作者针对ServerTools的数据加载进行了全方位的分析,何为数据分析?
数据分析是指用适当的统计分析方法对收集来的大量数据进行分析,将它们加以汇总和理解并消化,以求相对完整地开发数据的功能,发挥数据的作用。数据分析是为了提取有用信息和形成结论而对数据加以详细研究和概括总结的过程。
数据分析的数学基础在20世纪早期就已确立,但直到计算机的出现才使得实际操作成为可能,并使得数据分析得以推广。数据分析是数学与计算机科学相结合的产物。
数据分析的目的是把隐藏在一大批看来杂乱无章的数据中的信息集中和提炼出来,从而找出所研究对象的内在规律。在实际应用中,数据分析可帮助人们做出判断,以便采取适当行动。数据分析是有组织有目的地收集数据、分析数据,使之成为信息的过程。这一过程是质量管理体系的支持过程。在产品的整个寿命周期,包括从市场调研到售后服务和最终处置的各个过程都需要适当运用数据分析过程,以提升有效性。例如设计人员在开始一个新的设计以前,要通过广泛的设计调查,分析所得数据以判定设计方向,因此数据分析在工业设计中具有极其重要的地位。
分析的二进制数据记录如下:
【1】分析数据1:分割线4.6分割线结束
【2】分析数据2:分割线y1133y23a921X10c3w3r0q2c180l1d1H3p2XX3vUs42Y02U21110T103cXKV1K4r332X0W分割线结束
【3】分析数据3:分割线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1BF67D40C8DA78E35982D0215E4430130A8FDE0540BAF0E229490C05A4557A5CABB39630804C7E5F09F9930D23C76AB5B76CEFBB5BBEE3D9C5F0ECE1CDE036EB6DDFD9782DF64F9D1616A60DC02157407A8ABA283D6734A6B845185582AE9C55CD0A1741CF8E0FDC62F2496C1A5B1CE871445CEF3DA328032618140A8FA9915B5299BBE5709D5310A1E5C061A276BEA045F307F444451105D810E06A6430B9ED9CFBFEB76D917B0A8CA04E9C68E8CE95CE54015B8B10E45C7A272894D8DB1685B0E7762E49BDD6FE99466A31D2BAC27EAD8DB5186F754E70056BFBBDBA62E3A7EE1F3C39067BA5BE958511BFD4B1ABCA4F1B7A34D35DD671DB407601B20B83D88A674DD4C59F0AA56361E15518723F9BF7D2E3F47F86CBA1D8FD1F0D8F10F880D53A91237D59BD0FF4D975B181F8AA758743AFEB0D0DFBFB95E728C981123BA28A274AE937D73FDFD12B7978F42D5E7179CA8A774A36A0FAC6C8BA2C76883FBB4EC0A1FAA68A718FD7047ACD4F5FD68DE752B4D440319E640B488B10F0806E41F3B79DCC1061DFBCE472C83A94AC4C7625935E209D69FC55938F78EE5257BA0FBF517ADAEE239A32EF28C0BD13E839B3B3AEBE4832E5C9A9F80CAE06D362E5E3CA581FB5BB08B6A12DABB76BCA8182A01AE7ED65EBC879544F0FAFBA7E594C3CFA5B944A9F116936AB4AA3D701BB040934A98C362B37443CF12D88CD08D350BC3C035B0005F509AA23E0EE6CA53C4EDA6898F46C7FEBC800BE4D33C8F2633F190560E994524E446F39026D35B257CC97727DC6EFCA87D4C184AF4E1EF5B22845988CA74435E2FD081DA495EC9B74732C73CE29904BA36365581AB430540C54A8CE91BC172757107EB97867018CCE5E282227D7DB9EA051592A4B42FD681A78BDB32FCEE283CCA34C2158F397CB4D7E32B273D4665480B66B3641392FC44D3F2006B08C746C3CCCD47D23C00C88E96B1583E93912893EE9351EDE9B79A7AA743EBF5B2B30C637512C2DCC12A72D57E02DB46BFA60D59317CF1E3ACCEFC26E3578FB05F71D33EC5553521E9BA889F04CA76A5051F62E13E7521214A8398A41CADCDB15DD7A3F8FFB0DC283A32859C118B6BD5D5D813E9063DEE70CE0CF3CE87DB767A2A0601FBCA9A4CC3DBB4596BF05557A239DE2AC60287B3EED217C2D9807D7C05CCEFDEBA38DC3C2F2220E19CA91F2269DA1B23147DE07887D88075B5CDEA9120F3C2907C85A5F919DCF1BD77EC6373E14322EAC9470E677C2D7EAB99A413173A406E609E4BF84FBA0FFD21B60778BFAE6DBAC641D6A9903E9F12DE5D1805279ACC7B392FF839378EFC5F0A56DBE62A331148145651CC7B9DD13123EF4DDC52EB48E3E5F184296554B004B3240