six sigma assignment

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ProcessVariableAnalysis.docx

Team 2: Rayan Aljadani, Abdulelah Althaiban, Emily Cherko OSCM 6680:001

Thursday, February 13, 2020

Lean Six Sigma Project: Review of the Process Variables

Re-evaluation- Due Sunday, February 16

We would invest $10,000 in a new piece of equipment at the old facility in order to accurately control the bake time. We think this is important as every cookie tested was above the upper specification limit after approximately December 27, 2014. The company sales are reflexing this change in a decrease in sales. By investing the $10,000 the hope would be to see the increase of revenue that would ultimately be able to justify the cost of the new equipment.

Upon further evaluation of the data set, we noted that the number of complaints increased as the date range was further out, as well as sales steadily decreasing over the data date range.

By having the further data set of the process variables, we were able to focus on the large number of complaints within the old facility that were identified in the analysis of the raw data. We evaluated each process variable by facility (new and old) separately and created a scatter plot by date. The red lines in the below graphs are the upper standard limit and the lower standard limits. To view all graphs review the excel spread sheet. We found a large variation in bake time above the upper standard limit of 10.25 minutes at the old facility. See the below graph.

To analyze this data, we created a scatter plot comparing bake time and complaints. The scatter plot shows a positive relationship—as the bake time increased, the number of complaints increased. To analyze this data further a regression model was completed to evaluate if there was a correlation between bake time within the old facility and the number of complaints. The R Square was 0.8512, which indicates that this would be an appropriate model to evaluate the correlation between bake time and complaints. Also, the P-Value was 9.9E-109, which indicates that there is a statistical significance and correlation between these two variables.

Next, we wanted to see the correlation between sales and bake time. We created a scatter plot with a trend line, which showed a negative correlation trend—As sales decreased, bake time increased. To analyze if there is a true correlation between the two variables a regression model was created. The R Square was 0.53, which shows that 53% of the data fit the regression model. The P-value is also less than 0.05—9.9E-109, which shows a statistical significance between the two variables of sales and bake time.

Moving forward, I would review the process at the old facility for bake time. Looking at the new facility, they are maintaining their bake time with the lower and upper standard; therefore, I would review their process to see what would be needed to replicate that process at the old facility.

