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) 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format('truetype'),url(data:image\/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI\/Pgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE+PC9tZXRhZGF0YT4KPGRlZnM+Cjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA+Cjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8+CjxnbHlwaCB1bmljb2RlPSIqIiBkPSJNNjAwIDExMDBxMTUgMCAzNCAtMS41dDMwIC0zLjVsMTEgLTFxMTAgLTIgMTcuNSAtMTAuNXQ3LjUgLTE4LjV2LTIyNGwxNTggMTU4cTcgNyAxOCA4dDE5IC02bDEwNiAtMTA2cTcgLTggNiAtMTl0LTggLTE4bC0xNTggLTE1OGgyMjRxMTAgMCAxOC41IC03LjV0MTAuNSAtMTcuNXE2IC00MSA2IC03NXEwIC0xNSAtMS41IC0zNHQtMy41IC0zMGwtMSAtMTFxLTIgLTEwIC0xMC41IC0xNy41dC0xOC41IC03LjVoLTIyNGwxNTggLTE1OCBxNyAtNyA4IC0xOHQtNiAtMTlsLTEwNiAtMTA2cS04IC03IC0xOSAtNnQtMTggOGwtMTU4IDE1OHYtMjI0cTAgLTEwIC03LjUgLTE4LjV0LTE3LjUgLTEwLjVxLTQxIC02IC03NSAtNnEtMTUgMCAtMzQgMS41dC0zMCAzLjVsLTExIDFxLTEwIDIgLTE3LjUgMTAuNXQtNy41IDE4LjV2MjI0bC0xNTggLTE1OHEtNyAtNyAtMTggLTh0LTE5IDZsLTEwNiAxMDZxLTcgOCAtNiAxOXQ4IDE4bDE1OCAxNThoLTIyNHEtMTAgMCAtMTguNSA3LjUgdC0xMC41IDE3LjVxLTYgNDEgLTYgNzVxMCAxNSAxLjUgMzR0My41IDMwbDEgMTFxMiAxMCAxMC41IDE3LjV0MTguNSA3LjVoMjI0bC0xNTggMTU4cS03IDcgLTggMTh0NiAxOWwxMDYgMTA2cTggNyAxOSA2dDE4IC04bDE1OCAtMTU4djIyNHEwIDEwIDcuNSAxOC41dDE3LjUgMTAuNXE0MSA2IDc1IDZ6IiAvPgo8Z2x5cGggdW5pY29kZT0iKyIgZD0iTTQ1MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzUwaDM1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zNTB2LTM1MHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMjAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYzNTBoLTM1MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNSBoMzUwdjM1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4YTA7IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4YTU7IiBkPSJNODI1IDExMDBoMjUwcTEwIDAgMTIuNSAtNXQtNS41IC0xM2wtMzY0IC0zNjRxLTYgLTYgLTExIC0xOGgyNjhxMTAgMCAxMyAtNnQtMyAtMTRsLTEyMCAtMTYwcS02IC04IC0xOCAtMTR0LTIyIC02aC0xMjV2LTEwMGgyNzVxMTAgMCAxMyAtNnQtMyAtMTRsLTEyMCAtMTYwcS02IC04IC0xOCAtMTR0LTIyIC02aC0xMjV2LTE3NHEwIC0xMSAtNy41IC0xOC41dC0xOC41IC03LjVoLTE0OHEtMTEgMCAtMTguNSA3LjV0LTcuNSAxOC41djE3NCBoLTI3NXEtMTAgMCAtMTMgNnQzIDE0bDEyMCAxNjBxNiA4IDE4IDE0dDIyIDZoMTI1djEwMGgtMjc1cS0xMCAwIC0xMyA2dDMgMTRsMTIwIDE2MHE2IDggMTggMTR0MjIgNmgxMThxLTUgMTIgLTExIDE4bC0zNjQgMzY0cS04IDggLTUuNSAxM3QxMi41IDVoMjUwcTI1IDAgNDMgLTE4bDE2NCAtMTY0cTggLTggMTggLTh0MTggOGwxNjQgMTY0cTE4IDE4IDQzIDE4eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDA7IiBob3Jpei1hZHYteD0iNjUwIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwMTsiIGhvcml6LWFkdi14PSIxMzAwIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwMjsiIGhvcml6LWFkdi14PSI2NTAiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyMDVmOyIgaG9yaXotYWR2LXg9IjMyNSIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwYWM7IiBkPSJNNzQ0IDExOThxMjQyIDAgMzU0IC0xODlxNjAgLTEwNCA2NiAtMjA5aC0xODFxMCA0NSAtMTcuNSA4Mi41dC00My41IDYxLjV0LTU4IDQwLjV0LTYwLjUgMjR0LTUxLjUgNy41cS0xOSAwIC00MC41IC01LjV0LTQ5LjUgLTIwLjV0LTUzIC0zOHQtNDkgLTYyLjV0LTM5IC04OS41aDM3OWwtMTAwIC0xMDBoLTMwMHEtNiAtNTAgLTYgLTEwMGg0MDZsLTEwMCAtMTAwaC0zMDBxOSAtNzQgMzMgLTEzMnQ1Mi41IC05MXQ2MS41IC01NC41dDU5IC0yOSB0NDcgLTcuNXEyMiAwIDUwLjUgNy41dDYwLjUgMjQuNXQ1OCA0MXQ0My41IDYxdDE3LjUgODBoMTc0cS0zMCAtMTcxIC0xMjggLTI3OHEtMTA3IC0xMTcgLTI3NCAtMTE3cS0yMDYgMCAtMzI0IDE1OHEtMzYgNDggLTY5IDEzM3QtNDUgMjA0aC0yMTdsMTAwIDEwMGgxMTJxMSA0NyA2IDEwMGgtMjE4bDEwMCAxMDBoMTM0cTIwIDg3IDUxIDE1My41dDYyIDEwMy41cTExNyAxNDEgMjk3IDE0MXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyMGJkOyIgZD0iTTQyOCAxMjAwaDM1MHE2NyAwIDEyMCAtMTN0ODYgLTMxdDU3IC00OS41dDM1IC01Ni41dDE3IC02NC41dDYuNSAtNjAuNXQwLjUgLTU3di0xNi41di0xNi41cTAgLTM2IC0wLjUgLTU3dC02LjUgLTYxdC0xNyAtNjV0LTM1IC01N3QtNTcgLTUwLjV0LTg2IC0zMS41dC0xMjAgLTEzaC0xNzhsLTIgLTEwMGgyODhxMTAgMCAxMyAtNnQtMyAtMTRsLTEyMCAtMTYwcS02IC04IC0xOCAtMTR0LTIyIC02aC0xMzh2LTE3NXEwIC0xMSAtNS41IC0xOCB0LTE1LjUgLTdoLTE0OXEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE3NWgtMjY3cS0xMCAwIC0xMyA2dDMgMTRsMTIwIDE2MHE2IDggMTggMTR0MjIgNmgxMTd2MTAwaC0yNjdxLTEwIDAgLTEzIDZ0MyAxNGwxMjAgMTYwcTYgOCAxOCAxNHQyMiA2aDExN3Y0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNjAwIDEwMDB2LTMwMGgyMDNxNjQgMCA4Ni41IDMzdDIyLjUgMTE5cTAgODQgLTIyLjUgMTE2dC04Ni41IDMyaC0yMDN6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjIxMjsiIGQ9Ik0yNTAgNzAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjMxYjsiIGQ9Ik0xMDAwIDEyMDB2LTE1MHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTEwMHEwIC05MSAtNDkuNSAtMTY1LjV0LTEzMC41IC0xMDkuNXE4MSAtMzUgMTMwLjUgLTEwOS41dDQ5LjUgLTE2NS41di0xNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTE1MGgtODAwdjE1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2MTUwcTAgOTEgNDkuNSAxNjUuNXQxMzAuNSAxMDkuNXEtODEgMzUgLTEzMC41IDEwOS41IHQtNDkuNSAxNjUuNXYxMDBoLTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxNTBoODAwek00MDAgMTAwMHYtMTAwcTAgLTYwIDMyLjUgLTEwOS41dDg3LjUgLTczLjVxMjggLTEyIDQ0IC0zN3QxNiAtNTV0LTE2IC01NXQtNDQgLTM3cS01NSAtMjQgLTg3LjUgLTczLjV0LTMyLjUgLTEwOS41di0xNTBoNDAwdjE1MHEwIDYwIC0zMi41IDEwOS41dC04Ny41IDczLjVxLTI4IDEyIC00NCAzN3QtMTYgNTV0MTYgNTV0NDQgMzcgcTU1IDI0IDg3LjUgNzMuNXQzMi41IDEwOS41djEwMGgtNDAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDI1ZmM7IiBob3Jpei1hZHYteD0iNTAwIiBkPSJNMCAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDI2MDE7IiBkPSJNNTAzIDEwODlxMTEwIDAgMjAwLjUgLTU5LjV0MTM0LjUgLTE1Ni41cTQ0IDE0IDkwIDE0cTEyMCAwIDIwNSAtODYuNXQ4NSAtMjA2LjVxMCAtMTIxIC04NSAtMjA3LjV0LTIwNSAtODYuNWgtNzUwcS03OSAwIC0xMzUuNSA1N3QtNTYuNSAxMzdxMCA2OSA0Mi41IDEyMi41dDEwOC41IDY3LjVxLTIgMTIgLTIgMzdxMCAxNTMgMTA4IDI2MC41dDI2MCAxMDcuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8+CjxnbHlwaCB1bmljb2RlPSImI3gyNzA5OyIgZD0iTTI1IDExMDBoMTE1MHExMCAwIDEyLjUgLTV0LTUuNSAtMTNsLTU2NCAtNTY3cS04IC04IC0xOCAtOHQtMTggOGwtNTY0IDU2N3EtOCA4IC01LjUgMTN0MTIuNSA1ek0xOCA4ODJsMjY0IC0yNjRxOCAtOCA4IC0xOHQtOCAtMThsLTI2NCAtMjY0cS04IC04IC0xMyAtNS41dC01IDEyLjV2NTUwcTAgMTAgNSAxMi41dDEzIC01LjV6TTkxOCA2MThsMjY0IDI2NHE4IDggMTMgNS41dDUgLTEyLjV2LTU1MHEwIC0xMCAtNSAtMTIuNXQtMTMgNS41IGwtMjY0IDI2NHEtOCA4IC04IDE4dDggMTh6TTgxOCA0ODJsMzY0IC0zNjRxOCAtOCA1LjUgLTEzdC0xMi41IC01aC0xMTUwcS0xMCAwIC0xMi41IDV0NS41IDEzbDM2NCAzNjRxOCA4IDE4IDh0MTggLThsMTY0IC0xNjRxOCAtOCAxOCAtOHQxOCA4bDE2NCAxNjRxOCA4IDE4IDh0MTggLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjcwZjsiIGQ9Ik0xMDExIDEyMTBxMTkgMCAzMyAtMTNsMTUzIC0xNTNxMTMgLTE0IDEzIC0zM3QtMTMgLTMzbC05OSAtOTJsLTIxNCAyMTRsOTUgOTZxMTMgMTQgMzIgMTR6TTEwMTMgODAwbC02MTUgLTYxNGwtMjE0IDIxNGw2MTQgNjE0ek0zMTcgOTZsLTMzMyAtMTEybDExMCAzMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwMTsiIGQ9Ik03MDAgNjUwdi01NTBoMjUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtODAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgyNTB2NTUwbC01MDAgNTUwaDEyMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwMjsiIGQ9Ik0zNjggMTAxN2w2NDUgMTYzcTM5IDE1IDYzIDB0MjQgLTQ5di04MzFxMCAtNTUgLTQxLjUgLTk1LjV0LTExMS41IC02My41cS03OSAtMjUgLTE0NyAtNC41dC04NiA3NXQyNS41IDExMS41dDEyMi41IDgycTcyIDI0IDEzOCA4djUyMWwtNjAwIC0xNTV2LTYwNnEwIC00MiAtNDQgLTkwdC0xMDkgLTY5cS03OSAtMjYgLTE0NyAtNS41dC04NiA3NS41dDI1LjUgMTExLjV0MTIyLjUgODIuNXE3MiAyNCAxMzggN3Y2MzlxMCAzOCAxNC41IDU5IHQ1My41IDM0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDM7IiBkPSJNNTAwIDExOTFxMTAwIDAgMTkxIC0zOXQxNTYuNSAtMTA0LjV0MTA0LjUgLTE1Ni41dDM5IC0xOTFsLTEgLTJsMSAtNXEwIC0xNDEgLTc4IC0yNjJsMjc1IC0yNzRxMjMgLTI2IDIyLjUgLTQ0LjV0LTIyLjUgLTQyLjVsLTU5IC01OHEtMjYgLTIwIC00Ni41IC0yMHQtMzkuNSAyMGwtMjc1IDI3NHEtMTE5IC03NyAtMjYxIC03N2wtNSAxbC0yIC0xcS0xMDAgMCAtMTkxIDM5dC0xNTYuNSAxMDQuNXQtMTA0LjUgMTU2LjV0LTM5IDE5MSB0MzkgMTkxdDEwNC41IDE1Ni41dDE1Ni41IDEwNC41dDE5MSAzOXpNNTAwIDEwMjJxLTg4IDAgLTE2MiAtNDN0LTExNyAtMTE3dC00MyAtMTYydDQzIC0xNjJ0MTE3IC0xMTd0MTYyIC00M3QxNjIgNDN0MTE3IDExN3Q0MyAxNjJ0LTQzIDE2MnQtMTE3IDExN3QtMTYyIDQzeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDU7IiBkPSJNNjQ5IDk0OXE0OCA2OCAxMDkuNSAxMDR0MTIxLjUgMzguNXQxMTguNSAtMjB0MTAyLjUgLTY0dDcxIC0xMDAuNXQyNyAtMTIzcTAgLTU3IC0zMy41IC0xMTcuNXQtOTQgLTEyNC41dC0xMjYuNSAtMTI3LjV0LTE1MCAtMTUyLjV0LTE0NiAtMTc0cS02MiA4NSAtMTQ1LjUgMTc0dC0xNTAgMTUyLjV0LTEyNi41IDEyNy41dC05My41IDEyNC41dC0zMy41IDExNy41cTAgNjQgMjggMTIzdDczIDEwMC41dDEwNCA2NHQxMTkgMjAgdDEyMC41IC0zOC41dDEwNC41IC0xMDR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwNjsiIGQ9Ik00MDcgODAwbDEzMSAzNTNxNyAxOSAxNy41IDE5dDE3LjUgLTE5bDEyOSAtMzUzaDQyMXEyMSAwIDI0IC04LjV0LTE0IC0yMC41bC0zNDIgLTI0OWwxMzAgLTQwMXE3IC0yMCAtMC41IC0yNS41dC0yNC41IDYuNWwtMzQzIDI0NmwtMzQyIC0yNDdxLTE3IC0xMiAtMjQuNSAtNi41dC0wLjUgMjUuNWwxMzAgNDAwbC0zNDcgMjUxcS0xNyAxMiAtMTQgMjAuNXQyMyA4LjVoNDI5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDc7IiBkPSJNNDA3IDgwMGwxMzEgMzUzcTcgMTkgMTcuNSAxOXQxNy41IC0xOWwxMjkgLTM1M2g0MjFxMjEgMCAyNCAtOC41dC0xNCAtMjAuNWwtMzQyIC0yNDlsMTMwIC00MDFxNyAtMjAgLTAuNSAtMjUuNXQtMjQuNSA2LjVsLTM0MyAyNDZsLTM0MiAtMjQ3cS0xNyAtMTIgLTI0LjUgLTYuNXQtMC41IDI1LjVsMTMwIDQwMGwtMzQ3IDI1MXEtMTcgMTIgLTE0IDIwLjV0MjMgOC41aDQyOXpNNDc3IDcwMGgtMjQwbDE5NyAtMTQybC03NCAtMjI2IGwxOTMgMTM5bDE5NSAtMTQwbC03NCAyMjlsMTkyIDE0MGgtMjM0bC03OCAyMTF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwODsiIGQ9Ik02MDAgMTIwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTI1MHEwIC00NiAtMzEgLTk4dC02OSAtNTJ2LTc1cTAgLTEwIDYgLTIxLjV0MTUgLTE3LjVsMzU4IC0yMzBxOSAtNSAxNSAtMTYuNXQ2IC0yMS41di05M3EwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTExNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5M3EwIDEwIDYgMjEuNXQxNSAxNi41bDM1OCAyMzBxOSA2IDE1IDE3LjV0NiAyMS41djc1cS0zOCAwIC02OSA1MiB0LTMxIDk4djI1MHEwIDEyNCA4OCAyMTJ0MjEyIDg4eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDk7IiBkPSJNMjUgMTEwMGgxMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTA1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTExNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxMDUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwMCAxMDAwdi0xMDBoMTAwdjEwMGgtMTAwek04NzUgMTAwMGgtNTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMzUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoNTUwIHExMCAwIDE3LjUgNy41dDcuNSAxNy41djM1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6TTEwMDAgMTAwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwIDgwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwMCA4MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMDAgNjAwdi0xMDBoMTAwdjEwMGgtMTAwek04NzUgNTAwaC01NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di0zNTBxMCAtMTAgNy41IC0xNy41IHQxNy41IC03LjVoNTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2MzUwcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMTAwIDQwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCAyMDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTA7IiBkPSJNNTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek02NTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDAgcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCA1MDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMTsiIGQ9Ik01MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTEwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMjAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNODUwIDcwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAzMDBoMjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTg1MCAzMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41IHQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMjsiIGQ9Ik01MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAxMTAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC03MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNDUwIDcwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNzAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAzMDBoNzAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDAgcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC03MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMzsiIGQ9Ik00NjUgNDc3bDU3MSA1NzFxOCA4IDE4IDh0MTcgLThsMTc3IC0xNzdxOCAtNyA4IC0xN3QtOCAtMThsLTc4MyAtNzg0cS03IC04IC0xNy41IC04dC0xNy41IDhsLTM4NCAzODRxLTggOCAtOCAxOHQ4IDE3bDE3NyAxNzdxNyA4IDE3IDh0MTggLThsMTcxIC0xNzFxNyAtNyAxOCAtN3QxOCA3eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTQ7IiBkPSJNOTA0IDEwODNsMTc4IC0xNzlxOCAtOCA4IC0xOC41dC04IC0xNy41bC0yNjcgLTI2OGwyNjcgLTI2OHE4IC03IDggLTE3LjV0LTggLTE4LjVsLTE3OCAtMTc4cS04IC04IC0xOC41IC04dC0xNy41IDhsLTI2OCAyNjdsLTI2OCAtMjY3cS03IC04IC0xNy41IC04dC0xOC41IDhsLTE3OCAxNzhxLTggOCAtOCAxOC41dDggMTcuNWwyNjcgMjY4bC0yNjcgMjY4cS04IDcgLTggMTcuNXQ4IDE4LjVsMTc4IDE3OHE4IDggMTguNSA4dDE3LjUgLTggbDI2OCAtMjY3bDI2OCAyNjhxNyA3IDE3LjUgN3QxOC41IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTU7IiBkPSJNNTA3IDExNzdxOTggMCAxODcuNSAtMzguNXQxNTQuNSAtMTAzLjV0MTAzLjUgLTE1NC41dDM4LjUgLTE4Ny41cTAgLTE0MSAtNzggLTI2MmwzMDAgLTI5OXE4IC04IDggLTE4LjV0LTggLTE4LjVsLTEwOSAtMTA4cS03IC04IC0xNy41IC04dC0xOC41IDhsLTMwMCAyOTlxLTExOSAtNzcgLTI2MSAtNzdxLTk4IDAgLTE4OCAzOC41dC0xNTQuNSAxMDN0LTEwMyAxNTQuNXQtMzguNSAxODh0MzguNSAxODcuNXQxMDMgMTU0LjUgdDE1NC41IDEwMy41dDE4OCAzOC41ek01MDYuNSAxMDIzcS04OS41IDAgLTE2NS41IC00NHQtMTIwIC0xMjAuNXQtNDQgLTE2NnQ0NCAtMTY1LjV0MTIwIC0xMjB0MTY1LjUgLTQ0dDE2NiA0NHQxMjAuNSAxMjB0NDQgMTY1LjV0LTQ0IDE2NnQtMTIwLjUgMTIwLjV0LTE2NiA0NHpNNDI1IDkwMGgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di03NWg3NXExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41IHQtMTcuNSAtNy41aC03NXYtNzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY3NWgtNzVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg3NXY3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTY7IiBkPSJNNTA3IDExNzdxOTggMCAxODcuNSAtMzguNXQxNTQuNSAtMTAzLjV0MTAzLjUgLTE1NC41dDM4LjUgLTE4Ny41cTAgLTE0MSAtNzggLTI2MmwzMDAgLTI5OXE4IC04IDggLTE4LjV0LTggLTE4LjVsLTEwOSAtMTA4cS03IC04IC0xNy41IC04dC0xOC41IDhsLTMwMCAyOTlxLTExOSAtNzcgLTI2MSAtNzdxLTk4IDAgLTE4OCAzOC41dC0xNTQuNSAxMDN0LTEwMyAxNTQuNXQtMzguNSAxODh0MzguNSAxODcuNXQxMDMgMTU0LjUgdDE1NC41IDEwMy41dDE4OCAzOC41ek01MDYuNSAxMDIzcS04OS41IDAgLTE2NS41IC00NHQtMTIwIC0xMjAuNXQtNDQgLTE2NnQ0NCAtMTY1LjV0MTIwIC0xMjB0MTY1LjUgLTQ0dDE2NiA0NHQxMjAuNSAxMjB0NDQgMTY1LjV0LTQ0IDE2NnQtMTIwLjUgMTIwLjV0LTE2NiA0NHpNMzI1IDgwMGgzNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0zNTBxLTEwIDAgLTE3LjUgNy41IHQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxNzsiIGQ9Ik01NTAgMTIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04MDAgOTc1djE2NnExNjcgLTYyIDI3MiAtMjA5LjV0MTA1IC0zMzEuNXEwIC0xMTcgLTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNSB0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHEwIDE4NCAxMDUgMzMxLjV0MjcyIDIwOS41di0xNjZxLTEwMyAtNTUgLTE2NSAtMTU1dC02MiAtMjIwcTAgLTExNiA1NyAtMjE0LjV0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXEwIDEyMCAtNjIgMjIwdC0xNjUgMTU1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTg7IiBkPSJNMTAyNSAxMjAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTExNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxMTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTcyNSA4MDBoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NzUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek00MjUgNTAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTQ1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djQ1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0xMjUgMzAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTI1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41IHYyNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDE5OyIgZD0iTTYwMCAxMTc0cTMzIDAgNzQgLTVsMzggLTE1Mmw1IC0xcTQ5IC0xNCA5NCAtMzlsNSAtMmwxMzQgODBxNjEgLTQ4IDEwNCAtMTA1bC04MCAtMTM0bDMgLTVxMjUgLTQ0IDM5IC05M2wxIC02bDE1MiAtMzhxNSAtNDMgNSAtNzNxMCAtMzQgLTUgLTc0bC0xNTIgLTM4bC0xIC02cS0xNSAtNDkgLTM5IC05M2wtMyAtNWw4MCAtMTM0cS00OCAtNjEgLTEwNCAtMTA1bC0xMzQgODFsLTUgLTNxLTQ0IC0yNSAtOTQgLTM5bC01IC0ybC0zOCAtMTUxIHEtNDMgLTUgLTc0IC01cS0zMyAwIC03NCA1bC0zOCAxNTFsLTUgMnEtNDkgMTQgLTk0IDM5bC01IDNsLTEzNCAtODFxLTYwIDQ4IC0xMDQgMTA1bDgwIDEzNGwtMyA1cS0yNSA0NSAtMzggOTNsLTIgNmwtMTUxIDM4cS02IDQyIC02IDc0cTAgMzMgNiA3M2wxNTEgMzhsMiA2cTEzIDQ4IDM4IDkzbDMgNWwtODAgMTM0cTQ3IDYxIDEwNSAxMDVsMTMzIC04MGw1IDJxNDUgMjUgOTQgMzlsNSAxbDM4IDE1MnE0MyA1IDc0IDV6TTYwMCA4MTUgcS04OSAwIC0xNTIgLTYzdC02MyAtMTUxLjV0NjMgLTE1MS41dDE1MiAtNjN0MTUyIDYzdDYzIDE1MS41dC02MyAxNTEuNXQtMTUyIDYzeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMjA7IiBkPSJNNTAwIDEzMDBoMzAwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41di0xMDBoMjc1cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzVoLTExMDB2NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgyNzV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNNTAwIDEyMDB2LTEwMGgzMDB2MTAwaC0zMDB6TTExMDAgOTAwdi04MDBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTcwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjUgdjgwMGg5MDB6TTMwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6TTUwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6TTcwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6TTkwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAyMTsiIGQ9Ik0xOCA2MThsNjIwIDYwOHE4IDcgMTguNSA3dDE3LjUgLTdsNjA4IC02MDhxOCAtOCA1LjUgLTEzdC0xMi41IC01aC0xNzV2LTU3NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM3NWgtMzAwdi0zNzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1NzVoLTE3NXEtMTAgMCAtMTIuNSA1dDUuNSAxM3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDIyOyIgZD0iTTYwMCAxMjAwdi00MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDMwMHYtNjUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djExMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDQ1MHpNMTAwMCA4MDBoLTI1MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMjM7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTYwMCAxMDI3cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjUgdDE1NS41IC0xNTUuNXQyMTQuNSAtNTd0MjE0LjUgNTd0MTU1LjUgMTU1LjV0NTcgMjE0LjV0LTU3IDIxNC41dC0xNTUuNSAxNTUuNXQtMjE0LjUgNTd6TTUyNSA5MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0yNzVoMTc1cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDI1OyIgZD0iTTU1MCAxMjAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDUwaDE5MXEyMCAwIDI1LjUgLTExLjV0LTcuNSAtMjcuNWwtMzI3IC00MDBxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMzI3IDQwMHEtMTMgMTYgLTcuNSAyNy41dDI1LjUgMTEuNWgxOTF2NDUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTEyNSA0MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0zNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41IGgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTc1aDkwMHYxNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDI2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjV0NTcgLTIxNC41IHQxNTUuNSAtMTU1LjV0MjE0LjUgLTU3dDIxNC41IDU3dDE1NS41IDE1NS41dDU3IDIxNC41dC01NyAyMTQuNXQtMTU1LjUgMTU1LjV0LTIxNC41IDU3ek01MjUgOTAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTI3NWgxMzdxMjEgMCAyNiAtMTEuNXQtOCAtMjcuNWwtMjIzIC0yNzVxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMjIzIDI3NXEtMTMgMTYgLTggMjcuNXQyNiAxMS41aDEzN3YyNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAyNzsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNNjAwIDEwMjdxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41dDU3IC0yMTQuNSB0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXQtNTcgMjE0LjV0LTE1NS41IDE1NS41dC0yMTQuNSA1N3pNNjMyIDkxNGwyMjMgLTI3NXExMyAtMTYgOCAtMjcuNXQtMjYgLTExLjVoLTEzN3YtMjc1cTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2Mjc1aC0xMzdxLTIxIDAgLTI2IDExLjV0OCAyNy41bDIyMyAyNzVxMTMgMTYgMzIgMTYgdDMyIC0xNnoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDI4OyIgZD0iTTIyNSAxMjAwaDc1MHExMCAwIDE5LjUgLTd0MTIuNSAtMTdsMTg2IC02NTJxNyAtMjQgNyAtNDl2LTQyNXEwIC0xMiAtNCAtMjd0LTkgLTE3cS0xMiAtNiAtMzcgLTZoLTExMDBxLTEyIDAgLTI3IDR0LTE3IDhxLTYgMTMgLTYgMzhsMSA0MjVxMCAyNSA3IDQ5bDE4NSA2NTJxMyAxMCAxMi41IDE3dDE5LjUgN3pNODc4IDEwMDBoLTU1NnEtMTAgMCAtMTkgLTd0LTExIC0xOGwtODcgLTQ1MHEtMiAtMTEgNCAtMTh0MTYgLTdoMTUwIHExMCAwIDE5LjUgLTd0MTEuNSAtMTdsMzggLTE1MnEyIC0xMCAxMS41IC0xN3QxOS41IC03aDI1MHExMCAwIDE5LjUgN3QxMS41IDE3bDM4IDE1MnEyIDEwIDExLjUgMTd0MTkuNSA3aDE1MHExMCAwIDE2IDd0NCAxOGwtODcgNDUwcS0yIDExIC0xMSAxOHQtMTkgN3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDI5OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjV0NTcgLTIxNC41IHQxNTUuNSAtMTU1LjV0MjE0LjUgLTU3dDIxNC41IDU3dDE1NS41IDE1NS41dDU3IDIxNC41dC01NyAyMTQuNXQtMTU1LjUgMTU1LjV0LTIxNC41IDU3ek01NDAgODIwbDI1MyAtMTkwcTE3IC0xMiAxNyAtMzB0LTE3IC0zMGwtMjUzIC0xOTBxLTE2IC0xMiAtMjggLTYuNXQtMTIgMjYuNXY0MDBxMCAyMSAxMiAyNi41dDI4IC02LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMDsiIGQ9Ik05NDcgMTA2MGwxMzUgMTM1cTcgNyAxMi41IDV0NS41IC0xM3YtMzYycTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMzYycS0xMSAwIC0xMyA1LjV0NSAxMi41bDEzMyAxMzNxLTEwOSA3NiAtMjM4IDc2cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjV0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNWgxNTBxMCAtMTE3IC00NS41IC0yMjQgdC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXExOTIgMCAzNDcgLTExN3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDMxOyIgZD0iTTk0NyAxMDYwbDEzNSAxMzVxNyA3IDEyLjUgNXQ1LjUgLTEzdi0zNjFxMCAtMTEgLTcuNSAtMTguNXQtMTguNSAtNy41aC0zNjFxLTExIDAgLTEzIDUuNXQ1IDEyLjVsMTM0IDEzNHEtMTEwIDc1IC0yMzkgNzVxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41aC0xNTBxMCAxMTcgNDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXExOTIgMCAzNDcgLTExN3pNMTAyNyA2MDBoMTUwIHEwIC0xMTcgLTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41cS0xOTIgMCAtMzQ4IDExOGwtMTM0IC0xMzRxLTcgLTggLTEyLjUgLTUuNXQtNS41IDEyLjV2MzYwcTAgMTEgNy41IDE4LjV0MTguNSA3LjVoMzYwcTEwIDAgMTIuNSAtNS41dC01LjUgLTEyLjVsLTEzMyAtMTMzcTExMCAtNzYgMjQwIC03NnExMTYgMCAyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDMyOyIgZD0iTTEyNSAxMjAwaDEwNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djExNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMTA3NSAxMDAwaC04NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di04NTBxMCAtMTAgNy41IC0xNy41dDE3LjUgLTcuNWg4NTBxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXY4NTAgcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMzI1IDkwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgOTAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTMyNSA3MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNTI1IDcwMGg0NTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTQ1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0zMjUgNTAwaDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTUyNSA1MDBoNDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC00NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMzI1IDMwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgMzAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMzsiIGQ9Ik05MDAgODAwdjIwMHEwIDgzIC01OC41IDE0MS41dC0xNDEuNSA1OC41aC0zMDBxLTgyIDAgLTE0MSAtNTl0LTU5IC0xNDF2LTIwMGgtMTAwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41di02MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDkwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2NjAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41aC0xMDB6TTQwMCA4MDB2MTUwcTAgMjEgMTUgMzUuNXQzNSAxNC41aDIwMCBxMjAgMCAzNSAtMTQuNXQxNSAtMzUuNXYtMTUwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzNDsiIGQ9Ik0xMjUgMTEwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTEwNzVoLTEwMHYxMDc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwNzUgMTA1MnE0IDAgOSAtMnExNiAtNiAxNiAtMjN2LTQyMXEwIC02IC0zIC0xMnEtMzMgLTU5IC02Ni41IC05OXQtNjUuNSAtNTh0LTU2LjUgLTI0LjV0LTUyLjUgLTYuNXEtMjYgMCAtNTcuNSA2LjV0LTUyLjUgMTMuNXQtNjAgMjFxLTQxIDE1IC02MyAyMi41dC01Ny41IDE1dC02NS41IDcuNSBxLTg1IDAgLTE2MCAtNTdxLTcgLTUgLTE1IC01cS02IDAgLTExIDNxLTE0IDcgLTE0IDIydjQzOHEyMiA1NSA4MiA5OC41dDExOSA0Ni41cTIzIDIgNDMgMC41dDQzIC03dDMyLjUgLTguNXQzOCAtMTN0MzIuNSAtMTFxNDEgLTE0IDYzLjUgLTIxdDU3IC0xNHQ2My41IC03cTEwMyAwIDE4MyA4N3E3IDggMTggOHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDM1OyIgZD0iTTYwMCAxMTc1cTExNiAwIDIyNyAtNDkuNXQxOTIuNSAtMTMxdDEzMSAtMTkyLjV0NDkuNSAtMjI3di0zMDBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djMwMHEwIDEyNyAtNzAuNSAyMzEuNXQtMTg0LjUgMTYxLjV0LTI0NSA1N3QtMjQ1IC01N3QtMTg0LjUgLTE2MS41dC03MC41IC0yMzEuNXYtMzAwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTAgcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MzAwcTAgMTE2IDQ5LjUgMjI3dDEzMSAxOTIuNXQxOTIuNSAxMzF0MjI3IDQ5LjV6TTIyMCA1MDBoMTYwcTggMCAxNCAtNnQ2IC0xNHYtNDYwcTAgLTggLTYgLTE0dC0xNCAtNmgtMTYwcS04IDAgLTE0IDZ0LTYgMTR2NDYwcTAgOCA2IDE0dDE0IDZ6TTgyMCA1MDBoMTYwcTggMCAxNCAtNnQ2IC0xNHYtNDYwcTAgLTggLTYgLTE0dC0xNCAtNmgtMTYwcS04IDAgLTE0IDZ0LTYgMTR2NDYwIHEwIDggNiAxNHQxNCA2eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMzY7IiBkPSJNMzIxIDgxNGwyNTggMTcycTkgNiAxNSAyLjV0NiAtMTMuNXYtNzUwcTAgLTEwIC02IC0xMy41dC0xNSAyLjVsLTI1OCAxNzJxLTIxIDE0IC00NiAxNGgtMjUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MzUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMjUwcTI1IDAgNDYgMTR6TTkwMCA2NjhsMTIwIDEyMHE3IDcgMTcgN3QxNyAtN2wzNCAtMzRxNyAtNyA3IC0xN3QtNyAtMTdsLTEyMCAtMTIwbDEyMCAtMTIwcTcgLTcgNyAtMTcgdC03IC0xN2wtMzQgLTM0cS03IC03IC0xNyAtN3QtMTcgN2wtMTIwIDExOWwtMTIwIC0xMTlxLTcgLTcgLTE3IC03dC0xNyA3bC0zNCAzNHEtNyA3IC03IDE3dDcgMTdsMTE5IDEyMGwtMTE5IDEyMHEtNyA3IC03IDE3dDcgMTdsMzQgMzRxNyA4IDE3IDh0MTcgLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzNzsiIGQ9Ik0zMjEgODE0bDI1OCAxNzJxOSA2IDE1IDIuNXQ2IC0xMy41di03NTBxMCAtMTAgLTYgLTEzLjV0LTE1IDIuNWwtMjU4IDE3MnEtMjEgMTQgLTQ2IDE0aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgyNTBxMjUgMCA0NiAxNHpNNzY2IDkwMGg0cTEwIC0xIDE2IC0xMHE5NiAtMTI5IDk2IC0yOTBxMCAtMTU0IC05MCAtMjgxcS02IC05IC0xNyAtMTBsLTMgLTFxLTkgMCAtMTYgNiBsLTI5IDIzcS03IDcgLTguNSAxNi41dDQuNSAxNy41cTcyIDEwMyA3MiAyMjlxMCAxMzIgLTc4IDIzOHEtNiA4IC00LjUgMTh0OS41IDE3bDI5IDIycTcgNSAxNSA1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMzg7IiBkPSJNOTY3IDEwMDRoM3ExMSAtMSAxNyAtMTBxMTM1IC0xNzkgMTM1IC0zOTZxMCAtMTA1IC0zNCAtMjA2LjV0LTk4IC0xODUuNXEtNyAtOSAtMTcgLTEwaC0zcS05IDAgLTE2IDZsLTQyIDM0cS04IDYgLTkgMTZ0NSAxOHExMTEgMTUwIDExMSAzMjhxMCA5MCAtMjkuNSAxNzZ0LTg0LjUgMTU3cS02IDkgLTUgMTl0MTAgMTZsNDIgMzNxNyA1IDE1IDV6TTMyMSA4MTRsMjU4IDE3MnE5IDYgMTUgMi41dDYgLTEzLjV2LTc1MHEwIC0xMCAtNiAtMTMuNSB0LTE1IDIuNWwtMjU4IDE3MnEtMjEgMTQgLTQ2IDE0aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgyNTBxMjUgMCA0NiAxNHpNNzY2IDkwMGg0cTEwIC0xIDE2IC0xMHE5NiAtMTI5IDk2IC0yOTBxMCAtMTU0IC05MCAtMjgxcS02IC05IC0xNyAtMTBsLTMgLTFxLTkgMCAtMTYgNmwtMjkgMjNxLTcgNyAtOC41IDE2LjV0NC41IDE3LjVxNzIgMTAzIDcyIDIyOXEwIDEzMiAtNzggMjM4IHEtNiA4IC00LjUgMTguNXQ5LjUgMTYuNWwyOSAyMnE3IDUgMTUgNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDM5OyIgZD0iTTUwMCA5MDBoMTAwdi0xMDBoLTEwMHYtMTAwaC00MDB2LTEwMGgtMTAwdjYwMGg1MDB2LTMwMHpNMTIwMCA3MDBoLTIwMHYtMTAwaDIwMHYtMjAwaC0zMDB2MzAwaC0yMDB2MzAwaC0xMDB2MjAwaDYwMHYtNTAwek0xMDAgMTEwMHYtMzAwaDMwMHYzMDBoLTMwMHpNODAwIDExMDB2LTMwMGgzMDB2MzAwaC0zMDB6TTMwMCA5MDBoLTEwMHYxMDBoMTAwdi0xMDB6TTEwMDAgOTAwaC0xMDB2MTAwaDEwMHYtMTAwek0zMDAgNTAwaDIwMHYtNTAwIGgtNTAwdjUwMGgyMDB2MTAwaDEwMHYtMTAwek04MDAgMzAwaDIwMHYtMTAwaC0xMDB2LTEwMGgtMjAwdjEwMGgtMTAwdjEwMGgxMDB2MjAwaC0yMDB2MTAwaDMwMHYtMzAwek0xMDAgNDAwdi0zMDBoMzAwdjMwMGgtMzAwek0zMDAgMjAwaC0xMDB2MTAwaDEwMHYtMTAwek0xMjAwIDIwMGgtMTAwdjEwMGgxMDB2LTEwMHpNNzAwIDBoLTEwMHYxMDBoMTAwdi0xMDB6TTEyMDAgMGgtMzAwdjEwMGgzMDB2LTEwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDQwOyIgZD0iTTEwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMzAwIDIwMGgtMTAwdjEwMDBoMTAwdi0xMDAwek03MDAgMjAwaC0yMDB2MTAwMGgyMDB2LTEwMDB6TTkwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMTIwMCAyMDBoLTIwMHYxMDAwaDIwMHYtMTAwMHpNNDAwIDBoLTMwMHYxMDBoMzAwdi0xMDB6TTYwMCAwaC0xMDB2OTFoMTAwdi05MXpNODAwIDBoLTEwMHY5MWgxMDB2LTkxek0xMTAwIDBoLTIwMHY5MWgyMDB2LTkxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNDE7IiBkPSJNNTAwIDEyMDBsNjgyIC02ODJxOCAtOCA4IC0xOHQtOCAtMThsLTQ2NCAtNDY0cS04IC04IC0xOCAtOHQtMTggOGwtNjgyIDY4MmwxIDQ3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDQ3NHpNMzE5LjUgMTAyNC41cS0yOS41IDI5LjUgLTcxIDI5LjV0LTcxIC0yOS41dC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDQ0OyIgZD0iTTI1MCAxMjAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTE1MGwtNDUwIDQ0NGwtNDUwIC00NDV2MTE1MXEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA0NTsiIGQ9Ik04MjIgMTIwMGgtNDQ0cS0xMSAwIC0xOSAtNy41dC05IC0xNy41bC03OCAtMzAxcS03IC0yNCA3IC00NWw1NyAtMTA4cTYgLTkgMTcuNSAtMTV0MjEuNSAtNmg0NTBxMTAgMCAyMS41IDZ0MTcuNSAxNWw2MiAxMDhxMTQgMjEgNyA0NWwtODMgMzAxcS0xIDEwIC05IDE3LjV0LTE5IDcuNXpNMTE3NSA4MDBoLTE1MHEtMTAgMCAtMjEgLTYuNXQtMTUgLTE1LjVsLTc4IC0xNTZxLTQgLTkgLTE1IC0xNS41dC0yMSAtNi41aC01NTAgcS0xMCAwIC0yMSA2LjV0LTE1IDE1LjVsLTc4IDE1NnEtNCA5IC0xNSAxNS41dC0yMSA2LjVoLTE1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTY1MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDc1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41IHQ3LjUgMTcuNXY2NTBxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41ek04NTAgMjAwaC01MDBxLTEwIDAgLTE5LjUgLTd0LTExLjUgLTE3bC0zOCAtMTUycS0yIC0xMCAzLjUgLTE3dDE1LjUgLTdoNjAwcTEwIDAgMTUuNSA3dDMuNSAxN2wtMzggMTUycS0yIDEwIC0xMS41IDE3dC0xOS41IDd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA0NjsiIGQ9Ik01MDAgMTEwMGgyMDBxNTYgMCAxMDIuNSAtMjAuNXQ3Mi41IC01MHQ0NCAtNTl0MjUgLTUwLjVsNiAtMjBoMTUwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41di02MDBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTEwMDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djYwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjVoMTUwcTIgOCA2LjUgMjEuNXQyNCA0OHQ0NSA2MXQ3MiA0OHQxMDIuNSAyMS41ek05MDAgODAwdi0xMDAgaDEwMHYxMDBoLTEwMHpNNjAwIDczMHEtOTUgMCAtMTYyLjUgLTY3LjV0LTY3LjUgLTE2Mi41dDY3LjUgLTE2Mi41dDE2Mi41IC02Ny41dDE2Mi41IDY3LjV0NjcuNSAxNjIuNXQtNjcuNSAxNjIuNXQtMTYyLjUgNjcuNXpNNjAwIDYwM3E0MyAwIDczIC0zMHQzMCAtNzN0LTMwIC03M3QtNzMgLTMwdC03MyAzMHQtMzAgNzN0MzAgNzN0NzMgMzB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA0NzsiIGQ9Ik02ODEgMTE5OWwzODUgLTk5OHEyMCAtNTAgNjAgLTkycTE4IC0xOSAzNi41IC0yOS41dDI3LjUgLTExLjVsMTAgLTJ2LTY2aC00MTd2NjZxNTMgMCA3NSA0My41dDUgODguNWwtODIgMjIyaC0zOTFxLTU4IC0xNDUgLTkyIC0yMzRxLTExIC0zNCAtNi41IC01N3QyNS41IC0zN3Q0NiAtMjB0NTUgLTZ2LTY2aC0zNjV2NjZxNTYgMjQgODQgNTJxMTIgMTIgMjUgMzAuNXQyMCAzMS41bDcgMTNsMzk5IDEwMDZoOTN6TTQxNiA1MjFoMzQwIGwtMTYyIDQ1N3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDQ4OyIgZD0iTTc1MyA2NDFxNSAtMSAxNC41IC00LjV0MzYgLTE1LjV0NTAuNSAtMjYuNXQ1My41IC00MHQ1MC41IC01NC41dDM1LjUgLTcwdDE0LjUgLTg3cTAgLTY3IC0yNy41IC0xMjUuNXQtNzEuNSAtOTcuNXQtOTguNSAtNjYuNXQtMTA4LjUgLTQwLjV0LTEwMiAtMTNoLTUwMHY4OXE0MSA3IDcwLjUgMzIuNXQyOS41IDY1LjV2ODI3cTAgMjQgLTAuNSAzNHQtMy41IDI0dC04LjUgMTkuNXQtMTcgMTMuNXQtMjggMTIuNXQtNDIuNSAxMS41djcxIGw0NzEgLTFxNTcgMCAxMTUuNSAtMjAuNXQxMDggLTU3dDgwLjUgLTk0dDMxIC0xMjQuNXEwIC01MSAtMTUuNSAtOTYuNXQtMzggLTc0LjV0LTQ1IC01MC41dC0zOC41IC0zMC41ek00MDAgNzAwaDEzOXE3OCAwIDEzMC41IDQ4LjV0NTIuNSAxMjIuNXEwIDQxIC04LjUgNzAuNXQtMjkuNSA1NS41dC02Mi41IDM5LjV0LTEwMy41IDEzLjVoLTExOHYtMzUwek00MDAgMjAwaDIxNnE4MCAwIDEyMSA1MC41dDQxIDEzMC41cTAgOTAgLTYyLjUgMTU0LjUgdC0xNTYuNSA2NC41aC0xNTl2LTQwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDUwOyIgZD0iTTEzMDAgOTAwaC01MHEwIDIxIC00IDM3dC05LjUgMjYuNXQtMTggMTcuNXQtMjIgMTF0LTI4LjUgNS41dC0zMSAydC0zNyAwLjVoLTIwMHYtODUwcTAgLTIyIDI1IC0zNC41dDUwIC0xMy41bDI1IC0ydi0xMDBoLTQwMHYxMDBxNCAwIDExIDAuNXQyNCAzdDMwIDd0MjQgMTV0MTEgMjQuNXY4NTBoLTIwMHEtMjUgMCAtMzcgLTAuNXQtMzEgLTJ0LTI4LjUgLTUuNXQtMjIgLTExdC0xOCAtMTcuNXQtOS41IC0yNi41dC00IC0zN2gtNTB2MzAwIGgxMDAwdi0zMDB6TTE3NSAxMDAwaC03NXYtODAwaDc1bC0xMjUgLTE2N2wtMTI1IDE2N2g3NXY4MDBoLTc1bDEyNSAxNjd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1MTsiIGQ9Ik0xMTAwIDkwMGgtNTBxMCAyMSAtNCAzN3QtOS41IDI2LjV0LTE4IDE3LjV0LTIyIDExdC0yOC41IDUuNXQtMzEgMnQtMzcgMC41aC0yMDB2LTY1MHEwIC0yMiAyNSAtMzQuNXQ1MCAtMTMuNWwyNSAtMnYtMTAwaC00MDB2MTAwcTQgMCAxMSAwLjV0MjQgM3QzMCA3dDI0IDE1dDExIDI0LjV2NjUwaC0yMDBxLTI1IDAgLTM3IC0wLjV0LTMxIC0ydC0yOC41IC01LjV0LTIyIC0xMXQtMTggLTE3LjV0LTkuNSAtMjYuNXQtNCAtMzdoLTUwdjMwMCBoMTAwMHYtMzAwek0xMTY3IDUwbC0xNjcgLTEyNXY3NWgtODAwdi03NWwtMTY3IDEyNWwxNjcgMTI1di03NWg4MDB2NzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1MjsiIGQ9Ik01MCAxMTAwaDYwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC02MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDgwMGgxMDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA1MDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTgwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMjAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTEwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1MzsiIGQ9Ik0yNTAgMTEwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA4MDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAgcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMjUwIDUwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCAyMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDU0OyIgZD0iTTUwMCA5NTB2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg2MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNjAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXpNMTAwIDY1MHYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDEwMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41