B90CCC23B9BD4F98D90154BF3D63B27B65CB7752B1A2EF39464FF8E3BCC2F6DF3584237859332C2EB04AAE0DA57CD6A86CF675BC14450F0BB2CD444C744577D1CFCBC9A533BFAAADD1062B462D94BB7498EF8E6D9CDEDB0F834550DE19CA271B5D0EEDF88211A4D307723BA845614D999743C3185D129A0975A3F4553BAB3BE0B9FEE23C645AF3FF8A3043BB53FEF47C376476169A1D8A30ED0F21B570A6CE277A144A3312B05AEAAB269657B1CE3B1965D9E3479619D9C35A52B0D543475BB91610A9428FC5F96FBBBE696AA10065005C03003FFDF6D1505C03BF81C6749A6195D2AC303EFA2004DD0C89BE449F0970950D45CDDA6261CAC53D7025C95EFA376C397AE22BE3C50FAA09A5704F2908660F38DC118C42CBD897DFDE8A80EC694D66E02D4D0800A335B539FC0DAFEDCB9F883BBF24D60B07322A315AD50753A6D8FDCA819B47D82A24A1E7B6D57361774C3EFD1C0B3AAFD3F0E0F1D05EEE2DD83EE1F48147A4B59B5A15E73CAEC9A89DDF5EC8EBE5801D30DD01D9617EC234AABC2D63F802F26668A5E7A63E38BA9D11ECA34D5219C3EB700B8306557DE402C91F2514CA0A00B3515C61C58A99244FE7C7C7DD2D685EB6C6915E758F903D02184115E9B6A3DB426AA029F7A4241E338E511564066106C1A5B19FDDFA411E2ED44166F2ABC34BBEB27458C8E1A3686180AEE21CD33877CCD7B4CFE07D06B3B7B337EB6556CCFA7AD29AB1E341975990FDCA8CA5DB8E99DFF0AEBF6E810C64E7C543D4FCB8A71792887250EC9C4B0F87E4DF6F1B0C395386A3D0271A20BFC2D7774158A12626119CAF4D0550A3F21431917B7F857C932F6AFC9DE11168BB4AAA7854141BFE86CF4A22BEDF57BA8C1A0C6C69B8B1F8A91CCA9B0DDBF2231A7EA32C69DF5EA950936A465A96E88130E01A8254C0D53904A852AF9BDB4519A036EE747984EA8D9EF0C9A7ABE6F89915BADBD2CDF3F2A13A0356EB86002AE4BD74181678A5EF7A725C6FBA26CD8B1C0832E181886B3F668417AD9D9CE4C524074E9A6891A6FE2837CE7C1AFD1DAD2423BBF0A9BED54C37432D1320C0CD63AF49522422BCBBCA578C3F73134479457E75E246EFA1DDFA16F591A48CD4A8A564369DD2F4505873CDD522EC5989597FC5B6CCBAF6295706AFEDF64495971EFC81A449674EE444BED509F4BF3A93486703C2E73A0F77257660E1884F4532686750B086BCB61C447607ABCF1177BC0E763177A565F8C39FEEA7EAAB5F46ABB1E459488C960C4BE850A697FAFD9267C9C13C07B674E42CB93FB91D4D20B409BBE1164003E934FD1578E6A86C2ACF7DDBEA6AA2C78396B8A9A36AD767CE197B38370884DAD82DA994DD9E713B647B7202CC94061CB3EB74243CA373A958F3C435B141AD425F420C2A875F4D38E4CC294E5A4D6143814F35CA0AEFB611E80C4E9F40520851AECD3F1A129614D3251351C20767197C00634066B6494E1F4783A11EF71E382EEF170B0E043B667F9864CC856408457A38CCD8294D3BB74EE1A6A510FA561693FC18AEFD801F5EE7B201E36DD46EEC42888A887F773D92DC057D02A337DD3507BDEEB09011B6FF09B529F535411A285948AC29D8185694F574F3338A5C04C1A884CEA3AD7F594692BBEB02637E1962C92FEFE04EDA4D302BCA827E599B4C218802C96DD628FE6B014F4C30988C5BEB51AD5061AEAA6990898FB2449FDBC9F11AEC86B22D2E105009C849519008CB97174A9AEC84FEEBB66536C231F4F18BC646A503BE7CDA8FF51926761A228C31B5261E分割线结束
【4】分析数据4:分割线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分割线结束