讓數(shù)據(jù)變?yōu)樨?cái)富

——商務(wù)智能平臺交流

目錄商務(wù)智能(BI)簡介介紹術(shù)語OLTP和OLAP的區(qū)別OLAP的整體框架數(shù)據(jù)倉庫的內(nèi)部結(jié)構(gòu)數(shù)據(jù)立方和數(shù)據(jù)倉庫的關(guān)系多維數(shù)據(jù)集組成數(shù)據(jù)倉庫的維度表在OLAP里的表現(xiàn)形式。查詢立方什么是商務(wù)智能(BI)?現(xiàn)代化的業(yè)務(wù)操作，通常會產(chǎn)生大量的數(shù)據(jù)，如何從如此繁多的業(yè)務(wù)數(shù)據(jù)中提取有用的信息，然后根據(jù)這些信息來采取明智的行動，這是決策者面臨的最大問題，這也就是商務(wù)智能解決的問題。什唱么霉是酸商坡務(wù)扭智罰能蔑(候B涼I攻)鉆?商攤業(yè)注智繼能歉能緣瑞夠縣輔狂助惡業(yè)悅務(wù)同經(jīng)咸營失決難策察，前既遇可純以購是蠟操葬作犁層訂的引，刃也襯可秋以串是狹戰(zhàn)念術(shù)倡層授和者戰(zhàn)乓略約層以的找決箭策床。商魔業(yè)球智搏能原是稅對來商碑業(yè)癥信私息墓的忌搜逮集凈、悔管公理浩和捎分辯析路過相程末，知目將的械是嚼使佛企剩業(yè)拐的虛各呢級鹿決宴策秒者單獲壤得只知態(tài)識甚或烤洞滔察擊力渴（i敗n歌s州i填g務(wù)h昨t）陳，吃促閉使被他廉們它做霸出輸對保企蘆業(yè)舌更掙有注利扎的汁決頃策看。理筑解汗商懶務(wù)晌智吵能目咱標(biāo)本：數(shù)害據(jù)衡信笛息轉(zhuǎn)演化泛為商文務(wù)皮價(jià)曉值方項(xiàng)法榮：猴轉(zhuǎn)寨儲腸、拳監(jiān)曬控浩、兄分史析訂和舊展儲現(xiàn)捷海滋量異數(shù)玻據(jù)過雷程系：知識決策價(jià)值數(shù)據(jù)信息分嘴析幻玉提啟煉指腰導(dǎo)創(chuàng)鼻造行動落酷實(shí)什黨么旺是右商具務(wù)約智啊能爛(奴B跳I紡)災(zāi)?商彩業(yè)屬智陽能禁的枝關(guān)秧鍵:是覽根股據(jù)雷企翅業(yè)糠發(fā)炎展脅需鄭要,建牢立庭業(yè)依務(wù)盞模范型,從誘許險(xiǎn)多亡來再自饑不零同互的勉企池業(yè)杠運(yùn)嘩作追系焰統(tǒng)塊的皮數(shù)霧據(jù)廳中置提梢取費(fèi)出川有荷用催的督數(shù)枯據(jù)貢并待進(jìn)瘦行清犯理，土以僑保購證葛數(shù)性據(jù)更的虹正鄙確穿性.然施后削對鞏數(shù)韻據(jù)翁經(jīng)遵過抽患取（E蠢x麥t善r邁a皇c賢t布i倡o益n）士、轉(zhuǎn)把換（T橫r貨a串n絡(luò)s題f給o恭r弱m較a烘t酬i榴o因n）怖和裝香載（L峽o豈a方d共i裝n浙g）譯，宜即E退T恒L過泄程呢，旺合專并舟到花一椅個(gè)婚企宜業(yè)眾級父的論數(shù)頂據(jù)響倉竟庫診里帳，支從秒而個(gè)得揮到配企堵業(yè)向數(shù)番據(jù)匯的鴿一錦個(gè)陣全混局篇視抄圖.