Old Facility: Sales and Bake Time

Sales 10.028619079277108 10.099397900467912 10.018878961666674 10.048544138291827 10.023935318624712 10.089487251959676 9.9128911915935802 10.04241382731117 10.106175759199379 10.088620406603017 9.9722122710017853 10.082132199398641 10.101937486167618 9.9801913289640503 10.039422635214002 9.9710937321035669 10.006607157993042 9.9764990065950965 9.8969135451112855 9.8736327085923428 9.8569626027501265 10.013948463136373 9.9700784377680236 10.07942805652257 9.9922650272663098 9.9172605056509866 9.9469601673265267 9.9993123050926727 10.067916164875397 9.938586196294521 9.9664180782060257 10.080536153492719 10.004655081911958 10.029840307986452 10.091556772359548 9.9114558280911691 9.9441159358569013 9.9780059030889383 10.103648736419084 10.034799260133669 10.010516235607186 9.9723462054492558 9.9637214628021056 9.9687183918230264 10.066660166810699 9.9804972336837761 10.060197208555818 9.9692220581749158 10.069179588097143 10.027514383573831 9.8945533870223645 10.058749146451913 10.126389647771186 9.9979976501713352 9.939539406038115 10.00796873641659 9.9524343741256072 10.004056089867507 9.9380066393654065 10.070676686797986 10.186148435244764 10.161516568821119 10.130695741976242 10.223788046659253 10.115509650186572 10.178137180977579 10.319833724826772 10.080107010620102 10.163413350512995 10.247709019117238 10.31781006145078 10.157101005280097 10.164966580231132 10.195297641843627 10.227916405767838 10.135919672488784 10.283474533126835 10.331981423808811 10.326307055095349 10.213944722538287 10.282483407377457 10.258821607313815 10.372851564637154 10.170115530826559 10.298764498097174 10.324455923201675 10.276764789419953 10.322402435408772 10.415221206734227 10.373290361121855 10.344558166776148 10.457983172699237 10.355618732829717 10.440050566316378 10.425963876374771 10.344505007167452 10.28547626502651 10.493881401463712 10.515063009320388 10.444743630394182 10.475573459734878 10.251231765641746 10.485520020672102 10.3892184218279 10.525125275609964 10.516181051941397 10.447453780619171 10.495570687688412 10.426571691594541 10.55923541808 10.473725744200552 10.59782206854123 10.530840696457243 10.690578720990121 10.600454557046472 10.528143690625775 10.626000399912586 10.445740294208125 10.556959649283158 10.63615988547353 10.71151188507057 10.626113804486321 10.600048575923186 10.606727080685298 10.5348746924716 10.670431590563059 10.598507510741497 10.599023243248038 10.794930547236712 10.749531190022259 10.685164270566482 10.714131373092046 10.654628462874017 10.688674968508185 10.713495163295358 10.43846065944734 10.711707007088336 10.590775945901223 10.687771746450618 10.669035182414158 10.547284887411902 10.625783255634053 10.627281287223571 10.567252251135464 10.615849002219631 10.735767620611794 10.581920661019925 10.572675091904467 10.531162036957102 10.643347706571907 10.560115171061133 10.508368225788454 10.640332845027396 10.562712626077804 10.561314928830091 10.714499721167451 10.492315549971224 10.569090621789256 10.580727131483956 10.585271750401553 10.675984489420282 10.685181528039989 10.549885762458802 10.605598204525972 10.581652130733799 10.586132604891111 10.585793183199616 10.569298658406273 10.571870147530925 10.607610453533479 10.54958516432108 10.657472274501043 10.623922145771884 10.534680181338308 10.507471246757815 10.622274827502995 10.565595298625608 10.72166985096027 10.446208625467627 10.540306926540792 10.665813338436205 10.594202910445388 10.637816841526906 10.494342324882606 10.617601339927791 10.662294530404973 10.557143586993025 10.514884783155736 10.704966121632348 10.674426637356976 10.434785197447738 10.584489620761689 10.45581830677191 10.713980490514906 10.59829585683593 10.593128586599615 10.601867042923098 10.553251058666893 10.540526487738942 10.562663370297409 10.558118652508902 10.6409590197994 10.634906956821267 10.657459476085156 10.648257937583043 10.577365509104382 10.553060288455814 10.767459717865012 10.580000090889465 10.624474437390882 10.433644447942362 10.609443705804329 10.530595511010382 10.585116170704087 10.653273591564622 10.546766458596698 10.488016844675128 10.619644950310043 10.725465332398135 10.546290647407769 10.672950252222551 10.631524589838381 10.614243220611822 10.514119906763103 10.566477266113951 10.575774968282859 10.621254453304211 10.603527094034613 10.496476054537482 10.549034520330025 10.534823449597225 10.631175509203985 10.752310508713572 10.716494266465048 10.633880277392416 10.751230198413246 10.644048196151441 10.742709291288893 10.60947491821423 10.62598882018748 10.713889219090619 10.581008731283093 10.635052310935523 10.70598563104191 10.584643982510773 10.621588920988327 10.570875485636881 10.636760377377302 10.663941855568799 10.48915009769787 10.554453330992493 10.651114153699979 10.486754495999724 10.666241764619713 10.631605778915436 10.641137157029501 10.646240804998813 10.638228242569992 10.646615758490711 10.709487013365715 