Quality Control Project

download Quality Control Project

of 33

Transcript of Quality Control Project

  • 8/22/2019 Quality Control Project

    1/33

    Statistical Quality Control Page 1

    QUALITY CONTROL

    Term Paper

    SUBMITTED BY:

    RAMEEZ AKMAL..752-BH-2005

    SYED ATIF BUKHARI.609-BH-2005

    SYED ABID HASSAN..938-BH-2005

    ADIL MAJEED..620-BH-2005

    BSc. (HONS) 2005-2009

    SEMESTER VI

    SUBMITTED TO:

    Ms. NADIA SAEED

    GOVERNMENT COLLEGE UNIVERSITY, LAHORE

  • 8/22/2019 Quality Control Project

    2/33

    Statistical Quality Control Page 2

    CONTENTS

    INTRODUCTION Vision1 Fabric2 Processing..2 Dyeing..3 Knitting..3 Garments3 Infrastructure..5 Growth History6

    QUALITY How to Maintain Quality Factor..8 Corrective and Preventative Action..8 Calibration.8 Quality Control System at MTM..8 Fabric inspection9

    DATA DESCRIPTION Total Production..11 Total Faults.11 Recovered Items..13

    Final Production..13 Production Analysis13

    DATA ANALYSIS AND CONTROL CHARTS Stain..14 Hole15 Knitting17 Shades..18 Total Faults...20

    APPENDIX...22REFERENCES..23

  • 8/22/2019 Quality Control Project

    3/33

    Statistical Quality Control Page 3

    Project QUALITY CONTROL MASOOD TEXTILES MILL Ltd.

    Courtesy:

    Syed Irfan Raza

    Production Manager,

    Masood Textile Mills Ltd, Faisalabad

  • 8/22/2019 Quality Control Project

    4/33

    Statistical Quality Control Page 4

    INTRODUCTION

  • 8/22/2019 Quality Control Project

    5/33

    Statistical Quality Control Page 5

    MASOOD TEXTILE MILLS are the leaders in creating, developing and

    manufacturing of knitted apparel products right from basic to highly

    fashioned garments thus responding to emerging trends in the industry. We

    translate conceptual ideas of our customers into reality and shape them

    through our technical bent and professional acumen. The team here

    strongly believes that Customer satisfaction is the essence of business

    today. MTM has the technology with expertise, products with knowledge and

    most importantly the right mindset to achieve total customer satisfaction.

    Respect for the individual, integrity, speed, simplicity, self-assuredness, and

    a 100% commitment, our values are non-negotiable; they are never to be

    jettisoned.

    For us, our values are our well-spring.

    To provide market leadership and brand coverage To pursue technological innovation To partner with operators for their maximum productivity To provide virtuous to our customers, employees, communities, and

    the environment

    Our Vision:

    "Our vision is of continual improvement and sustained growth, and of a

    family of workers. Who are given the best compensation benefits and

    working conditions in the region? In this respect, MTM continues to

    emphasize the need to invest in and develop its most precious resource - its

    human capital. MTM continues to provide training courses and self-

    enhancement opportunities for all our workers".

  • 8/22/2019 Quality Control Project

    6/33

    Statistical Quality Control Page 6

    FABRIC

    One of the largest Fabric facility in Pakistan having the capability to produce

    all kinds of knitted fabrics in 100% cotton & blends.

    Single knit Flat knit Strippers

    Single Jersey Pique Fleece

    Collar & Cuffs Flat Knit Panels

    Feed Striper Auto Striper Engineered Striper

    Double knit Textures Jacquards

    1x1 Rib Variegated Rib Interlock

    Herring Bones Pique Jersey Waffles

    Mini Jacquard Thermals

    PROCESSING

    The Fabric Processing Division of Masood Textiles has a capacity of dyeing

    41,450 kgs per day. It is equipped with Thiess, T.S.I, SCHOLL, Gaston

    dyeing machines. It is capable of dyeing both 100% cotton and blended

    fabric. The machine size selection gives the flexibility in dyeing a lot size

    ranging from 100 kgs to 1,000 kgs. The department has two Santex

    finishing lines from Switzerland, which include hydro extractors, dryers and

    compactors. In order to maintain the quality of processed fabric, Masood

    has the testing laboratory with latest equipment to check the fabric. It

    ensures that the fabric quality is maintained and is according to the

    required parameters of our customers.

  • 8/22/2019 Quality Control Project

    7/33

    Statistical Quality Control Page 7

    Dyeing:

    Our in-house and very well-equipped Dyeing department with a production

    capacity of around 41,450 Kg of dyeing / day allows us to fully meet our

    dyeing requirements. We have dyeing machines for dyeing cotton fabricand a fully computerized high temperature jet-dyeing machine to dye all

    kinds of synthetic fabrics including polyester. A well equipped laboratory

    ensures all dyed fabric is properly checked, as per buyer's requirements,

    for factors such as shrinkage, color fastness, etc.