在笛此傘基墊礎(chǔ)虹上困利久用愚合調(diào)適活的慶查袖詢縫和梳分娘析親工鑒具學(xué)、塑數(shù)占據(jù)宇挖西掘飾工銀具昨、聯(lián)哥機(jī)館分拌析棟處懂理螞（O信L擾A題P）工歡具萄等蠟對但其鐵進(jìn)炕行鴿分植析葛和贈處姐理宣（元這趙時(shí)袍信用息薦變破為隸輔馬助明決也策配的奏知局識西）俘，期最遠(yuǎn)后明將蚊知末識齒呈礙現(xiàn)幟給歉管絲式理渴者嫂，處為鈔管各理必者扎的齡決峽策附過巨程午提鵲供鉗支天持需。B恒I算的劣基酒本紹框扶架什壓么瓣是樣商劫務(wù)蔑智認(rèn)能閥(繡B姿I經(jīng))殃?所瓣需符技勿術(shù):E揉T緒L數(shù)煩據(jù)士倉涉庫季、聯(lián)疑機(jī)俘分享析業(yè)處手理兔（O請L勿A分P）繪工蘭具數(shù)啊據(jù)識挖冷掘喬等蜻技街術(shù)鋸。商園務(wù)邁智邀能裁的杏實(shí)凡現(xiàn)臺涉腳及支到館軟沿件遺、董硬通件返、土咨和詢堤服腰務(wù)微及撲應(yīng)版用商后務(wù)段智嚇能洲發(fā)拐展糖歷齡程1鬼9妨6依4年慌，盤一言個(gè)終叫M漠i物c塌h勇a陸e末l冠S偷.丑S港c譜o機(jī)t雁t烘M屆o雁r還t久o咐n的愈研莖究妙員燃在四哈濟(jì)佛職商糟業(yè)掌學(xué)騾院眉提良出母了泥“愧決盜策忘支虧持碰系賠統(tǒng)匹”站的漁想鞭法涼，輔這扔便慈是B雄I商奔務(wù)伍智抖能縣萌云芽腳。2樹0世戚紀(jì)7扎0年姓代岡之幟后綠，小當(dāng)用企謹(jǐn)業(yè)怒建彎立輪了凳大昆量待的I蕉T系筐統(tǒng)大，即信蟲息葉已幸經(jīng)適不沿再撓缺疼乏蘿而漠是肆泛旦濫渴，孩而喚企嚼業(yè)磨國抖際津化晨、箏消施費(fèi)閣者帖需童求攀的霸多票樣?；瘖A與熟苛舍刻崇、巴競償爭閘對虎手猜數(shù)濤量儲的蒙增疾加萍和頁競改爭政層臺次帽的買提貝高扮，被無播不尼要興求聯(lián)企健業(yè)第更貸加修關(guān)泡注斷對令企姻業(yè)豪內(nèi)顯部垂知葬識曾、紀(jì)外料部吧信趕息敏的窗提交煉痛和兔洞書察魚，蜂以陽保貸證貿(mào)企磁業(yè)遲決駐策哭的雹快蜜速惹與戀準(zhǔn)更確竹。8聞0年柜代威，找“權(quán)商胞業(yè)脾智死能增”錫的貪標(biāo)興準(zhǔn)菌是畫能書容蛙易牌地梅獲蛇得平想詢要衡的惑數(shù)箱據(jù)謙和街信啄息桑。9遺0年表代塘是食商金業(yè)裳智器能退真圈正鮮起咱步請的極階微段校。商籮務(wù)酸智姻能玻發(fā)賣展當(dāng)律前性，片商沈務(wù)懸智牛能洗（B箱I）壘市語場夾正毯處揚(yáng)于漲一斗個(gè)萄重搞要蛛的殼轉(zhuǎn)御型負(fù)期進(jìn)尋入盒二沈十螞一辮世毀紀(jì)劣，依“蛛應(yīng)臥用雷”范成票為巷關(guān)除鍵秘詞茶之匪一超，師商嶺務(wù)箭智話能蒜的庭深乎入消應(yīng)付用太也甜成覺為高業(yè)冊界掘關(guān)匹注外的辭焦享點(diǎn)2傾0模0竊3年紹起獅，斯商泊務(wù)走智壤能山領(lǐng)柳域映掀淋起透并笨購窯熱幫潮B飯I徐受酒市避場條關(guān)哥注矮的賊原累因如橫何任利狂用油大在量蛙數(shù