a5t48XhFT9v/WxpSkTy7GDj0VNyn3t7WDu6iAljsTaeDxUTaTEip8WSevjXFXuwsFvDivD0spx28jnHH4Ts2B3bzxnb2X54kDawCDPr25bsnCstJyYWcdSPHqmg1d4EdyJbd5nlLp2t81kR9M4DwHPYEfdt7DCmPKcu+FCRw4tu6NtZbkX0jm8mnIRnXZMcenwXu6tqrm/s8gqWpigwCe/psOM3nFSnl2kV5D44leWwvPQ2YCNqDtGrML2HEjFfeIGlZ+4D3sZux87gfbq3bhqs9QeolnpzV0D+HGvV9m2xMOFratPB65PzDJ0rLW1V40qa4GpkGkZMXiqFr+5ny5QwftoBIf+pRTgbeZzlHC27lKWncOZ6/12IzIGSiNVp+LyjCHh5bu++x+y+EMvpFCkBNWJOseoRCtOS3wle6NRxskGdIQ0mcuHUWcpf0VZg6W3fGgsTvqa2NAr1EG12zlUolRAR6oqf/ghLU9tY/NwUXTlFGn9bi17g0Xnp5xH04sYnFB0UGpePTepTF0E9p0LCBaySY9UnqWmMiAhG5emeieWdviuDnbMRq6RGgXtMEdbY3ymEtZQS0PmlsNuxy0+ch/2zpWClpfNLOhdRMNnO7XBR1GSXSfyQIRaJY/U2QXbO1Z3gi/PS5nixG2AKS152PISFl9+8oP1oIHBEK34i013CLMr50sdYEGsip/ijLoFPI5xfNeWztKXz7m3ML24jyO06465eUPfr0o8C7Jdjrj60VUp3rAITR9bVWwF2Yj/rnB5FhAB0G8LY7N6+hVXM4YqPX1Rfbg8QcIuwUkEnuBZzJJbB2m6PGPL4SxZ2S6kl2fhEQdS0S8E0L/TRx3DmfSpELwp7UYvLLdh+pljosvbXufE1L5EqUD5E2mh5YZQ2QNHmeEqmO3tTMXoBE6OLLgtaUiQsecQy4KyI6gQ7b3DDns3Ty3tYwyiccR1CKkbR5/LKEr6auACHhyvT5Sd4hlOYkF7BQMsxfTk/9eKWyKN6Q+s0NO6zw6cwMTEKTzO1COb1jPh2oyHQDyO0PcLeWCIKGXf2shIXsWyUHWMs9kAYG+++RMjEzQIBkfv0biq1GOwuCSqx0pl6HyvyVrqkTjHXyRZi7ZYiSsWWnHkW7KP2mI8Z5sVZ76L/LfajL9IPeeRisXM5re1njYUvZB8ejDSbzaYsN71Yjt9/JCPCx2kRoG1gw2RDtIq5dTj80E6L2yDQDysWZPOaK0W6yHUQ7j7rwAhkioD7S6RnGYWtmcq238wYCxlxjlxlNPg4EwSGLXLNBDRm0tcImCLX7ApafQ0NC88IMAKMQLYIsHPNFk/mxggwAoyAQICdKxsCI8AIMAIdQICdawdAZZaMACPACLBzZRtgBBgBRqADCBh3C3RgHGbJCDACjMBAI2C1z3WYNoAP9N3uknK8FatLwPOwXUOAbF7/cFpAR4TPGQFGgBHIAAF2rhmAyCwYAUaAEdARYOeqI8LnjAAjwAhkgAA71wxAZBaMACPACOgIsHPVEeFzRoARYAQyQICdawYgMgtGgBFgBHQE2LnqiPA5I8AIMAIZIDAkzpVes5LmtSwZIMssGAGQ3amvB+o8KDa2bkNjK2k3dLSVrbt0rTlXeoeP4d3u9F/IaTOt/3cqeCdUkpq7t0+Jfqdu7yaRWl5Pb0BW8kuv/o2U1YSP1M/Hx8NKfh+SpXZM1mkEdnH7lGTL3r1K4yzpVdVT7+NM7P/RNo/TNyZhpWOn71Vv8m/JuYqX54X0of9CTu9t8l4//QxLWMSElYN13hhJLLe/eoRs3Cu908t9F3xIVlNDsvziAXDrMJ65Ol75fgKjBv2M+OivDBY8nmFpyiQLt/UKAuJdZr5N72FtbhuLE3avsaZXVftvLzYqRI51AotH15RXtu+tzeFFg2ZB+gDBOEwHG5N17ODgPc46nXN1oy/pHYWSeuTM6EWF3sd9s+v2V3iU5C3dN0YurS1hyobeGyLT7yT5nTfHzl25DC8Qkd/5LkSJxccgbOLbcQ19uKmrCIwdtn0auq88iQtbo+7/6eXQSzS7qnTk4BY6RvYd/AvpnKsXfa3NWSGz23hhR/foK2zT8un0Gbw/Re9Ql72x9/TWlk9KxBimWXjstVmJYCRS5BdvcNVen6y/Yz4VPru4fWsVsH59tlFEbtxXBNwV1txZKYiIEICWyzC97jqCPtRM9n4B9LLg1QteesKJmL0UmpxeCqcR4uZLaDBASVtZ5onb1tEgxwA1pXOuKRXf/X4bsMg5Pfpq210+ue9QN6QGVi/MAytaykGzKJlmOQihU0odkCvyi3fDB9ecI+e98Nvfyw8DnSbiPCpqiSDn5u4gIF697edbJ7CIJTyzMC5aLiPJCZ8+izlQmmEU4fz9GC4/WQOFMfQad/pnSnvSyjBo2wOlEVYvqA5x9cIEvr/i9XNTdNp88RDV0117a0etUh9WOnqDDOF355zr4wVQ+kBeRhvxdVMC77vLp7Ez7xtTA3NrT3DZW4/DTTmsPsRjialKI11o5dBW/lZ4g6PWlmDrQqdQzvXoIiYMxVxVtF3Qom3ubNITnlJRjgNVnLiyKlM509nY5SdQ/LvrpOVnPDnfgMY8XxzOlO4CllaCdBcEv1Xcii0u2+oYln9YWjrjXKlaLjzrmnSDzZDueikBz3GOmVIDhr5jhzGFFxB5f8PltppSyN/SOBy1tgRbL3Q6vUzOMMHxiIBhDom+VSjkFF6dyHQPz6jCub2IiYgo08NA3dnipA+8a8bvqPki0l1O9BykGSz42eqopBtGnQKwqc0odH83/ip78R9jYWIR21M2yyc3h7W9jYnRRU2UR9i9LD1NtaudO42Q3zVOddxdOJkP78mgXjWfeVHrmhSJmym5tT8REAHD3JXkvKxBPYpKn+EUJhYf4vHyWQMF1RLI+dHOHK+A7LQZiC2bprD0TF4ZJnez1lHUIZZDDCnFMeifjCNX98aTY31i4Ri9XQLPvNyQ+00Fs4RdA+LmtlUwMN3aGPnd4pW89IJb5PJSGiaOoTaOWkOQ9FWDuOfA0fGoB6oTMCSnBIDd2wuIXHlPHfZ3pSj4uDa39MxzrMrVyJPI+WKy60gu3gV7Hb0ew/idoXN1HdPcGvZsHCsAccNNBS83h6TuGpBuz+5tzC9uY2rpo5aiA4mTdJgk/2l8tDSF1VvBDyPEftZU1X4var3CUauEfP8c7uL2vLMq+ygqneoGDIejfK+i7AtRzFIyAJ5tv38GY3AKpqsPpcqCvkOF8vfurgKZtdLH42mcL6dxdo52JKgFMUo7KHLJzFPpKHccruN0ztXLlYiNrqu4IKqo7oZq94mO1QvBL7TcKmu4EkogO08/8yZr54bLPygItqOMYnRiEUfX9rLdC2ghPy3Z9q58jwlXr1uHn2EvqBoE21lM+JDGt+exuD2FpciZOVzG1w/aKoWmUXfDf0zwEBkwGJQVKQB6YPtbrXTbHsPllSVM+XOK5tppLK/NIZCLdtE4RTF5iKkXt4J5OEEVq2eR8+X0MuV6IRy9l3d9eFYuiMmcY4IilWzoz4wvKOytd2g5ESWU6ufQ37eeBoAmaG/Z0P7BRREfPXSfBFtb9m/wfRppGHRMCyXZvNULCtMyZnpGgBEgBNxfLD2zygn0KWTDoGM2t6YPItdsFGUu+4fAMEeu+4cyj9RLCJgi13Q5117ShmVhBBgBRqCHEWDn2sM3h0VjBBiB/kWAnWv/3juWnBFgBHoYAXauPXxzWDRGgBHoXwSMBa3+VYclZwQYAUagOwgkbsXSCbojJo/KCDACjEB/I8Bpgf6+fyw9I8AI9CgC7Fx79MawWIwAI9DfCPx/AbnuV9vIouQAAAAASUVORK5CYII=)
Source: S&P Global