30952.731711322765 30922.857563973248 30875.831509306649 30931.14283855075 30883.680156709215 30925.734483344819 30900.824611930817 30888.752473649118 30886.752089107835 30905.927996912367 30930.045590508227 30948.144563211961 30932.713125707502 30899.761559134793 30936.291458920499 30968.82008219065 30931.369800270997 30851.52774663431 30907.582715640427 30919.921317327422 30930.913653414398 30895.185767295159 30939.329327587264 30873.893573047877 30920.864458198968 30871.546454481031 30933.398606234252 30898.469116140201 30891.999203750333 30915.599912235615 30931.84745620481 30904.161662173588 30933.709053482729 30922.224309763875 30922.1878514372 30915.608081166152 30885.624841859721 30936.38287000882 30891.982783956671 30932.735532502644 30899.136274746441 30847.577232736912 30916.265193941603 30964.121279875912 30868.667537918765 30894.299097975108 30891.319133795554 30907.885626177951 30980.252453639074 30898.073663921597 30909.653875351585 30896.334785811137 30848.868770956175 30928.035754241249 30926.821932130086 30876.802839350967 30953.951871200854 30929.490315752366 30914.236753554072 30796.93439408789 30874.758204796428 30839.217190283554 30797.14610041778 30816.40548047097 30845.992051816283 30815.388347914228 30882.473245771707 30785.974855542481 30800.690832282889 30829.399955302411 30839.134026699227 30861.459690333937 30832.306869509866 30833.308962497646 30845.763816312407 30797.867670538326 30856.588715244623 30901.969837355398 30876.349218152485 30851.944585783072 30811.331068913594 30833.952657365651 30863.789602212197 30784.15398375933 30806.280846062109 30882.576713708921 30806.241216854633 30807.333217907253 30807.056374960583 30757.431654327364 30801.382646613405 30804.003763242887 30800.736524584332 30798.173397452891 30797.690751314407 30889.411218997444 30784.495791682872 30839.847754465874 30796.167858954741 30774.704318316752 30837.433619460255 30792.659759918392 30829.096308503817 30804.005190210413 30846.184551203409 30868.23402792004 30823.023290181845 30772.160347885627 30810.299633724306 30814.707337189404 30796.757282206647 30840.91157992481 30825.552677482709 30750.450836007461 30886.636888729234 30812.983491899722 30811.74478074929 30813.203828229402 30854.54941948436 30807.249720444419 30805.701083990185 30865.480158290553 30830.872150891839 30861.747182664385 30763.138991645803 30844.059058236482 30781.246077201351 30808.445428955445 30811.114984890461 30779.138456135883 30791.675057948596 30833.89281027186 30818.681509288795 30789.455487338862 30812.344004105791 30800.036086473123 30815.780020813083 30820.141578515555 30810.699881345761 30774.685915897637 30781.93245831252 30799.972897448522 30803.399406373224 30786.256157701697 30804.547507429095 30816.141450711348 30754.69453520748 30877.348933677695 30795.596176605566 30786.341455683127 30742.503063372282 30769.238727219341 30783.915241420971 30801.032214872339 30806.972959299721 30799.062888612843 30836.40843770386 30780.857501607934 30786.073680505437 30856.482820050307 30804.046712213665 30839.442608842968 30785.024724288778 30750.184389178288 30798.037450549062 30743.21001587412 30743.339917358739 30762.467963728868 30857.263748681529 30824.267758296741 30818.125922367646 30850.298439068829 30787.83418855377 30830.371022149135 30757.123973751106 30820.258936342769 30750.396492353713 30762.499817913358 30788.532343019564 30810.607723666744 30762.926944778388 30892.01483483789 30858.188301184833 30777.056157877596 30771.421124614229 30797.860154707803 30757.804875804944 30816.337155713132 30822.358837182655 30813.044277926983 30818.288343807966 30812.461051799539 30799.170161754555 30819.104352025959 30781.896945644468 30817.378304954073 30755.428738071125 30797.393580612155 30776.737788330753 30802.7699251388 30782.430183937577 30756.104358017517 30829.655212215464 30808.883785988157 30733.594380962972 30801.238635238067 30820.872170104951 30839.928950043013 30764.192159377453 30782.761920800112 30847.49615694804 30820.622734185126 30796.168287345026 30769.913831102291 30783.649064054942 30798.992878350778 30769.210225910185 30791.013828455201 30750.82198229144 30724.317373095673 30782.194966393614 30830.217692305563 30759.964261062567 30714.353997172679 30864.165373068998 30749.682024514248 30751.057431924586 30851.318962937483 30869.782168749927 30780.486314919177 30792.841871360906 30814.081789360498 30799.342144102273 30824.125495630306 30884.86078484869 30799.174320231668 30762.979581906162 30802.327484586665 30873.603726939804 30820.359488935752 30770.203476333292 30789.130702033945 30793.24912360145 30729.494384298825 30845.77053403408 30807.947402730744 30830.20764334979 30880.153138840891 30817.27634639453 30833.98142007272 30824.215864579743 30820.923535551428 30803.606213026393 30787.305477885351 30843.663065478355 30798.514857197595 30769.225326106665 30854.547847818772 30760.958238053427 30740.205588399393 8016145.0109153893 30831.32696505919