)捎據(jù)銀進(jìn)劇行蹦決勻策罵：E叫R多P埋/電S奔C盛M臘/才C閉R寄M等殘產(chǎn)蹈生祝大松量昏地斗數(shù)炎據(jù)侵，鋼刺速激焦了B得I投路資銀，療其袖目悲的聾應(yīng)炕用癥數(shù)達(dá)據(jù)析進(jìn)設(shè)行陷決嫌策績翁效墻管稻理唇成偶為B喝I市屢場址增鉗長趨重杯要孕因發(fā)素深：偏績膏效夕管麥理艷是繩驅(qū)撐動遭商閣業(yè)讓智陽能憶市每場惰增繭長扯的連重洽要拾因跳素呢之戲一枯，靠絕孕大啦多撲數(shù)梁公避司橫希民望舅在畝該坐領(lǐng)價(jià)域遍做欠出鬼成屢績?nèi)占鏋a嚴(yán)辮格燭的流行族業(yè)朋規(guī)嶼范寬要州求通：苦例偉如材薩悲班召斯-奧范克遵斯知利(呢S收a漫r覽b名a凡n挺e飾s勵-厘O栽x挖l泰e憂y璃)法氏等芬法幕案前的掛頒鍛布怠，俯也虛推綿動閥了B爐I工楚具惰的喚接簡受菌和磁認(rèn)陣同商胞務(wù)斷智攜能己的敗熱帽點(diǎn)喪應(yīng)賴用財(cái)杜務(wù)績曉效躍評帖估盈央利具分戶析預(yù)吳算風(fēng)艘險(xiǎn)越控拔制欺乏詐艘識勾別市魄場客面戶撲關(guān)象系強(qiáng)管位理市卡場貫促陶銷市烤場慌細(xì)貓分品好牌匙管個(gè)理客帥戶狠忠價(jià)誠拔度謠分鼓析客您戶值流金失絲式分茫析產(chǎn)咽品拾及騎服抗務(wù)籃目沫錄卻管耳理銷食售銷答售水分凳析客疫戶貸管種理銷幕售辛漏歌斗任管帝理需肢求原預(yù)充測關(guān)嚼聯(lián)重銷乒售趴分存析W拍e絮b點(diǎn)歷擊秩流喜和古銷廈售途分狂析運(yùn)摘營供腫應(yīng)艇鏈裳優(yōu)芽化I既T運(yùn)枕營好優(yōu)岔化分循銷土商壞評時(shí)估質(zhì)咸量員控滑制內(nèi)忙部姻管杯理炕流啟程表優(yōu)彼化B虎I國塑內(nèi)惡應(yīng)策用l企匙業(yè)黑信都息日化距整摟體被上澡處稅理字基控礎(chǔ)形建蠻設(shè)掃階衫段數(shù)宰據(jù)屑整控合優(yōu)，酬規(guī)違劃滅基懸礎(chǔ)拉體遭系進(jìn)架述構(gòu)用，帆實(shí)透施急基憲礎(chǔ)眉應(yīng)閣用l多貼數(shù)六企怒業(yè)B古I應(yīng)喚用荷處打于爹較便低夠的敢層批次報(bào)斜表餓查蚊詢+初老步蠻分艦析l金廁融炎、皇電盛信瞞、保保來險(xiǎn)族等徒企余業(yè)狗起塊步充早栗些B夸I應(yīng)脈用伍的峰大居好逮時(shí)之期標(biāo)正仍在來到蒸來B扮I蒸主餃要鄙用摸途B核I具戶有員三記方瞎面替的先主架要鴨用翁途什：對捏組估織耐的廟財(cái)私務(wù)規(guī)和血運(yùn)谷營小健鎖康希狀替況數(shù)進(jìn)嗽行監(jiān)獎視。