    Knitting:

    To produce knitted fabric of supreme quality, it is impetrative that superior

    quality raw material is procured at competitive prices. At Masood finest

    quality yarn in the market is produced for our in house knitting.

    Fleece Machine Rib Machine Single Jersey Machine Inter Lock Machine Flat Knitting Machine

  • 8/22/2019 Quality Control Project

    8/33

    Statistical Quality Control Page 8

    GARMENTSAND

    INFRASTRUCTURE

  • 8/22/2019 Quality Control Project

    9/33

    Statistical Quality Control Page 9

    GARMENTS

    MTM is a leading apparel company in Pakistan having expertise & machinery

    capable of transforming customer ideas into superior quality garments, which

    are taken as the most famous brands in the world.

  • 8/22/2019 Quality Control Project

    10/33

    Statistical Quality Control Page 10

    INFRASTRUCTURE

    To produce quality goods and that too on time, you need a good production

    facility, capable of taking on any challenge thrown at you. In this regard,

    mTm Exports possesses the best infrastructure that has the ability and

    potential to give you quality products.

    Our manufacturing process has been vertically integrated to facilitate all the

    processes involved in garment manufacturing under one roof. This enables

    us to reduce the time spent in completing your orders.

    All our machines are the latest available in the market, and whenever

    required, MTM export has never shied away from purchasing the most

    modern equipments. All our divisions are equipped with the latest

    equipments to maintain the high quality standards that we have set for

    ourselves.

  • 8/22/2019 Quality Control Project

    11/33

    Statistical Quality Control Page 11

    GROWTH HISTORY

  • 8/22/2019 Quality Control Project

    12/33

    Statistical Quality Control Page 12

    GROWTH HISTORY

    Turn Over History:

    Largest Knitwear Exporting Company of the country for the Year 2005

    Turn Over

    in Millions

  • 8/22/2019 Quality Control Project

    13/33

    Statistical Quality Control Page 13

    Employment Generated:

    Employees

    in Number

  • 8/22/2019 Quality Control Project

    14/33

    Statistical Quality Control Page 14

    QUALITY CONTROLAT mTm

  • 8/22/2019 Quality Control Project

    15/33

    Statistical Quality Control Page 15

    How we Maintain QUALITY Factor?

    Masood has documented a quality manual that states the quality

    management system of the organization. Management establishes a

    documented quality plan setting out the specific quality practice, resources

    required and the sequence of activities relevant to particular product.

    Corrective and Preventative Action:

    Masood has a very strong corrective and preventative action plan. Masood

    has centralized the corrective action and controls the non-conformity arisingin the system. If necessary the relevant person immediately takes the

    corrective action. For preventative action, the department head keeps the

    record. Electronic records are kept by the Information Technology

    Department.

    Calibration:

    Masood has own calibration laboratory. Before using any instructions, they

    are calibrated as per the international standards.

    Quality Control System at MASOOD:

    There are quality checks at every stage of manufacturing starting from Raw

    Cotton, Yarn, Fabric, Processing, Cutting, Stitching and Packing. Before the

    fabric is cut, it is checked whether it conforms to the customers standards

    of shrinkage, finished g/cm2 etc. After each lot of fabric is cut, 100% cut

    parts inspection is conducted to ensure that only good quality pieces move

    to the stitching units. During the process of sewing, each and every process

    is inspected by inline inspectors. The inspectors make sure that only good

    parts move to the next stage. An individual tracking number is sewn inside

  • 8/22/2019 Quality Control Project

    16/33

    Statistical Quality Control Page 16

    each garment. After trimming and pressing of the garments, highly

    experienced final inspectors inspect each garment. The Quality assurance

    team monitors the performance of every individual inspector by picking up

    the inspected garments and checking the quality of these garments.

    To ensure that the garments are packed as per the requirements of our

    valued customers, we can even track & check, which case the garment, has

    been packed in. With the help of this, we plan to achieve the Zero Defect

    Level.

    FABRIC INSPECTION:

    Our knitting units are producing fabrics of excellent quality with minimumdefects. Additionally, an online 100 percent fabric inspection system is in

    function to meet the international quality parameters as required by most of

    our customers. 4points quality system introduced by J.C PENNY (USA) is

    also being followed at our knitting facility.

    We believe that prevention is better than cure. The sooner the problem is

    tracked, the better it is in delivering the goods on time. During the process

    of stitching we have inline inspection and final inspection processes. The

    garments are 100% inspected by highly experienced inspectors. Our

    objective is to produce with Zero Defects.