New Facility: Bake Time (Min) (T: 10.0 +/- 0.25)

Bake Time (Min) (T: 10.0 +/- 0.25) 41911 41911 41912 41912 41913 41913 41914 41914 41915 41915 41918 41918 41919 41919 41920 41920 41921 41921 41922 41922 41925 41925 41926 41926 41927 41927 41928 41928 41929 41929 41932 41932 41933 41933 41934 41934 41935 41935 41936 41936 41939 41939 41940 41940 41941 41941 41942 41942 41943 41943 41946 41946 41947 41947 41948 41948 41949 41949 41950 41950 41953 41953 41954 41954 41955 41955 41956 41956 41957 41957 41960 41960 41961 41961 41962 41962 41963 41963 41964 41964 41967 41967 41968 41968 41969 41969 41970 41970 41971 41971 41974 41974 41975 41975 41976 41976 41977 41977 41978 41978 41981 41981 41982 41982 41983 41983 41984 41984 41985 41985 41988 41988 41989 41989 41990 41990 41991 41991 41992 41992 41995 41995 41996 41996 41997 41997 41998 41998 41999 41999 42002 42002 42003 42003 42004 42004 42005 42005 42006 42006 42009 42009 42010 42010 42011 42011 42012 42012 42013 42013 42016 42016 42017 42017 42018 42018 42019 42019 42020 42020 42023 42023 42024 42024 42025 42025 42026 42026 42027 42027 42030 42030 42031 42031 42032 42032 42033 42033 42034 42034 42037 42037 42038 42038 42039 42039 42040 42040 42041 42041 42044 42044 42045 42045 42046 42046 42047 42047 42048 42048 42051 42051 42052 42052 42053 42053 42054 42054 42055 42055 42058 42058 42059 42059 42060 42060 42061 42061 42062 42062 42065 42065 42066 42066 42067 42067 42068 42068 42069 42069 42072 42072 42073 42073 42074 42074 42075 42075 42076 42076 42079 42079 42080 42080 42081 42081 42082 42082 42083 42083 42086 42086 42087 42087 42088 42088 42089 42089 42090 42090 10.083429709164536 9.935520776249291 9.9226365331580411 9.962303817365262 10.114307390737633 10.004269012968489 9.9696288260755157 9.9359852046404633 9.9787348481870168 9.9421660934597309 9.9374134625533852 9.9622204014448261 9.9804552089256138 9.9461851855403278 9.9569431524459659 9.843821473771488 10.000058925432203 9.9186465215532067 9.9967831659456081 9.9504171684091958 9.9584446406146387 10.115293950222169 9.8766703781176695 9.9885432706372637 10.016894243805455 9.8113387220276813 9.8756625898142314 10.082444118257706 9.9439286650561201 10.067261425861425 10.041388385893425 10.124256506754948 9.8735794868905256 10.028696967474721 9.9593429071977653 9.9945138273173058 10.010132748131293 10.116979036303105 9.9035486781548698 9.8843342764000184 10.069659013669019 10.072997050121634 9.8367628459095826 9.9156299411543873 9.9873150442635072 10.064288294983488 10.026074983421083 10.003552039655043 10.016066808330761 9.9888799905907444 10.028316427270845 10.113825817794547 9.9535899195199082 10.022922008521061 10.058798001753768 10.035203005853896 10.021958315424721 10.021095697961025 9.8972923963336648 10.046947379319198 9.9661332000086862 9.9306144888889243 10.04131585021209 10.095417531426834 10.013777459684627 10.103035081637007 9.9826360287090825 9.9124717772811373 10.000183236877813 9.8851703373771667 10.066110180003955 9.9897917318733906 9.8505866809035361 10.107464584072975 10.073974453153731 10.064529815041737 10.022536152673007 10.093914516686775 10.051241517096956 10.006996473585639 10.009825765178023 9.9157731792851003 10.051030490412156 9.9563553927876445 9.9678755372701335 10.03910493445694 10.106923057954994 10.099076053525351 10.072597889891401 9.9322230647743144 10.132173409009381 9.9141204469336479 10.091415391224377 9.9446757673433304 9.8996879418684198 9.9222792424269262 9.9639005331044821 9.9995751853246624 10.040408986546453 9.9175762876506184 9.9472734377434495 9.9494575797691311 10.055768054114168 10.15277802677884 10.075559236283 10.037930824602737 10.114882308952041 9.9833154322635735 10.0264334372884 10.064020538674777 9.9465278845336176 10.02938639704395 10.00568247476599 9.9453545670591943 10.06974338118642 10.151201368557597 10.074468266367395 9.8614758750874483 9.9714948051014343 9.9994346921344164 10.006639563742626 9.9665108175777597 9.9864666872087859 10.050117465115688 9.9949438381921674 10.094271365685019 9.8881743240944964 9.8612206266630658 10.097056827894376 9.8249321470720883 10.03121276553251 10.048317768898215 10.169220904220129 10.003018642114409 10.059679657846397 10.045319392720121 10.167679881926642 9.9277524542450326 10.039291824982751 10.053557889494135 9.9546261060670673 10.038481661033329 10.039499910745127 10.076847396242426 9.9151308016631976 9.8842353519628237 9.993079583347626 10.004044025881511 10.000811557569397 9.9786586514006519 10.230447501591573 10.004395275343226 10.051205580139833 9.9440451884195387 10.009466516718058 9.9197109961351284 10.130878206086647 9.9644751003530274 10.026478288202707 10.061400094334084 10.03377622037481 9.9379725853682608 9.9678693074548761 10.096716375102824 10.018401087184799 10.086475549958021 10.022235185954138 10.042443215259768 9.827894686937487 9.951849105965854 9.89843301260799 10.012384812199493 10.050906809947996 9.9856243417045629 9.952254127404526 9.9637459847951479 9.8883821635968516 9.8856262021921779 9.9591681231130771 10.149935884937708 9.9928178853619638 9.9746025398104887 10.069104552337455 10.054220542230571 10.003597939583463 9.9744850974542523 9.92726197128375 10.064248449578381 10.051552169180066 9.9789059137438496 9.9876137921998485 9.9343864030818612 10.041633086257873 9.9722917275846523 9.967376826626305 10.026309549253773 9.9231605363190223 9.8961337465650292 10.034741823396157 9.9681454013074458 9.9757856848090682 9.9729187007644615 9.9997943905679456 9.8952471535259843 10.029888999113457 9.9735920878050592 9.9805337405588812 10.077311903730696 10.026166619172802 10.076744362045506 10.036694388459447 10.002597897098564 9.897738382680803 10.078323265233063 9.9084211054988121 9.9815072611811537 9.9437450726904597 9.9933232061831418 9.9615071013422831 10.053855308026069 9.8883903577459815 10.006145118256359 9.9271666830110945 9.924293654108979 10.051637449201223 10.086127345464707 9.8496461756326514 10.073834452253488 9.888846990317143 9.9627922187639211 9.9725799859488333 9.989541547829603 9.91627633806233 9.9548693261363823 10.013667584439427 10.1414566333062 10.02464634920155 9.9148877752786255 9.954898793850079 10.040456285940545 9.9634648293476982 10.158226201069429 10.067928482999996 9.9430609239897372 9.9489675481791711 9.8688666649079266 10.002617290234026 9.9870482857410696 10.029227479152508 9.9227072521700013 9.9153792253815229 9.8832902056841956 9.9419922631638649 9.9585152660208234 10.051027259114241 10.020240105150053 9.9623756586541532 9.8706287489604314 9.9212469090249211 9.9807811568417701 41900 42100 9.75 9.75 41900 42100 10.25 10.25