報(bào)防告耳、迷分碰析場工叢具隸、狹關(guān)殼鍵獲性卻能勺指忍標(biāo)面（K及P賊I）輸和般儀歲表移板規(guī)償范組瞞織戶的租運(yùn)軌營從孫數(shù)鐵據(jù)難中維挖燒掘恨出辣新竊的嗽信末息同橋運(yùn)壟營值系倍統(tǒng)廈、姻信維息唉反渠饋厲系奴統(tǒng)吸的緣瑞雙鼓向法集深成B弊I灰對勉現(xiàn)谷有釀系紹統(tǒng)陵的揉整貼合基鍛于欣現(xiàn)肢有系業(yè)驅(qū)務(wù)拖系炭統(tǒng)市和殖歷擾史線數(shù)舒據(jù)通珍過單對弱數(shù)疲據(jù)叨的檔充微分濟(jì)運(yùn)伐用垂提棟升才現(xiàn)竹有畝系色統(tǒng)艷價(jià)遭值可濫以姑同延時(shí)敗支饒持粘多騙種直不沃同饞的容數(shù)短據(jù)獻(xiàn)庫胸平吉臺面據(jù)向說數(shù)混據(jù)卷分蛇析莫而束非旦過退程順跟竟蹤可蜘以販基厚于擺實(shí)軋時(shí)各數(shù)論據(jù)終也立可惡以失基餅于胸非沃實(shí)劣時(shí)膛數(shù)蜂據(jù)商嫌務(wù)灑智聾能霸系挪統(tǒng)醫(yī)如鄉(xiāng)豐何妻輔川助宣決撒策通政過剛數(shù)贊據(jù)始的嗓整殲合拒提玻供摸更愿加紗全揮面鋤的私信宜息通陽過互預(yù)邊先扔計(jì)襪算袖提紛供放更絨快紛捷藝的秤速招度通索過轉(zhuǎn)O桑L坑A咐P穴技維術(shù)陣可草以兵非陜常括靈爸活坊的認(rèn)以庸多胡種漁形罩式搶展軍現(xiàn)昏數(shù)告據(jù)黎，倉以漁使魄管搏理拜者鋪發(fā)山現(xiàn)部問描題通斯過做數(shù)趁據(jù)舌挖墻掘刮模忌型趨（事以竄歷膝史梯數(shù)月?lián)虨樗]基趨礎(chǔ)開）扯預(yù)堅(jiān)測旨商裹務(wù)劍的宗未熔來偉走捏勢質(zhì)，輛為澤管撕理字者閉提牧供昆決狼策愉支必持商察務(wù)撇智在能源應(yīng)凈用巡壽的掠范座圍不錘局顏限螞于訪某旺一克個(gè)湖行灰業(yè)堅(jiān)或雜局曬限寬于蘭具尺體參的蓬業(yè)聾務(wù)面鏡向魂的俊是勉數(shù)車據(jù)騎，照不冰是胡過握程使惹用知通奪用遇的耀分峽析扶方鞭法蔽和走模糾型不莫局栗限舊于悼特骨定熔的相使崗用郊人I婚n預(yù)f娛o薯r呼m衛(wèi)a貪t隆i喜o否n義w脂o炎r惰k砌e臟r、K鐵n坊o療w塵l包e跪d逝g淺e蜻W特o暑r問k點(diǎn)e魄r領(lǐng)眨導(dǎo)聲層睛和地決排策甩層任集何鮮其余他熱需素要楊使哀用腳數(shù)宰據(jù)巖和昆報(bào)池表格的羊人受間行嗽業(yè)栗發(fā)鏟展悟冷群熱糠的易影郊響王不減大I英T行陳業(yè)伯發(fā)侵展穴的快時(shí)儀候笛需昌要窯商揮務(wù)棗智穗能I姥T行范業(yè)漁冬痕天加的德時(shí)屈候戀仍福然跡需趴要腦商影務(wù)偶智棉能市荷場傾份快額惕主蒼要怎由爽國低際B奔I廠貫商攔占代領(lǐng)為飲什殃么嶼我木們壘需叮要艙商爐務(wù)絲式智韻能柄？我酬們瞧在蛙未誼來花的狀三負(fù)年勇中龜將重會拐制下造稍出糊比政過暫去賞三膨十精萬付年疤更淚多趙的滾數(shù)民據(jù)圾資績料睬！菜！棟?。撸s－孤－扶－藝－昨加栽州婆大猾學(xué)伯信饒息織管促理擦學(xué)戶院<揀<商勿業(yè)截周劍刊>壞>統(tǒng)豬計(jì),逗5夕4橋%的華人繞認(rèn)浙為份很交難樣找術(shù)到舞他驢們橫想平得塔到位的漁信咽息.4悟3期%的果人趕認(rèn)返為餅不追知訴道花這物些補(bǔ)內(nèi)喝部遇的啊信旋息條是禍否社正玻確.7底7田%的窗人哄認(rèn)桃為他由肌于趙信惰息蓬的既缺緊乏,很資多繩決駁定甚是初不遵正笛確韻的.6梁1市%的勒人往認(rèn)災(zāi)為5姿0愛%的定決瓣定召是譯拍漫腦坊袋債來亭的.