ek0zMDAgMzUwdjEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTgwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV6TTAgNTB2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDAgcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDU1OyIgZD0iTTUwIDExMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA4MDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAgcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMjAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTEwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1NjsiIGQ9Ik01MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTM1MCAxMTAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMzUwIDgwMGg4MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTM1MCA1MDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDAgcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zNTAgMjAwaDgwMCBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNTc7IiBkPSJNNDAwIDBoLTEwMHYxMTAwaDEwMHYtMTEwMHpNNTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTUwIDgwMGg1MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMjY3IDU1MGwtMTY3IC0xMjV2NzVoLTIwMHYxMDBoMjAwdjc1ek01NTAgNTAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTU1MCAyMDBoNjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC02MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1ODsiIGQ9Ik01MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTkwMCAwaC0xMDB2MTEwMGgxMDB2LTExMDB6TTUwIDgwMGg1MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTEwMCA2MDBoMjAwdi0xMDBoLTIwMHYtNzVsLTE2NyAxMjVsMTY3IDEyNXYtNzV6TTUwIDUwMGgzMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCAyMDBoNjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC02MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1OTsiIGQ9Ik03NSAxMDAwaDc1MHEzMSAwIDUzIC0yMnQyMiAtNTN2LTY1MHEwIC0zMSAtMjIgLTUzdC01MyAtMjJoLTc1MHEtMzEgMCAtNTMgMjJ0LTIyIDUzdjY1MHEwIDMxIDIyIDUzdDUzIDIyek0xMjAwIDMwMGwtMzAwIDMwMGwzMDAgMzAwdi02MDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA2MDsiIGQ9Ik00NCAxMTAwaDExMTJxMTggMCAzMSAtMTN0MTMgLTMxdi0xMDEycTAgLTE4IC0xMyAtMzF0LTMxIC0xM2gtMTExMnEtMTggMCAtMzEgMTN0LTEzIDMxdjEwMTJxMCAxOCAxMyAzMXQzMSAxM3pNMTAwIDEwMDB2LTczN2wyNDcgMTgybDI5OCAtMTMxbC03NCAxNTZsMjkzIDMxOGwyMzYgLTI4OHY1MDBoLTEwMDB6TTM0MiA4ODRxNTYgMCA5NSAtMzl0MzkgLTk0LjV0LTM5IC05NXQtOTUgLTM5LjV0LTk1IDM5LjV0LTM5IDk1dDM5IDk0LjUgdDk1IDM5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjI7IiBkPSJNNjQ4IDExNjlxMTE3IDAgMjE2IC02MHQxNTYuNSAtMTYxdDU3LjUgLTIxOHEwIC0xMTUgLTcwIC0yNThxLTY5IC0xMDkgLTE1OCAtMjI1LjV0LTE0MyAtMTc5LjVsLTU0IC02MnEtOSA4IC0yNS41IDI0LjV0LTYzLjUgNjcuNXQtOTEgMTAzdC05OC41IDEyOHQtOTUuNSAxNDhxLTYwIDEzMiAtNjAgMjQ5cTAgODggMzQgMTY5LjV0OTEuNSAxNDJ0MTM3IDk2LjV0MTY2LjUgMzZ6TTY1Mi41IDk3NHEtOTEuNSAwIC0xNTYuNSAtNjUgdC02NSAtMTU3dDY1IC0xNTYuNXQxNTYuNSAtNjQuNXQxNTYuNSA2NC41dDY1IDE1Ni41dC02NSAxNTd0LTE1Ni41IDY1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjM7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTYwMCAxNzN2ODU0cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjUgdDE1NS41IC0xNTUuNXQyMTQuNSAtNTd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA2NDsiIGQ9Ik01NTQgMTI5NXEyMSAtNzIgNTcuNSAtMTQzLjV0NzYgLTEzMHQ4MyAtMTE4dDgyLjUgLTExN3Q3MCAtMTE2dDQ5LjUgLTEyNnQxOC41IC0xMzYuNXEwIC03MSAtMjUuNSAtMTM1dC02OC41IC0xMTF0LTk5IC04MnQtMTE4LjUgLTU0dC0xMjUuNSAtMjNxLTg0IDUgLTE2MS41IDM0dC0xMzkuNSA3OC41dC05OSAxMjV0LTM3IDE2NC41cTAgNjkgMTggMTM2LjV0NDkuNSAxMjYuNXQ2OS41IDExNi41dDgxLjUgMTE3LjV0ODMuNSAxMTkgdDc2LjUgMTMxdDU4LjUgMTQzek0zNDQgNzEwcS0yMyAtMzMgLTQzLjUgLTcwLjV0LTQwLjUgLTEwMi41dC0xNyAtMTIzcTEgLTM3IDE0LjUgLTY5LjV0MzAgLTUydDQxIC0zN3QzOC41IC0yNC41dDMzIC0xNXEyMSAtNyAzMiAtMXQxMyAyMmw2IDM0cTIgMTAgLTIuNSAyMnQtMTMuNSAxOXEtNSA0IC0xNCAxMnQtMjkuNSA0MC41dC0zMi41IDczLjVxLTI2IDg5IDYgMjcxcTIgMTEgLTYgMTFxLTggMSAtMTUgLTEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjU7IiBkPSJNMTAwMCAxMDEzbDEwOCAxMTVxMiAxIDUgMnQxMyAydDIwLjUgLTF0MjUgLTkuNXQyOC41IC0yMS41cTIyIC0yMiAyNyAtNDN0MCAtMzJsLTYgLTEwbC0xMDggLTExNXpNMzUwIDExMDBoNDAwcTUwIDAgMTA1IC0xM2wtMTg3IC0xODdoLTM2OHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNTAwcTAgLTQxIDI5LjUgLTcwLjV0NzAuNSAtMjkuNWg1MDBxNDEgMCA3MC41IDI5LjV0MjkuNSA3MC41djE4MmwyMDAgMjAwdi0zMzIgcTAgLTE2NSAtOTMuNSAtMjU3LjV0LTI1Ni41IC05Mi41aC00MDBxLTE2NSAwIC0yNTcuNSA5Mi41dC05Mi41IDI1Ny41djQwMHEwIDE2NSA5Mi41IDI1Ny41dDI1Ny41IDkyLjV6TTEwMDkgODAzbC0zNjIgLTM2MmwtMTYxIC01MGw1NSAxNzBsMzU1IDM1NXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDY2OyIgZD0iTTM1MCAxMTAwaDM2MXEtMTY0IC0xNDYgLTIxNiAtMjAwaC0xOTVxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNWwyMDAgMTUzdi0xMDNxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwcTAgMTY1IDkyLjUgMjU3LjV0MjU3LjUgOTIuNXogTTgyNCAxMDczbDMzOSAtMzAxcTggLTcgOCAtMTcuNXQtOCAtMTcuNWwtMzQwIC0zMDZxLTcgLTYgLTEyLjUgLTR0LTYuNSAxMXYyMDNxLTI2IDEgLTU0LjUgMHQtNzguNSAtNy41dC05MiAtMTcuNXQtODYgLTM1dC03MCAtNTdxMTAgNTkgMzMgMTA4dDUxLjUgODEuNXQ2NSA1OC41dDY4LjUgNDAuNXQ2NyAyNC41dDU2IDEzLjV0NDAgNC41djIxMHExIDEwIDYuNSAxMi41dDEzLjUgLTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDY3OyIgZD0iTTM1MCAxMTAwaDM1MHE2MCAwIDEyNyAtMjNsLTE3OCAtMTc3aC0zNDlxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNXY2OWwyMDAgMjAwdi0yMTlxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwcTAgMTY1IDkyLjUgMjU3LjV0MjU3LjUgOTIuNXogTTY0MyA2MzlsMzk1IDM5NXE3IDcgMTcuNSA3dDE3LjUgLTdsMTAxIC0xMDFxNyAtNyA3IC0xNy41dC03IC0xNy41bC01MzEgLTUzMnEtNyAtNyAtMTcuNSAtN3QtMTcuNSA3bC0yNDggMjQ4cS03IDcgLTcgMTcuNXQ3IDE3LjVsMTAxIDEwMXE3IDcgMTcuNSA3dDE3LjUgLTdsMTExIC0xMTFxOCAtNyAxOCAtN3QxOCA3eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjg7IiBkPSJNMzE4IDkxOGwyNjQgMjY0cTggOCAxOCA4dDE4IC04bDI2MCAtMjY0cTcgLTggNC41IC0xM3QtMTIuNSAtNWgtMTcwdi0yMDBoMjAwdjE3M3EwIDEwIDUgMTJ0MTMgLTVsMjY0IC0yNjBxOCAtNyA4IC0xNy41dC04IC0xNy41bC0yNjQgLTI2NXEtOCAtNyAtMTMgLTV0LTUgMTJ2MTczaC0yMDB2LTIwMGgxNzBxMTAgMCAxMi41IC01dC00LjUgLTEzbC0yNjAgLTI2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTI2NCAyNjRxLTggOCAtNS41IDEzIHQxMi41IDVoMTc1djIwMGgtMjAwdi0xNzNxMCAtMTAgLTUgLTEydC0xMyA1bC0yNjQgMjY1cS04IDcgLTggMTcuNXQ4IDE3LjVsMjY0IDI2MHE4IDcgMTMgNXQ1IC0xMnYtMTczaDIwMHYyMDBoLTE3NXEtMTAgMCAtMTIuNSA1dDUuNSAxM3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDczOyIgZD0iTTI1MCAxMDAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtODAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCAxMDAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtODAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNzQ7IiBkPSJNMTEwMCA5NTB2LTgwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY4MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDc1OyIgZD0iTTUwMCA2MTJ2NDM4cTAgMjEgMTAuNSAyNXQyNS41IC0xMGw0OTIgLTQ4MHExNSAtMTQgMTUgLTM1dC0xNSAtMzVsLTQ5MiAtNDgwcS0xNSAtMTQgLTI1LjUgLTEwdC0xMC41IDI1djQzOGwtNDY0IC00NTNxLTE1IC0xNCAtMjUuNSAtMTB0LTEwLjUgMjV2MTAwMHEwIDIxIDEwLjUgMjV0MjUuNSAtMTB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3NjsiIGQ9Ik0xMDQ4IDExMDJsMTAwIDFxMjAgMCAzNSAtMTQuNXQxNSAtMzUuNWw1IC0xMDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41bC0xMDAgLTFxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41bC0yIDQzN2wtNDYzIC00NTRxLTE0IC0xNSAtMjQuNSAtMTAuNXQtMTAuNSAyNS41bC0yIDQzN2wtNDYyIC00NTVxLTE1IC0xNCAtMjUuNSAtOS41dC0xMC41IDI0LjVsLTUgMTAwMHEwIDIxIDEwLjUgMjUuNXQyNS41IC0xMC41bDQ2NiAtNDUwIGwtMiA0MzhxMCAyMCAxMC41IDI0LjV0MjUuNSAtOS41bDQ2NiAtNDUxbC0yIDQzOHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3NzsiIGQ9Ik04NTAgMTEwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDM4bC00NjQgLTQ1M3EtMTUgLTE0IC0yNS41IC0xMHQtMTAuNSAyNXYxMDAwcTAgMjEgMTAuNSAyNXQyNS41IC0xMGw0NjQgLTQ1M3Y0MzhxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNzg7IiBkPSJNNjg2IDEwODFsNTAxIC01NDBxMTUgLTE1IDEwLjUgLTI2dC0yNi41IC0xMWgtMTA0MnEtMjIgMCAtMjYuNSAxMXQxMC41IDI2bDUwMSA1NDBxMTUgMTUgMzYgMTV0MzYgLTE1ek0xNTAgNDAwaDEwMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDgxOyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02NTAgOTAwaC0xMDBxLTIxIDAgLTM1LjUgLTE0LjV0LTE0LjUgLTM1LjV2LTE1MGgtMTUwIHEtMjEgMCAtMzUuNSAtMTQuNXQtMTQuNSAtMzUuNXYtMTAwcTAgLTIxIDE0LjUgLTM1LjV0MzUuNSAtMTQuNWgxNTB2LTE1MHEwIC0yMSAxNC41IC0zNS41dDM1LjUgLTE0LjVoMTAwcTIxIDAgMzUuNSAxNC41dDE0LjUgMzUuNXYxNTBoMTUwcTIxIDAgMzUuNSAxNC41dDE0LjUgMzUuNXYxMDBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTE1MHYxNTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4MjsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNODUwIDcwMGgtNTAwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di0xMDBxMCAtMjEgMTQuNSAtMzUuNSB0MzUuNSAtMTQuNWg1MDBxMjEgMCAzNS41IDE0LjV0MTQuNSAzNS41djEwMHEwIDIxIC0xNC41IDM1LjV0LTM1LjUgMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDgzOyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek03NDEuNSA5MTNxLTEyLjUgMCAtMjEuNSAtOWwtMTIwIC0xMjBsLTEyMCAxMjBxLTkgOSAtMjEuNSA5IHQtMjEuNSAtOWwtMTQxIC0xNDFxLTkgLTkgLTkgLTIxLjV0OSAtMjEuNWwxMjAgLTEyMGwtMTIwIC0xMjBxLTkgLTkgLTkgLTIxLjV0OSAtMjEuNWwxNDEgLTE0MXE5IC05IDIxLjUgLTl0MjEuNSA5bDEyMCAxMjBsMTIwIC0xMjBxOSAtOSAyMS41IC05dDIxLjUgOWwxNDEgMTQxcTkgOSA5IDIxLjV0LTkgMjEuNWwtMTIwIDEyMGwxMjAgMTIwcTkgOSA5IDIxLjV0LTkgMjEuNWwtMTQxIDE0MXEtOSA5IC0yMS41IDl6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4NDsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNNTQ2IDYyM2wtODQgODVxLTcgNyAtMTcuNSA3dC0xOC41IC03bC0xMzkgLTEzOXEtNyAtOCAtNyAtMTh0NyAtMTggbDI0MiAtMjQxcTcgLTggMTcuNSAtOHQxNy41IDhsMzc1IDM3NXE3IDcgNyAxNy41dC03IDE4LjVsLTEzOSAxMzlxLTcgNyAtMTcuNSA3dC0xNy41IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODU7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTU4OCA5NDFxLTI5IDAgLTU5IC01LjV0LTYzIC0yMC41dC01OCAtMzguNXQtNDEuNSAtNjN0LTE2LjUgLTg5LjUgcTAgLTI1IDIwIC0yNWgxMzFxMzAgLTUgMzUgMTFxNiAyMCAyMC41IDI4dDQ1LjUgOHEyMCAwIDMxLjUgLTEwLjV0MTEuNSAtMjguNXEwIC0yMyAtNyAtMzR0LTI2IC0xOHEtMSAwIC0xMy41IC00dC0xOS41IC03LjV0LTIwIC0xMC41dC0yMiAtMTd0LTE4LjUgLTI0dC0xNS41IC0zNXQtOCAtNDZxLTEgLTggNS41IC0xNi41dDIwLjUgLTguNWgxNzNxNyAwIDIyIDh0MzUgMjh0MzcuNSA0OHQyOS41IDc0dDEyIDEwMHEwIDQ3IC0xNyA4MyB0LTQyLjUgNTd0LTU5LjUgMzQuNXQtNjQgMTh0LTU5IDQuNXpNNjc1IDQwMGgtMTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2MTUwcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDg2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02NzUgMTAwMGgtMTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMTUwcTAgLTEwIDcuNSAtMTcuNSB0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djE1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6TTY3NSA3MDBoLTI1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoNzV2LTIwMGgtNzVxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di01MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDM1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djUwcTAgMTAgLTcuNSAxNy41IHQtMTcuNSA3LjVoLTc1djI3NXEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4NzsiIGQ9Ik01MjUgMTIwMGgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xOTRxMTAzIC0yNyAxNzguNSAtMTAyLjV0MTAyLjUgLTE3OC41aDE5NHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE5NHEtMjcgLTEwMyAtMTAyLjUgLTE3OC41dC0xNzguNSAtMTAyLjV2LTE5NHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE5NCBxLTEwMyAyNyAtMTc4LjUgMTAyLjV0LTEwMi41IDE3OC41aC0xOTRxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgxOTRxMjcgMTAzIDEwMi41IDE3OC41dDE3OC41IDEwMi41djE5NHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek03MDAgODkzdi0xNjhxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNjhxLTY4IC0yMyAtMTE5IC03NCB0LTc0IC0xMTloMTY4cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTY4cTIzIC02OCA3NCAtMTE5dDExOSAtNzR2MTY4cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTY4cTY4IDIzIDExOSA3NHQ3NCAxMTloLTE2OHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDE2OCBxLTIzIDY4IC03NCAxMTl0LTExOSA3NHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDg4OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjV0NTcgLTIxNC41IHQxNTUuNSAtMTU1LjV0MjE0LjUgLTU3dDIxNC41IDU3dDE1NS41IDE1NS41dDU3IDIxNC41dC01NyAyMTQuNXQtMTU1LjUgMTU1LjV0LTIxNC41IDU3ek03NTkgODIzbDY0IC02NHE3IC03IDcgLTE3LjV0LTcgLTE3LjVsLTEyNCAtMTI0bDEyNCAtMTI0cTcgLTcgNyAtMTcuNXQtNyAtMTcuNWwtNjQgLTY0cS03IC03IC0xNy41IC03dC0xNy41IDdsLTEyNCAxMjRsLTEyNCAtMTI0cS03IC03IC0xNy41IC03dC0xNy41IDdsLTY0IDY0IHEtNyA3IC03IDE3LjV0NyAxNy41bDEyNCAxMjRsLTEyNCAxMjRxLTcgNyAtNyAxNy41dDcgMTcuNWw2NCA2NHE3IDcgMTcuNSA3dDE3LjUgLTdsMTI0IC0xMjRsMTI0IDEyNHE3IDcgMTcuNSA3dDE3LjUgLTd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4OTsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNNjAwIDEwMjdxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41dDU3IC0yMTQuNSB0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXQtNTcgMjE0LjV0LTE1NS41IDE1NS41dC0yMTQuNSA1N3pNNzgyIDc4OGwxMDYgLTEwNnE3IC03IDcgLTE3LjV0LTcgLTE3LjVsLTMyMCAtMzIxcS04IC03IC0xOCAtN3QtMTggN2wtMjAyIDIwM3EtOCA3IC04IDE3LjV0OCAxNy41bDEwNiAxMDZxNyA4IDE3LjUgOHQxNy41IC04bDc5IC03OWwxOTcgMTk3cTcgNyAxNy41IDd0MTcuNSAtN3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDkwOyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjVxMCAtMTIwIDY1IC0yMjUgbDU4NyA1ODdxLTEwNSA2NSAtMjI1IDY1ek05NjUgODE5bC01ODQgLTU4NHExMDQgLTYyIDIxOSAtNjJxMTE2IDAgMjE0LjUgNTd0MTU1LjUgMTU1LjV0NTcgMjE0LjVxMCAxMTUgLTYyIDIxOXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDkxOyIgZD0iTTM5IDU4Mmw1MjIgNDI3cTE2IDEzIDI3LjUgOHQxMS41IC0yNnYtMjkxaDU1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC01NTB2LTI5MXEwIC0yMSAtMTEuNSAtMjZ0LTI3LjUgOGwtNTIyIDQyN3EtMTYgMTMgLTE2IDMydDE2IDMyeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwOTI7IiBkPSJNNjM5IDEwMDlsNTIyIC00MjdxMTYgLTEzIDE2IC0zMnQtMTYgLTMybC01MjIgLTQyN3EtMTYgLTEzIC0yNy41IC04dC0xMS41IDI2djI5MWgtNTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDU1MHYyOTFxMCAyMSAxMS41IDI2dDI3LjUgLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5MzsiIGQ9Ik02ODIgMTE2MWw0MjcgLTUyMnExMyAtMTYgOCAtMjcuNXQtMjYgLTExLjVoLTI5MXYtNTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djU1MGgtMjkxcS0yMSAwIC0yNiAxMS41dDggMjcuNWw0MjcgNTIycTEzIDE2IDMyIDE2dDMyIC0xNnoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDk0OyIgZD0iTTU1MCAxMjAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTUwaDI5MXEyMSAwIDI2IC0xMS41dC04IC0yNy41bC00MjcgLTUyMnEtMTMgLTE2IC0zMiAtMTZ0LTMyIDE2bC00MjcgNTIycS0xMyAxNiAtOCAyNy41dDI2IDExLjVoMjkxdjU1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5NTsiIGQ9Ik02MzkgMTEwOWw1MjIgLTQyN3ExNiAtMTMgMTYgLTMydC0xNiAtMzJsLTUyMiAtNDI3cS0xNiAtMTMgLTI3LjUgLTh0LTExLjUgMjZ2MjkxcS05NCAtMiAtMTgyIC0yMHQtMTcwLjUgLTUydC0xNDcgLTkyLjV0LTEwMC41IC0xMzUuNXE1IDEwNSAyNyAxOTMuNXQ2Ny41IDE2N3QxMTMgMTM1dDE2NyA5MS41dDIyNS41IDQydjI2MnEwIDIxIDExLjUgMjZ0MjcuNSAtOHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMDk3OyIgZD0iTTEwMTQgMTEyMGwxMDYgLTEwNnE3IC04IDcgLTE4dC03IC0xOGwtMjQ5IC0yNDlsOTQgLTk0cTE0IC0xNCAxMCAtMjQuNXQtMjUgLTEwLjVoLTMwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MzAwcTAgMjEgMTAuNSAyNXQyNC41IC0xMGw5NCAtOTRsMjQ5IDI0OXE4IDcgMTggN3QxOCAtN3pNMjUwIDYwMGgzMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTMwMHEwIC0yMSAtMTAuNSAtMjV0LTI0LjUgMTBsLTk0IDk0IGwtMjQ5IC0yNDlxLTggLTcgLTE4IC03dC0xOCA3bC0xMDYgMTA2cS03IDggLTcgMTh0NyAxOGwyNDkgMjQ5bC05NCA5NHEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTAxOyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek03MDQgOTAwaC0yMDhxLTIwIDAgLTMyIC0xNC41dC04IC0zNC41bDU4IC0zMDJxNCAtMjAgMjEuNSAtMzQuNSB0MzcuNSAtMTQuNWg1NHEyMCAwIDM3LjUgMTQuNXQyMS41IDM0LjVsNTggMzAycTQgMjAgLTggMzQuNXQtMzIgMTQuNXpNNjc1IDQwMGgtMTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2MTUwcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTAyOyIgZD0iTTI2MCAxMjAwcTkgMCAxOSAtMnQxNSAtNGw1IC0ycTIyIC0xMCA0NCAtMjNsMTk2IC0xMThxMjEgLTEzIDM2IC0yNHEyOSAtMjEgMzcgLTEycTExIDEzIDQ5IDM1bDE5NiAxMThxMjIgMTMgNDUgMjNxMTcgNyAzOCA3cTIzIDAgNDcgLTE2LjV0MzcgLTMzLjVsMTMgLTE2cTE0IC0yMSAxOCAtNDVsMjUgLTEyM2w4IC00NHExIC05IDguNSAtMTQuNXQxNy41IC01LjVoNjFxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MCBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTE3NWgtNDAwdjMwMGgtMjAwdi0zMDBoLTQwMHYxNzVxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNjFxMTEgMCAxOCAzdDcgOHEwIDQgOSA1MmwyNSAxMjhxNSAyNSAxOSA0NXEyIDMgNSA3dDEzLjUgMTV0MjEuNSAxOS41dDI2LjUgMTUuNSB0MjkuNSA3ek05MTUgMTA3OWwtMTY2IC0xNjJxLTcgLTcgLTUgLTEydDEyIC01aDIxOXExMCAwIDE1IDd0MiAxN2wtNTEgMTQ5cS0zIDEwIC0xMSAxMnQtMTUgLTZ6TTQ2MyA5MTdsLTE3NyAxNTdxLTggNyAtMTYgNXQtMTEgLTEybC01MSAtMTQzcS0zIC0xMCAyIC0xN3QxNSAtN2gyMzFxMTEgMCAxMi41IDV0LTUuNSAxMnpNNTAwIDBoLTM3NXEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM3NWg0MDB2LTQwMHpNMTEwMCA0MDB2LTM3NSBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0zNzV2NDAwaDQwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTAzOyIgZD0iTTExNjUgMTE5MHE4IDMgMjEgLTYuNXQxMyAtMTcuNXEtMiAtMTc4IC0yNC41IC0zMjMuNXQtNTUuNSAtMjQ1LjV0LTg3IC0xNzQuNXQtMTAyLjUgLTExOC41dC0xMTggLTY4LjV0LTExOC41IC0zM3QtMTIwIC00LjV0LTEwNSA5LjV0LTkwIDE2LjVxLTYxIDEyIC03OCAxMXEtNCAxIC0xMi41IDB0LTM0IC0xNC41dC01Mi41IC00MC41bC0xNTMgLTE1M3EtMjYgLTI0IC0zNyAtMTQuNXQtMTEgNDMuNXEwIDY0IDQyIDEwMnE4IDggNTAuNSA0NSB0NjYuNSA1OHExOSAxNyAzNSA0N3QxMyA2MXEtOSA1NSAtMTAgMTAyLjV0NyAxMTF0MzcgMTMwdDc4IDEyOS41cTM5IDUxIDgwIDg4dDg5LjUgNjMuNXQ5NC41IDQ1dDExMy41IDM2dDEyOSAzMXQxNTcuNSAzN3QxODIgNDcuNXpNMTExNiAxMDk4cS04IDkgLTIyLjUgLTN0LTQ1LjUgLTUwcS0zOCAtNDcgLTExOSAtMTAzLjV0LTE0MiAtODkuNWwtNjIgLTMzcS01NiAtMzAgLTEwMiAtNTd0LTEwNCAtNjh0LTEwMi41IC04MC41dC04NS41IC05MSB0LTY0IC0xMDQuNXEtMjQgLTU2IC0zMSAtODZ0MiAtMzJ0MzEuNSAxNy41dDU1LjUgNTkuNXEyNSAzMCA5NCA3NS41dDEyNS41IDc3LjV0MTQ3LjUgODFxNzAgMzcgMTE4LjUgNjl0MTAyIDc5LjV0OTkgMTExdDg2LjUgMTQ4LjVxMjIgNTAgMjQgNjB0LTYgMTl6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNDsiIGQ9Ik02NTMgMTIzMXEtMzkgLTY3IC01NC41IC0xMzF0LTEwLjUgLTExNC41dDI0LjUgLTk2LjV0NDcuNSAtODB0NjMuNSAtNjIuNXQ2OC41IC00Ni41dDY1IC0zMHEtNCA3IC0xNy41IDM1dC0xOC41IDM5LjV0LTE3IDM5LjV0LTE3IDQzdC0xMyA0MnQtOS41IDQ0LjV0LTIgNDJ0NCA0M3QxMy41IDM5dDIzIDM4LjVxOTYgLTQyIDE2NSAtMTA3LjV0MTA1IC0xMzh0NTIgLTE1NnQxMyAtMTU5dC0xOSAtMTQ5LjVxLTEzIC01NSAtNDQgLTEwNi41IHQtNjggLTg3dC03OC41IC02NC41dC03Mi41IC00NXQtNTMgLTIycS03MiAtMjIgLTEyNyAtMTFxLTMxIDYgLTEzIDE5cTYgMyAxNyA3cTEzIDUgMzIuNSAyMXQ0MSA0NHQzOC41IDYzLjV0MjEuNSA4MS41dC02LjUgOTQuNXQtNTAgMTA3dC0xMDQgMTE1LjVxMTAgLTEwNCAtMC41IC0xODl0LTM3IC0xNDAuNXQtNjUgLTkzdC04NCAtNTJ0LTkzLjUgLTExdC05NSAyNC41cS04MCAzNiAtMTMxLjUgMTE0dC01My41IDE3MXEtMiAyMyAwIDQ5LjUgdDQuNSA1Mi41dDEzLjUgNTZ0MjcuNSA2MHQ0NiA2NC41dDY5LjUgNjguNXEtOCAtNTMgLTUgLTEwMi41dDE3LjUgLTkwdDM0IC02OC41dDQ0LjUgLTM5dDQ5IC0ycTMxIDEzIDM4LjUgMzZ0LTQuNSA1NXQtMjkgNjQuNXQtMzYgNzV0LTI2IDc1LjVxLTE1IDg1IDIgMTYxLjV0NTMuNSAxMjguNXQ4NS41IDkyLjV0OTMuNSA2MXQ4MS41IDI1LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNTsiIGQ9Ik02MDAgMTA5NHE4MiAwIDE2MC41IC0yMi41dDE0MCAtNTl0MTE2LjUgLTgyLjV0OTQuNSAtOTV0NjggLTk1dDQyLjUgLTgyLjV0MTQgLTU3LjV0LTE0IC01Ny41dC00MyAtODIuNXQtNjguNSAtOTV0LTk0LjUgLTk1dC0xMTYuNSAtODIuNXQtMTQwIC01OXQtMTU5LjUgLTIyLjV0LTE1OS41IDIyLjV0LTE0MCA1OXQtMTE2LjUgODIuNXQtOTQuNSA5NXQtNjguNSA5NXQtNDMgODIuNXQtMTQgNTcuNXQxNCA1Ny41dDQyLjUgODIuNXQ2OCA5NSB0OTQuNSA5NXQxMTYuNSA4Mi41dDE0MCA1OXQxNjAuNSAyMi41ek04ODggODI5cS0xNSAxNSAtMTggMTJ0NSAtMjJxMjUgLTU3IDI1IC0xMTlxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4dC0yMTIgODh0LTg4IDIxMnEwIDU5IDIzIDExNHE4IDE5IDQuNSAyMnQtMTcuNSAtMTJxLTcwIC02OSAtMTYwIC0xODRxLTEzIC0xNiAtMTUgLTQwLjV0OSAtNDIuNXEyMiAtMzYgNDcgLTcxdDcwIC04MnQ5Mi41IC04MXQxMTMgLTU4LjV0MTMzLjUgLTI0LjUgdDEzMy41IDI0dDExMyA1OC41dDkyLjUgODEuNXQ3MCA4MS41dDQ3IDcwLjVxMTEgMTggOSA0Mi41dC0xNCA0MS41cS05MCAxMTcgLTE2MyAxODl6TTQ0OCA3MjdsLTM1IC0zNnEtMTUgLTE1IC0xOS41IC0zOC41dDQuNSAtNDEuNXEzNyAtNjggOTMgLTExNnExNiAtMTMgMzguNSAtMTF0MzYuNSAxN2wzNSAzNHExNCAxNSAxMi41IDMzLjV0LTE2LjUgMzMuNXEtNDQgNDQgLTg5IDExN3EtMTEgMTggLTI4IDIwdC0zMiAtMTJ6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNjsiIGQ9Ik01OTIgMGgtMTQ4bDMxIDEyMHEtOTEgMjAgLTE3NS41IDY4LjV0LTE0My41IDEwNi41dC0xMDMuNSAxMTl0LTY2LjUgMTEwdC0yMiA3NnEwIDIxIDE0IDU3LjV0NDIuNSA4Mi41dDY4IDk1dDk0LjUgOTV0MTE2LjUgODIuNXQxNDAgNTl0MTYwLjUgMjIuNXE2MSAwIDEyNiAtMTVsMzIgMTIxaDE0OHpNOTQ0IDc3MGw0NyAxODFxMTA4IC04NSAxNzYuNSAtMTkydDY4LjUgLTE1OXEwIC0yNiAtMTkuNSAtNzF0LTU5LjUgLTEwMnQtOTMgLTExMiB0LTEyOSAtMTA0LjV0LTE1OCAtNzUuNWw0NiAxNzNxNzcgNDkgMTM2IDExN3Q5NyAxMzFxMTEgMTggOSA0Mi41dC0xNCA0MS41cS01NCA3MCAtMTA3IDEzMHpNMzEwIDgyNHEtNzAgLTY5IC0xNjAgLTE4NHEtMTMgLTE2IC0xNSAtNDAuNXQ5IC00Mi41cTE4IC0zMCAzOSAtNjB0NTcgLTcwLjV0NzQgLTczdDkwIC02MXQxMDUgLTQxLjVsNDEgMTU0cS0xMDcgMTggLTE3OC41IDEwMS41dC03MS41IDE5My41cTAgNTkgMjMgMTE0cTggMTkgNC41IDIyIHQtMTcuNSAtMTJ6TTQ0OCA3MjdsLTM1IC0zNnEtMTUgLTE1IC0xOS41IC0zOC41dDQuNSAtNDEuNXEzNyAtNjggOTMgLTExNnExNiAtMTMgMzguNSAtMTF0MzYuNSAxN2wxMiAxMWwyMiA4NmwtMyA0cS00NCA0NCAtODkgMTE3cS0xMSAxOCAtMjggMjB0LTMyIC0xMnoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTA3OyIgZD0iTS05MCAxMDBsNjQyIDEwNjZxMjAgMzEgNDggMjguNXQ0OCAtMzUuNWw2NDIgLTEwNTZxMjEgLTMyIDcuNSAtNjcuNXQtNTAuNSAtMzUuNWgtMTI5NHEtMzcgMCAtNTAuNSAzNHQ3LjUgNjZ6TTE1NSAyMDBoMzQ1djc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzVoMzQ1bC00NDUgNzIzek00OTYgNzAwaDIwOHEyMCAwIDMyIC0xNC41dDggLTM0LjVsLTU4IC0yNTIgcS00IC0yMCAtMjEuNSAtMzQuNXQtMzcuNSAtMTQuNWgtNTRxLTIwIDAgLTM3LjUgMTQuNXQtMjEuNSAzNC41bC01OCAyNTJxLTQgMjAgOCAzNC41dDMyIDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwODsiIGQ9Ik02NTAgMTIwMHE2MiAwIDEwNiAtNDR0NDQgLTEwNnYtMzM5bDM2MyAtMzI1cTE1IC0xNCAyNiAtMzguNXQxMSAtNDQuNXYtNDFxMCAtMjAgLTEyIC0yNi41dC0yOSA1LjVsLTM1OSAyNDl2LTI2M3ExMDAgLTkzIDEwMCAtMTEzdi02NHEwIC0yMSAtMTMgLTI5dC0zMiAxbC0yMDUgMTI4bC0yMDUgLTEyOHEtMTkgLTkgLTMyIC0xdC0xMyAyOXY2NHEwIDIwIDEwMCAxMTN2MjYzbC0zNTkgLTI0OXEtMTcgLTEyIC0yOSAtNS41dC0xMiAyNi41djQxIHEwIDIwIDExIDQ0LjV0MjYgMzguNWwzNjMgMzI1djMzOXEwIDYyIDQ0IDEwNnQxMDYgNDR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwOTsiIGQ9Ik04NTAgMTIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaDUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoLTExMDB2MTUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMTAwIDgwMHYtNzUwcTAgLTIxIC0xNC41IC0zNS41IHQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NzUwaDExMDB6TTEwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTcwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTkwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA0MDAgdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek0xMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek0zMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek01MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTA7IiBkPSJNMTEzNSAxMTY1bDI0OSAtMjMwcTE1IC0xNCAxNSAtMzV0LTE1IC0zNWwtMjQ5IC0yMzBxLTE0IC0xNCAtMjQuNSAtMTB0LTEwLjUgMjV2MTUwaC0xNTlsLTYwMCAtNjAwaC0yOTFxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMjA5bDYwMCA2MDBoMjQxdjE1MHEwIDIxIDEwLjUgMjV0MjQuNSAtMTB6TTUyMiA4MTlsLTE0MSAtMTQxbC0xMjIgMTIyaC0yMDlxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDI5MXpNMTEzNSA1NjVsMjQ5IC0yMzBxMTUgLTE0IDE1IC0zNXQtMTUgLTM1bC0yNDkgLTIzMHEtMTQgLTE0IC0yNC41IC0xMHQtMTAuNSAyNXYxNTBoLTI0MWwtMTgxIDE4MWwxNDEgMTQxbDEyMiAtMTIyaDE1OXYxNTBxMCAyMSAxMC41IDI1dDI0LjUgLTEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTE7IiBkPSJNMTAwIDExMDBoMTAwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNjAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC01OTZsLTMwNCAtMzAwdjMwMGgtMTAwcS00MSAwIC03MC41IDI5LjV0LTI5LjUgNzAuNXY2MDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTI7IiBkPSJNMTUwIDEyMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yNTBoLTMwMHYyNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTIwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTI1MGgtMzAwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTExMDAgODAwdi0zMDBxMCAtNDEgLTMgLTc3LjV0LTE1IC04OS41dC0zMiAtOTZ0LTU4IC04OXQtODkgLTc3dC0xMjkgLTUxdC0xNzQgLTIwdC0xNzQgMjAgdC0xMjkgNTF0LTg5IDc3dC01OCA4OXQtMzIgOTZ0LTE1IDg5LjV0LTMgNzcuNXYzMDBoMzAwdi0yNTB2LTI3di00Mi41dDEuNSAtNDF0NSAtMzh0MTAgLTM1dDE2LjUgLTMwdDI1LjUgLTI0LjV0MzUgLTE5dDQ2LjUgLTEydDYwIC00dDYwIDQuNXQ0Ni41IDEyLjV0MzUgMTkuNXQyNSAyNS41dDE3IDMwLjV0MTAgMzV0NSAzOHQyIDQwLjV0LTAuNSA0MnYyNXYyNTBoMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTM7IiBkPSJNMTEwMCA0MTFsLTE5OCAtMTk5bC0zNTMgMzUzbC0zNTMgLTM1M2wtMTk3IDE5OWw1NTEgNTUxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTQ7IiBkPSJNMTEwMSA3ODlsLTU1MCAtNTUxbC01NTEgNTUxbDE5OCAxOTlsMzUzIC0zNTNsMzUzIDM1M3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTE1OyIgZD0iTTQwNCAxMDAwaDc0NnEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTUxaDE1MHEyMSAwIDI1IC0xMC41dC0xMCAtMjQuNWwtMjMwIC0yNDlxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI0OXEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNWgxNTB2NDAxaC0zODF6TTEzNSA5ODRsMjMwIC0yNDlxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNWgtMTUwdi00MDBoMzg1bDIxNSAtMjAwaC03NTBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXY1NTBoLTE1MHEtMjEgMCAtMjUgMTAuNXQxMCAyNC41bDIzMCAyNDlxMTQgMTUgMzUgMTV0MzUgLTE1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTY7IiBkPSJNNTYgMTIwMGg5NHExNyAwIDMxIC0xMXQxOCAtMjdsMzggLTE2Mmg4OTZxMjQgMCAzOSAtMTguNXQxMCAtNDIuNWwtMTAwIC00NzVxLTUgLTIxIC0yNyAtNDIuNXQtNTUgLTIxLjVoLTYzM2w0OCAtMjAwaDUzNXEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41dC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1MGgtMzAwdi01MCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjV0LTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaC0zMXEtMTggMCAtMzIuNSAxMHQtMjAuNSAxOWwtNSAxMGwtMjAxIDk2MWgtNTRxLTIwIDAgLTM1IDE0LjV0LTE1IDM1LjV0MTUgMzUuNXQzNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTc7IiBkPSJNMTIwMCAxMDAwdi0xMDBoLTEyMDB2MTAwaDIwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjVoMzAwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41aDUwMHpNMCA4MDBoMTIwMHYtODAwaC0xMjAwdjgwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTE4OyIgZD0iTTIwMCA4MDBsLTIwMCAtNDAwdjYwMGgyMDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41aDMwMHE0MiAwIDcxIC0yOS41dDI5IC03MC41aDUwMHYtMjAwaC0xMDAwek0xNTAwIDcwMGwtMzAwIC03MDBoLTEyMDBsMzAwIDcwMGgxMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTk7IiBkPSJNNjM1IDExODRsMjMwIC0yNDlxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNWgtMTUwdi02MDFoMTUwcTIxIDAgMjUgLTEwLjV0LTEwIC0yNC41bC0yMzAgLTI0OXEtMTQgLTE1IC0zNSAtMTV0LTM1IDE1bC0yMzAgMjQ5cS0xNCAxNCAtMTAgMjQuNXQyNSAxMC41aDE1MHY2MDFoLTE1MHEtMjEgMCAtMjUgMTAuNXQxMCAyNC41bDIzMCAyNDlxMTQgMTUgMzUgMTV0MzUgLTE1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMjA7IiBkPSJNOTM2IDg2NGwyNDkgLTIyOXExNCAtMTUgMTQgLTM1LjV0LTE0IC0zNS41bC0yNDkgLTIyOXEtMTUgLTE1IC0yNS41IC0xMC41dC0xMC41IDI0LjV2MTUxaC02MDB2LTE1MXEwIC0yMCAtMTAuNSAtMjQuNXQtMjUuNSAxMC41bC0yNDkgMjI5cS0xNCAxNSAtMTQgMzUuNXQxNCAzNS41bDI0OSAyMjlxMTUgMTUgMjUuNSAxMC41dDEwLjUgLTI1LjV2LTE0OWg2MDB2MTQ5cTAgMjEgMTAuNSAyNS41dDI1LjUgLTEwLjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyMTsiIGQ9Ik0xMTY5IDQwMGwtMTcyIDczMnEtNSAyMyAtMjMgNDUuNXQtMzggMjIuNWgtNjcycS0yMCAwIC0zOCAtMjB0LTIzIC00MWwtMTcyIC03MzloMTEzOHpNMTEwMCAzMDBoLTEwMDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTEwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoMTAwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2MTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41ek04MDAgMTAwdjEwMGgxMDB2LTEwMGgtMTAwIHpNMTAwMCAxMDB2MTAwaDEwMHYtMTAwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyMjsiIGQ9Ik0xMTUwIDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTg1MHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNXQtMzUuNSAxNC41dC0xNC41IDM1LjV2ODUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTAwMCAyMDBsLTY3NSAyMDBoLTM4bDQ3IC0yNzZxMyAtMTYgLTUuNSAtMjB0LTI5LjUgLTRoLTdoLTg0cS0yMCAwIC0zNC41IDE0dC0xOC41IDM1cS01NSAzMzcgLTU1IDM1MXYyNTB2NnEwIDE2IDEgMjMuNXQ2LjUgMTQgdDE3LjUgNi41aDIwMGw2NzUgMjUwdi04NTB6TTAgNzUwdi0yNTBxLTQgMCAtMTEgMC41dC0yNCA2dC0zMCAxNXQtMjQgMzB0LTExIDQ4LjV2NTBxMCAyNiAxMC41IDQ2dDI1IDMwdDI5IDE2dDI1LjUgN3oiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTIzOyIgZD0iTTU1MyAxMjAwaDk0cTIwIDAgMjkgLTEwLjV0MyAtMjkuNWwtMTggLTM3cTgzIC0xOSAxNDQgLTgyLjV0NzYgLTE0MC41bDYzIC0zMjdsMTE4IC0xNzNoMTdxMTkgMCAzMyAtMTQuNXQxNCAtMzV0LTEzIC00MC41dC0zMSAtMjdxLTggLTQgLTIzIC05LjV0LTY1IC0xOS41dC0xMDMgLTI1dC0xMzIuNSAtMjB0LTE1OC41IC05cS01NyAwIC0xMTUgNXQtMTA0IDEydC04OC41IDE1LjV0LTczLjUgMTcuNXQtNTQuNSAxNnQtMzUuNSAxMmwtMTEgNCBxLTE4IDggLTMxIDI4dC0xMyA0MC41dDE0IDM1dDMzIDE0LjVoMTdsMTE4IDE3M2w2MyAzMjdxMTUgNzcgNzYgMTQwdDE0NCA4M2wtMTggMzJxLTYgMTkgMy41IDMydDI4LjUgMTN6TTQ5OCAxMTBxNTAgLTYgMTAyIC02cTUzIDAgMTAyIDZxLTEyIC00OSAtMzkuNSAtNzkuNXQtNjIuNSAtMzAuNXQtNjMgMzAuNXQtMzkgNzkuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTI0OyIgZD0iTTgwMCA5NDZsMjI0IDc4bC03OCAtMjI0bDIzNCAtNDVsLTE4MCAtMTU1bDE4MCAtMTU1bC0yMzQgLTQ1bDc4IC0yMjRsLTIyNCA3OGwtNDUgLTIzNGwtMTU1IDE4MGwtMTU1IC0xODBsLTQ1IDIzNGwtMjI0IC03OGw3OCAyMjRsLTIzNCA0NWwxODAgMTU1bC0xODAgMTU1bDIzNCA0NWwtNzggMjI0bDIyNCAtNzhsNDUgMjM0bDE1NSAtMTgwbDE1NSAxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyNTsiIGQ9Ik02NTAgMTIwMGg1MHE0MCAwIDcwIC00MC41dDMwIC04NC41di0xNTBsLTI4IC0xMjVoMzI4cTQwIDAgNzAgLTQwLjV0MzAgLTg0LjV2LTEwMHEwIC00NSAtMjkgLTc0bC0yMzggLTM0NHEtMTYgLTI0IC0zOCAtNDAuNXQtNDUgLTE2LjVoLTI1MHEtNyAwIC00MiAyNXQtNjYgNTBsLTMxIDI1aC02MXEtNDUgMCAtNzIuNSAxOHQtMjcuNSA1N3Y0MDBxMCAzNiAyMCA2M2wxNDUgMTk2bDk2IDE5OHExMyAyOCAzNy41IDQ4dDUxLjUgMjB6IE02NTAgMTEwMGwtMTAwIC0yMTJsLTE1MCAtMjEzdi0zNzVoMTAwbDEzNiAtMTAwaDIxNGwyNTAgMzc1djEyNWgtNDUwbDUwIDIyNXYxNzVoLTUwek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTI2OyIgZD0iTTYwMCAxMTAwaDI1MHEyMyAwIDQ1IC0xNi41dDM4IC00MC41bDIzOCAtMzQ0cTI5IC0yOSAyOSAtNzR2LTEwMHEwIC00NCAtMzAgLTg0LjV0LTcwIC00MC41aC0zMjhxMjggLTExOCAyOCAtMTI1di0xNTBxMCAtNDQgLTMwIC04NC41dC03MCAtNDAuNWgtNTBxLTI3IDAgLTUxLjUgMjB0LTM3LjUgNDhsLTk2IDE5OGwtMTQ1IDE5NnEtMjAgMjcgLTIwIDYzdjQwMHEwIDM5IDI3LjUgNTd0NzIuNSAxOGg2MXExMjQgMTAwIDEzOSAxMDB6IE01MCAxMDAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTYzNiAxMDAwbC0xMzYgLTEwMGgtMTAwdi0zNzVsMTUwIC0yMTNsMTAwIC0yMTJoNTB2MTc1bC01MCAyMjVoNDUwdjEyNWwtMjUwIDM3NWgtMjE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMjc7IiBkPSJNMzU2IDg3M2wzNjMgMjMwcTMxIDE2IDUzIC02bDExMCAtMTEycTEzIC0xMyAxMy41IC0zMnQtMTEuNSAtMzRsLTg0IC0xMjFoMzAycTg0IDAgMTM4IC0zOHQ1NCAtMTEwdC01NSAtMTExdC0xMzkgLTM5aC0xMDZsLTEzMSAtMzM5cS02IC0yMSAtMTkuNSAtNDF0LTI4LjUgLTIwaC0zNDJxLTcgMCAtOTAgODF0LTgzIDk0djUyNXEwIDE3IDE0IDM1LjV0MjggMjguNXpNNDAwIDc5MnYtNTAzbDEwMCAtODloMjkzbDEzMSAzMzkgcTYgMjEgMTkuNSA0MXQyOC41IDIwaDIwM3EyMSAwIDMwLjUgMjV0MC41IDUwdC0zMSAyNWgtNDU2aC03aC02aC01LjV0LTYgMC41dC01IDEuNXQtNSAydC00IDIuNXQtNCA0dC0yLjUgNC41cS0xMiAyNSA1IDQ3bDE0NiAxODNsLTg2IDgzek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwIHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyODsiIGQ9Ik00NzUgMTEwM2wzNjYgLTIzMHEyIC0xIDYgLTMuNXQxNCAtMTAuNXQxOCAtMTYuNXQxNC41IC0yMHQ2LjUgLTIyLjV2LTUyNXEwIC0xMyAtODYgLTk0dC05MyAtODFoLTM0MnEtMTUgMCAtMjguNSAyMHQtMTkuNSA0MWwtMTMxIDMzOWgtMTA2cS04NSAwIC0xMzkuNSAzOXQtNTQuNSAxMTF0NTQgMTEwdDEzOCAzOGgzMDJsLTg1IDEyMXEtMTEgMTUgLTEwLjUgMzR0MTMuNSAzMmwxMTAgMTEycTIyIDIyIDUzIDZ6TTM3MCA5NDVsMTQ2IC0xODMgcTE3IC0yMiA1IC00N3EtMiAtMiAtMy41IC00LjV0LTQgLTR0LTQgLTIuNXQtNSAtMnQtNSAtMS41dC02IC0wLjVoLTZoLTYuNWgtNmgtNDc1di0xMDBoMjIxcTE1IDAgMjkgLTIwdDIwIC00MWwxMzAgLTMzOWgyOTRsMTA2IDg5djUwM2wtMzQyIDIzNnpNMTA1MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjUgdjUwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyOTsiIGQ9Ik01NTAgMTI5NHE3MiAwIDExMSAtNTV0MzkgLTEzOXYtMTA2bDMzOSAtMTMxcTIxIC02IDQxIC0xOS41dDIwIC0yOC41di0zNDJxMCAtNyAtODEgLTkwdC05NCAtODNoLTUyNXEtMTcgMCAtMzUuNSAxNHQtMjguNSAyOGwtOSAxNGwtMjMwIDM2M3EtMTYgMzEgNiA1M2wxMTIgMTEwcTEzIDEzIDMyIDEzLjV0MzQgLTExLjVsMTIxIC04NHYzMDJxMCA4NCAzOCAxMzh0MTEwIDU0ek02MDAgOTcydjIwM3EwIDIxIC0yNSAzMC41dC01MCAwLjUgdC0yNSAtMzF2LTQ1NnYtN3YtNnYtNS41dC0wLjUgLTZ0LTEuNSAtNXQtMiAtNXQtMi41IC00dC00IC00dC00LjUgLTIuNXEtMjUgLTEyIC00NyA1bC0xODMgMTQ2bC04MyAtODZsMjM2IC0zMzloNTAzbDg5IDEwMHYyOTNsLTMzOSAxMzFxLTIxIDYgLTQxIDE5LjV0LTIwIDI4LjV6TTQ1MCAyMDBoNTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTUwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzMDsiIGQ9Ik0zNTAgMTEwMGg1MDBxMjEgMCAzNS41IDE0LjV0MTQuNSAzNS41djEwMHEwIDIxIC0xNC41IDM1LjV0LTM1LjUgMTQuNWgtNTAwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di0xMDBxMCAtMjEgMTQuNSAtMzUuNXQzNS41IC0xNC41ek02MDAgMzA2di0xMDZxMCAtODQgLTM5IC0xMzl0LTExMSAtNTV0LTExMCA1NHQtMzggMTM4djMwMmwtMTIxIC04NHEtMTUgLTEyIC0zNCAtMTEuNXQtMzIgMTMuNWwtMTEyIDExMCBxLTIyIDIyIC02IDUzbDIzMCAzNjNxMSAyIDMuNSA2dDEwLjUgMTMuNXQxNi41IDE3dDIwIDEzLjV0MjIuNSA2aDUyNXExMyAwIDk0IC04M3Q4MSAtOTB2LTM0MnEwIC0xNSAtMjAgLTI4LjV0LTQxIC0xOS41ek0zMDggOTAwbC0yMzYgLTMzOWw4MyAtODZsMTgzIDE0NnEyMiAxNyA0NyA1cTIgLTEgNC41IC0yLjV0NCAtNHQyLjUgLTR0MiAtNXQxLjUgLTV0MC41IC02di01LjV2LTZ2LTd2LTQ1NnEwIC0yMiAyNSAtMzF0NTAgMC41dDI1IDMwLjUgdjIwM3EwIDE1IDIwIDI4LjV0NDEgMTkuNWwzMzkgMTMxdjI5M2wtODkgMTAwaC01MDN6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzMTsiIGQ9Ik02MDAgMTE3OHExMTggMCAyMjUgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNXQtNDUuNSAtMjI1dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjUgLTQ1LjV0LTIyNSA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjV0NDUuNSAyMjV0MTIzIDE4NC41dDE4NC41IDEyM3QyMjUgNDUuNXpNOTE0IDYzMmwtMjc1IDIyM3EtMTYgMTMgLTI3LjUgOHQtMTEuNSAtMjZ2LTEzN2gtMjc1IHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTE1MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDI3NXYtMTM3cTAgLTIxIDExLjUgLTI2dDI3LjUgOGwyNzUgMjIzcTE2IDEzIDE2IDMydC0xNiAzMnoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTMyOyIgZD0iTTYwMCAxMTc4cTExOCAwIDIyNSAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI1dC00NS41IC0yMjV0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNSAtNDUuNXQtMjI1IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNXQ0NS41IDIyNXQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNSA0NS41ek01NjEgODU1bC0yNzUgLTIyM3EtMTYgLTEzIC0xNiAtMzJ0MTYgLTMybDI3NSAtMjIzcTE2IC0xMyAyNy41IC04IHQxMS41IDI2djEzN2gyNzVxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXYxNTBxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41aC0yNzV2MTM3cTAgMjEgLTExLjUgMjZ0LTI3LjUgLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzMzsiIGQ9Ik02MDAgMTE3OHExMTggMCAyMjUgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNXQtNDUuNSAtMjI1dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjUgLTQ1LjV0LTIyNSA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjV0NDUuNSAyMjV0MTIzIDE4NC41dDE4NC41IDEyM3QyMjUgNDUuNXpNODU1IDYzOWwtMjIzIDI3NXEtMTMgMTYgLTMyIDE2dC0zMiAtMTZsLTIyMyAtMjc1cS0xMyAtMTYgLTggLTI3LjUgdDI2IC0xMS41aDEzN3YtMjc1cTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2Mjc1aDEzN3EyMSAwIDI2IDExLjV0LTggMjcuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTM0OyIgZD0iTTYwMCAxMTc4cTExOCAwIDIyNSAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI1dC00NS41IC0yMjV0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNSAtNDUuNXQtMjI1IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNXQ0NS41IDIyNXQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNSA0NS41ek02NzUgOTAwaC0xNTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di0yNzVoLTEzN3EtMjEgMCAtMjYgLTExLjUgdDggLTI3LjVsMjIzIC0yNzVxMTMgLTE2IDMyIC0xNnQzMiAxNmwyMjMgMjc1cTEzIDE2IDggMjcuNXQtMjYgMTEuNWgtMTM3djI3NXEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzNTsiIGQ9Ik02MDAgMTE3NnExMTYgMCAyMjIuNSAtNDZ0MTg0IC0xMjMuNXQxMjMuNSAtMTg0dDQ2IC0yMjIuNXQtNDYgLTIyMi41dC0xMjMuNSAtMTg0dC0xODQgLTEyMy41dC0yMjIuNSAtNDZ0LTIyMi41IDQ2dC0xODQgMTIzLjV0LTEyMy41IDE4NHQtNDYgMjIyLjV0NDYgMjIyLjV0MTIzLjUgMTg0dDE4NCAxMjMuNXQyMjIuNSA0NnpNNjI3IDExMDFxLTE1IC0xMiAtMzYuNSAtMjAuNXQtMzUuNSAtMTJ0LTQzIC04dC0zOSAtNi41IHEtMTUgLTMgLTQ1LjUgMHQtNDUuNSAtMnEtMjAgLTcgLTUxLjUgLTI2LjV0LTM0LjUgLTM0LjVxLTMgLTExIDYuNSAtMjIuNXQ4LjUgLTE4LjVxLTMgLTM0IC0yNy41IC05MXQtMjkuNSAtNzlxLTkgLTM0IDUgLTkzdDggLTg3cTAgLTkgMTcgLTQ0LjV0MTYgLTU5LjVxMTIgMCAyMyAtNXQyMy41IC0xNXQxOS41IC0xNHExNiAtOCAzMyAtMTV0NDAuNSAtMTV0MzQuNSAtMTJxMjEgLTkgNTIuNSAtMzJ0NjAgLTM4dDU3LjUgLTExIHE3IC0xNSAtMyAtMzR0LTIyLjUgLTQwdC05LjUgLTM4cTEzIC0yMSAyMyAtMzQuNXQyNy41IC0yNy41dDM2LjUgLTE4cTAgLTcgLTMuNSAtMTZ0LTMuNSAtMTR0NSAtMTdxMTA0IC0yIDIyMSAxMTJxMzAgMjkgNDYuNSA0N3QzNC41IDQ5dDIxIDYzcS0xMyA4IC0zNyA4LjV0LTM2IDcuNXEtMTUgNyAtNDkuNSAxNXQtNTEuNSAxOXEtMTggMCAtNDEgLTAuNXQtNDMgLTEuNXQtNDIgLTYuNXQtMzggLTE2LjVxLTUxIC0zNSAtNjYgLTEyIHEtNCAxIC0zLjUgMjUuNXQwLjUgMjUuNXEtNiAxMyAtMjYuNSAxNy41dC0yNC41IDYuNXExIDE1IC0wLjUgMzAuNXQtNyAyOHQtMTguNSAxMS41dC0zMSAtMjFxLTIzIC0yNSAtNDIgNHEtMTkgMjggLTggNThxNiAxNiAyMiAyMnE2IC0xIDI2IC0xLjV0MzMuNSAtNHQxOS41IC0xMy41cTcgLTEyIDE4IC0yNHQyMS41IC0yMC41dDIwIC0xNXQxNS41IC0xMC41bDUgLTNxMiAxMiA3LjUgMzAuNXQ4IDM0LjV0LTAuNSAzMnEtMyAxOCAzLjUgMjkgdDE4IDIyLjV0MTUuNSAyNC41cTYgMTQgMTAuNSAzNXQ4IDMxdDE1LjUgMjIuNXQzNCAyMi41cS02IDE4IDEwIDM2cTggMCAyNCAtMS41dDI0LjUgLTEuNXQyMCA0LjV0MjAuNSAxNS41cS0xMCAyMyAtMzEgNDIuNXQtMzcuNSAyOS41dC00OSAyN3QtNDMuNSAyM3EwIDEgMiA4dDMgMTEuNXQxLjUgMTAuNXQtMSA5LjV0LTQuNSA0LjVxMzEgLTEzIDU4LjUgLTE0LjV0MzguNSAyLjVsMTIgNXE1IDI4IC05LjUgNDZ0LTM2LjUgMjR0LTUwIDE1IHQtNDEgMjBxLTE4IC00IC0zNyAwek02MTMgOTk0cTAgLTE3IDggLTQydDE3IC00NXQ5IC0yM3EtOCAxIC0zOS41IDUuNXQtNTIuNSAxMHQtMzcgMTYuNXEzIDExIDE2IDI5LjV0MTYgMjUuNXExMCAtMTAgMTkgLTEwdDE0IDZ0MTMuNSAxNC41dDE2LjUgMTIuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTM2OyIgZD0iTTc1NiAxMTU3cTE2NCA5MiAzMDYgLTlsLTI1OSAtMTM4bDE0NSAtMjMybDI1MSAxMjZxNiAtODkgLTM0IC0xNTYuNXQtMTE3IC0xMTAuNXEtNjAgLTM0IC0xMjcgLTM5LjV0LTEyNiAxNi41bC01OTYgLTU5NnEtMTUgLTE2IC0zNi41IC0xNnQtMzYuNSAxNmwtMTExIDExMHEtMTUgMTUgLTE1IDM2LjV0MTUgMzcuNWw2MDAgNTk5cS0zNCAxMDEgNS41IDIwMS41dDEzNS41IDE1NC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMzc7IiBob3Jpei1hZHYteD0iMTIyMCIgZD0iTTEwMCAxMTk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNMTEwMCAxMDk2aC0yMDB2LTEwMGgyMDB2MTAwek0xMDAgNzk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMCBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djEwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTExMDAgNjk2aC01MDB2LTEwMGg1MDB2MTAwek0xMDAgMzk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNMTEwMCAyOTZoLTMwMHYtMTAwaDMwMHYxMDB6ICIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMzg7IiBkPSJNMTUwIDEyMDBoOTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41dC0xNC41IC0zNS41dC0zNS41IC0xNC41aC05MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTcwMCA1MDB2LTMwMGwtMjAwIC0yMDB2NTAwbC0zNTAgNTAwaDkwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTM5OyIgZD0iTTUwMCAxMjAwaDIwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtMTAwaDMwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNDAwaC01MDB2MTAwaC0yMDB2LTEwMGgtNTAwdjQwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjVoMzAwdjEwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTUwMCAxMTAwdi0xMDBoMjAwdjEwMGgtMjAwek0xMjAwIDQwMHYtMjAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC0xMDAwIHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MjAwaDEyMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0MDsiIGQ9Ik01MCAxMjAwaDMwMHEyMSAwIDI1IC0xMC41dC0xMCAtMjQuNWwtOTQgLTk0bDE5OSAtMTk5cTcgLTggNyAtMTh0LTcgLTE4bC0xMDYgLTEwNnEtOCAtNyAtMTggLTd0LTE4IDdsLTE5OSAxOTlsLTk0IC05NHEtMTQgLTE0IC0yNC41IC0xMHQtMTAuNSAyNXYzMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTIwMGgzMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTMwMHEwIC0yMSAtMTAuNSAtMjV0LTI0LjUgMTBsLTk0IDk0IGwtMTk5IC0xOTlxLTggLTcgLTE4IC03dC0xOCA3bC0xMDYgMTA2cS03IDggLTcgMTh0NyAxOGwxOTkgMTk5bC05NCA5NHEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNXpNMzY0IDQ3MGwxMDYgLTEwNnE3IC04IDcgLTE4dC03IC0xOGwtMTk5IC0xOTlsOTQgLTk0cTE0IC0xNCAxMCAtMjQuNXQtMjUgLTEwLjVoLTMwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MzAwcTAgMjEgMTAuNSAyNXQyNC41IC0xMGw5NCAtOTRsMTk5IDE5OSBxOCA3IDE4IDd0MTggLTd6TTEwNzEgMjcxbDk0IDk0cTE0IDE0IDI0LjUgMTB0MTAuNSAtMjV2LTMwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0yNSAxMC41dDEwIDI0LjVsOTQgOTRsLTE5OSAxOTlxLTcgOCAtNyAxOHQ3IDE4bDEwNiAxMDZxOCA3IDE4IDd0MTggLTd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0MTsiIGQ9Ik01OTYgMTE5MnExMjEgMCAyMzEuNSAtNDcuNXQxOTAgLTEyN3QxMjcgLTE5MHQ0Ny41IC0yMzEuNXQtNDcuNSAtMjMxLjV0LTEyNyAtMTkwLjV0LTE5MCAtMTI3dC0yMzEuNSAtNDd0LTIzMS41IDQ3dC0xOTAuNSAxMjd0LTEyNyAxOTAuNXQtNDcgMjMxLjV0NDcgMjMxLjV0MTI3IDE5MHQxOTAuNSAxMjd0MjMxLjUgNDcuNXpNNTk2IDEwMTBxLTExMiAwIC0yMDcuNSAtNTUuNXQtMTUxIC0xNTF0LTU1LjUgLTIwNy41dDU1LjUgLTIwNy41IHQxNTEgLTE1MXQyMDcuNSAtNTUuNXQyMDcuNSA1NS41dDE1MSAxNTF0NTUuNSAyMDcuNXQtNTUuNSAyMDcuNXQtMTUxIDE1MXQtMjA3LjUgNTUuNXpNNDU0LjUgOTA1cTIyLjUgMCAzOC41IC0xNnQxNiAtMzguNXQtMTYgLTM5dC0zOC41IC0xNi41dC0zOC41IDE2LjV0LTE2IDM5dDE2IDM4LjV0MzguNSAxNnpNNzU0LjUgOTA1cTIyLjUgMCAzOC41IC0xNnQxNiAtMzguNXQtMTYgLTM5dC0zOCAtMTYuNXEtMTQgMCAtMjkgMTBsLTU1IC0xNDUgcTE3IC0yMyAxNyAtNTFxMCAtMzYgLTI1LjUgLTYxLjV0LTYxLjUgLTI1LjV0LTYxLjUgMjUuNXQtMjUuNSA2MS41cTAgMzIgMjAuNSA1Ni41dDUxLjUgMjkuNWwxMjIgMTI2bDEgMXEtOSAxNCAtOSAyOHEwIDIzIDE2IDM5dDM4LjUgMTZ6TTM0NS41IDcwOXEyMi41IDAgMzguNSAtMTZ0MTYgLTM4LjV0LTE2IC0zOC41dC0zOC41IC0xNnQtMzguNSAxNnQtMTYgMzguNXQxNiAzOC41dDM4LjUgMTZ6TTg1NC41IDcwOXEyMi41IDAgMzguNSAtMTYgdDE2IC0zOC41dC0xNiAtMzguNXQtMzguNSAtMTZ0LTM4LjUgMTZ0LTE2IDM4LjV0MTYgMzguNXQzOC41IDE2eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNDI7IiBkPSJNNTQ2IDE3M2w0NjkgNDcwcTkxIDkxIDk5IDE5MnE3IDk4IC01MiAxNzUuNXQtMTU0IDk0LjVxLTIyIDQgLTQ3IDRxLTM0IDAgLTY2LjUgLTEwdC01Ni41IC0yM3QtNTUuNSAtMzh0LTQ4IC00MS41dC00OC41IC00Ny41cS0zNzYgLTM3NSAtMzkxIC0zOTBxLTMwIC0yNyAtNDUgLTQxLjV0LTM3LjUgLTQxdC0zMiAtNDYuNXQtMTYgLTQ3LjV0LTEuNSAtNTYuNXE5IC02MiA1My41IC05NXQ5OS41IC0zM3E3NCAwIDEyNSA1MWw1NDggNTQ4IHEzNiAzNiAyMCA3NXEtNyAxNiAtMjEuNSAyNnQtMzIuNSAxMHEtMjYgMCAtNTAgLTIzcS0xMyAtMTIgLTM5IC0zOGwtMzQxIC0zMzhxLTE1IC0xNSAtMzUuNSAtMTUuNXQtMzQuNSAxMy41dC0xNCAzNC41dDE0IDM0LjVxMzI3IDMzMyAzNjEgMzY3cTM1IDM1IDY3LjUgNTEuNXQ3OC41IDE2LjVxMTQgMCAyOSAtMXE0NCAtOCA3NC41IC0zNS41dDQzLjUgLTY4LjVxMTQgLTQ3IDIgLTk2LjV0LTQ3IC04NC41cS0xMiAtMTEgLTMyIC0zMiB0LTc5LjUgLTgxdC0xMTQuNSAtMTE1dC0xMjQuNSAtMTIzLjV0LTEyMyAtMTE5LjV0LTk2LjUgLTg5dC01NyAtNDVxLTU2IC0yNyAtMTIwIC0yN3EtNzAgMCAtMTI5IDMydC05MyA4OXEtNDggNzggLTM1IDE3M3Q4MSAxNjNsNTExIDUxMXE3MSA3MiAxMTEgOTZxOTEgNTUgMTk4IDU1cTgwIDAgMTUyIC0zM3E3OCAtMzYgMTI5LjUgLTEwM3Q2Ni41IC0xNTRxMTcgLTkzIC0xMSAtMTgzLjV0LTk0IC0xNTYuNWwtNDgyIC00NzYgcS0xNSAtMTUgLTM2IC0xNnQtMzcgMTR0LTE3LjUgMzR0MTQuNSAzNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTQzOyIgZD0iTTY0OSA5NDlxNDggNjggMTA5LjUgMTA0dDEyMS41IDM4LjV0MTE4LjUgLTIwdDEwMi41IC02NHQ3MSAtMTAwLjV0MjcgLTEyM3EwIC01NyAtMzMuNSAtMTE3LjV0LTk0IC0xMjQuNXQtMTI2LjUgLTEyNy41dC0xNTAgLTE1Mi41dC0xNDYgLTE3NHEtNjIgODUgLTE0NS41IDE3NHQtMTUwIDE1Mi41dC0xMjYuNSAxMjcuNXQtOTMuNSAxMjQuNXQtMzMuNSAxMTcuNXEwIDY0IDI4IDEyM3Q3MyAxMDAuNXQxMDQgNjR0MTE5IDIwIHQxMjAuNSAtMzguNXQxMDQuNSAtMTA0ek04OTYgOTcycS0zMyAwIC02NC41IC0xOXQtNTYuNSAtNDZ0LTQ3LjUgLTUzLjV0LTQzLjUgLTQ1LjV0LTM3LjUgLTE5dC0zNiAxOXQtNDAgNDUuNXQtNDMgNTMuNXQtNTQgNDZ0LTY1LjUgMTlxLTY3IDAgLTEyMi41IC01NS41dC01NS41IC0xMzIuNXEwIC0yMyAxMy41IC01MXQ0NiAtNjV0NTcuNSAtNjN0NzYgLTc1bDIyIC0yMnExNSAtMTQgNDQgLTQ0dDUwLjUgLTUxdDQ2IC00NHQ0MSAtMzV0MjMgLTEyIHQyMy41IDEydDQyLjUgMzZ0NDYgNDR0NTIuNSA1MnQ0NCA0M3E0IDQgMTIgMTNxNDMgNDEgNjMuNSA2MnQ1MiA1NXQ0NiA1NXQyNiA0NnQxMS41IDQ0cTAgNzkgLTUzIDEzMy41dC0xMjAgNTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTQ0OyIgZD0iTTc3Ni41IDEyMTRxOTMuNSAwIDE1OS41IC02NmwxNDEgLTE0MXE2NiAtNjYgNjYgLTE2MHEwIC00MiAtMjggLTk1LjV0LTYyIC04Ny41bC0yOSAtMjlxLTMxIDUzIC03NyA5OWwtMTggMThsOTUgOTVsLTI0NyAyNDhsLTM4OSAtMzg5bDIxMiAtMjEybC0xMDUgLTEwNmwtMTkgMThsLTE0MSAxNDFxLTY2IDY2IC02NiAxNTl0NjYgMTU5bDI4MyAyODNxNjUgNjYgMTU4LjUgNjZ6TTYwMCA3MDZsMTA1IDEwNXExMCAtOCAxOSAtMTdsMTQxIC0xNDEgcTY2IC02NiA2NiAtMTU5dC02NiAtMTU5bC0yODMgLTI4M3EtNjYgLTY2IC0xNTkgLTY2dC0xNTkgNjZsLTE0MSAxNDFxLTY2IDY2IC02NiAxNTkuNXQ2NiAxNTkuNWw1NSA1NXEyOSAtNTUgNzUgLTEwMmwxOCAtMTdsLTk1IC05NWwyNDcgLTI0OGwzODkgMzg5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNDU7IiBkPSJNNjAzIDEyMDBxODUgMCAxNjIgLTE1dDEyNyAtMzh0NzkgLTQ4dDI5IC00NnYtOTUzcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC02MDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djk1M3EwIDIxIDMwIDQ2LjV0ODEgNDh0MTI5IDM3LjV0MTYzIDE1ek0zMDAgMTAwMHYtNzAwaDYwMHY3MDBoLTYwMHpNNjAwIDI1NHEtNDMgMCAtNzMuNSAtMzAuNXQtMzAuNSAtNzMuNXQzMC41IC03My41dDczLjUgLTMwLjV0NzMuNSAzMC41IHQzMC41IDczLjV0LTMwLjUgNzMuNXQtNzMuNSAzMC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNDY7IiBkPSJNOTAyIDExODVsMjgzIC0yODJxMTUgLTE1IDE1IC0zNnQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNXQtMzUgMTVsLTM2IDM1bC0yNzkgLTI2N3YtMzAwbC0yMTIgMjEwbC0zMDggLTMwN2wtMjgwIC0yMDNsMjAzIDI4MGwzMDcgMzA4bC0yMTAgMjEyaDMwMGwyNjcgMjc5bC0zNSAzNnEtMTUgMTQgLTE1IDM1dDE0LjUgMzUuNXQzNS41IDE0LjV0MzUgLTE1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNDg7IiBkPSJNNzAwIDEyNDh2LTc4cTM4IC01IDcyLjUgLTE0LjV0NzUuNSAtMzEuNXQ3MSAtNTMuNXQ1MiAtODR0MjQgLTExOC41aC0xNTlxLTQgMzYgLTEwLjUgNTl0LTIxIDQ1dC00MCAzNS41dC02NC41IDIwLjV2LTMwN2w2NCAtMTNxMzQgLTcgNjQgLTE2LjV0NzAgLTMydDY3LjUgLTUyLjV0NDcuNSAtODB0MjAgLTExMnEwIC0xMzkgLTg5IC0yMjR0LTI0NCAtOTd2LTc3aC0xMDB2NzlxLTE1MCAxNiAtMjM3IDEwM3EtNDAgNDAgLTUyLjUgOTMuNSB0LTE1LjUgMTM5LjVoMTM5cTUgLTc3IDQ4LjUgLTEyNnQxMTcuNSAtNjV2MzM1bC0yNyA4cS00NiAxNCAtNzkgMjYuNXQtNzIgMzZ0LTYzIDUydC00MCA3Mi41dC0xNiA5OHEwIDcwIDI1IDEyNnQ2Ny41IDkydDk0LjUgNTd0MTEwIDI3djc3aDEwMHpNNjAwIDc1NHYyNzRxLTI5IC00IC01MCAtMTF0LTQyIC0yMS41dC0zMS41IC00MS41dC0xMC41IC02NXEwIC0yOSA3IC01MC41dDE2LjUgLTM0dDI4LjUgLTIyLjV0MzEuNSAtMTR0MzcuNSAtMTAgcTkgLTMgMTMgLTR6TTcwMCA1NDd2LTMxMHEyMiAyIDQyLjUgNi41dDQ1IDE1LjV0NDEuNSAyN3QyOSA0MnQxMiA1OS41dC0xMi41IDU5LjV0LTM4IDQ0LjV0LTUzIDMxdC02Ni41IDI0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0OTsiIGQ9Ik01NjEgMTE5N3E4NCAwIDE2MC41IC00MHQxMjMuNSAtMTA5LjV0NDcgLTE0Ny41aC0xNTNxMCA0MCAtMTkuNSA3MS41dC00OS41IDQ4LjV0LTU5LjUgMjZ0LTU1LjUgOXEtMzcgMCAtNzkgLTE0LjV0LTYyIC0zNS41cS00MSAtNDQgLTQxIC0xMDFxMCAtMjYgMTMuNSAtNjN0MjYuNSAtNjF0MzcgLTY2cTYgLTkgOSAtMTRoMjQxdi0xMDBoLTE5N3E4IC01MCAtMi41IC0xMTV0LTMxLjUgLTk1cS00NSAtNjIgLTk5IC0xMTIgcTM0IDEwIDgzIDE3LjV0NzEgNy41cTMyIDEgMTAyIC0xNnQxMDQgLTE3cTgzIDAgMTM2IDMwbDUwIC0xNDdxLTMxIC0xOSAtNTggLTMwLjV0LTU1IC0xNS41dC00MiAtNC41dC00NiAtMC41cS0yMyAwIC03NiAxN3QtMTExIDMyLjV0LTk2IDExLjVxLTM5IC0zIC04MiAtMTZ0LTY3IC0yNWwtMjMgLTExbC01NSAxNDVxNCAzIDE2IDExdDE1LjUgMTAuNXQxMyA5dDE1LjUgMTJ0MTQuNSAxNHQxNy41IDE4LjVxNDggNTUgNTQgMTI2LjUgdC0zMCAxNDIuNWgtMjIxdjEwMGgxNjZxLTIzIDQ3IC00NCAxMDRxLTcgMjAgLTEyIDQxLjV0LTYgNTUuNXQ2IDY2LjV0MjkuNSA3MC41dDU4LjUgNzFxOTcgODggMjYzIDg4eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTA7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTkzNSAxMTg0bDIzMCAtMjQ5cTE0IC0xNCAxMCAtMjQuNXQtMjUgLTEwLjVoLTE1MHYtOTAwaC0yMDB2OTAwaC0xNTBxLTIxIDAgLTI1IDEwLjV0MTAgMjQuNWwyMzAgMjQ5cTE0IDE1IDM1IDE1dDM1IC0xNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTUxOyIgZD0iTTEwMDAgNzAwaC0xMDB2MTAwaC0xMDB2LTEwMGgtMTAwdjUwMGgzMDB2LTUwMHpNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTgwMSAxMTAwdi0yMDBoMTAwdjIwMGgtMTAwek0xMDAwIDM1MGwtMjAwIC0yNTBoMjAwdi0xMDBoLTMwMHYxNTBsMjAwIDI1MGgtMjAwdjEwMGgzMDB2LTE1MHogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1MjsiIGQ9Ik00MDAgMzAwaDE1MHEyMSAwIDI1IC0xMXQtMTAgLTI1bC0yMzAgLTI1MHEtMTQgLTE1IC0zNSAtMTV0LTM1IDE1bC0yMzAgMjUwcS0xNCAxNCAtMTAgMjV0MjUgMTFoMTUwdjkwMGgyMDB2LTkwMHpNMTAwMCAxMDUwbC0yMDAgLTI1MGgyMDB2LTEwMGgtMzAwdjE1MGwyMDAgMjUwaC0yMDB2MTAwaDMwMHYtMTUwek0xMDAwIDBoLTEwMHYxMDBoLTEwMHYtMTAwaC0xMDB2NTAwaDMwMHYtNTAwek04MDEgNDAwdi0yMDBoMTAwdjIwMGgtMTAweiAiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTUzOyIgZD0iTTQwMCAzMDBoMTUwcTIxIDAgMjUgLTExdC0xMCAtMjVsLTIzMCAtMjUwcS0xNCAtMTUgLTM1IC0xNXQtMzUgMTVsLTIzMCAyNTBxLTE0IDE0IC0xMCAyNXQyNSAxMWgxNTB2OTAwaDIwMHYtOTAwek0xMDAwIDcwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNMTEwMCAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgNDAwdi0yMDBoMTAwdjIwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTQ7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTExMDAgNzAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgMTEwMHYtMjAwaDEwMHYyMDBoLTEwMHpNMTAwMCAwaC0xMDB2NDAwaC0xMDB2MTAwaDIwMHYtNTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTU7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTkwMCAxMDAwaC0yMDB2MjAwaDIwMHYtMjAwek0xMDAwIDcwMGgtMzAwdjIwMGgzMDB2LTIwMHpNMTEwMCA0MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEyMDAgMTAwaC01MDB2MjAwaDUwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTY7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTEyMDAgMTAwMGgtNTAwdjIwMGg1MDB2LTIwMHpNMTEwMCA3MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEwMDAgNDAwaC0zMDB2MjAwaDMwMHYtMjAwek05MDAgMTAwaC0yMDB2MjAwaDIwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTc7IiBkPSJNMzUwIDExMDBoNDAwcTE2MiAwIDI1NiAtOTMuNXQ5NCAtMjU2LjV2LTQwMHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNDAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY0MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTg7IiBkPSJNMzUwIDExMDBoNDAwcTE2NSAwIDI1Ny41IC05Mi41dDkyLjUgLTI1Ny41di00MDBxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTYzIDAgLTI1Ni41IDkyLjV0LTkzLjUgMjU3LjV2NDAwcTAgMTYzIDk0IDI1Ni41dDI1NiA5My41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41ek00NDAgNzcwbDI1MyAtMTkwcTE3IC0xMiAxNyAtMzB0LTE3IC0zMGwtMjUzIC0xOTBxLTE2IC0xMiAtMjggLTYuNXQtMTIgMjYuNXY0MDBxMCAyMSAxMiAyNi41dDI4IC02LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1OTsiIGQ9Ik0zNTAgMTEwMGg0MDBxMTYzIDAgMjU2LjUgLTk0dDkzLjUgLTI1NnYtNDAwcTAgLTE2NSAtOTIuNSAtMjU3LjV0LTI1Ny41IC05Mi41aC00MDBxLTE2NSAwIC0yNTcuNSA5Mi41dC05Mi41IDI1Ny41djQwMHEwIDE2MyA5Mi41IDI1Ni41dDI1Ny41IDkzLjV6TTgwMCA5MDBoLTUwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNTAwcTAgLTQxIDI5LjUgLTcwLjV0NzAuNSAtMjkuNWg1MDBxNDEgMCA3MC41IDI5LjV0MjkuNSA3MC41IHY1MDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjV6TTM1MCA3MDBoNDAwcTIxIDAgMjYuNSAtMTJ0LTYuNSAtMjhsLTE5MCAtMjUzcS0xMiAtMTcgLTMwIC0xN3QtMzAgMTdsLTE5MCAyNTNxLTEyIDE2IC02LjUgMjh0MjYuNSAxMnoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTYwOyIgZD0iTTM1MCAxMTAwaDQwMHExNjUgMCAyNTcuNSAtOTIuNXQ5Mi41IC0yNTcuNXYtNDAwcTAgLTE2MyAtOTIuNSAtMjU2LjV0LTI1Ny41IC05My41aC00MDBxLTE2MyAwIC0yNTYuNSA5NHQtOTMuNSAyNTZ2NDAwcTAgMTY1IDkyLjUgMjU3LjV0MjU3LjUgOTIuNXpNODAwIDkwMGgtNTAwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41di01MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDUwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjUgdjUwMHEwIDQxIC0yOS41IDcwLjV0LTcwLjUgMjkuNXpNNTgwIDY5M2wxOTAgLTI1M3ExMiAtMTYgNi41IC0yOHQtMjYuNSAtMTJoLTQwMHEtMjEgMCAtMjYuNSAxMnQ2LjUgMjhsMTkwIDI1M3ExMiAxNyAzMCAxN3QzMCAtMTd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE2MTsiIGQ9Ik01NTAgMTEwMGg0MDBxMTY1IDAgMjU3LjUgLTkyLjV0OTIuNSAtMjU3LjV2LTQwMHEwIC0xNjUgLTkyLjUgLTI1Ny41dC0yNTcuNSAtOTIuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDQ1MHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41aC00NTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zMzggODY3bDMyNCAtMjg0cTE2IC0xNCAxNiAtMzN0LTE2IC0zM2wtMzI0IC0yODRxLTE2IC0xNCAtMjcgLTl0LTExIDI2djE1MGgtMjUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDI1MHYxNTBxMCAyMSAxMSAyNnQyNyAtOXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTYzOyIgZD0iTTM1MCAxMTAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00NTBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNDUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwIHEwIDE2NSA5Mi41IDI1Ny41dDI1Ny41IDkyLjV6TTkzOCA4NjdsMzI0IC0yODRxMTYgLTE0IDE2IC0zM3QtMTYgLTMzbC0zMjQgLTI4NHEtMTYgLTE0IC0yNyAtOXQtMTEgMjZ2MTUwaC0yNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMjUwdjE1MHEwIDIxIDExIDI2dDI3IC05eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNjQ7IiBkPSJNNzUwIDEyMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MDBxMCAtMjEgLTEwLjUgLTI1dC0yNC41IDEwbC0xMDkgMTA5bC0zMTIgLTMxMnEtMTUgLTE1IC0zNS41IC0xNXQtMzUuNSAxNWwtMTQxIDE0MXEtMTUgMTUgLTE1IDM1LjV0MTUgMzUuNWwzMTIgMzEybC0xMDkgMTA5cS0xNCAxNCAtMTAgMjQuNXQyNSAxMC41ek00NTYgOTAwaC0xNTZxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMCBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDUwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2MTQ4bDIwMCAyMDB2LTI5OHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNDAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY0MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41aDMwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTY1OyIgZD0iTTYwMCAxMTg2cTExOSAwIDIyNy41IC00Ni41dDE4NyAtMTI1dDEyNSAtMTg3dDQ2LjUgLTIyNy41dC00Ni41IC0yMjcuNXQtMTI1IC0xODd0LTE4NyAtMTI1dC0yMjcuNSAtNDYuNXQtMjI3LjUgNDYuNXQtMTg3IDEyNXQtMTI1IDE4N3QtNDYuNSAyMjcuNXQ0Ni41IDIyNy41dDEyNSAxODd0MTg3IDEyNXQyMjcuNSA0Ni41ek02MDAgMTAyMnEtMTE1IDAgLTIxMiAtNTYuNXQtMTUzLjUgLTE1My41dC01Ni41IC0yMTJ0NTYuNSAtMjEyIHQxNTMuNSAtMTUzLjV0MjEyIC01Ni41dDIxMiA1Ni41dDE1My41IDE1My41dDU2LjUgMjEydC01Ni41IDIxMnQtMTUzLjUgMTUzLjV0LTIxMiA1Ni41ek02MDAgNzk0cTgwIDAgMTM3IC01N3Q1NyAtMTM3dC01NyAtMTM3dC0xMzcgLTU3dC0xMzcgNTd0LTU3IDEzN3Q1NyAxMzd0MTM3IDU3eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNjY7IiBkPSJNNDUwIDEyMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0zNTBoMjQ1cTIwIDAgMjUgLTExdC05IC0yNmwtMzgzIC00MjZxLTE0IC0xNSAtMzMuNSAtMTV0LTMyLjUgMTVsLTM3OSA0MjZxLTEzIDE1IC04LjUgMjZ0MjUuNSAxMWgyNTB2MzUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDEwMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTI1MGgtMTEwMHYyNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiBNOTAwIDIwMHYtNTBoMTAwdjUwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE2NzsiIGQ9Ik01ODMgMTE4MmwzNzggLTQzNXExNCAtMTUgOSAtMzF0LTI2IC0xNmgtMjQ0di0yNTBxMCAtMjAgLTE3IC0zNXQtMzkgLTE1aC0yMDBxLTIwIDAgLTMyIDE0LjV0LTEyIDM1LjV2MjUwaC0yNTBxLTIwIDAgLTI1LjUgMTYuNXQ4LjUgMzEuNWwzODMgNDMxcTE0IDE2IDMzLjUgMTd0MzMuNSAtMTR6TTUwIDMwMGgxMDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yNTBoLTExMDB2MjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXogTTkwMCAyMDB2LTUwaDEwMHY1MGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNjg7IiBkPSJNMzk2IDcyM2wzNjkgMzY5cTcgNyAxNy41IDd0MTcuNSAtN2wxMzkgLTEzOXE3IC04IDcgLTE4LjV0LTcgLTE3LjVsLTUyNSAtNTI1cS03IC04IC0xNy41IC04dC0xNy41IDhsLTI5MiAyOTFxLTcgOCAtNyAxOHQ3IDE4bDEzOSAxMzlxOCA3IDE4LjUgN3QxNy41IC03ek01MCAzMDBoMTAwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjUwaC0xMTAwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTkwMCAyMDB2LTUwaDEwMHY1MCBoLTEwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTY5OyIgZD0iTTEzNSAxMDIzbDE0MiAxNDJxMTQgMTQgMzUgMTR0MzUgLTE0bDc3IC03N2wtMjEyIC0yMTJsLTc3IDc2cS0xNCAxNSAtMTQgMzZ0MTQgMzV6TTY1NSA4NTVsMjEwIDIxMHExNCAxNCAyNC41IDEwdDEwLjUgLTI1bC0yIC01OTlxLTEgLTIwIC0xNS41IC0zNXQtMzUuNSAtMTVsLTU5NyAtMXEtMjEgMCAtMjUgMTAuNXQxMCAyNC41bDIwOCAyMDhsLTE1NCAxNTVsMjEyIDIxMnpNNTAgMzAwaDEwMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjUgdi0yNTBoLTExMDB2MjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNOTAwIDIwMHYtNTBoMTAwdjUwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3MDsiIGQ9Ik0zNTAgMTIwMGw1OTkgLTJxMjAgLTEgMzUgLTE1LjV0MTUgLTM1LjVsMSAtNTk3cTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtMjA4IDIwOGwtMTU1IC0xNTRsLTIxMiAyMTJsMTU1IDE1NGwtMjEwIDIxMHEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNXpNNTI0IDUxMmwtNzYgLTc3cS0xNSAtMTQgLTM2IC0xNHQtMzUgMTRsLTE0MiAxNDJxLTE0IDE0IC0xNCAzNXQxNCAzNWw3NyA3N3pNNTAgMzAwaDEwMDBxMjEgMCAzNS41IC0xNC41IHQxNC41IC0zNS41di0yNTBoLTExMDB2MjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNOTAwIDIwMHYtNTBoMTAwdjUwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3MTsiIGQ9Ik0xMjAwIDEwM2wtNDgzIDI3NmwtMzE0IC0zOTl2NDIzaC0zOTlsMTE5NiA3OTZ2LTEwOTZ6TTQ4MyA0MjR2LTIzMGw2ODMgOTUzeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzI7IiBkPSJNMTEwMCAxMDAwdi04NTBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTE1MHY0MDBoLTcwMHYtNDAwaC0xNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMDBxMCAyMCAxNC41IDM1dDM1LjUgMTVoMjUwdi0zMDBoNTAwdjMwMGgxMDB6TTcwMCAxMDAwaC0xMDB2MjAwaDEwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzM7IiBkPSJNMTEwMCAxMDAwbC0yIC0xNDlsLTI5OSAtMjk5bC05NSA5NXEtOSA5IC0yMS41IDl0LTIxLjUgLTlsLTE0OSAtMTQ3aC0zMTJ2LTQwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjAgMTQuNSAzNXQzNS41IDE1aDI1MHYtMzAwaDUwMHYzMDBoMTAwek03MDAgMTAwMGgtMTAwdjIwMGgxMDB2LTIwMHpNMTEzMiA2MzhsMTA2IC0xMDZxNyAtNyA3IC0xNy41dC03IC0xNy41bC00MjAgLTQyMXEtOCAtNyAtMTggLTcgdC0xOCA3bC0yMDIgMjAzcS04IDcgLTggMTcuNXQ4IDE3LjVsMTA2IDEwNnE3IDggMTcuNSA4dDE3LjUgLThsNzkgLTc5bDI5NyAyOTdxNyA3IDE3LjUgN3QxNy41IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzQ7IiBkPSJNMTEwMCAxMDAwdi0yNjlsLTEwMyAtMTAzbC0xMzQgMTM0cS0xNSAxNSAtMzMuNSAxNi41dC0zNC41IC0xMi41bC0yNjYgLTI2NmgtMzI5di00MDBoLTE1MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwMHEwIDIwIDE0LjUgMzV0MzUuNSAxNWgyNTB2LTMwMGg1MDB2MzAwaDEwMHpNNzAwIDEwMDBoLTEwMHYyMDBoMTAwdi0yMDB6TTEyMDIgNTcybDcwIC03MHExNSAtMTUgMTUgLTM1LjV0LTE1IC0zNS41bC0xMzEgLTEzMSBsMTMxIC0xMzFxMTUgLTE1IDE1IC0zNS41dC0xNSAtMzUuNWwtNzAgLTcwcS0xNSAtMTUgLTM1LjUgLTE1dC0zNS41IDE1bC0xMzEgMTMxbC0xMzEgLTEzMXEtMTUgLTE1IC0zNS41IC0xNXQtMzUuNSAxNWwtNzAgNzBxLTE1IDE1IC0xNSAzNS41dDE1IDM1LjVsMTMxIDEzMWwtMTMxIDEzMXEtMTUgMTUgLTE1IDM1LjV0MTUgMzUuNWw3MCA3MHExNSAxNSAzNS41IDE1dDM1LjUgLTE1bDEzMSAtMTMxbDEzMSAxMzFxMTUgMTUgMzUuNSAxNSB0MzUuNSAtMTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3NTsiIGQ9Ik0xMTAwIDEwMDB2LTMwMGgtMzUwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di0xNTBoLTUwMHYtNDAwaC0xNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMDBxMCAyMCAxNC41IDM1dDM1LjUgMTVoMjUwdi0zMDBoNTAwdjMwMGgxMDB6TTcwMCAxMDAwaC0xMDB2MjAwaDEwMHYtMjAwek04NTAgNjAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjUwaDE1MHEyMSAwIDI1IC0xMC41dC0xMCAtMjQuNSBsLTIzMCAtMjMwcS0xNCAtMTQgLTM1IC0xNHQtMzUgMTRsLTIzMCAyMzBxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjVoMTUwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3NjsiIGQ9Ik0xMTAwIDEwMDB2LTQwMGwtMTY1IDE2NXEtMTQgMTUgLTM1IDE1dC0zNSAtMTVsLTI2MyAtMjY1aC00MDJ2LTQwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjAgMTQuNSAzNXQzNS41IDE1aDI1MHYtMzAwaDUwMHYzMDBoMTAwek03MDAgMTAwMGgtMTAwdjIwMGgxMDB2LTIwMHpNOTM1IDU2NWwyMzAgLTIyOXExNCAtMTUgMTAgLTI1LjV0LTI1IC0xMC41aC0xNTB2LTI1MHEwIC0yMCAtMTQuNSAtMzUgdC0zNS41IC0xNWgtMTAwcS0yMSAwIC0zNS41IDE1dC0xNC41IDM1djI1MGgtMTUwcS0yMSAwIC0yNSAxMC41dDEwIDI1LjVsMjMwIDIyOXExNCAxNSAzNSAxNXQzNSAtMTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3NzsiIGQ9Ik01MCAxMTAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTE1MGgtMTIwMHYxNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMjAwIDgwMHYtNTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1NTBoMTIwMHpNMTAwIDUwMHYtMjAwaDQwMHYyMDBoLTQwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTc4OyIgZD0iTTkzNSAxMTY1bDI0OCAtMjMwcTE0IC0xNCAxNCAtMzV0LTE0IC0zNWwtMjQ4IC0yMzBxLTE0IC0xNCAtMjQuNSAtMTB0LTEwLjUgMjV2MTUwaC00MDB2MjAwaDQwMHYxNTBxMCAyMSAxMC41IDI1dDI0LjUgLTEwek0yMDAgODAwaC01MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHYtMjAwek00MDAgODAwaC0xMDB2MjAwaDEwMHYtMjAwek0xOCA0MzVsMjQ3IDIzMCBxMTQgMTQgMjQuNSAxMHQxMC41IC0yNXYtMTUwaDQwMHYtMjAwaC00MDB2LTE1MHEwIC0yMSAtMTAuNSAtMjV0LTI0LjUgMTBsLTI0NyAyMzBxLTE1IDE0IC0xNSAzNXQxNSAzNXpNOTAwIDMwMGgtMTAwdjIwMGgxMDB2LTIwMHpNMTAwMCA1MDBoNTFxMjAgMCAzNC41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzQuNSAtMTQuNWgtNTF2MjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzk7IiBkPSJNODYyIDEwNzNsMjc2IDExNnEyNSAxOCA0My41IDh0MTguNSAtNDF2LTExMDZxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2Mzk3cS00IDEgLTExIDV0LTI0IDE3LjV0LTMwIDI5dC0yNCA0MnQtMTEgNTYuNXYzNTlxMCAzMSAxOC41IDY1dDQzLjUgNTJ6TTU1MCAxMjAwcTIyIDAgMzQuNSAtMTIuNXQxNC41IC0yNC41bDEgLTEzdi00NTBxMCAtMjggLTEwLjUgLTU5LjUgdC0yNSAtNTZ0LTI5IC00NXQtMjUuNSAtMzEuNWwtMTAgLTExdi00NDdxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDQ3cS00IDQgLTExIDExLjV0LTI0IDMwLjV0LTMwIDQ2dC0yNCA1NXQtMTEgNjB2NDUwcTAgMiAwLjUgNS41dDQgMTJ0OC41IDE1dDE0LjUgMTJ0MjIuNSA1LjVxMjAgMCAzMi41IC0xMi41dDE0LjUgLTI0LjVsMyAtMTN2LTM1MGgxMDB2MzUwdjUuNXQyLjUgMTIgdDcgMTV0MTUgMTJ0MjUuNSA1LjVxMjMgMCAzNS41IC0xMi41dDEzLjUgLTI0LjVsMSAtMTN2LTM1MGgxMDB2MzUwcTAgMiAwLjUgNS41dDMgMTJ0NyAxNXQxNSAxMnQyNC41IDUuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTgwOyIgZD0iTTEyMDAgMTEwMHYtNTZxLTQgMCAtMTEgLTAuNXQtMjQgLTN0LTMwIC03LjV0LTI0IC0xNXQtMTEgLTI0di04ODhxMCAtMjIgMjUgLTM0LjV0NTAgLTEzLjVsMjUgLTJ2LTU2aC00MDB2NTZxNzUgMCA4Ny41IDYuNXQxMi41IDQzLjV2Mzk0aC01MDB2LTM5NHEwIC0zNyAxMi41IC00My41dDg3LjUgLTYuNXYtNTZoLTQwMHY1NnE0IDAgMTEgMC41dDI0IDN0MzAgNy41dDI0IDE1dDExIDI0djg4OHEwIDIyIC0yNSAzNC41dC01MCAxMy41IGwtMjUgMnY1Nmg0MDB2LTU2cS03NSAwIC04Ny41IC02LjV0LTEyLjUgLTQzLjV2LTM5NGg1MDB2Mzk0cTAgMzcgLTEyLjUgNDMuNXQtODcuNSA2LjV2NTZoNDAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxODE7IiBkPSJNNjc1IDEwMDBoMzc1cTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoLTEwNWwtMjk1IC05OHY5OGwtMjAwIDIwMGgtNDAwbDEwMCAxMDBoMzc1ek0xMDAgOTAwaDMwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNTAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC0zMDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djUwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTEwMCA4MDB2LTIwMGgzMDB2MjAwIGgtMzAwek0xMTAwIDUzNWwtNDAwIC0xMzN2MTYzbDQwMCAxMzN2LTE2M3pNMTAwIDUwMHYtMjAwaDMwMHYyMDBoLTMwMHpNMTEwMCAzOTh2LTI0OHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzc1bC0xMDAgLTEwMGgtMzc1bC0xMDAgMTAwaDQwMGwyMDAgMjAwaDEwNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTgyOyIgZD0iTTE3IDEwMDdsMTYyIDE2MnExNyAxNyA0MCAxNHQzNyAtMjJsMTM5IC0xOTRxMTQgLTIwIDExIC00NC41dC0yMCAtNDEuNWwtMTE5IC0xMThxMTAyIC0xNDIgMjI4IC0yNjh0MjY3IC0yMjdsMTE5IDExOHExNyAxNyA0Mi41IDE5dDQ0LjUgLTEybDE5MiAtMTM2cTE5IC0xNCAyMi41IC0zNy41dC0xMy41IC00MC41bC0xNjMgLTE2MnEtMyAtMSAtOS41IC0xdC0yOS41IDJ0LTQ3LjUgNnQtNjIuNSAxNC41dC03Ny41IDI2LjV0LTkwIDQyLjUgdC0xMDEuNSA2MHQtMTExIDgzdC0xMTkgMTA4LjVxLTc0IDc0IC0xMzMuNSAxNTAuNXQtOTQuNSAxMzguNXQtNjAgMTE5LjV0LTM0LjUgMTAwdC0xNSA3NC41dC00LjUgNDh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE4MzsiIGQ9Ik02MDAgMTEwMHE5MiAwIDE3NSAtMTAuNXQxNDEuNSAtMjd0MTA4LjUgLTM2LjV0ODEuNSAtNDB0NTMuNSAtMzd0MzEgLTI3bDkgLTEwdi0yMDBxMCAtMjEgLTE0LjUgLTMzdC0zNC41IC05bC0yMDIgMzRxLTIwIDMgLTM0LjUgMjB0LTE0LjUgMzh2MTQ2cS0xNDEgMjQgLTMwMCAyNHQtMzAwIC0yNHYtMTQ2cTAgLTIxIC0xNC41IC0zOHQtMzQuNSAtMjBsLTIwMiAtMzRxLTIwIC0zIC0zNC41IDl0LTE0LjUgMzN2MjAwcTMgNCA5LjUgMTAuNSB0MzEgMjZ0NTQgMzcuNXQ4MC41IDM5LjV0MTA5IDM3LjV0MTQxIDI2LjV0MTc1IDEwLjV6TTYwMCA3OTVxNTYgMCA5NyAtOS41dDYwIC0yMy41dDMwIC0yOHQxMiAtMjRsMSAtMTB2LTUwbDM2NSAtMzAzcTE0IC0xNSAyNC41IC00MHQxMC41IC00NXYtMjEycTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMTJxMCAyMCAxMC41IDQ1dDI0LjUgNDBsMzY1IDMwM3Y1MCBxMCA0IDEgMTAuNXQxMiAyM3QzMCAyOXQ2MCAyMi41dDk3IDEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxODQ7IiBkPSJNMTEwMCA3MDBsLTIwMCAtMjAwaC02MDBsLTIwMCAyMDB2NTAwaDIwMHYtMjAwaDIwMHYyMDBoMjAwdi0yMDBoMjAwdjIwMGgyMDB2LTUwMHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEybDEzNyAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNSB0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxODU7IiBkPSJNNzAwIDExMDBoLTEwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtMTAwMGgzMDB2MTAwMHEwIDQxIC0yOS41IDcwLjV0LTcwLjUgMjkuNXpNMTEwMCA4MDBoLTEwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNzAwaDMwMHY3MDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjV6TTQwMCAwaC0zMDB2NDAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNWgxMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTQwMHogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE4NjsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDcwMGgtMjAwdi0xMDBoMjAwdi0zMDBoLTMwMHYxMDBoMjAwdjEwMGgtMjAwdjMwMGgzMDB2LTEwMHpNOTAwIDcwMHYtMzAwbC0xMDAgLTEwMGgtMjAwdjUwMGgyMDB6IE03MDAgNzAwdi0zMDBoMTAwdjMwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxODc7IiBkPSJNMjAwIDExMDBoNzAwcTEyNCAwIDIxMiAtODh0ODggLTIxMnYtNTAwcTAgLTEyNCAtODggLTIxMnQtMjEyIC04OGgtNzAwcS0xMjQgMCAtMjEyIDg4dC04OCAyMTJ2NTAwcTAgMTI0IDg4IDIxMnQyMTIgODh6TTEwMCA5MDB2LTcwMGg5MDB2NzAwaC05MDB6TTUwMCAzMDBoLTEwMHYyMDBoLTEwMHYtMjAwaC0xMDB2NTAwaDEwMHYtMjAwaDEwMHYyMDBoMTAwdi01MDB6TTkwMCA3MDB2LTMwMGwtMTAwIC0xMDBoLTIwMHY1MDBoMjAweiBNNzAwIDcwMHYtMzAwaDEwMHYzMDBoLTEwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTg4OyIgZD0iTTIwMCAxMTAwaDcwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTUwMHEwIC0xMjQgLTg4IC0yMTJ0LTIxMiAtODhoLTcwMHEtMTI0IDAgLTIxMiA4OHQtODggMjEydjUwMHEwIDEyNCA4OCAyMTJ0MjEyIDg4ek0xMDAgOTAwdi03MDBoOTAwdjcwMGgtOTAwek01MDAgNzAwaC0yMDB2LTMwMGgyMDB2LTEwMGgtMzAwdjUwMGgzMDB2LTEwMHpNOTAwIDcwMGgtMjAwdi0zMDBoMjAwdi0xMDBoLTMwMHY1MDBoMzAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE4OTsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDQwMGwtMzAwIDE1MGwzMDAgMTUwdi0zMDB6TTkwMCA1NTBsLTMwMCAtMTUwdjMwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTkwOyIgZD0iTTIwMCAxMTAwaDcwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTUwMHEwIC0xMjQgLTg4IC0yMTJ0LTIxMiAtODhoLTcwMHEtMTI0IDAgLTIxMiA4OHQtODggMjEydjUwMHEwIDEyNCA4OCAyMTJ0MjEyIDg4ek0xMDAgOTAwdi03MDBoOTAwdjcwMGgtOTAwek05MDAgMzAwaC03MDB2NTAwaDcwMHYtNTAwek04MDAgNzAwaC0xMzBxLTM4IDAgLTY2LjUgLTQzdC0yOC41IC0xMDh0MjcgLTEwN3Q2OCAtNDJoMTMwdjMwMHpNMzAwIDcwMHYtMzAwIGgxMzBxNDEgMCA2OCA0MnQyNyAxMDd0LTI4LjUgMTA4dC02Ni41IDQzaC0xMzB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5MTsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDcwMGgtMjAwdi0xMDBoMjAwdi0zMDBoLTMwMHYxMDBoMjAwdjEwMGgtMjAwdjMwMGgzMDB2LTEwMHpNOTAwIDMwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHogTTcwMCAzMDBoLTEwMHYxMDBoMTAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5MjsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNMzAwIDcwMGgyMDB2LTQwMGgtMzAwdjUwMGgxMDB2LTEwMHpNOTAwIDMwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNMzAwIDYwMHYtMjAwaDEwMHYyMDBoLTEwMHogTTcwMCAzMDBoLTEwMHYxMDBoMTAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5MzsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDUwMGwtMTk5IC0yMDBoLTEwMHY1MGwxOTkgMjAwdjE1MGgtMjAwdjEwMGgzMDB2LTMwMHpNOTAwIDMwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNNzAxIDMwMGgtMTAwIHYxMDBoMTAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE5NDsiIGQ9Ik02MDAgMTE5MXExMjAgMCAyMjkuNSAtNDd0MTg4LjUgLTEyNnQxMjYgLTE4OC41dDQ3IC0yMjkuNXQtNDcgLTIyOS41dC0xMjYgLTE4OC41dC0xODguNSAtMTI2dC0yMjkuNSAtNDd0LTIyOS41IDQ3dC0xODguNSAxMjZ0LTEyNiAxODguNXQtNDcgMjI5LjV0NDcgMjI5LjV0MTI2IDE4OC41dDE4OC41IDEyNnQyMjkuNSA0N3pNNjAwIDEwMjFxLTExNCAwIC0yMTEgLTU2LjV0LTE1My41IC0xNTMuNXQtNTYuNSAtMjExdDU2LjUgLTIxMSB0MTUzLjUgLTE1My41dDIxMSAtNTYuNXQyMTEgNTYuNXQxNTMuNSAxNTMuNXQ1Ni41IDIxMXQtNTYuNSAyMTF0LTE1My41IDE1My41dC0yMTEgNTYuNXpNODAwIDcwMGgtMzAwdi0yMDBoMzAwdi0xMDBoLTMwMGwtMTAwIDEwMHYyMDBsMTAwIDEwMGgzMDB2LTEwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTk1OyIgZD0iTTYwMCAxMTkxcTEyMCAwIDIyOS41IC00N3QxODguNSAtMTI2dDEyNiAtMTg4LjV0NDcgLTIyOS41dC00NyAtMjI5LjV0LTEyNiAtMTg4LjV0LTE4OC41IC0xMjZ0LTIyOS41IC00N3QtMjI5LjUgNDd0LTE4OC41IDEyNnQtMTI2IDE4OC41dC00NyAyMjkuNXQ0NyAyMjkuNXQxMjYgMTg4LjV0MTg4LjUgMTI2dDIyOS41IDQ3ek02MDAgMTAyMXEtMTE0IDAgLTIxMSAtNTYuNXQtMTUzLjUgLTE1My41dC01Ni41IC0yMTF0NTYuNSAtMjExIHQxNTMuNSAtMTUzLjV0MjExIC01Ni41dDIxMSA1Ni41dDE1My41IDE1My41dDU2LjUgMjExdC01Ni41IDIxMXQtMTUzLjUgMTUzLjV0LTIxMSA1Ni41ek04MDAgNzAwdi0xMDBsLTUwIC01MGwxMDAgLTEwMHYtNTBoLTEwMGwtMTAwIDEwMGgtMTUwdi0xMDBoLTEwMHY0MDBoMzAwek01MDAgNzAwdi0xMDBoMjAwdjEwMGgtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxOTc7IiBkPSJNNTAzIDEwODlxMTEwIDAgMjAwLjUgLTU5LjV0MTM0LjUgLTE1Ni41cTQ0IDE0IDkwIDE0cTEyMCAwIDIwNSAtODYuNXQ4NSAtMjA3dC04NSAtMjA3dC0yMDUgLTg2LjVoLTEyOHYyNTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTMwMHEtMjEgMCAtMzUuNSAtMTQuNXQtMTQuNSAtMzUuNXYtMjUwaC0yMjJxLTgwIDAgLTEzNiA1Ny41dC01NiAxMzYuNXEwIDY5IDQzIDEyMi41dDEwOCA2Ny41cS0yIDE5IC0yIDM3cTAgMTAwIDQ5IDE4NSB0MTM0IDEzNHQxODUgNDl6TTUyNSA1MDBoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMjc1aDEzN3EyMSAwIDI2IC0xMS41dC04IC0yNy41bC0yMjMgLTI0NHEtMTMgLTE2IC0zMiAtMTZ0LTMyIDE2bC0yMjMgMjQ0cS0xMyAxNiAtOCAyNy41dDI2IDExLjVoMTM3djI3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxOTg7IiBkPSJNNTAyIDEwODlxMTEwIDAgMjAxIC01OS41dDEzNSAtMTU2LjVxNDMgMTUgODkgMTVxMTIxIDAgMjA2IC04Ni41dDg2IC0yMDYuNXEwIC05OSAtNjAgLTE4MXQtMTUwIC0xMTBsLTM3OCAzNjBxLTEzIDE2IC0zMS41IDE2dC0zMS41IC0xNmwtMzgxIC0zNjVoLTlxLTc5IDAgLTEzNS41IDU3LjV0LTU2LjUgMTM2LjVxMCA2OSA0MyAxMjIuNXQxMDggNjcuNXEtMiAxOSAtMiAzOHEwIDEwMCA0OSAxODQuNXQxMzMuNSAxMzR0MTg0LjUgNDkuNXogTTYzMiA0NjdsMjIzIC0yMjhxMTMgLTE2IDggLTI3LjV0LTI2IC0xMS41aC0xMzd2LTI3NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djI3NWgtMTM3cS0yMSAwIC0yNiAxMS41dDggMjcuNXExOTkgMjA0IDIyMyAyMjhxMTkgMTkgMzEuNSAxOXQzMi41IC0xOXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMTk5OyIgZD0iTTcwMCAxMDB2MTAwaDQwMGwtMjcwIDMwMGgxNzBsLTI3MCAzMDBoMTcwbC0zMDAgMzMzbC0zMDAgLTMzM2gxNzBsLTI3MCAtMzAwaDE3MGwtMjcwIC0zMDBoNDAwdi0xMDBoLTUwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di01MGg0MDB2NTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDA7IiBkPSJNNjAwIDExNzlxOTQgMCAxNjcuNSAtNTYuNXQ5OS41IC0xNDUuNXE4OSAtNiAxNTAuNSAtNzEuNXQ2MS41IC0xNTUuNXEwIC02MSAtMjkuNSAtMTEyLjV0LTc5LjUgLTgyLjVxOSAtMjkgOSAtNTVxMCAtNzQgLTUyLjUgLTEyNi41dC0xMjYuNSAtNTIuNXEtNTUgMCAtMTAwIDMwdi0yNTFxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaC0zMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41djI1MXEtNDUgLTMwIC0xMDAgLTMwIHEtNzQgMCAtMTI2LjUgNTIuNXQtNTIuNSAxMjYuNXEwIDE4IDQgMzhxLTQ3IDIxIC03NS41IDY1dC0yOC41IDk3cTAgNzQgNTIuNSAxMjYuNXQxMjYuNSA1Mi41cTUgMCAyMyAtMnEwIDIgLTEgMTB0LTEgMTNxMCAxMTYgODEuNSAxOTcuNXQxOTcuNSA4MS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDE7IiBkPSJNMTAxMCAxMDEwcTExMSAtMTExIDE1MC41IC0yNjAuNXQwIC0yOTl0LTE1MC41IC0yNjAuNXEtODMgLTgzIC0xOTEuNSAtMTI2LjV0LTIxOC41IC00My41dC0yMTguNSA0My41dC0xOTEuNSAxMjYuNXEtMTExIDExMSAtMTUwLjUgMjYwLjV0MCAyOTl0MTUwLjUgMjYwLjVxODMgODMgMTkxLjUgMTI2LjV0MjE4LjUgNDMuNXQyMTguNSAtNDMuNXQxOTEuNSAtMTI2LjV6TTQ3NiAxMDY1cS00IDAgLTggLTFxLTEyMSAtMzQgLTIwOS41IC0xMjIuNSB0LTEyMi41IC0yMDkuNXEtNCAtMTIgMi41IC0yM3QxOC41IC0xNGwzNiAtOXEzIC0xIDcgLTFxMjMgMCAyOSAyMnEyNyA5NiA5OCAxNjZxNzAgNzEgMTY2IDk4cTExIDMgMTcuNSAxMy41dDMuNSAyMi41bC05IDM1cS0zIDEzIC0xNCAxOXEtNyA0IC0xNSA0ek01MTIgOTIwcS00IDAgLTkgLTJxLTgwIC0yNCAtMTM4LjUgLTgyLjV0LTgyLjUgLTEzOC41cS00IC0xMyAyIC0yNHQxOSAtMTRsMzQgLTlxNCAtMSA4IC0xcTIyIDAgMjggMjEgcTE4IDU4IDU4LjUgOTguNXQ5Ny41IDU4LjVxMTIgMyAxOCAxMy41dDMgMjEuNWwtOSAzNXEtMyAxMiAtMTQgMTlxLTcgNCAtMTUgNHpNNzE5LjUgNzE5LjVxLTQ5LjUgNDkuNSAtMTE5LjUgNDkuNXQtMTE5LjUgLTQ5LjV0LTQ5LjUgLTExOS41dDQ5LjUgLTExOS41dDExOS41IC00OS41dDExOS41IDQ5LjV0NDkuNSAxMTkuNXQtNDkuNSAxMTkuNXpNODU1IDU1MXEtMjIgMCAtMjggLTIxcS0xOCAtNTggLTU4LjUgLTk4LjV0LTk4LjUgLTU3LjUgcS0xMSAtNCAtMTcgLTE0LjV0LTMgLTIxLjVsOSAtMzVxMyAtMTIgMTQgLTE5cTcgLTQgMTUgLTRxNCAwIDkgMnE4MCAyNCAxMzguNSA4Mi41dDgyLjUgMTM4LjVxNCAxMyAtMi41IDI0dC0xOC41IDE0bC0zNCA5cS00IDEgLTggMXpNMTAwMCA1MTVxLTIzIDAgLTI5IC0yMnEtMjcgLTk2IC05OCAtMTY2cS03MCAtNzEgLTE2NiAtOThxLTExIC0zIC0xNy41IC0xMy41dC0zLjUgLTIyLjVsOSAtMzVxMyAtMTMgMTQgLTE5cTcgLTQgMTUgLTQgcTQgMCA4IDFxMTIxIDM0IDIwOS41IDEyMi41dDEyMi41IDIwOS41cTQgMTIgLTIuNSAyM3QtMTguNSAxNGwtMzYgOXEtMyAxIC03IDF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMjsiIGQ9Ik03MDAgODAwaDMwMHYtMzgwaC0xODB2MjAwaC0zNDB2LTIwMGgtMzgwdjc1NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDU3NXYtNDAwek0xMDAwIDkwMGgtMjAwdjIwMHpNNzAwIDMwMGgxNjJsLTIxMiAtMjEybC0yMTIgMjEyaDE2MnYyMDBoMTAwdi0yMDB6TTUyMCAwaC0zOTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzOTV6TTEwMDAgMjIwdi0xOTVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xOTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMzsiIGQ9Ik03MDAgODAwaDMwMHYtNTIwbC0zNTAgMzUwbC01NTAgLTU1MHYxMDk1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNTc1di00MDB6TTEwMDAgOTAwaC0yMDB2MjAwek04NjIgMjAwaC0xNjJ2LTIwMGgtMTAwdjIwMGgtMTYybDIxMiAyMTJ6TTQ4MCAwaC0zNTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1NWgzODB2LTgwek0xMDAwIDgwdi01NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1NXY4MGgxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwNDsiIGQ9Ik0xMTYyIDgwMGgtMTYydi0yMDBoMTAwbDEwMCAtMTAwaC0zMDB2MzAwaC0xNjJsMjEyIDIxMnpNMjAwIDgwMGgyMDBxMjcgMCA0MCAtMnQyOS41IC0xMC41dDIzLjUgLTMwdDcgLTU3LjVoMzAwdi0xMDBoLTYwMGwtMjAwIC0zNTB2NDUwaDEwMHEwIDM2IDcgNTcuNXQyMy41IDMwdDI5LjUgMTAuNXQ0MCAyek04MDAgNDAwaDI0MGwtMjQwIC00MDBoLTgwMGwzMDAgNTAwaDUwMHYtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDU7IiBkPSJNNjUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMDAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTgwMCBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTYwMHEtMSAwIC0yMCA0bDI0NiAyNDZsLTMyNiAzMjZ2MzI0cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXYtMTUwcTAgLTYyIDQ0IC0xMDZ0MTA2IC00NGgzMDBxNjIgMCAxMDYgNDR0NDQgMTA2ek00MTIgMjUwbC0yMTIgLTIxMnYxNjJoLTIwMHYxMDBoMjAwdjE2MnoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjA2OyIgZD0iTTQ1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDUwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNODAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTUwMCBoLTIwMHYtMzAwaDIwMHEwIC0zNiAtNyAtNTcuNXQtMjMuNSAtMzB0LTI5LjUgLTEwLjV0LTQwIC0yaC02MDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djgwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV2LTE1MHEwIC02MiA0NCAtMTA2dDEwNiAtNDRoMzAwcTYyIDAgMTA2IDQ0dDQ0IDEwNnpNMTIxMiAyNTBsLTIxMiAtMjEydjE2MmgtMjAwdjEwMGgyMDB2MTYyeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDk7IiBkPSJNNjU4IDExOTdsNjM3IC0xMTA0cTIzIC0zOCA3IC02NS41dC02MCAtMjcuNWgtMTI3NnEtNDQgMCAtNjAgMjcuNXQ3IDY1LjVsNjM3IDExMDRxMjIgMzkgNTQgMzl0NTQgLTM5ek03MDQgODAwaC0yMDhxLTIwIDAgLTMyIC0xNC41dC04IC0zNC41bDU4IC0zMDJxNCAtMjAgMjEuNSAtMzQuNXQzNy41IC0xNC41aDU0cTIwIDAgMzcuNSAxNC41dDIxLjUgMzQuNWw1OCAzMDJxNCAyMCAtOCAzNC41dC0zMiAxNC41ek01MDAgMzAwdi0xMDBoMjAwIHYxMDBoLTIwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjEwOyIgZD0iTTQyNSAxMTAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek00MjUgODAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41IHQxNy41IDcuNXpNODI1IDgwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMjUgNTAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNDI1IDUwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNODI1IDUwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNSB2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTI1IDIwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNDI1IDIwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41IHQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTgyNSAyMDBoMjUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMjUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxMTsiIGQ9Ik03MDAgMTIwMGgxMDB2LTIwMGgtMTAwdi0xMDBoMzUwcTYyIDAgODYuNSAtMzkuNXQtMy41IC05NC41bC02NiAtMTMycS00MSAtODMgLTgxIC0xMzRoLTc3MnEtNDAgNTEgLTgxIDEzNGwtNjYgMTMycS0yOCA1NSAtMy41IDk0LjV0ODYuNSAzOS41aDM1MHYxMDBoLTEwMHYyMDBoMTAwdjEwMGgyMDB2LTEwMHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEybDEzNyAtMTAwIGgtOTUwbDEzOCAxMDBoLTEzcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXQxNC41IDM1LjV0MzUuNSAxNC41ek01MCAxMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMTI7IiBkPSJNNjAwIDEzMDBxNDAgMCA2OC41IC0yOS41dDI4LjUgLTcwLjVoLTE5NHEwIDQxIDI4LjUgNzAuNXQ2OC41IDI5LjV6TTQ0MyAxMTAwaDMxNHExOCAtMzcgMTggLTc1cTAgLTggLTMgLTI1aDMyOHE0MSAwIDQ0LjUgLTE2LjV0LTMwLjUgLTM4LjVsLTE3NSAtMTQ1aC02NzhsLTE3OCAxNDVxLTM0IDIyIC0yOSAzOC41dDQ2IDE2LjVoMzI4cS0zIDE3IC0zIDI1cTAgMzggMTggNzV6TTI1MCA3MDBoNzAwcTIxIDAgMzUuNSAtMTQuNSB0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTUwdi0yMDBsMjc1IC0yMDBoLTk1MGwyNzUgMjAwdjIwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXQxNC41IDM1LjV0MzUuNSAxNC41ek01MCAxMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMTM7IiBkPSJNNjAwIDExODFxNzUgMCAxMjggLTUzdDUzIC0xMjh0LTUzIC0xMjh0LTEyOCAtNTN0LTEyOCA1M3QtNTMgMTI4dDUzIDEyOHQxMjggNTN6TTYwMiA3OThoNDZxMzQgMCA1NS41IC0yOC41dDIxLjUgLTg2LjVxMCAtNzYgMzkgLTE4M2gtMzI0cTM5IDEwNyAzOSAxODNxMCA1OCAyMS41IDg2LjV0NTYuNSAyOC41aDQ1ek0yNTAgNDAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTMgbDEzOCAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNDsiIGQ9Ik02MDAgMTMwMHE0NyAwIDkyLjUgLTUzLjV0NzEgLTEyM3QyNS41IC0xMjMuNXEwIC03OCAtNTUuNSAtMTMzLjV0LTEzMy41IC01NS41dC0xMzMuNSA1NS41dC01NS41IDEzMy41cTAgNjIgMzQgMTQzbDE0NCAtMTQzbDExMSAxMTFsLTE2MyAxNjNxMzQgMjYgNjMgMjZ6TTYwMiA3OThoNDZxMzQgMCA1NS41IC0yOC41dDIxLjUgLTg2LjVxMCAtNzYgMzkgLTE4M2gtMzI0cTM5IDEwNyAzOSAxODNxMCA1OCAyMS41IDg2LjV0NTYuNSAyOC41aDQ1IHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEzbDEzOCAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNTsiIGQ9Ik02MDAgMTIwMGwzMDAgLTE2MXYtMTM5aC0zMDBxMCAtNTcgMTguNSAtMTA4dDUwIC05MS41dDYzIC03MnQ3MCAtNjcuNXQ1Ny41IC02MWgtNTMwcS02MCA4MyAtOTAuNSAxNzcuNXQtMzAuNSAxNzguNXQzMyAxNjQuNXQ4Ny41IDEzOS41dDEyNiA5Ni41dDE0NS41IDQxLjV2LTk4ek0yNTAgNDAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTNsMTM4IC0xMDBoLTk1MGwxMzcgMTAwIGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNjsiIGQ9Ik02MDAgMTMwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNzhxNDYgLTI2IDczIC03MnQyNyAtMTAwdi01MGgtNDAwdjUwcTAgNTQgMjcgMTAwdDczIDcydjc4cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNNDAwIDgwMGg0MDBxNTQgMCAxMDAgLTI3dDcyIC03M2gtMTcydi0xMDBoMjAwdi0xMDBoLTIwMHYtMTAwaDIwMHYtMTAwaC0yMDB2LTEwMGgyMDBxMCAtODMgLTU4LjUgLTE0MS41dC0xNDEuNSAtNTguNWgtNDAwIHEtODMgMCAtMTQxLjUgNTguNXQtNTguNSAxNDEuNXY0MDBxMCA4MyA1OC41IDE0MS41dDE0MS41IDU4LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxODsiIGQ9Ik0xNTAgMTEwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtOTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMjUgNDAwaDk1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMjgzbDIyNCAtMjI0cTEzIC0xMyAxMyAtMzEuNXQtMTMgLTMyIHQtMzEuNSAtMTMuNXQtMzEuNSAxM2wtODggODhoLTUyNGwtODcgLTg4cS0xMyAtMTMgLTMyIC0xM3QtMzIgMTMuNXQtMTMgMzJ0MTMgMzEuNWwyMjQgMjI0aC0yODlxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01NDEgMzAwbC0xMDAgLTEwMGgzMjRsLTEwMCAxMDBoLTEyNHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjE5OyIgZD0iTTIwMCAxMTAwaDgwMHE4MyAwIDE0MS41IC01OC41dDU4LjUgLTE0MS41di0yMDBoLTEwMHEwIDQxIC0yOS41IDcwLjV0LTcwLjUgMjkuNWgtMjUwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41aC0xMDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjVoLTI1MHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNWgtMTAwdjIwMHEwIDgzIDU4LjUgMTQxLjV0MTQxLjUgNTguNXpNMTAwIDYwMGgxMDAwcTQxIDAgNzAuNSAtMjkuNSB0MjkuNSAtNzAuNXYtMzAwaC0xMjAwdjMwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTMwMCAxMDB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaDIwMHpNMTEwMCAxMDB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaDIwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjIzOyIgZD0iTTEwNTcgNjQ3bC0xODkgNTA2cS04IDE5IC0yNy41IDMzdC00MC41IDE0aC00MDBxLTIxIDAgLTQwLjUgLTE0dC0yNy41IC0zM2wtMTg5IC01MDZxLTggLTE5IDEuNSAtMzN0MzAuNSAtMTRoNjI1di0xNTBxMCAtMjEgMTQuNSAtMzUuNXQzNS41IC0xNC41dDM1LjUgMTQuNXQxNC41IDM1LjV2MTUwaDEyNXEyMSAwIDMwLjUgMTR0MS41IDMzek04OTcgMGgtNTk1djUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHY1MCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDQ4djMwMGgyMDB2LTMwMGg0N3EyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMjQ7IiBkPSJNOTAwIDgwMGgzMDB2LTU3NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTM3NXY1OTFsLTMwMCAzMDB2ODRxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgzNzV2LTQwMHpNMTIwMCA5MDBoLTIwMHYyMDB6TTQwMCA2MDBoMzAwdi01NzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC02NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgzNzV2LTQwMHpNNzAwIDcwMGgtMjAwdjIwMHogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIyNTsiIGQ9Ik00ODQgMTA5NWgxOTVxNzUgMCAxNDYgLTMyLjV0MTI0IC04NnQ4OS41IC0xMjIuNXQ0OC41IC0xNDJxMTggLTE0IDM1IC0yMHEzMSAtMTAgNjQuNSA2LjV0NDMuNSA0OC41cTEwIDM0IC0xNSA3MXEtMTkgMjcgLTkgNDNxNSA4IDEyLjUgMTF0MTkgLTF0MjMuNSAtMTZxNDEgLTQ0IDM5IC0xMDVxLTMgLTYzIC00NiAtMTA2LjV0LTEwNCAtNDMuNWgtNjJxLTcgLTU1IC0zNSAtMTE3dC01NiAtMTAwbC0zOSAtMjM0cS0zIC0yMCAtMjAgLTM0LjUgdC0zOCAtMTQuNWgtMTAwcS0yMSAwIC0zMyAxNC41dC05IDM0LjVsMTIgNzBxLTQ5IC0xNCAtOTEgLTE0aC0xOTVxLTI0IDAgLTY1IDhsLTExIC02NHEtMyAtMjAgLTIwIC0zNC41dC0zOCAtMTQuNWgtMTAwcS0yMSAwIC0zMyAxNC41dC05IDM0LjVsMjYgMTU3cS04NCA3NCAtMTI4IDE3NWwtMTU5IDUzcS0xOSA3IC0zMyAyNnQtMTQgNDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDEyNHExMSA4NyA1NiAxNjZsLTExMSA5NSBxLTE2IDE0IC0xMi41IDIzLjV0MjQuNSA5LjVoMjAzcTExNiAxMDEgMjUwIDEwMXpNNjc1IDEwMDBoLTI1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMjUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2NTBxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMjY7IiBkPSJNNjQxIDkwMGw0MjMgMjQ3cTE5IDggNDIgMi41dDM3IC0yMS41bDMyIC0zOHExNCAtMTUgMTIuNSAtMzZ0LTE3LjUgLTM0bC0xMzkgLTEyMGgtMzkwek01MCAxMTAwaDEwNnE2NyAwIDEwMyAtMTd0NjYgLTcxbDEwMiAtMjEyaDgyM3EyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBxMCAtMjEgLTE0IC00MHQtMzMgLTI2bC03MzcgLTEzMnEtMjMgLTQgLTQwIDZ0LTI2IDI1cS00MiA2NyAtMTAwIDY3aC0zMDBxLTYyIDAgLTEwNiA0NCB0LTQ0IDEwNnYyMDBxMCA2MiA0NCAxMDZ0MTA2IDQ0ek0xNzMgOTI4aC04MHEtMTkgMCAtMjggLTE0dC05IC0zNXYtNTZxMCAtNTEgNDIgLTUxaDEzNHExNiAwIDIxLjUgOHQ1LjUgMjRxMCAxMSAtMTYgNDV0LTI3IDUxcS0xOCAyOCAtNDMgMjh6TTU1MCA3MjdxLTMyIDAgLTU0LjUgLTIyLjV0LTIyLjUgLTU0LjV0MjIuNSAtNTQuNXQ1NC41IC0yMi41dDU0LjUgMjIuNXQyMi41IDU0LjV0LTIyLjUgNTQuNXQtNTQuNSAyMi41ek0xMzAgMzg5IGwxNTIgMTMwcTE4IDE5IDM0IDI0dDMxIC0zLjV0MjQuNSAtMTcuNXQyNS41IC0yOHEyOCAtMzUgNTAuNSAtNTF0NDguNSAtMTNsNjMgNWw0OCAtMTc5cTEzIC02MSAtMy41IC05Ny41dC02Ny41IC03OS41bC04MCAtNjlxLTQ3IC00MCAtMTA5IC0zNS41dC0xMDMgNTEuNWwtMTMwIDE1MXEtNDAgNDcgLTM1LjUgMTA5LjV0NTEuNSAxMDIuNXpNMzgwIDM3N2wtMTAyIC04OHEtMzEgLTI3IDIgLTY1bDM3IC00M3ExMyAtMTUgMjcuNSAtMTkuNSB0MzEuNSA2LjVsNjEgNTNxMTkgMTYgMTQgNDlxLTIgMjAgLTEyIDU2dC0xNyA0NXEtMTEgMTIgLTE5IDE0dC0yMyAtOHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjI3OyIgZD0iTTYyNSAxMjAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTEwOXE3OSAtMzMgMTMxIC04Ny41dDUzIC0xMjguNXExIC00NiAtMTUgLTg0LjV0LTM5IC02MXQtNDYgLTM4dC0zOSAtMjEuNWwtMTcgLTZxNiAwIDE1IC0xLjV0MzUgLTl0NTAgLTE3LjV0NTMgLTMwdDUwIC00NXQzNS41IC02NHQxNC41IC04NHEwIC01OSAtMTEuNSAtMTA1LjV0LTI4LjUgLTc2LjV0LTQ0IC01MXQtNDkuNSAtMzEuNXQtNTQuNSAtMTZ0LTQ5LjUgLTYuNSB0LTQzLjUgLTF2LTc1cTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NzVoLTEwMHYtNzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY3NWgtMTc1cS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNzV2NjAwaC03NXEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgxNzV2NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di03NWgxMDB2NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNDAwIDkwMHYtMjAwaDI2M3EyOCAwIDQ4LjUgMTAuNXQzMCAyNXQxNSAyOXQ1LjUgMjUuNWwxIDEwcTAgNCAtMC41IDExdC02IDI0dC0xNSAzMHQtMzAgMjR0LTQ4LjUgMTFoLTI2M3pNNDAwIDUwMHYtMjAwaDM2M3EyOCAwIDQ4LjUgMTAuNSB0MzAgMjV0MTUgMjl0NS41IDI1LjVsMSAxMHEwIDQgLTAuNSAxMXQtNiAyNHQtMTUgMzB0LTMwIDI0dC00OC41IDExaC0zNjN6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIzMDsiIGQ9Ik0yMTIgMTE5OGg3ODBxODYgMCAxNDcgLTYxdDYxIC0xNDd2LTQxNnEwIC01MSAtMTggLTE0Mi41dC0zNiAtMTU3LjVsLTE4IC02NnEtMjkgLTg3IC05My41IC0xNDYuNXQtMTQ2LjUgLTU5LjVoLTU3MnEtODIgMCAtMTQ3IDU5dC05MyAxNDdxLTggMjggLTIwIDczdC0zMiAxNDMuNXQtMjAgMTQ5LjV2NDE2cTAgODYgNjEgMTQ3dDE0NyA2MXpNNjAwIDEwNDVxLTcwIDAgLTEzMi41IC0xMS41dC0xMDUuNSAtMzAuNXQtNzguNSAtNDEuNSB0LTU3IC00NXQtMzYgLTQxdC0yMC41IC0zMC41bC02IC0xMmwxNTYgLTI0M2g1NjBsMTU2IDI0M3EtMiA1IC02IDEyLjV0LTIwIDI5LjV0LTM2LjUgNDJ0LTU3IDQ0LjV0LTc5IDQydC0xMDUgMjkuNXQtMTMyLjUgMTJ6TTc2MiA3MDNoLTE1N2wxOTUgMjYxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMzE7IiBkPSJNNDc1IDEzMDBoMTUwcTEwMyAwIDE4OSAtODZ0ODYgLTE4OXYtNTAwcTAgLTQxIC00MiAtODN0LTgzIC00MmgtNDUwcS00MSAwIC04MyA0MnQtNDIgODN2NTAwcTAgMTAzIDg2IDE4OXQxODkgODZ6TTcwMCAzMDB2LTIyNXEwIC0yMSAtMjcgLTQ4dC00OCAtMjdoLTE1MHEtMjEgMCAtNDggMjd0LTI3IDQ4djIyNWgzMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIzMjsiIGQ9Ik00NzUgMTMwMGg5NnEwIC0xNTAgODkuNSAtMjM5LjV0MjM5LjUgLTg5LjV2LTQ0NnEwIC00MSAtNDIgLTgzdC04MyAtNDJoLTQ1MHEtNDEgMCAtODMgNDJ0LTQyIDgzdjUwMHEwIDEwMyA4NiAxODl0MTg5IDg2ek03MDAgMzAwdi0yMjVxMCAtMjEgLTI3IC00OHQtNDggLTI3aC0xNTBxLTIxIDAgLTQ4IDI3dC0yNyA0OHYyMjVoMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMzM7IiBkPSJNMTI5NCA3NjdsLTYzOCAtMjgzbC0zNzggMTcwbC03OCAtNjB2LTIyNGwxMDAgLTE1MHYtMTk5bC0xNTAgMTQ4bC0xNTAgLTE0OXYyMDBsMTAwIDE1MHYyNTBxMCA0IC0wLjUgMTAuNXQwIDkuNXQxIDh0MyA4dDYuNSA2bDQ3IDQwbC0xNDcgNjVsNjQyIDI4M3pNMTAwMCAzODBsLTM1MCAtMTY2bC0zNTAgMTY2djE0N2wzNTAgLTE2NWwzNTAgMTY1di0xNDd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIzNDsiIGQ9Ik0yNTAgODAwcTYyIDAgMTA2IC00NHQ0NCAtMTA2dC00NCAtMTA2dC0xMDYgLTQ0dC0xMDYgNDR0LTQ0IDEwNnQ0NCAxMDZ0MTA2IDQ0ek02NTAgODAwcTYyIDAgMTA2IC00NHQ0NCAtMTA2dC00NCAtMTA2dC0xMDYgLTQ0dC0xMDYgNDR0LTQ0IDEwNnQ0NCAxMDZ0MTA2IDQ0ek0xMDUwIDgwMHE2MiAwIDEwNiAtNDR0NDQgLTEwNnQtNDQgLTEwNnQtMTA2IC00NHQtMTA2IDQ0dC00NCAxMDZ0NDQgMTA2dDEwNiA0NHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjM1OyIgZD0iTTU1MCAxMTAwcTYyIDAgMTA2IC00NHQ0NCAtMTA2dC00NCAtMTA2dC0xMDYgLTQ0dC0xMDYgNDR0LTQ0IDEwNnQ0NCAxMDZ0MTA2IDQ0ek01NTAgNzAwcTYyIDAgMTA2IC00NHQ0NCAtMTA2dC00NCAtMTA2dC0xMDYgLTQ0dC0xMDYgNDR0LTQ0IDEwNnQ0NCAxMDZ0MTA2IDQ0ek01NTAgMzAwcTYyIDAgMTA2IC00NHQ0NCAtMTA2dC00NCAtMTA2dC0xMDYgLTQ0dC0xMDYgNDR0LTQ0IDEwNnQ0NCAxMDZ0MTA2IDQ0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMzY7IiBkPSJNMTI1IDExMDBoOTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtOTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEyNSA3MDBoOTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtOTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjUgdDE3LjUgNy41ek0xMjUgMzAwaDk1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTk1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMzc7IiBkPSJNMzUwIDEyMDBoNTAwcTE2MiAwIDI1NiAtOTMuNXQ5NCAtMjU2LjV2LTUwMHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNTAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY1MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41ek05MDAgMTAwMGgtNjAwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41di02MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDYwMHE0MSAwIDcwLjUgMjkuNSB0MjkuNSA3MC41djYwMHEwIDQxIC0yOS41IDcwLjV0LTcwLjUgMjkuNXpNMzUwIDkwMGg1MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTMwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYzMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek00MDAgODAwdi0yMDBoNDAwdjIwMGgtNDAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMzg7IiBkPSJNMTUwIDExMDBoMTAwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTIwMGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTIwMGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTIwMGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNSB0LTM1LjUgLTE0LjVoLTEwMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2MjAwaC01MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV0MTQuNSAzNS41dDM1LjUgMTQuNWg1MHYyMDBoLTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXQxNC41IDM1LjV0MzUuNSAxNC41aDUwdjIwMGgtNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIzOTsiIGQ9Ik02NTAgMTE4N3E4NyAtNjcgMTE4LjUgLTE1NnQwIC0xNzh0LTExOC41IC0xNTVxLTg3IDY2IC0xMTguNSAxNTV0MCAxNzh0MTE4LjUgMTU2ek0zMDAgODAwcTEyNCAwIDIxMiAtODh0ODggLTIxMnEtMTI0IDAgLTIxMiA4OHQtODggMjEyek0xMDAwIDgwMHEwIC0xMjQgLTg4IC0yMTJ0LTIxMiAtODhxMCAxMjQgODggMjEydDIxMiA4OHpNMzAwIDUwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnogTTEwMDAgNTAwcTAgLTEyNCAtODggLTIxMnQtMjEyIC04OHEwIDEyNCA4OCAyMTJ0MjEyIDg4ek03MDAgMTk5di0xNDRxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjV0LTM1LjUgMTQuNXQtMTQuNSAzNS41djE0MnE0MCAtNCA0MyAtNHExNyAwIDU3IDZ6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI0MDsiIGQ9Ik03NDUgODc4bDY5IDE5cTI1IDYgNDUgLTEybDI5OCAtMjk1cTExIC0xMSAxNSAtMjYuNXQtMiAtMzAuNXEtNSAtMTQgLTE4IC0yMy41dC0yOCAtOS41aC04cTEgMCAxIC0xM3EwIC0yOSAtMiAtNTZ0LTguNSAtNjJ0LTIwIC02M3QtMzMgLTUzdC01MSAtMzl0LTcyLjUgLTE0aC0xNDZxLTE4NCAwIC0xODQgMjg4cTAgMjQgMTAgNDdxLTIwIDQgLTYyIDR0LTYzIC00cTExIC0yNCAxMSAtNDdxMCAtMjg4IC0xODQgLTI4OGgtMTQyIHEtNDggMCAtODQuNSAyMXQtNTYgNTF0LTMyIDcxLjV0LTE2IDc1dC0zLjUgNjguNXEwIDEzIDIgMTNoLTdxLTE1IDAgLTI3LjUgOS41dC0xOC41IDIzLjVxLTYgMTUgLTIgMzAuNXQxNSAyNS41bDI5OCAyOTZxMjAgMTggNDYgMTFsNzYgLTE5cTIwIC01IDMwLjUgLTIyLjV0NS41IC0zNy41dC0yMi41IC0zMXQtMzcuNSAtNWwtNTEgMTJsLTE4MiAtMTkzaDg5MWwtMTgyIDE5M2wtNDQgLTEycS0yMCAtNSAtMzcuNSA2dC0yMi41IDMxdDYgMzcuNSB0MzEgMjIuNXoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjQxOyIgZD0iTTEyMDAgOTAwaC01MHEwIDIxIC00IDM3dC05LjUgMjYuNXQtMTggMTcuNXQtMjIgMTF0LTI4LjUgNS41dC0zMSAydC0zNyAwLjVoLTIwMHYtODUwcTAgLTIyIDI1IC0zNC41dDUwIC0xMy41bDI1IC0ydi0xMDBoLTQwMHYxMDBxNCAwIDExIDAuNXQyNCAzdDMwIDd0MjQgMTV0MTEgMjQuNXY4NTBoLTIwMHEtMjUgMCAtMzcgLTAuNXQtMzEgLTJ0LTI4LjUgLTUuNXQtMjIgLTExdC0xOCAtMTcuNXQtOS41IC0yNi41dC00IC0zN2gtNTB2MzAwIGgxMDAwdi0zMDB6TTUwMCA0NTBoLTI1cTAgMTUgLTQgMjQuNXQtOSAxNC41dC0xNyA3LjV0LTIwIDN0LTI1IDAuNWgtMTAwdi00MjVxMCAtMTEgMTIuNSAtMTcuNXQyNS41IC03LjVoMTJ2LTUwaC0yMDB2NTBxNTAgMCA1MCAyNXY0MjVoLTEwMHEtMTcgMCAtMjUgLTAuNXQtMjAgLTN0LTE3IC03LjV0LTkgLTE0LjV0LTQgLTI0LjVoLTI1djE1MGg1MDB2LTE1MHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjQyOyIgZD0iTTEwMDAgMzAwdjUwcS0yNSAwIC01NSAzMnEtMTQgMTQgLTI1IDMxdC0xNiAyN2wtNCAxMWwtMjg5IDc0N2gtNjlsLTMwMCAtNzU0cS0xOCAtMzUgLTM5IC01NnEtOSAtOSAtMjQuNSAtMTguNXQtMjYuNSAtMTQuNWwtMTEgLTV2LTUwaDI3M3Y1MHEtNDkgMCAtNzguNSAyMS41dC0xMS41IDY3LjVsNjkgMTc2aDI5M2w2MSAtMTY2cTEzIC0zNCAtMy41IC02Ni41dC01NS41IC0zMi41di01MGgzMTJ6TTQxMiA2OTFsMTM0IDM0MmwxMjEgLTM0MiBoLTI1NXpNMTEwMCAxNTB2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgxMDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNDM7IiBkPSJNNTAgMTIwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNjExIDExMThoLTcwcS0xMyAwIC0xOCAtMTJsLTI5OSAtNzUzcS0xNyAtMzIgLTM1IC01MXEtMTggLTE4IC01NiAtMzRxLTEyIC01IC0xMiAtMTh2LTUwcTAgLTggNS41IC0xNHQxNC41IC02IGgyNzNxOCAwIDE0IDZ0NiAxNHY1MHEwIDggLTYgMTR0LTE0IDZxLTU1IDAgLTcxIDIzcS0xMCAxNCAwIDM5bDYzIDE2M2gyNjZsNTcgLTE1M3ExMSAtMzEgLTYgLTU1cS0xMiAtMTcgLTM2IC0xN3EtOCAwIC0xNCAtNnQtNiAtMTR2LTUwcTAgLTggNiAtMTR0MTQgLTZoMzEzcTggMCAxNCA2dDYgMTR2NTBxMCA3IC01LjUgMTN0LTEzLjUgN3EtMTcgMCAtNDIgMjVxLTI1IDI3IC00MCA2M2gtMWwtMjg4IDc0OHEtNSAxMiAtMTkgMTJ6TTYzOSA2MTEgaC0xOTdsMTAzIDI2NHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjQ0OyIgZD0iTTEyMDAgMTEwMGgtMTIwMHYxMDBoMTIwMHYtMTAwek01MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtOTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djkwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDAgcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgOTAwdi0zMDBoMzAwdjMwMGgtMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNDU7IiBkPSJNNTAgMTIwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTkwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY5MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek02NTAgNzAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgNjAwdi0zMDBoMzAwdjMwMGgtMzAwek0xMjAwIDBoLTEyMDB2MTAwaDEyMDB2LTEwMHoiIC8+CjxnbHlwaCB1bmljb2RlPSImI3hlMjQ2OyIgZD0iTTUwIDEwMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0zNTBoMTAwdjE1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoMTAwdi0xMDBoLTEwMHYtMTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djE1MGgtMTAwdi0zNTBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTcwMCA3MDB2LTMwMGgzMDB2MzAwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI0NzsiIGQ9Ik0xMDAgMGgtMTAwdjEyMDBoMTAwdi0xMjAwek0yNTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zMDAgMTAwMHYtMzAwaDMwMHYzMDBoLTMwMHpNMjUwIDUwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTkwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2N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type=\"text\/css\">\n code{white-space: pre-wrap;}\n span.smallcaps{font-variant: small-caps;}\n span.underline{text-decoration: underline;}\n div.column{display: inline-block; vertical-align: top; width: 50%;}\n div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}\n ul.task-list{list-style: none;}\n <\/style>\n<style type=\"text\/css\">code{white-space: pre;}<\/style>\n<script type=\"text\/javascript\">\nif (window.hljs) {\n hljs.configure({languages: []});\n hljs.initHighlightingOnLoad();\n if (document.readyState && document.readyState === \"complete\") {\n window.setTimeout(function() { hljs.initHighlighting(); }, 0);\n }\n}\n<\/script>\n<style type=\"text\/css\">\n.main-container {\n max-width: 940px;\n margin-left: auto;\n margin-right: auto;\n}\nimg {\n max-width:100%;\n}\n.tabbed-pane {\n padding-top: 12px;\n}\n.html-widget {\n margin-bottom: 20px;\n}\nbutton.code-folding-btn:focus {\n outline: none;\n}\nsummary {\n display: list-item;\n}\ndetails > summary > p:only-child {\n display: inline;\n}\npre code {\n padding: 0;\n}\n<\/style>\n\n<style type=\"text\/css\">\n.tabset-dropdown > .nav-tabs {\n display: inline-table;\n max-height: 500px;\n min-height: 44px;\n overflow-y: auto;\n border: 1px solid #ddd;\n border-radius: 4px;\n}\n.tabset-dropdown > .nav-tabs > li.active:before {\n content: \"\ue259\";\n font-family: 'Glyphicons Halflings';\n display: inline-block;\n padding: 10px;\n border-right: 1px solid #ddd;\n}\n.tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before {\n content: \"\ue258\";\n border: none;\n}\n.tabset-dropdown > .nav-tabs.nav-tabs-open:before {\n content: \"\ue259\";\n font-family: 'Glyphicons Halflings';\n display: inline-block;\n padding: 10px;\n border-right: 1px solid #ddd;\n}\n.tabset-dropdown > .nav-tabs > li.active {\n display: block;\n}\n.tabset-dropdown > .nav-tabs > li > a,\n.tabset-dropdown > .nav-tabs > li > a:focus,\n.tabset-dropdown > .nav-tabs > li > a:hover {\n border: none;\n display: inline-block;\n border-radius: 4px;\n background-color: transparent;\n}\n.tabset-dropdown > .nav-tabs.nav-tabs-open > li {\n display: block;\n float: none;\n}\n.tabset-dropdown > .nav-tabs > li {\n display: none;\n}\n<\/style>\n\n<\/head>\n<body>\n<div class=\"container-fluid main-container\">\n<div id=\"header\">\n<h1 class=\"title toc-ignore\">Markdown<\/h1>\n<h4 class=\"author\">Christopher Davidson<\/h4>\n<h4 class=\"date\">2022-06-24<\/h4>\n<\/div>\n<div id=\"annual-members-vs-casual-members\" class=\"section level1\">\n<h1>Annual Members vs Casual Members<\/h1>\n<p>This is a case study for the Google Data Analytics course on\nCoursera. I chose and then was asked to investigate differences between\nAnnual Members and Casual Riders for a fictional bike rental company\ncalled Cyclistic located in Chicago. I have been using data from DIVY\nbikes under this license <a href=\"https:\/\/ride.divvybikes.com\/data-license-agreement\" class=\"uri\">https:\/\/ride.divvybikes.com\/data-license-agreement<\/a>. This\nis a report to show my findings from my Analysis.<\/p>\n<div id=\"ask\" class=\"section level2\">\n<h2>Ask<\/h2>\n<p>The question I was asked by my fictional manager \u201cMoreno\u201d was:<\/p>\n<ul>\n<li>How do annual members and casual riders use Cyclistic bikes\ndifferently?<\/li>\n<\/ul>\n<p>First, I tried to think from the customers point of view and tried to\nidentify the different customer groups that use Cyclistic bikes in the\ntwo groups. These assumptions (since I did not have access to customer\ndata) include:<\/p>\n<p><strong>Casual Riders<\/strong><\/p>\n<ul>\n<li><p>Customers wanting to go from A to B quickly<\/p><\/li>\n<li><p>Customers using the bikes for exercise<\/p><\/li>\n<li><p>Tourists<\/p><\/li>\n<li><p>For Exploration<\/p><\/li>\n<\/ul>\n<p><strong>Annual Members<\/strong><\/p>\n<ul>\n<li><p>Commuters<\/p><\/li>\n<li><p>Easier then owning a bike<\/p><\/li>\n<li><p>No worries on cost<\/p><\/li>\n<li><p>Regular journeys<\/p><\/li>\n<\/ul>\n<p>There is a full program in Cyclistic to attempt to convert Casual\nRiders into Annual Members. My manager is called \u201cLily Moreno\u201d, she is\nthe director of marketing and is responsible for making campaigns and\ninitiatives to promote the bike-share program. Other members of the team\ninclude:<\/p>\n<ul>\n<li>Marketing Analytics Team<\/li>\n<li>Executive team who are notoriously detail-oriented and they will be\nresponsible for approving the final recommended marketing program made\nby us the Marketing Analytics Team.<\/li>\n<\/ul>\n<p>My insights will help Moreno make informed decisions on where to go\nto next. Other members of the analytics team will also have to answer\ntwo other questions to give Moreno a complete picture. Which\ninclude:<\/p>\n<ul>\n<li>Why would casual rides buy Cyclistic annual memberships?<\/li>\n<li>How can Cyclistic use digital media to influence casual riders to\nbecome members?<\/li>\n<\/ul>\n<\/div>\n<div id=\"prepare\" class=\"section level2\">\n<h2>Prepare<\/h2>\n<p>Once I figured out what I was suppose to do, it was time to start. I\npulled the CSV data from the DIVY website for an entire year between May\n2021 to April 2022. I then read all the data and converted into a large\ndata frame consisting of more than 5 million rows using the code\nbelow.<\/p>\n<pre class=\"r\"><code># Convert all the CSV files into one data frame\nyear <- list.files(path = "H:\/R\/CSV", # Identify all CSV files\n pattern = "*.csv", full.names = TRUE) %>% \n lapply(read_csv) %>% # Store all files in list\n bind_rows # Combine data sets into one data set<\/code><\/pre>\n<p>This data came directly from a bike sharing company and in turn came\nfrom the fictional company Cyclistic. There was no need to check for\nbias since it was raw data that came direct from the use of bicycles in\nChicago. The only bias involved here would be my own.<\/p>\n<p>In this fictional world, I will be presenting my findings to the\nanalytics team first to get suggestions on how I can proceed with making\nit look better and see if they think I am going in the right direction.\nAfterwards I will present the findings to my boss, Moreno who will\nconfirm that it is useful data. Then, when Moreno requires it of me, I\nwill present my findings to the executive team with the rest of the data\nanalytics team and Moreno in a well polished presentation.<\/p>\n<p>Here I produced this document to show my working process to you, the\ninterested reader. I currently haven\u2019t made any presentations or reports\nthat are directed towards the executive team or Moreno. I may come back\nand do that later but for now, I want to show you my thinking process.\nThis is a report for you!<\/p>\n<\/div>\n<div id=\"process\" class=\"section level2\">\n<h2>Process<\/h2>\n<p>First I had to clean the data. As you can see I used the packages\n\u2018janitor\u2019 and \u2018tidyr\u2019 to do so.<\/p>\n<pre><code>#cleaning time\nlibrary("janitor")\nclean_names(`year`) #To clean column titles\nget_dupes(`year`) #Remove duplicates, this takes a long time to load\nremove_empty(`year`) #Remove any entries that have nulls (blank entries)\nlibrary("tidyr")\n"year" <- `year` %>% drop_na() #Remove any errors in the data, this also does a similar task to "remove_empty" but I wanted to be double sure.<\/code><\/pre>\n<p>I then checked the structure of the data to see how I can prepare for\nmy analysis.<\/p>\n<pre><code>colnames(year) #List of column names\nnrow(year) #How many rows are in data frame?\ndim(year) #Dimensions of the data frame?