Old Facility: Sales

Sales 41911 41911 41912 41912 41913 41913 41914 41914 41915 41915 41918 41918 41919 41919 41920 41920 41921 41921 41922 41922 41925 41925 41926 41926 41927 41927 41928 41928 41929 41929 41932 41932 41933 41933 41934 41934 41935 41935 41936 41936 41939 41939 41940 41940 41941 41941 41942 41942 41943 41943 41946 41946 41947 41947 41948 41948 41949 41949 41950 41950 41953 41953 41954 41954 41955 41955 41956 41956 41957 41957 41960 41960 41961 41961 41962 41962 41963 41963 41964 41964 41967 41967 41968 41968 41969 41969 41970 41970 41971 41971 41974 41974 41975 41975 41976 41976 41977 41977 41978 41978 41981 41981 41982 41982 41983 41983 41984 41984 41985 41985 41988 41988 41989 41989 41990 41990 41991 41991 41992 41992 41995 41995 41996 41996 41997 41997 41998 41998 41999 41999 42002 42002 42003 42003 42004 42004 42005 42005 42006 42006 42009 42009 42010 42010 42011 42011 42012 42012 42013 42013 42016 42016 42017 42017 42018 42018 42019 42019 42020 42020 42023 42023 42024 42024 42025 42025 42026 42026 42027 42027 42030 42030 42031 42031 42032 42032 42033 42033 42034 42034 42037 42037 42038 42038 42039 42039 42040 42040 42041 42041 42044 42044 42045 42045 42046 42046 42047 42047 42048 42048 42051 42051 42052 42052 42053 42053 42054 42054 42055 42055 42058 42058 42059 42059 42060 42060 42061 42061 42062 42062 42065 42065 42066 42066 42067 42067 42068 42068 42069 42069 42072 42072 42073 42073 42074 42074 42075 42075 42076 42076 42079 42079 42080 42080 42081 42081 42082 42082 42083 42083 42086 42086 42087 42087 42088 42088 42089 42089 42090 42090 30952.731711322765 30922.857563973248 30875.831509306649 30931.14283855075 30883.680156709215 30925.734483344819 30900.824611930817 30888.752473649118 30886.752089107835 30905.927996912367 30930.045590508227 30948.144563211961 30932.713125707502 30899.761559134793 30936.291458920499 30968.82008219065 30931.369800270997 30851.52774663431 30907.582715640427 30919.921317327422 30930.913653414398 30895.185767295159 30939.329327587264 30873.893573047877 30920.864458198968 30871.546454481031 30933.398606234252 30898.469116140201 30891.999203750333 30915.599912235615 30931.84745620481 30904.161662173588 30933.709053482729 30922.224309763875 30922.1878514372 30915.608081166152 30885.624841859721 30936.38287000882 30891.982783956671 30932.735532502644 30899.136274746441 30847.577232736912 30916.265193941603 30964.121279875912 30868.667537918765 30894.299097975108 30891.319133795554 30907.885626177951 30980.252453639074 30898.073663921597 30909.653875351585 30896.334785811137 30848.868770956175 30928.035754241249 30926.821932130086 30876.802839350967 30953.951871200854 30929.490315752366 30914.236753554072 30796.93439408789 30874.758204796428 30839.217190283554 30797.14610041778 30816.40548047097 30845.992051816283 30815.388347914228 30882.473245771707 30785.974855542481 30800.690832282889 30829.399955302411 30839.134026699227 30861.459690333937 30832.306869509866 30833.308962497646 30845.763816312407 30797.867670538326 30856.588715244623 30901.969837355398 30876.349218152485 30851.944585783072 30811.331068913594 30833.952657365651 30863.789602212197 30784.15398375933 30806.280846062109 30882.576713708921 30806.241216854633 30807.333217907253 30807.056374960583 30757.431654327364 30801.382646613405 30804.003763242887 30800.736524584332 30798.173397452891 30797.690751314407 30889.411218997444 30784.495791682872 30839.847754465874 30796.167858954741 30774.704318316752 30837.433619460255 30792.659759918392 30829.096308503817 30804.005190210413 30846.184551203409 30868.23402792004 30823.023290181845 30772.160347885627 30810.299633724306 30814.707337189404 30796.757282206647 30840.91157992481 30825.552677482709 30750.450836007461 30886.636888729234 30812.983491899722 30811.74478074929 30813.203828229402 30854.54941948436 30807.249720444419 30805.701083990185 30865.480158290553 30830.872150891839 30861.747182664385 30763.138991645803 30844.059058236482 30781.246077201351 30808.445428955445 30811.114984890461 30779.138456135883 30791.675057948596 30833.89281027186 30818.681509288795 30789.455487338862 30812.344004105791 30800.036086473123 30815.780020813083 30820.141578515555 30810.699881345761 30774.685915897637 30781.93245831252 30799.972897448522 30803.399406373224 30786.256157701697 30804.547507429095 30816.141450711348 30754.69453520748 30877.348933677695 30795.596176605566 30786.341455683127 30742.503063372282 30769.238727219341 30783.915241420971 30801.032214872339 30806.972959299721 30799.062888612843 30836.40843770386 30780.857501607934 30786.073680505437 30856.482820050307 30804.046712213665 30839.442608842968 30785.024724288778 30750.184389178288 30798.037450549062 30743.21001587412 30743.339917358739 30762.467963728868 30857.263748681529 30824.267758296741 30818.125922367646 30850.298439068829 30787.83418855377 30830.371022149135 30757.123973751106 30820.258936342769 30750.396492353713 30762.499817913358 30788.532343019564 30810.607723666744 30762.926944778388 30892.01483483789 30858.188301184833 30777.056157877596 30771.421124614229 30797.860154707803 30757.804875804944 30816.337155713132 30822.358837182655 30813.044277926983 30818.288343807966 30812.461051799539 30799.170161754555 30819.104352025959 30781.896945644468 30817.378304954073 30755.428738071125 30797.393580612155 30776.737788330753 30802.7699251388 30782.430183937577 30756.104358017517 30829.655212215464 30808.883785988157 30733.594380962972 30801.238635238067 30820.872170104951 30839.928950043013 30764.192159377453 30782.761920800112 30847.49615694804 30820.622734185126 30796.168287345026 30769.913831102291 30783.649064054942 30798.992878350778 30769.210225910185 30791.013828455201 30750.82198229144 30724.317373095673 30782.194966393614 30830.217692305563 30759.964261062567 30714.353997172679 30864.165373068998 30749.682024514248 30751.057431924586 30851.318962937483 30869.782168749927 30780.486314919177 30792.841871360906 30814.081789360498 30799.342144102273 30824.125495630306 30884.86078484869 30799.174320231668 30762.979581906162 30802.327484586665 30873.603726939804 30820.359488935752 30770.203476333292 30789.130702033945 30793.24912360145 30729.494384298825 30845.77053403408 30807.947402730744 30830.20764334979 30880.153138840891 30817.27634639453 30833.98142007272 30824.215864579743 30820.923535551428 30803.606213026393 30787.305477885351 30843.663065478355 30798.514857197595 30769.225326106665 30854.547847818772 30760.958238053427 30740.205588399393 8016145.0109153893 30831.32696505919