為穿什械么余我瓣們更需出要疼商固務(wù)鼻智郊能領(lǐng)？在裳過豪去悄的桌幾巷十垮年和里運(yùn)，閉各疾種俊機(jī)笑構(gòu)粗已嫂經(jīng)罰花嫁費(fèi)皺了演大釋量淘的列財(cái)師力瀉和昆資劇源渡去夠構(gòu)椒建協(xié)聯(lián)廣機(jī)是事破務(wù)恩處兩理賠系調(diào)統(tǒng)(蜘O畝L襯T償P僅)和熟資揮源葛計(jì)領(lǐng)劃燭系響統(tǒng)(倡E良R鴨P尤)等靈各元種劇系通統(tǒng).不意斷仍累跪計(jì)配的貓信語息歉和柳存娃儲遼在數(shù)弟據(jù)覆倉歌庫中邊的蛇數(shù)窮據(jù)過達(dá)旋到押了錯(cuò)令揮人勉驚亂訝肉的赤規(guī)紀(jì)模弊。當(dāng)授這此些峰系茂統(tǒng)遼極光大腦地瓦改喚善管了鐵信夸息散的梨自憐動蹦處矩理哄能岔力膜時(shí)從，蘇也屑造燃就謠了恐很償多陣“圣信罷息著孤亭島句”(化i娘n嘉f基o令r割m任a蒙t測i喂o宗n鐘s刺i財(cái)l碼o倉s額)剃-打-表-班-艘-佛-大凈量在只揀有連很北有治限膨的錦獲隊(duì)取繭和辭分焰析伸能瞞力妨的瀉數(shù)季據(jù)漂。談一矩項(xiàng)I魄B菠M的洋調(diào)句查掩表紋明珍，幻玉大嗓部火分區(qū)機(jī)蚊構(gòu)鎖只盆利絮用為了敘其坡存兼儲準(zhǔn)信輔息瀉的2榨%號-唐-條4欣%。北薄京昆市該管貪委I穩(wěn)T狀預(yù)況應(yīng)桶急答事折件脹處耗理窄數(shù)體據(jù)基難礎(chǔ)曠地夫理皺信肝息敢數(shù)再據(jù)視冠頻首監(jiān)義控瓣數(shù)線據(jù)城膠管香通叉平捉臺耐數(shù)勿據(jù)井漿蓋敏數(shù)件據(jù)市類政霉設(shè)屋施趟數(shù)俗據(jù)環(huán)爆衛(wèi)攪信墓息眠數(shù)旺據(jù)戶羽外揚(yáng)廣陳告藏?cái)?shù)就據(jù)……視頻監(jiān)控?cái)?shù)據(jù)應(yīng)急事件處理數(shù)據(jù)基礎(chǔ)地理信息數(shù)據(jù)城管通平臺數(shù)據(jù)環(huán)衛(wèi)信息數(shù)據(jù)戶外廣告數(shù)據(jù)市政設(shè)施數(shù)據(jù)井蓋數(shù)據(jù)?為劉什誓么昆我胞們滿需挪要蝴商哨務(wù)耕智汽能噴？傳焦統(tǒng)耳的他方漿案皇不燥能贈提雄供貨一拾個(gè)刃經(jīng)光過換整趟合汽的仁，痛功器能亮強(qiáng)授大四的拼分宇析取工呀具奪給德最動終限用染戶縮慧。溫特尾別千是此給蝦那顯些浙非診技姿術(shù)壓的括商歪業(yè)示用挑戶羞。吊由補(bǔ)于英下鏟圖費(fèi)中奏所乓示蔽的國兩憑個(gè)精主維要忽原垂因不，塘傳制統(tǒng)慨系促統(tǒng)并不窗能振滿鋤足鍋商頑務(wù)交層繼面躁的嬌分旅析鞠需芒要辭。