\nhead(year) #See the first 6 rows of data frame. Also tail(all_trips)\nstr(year) #See list of columns and data types (numeric, character, etc)\nsummary(year) #Statistical summary of data. Mainly for numerics<\/code><\/pre>\n<p>Due to the way that I have created this code, a part of the code\npreparation has come after the cleaning. Which means this will run\nafterwards. This was also due to wanting to ensure I understood the\nerrors and how to go around it. I decided that I will filter out people\nwho had a bike for less then 5 minutes. When I was able to add extra\ndata that told me the amount of time each ride lasted for. I found that\nsome were in the negative due to maintenance work on the bikes and I\nassumed that if someone had a bike for less then 5 minutes, then there\nwas probably something wrong with the bike. I also added week days\n(e.g.\u00a0Monday, Tuesday, etc) and week numbers (e.g.\u00a0week 52, last week in\nDecember) so I can analyse when they were taking the bikes and how that\nwould effect the usage of the bikes.<\/p>\n<p>The final entry under the \u2018mutate\u2019 function was to add the amount of\ndays the users were using the bikes for. I wanted to see what the users\nwere using their bikes for if they had them longer than two days. Turns\nout that the amount of people renting their bike for longer then two\ndays was very small. So I eventually decided that I could filter them\nout as well to remove any outliers.<\/p>\n<pre><code>library("lubridate")\n"yearT" <- `year` %>% \n select(ride_id,rideable_type,started_at,ended_at,member_casual,start_lat,start_lng,end_lat,end_lng,start_station_name,end_station_name)%>%\n mutate(time = difftime(ended_at,started_at,units = "mins"))%>%\n filter(time > 5)%>% \n mutate(week_day = weekdays(started_at))%>% \n mutate(week_no = week(started_at))%>% \n mutate(days = difftime(ended_at, started_at, units="days"))\nstr(yearT) \n# Convert "time" to numeric so we can run calculations on the data\nyearT$time <- as.numeric(as.character(yearT$time)) \nis.numeric(yearT$time) <\/code><\/pre>\n<p>This was the moment I filtered out those users that rented the bikes\nfor more than two days.<\/p>\n<pre class=\"r\"><code>"yearTC" <- `yearT` %>%\n filter(days<1)%>%\n select(-days)<\/code><\/pre>\n<p>This was actually placed further down in my code but I decided to put\nit here since it is apart of the prepare process. This code was used to\ncreate a new dataframe which I used to figure out the stations which\nwere most likely used for return journeys. More on this later\u2026<\/p>\n<pre class=\"r\"><code>"yearN" <- `year` %>%\n add_count(start_station_name, name = "start_station_count")%>%\n add_count(end_station_name, name = "end_station_count")<\/code><\/pre>\n<p>This is to prepare the data to look at bike usage throughout the\nyear<\/p>\n<pre class=\"r\"><code>"yearTCWcount" <- `yearTC` %>%\n group_by(member_casual, week_no)%>%\n summarise(number_of_rides = n(),average_duration = mean(time))%>%\n arrange(member_casual,week_no)<\/code><\/pre>\n<p>This next set of data prepares dataframes that will be used to look\nat return trips vs non-returning trips. This data is slightly\nspeculative and assuming that if the number of times the stations are\nused are equal, then there must be return journeys going through them. I\ncould not know for sure though since I didn\u2019t have access to customer\ndata. However I would have requested that access if I was working for\nthe company and was attempting to collect this data.<\/p>\n<pre class=\"r\"><code>"yearNret" <- `yearN` %>% \n filter(rideable_type != "docked_bike") %>%\n filter(start_station_count == end_station_count) %>% \n count(member_casual, rideable_type, name = "count") %>%\n mutate("perc" = `count` \/ sum(`count`)) %>%\n mutate("ID" = "Return")\n"yearNnonret" <- `yearN` %>% \n filter(rideable_type != "docked_bike") %>%\n filter(start_station_count != end_station_count) %>% \n count(member_casual, rideable_type, name = "count") %>%\n mutate("perc" = `count` \/ sum(`count`))%>%\n mutate("ID" = "Non-Return")<\/code><\/pre>\n<p>This was done to prepare the data for the plot that will look at\nbicycles that were returned to the same station. Looking at duration and\nfrequency in which this happens.<\/p>\n<pre><code>"SSpercentage" <- `yearN` %>% \n filter(start_station_id == end_station_id) %>% \n count(member_casual,name="equal_station_count") %>%\n full_join(count(`yearN`,member_casual, name="total_count"))%>%\n mutate("return_percentage" = equal_station_count \/ total_count)\n"SSduration" <- `yearN` %>%\n full_join(yearT) %>% \n filter(start_station_id == end_station_id) %>%\n group_by(member_casual) %>%\n summarise(duration = mean(time, na.rm = TRUE))\n <\/code><\/pre>\n<p>This final mess of code was to prepare for the final plot. I created\na map you can see further down, I needed to first summarise the data to\ntell me how much each station is being used for both the start stations\nand the end stations, for both casual riders and annual members. Then I\nneeded to ensure that they all had co-ordinates which mean\u2019t more\ndataframes being created. After all of this, I then joined all the\ndataframes together to create one that will run the map.<\/p>\n<pre class=\"r\"><code>"yearTFStartM" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "member") %>%\n count("station_name" = start_station_name, name = "m_start_count")\n"yearTFEndM" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "member") %>%\n count("station_name" = end_station_name, name = "m_end_count")\n"yearTFStartC" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "casual") %>%\n count("station_name" = start_station_name, name = "c_start_count")\n"yearTFEndC" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "casual") %>%\n count("station_name" = end_station_name, name = "c_end_count")\n"yearTcoordS" <- `yearT` %>%\n select(start_station_name,start_lat,start_lng) %>%\n group_by(start_station_name) %>%\n summarize(lat = median(start_lat), lng = median(start_lng)) \n"yearTcoordE" <- `yearT` %>%\n select(end_station_name,end_lat,end_lng) %>%\n group_by(end_station_name) %>%\n summarize(lat = median(end_lat), lng = median(end_lng)) %>%\n rename(station_name = end_station_name)\n"yearTF" <- `yearTFStartC` %>%\n full_join(`yearTFEndC`, by = "station_name") %>%\n full_join(`yearTFStartM`, by = "station_name") %>%\n full_join(`yearTFEndM`, by = "station_name") %>%\n mutate(c_count = c_start_count + c_end_count) %>%\n mutate(m_count = m_start_count + m_end_count) %>%\n select(station_name,c_count,m_count) %>%\n left_join(yearTcoordE,by = "station_name")\nlibrary(sf)<\/code><\/pre>\n<pre><code>## Linking to GEOS 3.9.1, GDAL 3.3.2, PROJ 7.2.1; sf_use_s2() is TRUE<\/code><\/pre>\n<pre class=\"r\"><code>chi_map <- read_sf("https:\/\/raw.githubusercontent.com\/thisisdaryn\/data\/master\/geo\/chicago\/Comm_Areas.geojson") <\/code><\/pre>\n<\/div>\n<div id=\"analyse\" class=\"section level2\">\n<h2>Analyse<\/h2>\n<p>Checking to overview the data to check to see if any other questions\nspring out at me before I begin my analysis.<\/p>\n<pre><code>glimpse(`yearT`)\ncount(`yearT`,member_casual) #check the contents of member_casual. Could also use table(year$member_casual)\nsummary(yearT)\nlibrary("skimr")\nskim_without_charts(yearT) #quickly using this to see if we can pull any useful data<\/code><\/pre>\n<p>First I noticed that some of the bikes were hired for a huge amount\nof time, more than a day. I wanted to investigate that and found that\nthe statistical significance of this was so minimal (less that 0.05%).\nThe percentage of rides that went over 2 days was so small, that I\nconsidered them outliers, data that could have been caused by faulty\nbikes. Therefore, I took this data out in the future. Which I did at the\nbeginning in prepare (this document isn\u2019t in chronological order).<\/p>\n<pre class=\"r\"><code>library("dplyr")\n"day" <- count(yearT,days,member_casual) %>%\n filter(days>1)%>% \n group_by(member_casual)%>% \n summarise("days_greater_1" = sum(n)) %>% \n inner_join(count(`yearT`,member_casual,name = "total")) %>%\n mutate(percentage_dif = days_greater_1\/total) \n \nhead(day)<\/code><\/pre>\n<pre><code>## # A tibble: 2 \u00d7 4\n## member_casual days_greater_1 total percentage_dif\n## <chr> <int> <int> <dbl>\n## 1 casual 3694 2307337 0.00160 \n## 2 member 492 2492747 0.000197<\/code><\/pre>\n<p>I continued the analysis by looking at the length of time customers\nrented their bikes. It was easy to see that casual riders used the bikes\nfor longer on their journeys than their annual counterparts.<\/p>\n<pre class=\"r\"><code>`yearTC` %>%\n group_by(member_casual)%>%\n summarise("mean" = mean(time))<\/code><\/pre>\n<pre><code>## # A tibble: 2 \u00d7 2\n## member_casual mean\n## <chr> <dbl>\n## 1 casual 28.4\n## 2 member 15.7<\/code><\/pre>\n<p>There was an issue with the week day order. Therefore I ensured that\nthe weekdays were in order on the main chart. My apologies for the\nDanish. I didn\u2019t quite figure out how to change the language.<\/p>\n<pre class=\"r\"><code>yearTC$week_day <- ordered(yearTC$week_day, levels=c("mandag", "tirsdag", "onsdag", "torsdag", "fredag", "l\u00f8rdag", "s\u00f8ndag"))<\/code><\/pre>\n<p>After all of that, I wanted to quickly look at bike usage depending\non the bike type and it was clear that everyone prefers the classic bike\nover any other bike.<\/p>\n<pre class=\"r\"><code>`yearT` %>%\n group_by(member_casual) %>%\n count(member_casual, rideable_type)<\/code><\/pre>\n<pre><code>## # A tibble: 5 \u00d7 3\n## # Groups: member_casual [2]\n## member_casual rideable_type n\n## <chr> <chr> <int>\n## 1 casual classic_bike 1140773\n## 2 casual docked_bike 283618\n## 3 casual electric_bike 882946\n## 4 member classic_bike 1562770\n## 5 member electric_bike 929977<\/code><\/pre>\n<div id=\"weekday-usage\" class=\"section level3\">\n<h3>Weekday Usage<\/h3>\n<p>I then created a weekday data frame to look at annual members and\ncasual riders preferences as to when they want to use the bikes during\nthe week. It was easy to see that casual members used the bikes longer\nthan annual members when viewing the dataframe (can only see head\nbelow). However, it was easier to view the chart and see that data\ninstead, so I waited until then to draw a proper conclusion.<\/p>\n<pre class=\"r\"><code>"yearTCcount" <- `yearTC` %>% \n group_by(member_casual, week_day)%>%\n summarise(number_of_rides = n(),average_duration = mean(time)) %>%\n mutate(number_of_rides \/ 1000) #So it fits better on the chart.\nhead(yearTCcount)<\/code><\/pre>\n<pre><code>## # A tibble: 6 \u00d7 5\n## # Groups: member_casual [1]\n## member_casual week_day number_of_rides average_duration `number_of_rides\/1000`\n## <chr> <ord> <int> <dbl> <dbl>\n## 1 casual mandag 260677 28.8 261.\n## 2 casual tirsdag 241016 25.4 241.\n## 3 casual onsdag 254529 25.0 255.\n## 4 casual torsdag 266360 25.2 266.\n## 5 casual fredag 323952 26.6 324.\n## 6 casual l\u00f8rdag 516067 30.7 516.<\/code><\/pre>\n<\/div>\n<\/div>\n<div id=\"share\" class=\"section level2\">\n<h2>Share<\/h2>\n<div id=\"bike-usage\" class=\"section level3\">\n<h3>Bike usage<\/h3>\n<p>Time for plots! Here I was able to create two plots from the data\nframe I just created. This first one shows the number of rides vs riders\ntype throughout the week. In this plot it is easy to see that casual\nmembers prefer weekends over the weekdays. However, annual members seem\nto prefer Wednesdays over any other day.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/>\n### Bike Duration Then this plot shows the amount of time the different\nriders were riding the bikes on each weekday. In this plot it is easy to\nsee that overall, casual riders prefer to use the bikes far longer then\nthe annual members.Everyone use them the longest on the weekends.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"week-number-usage\" class=\"section level3\">\n<h3>Week Number Usage<\/h3>\n<p>I created a count in the preparation section that shows us the\npopularity of the bikes by both groups on different weekdays. I didn\u2019t\nactually analyse this when it was just numbers because I wanted to see\nthe data visually. So I waited until this stage to properly dig into the\ndata. Then another two charts were created to plot this. The first one\nagain looks at the number of the rides throughout each week. It\u2019s clear\nto see that the summer months are a lot more popular by both groups.\nHowever, annual members are more likely to use the bikes in the winter\nmonths more than the casual riders.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"week-number-duration\" class=\"section level3\">\n<h3>Week Number Duration<\/h3>\n<p>This chart shows us the ride duration. This doesn\u2019t tell us anything\nother than the casual riders prefer to use the bikes longer overall. It\nseems the seasons don\u2019t have a huge effect on the ride length for the\nannual members, however the casual riders seem to prefer to use the\nbikes longer in the summer months than the winter. Apart from two weeks\naround Christmas and New Year when events in Chicago increases.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"station-usage-return-vs-non-returning-bikes\" class=\"section level3\">\n<h3>Station Usage, Return vs Non-Returning Bikes<\/h3>\n<p>I wanted to know how the cyclists use the stations. I wanted to begin\nby looking at return journeys. I did this by looking at how many times\npeople had taken a bike and dropped a bike off at a station. Then took\nall the ones that were equal to assume they were return journeys. I\nunfortunately can\u2019t confirm this because I don\u2019t have the rides\nconnected to customer data and don\u2019t have access to the customer data.\nWe cannot completely trust this data of course. But if I was working for\nthis company, it may get the board more interested in knowing more about\nmy findings. This plot surprised me. It is easy to see that annual\nmembers are more likely to take non-return trips than casual riders and\ncasual riders love to take return trips. I find that really odd because\nmy original thinking is that annual members were more likely to have\nreturn trips than casual riders. It also appears that everyone prefers\nthe classic bikes regardless of the trip.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"same-station-return\" class=\"section level3\">\n<h3>Same Station Return<\/h3>\n<p>Here I melded two potential bar charts into one box chart. I wanted\nto look at the difference between the groups when they returned a bike\nto the same station. That is, they take a bike, they go wherever they\nneed to go, keep the bike and then come back to the same place they\npicked the bike up from. The question on my mind was, \u201cAre casual riders\nmore likely to return a bike to the same station compared with annual\nmembers?\u201d This was created in the assumption that casual riders are most\nlikely tourists. To ensure that the data was equal between annual\nmembers and casual riders, I used a percentage of total rides for each\ngroup. As you can see in the plot, the answer to my question is\n\u201cYes!\u201d.<\/p>\n<p>In the same chart you can also see that casual members also tend to\nuse the bikes double the amount of time compared with the annual members\nwhen dropping a bike off from the same place they picked it up from. The\nassumption here is that they could be tourists exploring the city and\nwanting time to see everything. Annual members could just be using the\nbikes to go to the shop, exercise or another task that requires a small\namount of time to complete.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"location-usage\" class=\"section level3\">\n<h3>Location Usage<\/h3>\n<p>The final plot is actually a map. It shows the location of all the\nstations and their usage depending on the size of the dots. I purposely\nmade the annual members yellow and the casual riders blue. So together\nthey can make green, unfortunately they appear to have made grey\ninstead. With the yellow being see through it means you can compare\nwhich group uses which station more. If you have a blue border to the\ndot, then casual members use that station more. If you have a yellow\nborder to the dot, then annual members are using that station more. In\nthe center of Chicago you can see that it\u2019s quite the mess with\nstations. I could have zoomed into that area with another map, however I\ndon\u2019t think that would give us any significant data. The data we do get\nfrom this map is that casual riders prefer to use the bikes along the\nside of the lake more than the annual members. The annual members are\nmore likely to use their bikes further in the city. It is scattered with\nbikes throughout the rest of the city. An interesting fact is also that\nsome stations have only be used by casual riders, could this be that\nannual members don\u2019t have access to these? If I was working for the\ncompany, I would call up someone who could tell me more about this\nsituation.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<\/div>\n<div id=\"act---the-conclusion\" class=\"section level2\">\n<h2>Act - The Conclusion<\/h2>\n<p>Everyone prefers the classic bike and the amount of times someone\nrents a bike for longer than a day is so statistically insignificant, it\nwas not even worth investigating. Overall, it\u2019s definitely apparent that\nCasual Riders use the bikes longer than annual members. Casual riders\ndefinitely prefer the weekends over the work week, using them more and\nfor longer during that time. Whereas annual members prefer to use the\nbikes in the middle of the work week and only use them slightly longer\non the weekend. Both casual riders and annual members are more likely to\nuse their bikes in the summer weeks. However it is more pronounced with\ncasual riders and they tend to use the bikes longer in the summer weeks.\nAnnual members appear to be quite consistent with their ride duration\nbetween summer and winter weeks.<\/p>\n<p>Surprisingly it appears that casual riders are more likely to go on\nreturn trips using the bicycles. Annual members are less likely to go on\nreturn trips. Casual riders are twice as likely to drop their bike off\nfrom the same place they picked it up from. However, over 10% of casual\nriders will do this whereas less than 5% of annual riders do this. When\nthey do pick up a bike from the same station they drop them off at,\ncasual riders take double the amount of time to use them compared with\nannual members. This is probably due to them sightseeing, whereas annual\nmembers perhaps just want to go to a shop, use the bike for exercise or\nanother task that takes a small amount of time.<\/p>\n<p>The map shows that casual riders are more likely to rent bikes\nbesides the lake and tend to stick around the city. There are some\nrandom stations which were only used by casual riders. However the grey\ndots with yellow outlines show that annual members are more likely to\nuse the stations that are out from the city center.<\/p>\n<p>Overall, this has been an interesting journey to get hold of this\ninformation and I have enjoyed it thoroughly. This case study was\ncompletely created using R from start to finish. It has been a hard and\nchallenging journey but I have enjoyed every minute of it. Just wish I\nhad more time to work on it. But lets create one more dataframe to wrap\neverything up\u2026<\/p>\n<pre><code>## CRiders\n## 1 Casual Riders\n## 2 - Bike ride duration is longer\n## 3 - Prefer riding on the weekend\n## 4 - Prefer to ride in the summer\n## 5 - More likely to go on return trips\n## 6 - At 10%, they are twice as likely to drop a bike off from where they got it from\n## 7 - They take double the amount of time to use a bike when they drop it off from the same place they got it\n## 8 - They are more likely to rent a bike along the lake\n## AMembers\n## 1 vs Annual Members\n## 2 - Prefer riding mid-week\n## 3 - Ride for slightly long on weekend\n## 4 - Use bikes more in summer but use them more in winter than casual riders\n## 5 - Less likely to take return trips\n## 6 - At 5%, annual members are less likely to drop their bike off where they got it from\n## 7 - They take half the time to use a bike when they drop a bike off in the same place they got it\n## 8 - More likely to rent a bike outside of the city center<\/code><\/pre>\n<\/div>\n<div id=\"top-three-recomendations\" class=\"section level2\">\n<h2>Top Three Recomendations<\/h2>\n<p>Moreno asked me about what the top three recommendations are from my\nanalysis. I would like to suggest this:<\/p>\n<ol style=\"list-style-type: decimal\">\n<li><p>Casual Riders are more likely to use the bikes during the summer,\nhowever we could convince them that it would be cheaper for them to get\nan annual membership since they use their bikes for at least double the\namount of time annual members do. Which means, they must be paying more\noverall.<\/p><\/li>\n<li><p>It surprised me that they are more likely to go on return trips.\nIf this is the case, then we can advertise that it would be cheaper for\nthem to do that with an annual membership rather paying for the\nride.<\/p><\/li>\n<li><p>They generally just move around the center of the city. Could it\nbe possible to change the annual membership types so you could have\nzones included? Say it could be cheaper to go around the center of the\ncity rather than outside the center.<\/p><\/li>\n<\/ol>\n<p>In this fictional world, I would have been talking with the analytics\nteam during analysis, phoning many industry experts to confirm whether\nmy assumptions are correct and get some other thoughts on what I could\nanalyse. I would make a report similar to this but more consise with\ncharts and simple data frames for Moreno to know what is going on. Then\nAfter some meeting with everyone in the analytics team and discussions\non how we will present. I will incorporate my presentation with the rest\nof the Analytics team presentations and I will stand in front of the\nexecutives to show why Moreno\u2019s plan will work backed up with a great\nstory, data and charts. I am good with the story telling, you could see\nthat in my novel <a href=\"https:\/\/starjump.nu\/\" class=\"uri\">https:\/\/starjump.nu\/<\/a> that is currently published online\nfor free.<\/p>\n<p>Thank you for reading and I hope you have enjoyed reading about my\nprocess as much as I have enjoyed doing it.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<script>\n\/\/ add bootstrap table styles to pandoc tables\nfunction bootstrapStylePandocTables() {\n $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed');\n}\n$(document).ready(function () {\n bootstrapStylePandocTables();\n});\n<\/script>\n\n<script>\n$(document).ready(function () {\n window.buildTabsets(\"TOC\");\n});\n$(document).ready(function () {\n $('.tabset-dropdown > .nav-tabs > li').click(function () {\n $(this).parent().toggleClass('nav-tabs-open');\n });\n});\n<\/script>\n\n\n<script>\n (function () {\n var script = document.createElement(\"script\");\n script.type = \"text\/javascript\";\n script.src = \"https:\/\/mathjax.rstudio.com\/latest\/MathJax.js?config=TeX-AMS-MML_HTMLorMML\";\n document.getElementsByTagName(\"head\")[0].appendChild(script);\n })();\n<\/script>\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>This case study was completed using the R programming language and finally wrapped into code chunks in this Markdown text. 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{"id":238,"date":"2022-06-12T15:04:18","date_gmt":"2022-06-12T15:04:18","guid":{"rendered":"https:\/\/christopherdavidson.eu\/?page_id=238"},"modified":"2022-09-23T08:21:40","modified_gmt":"2022-09-23T08:21:40","slug":"coursera-capstone-bike-sharing-case-study","status":"publish","type":"page","link":"https:\/\/christopherdavidson.eu\/index.php\/coursera-capstone-bike-sharing-case-study\/","title":{"rendered":"Google Analytics Bike Sharing Case Study"},"content":{"rendered":"\n

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wkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ\/1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb\/Veyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6\/xM+4Y67ngNBknxIPwuppgIhFcwJyr6EIj+LzNj\/mfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h\/C\/PkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn\/pdpgHKNGrGIdkRK+KPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho+EIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA+q\/j9m3LM\/O7WJka4tSidVCjsvo2lQ\/2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3\/5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho\/bcwQdeboqfQartuU3CsCf+cXkgYAqp\/0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid\/NIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A+TRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC+JE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW\/WDHA60cYFaI\/PjpzquUqdaYGcIq+mLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC+1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A+P\/oFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E\/vwOiKxRtCWsDM+eTHUrmwrCK5BIfMzGkD+0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3\/kFutpQGNc3pCR7gvC4sgwbupDu3DyEN+W6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc+h1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0+bC5zgpGz7Io+mjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO\/ENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn+3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif+pZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx\/k3QgnAFSq27\/2i4GEBA+UvTJKK\/9eISNvG46Em5RZfjTYLdeD8kdXHyrwId\/DQZUaMCY4gGbke2C8vfjgV\/Y9kkRQOJIn\/xM9INZSpiBnqX0Q9GlQPpPKAyO5y+W5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W\/N6l54qOynCqD3DpWQ+mpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE+7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv\/8lbTIkkYpqKM9VOhp65ktYk+Q46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI+ejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5+7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu+vtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY\/iOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v+6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ\/qDQK+bfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam+WpHG+0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3+J1eCBay8IYZ0wQRKGAqvCuZ\/UgbQPyllosq+XtfKIZOzmeJqRazpmmoP\/76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t\/I4Jktu0XSgifO2ozFOiwd\/0SssJDn0dn4xqk4GDTTKX73\/wQyBLdqgJ+Wx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy\/qqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh\/wkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml\/R4yrzow1Q2A5G+kzo\/RhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj\/UMMc34IBqTKLDTp76WzL\/dMjCxK7MjhiGjeYAC\/kj\/jY\/Rde7hpSM1xChrog6yZ7OWTuD56xBJnGFE+pT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G+9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36\/dBySis4m9\/DR8izaLJW6bWCkVgm5T+ius3ZXq4xI+GnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te\/r4dPYMCl5qtiHNTn+TPbh1jCBHH+dMJNhwNgs3nT+OhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF+uRIWyXjQMAs2chdpaKPNaB+kSezYt0+CA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6\/TzoA1\/ZBG9bIUVHLAbi\/kdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh+epgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF+zkJHIA7PwCDk1gGVmGUZSSoPhNf+Tklauz98QofOlCIQ\/tCD4dosHYPqtPCXB3agggQQIqQJsSkB+qn0rkQ1toJjON\/OtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU+TQ6NIw3ej+AtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb++W6Uk4q6F7\/rg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK+EfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l+wM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l+DMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg+EWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb+Mw76Qy29iQ5up\/X7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa\/xnsMYcIO\/vEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz\/Chp\/Vlpj2P7jJQmQRwGnltkTV5dbF9fE3\/fxoSqTROgq9wFUlbuYzYcasE0ouzBo+dDCDzxKAfhbAZYxQiHrLzV2iVexnDX\/QnT1fsT\/xuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR+CtGdkPwYN2o7DOw\/VGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO\/f9Qua+pDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD\/prQ84B1pVGkIpVUAHCG+iz3Bn3qm2AVrYcYWhock4jso5+J7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk+UILT7+VoX5mdxxA5fS42gISQVi\/HTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8\/6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk\/wdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt+Su9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ\/BfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk\/gc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B\/\/lHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO+CvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd\/p1gi\/07h8qfwHrByuSxglc9cI4QIg2oqvC\/qm0i7tjPLTgDhoWTAKDO2ONW5oe+\/eKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2\/j4ODUwRkqrtBBCrDsDpt8jhZdXoy\/1BCqw3sSGhgGGy0a5Jw6BP\/TExoCmNFYjZl248A0osgPyGEmRA+fAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd\/ocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE\/EZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ\/Ugd\/JZQK8lvAm43uDRAbyW8gZ+ZGq0EVerVGUKUSm\/Idn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ+QATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm+oOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724+zUQ7+vkCpZB+pGA562hYQiDxHVWOq0oDQl\/QsoiY+cuI7iWq\/ZIBtHcXJ7kks+h2fCNUPA82BzjnqktNts+RLdk1VSu+tqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy\/44XYXdI5noQoRcvjZ1RMPACRqYg2V1+OwOepcOknRLLFdYgTkT5UApt\/JhLM3jeFYprZV+Zow2g8fP+U68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr\/A1SY9dXFz4RjzoU9ExfJCmx\/I9FKEGT3n2cmzl2X42L3Jh+AbQq6sA+Ss1kitoa4TAYgKHaoybHUDJ51oETdeI\/9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB+Un44zExFE4vLytcu5NwpWrUxO\/0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL+BDqMyaN3RJPh\/anbx+Iv+qgQdAa3M9Z5JmvYlh4qop+Ho1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs+gs37sFvi0PPVvA5dnCBgILTwoKd\/+DoL9F6inlM7H4rOTzD79KJgKlZO\/Zgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno+gBoKVXgIL\/VI8dB1O5o\/R3Suez\/gD7M781ShjKpIIORM\/nxG+jjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4\/QftDbEn+AucIr1oxrLabRj9q4ae0+fXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd+eNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz\/6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT+mAUmiYbV3YQVqFVp9dorv+TsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp+xJyYLv1OsxQCZwTB4a8BZ\/5EdxTBJthApqyfd9u3ifr\/WILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj\/qn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9+W8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4\/YtowhEmTs0vrvlD\/CrisnoBNDAcUi\/teY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O\/4DcgV\/dZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk+tgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb\/n7qwhvGnrHuf5bX6Vh\/n3xffU3PeHdR+FA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E+YbfL0adwNtHP7dT7t7b46DVZIkzaRJOM+S6KcrzYVg+T3wSRFRQashjfU18NutrKa\/7PXbtuJvpIjbgPeqd+pjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir\/8tNXJ\/OsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG+FZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx\/GdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD\/Qi\/EmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4\/asthNMK5UQKCOhU97oaOYNGsTah+jfCKsZnTRn5TbhFX8ghg8CBYt\/BjeYYYUrtUZ5jVij\/op7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM+3SW6Opll\/wgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy+QbSKVJcqkia+GvDefFwMOmgnD7h81TUtMn+mRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d\/QK7Cr4uoCeOQ7\/8JfKT77KiDzLImESHw\/0wf73QeHu74hxv7uihi4fTX+XEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo\/oVH5ww5OzLFsiTPDns7fS6EURSSWd\/92BxMYQ8sBaH+j+wthQPdVgDGpTfi+JQIWMD8xKqULliRH01rTeyF8x8q\/GBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE+\/7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV\/yTDRRP8Y2ww5RO6d2D94o+6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt+kqdae76ViWe3STan69yaF9+fESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw\/A1zEdjWquIsQXXGIVEH0thC5M+W9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF+RVmI8L4HUYk4x+67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8\/p5qIQrEo\/H+1l\/0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud+tJUfdaZ4CWNijzZtlRa8+CkmO\/EwHYfPZFU\/hzjFWH7vnzHRMo+aF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce\/+\/9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs\/GWJS6SwEN\/ULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e+G2zor8l+YaMxSEomDdLHGcD6YVQPegTaA74H8+V4WvJkFUrjMLGLlvSZQWvi8\/QA7yzQ8GPno\/\/5SJHRP\/OqKObPCo81s\/+6WgLqykYpGAgQZhVDEBPXWgU\/WzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M+GWn6ASobIWC+LbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg\/kpf3+CnAXKiMgIE8Jk\/Mhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo+RJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B+SkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE+VMd3b1fhCynD0pQNhCG6\/WCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp\/YbHjo++7\/Wj8S4YNa+ZdqAw1hDrKWFXv9+zaXpf8ZTDSbiqsxnwN\/CzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m\/NCW\/HILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO+5EJ7Z6bCiRoPedRZ\/P0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn\/LvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl+11PoFYnNv2HwAODeNRkHj+8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij+bsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur\/eWHjiB7SOVdqMAVmpBvfRiebsFjger7DC+8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l+kXRZ0KLZaGsFSIdQz\/HXDxf3\/TE30+DgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH+RptvRMVRaahu4cySjS3P5wxAUCPkmn+rhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik\/zbrTQk5KmgxCg\/f45L0jywebOWUYFJQAJia7XzCV0x89rpp\/f3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl+5tfUWZNwBpEPXghzbBggYCw\/dhy0ntds2yeHCDKkF\/YxQjNIL\/F\/37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD+qNOhwMlfARQUdJ2tUX+MNJqOwIciWalZsmEjt07tfa8ma4cji9sqz+Q9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe+jGDiNJQLWnfx+drTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf\/bkvo8PLVBsZl152y5S8+HRDfZIMCbYZ1WDp4yrdchOJw8k6R+\/2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB+M4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5\/iYp3ZdrCf7fL+en+sIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv+NRiJc8JAKqqgCA\/PNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN\/hCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj+bYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5\/zBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8\/i+jHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2+JrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk+Mz7wwstg6RFZb+TZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm\/7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk+9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx+whVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC+XYuqMBMUun5YezKbRKmEPwuK+CLzijPEQgfhahQswBBLfg\/GBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX+RCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk\/4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug\/AbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM+Zu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX\/pcsfwXbLze2+D+u33OGBoJyAAL3jn3RuEcdp5If8O+a4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT++tm+haBCikRUUMrMhYKZJKYoVuv\/bsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV\/DMUxd9uFZmBfKXMCn\/SqkWJyKPnT6lq+4zBZni6fYRByJn6OK+OgPBGRAJluwGSk4wxjOOzyce\/PKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO\/cEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm+bddRQu5F9s0XftGEJ9JSuSk+ZachCbdU45fEqbugzTIUokwoAKvpUQF\/CvLbWW5BNQFqFkJg2f30E\/48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J+1pT0tLkvFVZaNzfhs\/Kd3+A9YsImlO4XK4vpCo\/elHQi\/9gkFg07xxnuXLt21unCIpDV+bbRxb7FC6nWYTsMFF8+1LUg4JFjVt3vqbuhHmDKbgQ4e+RGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB\/KVijd1ARWkFEf3yiUw1v\/WaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G+ZManTqDLPjyrOse7WiiwOJCG+J0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj\/6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j\/N46f+S2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb\/0jQbaHJ2YRK8A+ls6WMhWmpCXYG5jqapGs5\/eOJErxi2\/2KWVHiPellTgh\/fNl\/2KYPKb7DUcAg+mCOPQFCiU9Mq\/WLcU1xxC8aLePFZZlE+PCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh\/nFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW+oKFLvpyvTBMM69tN1Ydwv1LIEhHsC+ueVG+w+kyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw+H\/AuOx+aH+tBL88H57D0MsqyiZxhOEQkF\/8DR1d2hSPMj\/sNOa5rxcUnBgH8ictv2J+cb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd\/PjMMtQfyDNZsOPd6XcAsnBE\/mRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl\/XPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG\/VanIvcwycVA7+BE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP\/MVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX\/5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c\/F1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J\/5wkjpkre727p5PTRX5FGrSBIfJqhJE\/IS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug+oRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U\/5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7\/BQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN+nA7pvF78\/RII5ZHA09OAiE\/66MF6HQ+qVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe+hXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz+JV\/4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB+K3wBP\/ineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q\/9uocGsx41O4IZhViw\/2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY\/cQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE\/om7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi\/caHSM3FPRGRf7dB7YC+cD2ho6oL2zGDCkjlf\/DFoQVl8GS\/56wur3rdV6ggtzZW60MRB3g+U1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg\/gBQIZMG\/YcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK\/G7F3mUc3GOAKqh60zM0v34v+ELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND+\/GTk6M56Ig4yMsU6LUW1EWE+fIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP\/IoRIZ\/F6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg\/RrPD\/d3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl+Mu4xf0ezqeXD2PtPDnwMPo86sbwDV+9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD\/OwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d\/UfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH+14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC+OA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6+vAUUBoGhY3CT2tgwehdPqU\/4Q7ZLYvhRl\/ogOvR9O2+wkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn\/dFSWBWzQ\/VYk+Gezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n\/yJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET\/Hh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j+DXfpi12m1RbzYLg9J2wFergEwOxFyD0\/JstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT\/cUP6pE\/mujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB+HEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu+vqQ02+KpJBjaLt9ye1Ab+BbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC+UwkXOoAjneU\/xHplMQo2cXUlrVNqJYczgYlaOEczVCs\/OCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38+xsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9+b8fH6+b8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj\/0Q7PFUcC8hDrxESWdfgFRm+7vvWbkEppHB4T\/1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y+g3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR\/Rrs\/JLKXgEx+qkmeDlFOD1\/yTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW+xz+5FElFxWB28VjYIGZ0Yd+5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ+lT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ+2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1+JpI9psyNYIFuJogZa0\/1AhOWdlHQxdAgbwacsHqPZo8u\/ngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2+RdM+MAaYaZ0Y\/ADkbNCZuAyAVQa2OcXOeICmDn9Q\/eFkDeFQg5MgHEDXq\/tVjj+jtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2\/Bc0UxvseQCO2pQ2i+Krfhu\/WeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt\/U0Wf+phiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7+ExseJauyqo30hs+1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j\/e1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la\/QCTiVelFnU6O\/GCvykqS\/wZJDhKN9gBtSOp\/1SP5VRgJcoVj+kmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn+8p6+vBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H+gDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D\/GvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P+jAgN5TB3haSifDcApp6yymEi6Ij\/GsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x\/pChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11\/yxyw0UnGig3MFdZklN5FI\/qiT65T+jOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5+bqWiAYiAv6Jsf79\/VUs4cIl+n6+WOjcgB\/2l5TreoAV2717JzZbQIR0W1cl\/dEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW\/PhoawJDrGAP0JYWHgAVUByo\/bGdiv2T2EMg8gsS14\/rAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq+SCcTSx5NDtbFwNlh8VhjGGDu7JG5\/TAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9+ogD8Kk\/W7QoRN1UWPqM4+xdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c+4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS+o3F8YVVeikw13w+OEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX++7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9\/O53DYi\/5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD+P8sNh6e+XYHJXT\/lkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp+pT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS\/2ToPjqkaq62\/7WFG8advGlRRqxB9diP07JrXowKR9tpRa+jGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq+nsp3YMuXt\/GkXxLx\/P6+ZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar+gMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud+YlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl\/zh575R5rsrmRnKAzq4POFdgbYBuEviM4+LVC15ssLNFghbTtHWerS1hDt5s4qkLUha\/qpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI+yjEldJfSo4y0QhG4i4IwkRFGcjWY8+EzgYYJUK7BXQksLxAww\/YYWBMhJILB9e8ePEJ4OP7z+4\/wOQDl64iOYDp26DaONPxpKtBxq\/aTzRGarm3VkPYTLJKx6Z\/Mw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ+lPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k\/UuGkNpP1DBI5ch\/EehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv+J41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI+HYexTUevLUeta4\/DqKrbMVS+Yqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ++KkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9\/Wx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k\/90B8+yRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB\/mQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go\/n6j0cS+a2gEU8gIHJ+BwfgZX4GL+Bd\/gW34FZ+BS\/gUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh\/F062yJ7AAAAEDAWAAABWhJ+KPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg) 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format('truetype'),url(data:image\/svg+xml;base64,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type=\"text\/css\">\n code{white-space: pre-wrap;}\n span.smallcaps{font-variant: small-caps;}\n span.underline{text-decoration: underline;}\n div.column{display: inline-block; vertical-align: top; width: 50%;}\n div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}\n ul.task-list{list-style: none;}\n <\/style>\n<style type=\"text\/css\">code{white-space: pre;}<\/style>\n<script type=\"text\/javascript\">\nif (window.hljs) {\n hljs.configure({languages: []});\n hljs.initHighlightingOnLoad();\n if (document.readyState && document.readyState === \"complete\") {\n window.setTimeout(function() { hljs.initHighlighting(); }, 0);\n }\n}\n<\/script>\n<style type=\"text\/css\">\n.main-container {\n max-width: 940px;\n margin-left: auto;\n margin-right: auto;\n}\nimg {\n max-width:100%;\n}\n.tabbed-pane {\n padding-top: 12px;\n}\n.html-widget {\n margin-bottom: 20px;\n}\nbutton.code-folding-btn:focus {\n outline: none;\n}\nsummary {\n display: list-item;\n}\ndetails > summary > p:only-child {\n display: inline;\n}\npre code {\n padding: 0;\n}\n<\/style>\n\n<style type=\"text\/css\">\n.tabset-dropdown > .nav-tabs {\n display: inline-table;\n max-height: 500px;\n min-height: 44px;\n overflow-y: auto;\n border: 1px solid #ddd;\n border-radius: 4px;\n}\n.tabset-dropdown > .nav-tabs > li.active:before {\n content: \"\ue259\";\n font-family: 'Glyphicons Halflings';\n display: inline-block;\n padding: 10px;\n border-right: 1px solid #ddd;\n}\n.tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before {\n content: \"\ue258\";\n border: none;\n}\n.tabset-dropdown > .nav-tabs.nav-tabs-open:before {\n content: \"\ue259\";\n font-family: 'Glyphicons Halflings';\n display: inline-block;\n padding: 10px;\n border-right: 1px solid #ddd;\n}\n.tabset-dropdown > .nav-tabs > li.active {\n display: block;\n}\n.tabset-dropdown > .nav-tabs > li > a,\n.tabset-dropdown > .nav-tabs > li > a:focus,\n.tabset-dropdown > .nav-tabs > li > a:hover {\n border: none;\n display: inline-block;\n border-radius: 4px;\n background-color: transparent;\n}\n.tabset-dropdown > .nav-tabs.nav-tabs-open > li {\n display: block;\n float: none;\n}\n.tabset-dropdown > .nav-tabs > li {\n display: none;\n}\n<\/style>\n\n<\/head>\n<body>\n<div class=\"container-fluid main-container\">\n<div id=\"header\">\n<h1 class=\"title toc-ignore\">Markdown<\/h1>\n<h4 class=\"author\">Christopher Davidson<\/h4>\n<h4 class=\"date\">2022-06-24<\/h4>\n<\/div>\n<div id=\"annual-members-vs-casual-members\" class=\"section level1\">\n<h1>Annual Members vs Casual Members<\/h1>\n<p>This is a case study for the Google Data Analytics course on\nCoursera. I chose and then was asked to investigate differences between\nAnnual Members and Casual Riders for a fictional bike rental company\ncalled Cyclistic located in Chicago. I have been using data from DIVY\nbikes under this license <a href=\"https:\/\/ride.divvybikes.com\/data-license-agreement\" class=\"uri\">https:\/\/ride.divvybikes.com\/data-license-agreement<\/a>. This\nis a report to show my findings from my Analysis.<\/p>\n<div id=\"ask\" class=\"section level2\">\n<h2>Ask<\/h2>\n<p>The question I was asked by my fictional manager \u201cMoreno\u201d was:<\/p>\n<ul>\n<li>How do annual members and casual riders use Cyclistic bikes\ndifferently?<\/li>\n<\/ul>\n<p>First, I tried to think from the customers point of view and tried to\nidentify the different customer groups that use Cyclistic bikes in the\ntwo groups. These assumptions (since I did not have access to customer\ndata) include:<\/p>\n<p><strong>Casual Riders<\/strong><\/p>\n<ul>\n<li><p>Customers wanting to go from A to B quickly<\/p><\/li>\n<li><p>Customers using the bikes for exercise<\/p><\/li>\n<li><p>Tourists<\/p><\/li>\n<li><p>For Exploration<\/p><\/li>\n<\/ul>\n<p><strong>Annual Members<\/strong><\/p>\n<ul>\n<li><p>Commuters<\/p><\/li>\n<li><p>Easier then owning a bike<\/p><\/li>\n<li><p>No worries on cost<\/p><\/li>\n<li><p>Regular journeys<\/p><\/li>\n<\/ul>\n<p>There is a full program in Cyclistic to attempt to convert Casual\nRiders into Annual Members. My manager is called \u201cLily Moreno\u201d, she is\nthe director of marketing and is responsible for making campaigns and\ninitiatives to promote the bike-share program. Other members of the team\ninclude:<\/p>\n<ul>\n<li>Marketing Analytics Team<\/li>\n<li>Executive team who are notoriously detail-oriented and they will be\nresponsible for approving the final recommended marketing program made\nby us the Marketing Analytics Team.<\/li>\n<\/ul>\n<p>My insights will help Moreno make informed decisions on where to go\nto next. Other members of the analytics team will also have to answer\ntwo other questions to give Moreno a complete picture. Which\ninclude:<\/p>\n<ul>\n<li>Why would casual rides buy Cyclistic annual memberships?<\/li>\n<li>How can Cyclistic use digital media to influence casual riders to\nbecome members?<\/li>\n<\/ul>\n<\/div>\n<div id=\"prepare\" class=\"section level2\">\n<h2>Prepare<\/h2>\n<p>Once I figured out what I was suppose to do, it was time to start. I\npulled the CSV data from the DIVY website for an entire year between May\n2021 to April 2022. I then read all the data and converted into a large\ndata frame consisting of more than 5 million rows using the code\nbelow.<\/p>\n<pre class=\"r\"><code># Convert all the CSV files into one data frame\nyear <- list.files(path = "H:\/R\/CSV", # Identify all CSV files\n pattern = "*.csv", full.names = TRUE) %>% \n lapply(read_csv) %>% # Store all files in list\n bind_rows # Combine data sets into one data set<\/code><\/pre>\n<p>This data came directly from a bike sharing company and in turn came\nfrom the fictional company Cyclistic. There was no need to check for\nbias since it was raw data that came direct from the use of bicycles in\nChicago. The only bias involved here would be my own.<\/p>\n<p>In this fictional world, I will be presenting my findings to the\nanalytics team first to get suggestions on how I can proceed with making\nit look better and see if they think I am going in the right direction.\nAfterwards I will present the findings to my boss, Moreno who will\nconfirm that it is useful data. Then, when Moreno requires it of me, I\nwill present my findings to the executive team with the rest of the data\nanalytics team and Moreno in a well polished presentation.<\/p>\n<p>Here I produced this document to show my working process to you, the\ninterested reader. I currently haven\u2019t made any presentations or reports\nthat are directed towards the executive team or Moreno. I may come back\nand do that later but for now, I want to show you my thinking process.\nThis is a report for you!<\/p>\n<\/div>\n<div id=\"process\" class=\"section level2\">\n<h2>Process<\/h2>\n<p>First I had to clean the data. As you can see I used the packages\n\u2018janitor\u2019 and \u2018tidyr\u2019 to do so.<\/p>\n<pre><code>#cleaning time\nlibrary("janitor")\nclean_names(`year`) #To clean column titles\nget_dupes(`year`) #Remove duplicates, this takes a long time to load\nremove_empty(`year`) #Remove any entries that have nulls (blank entries)\nlibrary("tidyr")\n"year" <- `year` %>% drop_na() #Remove any errors in the data, this also does a similar task to "remove_empty" but I wanted to be double sure.<\/code><\/pre>\n<p>I then checked the structure of the data to see how I can prepare for\nmy analysis.<\/p>\n<pre><code>colnames(year) #List of column names\nnrow(year) #How many rows are in data frame?\ndim(year) #Dimensions of the data frame?\nhead(year) #See the first 6 rows of data frame. Also tail(all_trips)\nstr(year) #See list of columns and data types (numeric, character, etc)\nsummary(year) #Statistical summary of data. Mainly for numerics<\/code><\/pre>\n<p>Due to the way that I have created this code, a part of the code\npreparation has come after the cleaning. Which means this will run\nafterwards. This was also due to wanting to ensure I understood the\nerrors and how to go around it. I decided that I will filter out people\nwho had a bike for less then 5 minutes. When I was able to add extra\ndata that told me the amount of time each ride lasted for. I found that\nsome were in the negative due to maintenance work on the bikes and I\nassumed that if someone had a bike for less then 5 minutes, then there\nwas probably something wrong with the bike. I also added week days\n(e.g.\u00a0Monday, Tuesday, etc) and week numbers (e.g.\u00a0week 52, last week in\nDecember) so I can analyse when they were taking the bikes and how that\nwould effect the usage of the bikes.<\/p>\n<p>The final entry under the \u2018mutate\u2019 function was to add the amount of\ndays the users were using the bikes for. I wanted to see what the users\nwere using their bikes for if they had them longer than two days. Turns\nout that the amount of people renting their bike for longer then two\ndays was very small. So I eventually decided that I could filter them\nout as well to remove any outliers.<\/p>\n<pre><code>library("lubridate")\n"yearT" <- `year` %>% \n select(ride_id,rideable_type,started_at,ended_at,member_casual,start_lat,start_lng,end_lat,end_lng,start_station_name,end_station_name)%>%\n mutate(time = difftime(ended_at,started_at,units = "mins"))%>%\n filter(time > 5)%>% \n mutate(week_day = weekdays(started_at))%>% \n mutate(week_no = week(started_at))%>% \n mutate(days = difftime(ended_at, started_at, units="days"))\nstr(yearT) \n# Convert "time" to numeric so we can run calculations on the data\nyearT$time <- as.numeric(as.character(yearT$time)) \nis.numeric(yearT$time) <\/code><\/pre>\n<p>This was the moment I filtered out those users that rented the bikes\nfor more than two days.<\/p>\n<pre class=\"r\"><code>"yearTC" <- `yearT` %>%\n filter(days<1)%>%\n select(-days)<\/code><\/pre>\n<p>This was actually placed further down in my code but I decided to put\nit here since it is apart of the prepare process. This code was used to\ncreate a new dataframe which I used to figure out the stations which\nwere most likely used for return journeys. More on this later\u2026<\/p>\n<pre class=\"r\"><code>"yearN" <- `year` %>%\n add_count(start_station_name, name = "start_station_count")%>%\n add_count(end_station_name, name = "end_station_count")<\/code><\/pre>\n<p>This is to prepare the data to look at bike usage throughout the\nyear<\/p>\n<pre class=\"r\"><code>"yearTCWcount" <- `yearTC` %>%\n group_by(member_casual, week_no)%>%\n summarise(number_of_rides = n(),average_duration = mean(time))%>%\n arrange(member_casual,week_no)<\/code><\/pre>\n<p>This next set of data prepares dataframes that will be used to look\nat return trips vs non-returning trips. This data is slightly\nspeculative and assuming that if the number of times the stations are\nused are equal, then there must be return journeys going through them. I\ncould not know for sure though since I didn\u2019t have access to customer\ndata. However I would have requested that access if I was working for\nthe company and was attempting to collect this data.<\/p>\n<pre class=\"r\"><code>"yearNret" <- `yearN` %>% \n filter(rideable_type != "docked_bike") %>%\n filter(start_station_count == end_station_count) %>% \n count(member_casual, rideable_type, name = "count") %>%\n mutate("perc" = `count` \/ sum(`count`)) %>%\n mutate("ID" = "Return")\n"yearNnonret" <- `yearN` %>% \n filter(rideable_type != "docked_bike") %>%\n filter(start_station_count != end_station_count) %>% \n count(member_casual, rideable_type, name = "count") %>%\n mutate("perc" = `count` \/ sum(`count`))%>%\n mutate("ID" = "Non-Return")<\/code><\/pre>\n<p>This was done to prepare the data for the plot that will look at\nbicycles that were returned to the same station. Looking at duration and\nfrequency in which this happens.<\/p>\n<pre><code>"SSpercentage" <- `yearN` %>% \n filter(start_station_id == end_station_id) %>% \n count(member_casual,name="equal_station_count") %>%\n full_join(count(`yearN`,member_casual, name="total_count"))%>%\n mutate("return_percentage" = equal_station_count \/ total_count)\n"SSduration" <- `yearN` %>%\n full_join(yearT) %>% \n filter(start_station_id == end_station_id) %>%\n group_by(member_casual) %>%\n summarise(duration = mean(time, na.rm = TRUE))\n <\/code><\/pre>\n<p>This final mess of code was to prepare for the final plot. I created\na map you can see further down, I needed to first summarise the data to\ntell me how much each station is being used for both the start stations\nand the end stations, for both casual riders and annual members. Then I\nneeded to ensure that they all had co-ordinates which mean\u2019t more\ndataframes being created. After all of this, I then joined all the\ndataframes together to create one that will run the map.<\/p>\n<pre class=\"r\"><code>"yearTFStartM" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "member") %>%\n count("station_name" = start_station_name, name = "m_start_count")\n"yearTFEndM" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "member") %>%\n count("station_name" = end_station_name, name = "m_end_count")\n"yearTFStartC" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "casual") %>%\n count("station_name" = start_station_name, name = "c_start_count")\n"yearTFEndC" <- `yearT` %>%\n filter(start_lng != end_lng) %>%\n filter(start_lat != end_lat) %>%\n filter(member_casual == "casual") %>%\n count("station_name" = end_station_name, name = "c_end_count")\n"yearTcoordS" <- `yearT` %>%\n select(start_station_name,start_lat,start_lng) %>%\n group_by(start_station_name) %>%\n summarize(lat = median(start_lat), lng = median(start_lng)) \n"yearTcoordE" <- `yearT` %>%\n select(end_station_name,end_lat,end_lng) %>%\n group_by(end_station_name) %>%\n summarize(lat = median(end_lat), lng = median(end_lng)) %>%\n rename(station_name = end_station_name)\n"yearTF" <- `yearTFStartC` %>%\n full_join(`yearTFEndC`, by = "station_name") %>%\n full_join(`yearTFStartM`, by = "station_name") %>%\n full_join(`yearTFEndM`, by = "station_name") %>%\n mutate(c_count = c_start_count + c_end_count) %>%\n mutate(m_count = m_start_count + m_end_count) %>%\n select(station_name,c_count,m_count) %>%\n left_join(yearTcoordE,by = "station_name")\nlibrary(sf)<\/code><\/pre>\n<pre><code>## Linking to GEOS 3.9.1, GDAL 3.3.2, PROJ 7.2.1; sf_use_s2() is TRUE<\/code><\/pre>\n<pre class=\"r\"><code>chi_map <- read_sf("https:\/\/raw.githubusercontent.com\/thisisdaryn\/data\/master\/geo\/chicago\/Comm_Areas.geojson") <\/code><\/pre>\n<\/div>\n<div id=\"analyse\" class=\"section level2\">\n<h2>Analyse<\/h2>\n<p>Checking to overview the data to check to see if any other questions\nspring out at me before I begin my analysis.<\/p>\n<pre><code>glimpse(`yearT`)\ncount(`yearT`,member_casual) #check the contents of member_casual. Could also use table(year$member_casual)\nsummary(yearT)\nlibrary("skimr")\nskim_without_charts(yearT) #quickly using this to see if we can pull any useful data<\/code><\/pre>\n<p>First I noticed that some of the bikes were hired for a huge amount\nof time, more than a day. I wanted to investigate that and found that\nthe statistical significance of this was so minimal (less that 0.05%).\nThe percentage of rides that went over 2 days was so small, that I\nconsidered them outliers, data that could have been caused by faulty\nbikes. Therefore, I took this data out in the future. Which I did at the\nbeginning in prepare (this document isn\u2019t in chronological order).<\/p>\n<pre class=\"r\"><code>library("dplyr")\n"day" <- count(yearT,days,member_casual) %>%\n filter(days>1)%>% \n group_by(member_casual)%>% \n summarise("days_greater_1" = sum(n)) %>% \n inner_join(count(`yearT`,member_casual,name = "total")) %>%\n mutate(percentage_dif = days_greater_1\/total) \n \nhead(day)<\/code><\/pre>\n<pre><code>## # A tibble: 2 \u00d7 4\n## member_casual days_greater_1 total percentage_dif\n## <chr> <int> <int> <dbl>\n## 1 casual 3694 2307337 0.00160 \n## 2 member 492 2492747 0.000197<\/code><\/pre>\n<p>I continued the analysis by looking at the length of time customers\nrented their bikes. It was easy to see that casual riders used the bikes\nfor longer on their journeys than their annual counterparts.<\/p>\n<pre class=\"r\"><code>`yearTC` %>%\n group_by(member_casual)%>%\n summarise("mean" = mean(time))<\/code><\/pre>\n<pre><code>## # A tibble: 2 \u00d7 2\n## member_casual mean\n## <chr> <dbl>\n## 1 casual 28.4\n## 2 member 15.7<\/code><\/pre>\n<p>There was an issue with the week day order. Therefore I ensured that\nthe weekdays were in order on the main chart. My apologies for the\nDanish. I didn\u2019t quite figure out how to change the language.<\/p>\n<pre class=\"r\"><code>yearTC$week_day <- ordered(yearTC$week_day, levels=c("mandag", "tirsdag", "onsdag", "torsdag", "fredag", "l\u00f8rdag", "s\u00f8ndag"))<\/code><\/pre>\n<p>After all of that, I wanted to quickly look at bike usage depending\non the bike type and it was clear that everyone prefers the classic bike\nover any other bike.<\/p>\n<pre class=\"r\"><code>`yearT` %>%\n group_by(member_casual) %>%\n count(member_casual, rideable_type)<\/code><\/pre>\n<pre><code>## # A tibble: 5 \u00d7 3\n## # Groups: member_casual [2]\n## member_casual rideable_type n\n## <chr> <chr> <int>\n## 1 casual classic_bike 1140773\n## 2 casual docked_bike 283618\n## 3 casual electric_bike 882946\n## 4 member classic_bike 1562770\n## 5 member electric_bike 929977<\/code><\/pre>\n<div id=\"weekday-usage\" class=\"section level3\">\n<h3>Weekday Usage<\/h3>\n<p>I then created a weekday data frame to look at annual members and\ncasual riders preferences as to when they want to use the bikes during\nthe week. It was easy to see that casual members used the bikes longer\nthan annual members when viewing the dataframe (can only see head\nbelow). However, it was easier to view the chart and see that data\ninstead, so I waited until then to draw a proper conclusion.<\/p>\n<pre class=\"r\"><code>"yearTCcount" <- `yearTC` %>% \n group_by(member_casual, week_day)%>%\n summarise(number_of_rides = n(),average_duration = mean(time)) %>%\n mutate(number_of_rides \/ 1000) #So it fits better on the chart.\nhead(yearTCcount)<\/code><\/pre>\n<pre><code>## # A tibble: 6 \u00d7 5\n## # Groups: member_casual [1]\n## member_casual week_day number_of_rides average_duration `number_of_rides\/1000`\n## <chr> <ord> <int> <dbl> <dbl>\n## 1 casual mandag 260677 28.8 261.\n## 2 casual tirsdag 241016 25.4 241.\n## 3 casual onsdag 254529 25.0 255.\n## 4 casual torsdag 266360 25.2 266.\n## 5 casual fredag 323952 26.6 324.\n## 6 casual l\u00f8rdag 516067 30.7 516.<\/code><\/pre>\n<\/div>\n<\/div>\n<div id=\"share\" class=\"section level2\">\n<h2>Share<\/h2>\n<div id=\"bike-usage\" class=\"section level3\">\n<h3>Bike usage<\/h3>\n<p>Time for plots! Here I was able to create two plots from the data\nframe I just created. This first one shows the number of rides vs riders\ntype throughout the week. In this plot it is easy to see that casual\nmembers prefer weekends over the weekdays. However, annual members seem\nto prefer Wednesdays over any other day.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/>\n### Bike Duration Then this plot shows the amount of time the different\nriders were riding the bikes on each weekday. In this plot it is easy to\nsee that overall, casual riders prefer to use the bikes far longer then\nthe annual members.Everyone use them the longest on the weekends.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"week-number-usage\" class=\"section level3\">\n<h3>Week Number Usage<\/h3>\n<p>I created a count in the preparation section that shows us the\npopularity of the bikes by both groups on different weekdays. I didn\u2019t\nactually analyse this when it was just numbers because I wanted to see\nthe data visually. So I waited until this stage to properly dig into the\ndata. Then another two charts were created to plot this. The first one\nagain looks at the number of the rides throughout each week. It\u2019s clear\nto see that the summer months are a lot more popular by both groups.\nHowever, annual members are more likely to use the bikes in the winter\nmonths more than the casual riders.