Old Faility: Complaints

Complaints 41911 41911 41912 41912 41913 41913 41914 41914 41915 41915 41918 41918 41919 41919 41920 41920 41921 41921 41922 41922 41925 41925 41926 41926 41927 41927 41928 41928 41929 41929 41932 41932 41933 41933 41934 41934 41935 41935 41936 41936 41939 41939 41940 41940 41941 41941 41942 41942 41943 41943 41946 41946 41947 41947 41948 41948 41949 41949 41950 41950 41953 41953 41954 41954 41955 41955 41956 41956 41957 41957 41960 41960 41961 41961 41962 41962 41963 41963 41964 41964 41967 41967 41968 41968 41969 41969 41970 41970 41971 41971 41974 41974 41975 41975 41976 41976 41977 41977 41978 41978 41981 41981 41982 41982 41983 41983 41984 41984 41985 41985 41988 41988 41989 41989 41990 41990 41991 41991 41992 41992 41995 41995 41996 41996 41997 41997 41998 41998 41999 41999 42002 42002 42003 42003 42004 42004 42005 42005 42006 42006 42009 42009 42010 42010 42011 42011 42012 42012 42013 42013 42016 42016 42017 42017 42018 42018 42019 42019 42020 42020 42023 42023 42024 42024 42025 42025 42026 42026 42027 42027 42030 42030 42031 42031 42032 42032 42033 42033 42034 42034 42037 42037 42038 42038 42039 42039 42040 42040 42041 42041 42044 42044 42045 42045 42046 42046 42047 42047 42048 42048 42051 42051 42052 42052 42053 42053 42054 42054 42055 42055 42058 42058 42059 42059 42060 42060 42061 42061 42062 42062 42065 42065 42066 42066 42067 42067 42068 42068 42069 42069 42072 42072 42073 42073 42074 42074 42075 42075 42076 42076 42079 42079 42080 42080 42081 42081 42082 42082 42083 42083 42086 42086 42087 42087 42088 42088 42089 42089 42090 42090 24 22 27 27 17 22 23 26 29 19 30 18 24 30 24 22 24 23 27 27 25 23 20 24 29 17 22 29 22 23 25 20 22 21 21 22 23 16 24 20 22 28 30 26 23 26 23 29 24 25 26 26 21 25 26 20 24 17 21 39 33 34 39 38 35 40 36 35 41 40 42 33 31 37 38 41 43 36 40 38 39 42 36 40 37 39 38 45 39 43 38 42 42 36 46 44 43 43 46 42 46 47 42 46 42 48 47 50 48 43 45 40 43 48 47 47 50 53 41 47 45 48 49 50 48 50 50 49 52 51 50 46 53 53 57 50 52 54 57 50 49 53 53 53 53 54 51 56 49 57 51 50 47 54 45 52 55 53 49 49 52 54 53 57 52 59 57 52 46 54 54 59 56 52 52 52 52 59 47 53 51 54 60 49 50 55 53 55 53 52 53 53 51 55 50 58 53 52 60 50 53 54 51 55 50 57 54 58 50 61 52 59 50 51 55 55 54 57 55 53 52 53 50 56 58 55 48 55 51 54 53 50 51 52 53 55 51 55 52 49 50 58 55 52 56 54 51 56 57 54 53 53 57 57 52 48 54 58 56 56 11334 43.592307692307692