難鑄以付獲呆得桿的繳信珍息未酬經(jīng)標(biāo)整慘合望的凡信畝息獲放得松性聞和叔整摟合嫌性掉的辜空籠缺傳嘆統(tǒng)螞分執(zhí)析秒系充統(tǒng)紛常末見繭問額題術(shù)振語譜介量紹數(shù)型據(jù)輸倉消庫襯：盾面眨向海主筐題升的收、滿集頂成尋的歐、癥與君時(shí)鞭間吊相星關(guān)俊且景不辣可濃修險(xiǎn)改退的貧數(shù)徑據(jù)搬集佛合互。維僅度里：縫維雀度暗是蒜分蒙析蓮中穗描蒸述黨性番的裂分錘類鍬，落通紫過沒它僑可兄以也將暑度衡量柔值塵分始離或出伴來某進(jìn)享行遍分濤析度祖量四：縫在殊多奔維躁數(shù)佳據(jù)您集著中組，砌度鋸量托值拍是司一印組莖值畏，并這魂些命值母基奇于拘多足維貿(mào)數(shù)鉤據(jù)彎集罵的抗事決實(shí)稿數(shù)扁據(jù)僵表凈中告的狗一榴列焰，穩(wěn)而載且前通叛常需為饑數(shù)泰字閘。這此云外皇，控度冒量染值嗎是暖所線分獸析哥的到多尊維狹數(shù)攜據(jù)盯集親的別中鬼心事值伏。裳即搬，常度宗量剖值每是判最搏終破用屆戶聲瀏域覽召多運(yùn)維秒數(shù)辨據(jù)測集野時(shí)姐重廢點(diǎn)仙查遵看狡的幅數(shù)載字土數(shù)視據(jù)銀。溝您上所懇選黨擇劫的里度昂量合值晶取刪決糞于冷最樓終開用憤戶頂所購請被求偶的忌信販息傭類穗型扁。東一蜜些古常震見妻的漠度屬量資值惰有s眨a命l襲e悲sc匠o桶s賽t、和p趟r直o壤d股u噴c慈t蜻i顆o部n灑c葉o抓u鼓n畫t等術(shù)千語獻(xiàn)介戶紹粒觀度貼：菌數(shù)正據(jù)篇匯待總序的筋層縫次暫或盜深膠度仗。聚證合賀：賀聚素合竭是竿預(yù)善先鳳計(jì)廚算懇好同的碌數(shù)鑼據(jù)免匯極總摩，堤由斃于約在躍問勵題裂提淚出揚(yáng)之口前閣已挺經(jīng)家準(zhǔn)擦備溉了輩答仔案禁，捆聚挑合卡可洞以鍵改侮進(jìn)悔查組詢航響午應(yīng)含時(shí)全間擇。切四片周：奶由拆一喜個(gè)丟維子的恐一凡個(gè)最成邀員予限版定梁的么分昨區(qū)錯(cuò)數(shù)劈燕據(jù)辱，捷稱叢為億一辨?zhèn)€鐘切響片偷。數(shù)艦據(jù)愉鉆勾取谷：棋最助終挪用椒戶仁從斤常擁規(guī)甲多你維愛數(shù)養(yǎng)據(jù)尿集這、壇虛檢擬占多照維新數(shù)女據(jù)俊集萍或拐鏈唱接托多數(shù)維弊數(shù)挎據(jù)株集原中礦選聲擇瘡單倦個(gè)父單勒元傳，骨并拍從院該屈單數(shù)元孕的浩源籍?dāng)?shù)歌據(jù)筋中商檢季索揪結(jié)寸果測集猜以番獲退得損更耐詳洞細(xì)擇的舅信幼息喚，商這鉤個(gè)遭操淺作口過繡程醫(yī)就姿是室數(shù)辱據(jù)勇鉆廁取顧。級盈別青：燃級魂別罵是枯維順度仇層礙次堂結(jié)渡構(gòu)想的吼一武個(gè)歐元停素凍。帽級裙別貴描憂述賴了臺數(shù)凈據(jù)侮的爐層缸次走結(jié)芹構(gòu)勁，奏從掠數(shù)潑據(jù)縮慧的朗最鄰高陣（激匯爹總么程皺度毒最絕大主）陰級維別告直融到像最千低齒（嗓最隆詳尺細(xì)革）蘿級如別橋。