Impact: Positive (Low Inflationary Tendency), Positive (Monetary Policy)
Brief: Consumer inflation slipped to a seventeen-month low of 2.3% in November, 2018, nearly 100 bps lower than previous month.This tendency has led us to believe that the supposed undershooting of the consumer inflation is because of the higher weight attributed to food articles. At the same time, consumers are increasing spending on discretionary items, healthcare and education. A redistribution of the index is therefore a need of the hour.
Consumer inflation slipped to a seventeen-month low of 2.3% in November, 2018. This is 100 bps lower than previous month's print. We are expecting the overall consumer inflation for FY19 to be pegged at 3.5% level (with minor variance). The forecast gives due cognizance to the evolving food and fuel story along with discretionary spend. Consideration also involves recent developments in oil market, which we reckon will support food items - lowering overall inflation rate.
There are several reasons for this outcome and obsolete weightage tops the list. The CPI is essentially a combination of Headline and Core inflation numbers. While the former includes Food & Fuel prices, the latter contains all other items, which are essential in a household's basket (representing both discretionary and non-discretionary spending) – excluding food and fuel categories. As food prices have been perpetually low, the Headline component's representation of a total of 45.9% in the overall consumer index is somewhat subdued.
A sub-category level trend shows that while core inflation stood at 5.6% during the said period, food inflation as a standalone metric stood at just 1.1%. This tendency has led us to believe that the supposed undershooting of the consumer inflation is because of the higher weight attributed to food articles. Food items account for 39% in India's overall consumer inflation basket - strengthens our hypothesis.
If we compare India's CPI weightages to that of its BRICS peers, the disparities become starker. As mentioned, while India's food basket has been allocated nearly 39%, the category's share is only 25.5% and 19.1% in Brazil and South Africa, respectively. While it is understood that both these contemporaries are termed upper middle income countries as compared to India's classification of lower middle income, the latter is fast approaching that target. This is because India has been averaging a GDP growth of 7.5% (over a period of ten years) as compared to the other two, averaging less than 3%.
While analyzing other segments of the CPI basket, it is heartening to note that spend on healthcare, education and lifestyle items remains strong. This development pertains to the rising standards of living and rearrangement of the household income fund. As households begin to spend more on discretionary and non-discretionary items, the prominence of food declines over time – a sign of a matured economy driven by diverse consumption categories. Inflation in protein based items such as Meat and Fish (+4.99%) is sign of things to come; the healthy supply side in Milk and Pulse categories has however diluted the trend. Discretionary items are also showing a strong growth trend signifying inflationary tendencies in the core category.
Considering this, what is confusing is the fact that while India's per-capita Income is growing at 5.8%, the price of food articles is in negative zone. It is evident that through the effective implementation of the MSP regime and bettering logistic support, India may have controlled its food inflation substantially. Price control of seasonal fruits and vegetables (along with high growth protein based items is recent past) is therefore overwhelming other categories, which are more inflationary but represent a lower weightage.
Items such as Housing, Amusement/ Recreational expenses, Consumer Durables, FMCG and Transportation have gained in prominence over time but continue to represent a lower weightage in the overall price index. We believe this must change and weightage of the Indian consumer price index must represent the evolving ground realties of the Indian economy. A redistribution of the index is therefore a need of the hour. Given in ineffectiveness of the MSP regime and its failure to be the 'floor price' in agro trading, improvisations have to be more structural.
Category wise Weight Distribution:![](data:image/png;base64,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)
Source: MOSPI, BCB, Statistics South Africa, Acuité Research
Note: # indicates weight for communication is included in transportation, * indicates weight for that segment included in other categories.
India's Annual Inflation:
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAzIAAAE0CAYAAAD38wYZAAAAAXNSR0IArs4c6QAAIABJREFUeF7tvQeUFcXW/r1hyCBIEEWCMgi+RIWLcoELYiS8IoqCIEGCCIoEJWck56ggSRBJl6iCXoKAAiooYgAUBF6Uiyg5CRIG5ltPfavnf+bMOdMndnd1P7WWC+F0d+367X1q9669q06G5OTkZGEjARIgARIgARIgARIgARIgAY0IZGAgo5G2KCoJkAAJkAAJkAAJkAAJkIAiwECGhkACJEACJEACJEACJEACJKAdAQYy2qmMApMACZAACZAACZAACZAACTCQoQ2QAAmQAAmQAAmQAAmQAAloR4CBjHYqo8AkQAIkQAIkQAIkQAIkQALpBjL/93//R0IkQAIkQAIkQAIkQAIkQAIkYBuBxMTEgH1nuHnzZnKGDBkCfohAJtiNto2EHZOAywnwe+dyBXN4qQjQ3mkQ4RKgzYRLjNeTgN4E0vvOM5DRW7eU3oUE6KRdqFQOKSgB2juNI1wCtJlwifF6EtCbQLqBzI0bN5IzZszIjIzeOqb0LiJAJ+0iZXIopgRo76aIeIEfAdoMTYIEvEWAgYy39M3Rak6ATlpzBVL8sAjQ3sPCxYtFhDZDMyABbxFIN5BJSkpKTkhIYEbGWzbB0TqYAJ20g5VD0WJOgPYec6SufyBtxvUq5gBJIBUBBjI0CBLQiACdtEbKoqhRE6C9R43Qcw+gzXhO5RywxwkwkPG4AXD4ehGgk9ZLX5Q2OgK09+j4efFu2owXtc4xe5kAAxkva59j144AnbR2KqPAURCgvUcBz6O30mY8qngO27MEGMh4VvUcuI4E6KR11BpljpQA7T1Sct69jzbjXd1z5N4kwEDGm3rnqDUlQCetqeIodkQEaO8RYfP0TbQZT6ufg/cgAQYyHlQ6h6wvATppfXVHycMnQHsPn5nX76DNeN0COH6vEWAg4zWNc7xaE6CT1lp9FD5MArT3MIHxcv6ODG2ABDxGgIGMxxTO4epNgC92eusvkPQrVqyQ1atXS8uWLeWRRx5x3wCjGBHtPQp4AW49f/68dOnSRQoXLizDhw+P7cMd8jTajEMUEaUYsM8DBw7IyJEjpVChQlE+7f/d7vvcggULStu2bSV37twyZcqUkPrgfB0SJksvYiBjKW52RgLREaCTDszvzJkz8tFHH8mePXvk7Nmzki1bNilSpIg89thj8sADD0QHPc530zEGB+xWe1+4cKFs2LAh4MDr1KkjTZo0iYvVMZCJC1bPPdQK+w01kFm3bp385z//kcuXL0upUqXkpZdekltvvTWoTnyfe8cdd8jKlSuVv/jf//3fkPQYyny9Y8cOmT59usyZM0eC/ah8SJ3xopAIMJAJCRMvIgFnEHDri100dE+cOCFDhgyRv/76S3LlyiVFixaVK1euyK+//irJycnqpRAvh3a0mzdvSsaMGdPtOhTHaIfsTujTrfZuvAgWK1ZM8DLl2ypWrChVq1aNC34GMnHB6rmHWmG/oQQyv//+u/Tr108tWJUsWVLeffddqVKlirRp0yakQCaSTE8o8/U777wj27dvZyBj0TeDgYxFoNkNCcSCgFtf7KJhM3nyZPnuu+8EL4AdOnSQrFmzqscdOnRIrYqVLVtWWrVqJRkyZJDr16/L0qVLBStmWMG7++67pUWLFnLXXXepv7/66qvq35566ilZtGiRCo6Q0cH9xsra5s2b1Qrg6dOnpUCBAtKwYUPlPNEGDhwoR44ckddff11mz54tjz/+uHrWN998Ix9++KEcP35clTE8+uijUq9ePXVPKI4xGj463+tWezdeBJ9//nmpW7duQBXBHpcsWaJsG/9/++23q4C8Zs2aKdfjRQ7X/PLLL4KguXjx4tKoUSP1Uod24cIFmTVrlvz888/KVp955hn1nWBpmc7fCvtlN7PfU6dOSffu3dVcOnjwYCWwkaXA3Ic5Fy29uTSUQObHH3+UCRMmqD6wINCjRw8pU6aMvPLKKyEFMoFKyw4ePChz585Vc3ViYqLUqlVLZs6cqf6EHzDma4wBPmbnzp2SN29e9Vnp0qVVYIXvpdFYMhx/e2UgE3/G7IEEYkbArS92kQJCYILg5caNG8qh5cuXL91HLV68WFCKgACjRIkSsnz5crl27ZqMGTNGMmXKpMoSkNXBSl3lypXl008/lZMnTyonBUeGl0oETuXKlZOHHnpIPvvsM9m7d68MGDBAPW/o0KHKucGp4u//+Mc/1AvkoEGDBE7z6aeflk2bNqnab+xVQPDFQCa4ytxq72YvgiAyfvx42b17t7IhvFDhpQ8viJ07d5ZKlSrJ33//Lb169VLBNuw5S5YssnbtWhWww55RXoMXsC+//FL+53/+RypUqCBbt26VP/74g4FMpBMO71MEzOw3lEDGbC4NJZA5d+6cWjTCYtN///tf9Z3o27evmmuDtfT2yGAxAAEYSpWrV6+uApTPP/9cLl68qPYvIigx5mv4CPx39epV5QNwLb6z33//vVrEwuIDMkNYVIgk80NTC50AA5nQWfFKErCdgFtf7CIFi7Kynj17quDjrbfeSnkMsi5wMEZD6QGcW/v27SVHjhwybtw49cK3ZcsWef/999W/P/jgg2rjJxpeBHH9F198oVa0//Wvf6kgZ/To0Wp1G6VscE5Ytevfv78Kalq3bq02UCNI8S1nw+oc9IaSN6xQfvXVVzJjxgy1uo7rGMh4N5AJVFqGFyZkFd988021z2vYsGEK0P79+9XG53vuuUfZ3CeffKKyi7Dt5s2bq2uQ9Vu1apU8+eSTKvvy8ssvq3/HRuacOXOmBOLMyEQ64/A+30AmmP1i8cYsIxPqXJreZn9j/saCFjI9yI7j/y9duqSC9UAtvUBm3759MmrUKMG4MMf7jtXIJBnzNRahsBiF8mUEUwiq4Fcw9q5du6q/c4+MNd8XBjLWcGYvJBATAgxkUmM0Ahm8pL399tspH3bs2FE5M6Oh5AAOBivYgVr9+vVVtgSBDAKdadOmqcsMx4YVcKyEGw7K/xlYdUNJgeEkkYFBmQ8aVuZQpoaDCCATVv2QQfIvVWAJQlrNuNXe09ssbQTTeAlCGZlR7499X8g+GvaJABuBNoKVatWqKXhYDZ40aZLK2DRr1ky6deum7B4vWGg4CAMvXQxkYjIde/YhZvaLEiuzQCbUuTRYIGMEFPfee68K8hs0aKCCd/z7xx9/rIJ3LHD5t/QCGWPhqkaNGimLWsbCk38g07RpU6ldu7Z6PGSEDAh+EAQxkLH2q8FAxlre7I0EoiLg1he7SKFg9Q310ElJSSlZFN9nIduyceNGVTt92223qewNys8Q6Pi2PHnyqNIA/6M4sfdgxIgRqgQMq294CTReBn2dJFbQsXoeqBxi3rx5qgQNK+34DwEN9jUwkDHXulvt3aw0ByvN2LgcKJAxgnajbAzZRONwAKNcB2WRyPbhZRJ2P3bsWAUbJTNvvPEGAxlz0+MV6RAws1+jtMw3s7Ft2zZVcmUEBJHMpYZIKAfGvI+SSywgLViwQJXsdurUSX1vsLCEhadALb1AxpDRN5BBaSa+a/6BjO/CEzL4P/30EwMZm741DGRsAs9uSSASAm59sYuEhXEPSsqw4bJ8+fIqQMFRmmjIhGBVDlkVBDLYJ4CXPpSU4R4EHygNQwkAghDcZxbIGOUQCIiwqRQZlsOHD6s9MVj5DhTIIDvz22+/qVIhHCqAIAZ7GRjImGvdrfZu9iIIm/IvLcOLEl6YYMe9e/dOKS3D/hhkX9CMVWpkF5Fl9C8tw6ETyFwyI2Nue7wiOAEz+zUOTsFiz9SpU9WcO3/+fBVsGAFBJHOpIRH2hb322mtqDsZcjAw3vhvIiqAv7FXEnB5uIIOyYcjlG4AhSMJeyUgCGWRNM2fOTFOKMwEGMnEGzMeTQCwJuPXFLhpGWP2D48LRsnCcxglkR48eVfXScGhwdjgtDCVe69evV0EPNj9j4z/uQ9YFmRqzQGbXrl0qOELggr0JCKAQKGF1ECeXBQpk4Mi//fZbtbqOfTLIzmDfDF4mse8Gz+QPYga2ALfau9mLIGigHAzZO9gVbBq/O4NsoBFE42URpZIIpo0T8BAgI0DHyxi+CyiR/Prrr1M2+6N0BrZ35513Kpt3Y3OrzThJV6HYL2wTC0XYX5g/f361NxClwMam+UjmUl8GCPQR8N93333q+XgeFqXQML9jrm3cuHEabOllZBAQoRwTz0GWEwdmIEuDzf7hBDLGyWVYZMDeS+MUQSfp0E2yMJBxkzY5FtcToJMOrGK84GGjM47jRGCClzmsqsGJIIDAiWRoKEn497//rV7usOcA1+AIXPyQGpyYWSCDZ6BUDccvo09kYXB8LrIraIECGZwShc39eIHEZv927dqplXMEQaixxrHODGQYyPgTQIBiHL+M05hwuASO8oZNGw3BunH8Mv4NBwGgpAx2jQYbxXHLxkl6yNwYB1ngTzc2zpHx12oogQyOMUaZF059xCmPmIdx4qNvuWS4c6nvyFAmCdtHFgULVphbEdDjpD/M78iwI6D3b+kFMrgWC1OQG98d7L9BoITxGpnPQIez+JeWoRwNmRz4HRyHjlI1tvgRYCATP7Z8MgnEnACddMyR8oEOJkB7d7ByHCoabcahitFALJxAhgAGv7+EwAgNi1ZY/PLd3K/BUDwlIgMZT6mbg9WdAJ207hqk/OEQoL2HQ4vXggBthnYQKQHf35FBthwHZSDTj6P8UYqJDDyb8wgwkHGeTigRCQQlQCdN4/ASAdq7l7Qdm7HSZmLD0atPQbkmfjgZdoSGvTbPPfecKj9mcyYBBjLO1AulIoGABOikaRheIkB795K2YzNW2kxsOPIpJKALAQYyumiKcpIAyyZoAx4jwJdSjyk8BsOlzcQAIh9BAhoRYCCjkbIoKgnQSdMGvESA9u4lbcdmrLSZ2HDkU0hAFwIMZHTRFOUkAWZkaAMeI8CXUo8pPAbDpc3EACIfQQIaEWAgo5GyKCoJ0EnTBrxEgPbuJW3HZqy0mdhw5FNIQBcCDGR00RTlJAFmZGgDHiPAl1KPKTwGw6XNxAAiH0ECGhFgIKORsigqCdBJ0wa8RID27iVtx2astJnYcORTSEAXAgxkdNEU5SQBZmRoAx4jwJdSjyk8BsOlzcQAIh9BAhoRYCCjkbIoKgnQSdMGvESA9u4lbcdmrLSZ2HDkU0hAFwIMZHTRFOUkAWZkaAMeI8CXUo8pPAbDpc3EACIfQQIaEYgqkNFonBSVBEiABEiABEiABEiABEjAZQQSExMDjihDUlJSckJCQsAPuerhMivgcLQgwO+dFmqikDEiQHuPEUgPPYY24yFlc6gkYFKpwkCGJkICDiNAJ+0whVCcuBKgvccVrysfTptxpVo5KBIISiCq0rJgqRzyJgESiA8BOun4cOVTnUmA9u5MvThZKtqMk7VD2Ugg9gQYyMSeKZ9IAnEjQCcdN7R8sAMJ0N4dqBSHi0SbcbiCKB4JxJgAA5kYA+XjSCCeBOik40mXz3YaAdq70zTifHloM87XESUkgVgSYCATS5p8FgnEmQCddJwB8/GOIkB7d5Q6tBCGNqOFmigkCcSMAAOZmKHkg0gg/gTopOPPmD04hwDt3Tm60EUS2owumqKcJBAbAgxkYsORTyEBSwjQSVuCmZ04hADt3SGK0EgM2oxGyqKoJBADAgxkYgCRjyABqwjQSVtFmv04gQDt3Qla0EsG2oxe+qK0JBAtAQYy0RLk/SRgIQE6aQthsyvbCdDebVeBdgLQZrRTGQUmgagIMJCJCh9vJgFrCdBJW8ubvdlLgPZuL38de6fN6Kg1ykwCkRNgIBM5O95JApYToJO2HDk7tJEA7d1G+Jp2TZvRVHEUmwQiJMBAJkJwvI0E7CBAJ20HdfZpFwHau13k9e2XNqOv7ig5CURCIK6BzI4dO2T69OkB5WrYsKHkzZtXFi5cKCNHjlT/79vGjx+v/tqtWzf15/Xr12X58uWybt066dGjh5QtWzbl8gsXLsjixYtl9+7dkpSUJHfddZc0adJEihcvHgkT3kMCjiVAJ+1Y1WglWHrz6Y0bN+Tf//63fPnll3L16lUpXbq0tGrVSvLlyxdwjOfOnZP33ntP9u7dK5kzZ5YqVarICy+8IJkyZZKTJ0+q+dq/tW7dWh566CFTZrR3U0SWX7B161ZZsGCBPPHEE/Lss8+m9J+eTfkLmZ6NwY8b/t//vqlTp8ott9yS7phpM5abBDv0IIFLly7JkiVL5Mcff5S///5bKlSoIJjXc+bMGZBGcnKyfPDBB7J582a5cuWK3HPPPdKmTRspUKCALF26VD755JM09xUuXFiGDx9uSjfugcycOXNk6NChaQTJlSuXGvDo0aMF/9+xY8eUa3bu3CkzZ86UESNGqEEC2KhRoyQxMVG2bNki3bt3TxXIjB07Vt3btGlTyZIli3z44YcK7uTJkyVjxoymEHgBCehCgE5aF005V06z+XTVqlWybds2ad++veTOnVsFNVgsGjBgQMBBYZ7GvIv5F4HPO++8Iw8++KA899xz8ttvv8ngwYPTvJhizsc9Zo32bkbI2s/hl0+cOKFeRCpWrJgSyJjZlL+U6dkYAqKLFy+mumX79u2ChVHYUoYMGRjIWKt29kYCaQhMmTJFzp49q4IRLGBhcQN/dunSJSAtJCE2bdokL730kvIrK1euVNfj7wiE8J9vw/Py588vzZo1M6VvSSCDyS9YO378uPTv3186d+4s5cuXVxNknz59pE6dOlK7dm112+nTp+XgwYNqpQ8Rn38gs2HDBjWpIuhBO3bsmPTt21cmTJgQdBXRlAwvIAEHEuCLnQOVoplIZvMpHBEyKphv0fBSifkZC1JFihRJNdo//vhDzdeTJk2SW2+9VX2Ghah58+YJVs/37dun/pw2bVpElGjvEWGL201r166Vxx9/XAWmJUqUSAlkzGzKX6BwbAxBUu/evaVr166qT7NGmzEjxM9JIDoCyKi+/PLL6l0cGXu0U6dOqb/7+gKjF2RjXn/9dRW0lCtXzrTzX375Rd5++22VwMiePbvp9bYHMpBw9erVgnQ1UkgoH9u/f78MHDgwYDYlUCDjO0pMeitWrJADBw7IkCFDTFdvTAnxAhJwEAE6aQcpwwWi+M+nKBPDC+OYMWOkYMGCKSPs2bOn1K9fX2rUqJFq1F999ZUsW7ZMLRoZ7cyZM/LGG28IMuXIyKDs7L777pOffvpJZeFr1qwpjz32WEhzM+3dmUYG+/ANZHylNPPR4doYysaREUSGMJRGmwmFEq8hgcgJIGuKQKZfv36qRAwNwU3btm3VdhAkJXwbsrjwIbgH2VgsjpUpU0aVLCM749sQ9CDz+uijjypfEUpzRCADAAhcsNq3a9cuVcJQrFixgPKnN0nCecKJlipVSpWq5cmTJxQGvIYEtCFAJ62NqrQQ1H8+/e9//6vmX2RQcuTIkTIGLApVrlxZ6tWrl2pcyIZjEQqfGw1Orl27dmpOxyodStOQXYfjOnz4sLz//vtqD+Mjjzxiyoj2borIlguiCWTCsTEEPXgBGjZsWKrAOr1B02ZsMQl26jECSDygRBgLDNjCgVKx9evXq7m/atWqqWggM49tJPfff7+8+OKLcvPmTVWCjGwLMjW+DRl9LI5h73yoW0PiHshgs3+gmlYEGnCMRjt06JAqXUBJGZxcsJZeIIMyNdTsoRYPDhQOOZQ6bI/ZH4erMQE6aY2V50DR/efTI0eOqAAk1EAGjgv7aQIFMoMGDQp44Aqy7tjD6HtPMDS0dwcajYjK2EWakQnHxmArKBVHaWOojTYTKileRwKRE8D7Nt7v8X3Ge3bdunUFC1stW7ZUeyR9Gw6CQYYewQ828KNhuwgWKBDQZMuWLeVy/BvKmlHCGmqLeyAze/ZsgUPzb9jE41/7BqfaqVMnqVSpUkSBjHETMjwIlLAJyR9oqGB4HQk4kQCdtBO1oq9MwUrLsHp2++23pwwMJ481aNBA/vWvf6UaLDZh4+Qa1EUbzSgtGzduXMq+Rd+bvvjiC3UP9s6YNdq7GSF7Po8mkDFKy0KxMdjd888/n2rR02zEtBkzQvycBGJHAJv0sWkfWRaj3KxkyZKpOkCJMeIA333rhp/wLWPGXjvss8FBAmanE/p2EPdABqeWpbfZ31eYSAIZ1M4ik4PNg8ZGVNTYvfLKKwxkYmerfJJDCNBJO0QRLhEjUIYbe2QaNWok1atXV6M0XjyR6i9UqFCqkWNVrlevXqkcFE6XWrRokQpuvvnmG5UlNw5uwc0oG/j5559V5ses0d7NCNnzeTSBDCQOxcaMgyT8s4NmI6bNmBHi5yQQPYE9e/aoU8UMn/D1118LEhdvvfVWmkoolBsjuYBAx6jEgg/APDJr1ix1VD8ajmbGf6Fk67ULZHCS2eXLl5Xc2EjUoUMHQcSXNWtWtXkUqSjU0jVv3lxleYxyB5x4wH0y0Rssn+AcAnTSztGFrpKYzac4fAXHZGIxCKti+K0vLA4ZvweD8gHMu9WqVVMI4IzQMP/isBWUGzz88MPqcIAffvhBra7htBqcboNDWLC4hfID4/70ONLenWNlqHQ4f/68Egg6vvvuu1U5SUJCgvLF6flo/DYMdI/fj0MzszFcg2wffl/C9yCJUGjQZkKhxGtIIDoCc+fOlaNHj6o9MvApCGAQpDRu3Fg92N9P4DhllBS/+uqrar5AguPOO+9Ue2qMhtMur127pgKecJoWGRnsecHJJf4NJxqgfAwrhihVQB0eIr+iRYsqmP7prXDA8FoScCIBOmknakUvmczmU5QI4AUSm/gxn+K4TGRujFQ/Ssbw45iYe9GQFYcDwgodSgwwL2P+NfZG4re/8GNnKBvAEfnIztSqVSskaLT3kDBZcpGxt8W/M5xuhxOG0vPRa9asUb8BZwS9ZjaGPnDUM36UNZars5aAYick4AECWLhABgbv3cio4ERLZPKxsIHm7yfgSzBHYIECiQf8ZAp+I8Z3f8zEiRPljjvuUL9JFk6LayATjiC8lgRIwJwAX+zMGfEK9xCgvbtHl1aNhDZjFWn2QwLOIMBAxhl6oBQkEBIBOumQMPEilxCgvbtEkRYOgzZjIWx2RQIOIMBAxgFKoAgkECoBOulQSfE6NxCgvbtBi9aOgTZjLW/2RgJ2E2AgY7cG2D8JhEGATjoMWLxUewK0d+1VaPkAaDOWI2eHJGArAQYytuJn5yQQHgE66fB48Wq9CdDe9dafHdLTZuygzj5JwD4CDGTsY8+eSSBsAnTSYSPjDRoToL1rrDybRKfN2ASe3ZKATQQYyNgEnt2SQCQE6KQjocZ7dCVAe9dVc/bJTZuxjz17JgE7CDCQsYM6+ySBCAnQSUcIjrdpSYD2rqXabBWaNmMrfnZOApYTYCBjOXJ2SAKRE6CTjpwd79SPAO1dP53ZLTFtxm4NsH8SsJYAAxlrebM3EoiKAJ10VPh4s2YEaO+aKcwB4tJmHKAEikACFhJgIGMhbHZFAtESoJOOliDv14kA7V0nbTlDVtqMM/RAKUjAKgIMZKwizX5IIAYE6KRjAJGP0IYA7V0bVTlGUNqMY1RBQUjAEgIMZCzBzE5IIDYE6KRjw5FP0YMA7V0PPTlJStqMk7RBWUgg/gSiCmTiLx57IAESIAESIAESIAESIAESIIHABBITEwN+kCEpKSk5ISEh4Idc9aA5kYD1BPi9s545e7SPAO3dPva69kyb0VVzlJsEIiMQVUYmWAQUmSi8iwRIwIwAnbQZIX7uJgK0dzdp05qx0Gas4cxeSMApBBjIOEUTlIMEQiBAJx0CJF7iGgK0d9eo0rKB0GYsQ82OSMARBBjIOEINFIIEQiNAJx0aJ17lDgK0d3fo0cpR0GaspM2+SMB+Agxk7NcBJSCBkAnQSYeMihe6gADt3QVKtHgItBmLgbM7ErCZAAMZmxXA7kkgHAJ00uHQ4rW6E6C9665B6+WnzVjPnD2SgJ0EGMjYSZ99k0CYBOikwwTGy7UmQHvXWn22CE+bsQU7OyUB2wgwkLENPTsmgfAJ0EmHz4x36EuA9q6v7uySnDZjF3n2SwL2EGAgYw939koCERGgk44IG2/SlADtXVPF2Sg2bcZG+OyaBGwgwEDGBujskgQiJUAnHSk53qcjAdq7jlqzV2bajL382TsJWE2AgYzVxNkfCURBgE46Cni8VTsCtHftVGa7wLQZ21VAAUjAUgIMZCzFzc5IIDoCdNLR8ePdehGgveulLydIS5txghYoAwlYR4CBjHWs2RMJRE2ATjpqhHyARgRo7xopyyGi0mYcogiKQQIWEYhrILNjxw6ZPn16wKE0bNhQ8ubNKwsXLpSRI0eq//dt48ePV3/t1q2b+vP69euyfPlyWbdunfTo0UPKli0b8LnffPONvP322+leYxFbdkMCMSdAJx1zpHygH4FLly7JkiVL5Mcff5S///5bKlSoIK1bt5acOXMGZPXrr7+q6w8fPiyZM2dWc3OzZs0kd+7c6nr4gY8++khOnDght9xyi1SrVk0w/2fMmNGUPe3dFJGlF2zdulUWLFggTzzxhDz77LOp+v70009l/fr1cvbsWSlYsKA0aNBAHnzwwYDynTt3Tt577z3Zu3evspkqVarICy+8IJkyZVLX//7777Jo0SI5dOiQ+vyhhx5S/WXIkMF0vLQZU0S8gASiIoD38Xbt2gV8RseOHeWBBx5I81lycrJ88MEHsnnzZrly5Yrcc8890qZNGylQoIAsXbpUPvnkkzT3FC5cWIYPH24qa9wDmTlz5sjQoUPTCJIrVy7lGEePHi34fwzeaDt37pSZM2fKiBEj1CDhWEeNGiWJiYmyZcsW6d69e8BABnD69esnFy9elC5dugQNdkyp8AIScCgBOmmHKsZFYk2ZMkW9jMLJ4CUSL674E3Oqf8Oci8WmGjVqyGOPPabm6rlz50r+/PmlU6dO8ttvv8mQIUPU/5cvX14FM2MFLAUcAAAgAElEQVTHjlUvwnXq1DGlRns3RWTZBfDJ0B90XrFixVSBzPbt2+Xdd9+V9u3by9133y1YUMTLCXw/Xkb8G3x7lixZpGnTpnL16lV55513VNDz3HPPqb/36dNH+W8EQ7DFGTNmyOOPPy61a9c2HS9txhQRLyCBqAmcOXMm1TMwN0yePFkFHvny5UvzfCQhNm3aJC+99JJa5Fq5cqXyK/g7Fszwn2+D34EfwaKYWbMkkMEEGKwdP35c+vfvL507d1aODpMkJjE4OWPSOn36tBw8eFCt2mBlMFggg4HfvHlTdu3apaLFYFkbMyj8nAScSoBO2qmacYdcN27ckJdfflnNsaVLl1aDOnXqlPr7pEmT5NZbb001UKys4yUWgYmRYYGzWrt2rYwZM0awgr9q1SqZMGFCyn3wB1idw0uvWaO9mxGy7nPoFMEEqiVKlCiRKpDZuHGj8r343GhvvPGGPP3001KzZs1UQv7xxx/Kx/vaExYv582bJ1OnTpX9+/erYBfBDV500GBHH3/8sVrQNGu0GTNC/JwEYk8A8325cuWkXr16aR6O+f71119XQQuuMWu//PKLqqzC9z179uxml4vtgQwkXL16tZqoEMmhfAwT2cCBAwOWHgQLZFDeMHHiRFWm1rdvXwYypqrnBToSoJPWUWv6yIySAQQyyGwj9Y+G4KZt27Yq84LFpvTayZMn1eo5VuWbN2+ugiAsVMGBYRXfyMg0adIkaNmR7/Np786zHbyw+Acy/lJeu3ZNLU6+9tpraV5cvvrqK1m2bFmq4Baruwh8EMBgcRMruwh4jVKyn376SQXG+DdkctJrtBnn2QwlcjeB7777TpWCIvBISEhIM1jM+z179lS+BQtbqJoqU6aMtGrVKqUE2bgJQc/gwYPl0UcfTbMIEoyiIwIZOEoELkWKFFHZlAEDBkixYsUCyhwokMFKEMoXkMGpWrWqdO3alYGMu783nh0dnbRnVW/ZwLGghHJfZEyQZUEJAPY+IMuN+TVQ+/PPP1Xwg7m8Vq1a8uKLL6a8hH777bdqdR1BEhqyN9gPEUqjvYdCydprzAIZvIjMmjVLEJz06tUrzb6WDRs2qIVL+GyjGTX3eA+4/fbbVQYQK7tPPvmkXLhwQT1vz549arHSfz+t/+hpM9baA3vzNgF83/HOXrduXalevXpAGPv27VPbSO6//37lG/DODp+AbAsyNb4N2VksdCApEco+Stwb90AGm/0DbdDDnpjKlSunyI9NfainRUkZVuuCtUCBDJzsDz/8oDb4ozGQ8fYXy82jp5N2s3adMTasiGPePnLkiFr9hoPCy2fLli2DZlGSkpLUSjr+W7FihcrmYK7GM+CQEATh0AB8/tZbb6nN29wj4wx9hytFeoEMAhIEHSgHRwYvR44caR4Pf71t27aAgcygQYOkePHiyp9jr9Vff/2l9tIi+MXLDfZvGYdIBJObc2S4GuX1JBA5ASwwIFOKRYZA2Rg8GYd6INuKRTJjzxy2iwwbNkwFNNmyZUsRAP+GbSS+Zapm0sU9kJk9e7ZgcvJv2MTjX/sGx4dNoZUqVQo5kMFGQKShsBqIk1IYyJipnJ/rTIBOWmft6SU7Nl9ijwJWz4xys5IlS5oOAjaK1Xa8dK5Zs0aVk2FxyWjYQ4OXWe53MEXpyAuCBTKXL19W5WIINDp06BC0BAx7qnDKHfbIGM0oLRs3bpw64MdoODwCwdDu3buVPeGFyWyVlnOkI82GQrmUAA70woJXixYtgo4Qh74gDsD8YBwEYHznMZ8Y7+5YAEE2Ft91nHAZaot7IINBprfZ31fQSAIZbDJEbZ5vRIcJNWvWrCrNlR7cUCHxOhJwCgE6aadowr1yYIUNC02FChVSg/z6668FC1LIpPjvT8DKOVbKkU03Mu/Yr4jFJWzcxv5HZGF8yweQ3UEwg0yNWaO9mxGy/vNAgQxKChGYojwcmbv0jkmGPaDkzPelBkd0w48juMGzcOoZ9lQZfn3+/Ply7Ngx6d27t+mAaTOmiHgBCcSMAE6zxF4XfF+DNWRqUYWFBTGjEuvnn39W+96QwTWOXcfRzPjPt+w0FEG1CGRwkhmCEzSkq7Hag5VBBCsAgFUb3/bmm2+qGmycjhDstw9CgcNrSMBpBOiknaYR98mDkp6jR4+qPTKYexHAwPk0btxYDRar4wcOHFC/BYP9C3i5/Oc//6lKxXB0Ln4bDJu9sd8Bm7RxyhWcHeZjHAaAl1U4PeN56RGkvTvDvhBcnD9/XgmDskMc5oCSQ5SS5MmTR/0GxOeff67Ku30zJghEjIyKYTN4Bl5g0HAgBPw3nvnwww9L/fr11b/DpnBq3jPPPKNOLMXnqNZAeaJZo82YEeLnJBAbAji1Etl236yK8WQsWOH9G78bhoZThfHbZK+++qp6d0eC484770z1ezQ4uRC+AwFPOE2LQAbnTy9evDjNuHCsI37rwL9xj0w4JsBrdSJAJ62TtvSUFYtGyMCgrhkLRfiNmEaNGqXUP6NcDL/nZbyMwibxmyHIxOB6vIDi90GMEoIvv/xSHZ2LIAaHCOD3QvDjhsbRugxknG8n2OuEwNS/oSQEdoAMHPTv33DyEKoi/G0GATBeWpD9gx3AlyOwNTI56M8IqBEo4fdkYIehNM6RoVDiNSQQPQEj+46FBv+tIigThQ8w3tGRlcF7PEpLsdiBxSz8RoxvNRX22dxxxx3Kf4TT4hrIhCMIryUBEjAnQCdtzohXuIcA7d09urRqJLQZq0izHxJwBgEGMs7QA6UggZAI0EmHhIkXuYQA7d0lirRwGLQZC2GzKxJwAAEGMg5QAkUggVAJ0EmHSorXuYEA7d0NWrR2DLQZa3mzNxKwmwADGbs1wP5JIAwCdNJhwOKl2hOgvWuvQssHQJuxHDk7JAFbCTCQsRU/OyeB8AjQSYfHi1frTYD2rrf+7JCeNmMHdfZJAvYRYCBjH3v2TAJhE6CTDhsZb9CYAO1dY+XZJDptxibw7JYEbCLAQMYm8OyWBCIhQCcdCTXeoysB2ruumrNPbtqMfezZMwnYQYCBjB3U2ScJREiATjpCcLxNSwK0dy3VZqvQtBlb8bNzErCcAAMZy5GzQxKInACddOTseKd+BGjv+unMbolpM3ZrgP2TgLUEGMhYy5u9kUBUBOiko8LHmzUjQHvXTGEOEJc24wAlUAQSsJAAAxkLYbMrEoiWAJ10tAR5v04EaO86acsZstJmnKEHSkECVhFgIGMVafZDAjEgQCcdA4h8hDYEaO/aqMoxgtJmHKMKCkIClhBgIGMJZnZCArEhQCcdG458ih4EaO966MlJUtJmnKQNykIC8ScQVSATf/HYAwmQAAmQAAmQAAmQAAmQAAkEJpCYmBjwgwxJSUnJCQkJAT/kqgfNiQSsJ8DvnfXM2aN9BGjv9rHXtWfajK6ao9wkEBmBqDIywSKgyEThXSRAAmYE6KTNCPFzNxGgvbtJm9aMhTZjDWf2QgJOIcBAximaoBwkEAIBOukQIPES1xCgvbtGlZYNhDZjGWp2RAKOIMBAxhFqoBAkEBoBOunQOPEqdxCgvbtDj1aOgjZjJW32RQL2E2AgY78OKAEJhEyATjpkVLzQBQRo7y5QosVDoM1YDJzdkYDNBBjI2KwAdk8C4RCgkw6HFq/VnQDtXXcNWi8/bcZ65uyRBOwkwEDGTvrsmwTCJEAnHSYwXq41Adq71uqzRXjajC3Y2SkJ2EaAgYxt6NkxCYRPgE46fGa8Q18CtHd9dWeX5LQZu8izXxKwhwADGXu4s1cSiIgAnXRE2HiTpgRo75oqzkaxaTM2wmfXJGADAQYyNkBnlyQQKQE66UjJ8T4dCdDeddSavTLTZuzlz95JwGoCDGSsJs7+SCAKAnTSUcDjrdoRoL1rpzLbBabN2K4CCkAClhJgIGMpbnZGAtERoJOOjh/v1osA7V0vfTlBWtqME7RAGUjAOgIMZKxjzZ5IIGoCdNJRI+QDNCJAe9dIWQ4RlTbjEEVQDBKwiEBcA5kdO3bI9OnTAw6lYcOGkjdvXlm4cKGMHDlS/b9vGz9+vPprt27d1J/Xr1+X5cuXy7p166RHjx5StmzZlMtnzZolX3zxRar7b731Vpk0aZJFGNkNCVhDgE7aGs5e7iXc+fTXX3+VJUuWCP7MnDmzlClTRpo1aya5c+dWGOEHPvroIzlx4oTccsstUq1aNXn22WclQ4YMpphp76aIHHPB0aNH5b333lN2AD3Xrl1b/ReoXbhwQRYvXiy7d++WpKQkueuuu6RJkyZSvHhxdXlycrJ88MEHsnnzZrly5Yrcc8890qZNGylQoIDpeGkzpoh4AQnElMA333wjb7/9dpp3c99OMP8vWrRI9u/fL5kyZZJy5copP5ErV66Uy7Zu3SoLFiyQJ554QvmIUFvcA5k5c+bI0KFD08gD4XPmzCmjR49WA+nYsWPKNTt37pSZM2fKiBEj1MR16dIlGTVqlCQmJsqWLVuke/fuqQKZyZMnS8GCBVNNmgkJCZInT55QOfA6EtCCAJ20FmrSWshw5tMbN25I165dpVatWlK/fn25evWqmrsx/+LfDxw4oOb41q1bS+nSpeX3339Xi1vPPPOMPP7446acaO+miBxxAYKN3r17y0MPPSQ1atSQI0eOqBeS119/XYoWLZpGxrFjx6p/a9q0qWTJkkU+/PBD+fHHHwW2lzFjRrVguWnTJnnppZdUQLxy5UoVJOPvZo02Y0aIn5NA7Ajgu9+vXz+5ePGidOnSJdW7udELFib69u0rd955pzRq1EgtTsyePVuKFCkiHTp0UJfBbyDYwWcVK1Z0XiADAYO148ePS//+/aVz585Svnx5NYg+ffpInTp1UgKT06dPy8GDB6VKlSrKIfoHMgh4HnjggZAcY+zUxyeRgPUE6KStZ+61HsOZT0+dOqXm4zFjxqjFJDQsNq1atUomTpwohw8flj///FOqVq2agnHatGmSLVs2tcJu1mjvZoSc8flnn30m27ZtU748lLZhwwb1smJkWI4dO6ZedCZMmKCqMxAAIWjBqm24jTYTLjFeTwKRE8CCxc2bN2XXrl3Srl27gIHM+fPnZf78+dKqVSuVrUVD9gULFPATaGvXrlXv8KjGKlGihF6BDAawevVqNajhw4er8jGkngYOHKhWZvxboEAGkyciPURzAIb0NFZ6brvttsi1wztJwIEE6KQdqBSXiRTOfIqVtgEDBqhFKGRZjIwM5t6WLVumIoNrsSA1ZcoUefHFF6Vy5cqm5GjvpogcccGMGTMke/bsalX2hx9+EJR2N2jQQKpXr24qHyouVqxYobJ3Q4YMkZMnT0rPnj3l5ZdfVgExnolyRbwEGeWK6T2UNmOKnBeQQEwIoIwUgQi2h2AhIlggE6gzlBtjroD/8G1YFNMykEF5AgIXpJkQ1WFgxYoVCwg6UCCDyS9Hjhzy1FNPqfQzJj+s8GBlEWlrNhJwCwE6abdo0rnjCHc+RcYFzufMmTNqUCVLllR7G5F1Mdrnn38u8+bNU/MxFplQihZKo72HQsn+a1D6/dtvv6ksCvavfvfdd6pUBH7d2PcSSMo33nhD2U2pUqVUeTnKwfft26fKEe+//34V8GK195133lGBEjI1Zo02Y0aIn5NA9ATwvYSvwD44ZNxRShxqIIPSU7yfoxILixSOD2RQDx1oUycmLd8VuUOHDqm9NCgpw6a/YC1QION/7d9//60AvfLKK1KpUqXoNcYnkIBDCNBJO0QRHhIjvfn02rVrqpwIZb9PPvmkKg1GCQE2cPu+dF6+fFlQhgb7XbZsmdrkiU3/Zo32bkbIGZ+jmgJByGuvvZYi0Lhx49TiZHr+HKXlZ8+eVXtiYB9YxERmBnto8MzChQur5yGTN2zYMBXQ+AbIgUZPm3GGTVAKdxNYv369yqjg8C20UAOZn3/+WVBejAWtQD7AkRkZbOgZNGhQGo3mz59frbD4NgQpnTp1Sjf4CCWQwTMBt27duvLII4+425o4Ok8RoJP2lLodM9hg8yky6Fh5912wMvY7YON2oANXPvnkE1VKjHIEs0Z7NyPkjM+ha9S+++57evfdd1VAixIxs4aqDCxu4v7bb79dvTNgv0y+fPnUrcjaIHvjuxcr2DNpM2a0+TkJREcAiw+DBw9Wm/yNvZGhBDJfffWVOqkYG/yD7X9zZCCDU8vS2+wfbSCDFUAc/YnVQGPjIFb/kJHBCQqo3WYjAbcQoJN2iyadOY5w51MEMtgfgZVyI/OOY3iRpcFemE8//VStuLdt2zZlwNjUiQMBUFpg1mjvZoSc8TlOHcMRrMiaGA36vffee9Ns2sXRy6i+gH9GxgYN+6dQQYFABocAIKhBAGRUbWAVFy84OBocR7em12gzzrAJSuFeAhs3blRHKftmR/HenTVrVrUvrkWLFmkG//3338vcuXPV4TCBTjI0bnBtIAPnCkhoqL1GNIc6bEDDEc5vvvmm2iPTvHlzdUDA0qVL1R4ZTKo4BpSNBNxCgE7aLZp07jjM5lP89gfKf/BbYNiIjWN3ce5/vXr1BKVm+C0RbNjGqvqePXvUyjo2/leoUEGdYIaXUdRUN27c2BQC7d0UkSMuQMYEdoAqiIcffljtkcFpRigPu+OOO9TvxRg2A4Hhm+Gr4bNRmYEyFZx6hr02yOLhXhzH/Oqrryo/j8VQHOiDGnyzRpsxI8TPSSA6AjjUBYd0+Db4jRdeeEFlWvBejpMJ8SfKx/AO36tXL7WPHQsVvg2nFGK/DQ7qQkN2/+6771ZzSag/o2LJ78hEm5FB/Sx+PMu/1axZU63gYBJFugqrNlgVxCoQarBRvsZGAm4iQCftJm06cyxm8+maNWtURgUrZ2iwSSweYbM3Vssx/6L+2Zh/v/zyS/n4449TfhAT+2kQBOFgFrNGezcj5JzPsUkffhjBKsrD8HsR9913nxLQ32bOnTunKin27t2rfuwaK7QIbLFAiYZ/g8/fvn27Cnjw8gOfbrY/xrBH/OYcGwmQgHUE/EvLsEcOpaF4R8deGuOYZX+Jpk6dqrL2OBjEv6FszfAz6Y0kroGMdQjZEwl4gwBf7LyhZ47y/ydAe6clhEuANhMuMV5PAnoTYCCjt/4ovccI0El7TOEeHy7t3eMGEMHwaTMRQOMtJKAxAQYyGiuPonuPAJ2093Tu5RHT3r2s/cjGTpuJjBvvIgFdCTCQ0VVzlNuTBOikPal2zw6a9u5Z1Uc8cNpMxOh4IwloSYCBjJZqo9BeJUAn7VXNe3PctHdv6j2aUdNmoqHHe0lAPwIMZPTTGSX2MAE6aQ8r34NDp717UOlRDpk2EyVA3k4CmhFgIKOZwiiutwnQSXtb/14bPe3daxqPfry0megZ8gkkoBMBBjI6aYuyep4AnbTnTcBTAGjvnlJ3TAZLm4kJRj6EBLQhwEBGG1VRUBLg72rQBrxFgC+l3tJ3LEZLm4kFRT6DBPQhwEBGH11RUhLgDwTSBjxFgC+lnlJ3TAZLm4kJRj6EBLQhwEBGG1VRUBJgRoY24C0CfCn1lr5jMVraTCwo8hkkoA8BBjL66IqSkgAzMrQBTxHgS6mn1B2TwdJmYoKRDyEBbQgwkNFGVRSUBJiRoQ14iwBfSr2l71iMljYTC4p8BgnoQyCqQEafYVJSEiABEiABEiABEiABEiABtxFITEwMOKQMSUlJyQkJCQE/5KqH28yA49GBAL93OmiJMsaKAO09ViS98xzajHd0zZGSAAhElZEJFgERLQmQQHwI0EnHhyuf6kwCtHdn6sXJUtFmnKwdykYCsSfAQCb2TPlEEogbATrpuKHlgx1IgPbuQKU4XCTajMMVRPFIIMYEGMjEGCgfRwLxJEAnHU+6fLbTCNDenaYR58tDm3G+jighCcSSAAOZWNLks0ggzgTopOMMmI93FAHau6PUoYUwtBkt1EQhSSBmBBjIxAwlH0QC8SdAJx1/xuzBOQRo787RhS6S0GZ00RTlJIHYEGAgExuOfAoJWEKATtoSzOzEIQRo7w5RhEZi0GY0UhZFJYEYEGAgEwOIfAQJWEWATtoq0uzHCQRo707Qgl4y0Gb00helJYFoCTCQiZYg7ycBCwnQSVsIm13ZToD2brsKtBOANqOdyigwCURFgIFMVPh4MwlYS4BO2lre7M1eArR3e/nr2DttRketUWYSiJwAA5nI2fFOErCcAJ205cjZoY0EaO82wte0a9qMpoqj2CQQIQEGMhGC420kYAcBOmk7qLNPuwjQ3u0ir2+/tBl9dUfJSSASAgxkIqHGe0jAJgJ00jaBZ7e2EKC924Jd605pM1qrj8KTQNgE4hrI7NixQ6ZPnx5QqIYNG0revHll4cKFMnLkSPX/vm38+PHqr926dVN/Xr9+XZYvXy7r1q2THj16SNmyZVNdv3PnTlm2bJmcPn1a7rjjDmnatGmaa8KmwxtIwGEE6KQdphCXi/PNN9/I22+/HXDONYb++++/y6JFi+TQoUOSOXNmeeihh+TZZ5+VDBkypNDZunWrLFiwQJ544gn1WaiN9h4qKedcd+rUKenbt6/Url07qK4vXryobGbPnj3Kt991113SpEkTKV68uBrIr7/+KkuWLFF/wqbKlCkjzZo1k9y5c5sOlDZjiogXkEDUBGbNmiVffPFFqufceuutMmnSpIDPPnHihPrO79+/XzJlyiTlypVT3+lcuXLJ0qVL5ZNPPklzX+HChWX48OGmssY9kJkzZ44MHTo0jSAQPmfOnDJ69Gg1kI4dO6Zcg6Bk5syZMmLECClQoIBcunRJRo0aJYmJibJlyxbp3r17qiDl8OHDMmbMGGnVqpWUKFFCtm/fLl999ZW8+eabChgbCbiFAJ20WzTp/HFcuXJF+vXrJ3jp7NKlS8CFoatXr0qfPn3UZw0aNJCzZ8/KjBkz5PHHH1cvsmiYy+HE8LyKFSsykHG+6qOSEC8yeFl57LHHgup6ypQpKoB5+eWXJWvWrLJmzRrZuHGjTJ48WQXAXbt2lVq1akn9+vUFNgYbSkhIUP9u1jhHmhHi5yQQPQF8VwsWLJgyz+OJ+I7myZMnzcOTk5PV4sadd94pjRo1Ur5g9uzZUqRIEenQoYP8/fff6j/fhoWv/Pnzq2DHrFkSyGASCtaOHz8u/fv3l86dO0v58uXVAOEY69SpkwIIWZaDBw9KlSpVpHXr1mkCGWR9brvtNnnuuefMxsvPSUBrAnTSWqtPK+HhSG7evCm7du2Sdu3aBQxk9u3bJ2PHjpV33nlHrZyjIfvy8ccfq8UntLVr16rABll2LDQxI6OVGYQlLBYhV61apV5Q8JITTNeotEDgW7NmTfV8BLo9e/ZUC5IZM2ZUPh7/j2egYQETz504caKpPJwjTRHxAhKImgASDQ888ICa283a+fPnZf78+SrZcMstt6T4iZUrVwb8Tv/yyy+qEgA+JHv27GaPF9sDGUi4evVq5fyQQkL5GFZzBg4cqCY0/xYokHn99ddV0PP111/L0aNHBemoli1bpqSpTSnwAhLQhACdtCaK0lxMlPTgpRFlv1hJCxbIoDQIK3NYrDJKyX766Sf1Eop/y5IlSwoJ/BsDGc0NIx3xsQgJW3nllVdk06ZNqpoiWCDz/vvvy7Fjx9RqbI4cOVRG5ttvv5UhQ4YoOxowYIBa2HzmmWdSMjJYrIRfN2ucI80I8XMSiJ4AEhDIsGARAoEKykKxpQPf01DaRx99JD/88IP6rvs2ZG8GDx4sjz76aMpCh9nzHBHI3LhxQwUuWMXB6h8GVqxYsYCy+wcyGDT+DUDbt2+vIGLlBvtz4DizZctmxoCfk4A2BOiktVGVtoIiC4MXSiwOVa1aVZXzBAtkUPaL1fN69erJk08+KRcuXBDUTiPAQSDku/eRgYy2JhGS4Njveu3aNeWPUV6YXiCDsjJk6JDRQ4OdIEuDdwC0P//8U/nvM2fOqL+XLFlSfR6KP+ccGZK6eBEJREUAPgKLEE899ZTKxuO9G4sTyNT4LmAF6uTIkSPqOlRiYf+bbzP2u2MRLVAyI9Dz4h7IoOzLd9OnIQT2xFSuXDlFJmwUxV4alJRh01+w5h/IIAhq27attGjRQkVwaElJSWrPDVaG7r///qiUxZtJwEkE6KSdpA13yrJ+/Xq1UoZDVdDSC2TwOa6dO3eu/PXXX2rfIzb04+AV7IPw3ZzNQMad9oJRGRk8vJzABswCGZQiXr58Wdq0aaNehmBzn376qcoAos4eq70oJUdwjEwPylLg11F9YdY4R5oR4uckEHsC2OOCwATv3ZUqVQrawc8//yzTpk1T2Ztq1aqluW7YsGHqux9KyZpxc9wDGWzoGTRoUBphsYnHv/YNQUqnTp3ShRCotAzpaaScfaGg3haToFGDG3u18YkkYD0BOmnrmXupR2zWR1ofm/yN/QlmgYzBB9kZvJTu3r1bBTEoLfNdUWMg405LQlUEDtapW7euegFBSy+QQQDz6quvKju7++67U6DA9zdv3lyt7sJ2fBdBsdKLsjWUMQbaTOxLlnOkO+2Mo3I+ASx+YR545JFHAgqLQ7iQucU7O04t82/YD48MP/yHsZcmlFHHPZDBqWXpbfb3FTLSQAYnn2FfDCZBNKS3kZHB6o1/2ioUKLyGBJxKgE7aqZpxh1w4OQpHZPqW8ODFEydLVa9eXWW+fRtWyXFEM04jM+7B6jlePHv37p3qWgYy7rAR/1Hg+G0EvsjEGA0njaESo1ChQqpM0bcZgQwWOI3jlvE5fPaLL76oThpFIISsjVHNgb2vyNL4Z/kCEeUc6U4746icQwBZUhyPjmQBSkjR8L1GRgYnXGJ/m3/7/vvvVeYegUrRokUDDmbz5s2C//znDLORaxHIABogoaFOFtEcambhXDF5oqYOEx/2yOCI5g8++EDV3hppajMI/JwEdCFAJ62LpvSUEy+gyKz4Nqy2v/DCC2oFDfMtMi4HDhwQ/FdqC5YAACAASURBVBYYGgKW0qVLq43ZOF0SK+lYXa9QoYKg9BcbQdHw71iBx4pdsGM6/anR3p1vR746NqQ1jk7Fiw4yKP42gxI0ZO9QFo4AGAE0/DYWJZHFg02hRBF7r7Aw+d5778nJkycDVnfQZpxvI5TQfQTgF/AdRgIB31n8FgwWsFAahvl9w4YNyl+gUgrv8L169VL7abDo5duwP85YsJg3b576vuNY9nCaFoEMfgRz8eLFacaFsjHU2KKhvhY/qAMnjJNxUGqGH8ZkIwE3EeCLnZu0qcdY/EvLcMIUjsNFhgUNGzex0oZVc7y04ljdGjVqpHyGg1z8G8rWjPvTo0B718NG/KX0Ly3zt5lz586pFd29e/eq35PBCi1+X6JUqVLqUdA7Xox+++03laG59957VU09StLNGm3GjBA/J4HoCeAgDpSJYc8LAhF8R/GbL8Z3dNy4cZIvXz71jo59lMGOTp86dWpKGRmuMX7QPhwJ4xrIhCMIryUBEjAnQCdtzohXuIcA7d09urRqJLQZq0izHxJwBgEGMs7QA6UggZAI0EmHhIkXuYQA7d0lirRwGLQZC2GzKxJwAAEGMg5QAkUggVAJ0EmHSorXuYEA7d0NWrR2DLQZa3mzNxKwmwADGbs1wP5JIAwCdNJhwOKl2hOgvWuvQssHQJuxHDk7JAFbCTCQsRU/OyeB8AjQSYfHi1frTYD2rrf+7JCeNmMHdfZJAvYRYCBjH3v2TAJhE6CTDhsZb9CYAO1dY+XZJDptxibw7JYEbCLAQMYm8OyWBCIhQCcdCTXeoysB2ruumrNPbtqMfezZMwnYQYCBjB3U2ScJREiATjpCcLxNSwK0dy3VZqvQtBlb8bNzErCcAAMZy5GzQxKInACddOTseKd+BGjv+unMbolpM3ZrgP2TgLUEGMhYy5u9kUBUBOiko8LHmzUjQHvXTGEOEJc24wAlUAQSsJAAAxkLYbMrEoiWAJ10tAR5v04EaO86acsZstJmnKEHSkECVhFgIGMVafZDAjEgQCcdA4h8hDYEaO/aqMoxgtJmHKMKCkIClhBgIGMJZnZCArEhQCcdG458ih4EaO966MlJUtJmnKQNykIC8ScQVSATf/HYAwmQAAmQAAmQAAmQAAmQAAkEJpCYmBjwgwxJSUnJCQkJAT/kqgfNiQSsJ8DvnfXM2aN9BGjv9rHXtWfajK6ao9wkEBmBqDIywSKgyEThXSRAAmYE6KTNCPFzNxGgvbtJm9aMhTZjDWf2QgJOIcBAximaoBwkEAIBOukQIPES1xCgvbtGlZYNhDZjGWp2RAKOIMBAxhFqoBAkEBoBOunQOPEqdxCgvbtDj1aOgjZjJW32RQL2E2AgY78OKAEJhEyATjpkVLzQBQRo7y5QosVDoM1YDJzdkYDNBBjI2KwAdk8C4RCgkw6HFq/VnQDtXXcNWi8/bcZ65uyRBOwkwEDGTvrsmwTCJEAnHSYwXq41Adq71uqzRXjajC3Y2SkJ2EaAgYxt6NkxCYRPgE46fGa8Q18CtHd9dWeX5LQZu8izXxKwhwADGXu4s1cSiIgAnXRE2HiTpgRo75oqzkaxaTM2wmfXJGADAQYyNkBnlyQQKQE66UjJ8T4dCdDeddSavTLTZuzlz95JwGoCDGSsJs7+SCAKAnTSUcDjrdoRoL1rpzLbBabN2K4CCkAClhJgIGMpbnZGAtERoJOOjh/v1osA7V0vfTlBWtqME7RAGUjAOgIMZKxjzZ5IIGoCdNJRI+QDNCJAe9dIWQ4RlTbjEEVQDBKwiEBcA5kdO3bI9OnTAw6lYcOGkjdvXlm4cKGMHDlS/b9vGz9+vPprt27d1J/Xr1+X5cuXy7p166RHjx5StmzZlH9v165dwD46duwoDzzwgEUo2Q0JxJ8AnXT8GbOH/0fgm2++kbfffjvVnOvP54033pAzZ86k+ueqVatK+/bt1b/99NNPsmzZMvn9998lV65cUqNGDXn66aclQ4YMpqhp76aIHHfBqVOnpG/fvlK7dm159tlnA8p37do1+fe//y07d+6Uq1evyt133y0vvPCCFCtWTF3/66+/ypIlS+Tw4cOSOXNm5e+bNWsmuXPnNh0vbcYUES8ggagJXLhwQRYvXiy7d++WpKQkueuuu6RJkyZSvHjxgM8+ceKELFq0SPbv3y+ZMmWScuXKqe80fALad999J6tWrZI//vhDxQOYO6pUqRKSnHEPZObMmSNDhw5NIwyEz5kzp4wePVoNBEGH0TC5zZw5U0aMGCEFChSQS5cuyahRoyQxMVG2bNki3bt3TwlkcI+/EwWwyZMny/DhwyVfvnwhgeBFJKADATppHbTkDhmvXLki/fr1k4sXL0qXLl1Szbm+I+zQoYO0bdtWSpQokfLPWbNmVfM75mI846mnnpJq1arJ0aNH1eIWHF6tWrVMQdHeTRE57oJJkyapl5XHHnssaCAzb948+eWXX5Td3HLLLbJixQo5cOCAjBs3ThDkYAETAS+eAf8/d+5cyZ8/v3Tq1Ml0vLQZU0S8gASiJjB27Fj1jKZNm0qWLFnkww8/lB9//FG9e2fMmDHV85OTk9Xixp133imNGjUS+JbZs2dLkSJFBP7jt99+kzfffFMFNhUrVlTzx7vvvqvuCRYY+XZgSSCDoCRYO378uPTv3186d+4s5cuXVwPs06eP1KlTR63ooJ0+fVoOHjyoorPWrVunCWT8nz1mzBgV7dWrVy9qZfEBJOAkAnTSTtKGu2VZsGCB3Lx5U3bt2iXIehtZcN9Rw0FhTsZiVdGiRdMA2bdvn2zfvl1atWqV8tmsWbPUc42MTXoUae962RgWIbGqiheUggULBg1k3nvvPVUtUaZMGTXAkydPqqwffDdeimAzTzzxRMoL0aZNm2Tt2rXqc7NGmzEjxM9JIHoCGzZsUEEHkg1ox44dU4HHhAkT0iQQzp8/L/Pnz1d+AAsXaFu3bpWVK1fKxIkT1Zzx888/q/uNBj+BbKyv7wgmte2BDARbvXq1GhQyKCgfQzQ2cODANFEdrjULZJCeQvoKGZyEhITotcUnkICDCNBJO0gZLhYFpT1wMCj7hXMJFshgtRzZ9EceeUT27t0rCGwqVKigVt2QlQnU8DKK7Ppzzz1nSpD2borIMRdgERK28sorrwgCD7zgBCst8xca2RnYxdSpUyV79uypPkaQM2PGDFV+1rx5c9Px0mZMEfECEogpAfgBI6s6ZMiQkMqGP/roI/nhhx9kwIAB6r0fPgfVVkbD8+BTEAuYNUcEMjdu3FDCYhUHq38YmFEr6z+A9AIZOFHcW7duXalevbrZ2Pk5CWhHgE5aO5VpJzCyJXBGyIhjr0vXrl2DBjIo68W1//jHP6RmzZqqDO39999X9dKvvvpqmrGjNBhOCxmcPHnymLKhvZsicswF2O+KsjD4aAQeoQYyly9fVouYyNBg75TR/vzzT1WWiPcDlCG++OKLIb0g0WYcYxIUxAMEjD2SpUqVUotaoczrR44cUVtHUImFrCz2UWJfPEpK8XeUmmFRAyVq0WZhMyQlJSUHy2qEMlkYm/0DberEgCtXrpyi5kOHDinnhpIy1E8Ha+kFMnv27FF7a7CSyGyMB75BHhxiKN87D2LhkGNIYP369WqlDKU+aOkFMoG6xTyMvQ7Tpk2THDlypFyC0qD//Oc/atUtUBlaoGfR3mOo2Dg+ysjg4eUEe6NCDWQQCOMF5t5775UWLVqkClSwgRil5/gPq7P33HOPCpLMGm3GjBA/J4HYEcD38+zZs+ogLhz0gWQCykODNZSQwTdgbw32TRoNlVn4DwmJQoUKqTkBvgRVAWYt7hkZbOgZNGhQGjmwcc8/hYxJCpv5KlWqFFEgg4MFABATIhsJuJEAnbQbteqcMcEhDR48WK2EY49DJIEMXk6xSoeXWmzuREOWBqtu+Pfbbrst5AHT3kNGZduFePHARl1UQhinDIUSyODgBwS82ND/5JNPpis/7ACZvylTppieXEabsc0U2LGHCSBzigRFmzZt5MEHHwxI4quvvlInFWODP/ax+zfMJcjQYjFk6dKlqtysZ8+eplTjHsgguEhvs7+vhNEGMjhZBxuDsAGJjQTcSIBO2o1adc6YNm7cqPYYZsuWLUUoOBbsd0G5rv8iEUoEPvvss1Sr6TiOExs+8TKLhSU4JKzCIcPjm6EJZdS091Ao2XsNjtVG4IuXD6PhSGVUYmBlFQGIf8PKLSownn/++VSrsrgO2UAc143PjWoOvNAgwEa5ibFZONioaTP22gN7dz8BHL2M7yfeubElBA1BCPbHBQtkvv/+e3X6YKCMPA4DwN543wAI++2wMNKgQQNToFoEMthECGeKhho6RHMlS5ZUztWYPM+dO6dKIFBPZ6wkmo6eF5CAZgTopDVTmGbi4gUUGzd9G1bb8RsfWEHDfItABUfl4rfA4IB69eql9jDglClkdJCFx/wMhwZ7RWkArvE9Ch+lv6HUUtPenW9AWImFHfg2nHiHqgtkWqBnX5vBdSj/RlCLQyF8G36KAf6+d+/e8s9//lOVmsMmjf030W78dT5NSkgCehAYNmyY2sOCAzhQXYWS5G3btqmDtvCdx6lm8BcoH8N3Gj4Ax/D7JxrwmzHI4iPzgkTE/fffL59++qm6H74jWj8Rkz0yscjIoPYOP7zj37C5FM4SzVixwW8U+Jes6WEWlJIEzAnwxc6cEa+ILQH/PTJr1qxRv+dlbMLEiVPIuiA7gxdRbNrGaVXIxuBHDbE3xr8VLlxYbfA2a7R3M0LO/Ny/tMzXZhCYBDt62/gRa+jdKC3Bj+eVLl1a1dSH8rtwtBln2gSlchcBJA8wv+NkMfxgPfY9Nm7cWC1ioaFsFN9XvKMjy4rFi0DNyLJiTz32wiGowbMQIPn+Nll69OKakXGX2jgaErCfAJ20/TqgBNYRoL1bx9otPdFm3KJJjoMEQiPAQCY0TryKBBxBgE7aEWqgEBYRoL1bBNpF3dBmXKRMDoUEQiDAQCYESLyEBJxCgE7aKZqgHFYQoL1bQdldfdBm3KVPjoYEzAgwkDEjxM9JwEEE6KQdpAyKEncCtPe4I3ZdB7QZ16mUAyKBdAkwkKGBkIBGBOikNVIWRY2aAO09aoSeewBtxnMq54A9ToCBjMcNgMPXiwCdtF76orTREaC9R8fPi3fTZryodY7ZywQYyHhZ+xy7dgTopLVTGQWOggDtPQp4Hr2VNuNRxXPYniXAQMazqufAdSRAJ62j1ihzpARo75GS8+59tBnv6p4j9yYBBjLe1DtHrSkBOmlNFUexIyJAe48Im6dvos14Wv0cvAcJMJDxoNI5ZH0J0EnrqztKHj4B2nv4zLx+B23G6xbA8XuNAAMZr2mc49WaAJ201uqj8GESoL2HCYyXC22GRkAC3iLAQMZb+uZoNSdAJ625Ail+WARo72Hh4sUiDGRoBSTgMQIMZDymcA5XbwJ8sdNbf5Q+PAK09/B48WoGMrQBEvAagagCGa/B4nhJgARIgARIgARIgARIgAScQyAxMTGgMBmSkpKSExISAn7IlTLnKJCSeIcAv3fe0TVHytV12kD4BDhHhs+Md5CAzgSiysgEi4B0BkLZScDJBOiknawdyhZrArT3WBN1//NoM+7XMUdIAr4EGMjQHkhAIwJ00hopi6JGTYD2HjVCzz2ANuM5lXPAHifAQMbjBsDh60WATlovfVHa6AjQ3qPj58W7aTNe1DrH7GUCDGS8rH2OXTsCdNLaqYwCR0GA9h4FPI/eSpvxqOI5bM8SYCDjWdVz4DoSoJPWUWuUOVICtPdIyXn3PtqMd3XPkXuTAAMZb+qdo9aUAJ20poqj2BERoL1HhM3TN9FmPK1+Dt6DBBjIeFDpHLK+BOik9dUdJQ+fAO09fGZev4M243UL4Pi9RoCBjNc0zvFqTYBOWmv1UfgwCdDewwTGy4U2QyMgAW8RYCDjLX1ztJoToJPWXIEUPywCtPewcPFi4Y+o0ghIwGsEGMh4TeMcr9YE+GKntfoofJgEaO9hAuPlzMjQBkjAYwQYyHhM4Ryu3gT4Yqe3/ih9eARo7+Hx4tXMyNAGSMBrBBjIeE3jHK/WBPhip7X6KHyYBGjvYQLj5czI0AZIwGME4hrI7NixQ6ZPnx4QacOGDSVv3ryycOFCGTlypPp/3zZ+/Hj1127duqk/r1+/LsuXL5d169ZJjx49pGzZsimXX7x4URYtWiR79uxR1911113SpEkTKV68uMfUyeG6nQBf7NyuYfvHd+HCBVm8eLHs3r1bkpKSTOfTN954Q86cOZNK8KpVq0r79u3Vv3333XeyatUq+eOPP9Q8/+yzz0qVKlVCGijtPSRMWlx07tw5mTVrluzdu1fmzJkjCQkJQeX+9ddfZcmSJYI/M2fOLGXKlJFmzZpJ7ty5TcdKmzFFxAtIIO4EkpOT5YMPPpDNmzfLlStX5J577pE2bdpIgQIFAvb9008/ybJly+T333+XXLlySY0aNeTpp5+WDBkymMoa90AGE9bQoUPTCAJBc+bMKaNHj1ZCd+zYMeWanTt3ysyZM2XEiBFq0JcuXZJRo0ZJYmKibNmyRbp3754qkJkyZYoKYF5++WXJmjWrrFmzRjZu3CiTJ0+WTJkymULgBSSgCwE6aV00pa+cY8eOVcI3bdpUsmTJIh9++KH8+OOPaj7NmDFjmoF16NBB2rZtKyVKlEj5DPMw5vfffvtN3nzzTfUSWrFiRdm/f7+8++670rdv35AWmmjv+tqRr+TQI/x0+fLlZevWrekGMjdu3JCuXbtKrVq1pH79+nL16lX1PoDAB/9u1mgzZoT4OQnEnwCSDps2bZKXXnpJLUCsXLlSLUrg7/7txIkT0q9fP3nqqaekWrVqcvToUZUEQUIC84BZsySQwSQUrB0/flz69+8vnTt3VpMcIrc+ffpInTp1pHbt2uq206dPy8GDB9UqXuvWrdMEMsjaNGjQQGrWrKmuB5SePXvKmDFjpGDBgmYM+DkJaEOATlobVWkr6IYNG1TQYaycHTt2TAUeEyZMkHz58qUaF1bdMCdjsapo0aJpxoxMzM8//6zuNxpW5eHQWrVqZcqI9m6KSIsLUC2Blxn4dyxQppeROXXqlPLxvv4bC5iwpYkTJ5qOlzZjiogXkEBcCcAvvP766ypoKVeunGlf+/btk+3bt6fyCfATN2/eTMnsp/cQ2wMZCLd69Wq1SjN8+HBVPoZVu4EDBwZc/QsUyLz//vsCZ4uVwRw5cqiMzLfffitDhgwJ+AxTqryABBxKgE7aoYpxqVjIhq9YsUIOHDig5lP/ND8+Rzb9kUceUSVDcGAVKlSQRo0aqew45nOUB+HF1Gh4Hq7FHG/WaO9mhPT6/JdffjENZGBDAwYMUAubzzzzTEpG5rbbbpOWLVuaDpg2Y4qIF5BAXAkYyQRUSWEBAts/UB6KxatQykMhHBYyUIX13HPPmcrqiEAGqWQ4tSJFisiuXbvUJFasWLGAwgcKZFBWhj01iOrQUIeNLA2ex0YCbiJAJ+0mbTp7LMbel1KlSqlgJU+ePGkExt4YBDj/+Mc/VEYcDgsLS9in+OqrrwrqnjE3Yz6GI0Op2dSpU9UCExyVWaO9mxHS6/NQAhmM6M8//1T2Yey9KlmypLKhbNmymQ6YNmOKiBeQQFwJ4F0c20buv/9+efHFF1Vm5Z133pHs2bOrTI1ZQwYWi2DI9AfyO/73xz2QQZ1boM06cIyVK1dOkefQoUNKaJSUoS4uWAsUyADQ5cuX1UYiZGTWr18vn376qTpEAODYSMAtBOik3aJJ548DZb9nz55VB6yg3AcLTNgzY9ZQRjRu3DiZNm2amo+Rccd/WGkvVKiQ3HvvvepgFszPZo32bkZIr89DCWSuXbumys1RSv7kk0+qcrT58+ergydCeQmizehlE5TWfQSQccdeS1RZFS5cWA0Q20OGDRumApr0FiTWrl0r//nPf1QWP1C5ciBacQ9kZs+eLYMGDUrTd/78+dMEGQhSOnXqJJUqVQo5kEEAg5W/wYMHy913351yH57TvHnzkE/HcZ8pcURuJEAn7UatOntMyJhj4QkLRQ8++KCpsFhFRzYHeyHuvPNOdT2CGMzVOABg6dKlqtwM+xjNGu3djJBen4cSyKAqA/tqfRdBjX1aOHDCbIWWNqOXTVBa9xFA5h3v/b77Kg2/kN7edWTzkcWH/0Apaagt7oEMNvWlt9nfV9BoAhlA8z1uGY4XKa1QHG+osHgdCdhNgE7abg24u38cvYzMeJcuXVJKcxGEvPLKKwEDmSNHjshnn30mLVq0SMm849hmOLAZM2bI33//rfY8+s7D2PiP1XYc0GLWaO9mhPT6PNRABraDlVujmgOnGCFLg5PPzGrsaTN62QSldR8BbPfAOzj2yBiVVzj0BUEMNvEHOk0YC1y4Bj+vgkx+OE2LQAapZazmoaFOFpv6UTNrHPGJlT8MHEeAImWFo5dxfjVq9MxWb8KBxWtJwG4CdNJ2a8D9/SP9jz0syGijNBelutu2bVNH4GM+RaCCzf/4LbDz589Lr1691BGZTzzxhCpFQxYe8zMyODhxEpkXbPJEvTRKfnEqGsrKQpmbae/usLe//vpLUDJ2+PBhtUcKpYewMfz0AsoVYRPI1uHoVeyz6t27t7KnevXqqfvee+89OXnyZMDqDn9CtBl32AxHoTeBBQsWqGP7UTGFd3UkNJChb9eunRoYsi/Vq1dXG/rxnYVPgC/xPRkTR65H6ycyJCUlJQf70apQJgv8IGYsMjKo0cYPtPk3bC6Fs8QPbeHHs1CXh0gQdXU4NQebVNlIwE0EQvneuWm8HIv1BALNp40bN1bBCRpOhcRmTGOzPlbZsZqG7AxeTB944AH1o5fGfhr4AZxUhtICzM0IkHx/cya9EdLerdd/PHpESRh+GNW/YcUWwQsCG7zAwJ+jQe+wKZSoYPUW+6rwu0YoSTdrtBkzQvycBOJPAO/ieG/HscpYtMCR/vg9MWN/DI5mxvcd33+8v2NvjH/D/hrsszFrcc3ImHXOz0mABMIjQCcdHi9erTcB2rve+rNDetqMHdTZJwnYR4CBjH3s2TMJhE2ATjpsZLxBYwK0d42VZ5PotBmbwLNbErCJAAMZm8CzWxKIhACddCTUeI+uBGjvumrOPrlpM/axZ88kYAcBBjJ2UGefJBAhATrpCMHxNi0J0N61VJutQtNmbMXPzknAcgIMZCxHzg5JIHICdNKRs+Od+hGgveunM7slps3YrQH2TwLWEmAgYy1v9kYCURGgk44KH2/WjADtXTOFOUBc2owDlEARSMBCAgxkLITNrkggWgJ00tES5P06EaC966QtZ8hKm3GGHigFCVhFgIGMVaTZDwnEgACddAwg8hHaEKC9a6MqxwhKm3GMKigICVhCgIGMJZjZCQnEhgCddGw48il6EKC966EnJ0lJm3GSNigLCcSfAAOZ+DNmDyQQMwJ00jFDyQdpQID2roGSHCYibcZhCqE4JBBnAgxk4gyYjyeBWBKgk44lTT7L6QRo707XkPPko804TyeUiATiSYCBTDzp8tkkEGMCdNIxBsrHOZoA7d3R6nGkcLQZR6qFQpFA3AgwkIkbWj6YBGJPgE469kz5ROcSoL07VzdOlYw241TNUC4SiA+BqAKZ+IjEp5IACZAACZAACZAACZAACZCAOYHExMSAF2VISkpKTkhICPghVz3MwfIKEog1AX7vYk2Uz3MyAdq7k7XjTNloM87UC6UigXgRiCojEywCipewfC4JeJ0AnbTXLcBb46e9e0vfsRgtbSYWFPkMEtCHAAMZfXRFSUlA6KRpBF4iQHv3krZjM1baTGw48ikkoAsBBjK6aIpykoAIAxlagacI8KXUU+qOyWBpMzHByIeQgDYEGMhooyoKSgIMZGgD3iLAl1Jv6TsWo6XNxIIin0EC+hBgIKOPrigpCTAjQxvwFAG+lHpK3TEZLG0mJhj5EBLQhgADGW1URUFJgBkZ2oC3CPCl1Fv6jsVoaTOxoMhnkIA+BBjI6KMrSkoCzMjQBjxFgC+lnlJ3TAZLm4kJRj6EBLQhwEBGG1VRUBJgRoY24C0CfCn1lr5jMVraTCwo8hkkoA8BBjL66IqSkgAzMrQBTxHgS6mn1B2TwdJmYoKRDyEBbQgwkNFGVRSUBJiRoQ14iwBfSr2l71iMljYTC4p8BgnoQ4CBjD66oqQkwIwMbcBTBPhS6il1x2SwtJmYYORDSEAbAgxktFEVBSUBZmRoA94iwJdSb+k7FqOlzcSCIp9BAvoQiGsgs2PHDpk+fXpAGg0bNpS8efPKwoULZeTIker/fdv48ePVX7t166b+vH79uixfvlzWrVsnPXr0kLJly6ZcfunSJVmyZIn8+OOP8vfff0uFChWkdevWkjNnzlTPxDMGDBgg9913nzRt2jTVZ4cOHZJhw4ZJ//79Zc2aNfLdd98F1WLfvn3l7NmzqcaWNWtWKVSokPzzn/+Uxx9/XBISEvSxAkqqDQE6aW1U5QpBv/nmG3n77bfTzLn+g8P8OWPGDMmTJ4/069cv5eOlS5fKJ598koZF4cKFZfjw4aaMaO+miLS54Ny5czJr1izZu3evzJkzJ2Qf+f7778vGjRtDvoc2o41JUFCXEti9e7cY7/D+Q5w6darccsstQUd+8+ZNGTx4sOCd2teXpIcq7oEMJqyhQ4emkSFXrlwq0Bg9erTg/zt27Jhyzc6dO2XmzJkyYsQIKVCggCBQGTVqlCQmJsqWLVuke/fuqQKZKVOmqMCiTZs2kjlzZlmwYIH6s0uXLmn63bdvn4wdO1aBKlq0qPrcAFeyZElp0aKFnD9/Xq5cuaI++/bbb1VgM2jQoJRn5cuXT3bt2qUmVsiFhkkazvzDDz+UIkWKKBkzZcrkUjPlsOwiQCdtF3nv9Ys5EI7k4sWLai71XTzypfHZZ5/J6tWrTapEaQAACOhJREFU1XyKudrX+WBhCf/5NszP+fPnl2bNmplCpb2bItLiAugRfrp8+fKydevWkIOSw4cPy7hx45RdhRr80Ga0MAkK6WICSBrAb/i27du3C5IbePfOkCFD0NGvXbs25T3aUYEMgpJg7fjx4yoL0rlzZzXJwXn26dNH6tSpI7Vr11a3nT59Wg4ePChVqlRRmRbfQObGjRvy8ssvq38rXbq0uv7UqVPq75MmTZJbb701Tdfvvvuu/P7776pfAEWWB/CQGcqWLVuq6zHpItuDVUnfBoVgYvUf24kTJ5Qjf+6551Lkd7G9cmgWE6CTthi4h7tDwIFFHizatGvXLmggg8WlihUryubNmwUrcek5n19++UXNpVgAyp49uyld2rspIi0u2LNnj+TOnVv5dyxQhhKUGAuMDzzwgKxYsSKkewCDNqOFSVBIDxHAQkTv3r2la9euUqJEiaAjP3PmjEoa1KpVS5B00CaQwYiwmoeAAaUGKB/bv3+/DBw4UDJmzJhmwP6BDCI/BDIY8D333KOuR3DTtm1bVZaG4Mi/ASqCpWeffVaVmQEwnlGpUqU014YbyOABc+fOTQmUPGSrHKoFBOikLYDMLuTXX3+ViRMnqsUdlNKmF8gYuD766KN0A5nk5GS1Gvfoo49KzZo1Q6JMew8JkzYXIZANNZDBAiMCY1RJ9OrVi4GMNlqmoCSQmsDixYvlwoUL0r59+3TRTJ48WQU6KD3btm2bXoEMAg8ELijJwuof9rEUK1Ys4ID9AxlchAAI5WmAhOBn5cqVsn79euV8q1atGvA5yKjMnz9flauhFu+1114LeF0kgQwmYNSFQylsJBBLAnyxiyVNPisQAayEDxkyRGWUMX9iFS0WgQxKhpctW6aCo0CLVIFkob27y0ZDDWSMlVm8CyAAZiDjLjvgaLxDANsuevbsqfagFyxYMOjA8e6PzCt8D4IYRwUy2OwfqB4Oe2IqV66cMijsL8FeGpSUNWnSJOhgAwUyKE9DP0eOHJEsWbJI3bp1ZcOGDdKyZUt58MEHgz4Lm5EOHDigyhwClaDhxkgCGQRRCGaCbXbyjglzpLEmwBe7WBPl8/wJYP764Ycf1AZ/tFgFMnBkKA/GYSihNtp7qKT0uC7UQAb7aYoXLy7169cX+HcGMnrol1KSgD8BVFkdO3ZMbR8J1lByisx/hw4dpFSpUvL55587K5CZPXt2qo3yxkCw2dO/RhpBSqdOnQKWeBn3BQpkjM+wqRSb/LGiaJSbYQN/sIZSCJzKE+gwAuOeSAIZnN6DjU7Yp8NGArEkwBe7WNLks/wJ4NAUlH+hVNdYPYtFIIN9jpgP8YKa3ok1/vLQ3t1lo6EEMjgxFCuzb775pjrZjIGMu2yAo/EWASyIPf/886kSF/4EUHp29epVadWqlfrIcYFMoA3xwdQYaSCDjYQIjHD8MdrXX38tCKDeeustlaGxMpD5448/VJkcFFK9enVvWSxHG3cCfLGLO2JPd4BjbhctWpTq0JPLly+r8lvMZ9ivkN58GmyzPw4CwH8oGwin0d7DoeX8a0MJZOC38VMKWJREQ2kZbBCnnKLKAlm99Bptxvl2QAm9QQDvw9iPPm3aNMmRI0fQQWNrB7aYGCXHSUlJ6idXkOxAogEnBUf6nc9w48aN5GC1zKFMFsFO9go3kEHaCRMZGjbwI/2ETAucKyY3bK4/evSo2iODazERomytcePG6Q4+FhkZ4/hlRJM4pAArSdh3g1XM9I6Y84YZc5SxJhDK9y7WffJ53iGAeQyHofg2rIy/8MILUq5cOTXfIlhBSS5+CwwNNdDIgqOcFyfNIKuOhnJdw3/MmzdPrl27pjLl4TTaezi0nHvtX3/9pfSP45TxOxI4Uhm2gb2tWGyE7cC2qlWrpuwPdmg0nEKKAwJwD04+S29xEvfQZpxrB5TMWwRw5DJ+S2zChAlpBo7fh8LiGN6XDR9iXIT7UC0FX+LrR4LRS/d3ZJwSyGC/CVJP/g0n3+C3YxDkIAODH9rCb7fUqFFDGjVqZPqDW9EGMr4/9onVI5Ri/Otf/1KbZEPdzOots+ZooyVAJx0tQd4fLgH/0jL8rhaOXB4zZox61CuvvJLmt2Lw73BexkoaTkC744470vwQsZkstHczQnp8joNvAv3INAJbBC8IUmAr8Of+jaVleuiYUpKAPwH8rMmXX34ZMBP/0ksvqe87vv/+LaalZTdv3kwOllWgg6HRkoD1BPi9s545e7SPAO3dPva69kyb0VVzlJsEIiOQbkaGgUxkUHkXCcSLAJ10vMjyuU4kQHt3olacLRNtxtn6oXQkEGsC6QYyydhlF6Rxsoi1Kvg8EjAnwO+dOSNe4R4CtHf36NKqkdBmrCLNfkjAGQQYyDhDD5SCBEIiQCcdEiZe5BICtHeXKNLCYdBmLITNrkjAAQQYyDhACRSBBEIlQCcdKile5wYCtHc3aNHaMdBmrOXN3kjAbgIMZOzWAPsngTAI0EmHAYuXak+A9q69Ci0fAG3GcuTskARsJcBAxlb87JwEwiNAJx0eL16tNwHau976s0N62owd1NknCdhHgIGMfezZMwmETYBOOmxkvEFjArR3jZVnk+i0GZvAs1sSsIkAAxmbwLNbEoiEAJ10JNR4j64EaO+6as4+uWkz9rFnzyRgBwEGMnZQZ58kECEBOukIwfE2LQnQ3rVUm61C02Zsxc/OScByAgxkLEfODkkgcgJ00pGz4536EaC966czuyWmzditAfZPAtYSYCBjLW/2RgJREaCTjgofb9aMAO1dM4U5QFzajAOUQBFIwEICDGQshM2uSCBaAnTS0RLk/ToRoL3rpC1nyEqbcYYeKAUJWEUgqkDGKiHZDwmQAAmQAAmQAAmQAAmQAAn4E0hMTAwIJUNycnIycZEACZAACZAACZAACZAACZCATgQYyOikLcpKAiRAAiRAAiRAAiRAAiSgCDCQoSGQAAmQAAmQAAmQAAmQAAloR4CBjHYqo8AkQAIkQAIkQAIkQAIkQAIMZGgDJEACJEACJEACJEACJEAC2hH4/wDVDirLkxHNGgAAAABJRU5ErkJggg==)
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)
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)
Source: MOSPI/CSO, Acuité Research
Monthly trend in Consumer Inflation:
![](data:image/png;base64,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)
Source: MOSPI/CSO; Acuité Research