Old Facility: Bake Time (Min) (T: 10.0 +/- 0.25)

Bake Time (Min) (T: 10.0 +/- 0.25) 41911 41911 41912 41912 41913 41913 41914 41914 41915 41915 41918 41918 41919 41919 41920 41920 41921 41921 41922 41922 41925 41925 41926 41926 41927 41927 41928 41928 41929 41929 41932 41932 41933 41933 41934 41934 41935 41935 41936 41936 41939 41939 41940 41940 41941 41941 41942 41942 41943 41943 41946 41946 41947 41947 41948 41948 41949 41949 41950 41950 41953 41953 41954 41954 41955 41955 41956 41956 41957 41957 41960 41960 41961 41961 41962 41962 41963 41963 41964 41964 41967 41967 41968 41968 41969 41969 41970 41970 41971 41971 41974 41974 41975 41975 41976 41976 41977 41977 41978 41978 41981 41981 41982 41982 41983 41983 41984 41984 41985 41985 41988 41988 41989 41989 41990 41990 41991 41991 41992 41992 41995 41995 41996 41996 41997 41997 41998 41998 41999 41999 42002 42002 42003 42003 42004 42004 42005 42005 42006 42006 42009 42009 42010 42010 42011 42011 42012 42012 42013 42013 42016 42016 42017 42017 42018 42018 42019 42019 42020 42020 42023 42023 42024 42024 42025 42025 42026 42026 42027 42027 42030 42030 42031 42031 42032 42032 42033 42033 42034 42034 42037 42037 42038 42038 42039 42039 42040 42040 42041 42041 42044 42044 42045 42045 42046 42046 42047 42047 42048 42048 42051 42051 42052 42052 42053 42053 42054 42054 42055 42055 42058 42058 42059 42059 42060 42060 42061 42061 42062 42062 42065 42065 42066 42066 42067 42067 42068 42068 42069 42069 42072 42072 42073 42073 42074 42074 42075 42075 42076 42076 42079 42079 42080 42080 42081 42081 42082 42082 42083 42083 42086 42086 42087 42087 42088 42088 42089 42089 42090 42090 10.028619079277108 10.099397900467912 10.018878961666674 10.048544138291827 10.023935318624712 10.089487251959676 9.9128911915935802 10.04241382731117 10.106175759199379 10.088620406603017 9.9722122710017853 10.082132199398641 10.101937486167618 9.9801913289640503 10.039422635214002 9.9710937321035669 10.006607157993042 9.9764990065950965 9.8969135451112855 9.8736327085923428 9.8569626027501265 10.013948463136373 9.9700784377680236 10.07942805652257 9.9922650272663098 9.9172605056509866 9.9469601673265267 9.9993123050926727 10.067916164875397 9.938586196294521 9.9664180782060257 10.080536153492719 10.004655081911958 10.029840307986452 10.091556772359548 9.9114558280911691 9.9441159358569013 9.9780059030889383 10.103648736419084 10.034799260133669 10.010516235607186 9.9723462054492558 9.9637214628021056 9.9687183918230264 10.066660166810699 9.9804972336837761 10.060197208555818 9.9692220581749158 10.069179588097143 10.027514383573831 9.8945533870223645 10.058749146451913 10.126389647771186 9.9979976501713352 9.939539406038115 10.00796873641659 9.9524343741256072 10.004056089867507 9.9380066393654065 10.070676686797986 10.186148435244764 10.161516568821119 10.130695741976242 10.223788046659253 10.115509650186572 10.178137180977579 10.319833724826772 10.080107010620102 10.163413350512995 10.247709019117238 10.31781006145078 10.157101005280097 10.164966580231132 10.195297641843627 10.227916405767838 10.135919672488784 10.283474533126835 10.331981423808811 10.326307055095349 10.213944722538287 10.282483407377457 10.258821607313815 10.372851564637154 10.170115530826559 10.298764498097174 10.324455923201675 10.276764789419953 10.322402435408772 10.415221206734227 10.373290361121855 10.344558166776148 10.457983172699237 10.355618732829717 10.440050566316378 10.425963876374771 10.344505007167452 10.28547626502651 10.493881401463712 10.515063009320388 10.444743630394182 10.475573459734878 10.251231765641746 10.485520020672102 10.3892184218279 10.525125275609964 10.516181051941397 10.447453780619171 10.495570687688412 10.426571691594541 10.55923541808 10.473725744200552 10.59782206854123 10.530840696457243 10.690578720990121 10.600454557046472 10.528143690625775 10.626000399912586 10.445740294208125 10.556959649283158 10.63615988547353 10.71151188507057 10.626113804486321 10.600048575923186 10.606727080685298 10.5348746924716 10.670431590563059 10.598507510741497 10.599023243248038 10.794930547236712 10.749531190022259 10.685164270566482 10.714131373092046 10.654628462874017 10.688674968508185 10.713495163295358 10.43846065944734 10.711707007088336 10.590775945901223 10.687771746450618 10.669035182414158 10.547284887411902 10.625783255634053 10.627281287223571 10.567252251135464 10.615849002219631 10.735767620611794 10.581920661019925 10.572675091904467 10.531162036957102 10.643347706571907 10.560115171061133 10.508368225788454 10.640332845027396 10.562712626077804 10.561314928830091 10.714499721167451 10.492315549971224 10.569090621789256 10.580727131483956 10.585271750401553 10.675984489420282 10.685181528039989 10.549885762458802 10.605598204525972 10.581652130733799 10.586132604891111 10.585793183199616 10.569298658406273 10.571870147530925 10.607610453533479 10.54958516432108 10.657472274501043 10.623922145771884 10.534680181338308 10.507471246757815 10.622274827502995 10.565595298625608 10.72166985096027 10.446208625467627 10.540306926540792 10.665813338436205 10.594202910445388 10.637816841526906 10.494342324882606 10.617601339927791 10.662294530404973 10.557143586993025 10.514884783155736 10.704966121632348 10.674426637356976 10.434785197447738 10.584489620761689 10.45581830677191 10.713980490514906 10.59829585683593 10.593128586599615 10.601867042923098 10.553251058666893 10.540526487738942 10.562663370297409 10.558118652508902 10.6409590197994 10.634906956821267 10.657459476085156 10.648257937583043 10.577365509104382 10.553060288455814 10.767459717865012 10.580000090889465 10.624474437390882 10.433644447942362 10.609443705804329 10.530595511010382 10.585116170704087 10.653273591564622 10.546766458596698 10.488016844675128 10.619644950310043 10.725465332398135 10.546290647407769 10.672950252222551 10.631524589838381 10.614243220611822 10.514119906763103 10.566477266113951 10.575774968282859 10.621254453304211 10.603527094034613 10.496476054537482 10.549034520330025 10.534823449597225 10.631175509203985 10.752310508713572 10.716494266465048 10.633880277392416 10.751230198413246 10.644048196151441 10.742709291288893 10.60947491821423 10.62598882018748 10.713889219090619 10.581008731283093 10.635052310935523 10.70598563104191 10.584643982510773 10.621588920988327 10.570875485636881 10.636760377377302 10.663941855568799 10.48915009769787 10.554453330992493 10.651114153699979 10.486754495999724 10.666241764619713 10.631605778915436 10.641137157029501 10.646240804998813 10.638228242569992 10.646615758490711 10.709487013365715 Bake Time (Min) (T: 10.0 +/- 0.25) 41926 0 41900 42100 9.75 9.75 41900 42100 10.25 10.25