O冬L鍋T難P川與摔O讀L途A廈P復(fù)的極區(qū)陸別O徒L殊T魚P廳（盲O糾n舒-走L師i兼n黑e頑T飾r且a劃n袋s購a四c魔t杜i盡o鴿n伶P革r攤o匙c榆e把s題s殿i他n執(zhí)g接）流聯(lián)下機(jī)孫事寫務(wù)戒處慎理O濁L委A礎(chǔ)P更（基O惰n穴-蒙L似i片n技e傲A館n霉a裝l穗y云s證i援s戚P酸r毯o金c拐e踩s包s濕i兩n倘g好）響聯(lián)信機(jī)仿分步析彩處榆理O身L斬T謝P鮮與鎖O刻L腹A罵P代的旦區(qū)博別O睜L吸T究P系防統(tǒng)是的虎特貼征處激理航實(shí)露時(shí)跳業(yè)堂務(wù)包階含瓶了嗎為超數(shù)淋據(jù)慢錄檢入貍和缸編霸輯白進(jìn)胳行捆優(yōu)辨化熱的棍數(shù)迫據(jù)情結(jié)雁構(gòu)提況供終有蓋限稍的桃決川策熟支世持較能伙力O樂L蘇T應(yīng)P系麥統(tǒng)賢的匪例讀子訂算單元系晴統(tǒng)客盈戶唯服語務(wù)庫田存莫管框理財(cái)搶務(wù)O歸L籌T挪P掘與育O幕L議A仗P骨的鈴區(qū)止別O復(fù)L生T住P原妄始偏數(shù)歌據(jù)細(xì)蠅節(jié)含性矛數(shù)啞據(jù)當(dāng)才前劫值叛數(shù)缺據(jù)可移實(shí)梯時(shí)顛更船新一布次蝦處院理職的警數(shù)斧據(jù)窩量妨小面善向牙應(yīng)礦用,事煌務(wù)姻驅(qū)涂動業(yè)鑒務(wù)施操魯作飲人毀員支秀持婦日庭常婦操垃作簡指單祥的籌事歸務(wù)1筐0淹0耽M血B旬-麗G制BO白L憐A身P整帖理營后哥的近數(shù)鍵據(jù)綜隔合壇性侮和棄提吧煉瘦性公數(shù)兵據(jù)歷施史收數(shù)冤據(jù)周弓期筆性夜刷疼新煙更岸新一雖次疊處遣理西大仆量饅的披數(shù)之據(jù)面輸向鍋主榴題泊，誼分體析屈驅(qū)堆動決街策跨人贊員,高銜級委管娘理粱人蘋員分猴析販決岔策復(fù)絞雜伍的體查菜詢1掠0葬0貪G源B跑-璃T亂B數(shù)杰據(jù)耳倉疲庫典的垂特餡征為扁商覽業(yè)析分達(dá)析睛過健程自展遍示溫?cái)?shù)袋據(jù)提盞供督一盲致迅的子歷砍史吳數(shù)揪據(jù)波存給儲把擔(dān)數(shù)貿(mào)據(jù)子儲望存揚(yáng)為漲抽苦取喇和移查努詢悼而替優(yōu)煙化傍的秀結(jié)賽構(gòu)整日合溝異灘構(gòu)設(shè)的赴數(shù)瓜據(jù)統(tǒng)的一沈有膊效獸的計(jì)數(shù)叨據(jù)張?jiān)窗杨D數(shù)顧據(jù)珍整熔理刷為親穩(wěn)醒定色、旅面季向牽主員題悶的他結(jié)緩構(gòu)數(shù)沒據(jù)演倉叔庫胖系塊統(tǒng)田的碧創(chuàng)燙建數(shù)據(jù)倉庫終端用戶原始業(yè)務(wù)數(shù)據(jù)數(shù)據(jù)集結(jié)區(qū)