<\/p>\n<p><img decoding=\"async\" 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iHtTlBW7hm068T8+WtymN7f1cJ+WhtEKg2Fu3xr8XUXNTQ7tP1PJzyGP40facUqL2XW7723sMDIGUOAt0UdFEgm12k+p1TfY\/Tcnys7FvVAq33VdIFzm4r628VaHPrp9lli8\/qFw1XUvRtOwR6+bP6xXSZZlhKu16g3FQjhopieFI5\/fcDRcAtgapjsaHeei2i5qKGdp+u5wIt10mP4Dfas\/XS\/bX3Hx4AKYEJ9NRwslHRXvHnpkLalbS5Gaaq3KcPP33vYlIJVBdso9KV9fXKN4XV2vq6uLBR3G5vsYi6uPkcaHYXwfm7mxfTZRRBVGEq6EbVY6goYjnJTy8eKUf05ieRGtbLHxSqOFwbFt3W3tL1Yoe4dF36PRbxOXrp\/tr7Dw+AlMAEmp3lV63y5W++Mu6KWCup2lEsK\/f+RaWQ5AI1hdXaenlrTVLeRdW2SGNx20Wk9MP2juoXC4FqYbkMocegbDzfMztK\/9ivh6mjQLWHWI2Lbheos+uFQPOv8PFB\/f32Eqj6tQuGB0BIYAJt3HCZn1yT74EWd\/9cuvGbr467ClTb1XOG1dp6zsP3clUctS3SWtx6Ff5086yobQ9Uv4asGkKLoSYbn8fZ4Xt2jvG0\/KRuAtV9VN031EugW7peCDRf6aQ8x72\/dvVy6x5o3+EBEBKYQLPdnX2tdWg8B9qhkop7HK+qZ822CdR6DtQYVnPrFeXdNZttVxeoGovbb2M6ru8BsJ0D1S+TNwyxiaEm20k7LbS098FxfQ27i0DV0xen5ju07O1OXa+vae3nR\/Cbc6C2Xrq\/dsHwAAgJTaDaQ+f3k6r+yt2FophdlbS5U\/FQv3Gxi0CtV+FNYTW33tRcvSNUXHtpBeMQaLbHpjquDqu8jLN5lLSxS279L0D2xnE5dv+xOuLtJlD1udUy9A4C7dP1UqDpjvE\/HpR3m+2vHb3c8rULhgdASGgCzc+47WUn+c\/y01XlfdnN+0CtlVTfjl1cjNg8mdJJoLb7QE1htbZ+otyso177PW349mTLOdB14WvlNGV9\/9DmPtDNZeUjtV+NGNT4z13M3zpJ9N3bbQJ9oT0Cf2w8O2E4ZO\/T9VKg6VYuVc87VA8mmHtp+Nqr\/ySU94H2HR4AGcEJdH1HPeWWP4qnPolU3gdur6TkB4\/WT94tFiwPHbP1ks2xYbmmSaDlGq0nkYxhNbeenSi9mT1vU963nU3adDe\/qq4ex9aLuwTaNE3xaI32JFJ2FaQ6Et30qxlDTabkfFPZH\/XolRvf++DsK5tA9RsQThtnJywXjfp1vXpQ6jipnzSrbtw393LL1y4YHgAZ4Ql0\/WV920zx6Pt6cyG4fhbeWkmvlSsXt9tcL9e78nFjV8Qm0LPybszz\/7l1iNcKq7l15X6fwzLMnAsfF5ZpLu4SaHUQXy1zpxFWfWU8f1vpVyOG1gaVvfRq49kM8MW1eYNA0\/XUy2dFc6tA+3VdedK0WrvxLHyjl+2v\/fvX1P\/g9h8eABkBCnR99g9vapMcravZda4Wt+85ryZkuyHlLD3ZTZUXi1unm1efbAK1zMZkDqux9eyFS+kC58owi\/fP3ayt0ljcJdDqIL5e5mFrNqbsUnI5q5B6laQRQ82Jfpi7GYP1+n62U\/rILNDmDVwn1cRN6qLtVXt1vRJodaZi0x1LLw1fezEbU32PfO\/hARARokDFKJdjd6X\/byYBQHQgUJV616Z95wsAQBMEqlIf527mvgQAsIFAVbKnKG+m+5\/3D9qnQAEAGiBQjdPqKu1mPg8AAAsIVOfpneLyLVeQAGArixIoAMCUIFAAACEIFABACAIFABCCQAEAhCBQAAAhCBQAQAgCBQAQgkABAIQgUAAAIQgUAEAIAgUAEIJAAQCEhCXQf3XgfndqAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjoQaAyAgqGgbERwcj4rtjokQr0u3d+XP718qNbq9XbX8gbCu5UGSMBpQQUDANjI4KREZYvDIVUoPdWpUC\/e2eV8cPfSxsq7lQZIwGlBBQMA2MjgpERli8MhUygL++tKoHeW73xxfr5h6s3vhE2VNypMkYCSgkoGAbGRgQjI698GASRQP\/lV6tKoM9u5fuR373z+m9lDQ13qoyRgFICCoaBsRHByOxQ+jAEEoF+vVr94v8vBfp1\/e8vZQ0Nd6qMkYBSAgqGgbERwcgIyheGRCTQH\/0\/629LCd5b\/Tr\/N29LGhruVBkjAaUEFMy4A\/PnnO7LBzQwMaSMoHxhSKQXkUr5vfywPAx\/duuNbySNYmvfK5H2AkajEKjvKADCBIGCEwQKYGc4gf7w95KGvlX3wcoYh0BSAgqGQ3gbEaSMsHxhKMLYA61wp8oYCSgloGAQqI0IUkZYvjAUCFRGQMEgUBsRpIywfGEodhQoV+H9g0BtRJAywvKFodhVoNW9nOUNnv0bGu5UGSMBpQQUDAK1EUHKCMsXhmJXgfIkkncQqI0IUkZa9zAQuwr05YerH9XPtUsaGu5UGSMBpQQUDAK1EUHK7FT8sDu7CnT9XJ1ZSdJQcafKGAkoJaBgEKiNCFJGWL4wFDsLdP38o9SFb38jbyi4U2WMBJQSUDAI1EYEKSMsXxgKZqSXEVAwCNRGBCnju2KjB4HKCCgYBGojgpTxXbHRg0BlBBQMArURQcr4rtjoQaAyAgpGMDB\/7q5FBDoUCHSJIFAZAQWDQG1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9CFRGQMEgUBsRpIzvio0eBCojoGAQqI0IUsZ3xUYPApURUDAI1EYEKeO7YqMHgcoIKBgEaiOClPFdsdGDQGUEFAwCtRFByviu2OhBoDICCgaB2oggZXxXbPQgUBkBBYNAbUSQMr4rNnoQqIyAgglToH3XG4MIUsZ3xUYPApURUDAI1EYEKeO7YqMHgcoIKBgEaiOClPFdsdGDQGUEFAwCtRFByviu2OhBoDICCgaB2oggZXxXbPQgUBkBBYNAbUSQMr4rNnoQqIyAgkGgNiJIGd8VGz0IVEZAwSBQGxGkjO+KjR4EKiOgYBCojQhSxnfFRg8ClRFQMAjURgQp47tioweByggoGARqI4KU8V2x0YNAZQQUDAK1EUHK+K7Y6EGgMgIKBoHaiCBlfFds9CBQGQEF40+gpvcQqA0EukQQqIyAgkGgNiJIGd8VGz0IVEZAwSBQGxGkjO+KjR4EKiOgYBCojQhSxnfFRg8ClRFQMAjURgQp47tioweByggoGARqI4KU8V2x0YNAZQQUDAK1EUHK+K7Y6EGgMgIKBoHaiCBlfFds9CBQGQEFg0BtRJAyvis2ehCojICCmZ9Ap5JrBCnju2KjB4HKCCiYUARatBCoDQS6RBCojICCQaA2IkgZ3xUbPQhURkDBIFAbEaSM74qNHgQqI6BgEKiNCFLGd8VGDwKVEVAwCNRGBCnju2KjB4HKCCgYBGojgpTxXbHRg0BlBBQMArURQcr4rtjoQaAyAgoGgdqIIGV8V2z0IFAZAQWDQG1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9CFRGQMEgUBsRpIzvio0eBCojoGAQqI0IUsZ3xUYPApURUDAI1EYEKeO7YqMHgcoIKBgEaiOClPFdsdGDQGUEFAwCtRFByviu2OhBoDICCgaB2oggZXxXbPQgUBkBBYNAbUSQMr4rNnoQqIyAgkGgNiJIGd8VGz0IVEZAwSBQGxGkjO+KjR4EKiOgYBCojQhSxnfFRg8ClRFQMAjURgQp47tioweByggoGARqI4KU8V2x0YNAZQQUDAK1EUHK+K7Y6EGgMgIKBoHaiCBlfFds9CBQGQEFg0BtRJAyvis2ehCojICCQaA2IkgZ3xUbPQhURkDBIFAbEaSM74qNHgQqI6BgEKiNCFLGd8VGDwKVEVAwCNRGBCnju2KjB4HKCCgYBGojgpTxXbHRg0BlBBTMkgXaI1ADEaSM74qNHgQqI6BgEKiNCFLGd8VGDwKVEVAwCNRGBCnju2KjB4HKCCgYBGojgpTxXbHRg0BlBBQMArURQcr4rtjoQaAyAgoGgdqIIGV8V2z0IFAZAQWDQG1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9CFRGQMEgUBsRpIzvio0eBCojoGAQqI0IUsZ3xUYPApURUDCdBkY3EQL1AAJdImEJFMaiNJGx1WHFLu+5Wt236QobIDTCEqj7v7Vj\/BdcSkDBsAdqI4KU8V2x0YNAZQQUDAK1EUHK+K7Y6EGgMgIKBoHaiCBlfFds9CBQGQEFg0BtRJAyvis2ehCojICCQaA2IkgZ3xUbPQhURkDBIFAbEaSM74qNHgQqI6BgEKiNCFLGd8VGDwKVEVAwCNRGBCnju2KjB4HKCCgYBGojgpTxXbHRg0BlBBQMArURQcr4rtjoQaAyAgoGgdqIIGV8V2z0IFAZAQWDQG1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9CFRGQMEgUBsRpIzvio0eBCojoGAQqI0IUsZ3xUYPApURUDAI1EYEKeO7YqMHgcoIKBgEaiOClPFdsdGDQGUEFAwCtRFByviu2OhBoDICCgaB2oggZXxXbPQgUBkBBYNAbUSQMr4rNnoQqIyAgkGgNiJIGd8VGz0IVEZAwSBQGxGkjO+KjR4EKiOgYBCojQhSxnfFRg8ClRFQMAjURgQp47tioweByggoGARqI4KU8V2x0YNAZQQUDAK1EUHK+K7Y6EGgMgIKBoHaiCBlfFds9CBQGQEFM3eBuoJBoNs2Cn5BoDICCgaB2oggZXxXbPQgUBkBBTMHgW5vIVDZRsEvCFRGQMEgUBsRpIzvio0eBCojoGAQqI0IUsZ3xUYPApURUDAI1EYEKeO7YqMHgcoIKBgEaiOClPFdsdGDQGUEFAwCtRFByviu2OhBoDICCgaB2oggZXxXbPQgUBkBBYNAbUSQMr4rNnoQqIyAgkGgNiJIGd8VGz0IVEZAwSBQGxGkjO+KjR4EKiOgYBCojQhSxnfFRg8ClRFQMLsLtLskXe8hUDcIdIkgUBkBBYNAbUSQMr4rNnoQqIyAgkGgNiJIGd8VGz0IVEZAwSBQGxGkjO+KjR4EKiOgYBCojQhSxnfFRg8ClRFQMAjURgQp47tioweByggoGARqI4KU8V2x0YNAZQQUDAK1EUHK+K7Y6EGgMgIKJh6B9tVpBCnju2KjB4HKCCgYBGojgpTxXbHRg0BlBBQMArURQcr4rtjoQaAyAgoGgdqIIGV8V2z0IFAZAQWDQG1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9CFRGQMEgUBsRpIzvio0eBCojoGAQqI0IUsZ3xUYPApURUDAI1EYEKeO7YqMHgcoIKBgEaiOClPFdsdGDQGUEFAwCtRFByviu2OhBoDICCgaB2oggZXxXbPQgUBkBBYNAbUSQMr4rNnoQqIyAgkGgNiJIGd8VGz0IVEZAwSxLoN1b24kgZXxXbPQgUBkBBYNAbUSQMr4rNnoQqIyAgkGgNiJIGd8VGz0IVEZAwSBQGxGkjO+KjR4EKiOgYOYq0FcLEOhOGwW\/IFAZAQWDQG1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9CFRGQMFEJ9Byve1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9CFRGQMHIBVqZCIFOAQJdIghURkDBIFAbEaSM74qNHgQqI6BgEKiNCFLGd8VGDwKVEVAwCNRGBCnju2KjB4HKCCgYBGojgpTxXbHRg0BlBBQMArURQcr4rtjoQaAyAgoGgdqIIGV8V2z0IFAZAQWDQG1EkDK+KzZ6EKiMgIJBoDYiSBnfFRs9Owr05Yerih\/+fr3+7p3N3+mbH91ard7+olzS2lBwp8oYCSgloGAQqI0IUma38oWdGVagz24pAi1tWsjU3lBxp8oYCSgloGAQqI0IUma38oWdGegQ\/tmt13+b\/vPt6seb1+6t3vhi\/fzD1RvfOBsq7lQZIwGlBBQMArURQcoMU74gZhiBpjuiv8z+vVf8k\/PsVrkfmqnV3tBwp8oYCSgloGB8C1TfCgK1gUCXyDAC\/brYmXz5oaLEr8u90a8zqdobGu5UGSMBpQQUDAK1EUHKDFK+IGcQgX73zurXxb9v\/POvVqu\/zq8O3SteKw7r7Q0Nd6qMkYBSAmMkn0kAACAASURBVAoGgdqIIGWGKF\/YgUEEWu1SVteQMkHWe6PPbr3xjb1RbOB7JUMEAyZK9+itwkRV07Wi6z3zVra3SoGaQ+sSNoB3hhBofTLz29XqF9+s\/+2jVdpGoEERi0CRK0zKEAL9trqcXu2JZteSFE3+8Pf2hr4l98HKGIdAUgIKhkN4Be29CFJmgPKFXRhAoC8\/LM9p1mRG7bUHWuFOlTESUEpAwSBQBQQKkzKAQNs7ko39TAQ6KghUAYHCpAwg0PbF9NyMXIWfCASqgEBhUgYQaH33fH0sn5uxusuzvPXT1tBwp8oYCSgloGAQqAIChUnZXaDK3fP3il3KQqQ8iTQRCFQBgcKk7C7Q796pT4E+u5XdxvT8V\/lV+VSjP6qfeLc3NNypMkYCSgkomEUKtMN7RhAoTMoWgZ794dPfbdmCeino63IypvxRpOfqnEv2hoo7VcZIQCkBBYNAFRAoTIpVoE\/+j0fr9YvrSZKc\/8C5hW\/VHcnnf7Navf6Lsv38o9SSb29tKLhTZYwElBJQMCELVJekaT0EuttGwS82gZ4kr3y+Xh8nGdlf0+BOlTESUEpAwSBQBQQKk2IR6GmuzccHyYVHT64lh1NF406VMRJQSkDBIFAFBAqTYhHocWrOTKN7H2T\/n\/09Ce5UGSMBpQQUDAJVQKAwKWaBnt3OzFlq9MW1yY7h3akyRgJKCSiYPgLVvYRApwSBLhGzQAtnvriW7K8RqJGAgkGgCggUJsUl0McHydEagRoJKBgEqoBAYVJch\/An+SlQzoGaCCiYsASqazFggbq2MgoIdIlYLyLtZ5ffM3NyFd5EQMEgUAUECpNiv40p42h99m5S7IdOgjtVxkhAKQEFg0AVEChMiv1G+pT9\/ELS3tFk0bhTZYwElBJQMFMK1C5CBLoNBLpE7I9yvvfT99N\/XvzllbvTReNOlTESUEpAwSBQBQQKkzLM78IPhTtVxkhAKQEFg0AVEChMilOgZ19NFUaJO1XGSEApAQWDQBUQKEyKXaAP3syeh3\/xl29NdQ\/TGoGKiFWg+nslCBQmxSbQszvFPEwvriXnJ5uMCYFKQKCGYLaPDAKFAbAJ9DhJzv\/VwSufn\/1tMt199AhUAgI1BLN9ZBAoDID9PtCb5TOc94sHOifBnSpjJKCUgIJBoIZgto8MAoUBsD6JdFg\/BH+STykyCe5UGSMBpQQUTD0wDaNoINAmCBQGwPUsfCnQxwdMJtIioGAQqCEYfWRMIFAYAPd0drk5mY3JQEDBIFBDMPrImECgMAAIVEZAwSBQQzD6yJhAoDAAtkP47MJRaU6mszMQUDAI1BCMPjImECgMgOUi0kkxkUgm0FSmXERqEVAwCNQQjD4yJhAoDIBFoI8PkquPcoE+uc50dgYCCgaBGoLRR8YEAoUBcE1nd+lg77WL6b+TzaeMQCUgUEMw+sgU6MpEoDAA1mfhvzxISqbzJwKVsBCBulquTpiD0UemAIHC4NgnE3n6yaXUnuemnA4UgUpAoIZg9JEpQKAwOMwHKiOgYBCoIRh9ZAoQKAwOApURUDAI1BCMPjIFCBQGpyXQp39sM9m8yu5UGSMBpQQUTAQC7SBXBAo+aAr0xbWkDU8itQgoGARqCEYfmQIECoODQGUEFAwCNQSjj0wBAoXBaQr07A+f5nycJHs\/\/ftPP\/27i8neW7\/jUc4mAQUzlEDNRpm1QF3KRKAwAJaLSOmOaHX75\/3pdkARqAQEagimGBkECiPjmlC5hAmVDQQUDAI1BFOMDAKFkXFNqFzy+IDZmFoEFEzkAnV0AoHC2LjmAzU1xsWdKmMkoJSAgrEI1NhCoAgUhsQmUG0PFIG2CCgYBIpAwRfWc6D7xr9Hxp0qYySglICCQaAIFHxh\/1njq8WJz7M7CT9r3CagYBAoAgVf2J6FP06S5PKNGzey+UCvThaNO1XGSEApAQWDQBEo+MIm0GzHk\/lA7QQUDAJFoOAL13yg2d7nubcmm0lkjUBFIFAECr5gOjsZAQWDQBEo+AKByggomPkI1NVCoLKNgl9ak4m8d+Onj7L\/V\/kpTyI1CSgYBIpAwReG6exe+bw5qR030rcIKJgpBKov6XoPgdpAoEsEgcoIKBgEikDBF5wDlRFQMAgUgYIvEKiMgIJBoAgUfNFJoP+Ni0hNAgoGgSJQ8EUHgZ7d4Rxoi4CCQaBbBWrqIAKFATAJ9MGbly5dfr9qPb7ORaQ2AQWDQBEo+KIt0CfXi0vvxTT0+TPxCLRFQMEgUAQKvmgJdHMHU2bQ3KbnPzCtOQbuVBkjAaUEFAwCRaDgi5ZAT1Jj3iz+OVo\/PkjqiUGnwJ0qYySglICCQaAIFHzRepTzdjl\/3XGS7Gf+nG73c41ARSBQBAq+MAi0+DmkVJ7nr0+6+7lGoCIQKAIFX5gf5VyX50L3bk4bjTtVxkhAKQEFg0ARKPjCKdC9KQ\/fM9ypMkYCSgkoGASKQMEXToFO+GMeBe5UGSMBpQQUDAJFoOALl0Anu\/2zxp0qYySglICCQaAIFHyBQGUEFAwCRaDgCwQqI6BgECgCBV8gUBkBBYNAESj4AoHKCCgYBIpAwRcGgbZhMpEWAQWDQBEo+AKByggoGASKQMEXhp81bsPPGrcIKBgEikDBF\/wmkoyAgkGgCBR8gUBlBBTM9ALd3kKgbRDoEkGgMgIKBoEiUPAFApURUDAIFIGCLxCojICCQaAIFHyBQGUEFAwCRaDgCwQqI6BgECgCBV8gUBkBBdMUqO4X13sIFIHCboQlUNgFzShVy\/Ve2VrrLdNGzUvaW6\/2bplD694ydqLLewA70P5Rufx3PJ5+5SMY9kAlsAdq6wR7oDA27Wfhswffi\/+fHneqjJGAUgIKBoEiUPBFW6DZHigC3UZAwSBQBAq+MPwu\/IXf\/fHhtVc+++OGyY7n3akyRgJKCSgYBIpAwReti0gnTGfXhYCCQaAIFHzREujZHQTagYCCQaAIFHxhuI3p7I+f\/uPB3t9\/uuF3zAfaJKBgECgCBV+Y7wPlItI2AgoGgSLQPjx49yA9qrz8\/kB7RcfJhUdas2bv0luPjMusTzz83tpImAV69t5kk9BruFNljASUElAwCBSBdufBxdpvNwepWbtAs8\/4wLTM8gXqC3eqjJGAUgIKBoEi0M5o14gPh6hZp0BLUUYp0KefXMr3wqd8JsmdKmMkoJSAgkGgCLQrmT\/P5SX98M16\/3A3WgKt3fj0kwOLpGMQ6Mmw\/53qhjtVxkhAKQEFg0ARaEcep0a7WukurfALA5yoswt0vT61fEQEAs3\/U\/XajZ9cnNSg7lQZIwGlBBQMAkWgHUmPr\/fV1hC7oC6BvrgWq0DT\/1RduJv\/9eT2MHv6nXCnyhgJKCWgYIYWqLYeAh0M\/wJNfabW8uPLPytq\/GF+Xb6+Zv6kvExfrVPuQNXW0xfvItB6mQfZiYOrj+pN5R+1d6UI4+x2cvTgerrj9kEjhpCxCFQZlbRb++aFhsedKmMkoJSAgkGgCLQbp4mplDePzpzPrXZfa7YE2lzcJdD7iSbQVCXFlaV3y4Xq84RX18XbN8oLT3oMIWO5jem28l+qxwdDnCrphDtVxkhAKQEFg0ARaDdOjKfjTorzok+uF3otDz7PPi6aLYE2FncI9I93qvN\/x5VHs1VzA1ebynY+n94pDJr5NfXOk\/ebMYRMhxvpJ7yr3p0qYySglICCQaAItBupsI5aL6aG3K\/+yDRXH14XKmwKtLn4ltuYiveKZVItHlZxZJtK2\/vVprMdtkygR8pHrRv7s0GCQGUEFAwCRaDdMAr0tDovmvorK\/QT\/ZpHU6DNxd0CvaCeJ61tmG6z+KRKLMVpwmqLrRhCxnYIr4z06SB3O3TCnSpjJKCUgIJBoAi0G0aBbjguDZnsXfmsftFwEUlb3CXQy5\/VL6bLKBdT8lXViyvVAuWmGjGEDBeRZAQUDAJFoN04td6S+PThp+9dLM9MFheJzpVP0BgFqi5uPgd69slBcv7u5sV0mfrgv9xU2tYfWVJMo8cQMvbbmM4X\/wV4eJ3bmAwEFAwCRaDdyK7NqLL78je5oO5fVCy2Lu41yq+AZzcRtQXaWNx2ESn9sL2j+sVCoJW+twpUjyFkXDfSJ5cuXUoSbqQ3EVAwCBSBdqNxH2hxGai4t+jSjd98pVyxefhebsmjtkBbi1uvwp9unhW17YHqh7aNY91NDCFjfZTz\/kH5n4aBJm3phDtVxkhAKQEFg0ARaEdOtNuCiruaTuqnO\/VL3tk9RNp+43F55aexuP02puN6KnbbOVD94kr7ZGEZQ8jYJxM5e\/CTdA\/0taGmDeyEO1XGSEApAQWDQBFoR7Rn4e8nusaKa+NNzdX7icU18ubiLoFmO6v75YvaDVLl5fbNo6TFVuuPbsYQMkxnJyOgYBAoAu1KdmZuL7s0c5afZDxcK0Ys7848Ue5TUi+NnzZ8e7LlHOi68PXRul6mvu9zcx\/o5qr7kerNRgwhg0BlBBQMAkWgndF+8Sx\/gLI8Jn94PSnOWWYnSm8+yifByO2XTdp0N7+qrh7C14s7H+VsSLZ48kh7Eim7SFQdqG8E2owhYBCojICCQaAItDtfVtc2kr2f5y+8uF62r3xc2OpxvUR+8rN6gP3Cx8WTSM3FXQKtDuKrZUp9n\/\/PzWfhq0flqyP3RgwBg0BlBBQMAkWgPTj7hze1uZfSncuLxX3r1enOs2wq9eTc1a+U98\/drCcTaSzuEmh1EF8v87A1G1N2pb2cdEm9iNSIIVwQqIyAgkGgCBR8gUBlBBTMOALdrRW0QE06neJ7GmWj4BcEKiOgYBAoAgVfIFAZAQWDQBEo+AKByggoGASKQMEXttmYrtw1vzEu7lQZIwGlBBQMAh1ZoK92X9T5Pe26AeNGwS+2CZX93L\/qTpUxElBKQMEgUAQKvugwI\/2EuFNljASUElAwCBSBgi86\/KjchLhTZYwElBJQMAgUgYIvLOdAT6qfhZ8Wd6qMkYBSAgoGgSJQ8IVFoE8\/TpJzr90o+Sm\/idQkoGAQKAINhOzZ9wFnT9KfEn387y7\/9HfKZz24canXbw0pM+IPiPUiUmO6\/Wlwp8oYCSgloGAQKAINhOzR9wFP\/jUEqm\/8NOn5o\/EIdIwElBJQMAgUgQbCSXL++oA\/QdkWqKLA45AF6gt3qoyRgFICCgaBItAwyKZTav748S60BHpp88KLa3sXEWgTd6qMkYBSAgoGgSLQMEgVd3Q64BTILYH+7KA+hj9N\/qLn7617EOjZ1LPxuVNljASUElAwCBSBhkE2F2jxU59Dba8h0Ju3awceZ42gBZr9aEo6Hn\/51oS\/SeJOlTESUEpAwSBQBDoqx8qPwWVGe\/LuwWYWZIVihuX694xyYxWzMRcOMbWLJevj\/ofvqpM9twR6dLL5SbtX\/mst0DygvfLp83xa5gfX84mby9+XL97JP\/7OgRp5c8WjbL1zH9i72MYm0PyHS4r\/oJyf7qEkd6qMkYBSAgoGgSLQUamPylOFHea\/5ln+MsfnpuWKhTJSd3z\/urKooa0L9OyOvum2QB9Xx\/CnyX49gX39wyD5bzylL\/\/FcXXxu9xgvlL6cVeuKb8gYljxRnnJ3NrFNjaBpiGc\/6uDVz4\/+9spf5nZnSpjJKCUgIJBoAh0VOpfNs53LrPf0rxb\/BJc4wi62FPVfvg42fv5o\/yn4Q7NbV2g5Q\/WPblebrot0LPqGP443ZssBVr8VN366Z1ChPlvOKWbyWx8LrnyVf2bdfmtReUbthXT\/j1539HFNhaBpv8xuVk+EX\/\/YLqJRdypMkYCSgkoGASKQMfluP7Rt\/Tf+nC7+ZPtlWdPqh3WzFj5X6VTDW1NoLWoq\/OobYGuy2P4F9f2PigFWv9Ycnny4KzUc\/5x1c\/Sl5svP69Y0LTikRKOoYsGbNPZZR9VTilyMuCdXVtwp8oYCSgloGDcAu3vHgTaIHqBnhbHwLnBlHOcDao3ajFtrifVBmu2NYGeKr8Gb\/jJ+fzjy2P40\/SdUqCb+6aKF6qVs9XL7Z1Uv9dcvlGdrLWtaO2iAddkIqVAHx9wI32LgIJBoAh0XMrZLSvN5b\/J2aI+dK9FVO9RNvcwN+3mRaSSY6tAy3WyHbxae\/ub1dLlN6cQ6v3H00qg+8qCjhVtXTThms6uFOiEc9u5U2WMBJQSUDAIFIGOzHHmmkpAxYWZc2817nHc\/JR7sjmGbh6iO9s5Tx9++t7FxCrQynWpEQsD6g9NpqttxNgW6OYeqPzyuG1FWxdNIFAZAQWDQBHoyJxmgqmPsPNbg7JL1NpdPieqj8oTlX0Fev+i9vS4SaCnxYWsYo+xr0CrizknWwRq6aIJ2yF89lmlOU+nuwzvTpUxElBKQMEg0J3C3g4Cza7ZaDp7+F6uuiN1EdVH1X1DvQSaXz9PLt34zVf2Q\/hipZNsxVqg+iWaHnugthUtXTRinQ90vxLoWc8b\/nfBnSpjJKCUgIJBoAh0bI6Tw+aDPNXdQSWnykQfp8Xl7+4CLVRX3sW0dp0DzU8nFJdo6nOg+v5dN4Hm50BtK1q6aMQi0DTYq49ygT65PuQEVVtwp8oYCSgloGAQKAIdm\/Qo9H7hAUUz2k0+x4omyuvdHQRabKq47KTdQGoX6Gnyyj9mR\/BVJJsPLjbgEuhm+4eOFW1dNGK7kT47o3HpYO+1i0mi\/4dnVNypMkYCSgkoGASKQMcm3Zf6D+rd9BnaLpz+CPxxUh9tl+tYDtmLdU4TXaAnjnOg2VYu5aFs7gPdXDw\/cu+Blgfkx9V9oJYVzV00Y30W\/sv6otp0\/kSgEhAoAh2d40S5PX7vZva80G31BOGp5onT\/NB360WjVJQX7q7PPjlI1EP4h9erk6hGgdahKE8iZdd6quNtp0CTHzxaP3m3jNW6ormLZuyTiTz95FJ2KX\/SH4h3p8oYCSgloGAQKAIdndPNtOqPDbtWqXzUE31Fc6tAi6tGqb4+Lt6\/Xm73ysdJebrTJNBq\/7T9LHz1vJRVoN8vr3RdXTtXNHbRAvOByggomPWuJkKgbhCoPhfcWbFrdVW5S3JzOFxwkqln+21LxdxMN2uhZs3sFvby7KhZoNWTThvhPXk3O9NYzp3kvIhUzMZU3yNvWdHYRQvu+UD\/uHX9YXGnyhgJKCWgYBAoAgVfuOcDTaq59CbCnSpjJKCUgIJBoAgUfGGdD\/R2fVPs1elmVHanyhgJKCWgYBAoAgVfWASaz4332m8+\/YefJD1\/+24n3KkyRgJKCSOYYUyEQN0gULBinw+0PN979vGAvxK1DXeqjJGAUsIIBoEiUPCK9Vl49QeYeZSzRRjBIFAECl6xzcak3NXFfKAGwggGgSJQ8IprOjtTY1zcqTJGAkoJIxgEikDBK64Z6UvyyfemwZ0qYySglDCCQaAIFLzims6u\/nuyp+HdqTJGAkoJIxgEikDBKxaBvriWPXaf0\/y9kjFxp8oYCSgljGAQKAIFrzQFevbejZyfFPeB\/uONgyR57accwjcJIxgEikDBK02B6jPzqz9QMgXuVBkjAaWEEQwCRaDgFQQqI4xgECgCBa8wnZ2MMIJBoAgUvIJAZYQRDAJFoOAVBCojjGAQKAIFr9gF+odPa37HVfgmYQSDQBFod\/7Ui7FqfGHYBLr5TTkuIpkIIxgEOpRAXY5EoGDFPp0dAnURRjAIFIF2509\/+nNnEGhHrNPZ7b3\/xxrXTyt9984q54e\/z1ovP7q1Wr39RfFWx4aCO1XGSEApYQQzjIkQKAJtgkA7YpuNqfMkys9uKQItbVrItGNDxZ0qYySglDCCGcZECBSBNkGgHekwnZ2bb1c\/3jTurd74Yv38w9Ub33RvqLhTZYwElBJGMMOYCIE2BaorE4GCFdshfGeB3lv9sv772a1yP\/T133ZuaLhTZYwElBJGMMOYCIEi0CYItCPW6ew6HsK\/\/FCx4Nfl3ujXmVQ7NjTcqTJGAkoJI5hhTIRAEWgTBNoR63R2yozKLr57541\/\/tVq9df5BaF7q1\/nL+aH9R0bGu5UGSMBpYwfTJeyHcZECBSBNkGgHbHdB\/rkWnL+RoVjOrvqGlLmxHpv9NmtN77p2Ci28r2SYfq0DMqydS6jmWitGaVHaz1869Xerf5hD9QJdbTNY9\/lm5gDCHQEbAK90\/E+0G9Xq198s\/63j1apFBHokCBQBDosCHQErOdAOwq0Op+ZXUtSzPjD33ds6FtzH6yMcQgkhUN4DuF7wiH8EnHcSN\/rAfhvV513Og17oBXuVBkjAaUgUATaEwS6RDr8LnwnGruWCHRnECgC7bDRHiDQEdj5RvqSXIZchR8QBIpAO2y0Bwh0BHa8kf7lh6oMqxs7y7s9OzU03KkyRgJKQaAItCcIdIlYLyJ1\/C34e8VeZCFSnkQaEASKQDtstAceBdr\/kHYuWAR6dnvvZqf1n93KbmN6\/qv8ufZUoz+qH3Lv2NBwp8oYCSgFgSLQniDQJWI5hH8v\/134DjfSp8fhxcxK+aNIz9Vpljo2VNypMkYCSkGgCLQnCHSJWKez6zyh8vO\/Wa1e\/0W5L\/n8o1SMb\/drKLhTZYwElIJAEWhPEOgS2V2gQ+JOlTESUAoCRaA9mb1AH1xPknPlmb0Hb6ZeOPdWfmj6JPv7Uv7GcXHt5CTZ1xeKTaC+cKfKGAkoBYEi0J7MXaDl04m5IasnvTNPPj7Y\/K0JVFkIgU6DO1XGSEApCBSB9mTmAk09+YNH6\/v54ehpsvd++tL9ZO+D7KnF9PX1g4Ps2RtVoOpCCHQa3KkyRgJKQaAItCczF2h5WH6czRRcejJ155H+1KIqUH2hyAT69I8qrh+VGxR3qoyRgFIQKALtybwFmntQ5ekf\/u56kr6WvnH+s+pF\/RzoZqHYBMpFpG0gUATak3kLVJ8e48n1Ug1H5bnR87\/JrydpAlUWQqDT4E6VMRJQCgJFoD2Zu0AVC2TXjfYu\/+yzYq\/0\/sXcElcf6QJVF4pNoGd\/+LQk3QPf+\/vf9ZrZbgfcqTJGAkpBoAi0J3MX6GYPND1q33+0Vg7rz\/7hzeL6vCJQbaHYBKry+ODCVP5EoAoIFIF22GgPBjsHWsk0PVCtXzv7OEk9oQhUWyhmgXafWGR33KkyRgJKQaAItCfzFmh1YUh142m21\/n4oHBjvqNVLJTtfOoLRS3QCXdB3akyRgJKQaAItCczF2hxH+iDg+LCe3p0nu5zZm5MGxfurtdPbhf3fiY3sz\/rQ\/hyoagFOmHn3akyRgJKQaAItCczF2j1JFK2i3la\/Hnh4+piUX4h\/vN83zO76Pz\/ljKtF4paoNU++gS4U2WMBJSCQBFoT+YuUPVZ+PLP0+y85\/rJuwf1c\/Fn76YmvXuaa1ZZKGaBnh0nHMK3QKAItCezFygYsM0HWk0FeuMnBwkXkdogUATaEwS6RLrcSM9tTG0QKALtCQJdItsFWp7cmAR3qoyRgFIQKALtCQJdIszGJAOBItCeINAlgkBlIFAE2hMEukQQqAwEikB7gkCXCAKVgUARaE8Q6BJpClS5gWmD62eNB8WdKmMkoBQEikB7gkCXSFOgjZlAmQ\/UAgJFoD1BoEsEgcpAoAi0Jwh0iWw7B\/rgIOFJJAMIFIH2JACB9mGsGl8YboFmUwMk5+9OFAsCVUGgCLTDRnuAQEfAKdD72a+aTPggEgJVQKAItMNGe4BAR8Ah0Kl3P9cIVAWBItAOG+0BAh0Bu0Dz3c+fTxjKGoGqIFAE2mGjPfjTn17tDALtiE2gT6bf\/VwjUJUuZYtAEWh3EOgIWATqY\/dzjUBVupQtAkWg3UGgI2AUaParUPkvRU2NO1XGSEApCBSB9gSBLhGTQPPdz5uTh7JGoCpdyhaBItDuINARaAvU2+7nGoGqdClbBIpAu4NAR6Al0C+97X6uEahKl7JFoAi0Owh0BHgWXsZ0Ai3K3bwMAkWg3UGgI4BAZUwtUHMRI1AE2h0EOgLMByoDgSLQniDQJcKM9DIQKALtCQJdIghUBgJFoD1BoEsEgcpAoAi0Jwh0iSBQGQgUgfYEgS4RBCoDgSLQnsQm0OPkaOdthA8ClYFAEWhPEOgSQaAyhgnGVZlm2+ggUATaHQQ6AghUBgJFoD1BoEsEgcrwK9BhTYRAEWiTtkBTHz6+nk8S\/OVBcu79\/LUn7x4kyeW75rfTVx5crH9TTVn0NDm8f5Cc\/2BHWYQBApWBQBFoT2Yv0J9lP3GeHB5n\/7+X6e9x\/kKyd2R8+zi5kb+9v24sepq8lrYuTPhjlSPiFOjZV1OFUeJOlTESUAoCRaA9mb1Ak6uPzj7O52p7cjvT4otr6Svr9KVsroz228f5rJjpvuZRY9HTxdhz7RLogzezWURe\/CU\/a2wCgSLQnsxeoJn10j3Jw3XmwLRxUuxcpv8emt4+LiYhOmktelrsvy4Dm0DP7hTTMKX\/6Tg\/1VxMCLT9HgJFoM6N9mBXgWZqfHEtl19myLPbpQcfH+S6bLxdvpK+9Mrn+qKnC9oBtQo03f8+\/1cHadf\/dsr9bXeqjJGAUhAoAu3J8gSqzndpEmh+FT6Tp75oDAI9TZKb+X871uVJjGlwp8oYCSgFgSLQnsxeoJkGFEMqUwfnAm28rQpUX\/S0PJ5fBBaB5v89KQRan7+YAHeqjJGAUhAoAu3J8gSqnsrcIlB10QgEWpyzKAX6+IAZ6VsgUATak6UJND0uP3K8XZ0DzfShLxqBQAt1lgIt\/5kCd6qMkYBSECgC7cnSBFpcX19r+5u6QPO38wNYbVEEOhruVBkjAaUgUATak8UJ9MW1\/OfPi4skJoEm+4\/W95PyPtDNohEItNjlLs054UUzd6qMkYBSECgC7cniBLo+LR4vSq4a366eRMre1RaNQKDFfnch0LPbXERqg0ARaE+WJ9DyAff3zW+nr6R7nHs3i9WVRWMQ6OOD5OqjXKBPrk\/43IA7VcZIQCkIFIH2ZOYCBSO2G+lP0t3tSwd7r13M5geYLBp3SRgZZAAAIABJREFUqoyRgFIQKALtCQJdItZn4b88qG59nc6fCDTHZRt1PQSKQPtUFwIdAftkIk8\/uZTa89yVuxNG406VMRJQCgJFoD1BoEuE+UBlIFAE2hMEukQQqAwEikB7gkCXiEWgT\/+oMlk07lQZIwGlIFAE2hMEukRsTyIlOuemmVbZnSpjJKAUBIpAe4JAl0hHgSbT3AzqTpUxElAKAkWgPUGgS8TyKOcfsh83+emnn3763kGy99anf5f\/vMf40bhTZYwElDKGQLvYZvuSCHRcgeqtHiDQJWI5B5rugla3f97P1fnk2hT3g7pTZYwElIJAEWhPEOgScU2oXFJMqDzJlCLuVBkjAaUgUATakwAE2oexanxhuCZULsl\/CGqaaZXdqTJGAkpBoAi0Jwh0ibjmA9Uak8wK6k6VMRJQCgJFoD3xLlAYAZtAtT1QBNoCgSLQniDQJWI9B7rf+JtzoBoIFIH2BIEuEfvPGl8tfHl2J5+T\/\/4BV+FVECgC7QkCXSK2Z+GPkyS5fOPGjWxGpv38xvop7qR3p8oYCSgFgSLQniDQJWITaLbjWfKD\/Oej9o4sS4Kcohb11qtrzS+N1vYl\/9y7tR6+5e7EMGEP1AnXN7G9BZGzdT7Qt75K\/z577zc8C6\/BHih7oD1hD3SJMJ2dDD0YaU2ZyxaBItDOGwW\/IFAZCBSB9gSBLhGHQM+q6UAf\/G8TzCOS406VMRJQCgJFoD1BoEvEJtAn7ypT2U0xEVOOO1XGSEApCBSB9gSBLhH7bEwKFxBoEwSKQHuCQJeIRaAnSbL32k8Osv8lezcni8adKmMkoBQEikB7gkCXiG02puzBzfT\/jzKXTvAMZ4k7VcZIQCkIFIH2BIEuEedkIif545vHyWT30LtTZYwElIJAEWhPEOgScU5nd1pOI7JvXGgE3KkyRgJKQaAItCcIdIlsEWh29P7i2mTH8O5UGSMBpSBQBLrTlz0QExUm2HDOSD\/hTKAF7lQZOPd2AoEi0J2+7IGYqDDBhvM3kYpToZP8mEeBO1UGzr2dQKAIdKcveyAmKkywYRHo44Pkyt3sMvxhJlMO4VsgUAS605c9EBMVJthwzAea7neeJsneQTLFVMoF7lQZOPd2AoEi0J2+7IGYqjLBgvVZ+C+zA\/ez4\/xBJO4DbYFAEehOX\/ZATFWZYMExmch\/S715dv\/Spbcm8ycC3Wqb7UsiUAQKk8F0djIQKALd6cseCN8VGz22q\/BX7k4bR4E7VQbOvZ1wCbR7pZjLFoEi0K74qFJQsN1IP93jmyruVBk493YCgcYgUNfY90a6nhMfVQoKzieRJsedKgPn3k4gUATaE+l6TnxUKSg4n0SaHHeqDJx7O4FAEejWL7T7e2J8VCkoWOcDveDjJKg7VQbOvZ1AoAh06xfa\/T0xHooUVCwCffpxkpx77UbJT3kSqQkCRaBbv9Du74mZqDDBhvUiUsJvIrlAoAh06xfa\/T0xExUm2ECgMhAoAt36hXZ\/T8xEhQk2uJFeBgJFoFu\/0O7vifFdsdGDQGVIBdq\/bBEoArXju2KjxynQs6+mCqPEnSoD595OIFAEuvXr7f6emIkLFJrYBfrgzezk54u\/nHAuEQS61Tbbl0SgwQjU1RqI6WoTjNgEenanuHr04lpyfrqHktypMnDu7QQCRaCir9eRUxImK00w45hQ+fxfHbzy+dnfMh+oCQSKQEVfryOnJExVmWDBItDTJLlZPhF\/\/4DfhW+DQBGo6Ot15JSEqSoTLLh+VK6cUuSE34Vvg0ARqOjrdeSUhKkqEyy4JhMpBcqvchpAoEsRqF2nXQT6qmnF\/mkhZqLCBBuu6exKgfK78AYQKAJttxBodCBQGQgUgbZbCDQ6bIfw2YWj0pyn\/C58GwSKQNstBBod1vlA9yuBpjLlIlILBIpA2y0EGh0WgT4+SK4+ygX65Hoy3ez07lQZOPd2AoEi0HYLgUaH7Ub6kyRJLh3svXYx\/fdwsmjcqTJw7u0EAkWg7RYCjQ7rs\/BfHlSzgU7nTwS61Tbbl0SgCBQmwz6ZyNNPLqX2PDfpD8S7U2Xg3NsJBIpA2y0EGh3MByoDgSLQdguBRgcCleFLoGOYCIEiUBBiu5F+0iP3GneqDJx7O4FAEWi7hUCjw\/6jcntTzqRc4k6VgXNvJxAoAm23EGh0WJ5EupNfg7\/8\/sTRuFNl4NzbCQSKQNstBBod1nOg2S96pLuh0x7Ku1Nl4NzbCQSKQNstBBodjotIZ\/ezu+iTczenO5R3p8rAubcTCBSBtlsINDrcV+GffpIfyv97JhNpgkARaLuFQKNj621MT97NfltuilDWCFTmnl1NhEC7dUL\/lkwtBBodWwR69snFBIEaQKAItN1CoNHhEujZg+sTnwR1p8rAubcTCBSBtlsINDrsAvVxGd6dKgPn3k4gUATabiHQ6LAINDvzmXJ+4htB3akycO7tBAJFoO0WAo0O+5NIPh5FcqfKwLm3E9JK2b4eAg21E\/q3ZGoh0OiwCvTKZxNHkuFOlYFzbyeklbJ9PQQaaif0b8nUQqDRYXmU83fTPwef4U6VgXNvJ6SVsn09BBpqJ\/RvydRCoNHRYTq7s0\/+V25jaiKtlO3rIdBQO6F\/S6YWAo2OrQJ9+Cb3gRqQVsr29RBoqJ3QvyVTC4FGh1ugZ8WjnAi0hbRStq+HQEPthP4tmVoINDpcAn34ZvGrctPdCupOlYFzbyeklbJ9PQQaaif0b8nUQqDRYRVoufM57Zyg7lQZOPd2Qlop29dDoKF2Qv+WTC0EGh0WgT4odz4nO3gvcKfKwLm3E9JK2b4eAg21E\/q3ZGoh0OgwCfRpMR\/93msHCNSGtFK2r4dAQ+2E\/i2ZWgg0OtoCLWYQyW6kf3ENgdqQVsr29RBoqJ3QvyVTC4FGR1Og+UOcyfn3HxV\/I9CaYSpl+3oINNRO6N+SqYVAo8Mg0PO\/eVT\/jUBrhqmU7esh0FA7oX9LphYCjQ7THujl0qAIVGWYStm+HgINtRP6t2RqIdDoaAr07E5ST6KMQFWGqZTt6yHQUDuhf0umFgKNDsNV+PIq0uXPEKjKMJViLlv1PQQaaif0b8nUQqDRYbwPtLqJnvtAFYapFHPZqu8h0FA7oX9LphYCjQ7bk0jllPTJ1a+mjMadKgPnXk+GqRRz2arvIdBQO6F\/S6YWAo0Ox7Pw5aH8lBPTu1Nl4NzryTCVYi5b9T0EGmon9G\/J1EKg0eGcjak6lL\/AbEwIdCf3jBH25J3QvyVTC4FGx7b5QPNDeaaz+1cEupN7xgh78k7o35KphUCjo8OM9A+uI9B\/lQvU3NLLVn0PgYbaCf1bMrUQaHR0EOiEuFNl4NzribRSzC29bNX3EGiondC\/JVMLgUbH7gL9l79ZrV5\/+4v87+\/eWeX88PdZ6+VHt1ar8h1HQ8GdKgPnXk+klWJu6WWrvodAQ+2E\/i2ZWgg0OnYW6D8Vynz9t1nj2S1FoKVNC5naGyruVBk493oirRRzSy9b9T0EGmon9G\/J1EKg0bGrQL9dvf6f1uvnHxY2\/Hb1481b91ZvfJG988Y3zoaKO1UGzr2eSCvF3NLLVn0PgYbaCf1bMrUQaHTsKNCXH65+nf2b7lNm\/95b\/bJ+69mtcj802zm1NzTcqTJw7vVEWinmll626nsINNRO6N+SqYVAo2NHgX73Tnkcnqvz5YeKEr8u90a\/zt6xNzTcqTJw7vVEWinmll626nsINNRO6N+SqYVAo2Ooq\/C5QL97541\/\/tVq9ddfFK\/k+6bFYb29oeFOlYFzryfSSjG39LJV30OgoXZC\/5ZMLQQaHQMJtDo2L64hZYKs90af3XrjG3ujWP17JcMEMw5F\/g\/VUktTf+9V7b3+rT\/3bq2Hb00R9uSd0L8lU6tHIsAyGEigxVH5t6vVL75Z\/9tH2TV5BOps6WWrvodAQ+2E\/i2ZWgg0OoYR6LfFbUzVyc3seF7R5A9\/b2\/o23EfrAx89NOTIv+Haqmlqb\/HIXyondC\/JVOLQ\/joGESg3956\/ddae+Xa6TTsgVa4U2Xg3OuJtFLMLb1s1fcQaKid0L8lUwuBRscQAv161bgfqbGfiUAR6AhhT94J\/VsytRBodAwg0H9q+rMwI1fhXS29bNX3EGiondC\/JVMLgUbHzgJ9eW\/1o\/JMZnVXfWHG6i7P8tZPW0PDnSoD515PpJVibullq76HQEPthP4tmVoINDp2Fug95YHMe8UuZSHSOJ5E0svPtWTX9RBoqJ3QvyVTC4FGx64C\/Vp9oP3Zrew2pue\/yl9LNfqj+ol3e0PDnSoD515PzNWgl59rya7rIdBQO6F\/S6aW+MBEzI7lC7uy86Ocq4ps5\/PrcjKm\/FGk5+qcS\/aGijtVds62nTDnv6sYu6+nvodAQ+2E\/i2ZWgg0OnYU6LcrTaDr59nkoL8odyyff5S+\/PbWhoI7VXbOtp0w57+rGLuvp76HQEPthP4tmVoINDqYkb4r5vx3FWP39dT3EGiondC\/JVMLgUYHAu2KOf9dxdh9PfU9BBpqJ\/RvydRCoNGBQLtizn9XMXZfT30PgYbaCf1bMrUQaHQg0K6Y899VjN3XU99DoKF2Qv+WTC0EGh0ItCvm\/HcVY\/f11PcQaKid0L8lUwuBRgcC7Yo5\/13F2H099T0EGmon9G\/J1EKg0YFAu2LOf1cxdl9PfQ+BhtoJ\/VsytRBodCDQrpjz31WM3ddT30OgoXZC\/5ZMLQQaHQi0K+b8dxVj9\/XU9xBoqJ3QvyVTC4FGBwLtijn\/XcUoWw+BhtoJ9RtEoJCDQLtizn9XMcrWQ6ChdkL9BhEo5CDQrpjz31WMsvUQaKidUL9BBAo5CLQr5vx3FaNsPQQaaifUbxCBQg4C7Yo5\/13FKFsPgYbaCfUbRKCQg0C7Ys5\/VzHK1kOgoXZC\/QYRKOQg0K6Y899VjLL1EGionVC\/QQQKOQi0K+b8dxWjbD0EGmon1G8QgUIOAu2KOf9dxShbD4GG2gn1G0SgkINAu2LOf1cxytZDoKF2Qv0GESjkINCumPPfVYyy9RBoqJ1Qv0EECjkItCvm\/HcVo2w9BBpqJ9RvEIFCDgLtijn\/XcUoWw+BhtoJ9RtEoJCDQLtizn9XMcrWQ6ChdkL9BhEo5CDQrpjz31WMsvUQaKidUL9BBAo5CLQr5vx3FaNsPQQaaifUbxCBQg4C7Yo5\/13FKFsPgYbaCfUbRKCQg0C7Ys5\/VzHK1kOgoXZC\/QYRKOQg0K6Y899VjLL1EGionVC\/QQQKOQi0K+b8dxWjbD0EGmon1G8QgUIOAu2KOf9dxShbD4GG2gn1GzS\/h0CjA4F2xZz\/rmKUrYdAQ+2E+g0iUMhBoF0x57+rGGXrIdBQO6F+gwgUchBoV8z57ypG2XoINNROqN8gAoUcBNoVc\/67ilG2HgINtRPqN4hAIQeBdsWc\/65ilK2HQEPthPoNIlDIQaBdMee\/qxhl6yHQUDuhfoMIFHIQaFfM+e8qRtl6CDTUTqjfIAKFHATaFXP+u4pRth4CDbUT6jeIQCEHgXbFnP+uYpSth0BD7YT6DSJQyEGgXTHnv6sYZesh0FA7oX6DCBRyEGhXzPnvKkbZegg01E6o3yAChZzIBfpq9zw257+rGGXrIdBQO6GnjOk9BBodCLRrHpvz31WMsvUQaKid0FPG9B4CjQ4E2jWPzfnvKkbZegg01E7oKWN6D4FGBwLtmsfm\/HcVo2w9BBpqJ\/SUMb2HQKMDgXbNY3P+u4pRth4CDbUTesqY3kOg0YFA7XlszPgeZevYCgJFoGpLjO+KjR4Eas9jY8b3KFvHVhAoAlVbYnxXbPQsUqCvds5O55LGjO9Rto6tIFAEqrbE+K7Y6EGg9iWNGd+jbB1bQaAIVG2J8V2x0YNA7UsaM75H2Tq2gkARqNoS47tio2chAjXn+Hb653+PsnVtc0j36K0g3TNG2JN3Qk8Z03udUsa0pBjfFRs9CHRr\/uutHmXr2uaQ7tFbQbpnjLAn74SeMqb3EGh0INCt+a+3epSta5tDukdvBemeMcKevBN6ypjeQ6DRgUC35r\/e6lG2rm0O6R69FaR7xgh78k7oKWN6D4FGBwLdmv96q0fZurY5pHv0VpDuGSPsyTuhp4zpPQQaHQh0a\/7rrR5l69rmkO7RW0G6Z4ywg+pEj5QxLSnGd8VGDwLdmv96q0fZurY5pHv01uzcIw07qE70SBnTkmJ8V2z0INCt+a+3epSta5tDukdvzc490rCD6kSPlDEtKcZ3xUYPAt2a\/3qrR9m6tjmke\/TW7NwjDTuoTvRIGdOSYnxXbPQg0K35r7d6lK2+lfHco7dm5x5p2EF1okfKbE+1Hviu2OhBoF2zun\/Z6lsZzz16a3bukYYdVCd6pMz2VOuB74qNHgTaNav7l62+lfHco7dm5x5p2AF3wpky21OtB74rNnoQaNes7l+2+lbGK1tzEc\/UPYvvRIdU64Hvio0eBNo1q\/uXrb6V8cq2fxHP1D2L6ESHVOuB74qNHgTaNav7l62+lfHKtn8Rz9Q9i+hEh1Trge+KjR4E2jWr+5etvpXxyrZ\/Ec\/UPYvoRIdU64Hvio0eBNo1q\/uXrb6V8cq2fxHP1D2L6ESHVOuB74qNHgTaNav7l62+lfHKtn8Rz9Q9i+hEh1Trge+KjR4E2jWr+5etvpXxyrZ\/Ec\/UPYvoRIdU64Hvio0eBNo1q\/uXrb6V8cq2fxHP1D2L6ESHVOuB74qNHgTaNav7l62+lfHKtn8Rz9Q9i+hEh1Trge+KjR4E2jWr+5etvpXxyrZ\/Ec\/UPYvoRIdU64Hvio0eBNo1q\/uXrb6V8cq2fxHP1D2L6ESHVOuB74qNHgTaNav7l62+lfHKtn8Rz9Q9i+hEh1Trge+KjR4E2jWr+5etvpXxyrZ\/Ec\/UPYvoRIdU64Hvio0eBNo1q\/uXrb6V8cq2fxHP1D2L6ESHVOuB74qNnrAEKqbMY2Or+3rrDi2tGtZrV0vfStf1Xt2x9eferc6hjdmJ\/mHPtBMdUg3mQ1gCdf+31vFmmcfGlovGkh1aWjWwBzpYJ9gDZQ90jiDQrlndv2z1rYxXtv2LeKbuWUQnOqRaD3xXbPQg0K5Z3b9s9a2MV7b9i3im7llEJzqkWg98V2z0RCdQ55IdWj3KVt\/KeGXbv4hn6p5FdKJDqvXAd8VGDwLtmtX9y1bfynhl27+IZ+qeRXSiQ6r1wHfFRg8C7ZrV\/ctW38p4Zdu\/iGfqnkV0okOq9cB3xUYPAu2a1f3LVt\/KeGXbv4hn6p4FdsKYaj3wXbHRM1uBmhIQgcbknkV0wphqPfBdsdGDQO15bGz1KFt9K+OV7c5FPE\/3LKITxlTrge+KjR4Eas9jY6tH2epbGa9sdy7iebpnEZ0wploPfFds9CBQex4bWz3KVt\/KeGW7cxHP0z2L6IQx1Xrgu2KjJwKBdm8h0Dm5ZxGdMKZaD3xXbPQgUHseG1s9ylbfynhlu3MRz9M9i+iEMdV64LtioweB2vPY2AqwbHcu4hA6gUAR6BxBoPY8NrYCLNudiziETiBQBDpHEKg9j+dStjsXcQidQKAIdI4gUHsez6Vsdy7iEDqBQBHoHEGg9jyeS9nuXMQhdAKBItA5gkDteTyXst25iEPoBAJFoHMEgdrzeC5lu3MRh9AJBIpA5wgCtefxXMp25yIOoRMIFIHOEQRqz+O5lO3ORRxCJxAoAp0jCNSex3Mp252LOIROIFAEOkcQqD2P51K2OxdxCJ1AoAh0jiBQex7PpWx3LuIQOhGpQBudQKBzA4G2N4NAPXQCgSLQOYJA25tBoB46gUAR6BxBoO3NIFAPnUCgCHSOIND2ZhCoh04gUAQ6RxBoezMI1EMnECgCnSMItL0ZBOqhEwgUgc4RBNreDAL10AkEikDnCAJtbwaBeugEAkWgcwSBtjeDQD10AoEi0DmCQNubQaAeOoFAEegcQaDtzSBQD51AoAh0jiDQ9mYQqIdOIFAEOkcQaHszCNRDJxAoAp0jCLS9GQTqoRMIFIHOEQTa3gwC9dAJBIpA5wgCbW8GgXroBAJFoHMEgbY3g0A9dAKBItA5gkDbm0GgHjqBQBHoHEGg7c0gUA+dQKAIdI4g0PZmEKiHTiBQBDpHEGh7MwjUQycQKAKdIwi0vRkE6qETCBSBzhEE2t4MAvXQCQSKQOcIAm1vBoF66AQCRaBzBIG2N4NAPXQCgSLQOYJA25uZW9nuWsRBdAKBItA5gkDbm5lb2e5axEF0AoEi0DmCQNubmVvZ7lrEQXQCgSLQOYJA25uZW9nuWsRBdAKBItA5gkDbm5lb2e5axEF0AoEi0DmCQNubmVvZ7lrEQXQCgSLQOYJA25uZW9nuWsRBdAKBItA5sjCB6lmNQOfTCQSKQOfI7AXqymoEOp9OIFAEOkeiFegw+R9E2S6iEwgUgc4RBDr\/sl1EJxAoAp0jCHT+ZbuITiBQBDpHEOj8y3YRnUCgCHSOzFCg3TMegc6nEwgUgc4RBDr\/sl1EJxAoAp0jCHT+ZbuITiBQBDpHEOj8y3YRnUCgG4HqLQQaMgh0\/mW7iE4gUAQ6RxDo\/Mt2EZ1AoAh0jkQk0DHyP4iyXUQnECgCnSOLFuj4+R9E2S6iEwgUgc4RBDr\/sl1EJxAoAp0jCHT+ZbuITiDQdjAINHwQ6PzLdhGdQKAIdI4g0PmX7SI6gUAR6BxBoPMv20V0AoEi0DmCQOdftovoBAJFoHMEgc6\/bBfRCQSKQOcIAp1\/2S6iEwgUgc4RPwJ9+dGt1ertL1qvI9BoO4FAEegc8SLQ795ZZfzw9803EGi0nUCgCHSOeBHovdUbX6yff7h645vGGwg02k4gUAQ6R3wI9NmtfN\/zu3de\/23jHQQabScQKAKdIz4E+vXqx+W\/v2y8g0Cj7QQCRaBzxIdA761+nf\/7bSnSDQg02k4gUAQ6RzwI9OWH5aH7s1vVSdDvlXRaX00yvfXqjq0\/9245gpG2Iu1E\/7CX3wkInxkKFAAgDPwKtHkjU6dD+CAIKBgGxkYEIzN9+YJGGHugFe5UGSMBpQQUDANjI4KRmb58QQOByggoGAbGRgQjM335gsYMr8IHQUDBMDA2IhiZ6asXNPzcB\/pL7d8N7lQZIwGlBBQMA2MjgpGZvnpBY4ZPIgVBQMEwMDYiGBkP5QsqPgT68sPVj3Z4Fj4IAgqGgbERwch4KF9Q8TKZyPOdZmMKgoCCYWBsRDAyPsoXFPzMB\/r8o9Sfbzf3PxGoCAbGRgQj46F4QWWGM9IHQUDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPQhURkDBMDA2IhgZ3xUbPWEJ1MX3vuc7gkBhYGwwMjA2CHT2MDA2GBkYGwQ6exgYG4wMjA0CnT0MjA1GBsYGgc4eBsYGIwNjg0BnDwNjg5GBsUGgs4eBscHIwNgg0NnDwNhgZGBs5iNQAIDAQKAAAEIQKACAEAQKACAEgQIACEGgAABCECgAgBAECgAgZCYCffnRrdXq7S98hxES\/\/I3q9Xr1ZAwPg2e3Xrjm\/wPRgbGZB4C\/e6dVcYPf+87kHD4p3xEVq\/\/NmswPg1efrgqBMrIwKjMQ6D3Vm98sX5eFQWs19+uXv9P62xIcjUwPg2+XpVjwcjAqMxCoM9u5Zr47p1ifwuyPaxfZ\/+mO1i\/ZnxaPLtVCpSRgXGZhUC\/Xv24\/PeXniMJhe\/eKQ9K72VDwvjopP95+d+Lc6CMDIzLLAR6r9jdSo9bf+w5kuDIBcr46Nxb\/bi8iMTIwLjMQaAvPywPwOpLq1CSH5syPjrfpofvxVAwMjAyCHTW5IeojI9G\/h8VBAqTMDOBcjuKxrf5bUyMj0Z+VqMlUEYGxmBmAmU\/QuXbW69np\/gYH5Wv8+vv7IHCJCDQ+fJ1eRs946Pw7FY+GAgUJmEOAuVaqpF\/WlU3NzI+G75e1aRH7YwMjMssBFrdxcfdfBte3lv9qDqtx\/hs0AXKyMC4zEKgPE\/S5p7ydCLj06I8ZmdkYFxmIdCXH65+xBPNGl+rY8H4tCgFysjAuMxCoOvnzKmjU04ylJGd3GN8mlRXjRgZGJV5CHT9\/KO0Ct5mL6Li25UmUManSX3ZnZGBMZmJQAEAwgOBAgAIQaAAAEIQKACAEAQKACAEgQIACEGgAABCECgAgBAECgAgBIECAAhBoAAAQhAoAIAQBAoAIASBLobHB8l+3ThJkuRQeefQuEpj9e0LdefFtUE3BxAkCHQxnN1OXvl883ey0Wlq06OtqyNQgN4g0OVwkux9UP6Z2jCpdaqa1Q4CBegNAl0Op5sdzXSf82cHVSt12b51pRoECtAbBLocNqLM9jn\/S22w0y5H8AgUoD8IdDmk2rzwKP8rv550XLWOuxzBI1CA\/iDQBVGfBM2vGp2WrY1Xn7x7kCR7V+5Wy2vtSqDp\/ur5jW8zD559cjFJzr31qGpXH5ZpOd34\/vrB9XQzV9P3H7yZJEmxvXzFO+n2L79v\/Lh0xaNsvXMfrAFmCwJdEI\/L057FVaOqVe9aZrc25VxdG9rDBA7qAAADJUlEQVTlYqcHqj8zD37\/erFU\/rJBoH9xXLz\/yud3ij9yb6cLXrlWtEt96x+XrngjUa50AcwRBLogqpOgxR2h+c7herNfelLsHD69Uyqs0S4E+lj3Z7bJZO\/nj9ZPbhf3lRoEmq7+aH2WbuVccuWr9dnHhTGzFas39g0fl62YxvXk\/TXAfEGgS6I87Vne91krLn9xc599YVRD+7Dlz9yD1V5t6cWWQA+rBffLILI3svah4+OyFTtc2gIIGgS6JE4rqeUHxsVJ0Ep5J+p9ofvtdibQlj+ztbVLUQaBlps53pyALT+2fKPYL25+XLebUwHCBoEuieK0Z7WzV8iuvImpOqDPyHZUm+1srSvXWlLb3Bp1YhNo81p\/7e19ZfOtj9usCDBfEOiSSK10uHlys5BWKbYX1xKFVz5vtouHl5LmvUdNYRqvwue0BVpt6tj0capRAeYKAl0U5c5eqbKTwlzV7uh2gZ4\/aO6C7iLQzWNRCBQWCgJdFNlJ0M3lmscHex9UNzM1n+dsPd+ZLnjh0UnSeHXAPVB9wwgUlgACXRQvru19sJl7KZNYdfGmec6xdQ4yvwrfujZuF+hxD4Hmu8X6xyFQWAIIdFFkJ0GVy9vHyf7xRnDVXE2FzJrt+j5Q7SDeIND9aqVtAi2NWWyi+XEIFJYAAl0WJ8n\/ohwsnybn6ifc80P08tXyWn2zfZhvQBOb9ar7abJVoOW+7HF1H6j2cQgUlgACXRan2TWa+iA8uzBUzxGaqvH8++v6UaFmuxRoKrY95fH0pkCztS7cXZ99ctBBoMkPHq2fvJtU96FqH4dAYQkg0GWReWtzDJ6d0tyceqwfRm8+nF49qVRNJqKcrWwJNH92M1vn460C\/f4186P3+eYRKCwBBLowjrVD8GPtxs4n715M9OmRlHY954i2Tkug62JupptdrsIXszF9Zvw4BApLAIECAAhBoAAAQhAoAIAQBAoAIASBAgAIQaAAAEIQKACAEAQKACAEgQIACEGgAABCECgAgBAECgAgBIECAAhBoAAAQhAoAIAQBAoAIASBAgAIQaAAAEIQKACAEAQKACDkfwKjojTx7pVACAAAAABJRU5ErkJggg==\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"week-number-duration\" class=\"section level3\">\n<h3>Week Number Duration<\/h3>\n<p>This chart shows us the ride duration. This doesn\u2019t tell us anything\nother than the casual riders prefer to use the bikes longer overall. It\nseems the seasons don\u2019t have a huge effect on the ride length for the\nannual members, however the casual riders seem to prefer to use the\nbikes longer in the summer months than the winter. Apart from two weeks\naround Christmas and New Year when events in Chicago increases.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"station-usage-return-vs-non-returning-bikes\" class=\"section level3\">\n<h3>Station Usage, Return vs Non-Returning Bikes<\/h3>\n<p>I wanted to know how the cyclists use the stations. I wanted to begin\nby looking at return journeys. I did this by looking at how many times\npeople had taken a bike and dropped a bike off at a station. Then took\nall the ones that were equal to assume they were return journeys. I\nunfortunately can\u2019t confirm this because I don\u2019t have the rides\nconnected to customer data and don\u2019t have access to the customer data.\nWe cannot completely trust this data of course. But if I was working for\nthis company, it may get the board more interested in knowing more about\nmy findings. This plot surprised me. It is easy to see that annual\nmembers are more likely to take non-return trips than casual riders and\ncasual riders love to take return trips. I find that really odd because\nmy original thinking is that annual members were more likely to have\nreturn trips than casual riders. It also appears that everyone prefers\nthe classic bikes regardless of the trip.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"same-station-return\" class=\"section level3\">\n<h3>Same Station Return<\/h3>\n<p>Here I melded two potential bar charts into one box chart. I wanted\nto look at the difference between the groups when they returned a bike\nto the same station. That is, they take a bike, they go wherever they\nneed to go, keep the bike and then come back to the same place they\npicked the bike up from. The question on my mind was, \u201cAre casual riders\nmore likely to return a bike to the same station compared with annual\nmembers?\u201d This was created in the assumption that casual riders are most\nlikely tourists. To ensure that the data was equal between annual\nmembers and casual riders, I used a percentage of total rides for each\ngroup. As you can see in the plot, the answer to my question is\n\u201cYes!\u201d.<\/p>\n<p>In the same chart you can also see that casual members also tend to\nuse the bikes double the amount of time compared with the annual members\nwhen dropping a bike off from the same place they picked it up from. The\nassumption here is that they could be tourists exploring the city and\nwanting time to see everything. Annual members could just be using the\nbikes to go to the shop, exercise or another task that requires a small\namount of time to complete.<\/p>\n<p><img decoding=\"async\" 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4Pt\/b9ZcvPf75mKArjb3qgVl5eccgKyy0H1PDLU3vvC3mtfRTXH4H0d6b87aXzwPAQLyqPSvbq05LTmOrnUfleGu+F0BwYnp6vxrQfvxJSfVBqdpDisEW\/kOqf9fcO6CrrUBoCenCm+ChXfj3jX4zyM\/i6X54lJUxOyAltFk7iGFhA64c9D2jT\/tQa+dCHojz+6wdUW162ceXlVgJa2f2rD+hh9NcsRXWP4nACqj1AKwdUf2CL93KdgLaZA8PTfUBLT\/GScVv6r1r0YB5N4t\/FrWeHagGmgNbvCrVbxyL7kfqAJsfDdq7+81P9LQH7ha00Ls34r2\/NgcYn8UsehRIvv1lDQOt\/cp2AlpbQwR5ow7HWfCj08W8I6ErLSzdHX27bPdB3lze+Kj0MlUdx\/RHQf2fSNS2ZB33tgZbupfFeCM2B4ek+oPvFAchegy89qJXXY6IdwsPk2dDGV7Ps8GpNQJteA22xDsUY0P30glILU0CjnzMuzfj6j\/ZCXHrDu8WT95bfzBRQ40\/mm6\/3yDxvarelsuQVXgNtWr5pKPTxNz1Qqy4v3Rx9uctfA60PaPiTFwo7V6VVtR0BveHZhjTPg+aArvMaaPM8Kt1L86+yzBwYnu4DGp2qnr0rYVb3FL7Q2MPspKLtWXx+883g36fPrmsD2nQUvsU6lOXzUq2t+usZfuWnxqUttCOq6thkdgQ5WYGpTvpd1W5mDqjxJ7M5kB\/Urg9oZQn6XcjkRSoPt\/b9ZcuvG7pTDyrjb\/yXbrXlVXeY098i\/Sh8+d6YAxo+nTlIVm38N2a9EcgbXv720nmwJKCVB2jFgGq30++l6V5IzYHB6eE10OhUy\/h42jx6L1ddBN9VThrcD06fiQd0P38ppT6gDeeBtliHsjyg+4bXQKNbnJ6YlrbQzunLz4FTi03OI81O4Sj\/EtacOle6mTmgpp\/Mln+ov6RYM8ylJeh3IaOf\/WII7LLlp8pDURl\/Y0BXW141oPt1r4FW7o05oO8un\/p32cjUPorrjkD+O1P69tJ5sCSglQdoxYDqt9PupeleSM2BwenrnUip9DSm8oNaeHdD8o1wOJNhi\/6QTZG6gKpnX3XvRGqxDmXZU\/hoIenpzPqvZ\/j4G5dW2D87d7\/8LozopfL06Uq41I3r4X+Pb5ankn5XtZvFv3Tzp3XrNf1k+PWt++pa5I0BrVlC+S7k25gtuTzc5e8vXX7+MBaHQh9\/89G+1ZaXbo6+3Oxu5A9Y8d6YAxrvLuzWrqrlCBQ3ofw70jwPTKvJN6P8AOkBbdrM8lBoA1p7L8TmwND0fEX6zfgxqj6o2vtr45tsqx\/NX6ar\/cWZq\/dCb\/7n5oCutI58i+vn5Tv19uPg3N3a\/QC1tF3D0rIdmzvaNmfvA06+fTRJ\/15+NU2\/q9rNonYX4l08Ymr4yfSh2bq7LKD6Eip3Qcm2QR\/u8veXL18pD4U+\/g2nS6y0vGxztOVmdyN9wMr3piGgh\/k\/KIZHcd0R0DfBsGep\/3IYV5PSHiA9oEs3U91Ov5f190JsDgxNP6cxHX+xE414emWVmgc1uRLL+Wz3KXupJX9txBDQhqsxrb8OxTwv4wvTRGf4mo8mVF6zqfnlWTzRtvk4\/tSo7NIz83vRgJ3Ot1WpXsCmdLODaF+67gU\/408mF9q5vlhyFL5mCZW7oG+DPtyl76+w\/Nqh0Ma\/IaCrLS\/dXG252dezB6x0bxoCWjyEZHgU1xyBwiYUvr18HhhXkyo\/QHpAmzaz9MDq97L2XgjOgWHx6FM5K28qsWS\/6QwaGUO5qxggfjn65HxAi9dg7Dxcq5jf7Oo1m8HdVQwHvxx2OB\/Q7Hm4dtEKa460Y\/ByBndXMRz8ctjhfEDD35eN6+G\/uwcT\/SUeO45vdvb7O7S7igHhl8MO5wO6OEyP1m3qH95gQfWUUkmDuqsYFn45rHA\/oIvXd5KDd0N45fyw29\/fId1VDAy\/HDZ4EFAAsIOAAkBLBBQAWiKgANASAQWAlggoALREQAGgJQIKAC0RUABoiYACQEsEFABaIqAA0BIBBYCWhhrQH36wvQXtuLrZjm63o+PNcPerw\/EmoLJc3WxHt9vR8Wa4+0VAneHqZju63Y6ON8PdLwLqDFc329HtdnS8Ge5+EVBnuLrZjm63o+PNcPeLgDrD1c12dLsdHW+Gu18E1Bmubraj2+3oeDPc\/SKgznB1sx3dbkfHm+HuFwF1hqub7eh2OzreDHe\/CKgzXN1sR7fb0fFmuPtFQJ3h6mY7ut2OjjfD3S8C6gxXN9vR7XZ0vBnufhFQZ7i62Y5ut6PjzXD3i4A6w9XNdnS7HR1vhrtfBNQZrm62o9vt6Hgz3P0ioM5wdbMd3W5Hx5vh7hcBdYarm+3odjs63gx3vwioM1zdbEe329HxZrj7RUCd4epmO7rdjo43w90vAuoMVzfb0e12dLwZ7n4RUGe4utmObrej481w94uAOsPVzXZ0ux0db4a7XwTUGa5utqPb7eh4M9z9IqDOcHWzHd1uR8eb4e4XAXWGq5vt6HY7Ot4Md78IqDNc3WxHt9vR8Wa4+0VAneHqZju63Y6ON8PdLwLqDFc329HtdnS8Ge5+EVBnuLrZjm63o+PNcPeLgDrD1c12dLsdHW+Gu18E1Bmubraj2+3oeDPc\/SKgznB1sx3dbkfHm+HuFwF1hqub7eh2OzreDHe\/CKgzXN1sR7fb0fFmuPtFQJ3h6mY7ut2OjjfD3a8xBvQlAHRFKFQEFMD4CIWKgAIYH6FQEVAA4yMUKgIKYHyEQkVAAYyPUKgIKIDxEQoVAQUwPkKhIqAAxkcoVAQUwPgIhYqAAhgfoVARUADjIxQqAgpgfIRCRUABjI9QqAgogPERChUBBTA+QqEioADGRyhUBBTA+AiFioACGB+hUBFQAOMjFCoCCmB8hEJFQAGMj1CoCCiA8REKFQEFMD5CoWoV0Lf\/OJ1OP3uU\/Pm304u\/fhH\/8eFHL4S2ioAC6JJQqNoE9M3eNHLxT+Gff7zx0Ys3e5eSL38utFELAgqgS0KhahHQk9vTjx4t3ob\/H+5wPp+G1XwYt1RyB5SAAuiQUKhaBPTN3od\/WUT7nlE243bGFX01FdwBJaAAOiQUqhYBfTW9FP0n3BH9vBDQk9uSO6AEFECHhEIlsgf6MAyo7A4oAQXQIaFQvc9roJcW+Wugxh3QH1qyPb4APNY2TO8f0MXJd\/FR+H+IipkehTfugBJQAINjMaBvfhsH9GfxiaDReaC\/exHtgJ58PZ1+JvU6KAEF0B2hULV6DTTa+Qx3Q+OTlxLhDujJ7Q8fvb0hdSSJgALojkyn2gT04fQ36r+X0i9FO6Dx6fTPpQ4lEVAA3ZHpVIuAntxWe55v9rLdzegV0OdRV1+puL43AgqgOzKdkglofAhenU1\/SWa7CCiA7sh0SuYpfHwInj1QAK6Q6VS7dyJpB5GSc0B5DRSAK2Q61eo0pufTRLqzmZwDGj215yg8ABfIdKrd9UD\/\/+h6oH\/\/SP0tfRMS54ECcIRQqLgiPYDxEQoVAQUwPkKhIqAAxkcoVAQUwPgIhYqAAhgfoVARUADjIxQqAgpgfIRCRUABjI9QqAgogPERChUBBTA+QqEioADGRyhUBBTA+AiFioACGB+hUBFQAOMjFCoCCmB8hEJFQAGMj1CoCCiA8REKFQEFMD5CoSKgAMZHKFQEFMD4CIWKgAIYH6FQEVAA4yMUKgIKYHyEQkVAAYyPUKgIKIDxEQoVAQUwPkKhIqAAxkcoVAQUwPgIhYqAAhgfoVARUADjIxQqAgpgfIRCRUABjI9QqAgogPERChUBBTA+QqEioADGRyhUBBTA+AiFioACGB+hUBFQAOMjFCoCCmB8hEJFQAGMj1CoCCiA8REKFQEFMD5CoSKgAMZHKFQEFMD4CIWKgAIYH6FQEVAA4yMUKgIKYHyEQkVAAYyPUKgIKIDxEQoVAQUwPkKhIqAAxkcoVAQUwPgIhYqAAhgfoVARUADjIxQqAgpgfIRCRUABjI9QqAgogPERChUBBTA+QqEioADGRyhUBBTA+AiFioACGB+hUBFQAOMjFCoCCmB8hEJFQAGMj1CoCCiA8REKFQEFMD5CoSKgAMZHKFQEFMD4CIWKgAIYH6FQEVAA4yMUKgIKYHyEQkVAAYyPUKgIKIDxEQoVAQUwPkKh6jygP7Rke3wBeKxtmPoOaEsEFEB3hEJFQAGMj1CoCCiA8REKFQEFnBRYZPu+CxAKFQEFXGR15npQUKmREFqONAIKNLA8cd0vqNRACC1HGgEFzKzPW+cLKjUOQsuRRkABM+vzloCqcRBajjQCCphZn7cEVI2D0HKkEVDAzPq8JaBqHISWI42AAmbW5y0BVeMgtBxpBBQwsz5vCagaB6HlSCOggJn1eUtA1TgILUcaAQXMrM9bAqrGQWg50ggoYNb7vD2aBMFu4e8EVI2D0HKkEVDAjIC+L6FxIaCAewjo+xIaFwIKuIeAvi+hcSGggHsI6PsSGhcCCriHgL4voXEhoIB7COj7EhoXAgq4R5+3T26Fgds4d7\/wpce3zkQXj9+59jT70vzeTvlLh0Fw6oH687vLhURWbkxA6xFQwD3leXt8Jf2sjQvplw4m+QdwnH+WfO2v+dfOJV8yBLTmxgS0HgEF3FOat0eF3qmC7pc+wmi7+rWtuIv1Aa27MQGtR0AB9xTn7fxmtKMYPtd+HD2N\/yr6UpS7jevR0+\/X99IvRl\/b\/DLq5pNohzWuYW1A625MQA0IKOCe4rzdz3Y8o8rFO4yzQhjT9O3nX4uSG\/9cbUDrbkxADQgo4J7CvM1quMgiGbXwQvH7F5LvbT3TplldQGtvTEANCCjgnsK8LaYt\/HPyjLugENA8jIrxKLx+YwJqQEAB9xTmbTGCFa\/\/9oczKpzJoaazf3y6qL9tNaCFGxNQAwIKuKcwb\/frAzp\/\/MVOdnQ+buAd9ZeNc1+mP2QKaPXGBLQeAQXcUw5o5bXNxfxOUJQ8dS+eB5qccl8f0LobE9B6BBRwz5KARjFM9jY\/uPb9zey1z\/m9M2kVk5dKawNae2MCWo+AAu5pfgofnxl6+tq3T9O\/5AeP5o9vJfuh8W3qAlp\/YwJaj4AC7mk+iBTVrnomUmb+OD2T\/rDmlM\/6GxPQegQUcI\/hNKboJPhtbae0FEQlPdezGNDDoHLCfeHGBLQeAQXcYziRXj0NL70sOkuOA5V2RNO\/HAb5eaOzPKCVGxNQEwIKuEd\/K+f15I\/qXZiFLs7vphcEmRVieVh4f7yK70GQP62v3piAGhBQwD21FxM5vlk4Z37jergb+frgTHZFpfiL8fU9X99NL8cU33TrfnjTW0Ea0NobE1ADAgq4x3g5u+TZd\/mCdOqrpS+qnczD\/CvbM5XI2hsT0HoEFHCP6YLK6vLHhVPhN67dTY8KFa6TvJleuz772vlnaUBrb0xA6xFQwD36vH38sfaRHvFnfASno3dt5u2b\/7ePk69+m98yPrk+vuUsS2TNjQloPQIKuMf6vCWgahyEliONgAJm1uctAVXjILQcaQQUMLM+bwmoGgeh5UgjoICZ9XlLQNU4CC1HGgEFzKzPWwKqxkFoOdIIKGBmfd4SUDUOQsuRRkCBBrYnLgFV4yC0HGkEFGhgd+IGzveTgAJjFgT25q4H\/SSgwMgFtti+4xKEQkVAAYyPUKgIKIDxEQoVAQUwPkKhIqAAxkcoVAQUwPgIhYqAAhgfoVARUADjIxQqAgpgfIRCRUABjI9QqAgogPERChUBBTA+QqEioADGRyhUSwI6\/9s3fxZa03oIKIDuCIXKGNDj\/\/RssXh3JQiCza+E1rUOAgqgO0KhMgV0Pzj1YLGYxReviv7UNwIKoDtCoTIE9DDO5tEk2Hp2fDm4ILSyNRBQAN0RCpUhoLOwnFFGN76K\/j\/6c88IKIDuCIWqPqDzm1E5VUbfXbbwHJ6AAuiOUKjqA5o0893lYHtBQAF4RyhUTQE9mgS7CwIKwDtCoWp6Cr8fvwTKa6AAfCMUKuNBpO3o8HtUTo7CA\/CNUKjMpzFFdhfzW0GyH9ozAgqgO0KhMp9IH9qODyRt7Aqtax0EFEB3hEJlfivnF59+Gf7n3c\/P3a987+S7ven03\/xT\/Oe3v51e\/PWL+I8PP3ohtFUEFECXhELV5mpMb29MY\/8Q\/vnHGx+9eLN3Kfrym73PhTZqQUABdEkoVI0BnT+t++rJ7enPHi1O\/sf04p8Wi+fTsJoPoz+J7oASUAAdEgqVOaCPP47eD\/\/u59f0c5heTT\/8S\/Tf59NLqp1xRV9NBXdACSiADgmFyhTQ+Z3kOkzvLgeb5dPowx3QQimzgJ7cltwBJaAAOiQUKlNAZ0Gw+YvJqQfz3wfaefQ\/3kh2QBNxQB+GAZXdASWgADokFCrzeaDX1Xs4D5I3dGbe7H304n\/9h+n0Z\/81+lv6GqhxB\/SHlmyPLwCPtQ3TagGdRe8+Um+C348vKVIM6NfJUfjfLPKj8MYdUAIKYHA6DWjyXngV0KNJ6WIir6ITmF4sTr6Lj8LH54H+7kW0A3oSdvUzqddBCSiA7giFqvlydnE5tasxvUp2PaNXPi8Vvvj5ye0PH729IXUkiYAC6I5Mp1oE9M1evOeZvBiqvhbtgMan0z+XOpREQAF0R6ZTxqfw0YEjVU7tcnZv9tRR+OwPyTmgz6Md01dq7\/S9EZEW8l0AACAASURBVFAA3ZHplOkg0n5yIZEooGFMSweRTm6rPdBX03QPND4Er86mvySzXQQUQHdkOmUK6NEkOP8sDujxFf1ydulrnw+zvc34EDx7oABcIdOpxsvZ7Uw2zp4J\/6tdT\/nN3vSzR9lR+IXaAV3wGigAV8h0yvxe+L9OAqVyPfpXe\/FpoBfTVibngEZP7TkKD8AFMp1quJjI63s7YT1P11wOdPH26zChf\/9I\/S19ExLngQJwhFCo2lwPtA8EFEB3hEJFQAGMj1CoKgF9\/X1V7XWVu0VAAXRHKFR6QN9dDqpOPai9bZcIKIDuCIWKgAIYH6FQ6QGd\/+2b2N0g2Pj0j99884czwca1P+uf6tE9AgqgO0KhMhxECndE09M\/D2zsgBJQAB0SClXTBZUV7YLK\/SCgALojFKqmCyorR5MtnsID8IlQqJquB1r3l74QUADdEQqVKaClPVACCsArQqEyvga6Xfvn3hBQAN0RCpX5Y43PJy98zu8E5Y817gcBBdAdoVCZ3gs\/C4Lgg6tXr0bXAz0vtK51EFAA3REKlSmg0Y6n6XqgfSCgALojFKqm64FGe5+nr1m4ksiCgALoklCouJwdgPERChUBBTA+QqGqXEzki6ufPov+v+hT3okEwCdCoaq5nN2pB\/pF7TiRHoBXhEJFQAGMj1CoeA0UwPgIhYqAAhgfoVCZ3gtf93HwfSKgALojFCrT1ZhsvP+9iIAC6I5QqFa4HqgVBBRAd4RCtcIV6a0goAC6IxQqw2ug+8GW3RdBCSiA7giFyhDQ13eD4PRZ3okEwEtCoTIeROJEegDeEgoVAQUwPkKh4kR6AOMjFCoCCmB8hEJFQAGMj1CoCCiA8REKFQEFMD5CoSKgAMZHKFQEFMD4CIWKgAIYH6FQEVAA4yMUKgIKYHyEQkVAAYyPUKhqPhe+iqsxAfCKUKhqPta4iouJAPCKUKgIKIDxEQoVr4ECGB+hUBFQAOMjFCoCCmB8hELFUXgA4yMUKg4iARgfoVARUADjIxQqXgMFMD5CoSKgAMZHKFQEFMD4CIWqIaDz75XH\/5bXQAH4RChUpoAe3+IgEgBfCYXKENDywfgtAgrAJ0KhMgR0Pwg2zn4yif4XbFwXWtc6CCiA7giFqj6g85vB1rPo\/3ejlm71\/0YkAgqgQ0Khqg\/ou8sbXy2idl4I\/38WZbRvBBRAd4RCZQpofNzoMNjO\/r9nBBRAd4RCtSSg0bP3d5ctPIcnoAC6IxQq02ug8VP4o0nUUVXTfhFQAN0RCpXhKPwsfvUzeSk0yWjPCCiA7giFyhDQo0lw7n50GP5CFFOewgPwilCoTO9EmsXvPzoMgo1JEO+N9oyAAuiOUKiM74X\/a\/TEfT6L34jEeaAAvCIUqoaLifzPsJvzg52daxb6SUABdEgoVFzODsD4CIXKdBT+3H2hFbREQAF0RyhUphPpbbx9s4iAAuiOUKga34lkEQEF0B2hUDW+E8kiAgqgO0KhMl4PdMvui6AEFEB3hEJlCOjru0Fw+uxV5dP3OJHph5Zsjy8Aj7UN00oBLX+iB5+JBMAvQqEioADGRyhUnEgPYHyEQkVAAYyPUKgaAzp\/KrSW9RFQAN0RCpU5oI8\/jl78fPdzK9cSIaAAOiQUKlNA53eSo0fvLgebNt6UREABdEcoVA0XVN78xeTUg\/nvuR4oAN8IhcoQ0MMguK7eEX8w4XPhAfhFKFRNHyqnLimyz+fCA\/CLUKiaLiaiAsqncgLwjFComi5npwLK58ID8IxQqAgogPERCpXpKXx04EiV85DPhQfgF6FQGa8Hup0GNIwpB5EAeEUoVIaAHk2C88\/igB5fCWxcnZ6AAuiOUKhMJ9LvB0GwM9k4eyb87wWhda2DgALojlCojO+F\/+skvRqojX4SUAAdEgqV+WIir+\/thPU8bekD4gkogO4IhYrrgQIYH6FQEVAA4yMUKtOJ9JaeuWcIKIDuCIXK\/KFyG3aupKwQUADdEQqV4Z1Id+Jj8B98KbSW9RFQAN0RCpXxNdDoEz3C3VBbT+UJKIDuCIWq4SDS\/CA6iz44fd3GU3kCCqA7QqFqPgr\/+l78VP7vuJgIAJ8IhWrpaUzHt6LPlhNa2+oIKIDuCIVqSUDn984EBBSAZ4RC1RTQ+eMr1l4EJaAAuiMUKnNA7R6GJ6AAuiMUKkNAo1c+Q5vWTgQloAC6IxQq8zuR7L4ViYAC6I5QqIwBPfet0BraIaAAuiMUKsNbOf9s833wEQIKoDtCoeJydgDGRyhUS65Iv7Fz7anQmtZDQAF0RyhUxoDuB3wmEgBPCYWq6VM5T5+9+gmfygnAP0KhMn8u\/FZyBv3xTT4XHoBnhEJlCOgs2EqPw89vBttCK1sDAQXQHaFQGU5julnY6zyabHE5OwA+EQqV6UT6wgWYSn\/pCwEF0B2hUBFQAOMjFCrTU\/hgN\/vLYcBTeABeEQoVB5EAjI9QqMynMW0mVxN5coXTmAB4RihUTSfSBzs7O7beikRAAXRHKFTGt3IeTNQ7OTeuC61qLQQUQHeEQmW+mMj88SfhHujZL+1c2I6AAuiOUKi4nB2A8REKFQEFMD5CoSKgAMZHKFQEFMD4CIWKgAIYH6FQEVAA4yMUKgIKYHyEQkVAAYyPUKj0gKpLKb+281mcOQIKoDtCodIDmlz808olQEsIKIDuCIWqGtBoD5SAAvCZUKiqT+GDrT9\/\/+TyqW+\/z1l4Pk9AAXRHKFSVg0j7QRUf6QHAK0KhqgR0foeAAvCcUKhqTmOaf\/\/Nf59s\/PGb3J\/5TCQAPhEK1QqfymkFAQXQHaFQGT6V84tP7VxHOUNAAXRHKFS8EwnA+AiFyhzQ1\/d2gmBj55qd9yQRUADdEQqVMaD56Uw2PpSTgALokFComj7W+PTZq5+c4WONAXhHKFSGgB5Ngq378Z+Obwbx5UV6RkABdEcoVIaAzoKt9DD8\/GawLbSyNRBQAN0RCpXhNKabhb3Oo8kWJ9ID8IlQqFY4kd7KWfUEFEB3hELVOqBv9j56Ef337W+nF38d\/2nxMPmKCAIKoDtCoTI9hQ92s78cBjVP4U9uT+Nc\/njjoxdv9i5FX3qz97nQRi0IKIAuCYWq7UGk59MkoM+nYTUfXvzTQnYHlIAC6JBQqMynMW1+G\/\/pyZW605je7KmAxu2MK\/pqKrgDSkABdEgoVE0n0gc7Ozv1b0UKn8D\/x71yQE9uS+6AElAAHRIKlfGtnAcT9U7OjevVbz6cXnpTCOjDMKCyO6AEFECHhEJlvpjI\/PEn4R7o2S9rzgF9NY2OHJVeAzXugP7Qku3xBeCxtmFaOaBmP94IdztVQNOj8MYdUAIKYHAsBvTh9Dfl80B\/9yLaAT35ejr9TOp1UAIKoDtCoWoR0Ofx8fc0oIlwB\/Tk9oeP3t6QOpJEQAF0R6ZTLQL6Zi8+67MU0GgHND6d\/rnUoSQCCqA7Mp1qEdDn08yHf1Ffi14BfR49sX8V\/Z8EAgqgOzKdkglofAhenU1\/SWa7CCiA7sh0qv2HyhWfwseH4NkDBeAKmU6JBDQ5B5TXQAG4QqZTIgFNzgE9uX3xTxyFB+ACmU41B3Te8JHGeUDTNyFxHigARwiFyhzQxx8HwakH735+rf\/P81gQUABdEgqVKaDzO9GFRMKAXg42+\/9ADwIKoEtCoTIFdBYEm7+YnHow\/31Qd0H6zhFQAN0RCpUhoIdBcF19GNLBpPDxHr0hoAC6IxQq40d6XMg+TW6fz4UH4BehUDV9LrwK6NGEjzUG4BWhUDV9rLEKKJ8LD8AzQqEioADGRyhUTZ8Lr8pZ+7nwXSOgALojFCrDQaT4wFES0PrPhe8aAQXQHaFQmT8X\/vyzOKDHtZ8L3zkCCqA7QqFq+lz4ncnG2TO1nwvfPQIKoDtCoTK+F\/6v6efCW+knAQXQIaFQmS8m8vreTljP0+fuC61pPQQUQHeEQtX6eqAdI6AAuiMUKgIKYHyEQmUI6Ovvi4TWtQ4CCqA7QqEyvRMpKDvd92WVCSiA7giFasWABn2fDEpAAXRHKFSGt3L+7W6YzE+\/+eabLybBxrVv\/hB\/vIfQKldCQAF0RyhUhtdAw13Q9PTPgzidx5f7PR+UgALojlComi6orCQXVO75kiIEFEB3hELVdEFl5WgSpbPnyyoTUADdEQpV0\/VAS3\/p+aqgBBRAd4RCZQpoaQ+UgALwilCojK+Bbmt\/5jVQAN4QCpX5Y43PJ72c3wmiq9MfTDgKD8AXQqEyvRd+FgTBB1evXo2uyLQdn1jf75n0BBRAd4RCZQpotOOp\/PRZFNCNXaE1roaAAuiOUKiWXg\/02tPwz\/Mv\/pn3wgPwhlCouJwdgPERChUBBTA+QqFqCOg8vRzo43\/b63VEYgQUQHeEQmUK6PGtwqXs+r0QU4yAAuiOUKjMV2Mq2CKgAHwiFCpDQPeDYOPsJ5Pof8HGdaF1rYOAAuiOUKhMV2OK3rgZ\/v9u1NJe38OpEFAA3REKVePFRPbjt2\/Ogn7PoY8RUADdEQpV4+XsDtVlRLZrf6hTBBRAd4RCtSSg0bP3d5ctPIcnoAC6IxSqxivSW7kSaIKAAuiOUKgaPxMpeSm05w\/zSPzwL4GI7YkGPwmFyhDQo0lw7n50GP5CFFMbT+Ftz1sMhO2JBj8JharheqDhfudhEGxMgn4vpZwgoEjYnmjwk1CojO+F\/2v0xH0+i9+IZOM8UNvzFgNhe6LBT0KhariYyP8Muzk\/2Nm5ZqGfBBSK7YkGPwmFarCXs7M9bzEQtica\/CQUKsNpTF98mu92Hn3ydxxEgi22Jxr8JBSqxhPpa\/7SFwKKhO2JBj8JhWqFgHIeKCyyPdHgJ6FQVQJavhKouh4oT+Fhi+2JBj8Jhaq6B3pYDaiNqzHZnrcYCNsTDX4SClU1oPP\/6+rV6FLKV1O\/\/FZoXesgoEjYnmjwk1CoVngN1AoCioTtiQY\/CYVqhdOYrCCgSNieaPCTUKg4kR7DZnuiwU9CoWoKaPq58N8\/FVrZGggoErYnGvwkFKrBfi687XmLgbA90eAnoVCt9LnwBBTW2J5o8JNQqMyfC7\/5y29Sf+ZEethie6LBT0KhMn4uvIVP4iwioEjYnmjwk1CoGj8X3iICioTtiQY\/CYWKE+kxbLYnGvwkFKrGjzW2iIAiYXuiwU9CoTIeRLLwQXJFBBQJ2xMNfhIKlSGg4S7odaE1tENAkbA90eAnoVCZ3gv\/SRDkF2Sy8MZ4AoqE7YkGPwmFynQQKeBEegyC7YkGPwmFioBi2GxPNPhJKFRcjQnDZnuiwU9CoSKgGDbbEw1+EgpVY0DnFq5jpxBQJGxPNPhJKFTmgD7+OHrx893Pr1m5Nj0BRcL2RIOfhEJlCuj8TnL06N3lYNPGuzoJKBK2Jxr8JBQqU0BnQbD5i8mpB\/Pfv+fHwv\/Qku15i4GwPdHgp7ZhWi2gh0FwXV1S5GDC58LDHtsTDX4SCpUhoLPovfDqmkz7Nq4NSkCRsD3R4CehUDVdjUkF9GjCifSwxvZEg5+EQtV0PVAVUCsXByWgSNieaPCTUKgIKIbN9kSDn4RCZfxMpN2snIfvdxi+HQKKhO2JBj8Jhcp4QeXtNKB2PmCOgCJhe6LBT0KhMgT0aBKcfxYH9PhKYOPjPQgoErYnGvwkFCrTifT7QRDsTDbOngn\/a+PTPQgoErYnGvwkFCrje+H\/OkmvBmrl05EIKBK2Jxr8JBQq88VEXt\/bCet5+tx9oTWth4AiYXuiwU9CoeJ6oBg22xMNfhIKFQHFsNmeaPCTUKiWBfR7ofWsi4AiYXuiwU9CoTIGdH7vg\/jNSIGdF0EJKBK2Jxr8JBQqU0APJ0Hybs4g2LBwNTsCCsX2RIOfhEJlPpE+eQPn325NOJEeFtmeaPCTUKiM1wPdTJ+581ZO2GR7osFPQqEyXY2psNfJ9UBhke2JBj8JharpcnZ1f+kLAUXC9kSDn4RCxR4ohs32RIOfhEJlfA10u\/bPvSGgSNieaPCTUKjMn8p57mn8p9d3Aj6VE\/bYnmjwk1CoGj4XPtjY2dmJrslkYQeUgEKxPdHgJ6FQmQI6v5tezW7jV0KrWgsBRcL2RIOfhEJlfi\/8\/PEn4R7o2X\/u\/\/OQIgQUCdsTDX4SChVXY8Kw2Z5o8JNQqExH4S1dRzlDQJGwPdHgJ6FQmc4DtXHkvYiAImF7osFPQqFa4Z1IVhBQJGxPNPhJKFT1AZ3ftHEFpiICioTtiQY\/CYXK8BrofrBl90VQAoqE7YkGPwmFyhDQ13eD4PTZq8qn\/Z\/KRECRsD3R4CehUBkPIhVxMRFYY3uiwU9CoSKgGDbbEw1+EgoVJ9Jj2GxPNPhJKFQEFMNme6LBT0Khagzo\/KnQWtZHQJGwPdHgJ6FQmQP6+OPoxc93P79m5WoiBBQJ2xMNfhIKlfFydneSo0fvLgebNt6URECRsD3R4CehUDVcUHnzF5NTD+a\/Vx8Q3zMCioTtiQY\/CYXK\/JEe19U74g8mfKQH7LE90eAnoVAZP1TuQnZJkX0+VA722J5o8JNQqJouJqICyscawyLbEw1+EgpV0+XsVECtXNuOgCJhe6LBT0KhIqAYNtsTDX4SCpXpKXx04EiV89DGYXgCioTtiQY\/CYXKeD3Q7TSgYUw5iARrbE80+EkoVIaAHk2C88\/igB5fCWxcnZ6AImF7osFPQqEynUi\/HwTBzmTj7JnwvxeE1rUOAoqE7YkGPwmFyvhe+L9O0quB2ugnAYVie6LBT0KhMl9M5PW9nbCepy19QDwBRcL2RIOfhELF9UAxbLYnGvwkFCpDQO1dCFQhoEjYnmjwk1CoagI6vxO9\/Hn6upXrgKYIKBK2Jxr8JBSqakCP0qNHVq4DmiKgSNieaPCTUKgqAY0\/kPP0v4pOX7JxHdAUAUXC9kSDn4RCVQnofpCcOP843BG1cB3QFAFFwvZEg5+EQqUHdH4z7WZYUgtv4UwRUCRsTzT4SShUNQFV79w8mth8Dk9AkbA90eAnoVDpAX13OVAXr8v\/ZAMBRcL2RIOfhEJFQDFstica\/CQUKgKKYbM90eAnoVARUAyb7YkGPwmFioBi2GxPNPhJKFQEFMNme6LBT0KhIqAYNtsTDX4SClVNQKv4VE5YY3uiwU9CoSKgGDbbEw1+EgpV5Z1IX1yt+pSPNYYttica\/CQUKq5Ij2GzPdHgJ6FQEVAMm+2JBj8JhYqAYthsTzT4SShUBBTDZnuiwU9CoSKgGDbbEw1+EgpVq4D+73+cTi9+9ij+89vfTi\/++kX8x4cfvRDaKgKKlO2JBj8JhapNQL+bxi7+Kfzzjzc+evFm71L05Td7nwtt1IKAImV7osFPQqFqEdBX04v\/FO553p5++JfF4vk0rObDuKWSO6AEFIrtiQY\/CYVq\/YCe3J7Ge5o\/3sjaGVf01VRwB5SAQrE90eAnoVCtH9Afb0R7nqGH098UAnpyW3IHlIBCsT3R4CehUL3HUfg8oA\/DgMrugBJQKLYnGvwkFKr2Af3xRvbsPayocQf0h5Zsz1sMhO2JBj+1DZNYQJ9PLy3yo\/DGHVACivdie6LBT7YD+io5jSk+D\/R3L6Id0JOvp9PPpF4HJaBI2J5o8JNQqNoG9NXexeIuZ7gDenL7w0dvb0gdSSKgSNieaPCTTKfaBvS52v9Uoh3Q+HT651KHklwOaM0lqQfC9si0YXuiwU8ynWoZ0O\/K\/YxfAX0eHZR\/Ff2fBKcDKjMEHXAxobYnGvwkNaVa3Obk4fRnfyl9IToEr86mvySyWQ4HNBhuP8OH2\/borM\/2RIOfpGZUi9s8nGqvdMaH4NkDTQy5ny4W1PZEg5+kJtT6N3mu9zM5B5TXQBMEVJbtiQY\/SU2otW\/x441p6lLyleQc0JPbF\/\/EUfiB99PBgtqeaPCT1Hxa+xavplpA0zchcR5ohIAKsz3R4Cep+SS0HGkEtCMEFHhJQIdqqAOaIqDASwI6VEMd0BQBBV4S0KEa6oCmCCjwkoAOVfcDuh8EW89a35qAAi8J6FARUGG2Jxr8JDQbCagwAirM9kSDn4RmIwEVRkCF2Z5o8JPQbCSgwgioMNsTDX4Smo0EVBgBFWZ7osFPQrORgAojoMJsTzT4SWg2ElBhxQE9DILtxeL41iQINs7dj77y+s6Z8M8ffFv4occfx9\/+duUbJQF9fCX62peLZUs6jn7u7FfZDxFQ4CUBHSo9oPM76uM0Nq4vFgcT9Zfz6Y9EfUuke5VLbxQF9P+7qb62eb95SUfxjTcIKFAiFCoCKkwP6Cz7QKKNr\/bzTye6kPzE0ST\/0qkHq90o\/MLmlcIPNC3pX1wuJXVBQIGYUKgIqDAtoKHoOXW8S3k6LF\/656Rx76K+nX8aPku\/N0kzt\/RGSVGjZ\/fHt7I4Gpe0ET7Lf\/J\/59tEQIGXBHSoKgFV+5qzwp\/30x3HWXkP8sJKN9ovfzH5o2lJhSfvCQIKvCSgQ6UHtPCCZPbnKHG7i2S38UL6w+nB9WU3iqO5rW40v5n8gHFJ6Q9mCCjwkoAOlR7QXfXnbL9wkefuMHu5MvlivLu47Eb5rqhaRfQX45KyqqYIKPCSgA6VFtAsddkO5CJv4ax4eCfamdxd4Ubl80Cjr+6usKQMAQVeEtChagho9udCQMsurHCjKKD5E\/MolhdWWFKGgAIvCehQaQHNnljXtHB+U8\/e9vIb1QbUuCQCCtQSChUBFUZAhdmeaPCTUKgIqLA1Aho98a4cJW8VUOOSCChQa80gmRBQYWsGtHpZkFUC2nwQqbAkAgrUWr9JtQiosHUCul88+WjVG5VvpSJpWhIBBWqt36RaBFTYOgEtnuaZ7kuuFNDsVumJ9KYlEVCg1nsnSs0noeVIG0VA47OPridfi1IY\/\/BKAd1Izg6dz9Kz7g1LIqBALYlKLQiouLUCGl9CKb5uSHR5zySFKwU0uXDIkyvZmzUNSyKgQC2hUBFQYWsFdHFYuAidut7nKgH9SX7aUva2+dolEVCgllCoCKiw9QK6OMqu7LnxqxVvFJ3GlJ34eS479l67JAIK1BKIVDyfhJYjbSwBVR\/EEexce7bqjeLzQOcHZ0of32FYEgEFar1HnErzSWg50rwI6BARUOAlAR2qoQ5oioACLwnoUA11QFMEFHhJQIdqqAOaIqDASwI6VEMd0BQBBV4S0MEa6ogmnOsnAUUnpCaU0HKkEdBuEFAgIjWhhJYjzd2ADrqg7vWTgKITUjNKaDnSHA7ocAsaONhPAopOSM0poeVIczmg\/1L\/fI2hsD0urdieaPCTUKgIKIbN9kSDn4RCRUAxbLYnGvwkFCoCimGzPdHgJ6FQEVAMm+2JBj8JhYqAYthsTzT4SShUBBTDZnuiwU9CoSKgGDbbEw1+EgoVAcWw2Z5o8JNQqAgohs32RIOfhEJFQDFstica\/CQUKgKKYbM90eAnoVARUAyb7YkGPwmFioBi2GxPNPhJKFQEFMNme6LBT0KhIqAYNtsTDX4SChUBxbDZnmjwk1CoCCiGzfZEg5+EQkVAMWy2Jxr8JBQqAophsz3R4CehUBFQDJvtiQY\/CYWKgGLYbE80+EkoVAQUw2Z7osFPQqEioBg22xMNfhIKFQHFsNmeaPCTUKgIKIbN9kSDn4RCRUAxbLYnGvwkFCoCimGzPdHgJ6FQEVAMm+2JBj8JhYqAYthsTzT4SShUBBTDZnuiwU9CoSKgGDbbEw1+EgoVAcWw2Z5o8JNQqAgohs32RIOfhELVeUB\/aMn2vMVA2J5o8FPbMPUd0JYIKBK2Jxr8JBQqAophsz3R4CehUBFQDJvtiQY\/CYWKgGLYbE80+EkoVAQUw2Z7osFPQqEioBg22xMNfhIKFQHFsNmeaPCTUKgIKIbN9kSDn4RCRUAxbLYnGvwkFCoCimGzPdHgJ6FQEVAMm+2JBj8JhYqAYthsTzT4SShUBBTDZnuiwU9CoSKgGDbbEw1+EgoVAcWw2Z5o8JNQqAgohs32RIOfhEJFQDFstica\/CQUKgKKYbM90eAnoVARUAyb7YkGPwmFioBi2GxPNPhJKFQEFMNme6LBT0KhIqAYNtsTDX4SChUBxbDZnmjwk1CoCCiGzfZEg5+EQkVAMWy2Jxr8JBQqAophsz3R4CehUBFQDJvtiQY\/CYWKgGLYbE80+EkoVAQUw2Z7osFPQqEioBg22xMNfhIKFQHFsNmeaPCTUKgIKIbN9kSDn4RCRUAxbLYnGvwkFCoCimGzPdHgJ6FQEVAMm+2JBj8JhYqAYthsTzT4SShUBBTDZnuiwU9CoSKgGDbbEw1+EgoVAcWw2Z5o8JNQqAgohs32RIOfhEJFQDFstica\/CQUKgKKYbM90eAnoVARUAyb7YkGPwmFioBi2GxPNPhJKFQEFMNme6LBT0KhIqAYNtsTDX4SChUBxbDZnmjwk1CoCCiGzfZEg5+EQkVAMWy2Jxr8JBQqAophsz3R4CehUBFQDJvtiQY\/CYWKgGLYbE80+EkoVAQUw2Z7osFPQqEioBg22xMNfhIKFQHFsNmeaPCTUKgIKIbN9kSDn4RCRUAxbLYnGvwkFCoCimGzPdHgJ6FQEVAMm+2JBj8JhYqAYthsTzT4SShUBBTDZnuiwU9CoSKgGDbbEw1+EgoVAcWw2Z5o8JNQqAgohs32RIOfhEJFQDFstica\/CQUKgKKYbM90eAnoVARUAyb7YkGPwmFioBi2GxPNPhJKFQEFMNme6LBT0KhIqAYNtsTDX4SChUBxbDZnmjwk1CoCCiGzfZEg5+EQkVAMWy2Jxr8JBQqAophsz3R4CehUBFQDJvtiQY\/CYWqVUBPvt6bTj97FP\/57W+nF3\/9Iv7jw49eCG0VAUXK9kSDn4RC1SagP96YRj78S\/znj1682bsUffnN3udCG7UgoEjZnmjwk1Co2gT04fSjR4u3t6fRDufzaVjNhxf\/tJDdASWgUGxPNPhJKFQtAvpmT+17RtmM2xlX9NVUcAeUgEKxAp\/3lQAAD6ZJREFUPdHgJ6FQtQjo8+kl9d\/fFAJ6cltyB5SAQrE90eAnoVC1COhDtav5KgppHNDoK7I7oAQUiu2JBj8JhWr9gJ7cjl\/xjJ7Kh\/uc6Wugxh3QH1qyPW8xELYnGvzUNkzCAU2Pwht3QNtuJwAMjmRAo4NJ0Xmgv3sR7YCefD2dfib1OmhlQx3h6mY7ut2OjjfD3a8Ox\/t990CVcAf05PaHj97ekDqS5OqvmKub7eh2OzreDHe\/Bh\/QaAc0Pp3+udShJFd\/xVzdbEe329HxZrj7NaiAlo\/CL9QfP0\/OanoV\/Z8EV3\/FXN1sR7fb0fFmuPs1rIA+V5F8nsUyPgSvzqa\/JLNdrv6KubrZjm63o+PNcPdrWAEtvRMpFh+CZw804upmO7rdjo43w92vYQX05Pb0Z9l74ZMvRH\/iNdCIq5vt6HY7Ot4Md7+GFdDF28LVmCLJOaDRwSWOwru62Y5ut6PjzXD3a2ABXbz9elo45TN9ExLngS74Deubm9vNcPdraAHtgau\/Yq5utqPb7eh4M9z9IqDOcHWzHd1uR8eb4e4XAXWGq5vt6HY7Ot4Md78IqDNc3WxHt9vR8Wa4+0VAneHqZju63Y6ON8PdLwLqDFc329HtdnS8Ge5+EVBnuLrZjm63o+PNcPeLgDrD1c12dLsdHW+Gu18E1Bmubraj2+3oeDPc\/SKgznB1sx3dbkfHm+HuFwF1hqub7eh2OzreDHe\/CKgzXN1sR7fb0fFmuPtFQJ3h6mY7ut2OjjfD3S8C6gxXN9vR7XZ0vBnufhFQZ7i62Y5ut6PjzXD3i4A6w9XNdnS7HR1vhrtfBNQZrm62o9vt6Hgz3P0ioM5wdbMd3W5Hx5vh7hcBdYarm+3odjs63gx3vwioM1zdbEe329HxZrj7RUCd4epmO7rdjo43w90vAuoMVzfb0e12dLwZ7n4RUGe4utmObrej481w94uAOsPVzXZ0ux0db4a7XwTUGa5utqPb7eh4M9z9GmFAAWDwCCgAtERAAaAlAgoALRFQAGiJgAJASwQUAFoioADQEgEFgJYIKAC0REABoCUCCgAtEVAAaImAAkBLBBQAWiKgANDSIAN68vXedPrZI9ub4b\/\/\/Y\/T6cV0oBn1PrzZ++hF\/AeGu3Mn34VD\/G\/+Sf2lm\/EeYkB\/vDGNfPgX2xviu+\/icZ5e\/FP0F0a9Dye3p0lAGe7OvU2GePoP0V+6Gu8hBvTh9KNHi7fpbxq68mp6MfzXORzo+LeKUe\/D86kaYIa7a+G\/VT97tDj5H8kOQlfjPcCAvtmLJ\/SPN5I9I3Qk\/AX7PPpv+G\/z54x6P97sqYAy3J17pXY3n08vdTjeAwxofIfj\/\/7G7oZ47scb6vnMw2igGfUehP9m\/cfkNVCGu2vp\/kGis\/EeYEAfqjv+St1ndCwOKKPeg4fTS+ogEsPdtWz\/INbZeA8voCe31V52drwSnYqf1jDqPXgVPn1Pxpfh7lw0sv\/rP0ynP\/uviy7Hm4COXvzshlHvXvwvFQHtSTiyXydH4X8z2oByjkcPXsVHKRn17sUvlVQCynB341V0AtOLxcl30\/ITLOHxHnRA+ce5e6\/2LkavDjHqnXseH39nD7Qnr6bqeNHD8BnWSPdA+d3q3HN1Gj2j3rU3e\/EIE9CeqPFOhnhMAeUAZY++m6bnxTHqHXs+zYTPIhnurmVP1uM\/jOgofHaqFqfIde3k4fRnf1F\/ZtQ7Vg4ow921bKczOvehu\/EeYEB5k0ZfHhbe2Mao90M9h2S4O\/dQ7WyqY3fjeSdS8h5W3ibcuefFEWbU+6ECynB37s1edPGl5Ch8d+M9wICmV1Hh\/I5uqevTRC4tGPWepEcxGO7OvdpLLjYWv\/rZ1XgPMaCLt9EZsJ\/xT3O3Xk1LAWXUe5EdBma4O\/c2ugTo3z9K\/9LJeA8yoADgAgIKAC0RUABoiYACQEsEFABaIqAA0BIBBYCWCCgAtERAAaAlAgoALRFQAGiJgAJASwQUAFoioJLmN4Ng61lfa5sFmY2da8\/SL5Y3YD849WCVha36czVbsd49nt+bBMGpr\/pYlRB9aN7jHpS9uxxceP+ldM\/SuDuBgEo6CmfWhsDMWk0hoEG23v4CevB3z+pWuEy81SutS62geNO1VlW5fUv60Kx+D4ySTRtMQE0j1fIhHhMCKmk\/2LwSbPe1tnJA1ZTuLaDpitacXeG\/MT9Z7eerC15vVWLTXhua1e+Bkdq0oQTUNFItH+JRIaCCwmfw262fCq9vlq\/qdfSssnYydh7QNR0GwW6nKxC7fUYbmtXvgZFjAYUZARUU7pvsCkyvVc2KE\/vQ8Orr8AK66mscww3oe79KQ0C9QUAFRUULJ0Vfv3WlgJrWS0DfGwGFEQGVE86H7Wi6ZYdz1LwLn9nHv4jHt6JjTOfup1\/cfXwlCE5HP\/wk+k6QHUlfPP44\/MHzz7KZW7plpjag2S\/9asvQfi6f0snfjVu5n7zueqGwwtIKogXN750Jb3mtOAf3Cwe8zMOxKK6g8J1kVcmiw9tufql+Nl5S8MGXi+qaLjTd9dKw12yxPoSle1DaYv2+bC+ib4W3TRYSlNadbVrNKg2bqt\/D0pY3rW+F5RVHSuAhHhkCKid59h4+j79Q+Osi+8p+erTnfPTF8Lf+qjr0M7+TfmfzgfpWclTolpq55VtmSgE9CEoBXXUZ2s\/VBLR+K6uzK13Bxq+iv4UL+tdXincqXWoW0PLPF1ZU+skLxe9kAf2p2upkzQfl4dNur68pv+vlYa9scWUIy\/eguMWV+\/ITdYDv1IM7+T2ubFq4ynOXi\/fE9Chp91Db8ob1rbK8fKREHuKRIaByZmlzttJdmuSA\/H4ajOif7td3kt\/maHqGXz7+Mv5OtOtwHP42bifLif4e\/zbHM1e7pba+2Pd3VCzSX\/bVl1H6uZqAmreydIg2\/Pbmt+EuzJXkn41wQeE8e7Y4vqkd3EqfAGs\/X1hRvmnZPwXqO1lAwzvzNN7oaEvCf5+2wrs2vxuUT4AoTPvimjLaHapssT6E2j0oD41+X9Kbno639K72AnX+FD7YuFZYpeFR0u+htuXm9a24vMJISTzEo0JAxaTB3E8nal6A8L\/hL62a3klPo9\/63dLt0mfh2S7sfjJz9VtmtNOYir\/sqy5D\/7m6gNZvpTa7spdgw1uoBSU3zP49UVR+9J\/PV1S4e1lAd4tfiRa9rf6e\/Muk+jYrhy6vVGlN+sOV\/oC+xfrQ6PegNDSV+3JBfSPbUsOm6ausfZS0e6hvuXF9Ky6vsDkiD\/GoEFAx6S9p9murZlp0bL54JCJ+yaownbODEupL2U+Gv6Glv6tbZmY1\/VS\/7LMVl6H\/XE1ADVupza58hibhyY9pzWrzo\/+8Vrd8wcXvZBM53+jtyj8r+u31NWkbUuxBaYv1odFvmG+X+b7M8qfS2j995barlZkeJe3W+pYb17fi8tLNkXqIR4WASsn+Hc5+n8PfsOhf6PjXuPgbHP8+1v2zPdN+Uv+7dli0GNAPvtUWvtIy9J+rC2j9VuqzK59DSdWyvRnDMWz952tWVNqBL3wlX3TyhcPouMa3i4rsxYzymup+sLRfV3nA6v8JyLfLfF+y7xyaAmpYZfmRNt1D\/UUjbX0rL69ytP39HuJRIaBSordxZpIKzfLfs3eXi3uL2mwJvX7yzRdn4m8Uzm3ZV38v3zKjfqOjI9Kb9\/Mvhr\/shVQ0LkP\/ubqA1m+lNrsKlUv+qC8oc5i+gFH+eW1F2YK1yKdH4UsjkBz6OH3tad3tK2sqKdwhbYsrQ6Pdg3y7Gu7L8oBqqzQ80jX3sLDlpvWtvLxiQAUe4lEhoFL2i7+tya\/aYfSLlcydxoAenCl8Y+2Axu3e2M2+WPrdXhrQ0s81BrS0ldXZVd7ZWR7Qyg75GgFN76xadnzmTlA4r6nw0+YdeO0OVWtWHhrtHpQCarovUgHV72F5y9cPqLa8bFxkHuJRIaBCyr+tyXR5d3mjcPJiORD572NyuszO1X9+Oqvb9TE98Sw+pzrMz5Mx7YHWLmONPVBtK4e0Bxp58kU893crtzfugep3aBB7oA3XUcjvob7lDQFdaXnFw3USD\/GoEFAhh4VzOQ7zg6EX1K9Z5elj\/luvTh5ZmF8DNRzjLLw2N8v2MEyvgdYuo+E1UH1ualu5wgtkTQGte92wVUCLRdROFlryGqh+h7QtXuU1UD1blfuyXkCXHs1W91DfctP6Vl1efrhN5iEeFQIqZFaYItlx28Ng60B9Pf++tpuS\/5rrR8zV3\/VbFlaZ\/d5GOw9ps5Mjpupb6oiWaRn6z2WNyQ\/wGrZSm13ZuVvqX5JlAdV\/fr2A5ptywVy6PAulNeUjVr5D+hbrQ6Pfg9K\/LYb7sl5ATY+Sdg8rW25c32rLq+6rv+dDPCoEVMa70lvRZ+p37d3lU\/9O\/bJGJy8nP3CYPg\/T05Sfs6mfw1m6ZWEt+e9tdAhrN\/niVvGMwiXL0H8u25jDwBTQ\/boXyOpOEmwMaM25k2sENDtIl5ysk599U7MHajgPtHKH9C3Wh0a\/B\/l2me\/LmgE1PUrle1jZcuP6VlteNaDv+RCPCgGVUdq7yS+NNMtfl9tPXrJPnzZVnhxHb\/DI9s70dxEVb5kp7XBpv\/TJe1CWL6Pm57buq2uu1z2FL27lxlfzp8UVpm9TiQZiWUD1n68JqFpBbUCDnz5bHN\/KVrVxPfz6sXYufrqB2poK97x0hypbrA+Ndg8K22W8L6aAqk2rW2Xdo6TdQ33LzetbbXnp5kg9xKNCQEWEv8PFGZL99bD67u5A37F6p95QHJy7q94KqE7w3PzP6sblW2Zm2h5VvMB0r+HOasvQf26evsv8rhbQylYeRn\/ZzldYeaN0c0C1n68JqFpBXUDPqlPGklXkJ5BdqLm9vqaUfoeqW6wPYfkeFLfYdF9MAVWbVl2l4VEq30N9yxvWt9Lyss0ReohHhYCKyJ8sJfbzN9flk\/r4VnTcU11SpzD\/4kvaRGc2Z69AVq+kVLhlpvySn3oSnx1XebLSMio\/l1xf53r1NKbKVh6EK9x+lq8wuVTP+eTcwuUBLf98TUDVCmoPIkV7n\/klh+b3dsK\/nj7\/tO72+poy2h2q2WJ9CEv3oLTFhvtiCqjatJpVGh6l8j3UtrxpfSstLx0poYd4VAjogFXeIYKF9o8SYBUBHZzidUQbzuMbLQKK4SCgg5OdLlK++AUUAorhIKCDE70x83q4\/3kwGfFLSw0IKIaDgA7PYXqMdLPyIRQgoBgSAjpAr+8kh045glSHgGI4CCgAtERAAaAlAgoALRFQAGiJgAJASwQUAFoioADQEgEFgJYIKAC0REABoCUCCgAtEVAAaImAAkBLBBQAWvo\/2ZqBhRs+JtQAAAAASUVORK5CYII=\" width=\"672\" \/><\/p>\n<\/div>\n<div id=\"location-usage\" class=\"section level3\">\n<h3>Location Usage<\/h3>\n<p>The final plot is actually a map. It shows the location of all the\nstations and their usage depending on the size of the dots. I purposely\nmade the annual members yellow and the casual riders blue. So together\nthey can make green, unfortunately they appear to have made grey\ninstead. With the yellow being see through it means you can compare\nwhich group uses which station more. If you have a blue border to the\ndot, then casual members use that station more. If you have a yellow\nborder to the dot, then annual members are using that station more. In\nthe center of Chicago you can see that it\u2019s quite the mess with\nstations. I could have zoomed into that area with another map, however I\ndon\u2019t think that would give us any significant data. The data we do get\nfrom this map is that casual riders prefer to use the bikes along the\nside of the lake more than the annual members. The annual members are\nmore likely to use their bikes further in the city. It is scattered with\nbikes throughout the rest of the city. An interesting fact is also that\nsome stations have only be used by casual riders, could this be that\nannual members don\u2019t have access to these? If I was working for the\ncompany, I would call up someone who could tell me more about this\nsituation.<\/p>\n<p><img decoding=\"async\" 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\" width=\"672\" \/><\/p>\n<\/div>\n<\/div>\n<div id=\"act---the-conclusion\" class=\"section level2\">\n<h2>Act - The Conclusion<\/h2>\n<p>Everyone prefers the classic bike and the amount of times someone\nrents a bike for longer than a day is so statistically insignificant, it\nwas not even worth investigating. Overall, it\u2019s definitely apparent that\nCasual Riders use the bikes longer than annual members. Casual riders\ndefinitely prefer the weekends over the work week, using them more and\nfor longer during that time. Whereas annual members prefer to use the\nbikes in the middle of the work week and only use them slightly longer\non the weekend. Both casual riders and annual members are more likely to\nuse their bikes in the summer weeks. However it is more pronounced with\ncasual riders and they tend to use the bikes longer in the summer weeks.\nAnnual members appear to be quite consistent with their ride duration\nbetween summer and winter weeks.<\/p>\n<p>Surprisingly it appears that casual riders are more likely to go on\nreturn trips using the bicycles. Annual members are less likely to go on\nreturn trips. Casual riders are twice as likely to drop their bike off\nfrom the same place they picked it up from. However, over 10% of casual\nriders will do this whereas less than 5% of annual riders do this. When\nthey do pick up a bike from the same station they drop them off at,\ncasual riders take double the amount of time to use them compared with\nannual members. This is probably due to them sightseeing, whereas annual\nmembers perhaps just want to go to a shop, use the bike for exercise or\nanother task that takes a small amount of time.<\/p>\n<p>The map shows that casual riders are more likely to rent bikes\nbesides the lake and tend to stick around the city. There are some\nrandom stations which were only used by casual riders. However the grey\ndots with yellow outlines show that annual members are more likely to\nuse the stations that are out from the city center.<\/p>\n<p>Overall, this has been an interesting journey to get hold of this\ninformation and I have enjoyed it thoroughly. This case study was\ncompletely created using R from start to finish. It has been a hard and\nchallenging journey but I have enjoyed every minute of it. Just wish I\nhad more time to work on it. But lets create one more dataframe to wrap\neverything up\u2026<\/p>\n<pre><code>## CRiders\n## 1 Casual Riders\n## 2 - Bike ride duration is longer\n## 3 - Prefer riding on the weekend\n## 4 - Prefer to ride in the summer\n## 5 - More likely to go on return trips\n## 6 - At 10%, they are twice as likely to drop a bike off from where they got it from\n## 7 - They take double the amount of time to use a bike when they drop it off from the same place they got it\n## 8 - They are more likely to rent a bike along the lake\n## AMembers\n## 1 vs Annual Members\n## 2 - Prefer riding mid-week\n## 3 - Ride for slightly long on weekend\n## 4 - Use bikes more in summer but use them more in winter than casual riders\n## 5 - Less likely to take return trips\n## 6 - At 5%, annual members are less likely to drop their bike off where they got it from\n## 7 - They take half the time to use a bike when they drop a bike off in the same place they got it\n## 8 - More likely to rent a bike outside of the city center<\/code><\/pre>\n<\/div>\n<div id=\"top-three-recomendations\" class=\"section level2\">\n<h2>Top Three Recomendations<\/h2>\n<p>Moreno asked me about what the top three recommendations are from my\nanalysis. I would like to suggest this:<\/p>\n<ol style=\"list-style-type: decimal\">\n<li><p>Casual Riders are more likely to use the bikes during the summer,\nhowever we could convince them that it would be cheaper for them to get\nan annual membership since they use their bikes for at least double the\namount of time annual members do. Which means, they must be paying more\noverall.<\/p><\/li>\n<li><p>It surprised me that they are more likely to go on return trips.\nIf this is the case, then we can advertise that it would be cheaper for\nthem to do that with an annual membership rather paying for the\nride.<\/p><\/li>\n<li><p>They generally just move around the center of the city. Could it\nbe possible to change the annual membership types so you could have\nzones included? Say it could be cheaper to go around the center of the\ncity rather than outside the center.<\/p><\/li>\n<\/ol>\n<p>In this fictional world, I would have been talking with the analytics\nteam during analysis, phoning many industry experts to confirm whether\nmy assumptions are correct and get some other thoughts on what I could\nanalyse. I would make a report similar to this but more consise with\ncharts and simple data frames for Moreno to know what is going on. Then\nAfter some meeting with everyone in the analytics team and discussions\non how we will present. I will incorporate my presentation with the rest\nof the Analytics team presentations and I will stand in front of the\nexecutives to show why Moreno\u2019s plan will work backed up with a great\nstory, data and charts. I am good with the story telling, you could see\nthat in my novel <a href=\"https:\/\/starjump.nu\/\" class=\"uri\">https:\/\/starjump.nu\/<\/a> that is currently published online\nfor free.<\/p>\n<p>Thank you for reading and I hope you have enjoyed reading about my\nprocess as much as I have enjoyed doing it.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<script>\n\/\/ add bootstrap table styles to pandoc tables\nfunction bootstrapStylePandocTables() {\n $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed');\n}\n$(document).ready(function () {\n bootstrapStylePandocTables();\n});\n<\/script>\n\n<script>\n$(document).ready(function () {\n window.buildTabsets(\"TOC\");\n});\n$(document).ready(function () {\n $('.tabset-dropdown > .nav-tabs > li').click(function () {\n $(this).parent().toggleClass('nav-tabs-open');\n });\n});\n<\/script>\n\n\n<script>\n (function () {\n var script = document.createElement(\"script\");\n script.type = \"text\/javascript\";\n script.src = \"https:\/\/mathjax.rstudio.com\/latest\/MathJax.js?config=TeX-AMS-MML_HTMLorMML\";\n document.getElementsByTagName(\"head\")[0].appendChild(script);\n })();\n<\/script>\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>This case study was completed using the R programming language and finally wrapped into code chunks in this Markdown text. Markdown Markdown Christopher Davidson 2022-06-24 Annual Members vs Casual Members …<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"folder":[41],"class_list":["post-238","page","type-page","status-publish","hentry"],"jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/pages\/238","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/comments?post=238"}],"version-history":[{"count":9,"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/pages\/238\/revisions"}],"predecessor-version":[{"id":503,"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/pages\/238\/revisions\/503"}],"wp:attachment":[{"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/media?parent=238"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/christopherdavidson.eu\/index.php\/wp-json\/wp\/v2\/folder?post=238"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}