Old Facility: Complaints and Bake Time

Complaints 10.028619079277108 10.099397900467912 10.018878961666674 10.048544138291827 10.023935318624712 10.089487251959676 9.9128911915935802 10.04241382731117 10.106175759199379 10.088620406603017 9.9722122710017853 10.082132199398641 10.101937486167618 9.9801913289640503 10.039422635214002 9.9710937321035669 10.006607157993042 9.9764990065950965 9.8969135451112855 9.8736327085923428 9.8569626027501265 10.013948463136373 9.9700784377680236 10.07942805652257 9.9922650272663098 9.9172605056509866 9.9469601673265267 9.9993123050926727 10.067916164875397 9.938586196294521 9.9664180782060257 10.080536153492719 10.004655081911958 10.029840307986452 10.091556772359548 9.9114558280911691 9.9441159358569013 9.9780059030889383 10.103648736419084 10.034799260133669 10.010516235607186 9.9723462054492558 9.9637214628021056 9.9687183918230264 10.066660166810699 9.9804972336837761 10.060197208555818 9.9692220581749158 10.069179588097143 10.027514383573831 9.8945533870223645 10.058749146451913 10.126389647771186 9.9979976501713352 9.939539406038115 10.00796873641659 9.9524343741256072 10.004056089867507 9.9380066393654065 10.070676686797986 10.186148435244764 10.161516568821119 10.130695741976242 10.223788046659253 10.115509650186572 10.178137180977579 10.319833724826772 10.080107010620102 10.163413350512995 10.247709019117238 10.31781006145078 10.157101005280097 10.164966580231132 10.195297641843627 10.227916405767838 10.135919672488784 10.283474533126835 10.331981423808811 10.326307055095349 10.213944722538287 10.282483407377457 10.258821607313815 10.372851564637154 10.170115530826559 10.298764498097174 10.324455923201675 10.276764789419953 10.322402435408772 10.415221206734227 10.373290361121855 10.344558166776148 10.457983172699237 10.355618732829717 10.440050566316378 10.425963876374771 10.344505007167452 10.28547626502651 10.493881401463712 10.515063009320388 10.444743630394182 10.475573459734878 10.251231765641746 10.485520020672102 10.3892184218279 10.525125275609964 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