數(shù)據(jù)的提取，轉(zhuǎn)換，加載（ETL）了喚解續(xù)數(shù)銳據(jù)滿倉棕庫數(shù)幻玉據(jù)饒倉你庫終香端也用罩戶數(shù)鉛據(jù)毒集椒市O禿L猛A分P數(shù)淹據(jù)籍倉燭庫維刻度賣表維李度卷是拳分遵析泳中個(gè)描堅(jiān)述廚性同的跟分棟類磨，腥通貫過各它基可那以利將遙度剪量功值機(jī)分酬離吸出光來茅進(jìn)睜行纖分懸析番。主閘鍵主推鍵唯患一指性關(guān)塌聯(lián)竿事球?qū)嵃Ρ砉c斗維嫩度懂表兩堡個(gè)吼選膽擇應(yīng)夫用咳主悟鍵(唯a膚p痰p勾s壺u動f煤f董i岡x罵)：撫原鋤業(yè)糧務(wù)爛系約統(tǒng)浸的跌主截鍵代臭理騾鍵(裳k狼e通y暖s刮u紋f才f嗚i羨x禽)數(shù)株據(jù)頁倉蛾庫票系痛統(tǒng)傾產(chǎn)選生莖的揮數(shù)遮字舉鍵product_id_appproduct_dim_key在勸維購度月中朝分革不仿同亮的困層萌次定救義漢層健次渣結(jié)貍構(gòu)嫂的咳好叨處允鐵許冰用喬戶挪從粘不識同銅的違層柱次律展劑示謠數(shù)料據(jù)在筒分屋析結(jié)中白采籮用背不股同遙的姨路博徑跪進(jìn)光行旅鉆掌取舉夫例晉：診日付期伯分慚為詠，慢年蹲－裙半項(xiàng)年冒－落季庭度汁－竊月石－糠日綱期星器型王模板型Employee_DimEmployeeKeyEmployeeID...Time_DimTimeKeyTheDate...Product_DimProductKeyProductID...Customer_DimCustomerKeyCustomerID...Shipper_DimShipperKeyShipperID...Sales_FactTimeKeyEmployeeKeyProductKeyCustomerKeyShipperKeySalesAmountUnitSales...雪裂花輪模格型在致多紗維博表廉中催定釘義滋層她次節(jié)把省掏存抖儲狀空脂間存達(dá)取晌效岔率差較項(xiàng)低事鳥實(shí)惡表并的饒組偵成維復(fù)度套表c顏u宇s洗t欲o惑m扒e飄r默_桂d顯i潤m2罰0派1A儀L禽F曾IA滑l期f怕r莖e行d裙sp執(zhí)r掃o害d溉u排c診t毀_陡d扶i琴m2叉51訴2跡3C彼h短a燥i事目實(shí)熱表c呈u揭s質(zhì)t陶o現(xiàn)m違e卸r悉_壺k足e跪yp雨r碼o衣d寶u桿c彼t范_洽k武e野yt望i躬m勝e擾_室k亞e叨yq肺u西a螞n透t獵i炮t煤y虧_伍s撥a杏l甜e猾sa傭m象o廚u席n釣t低_個(gè)s散a掩l競e亞s外物鍵2薪0鞠12壓51獻(xiàn)3配44財(cái)0姐01市0革,疫7第8易9事場實(shí)泰表智中櫻的趁粒愁度蜓就念是刻維羨度陳表帽與禮事榨實(shí)朋表簽中脖相您關(guān)犬聯(lián)冒的知最口小同級李別瘡的威數(shù)鞠據(jù)1341/1/2000

time_dim度量值事純實(shí)濾表庫境存梅數(shù),入宴庫便數(shù)燃，姥出房誠庫彼數(shù)產(chǎn)捉品鈔的植銷鏡售知數(shù)悟量,成伶本,銷錢售嫁額照，吉訂識單溉數(shù)度幅量與值如：妨業(yè)盆務(wù)蒼數(shù)袖據(jù)外煮鍵t復(fù)i汁m的e玩_此d紗i嫁m擁