    The BACK TRACKING SYSTEM plays a vital role in developing sense of

    responsibility and accountability in every person in making and inspecting

    the garments. The same thing is emphasized in ISO-9002, so we are not

    only the ISO-9002 Certified holder but also the true executors. The company

    has independent Quality Assurance Team that conducts inline audits and

    final finished goods audits. The QA. Manager ensures that before the goods

    leave the factory, they comply to the customers AQL standard.

  • 8/22/2019 Quality Control Project

    17/33

    Statistical Quality Control Page 17

    DATA DESCRIPTION

  • 8/22/2019 Quality Control Project

    18/33

    Statistical Quality Control Page 18

    The data on which we are going to build all our analysis has been taken

    from the MASOOD TXTILE MILLS. The unique thing about this textile mill is

    that, this factory has been divided in to 20 independent productive units.

    Those are capable of producing final product or good independently. Here we

    have taken the data from one of these productive units.

    Total production:

    In the first column we have mentioned the total production of the

    independent production unit. we have gathered 45 days productioninformation of the specific productive unit. the every day the production is

    varied. This is due to the customer demand or as per market demand. The

    total production of the productive unit in 45 days is 18867 units.

    Total Faults:

    Further we have mentioned the data of the faults that occurred during the

    production process. These faults include

    Stain:

    This is the major problem that arise in the production process. It is basically

    MARKS that are left on the cloth during the production. There are many

    reasons behind this problem. It may be due to an unauthentic inspection,

    electricity break-down, oil-leakage from machines, incorrect proportion of

    compounds

  • 8/22/2019 Quality Control Project

    19/33

    Statistical Quality Control Page 19

    Hole:

    This is the problem of holes in the product. Most of the time, this defect

    occur due to faulty raw material or we can say that the cloth bought for

    making these garments. And due to inefficient and careless labor, whose

    duty was to check the lots of the cloth, this defect arises in the product.

    Knitting:

    This is the problem that arises during the stitching of the product. The

    reason behind This high proportion is may be the introduction of new labor.

    Due to the wrong inputs in the machine this defect can also occur.

    Sometimes skilled worker also cause the defect. As they are in this field for

    long time and experts in their job but to save time they work in hurry and

    become the reason for the rejection of the product. inspection

    Shade:

    This is the problem of two different shades in cloth. The reason behind this

    shading problem is that sometimes the lots of cloth which are bought for the

    production are of very low quality. During production, this defect can arise

    due to carelessness of the worker.

    These are the four basic problems that occur in the production process.

    The no. of the faults occurred are as follows

    Faults category no. of faults

    1) Stain 712) Hole 433) Knitting 1474) Shade 32

  • 8/22/2019 Quality Control Project

    20/33

    Statistical Quality Control Page 20

    Recovered Items:

    Our data also gives the information about the recovered items. These are

    those items that were previously faulty but after certain amendments and

    modifications they were recovered and brought in to use.

    Final production:

    Next to it we have mentioned the O.k. items. These are those items that have

    passed all the quality control checks and are ready to be supplied in the

    market.

    Production analysis:

    The total production of the productive unit in 45 days is 18867 units. the

    total faults that appeared in 45 dates of production is produced is 288.out of

    this 217 were recovered. And 71 were rejected.

    From these figures we see that MASSOOD TEXTILE MILL have a stable and

    reliable production process that in a data of 45 days production only 71

    item were rejected on the basis of poor quality. Not only this, their

    production process is capable of rectifying the faulty items and put them

    back in the lot of supply items. Its proof can be verified by seeing upon the

    figures, as total faulty items were 288, out of this 217 were recovered.

  • 8/22/2019 Quality Control Project

    21/33

    Statistical Quality Control Page 21

    np- CHARTS

  • 8/22/2019 Quality Control Project

    22/33

    Statistical Quality Control Page 22

    This section includes the interpretations of the np charts drawn for the

    defective item. Firstly the np chart is drawn for the defective item due the

    problem of stain. Then same procedure is done for other three problems too

    i.e.; holes, knitting and shades. In the end the np charts for the total

    defective items in one day during to all defects is drawn.

    These charts are as follow:

    STAIN

    This diagram is an NP-chart for the problem of Stain which shows that the

    process is out-of-control at 2nd March, 11th march and 13th March. The

    centre line lays at 0.0041 i.e. the mean of the data while the lower control

    limit is 0 and the upper control limit is changing due to variable sample

    size. Most of the values lie on the lower control limit showing that the

    problem of stain is not very troublesome on most days.

    45434139373533312927252321191715131197531

    ProportionNonconforming

    0.04

    0.03

    0.02

    0.01

    0.00

    LCL

    Center = .0041

    UCL

    stain

    Control Chart: stain

    Sigma level: 3

  • 8/22/2019 Quality Control Project

    23/33

    Statistical Quality Control Page 23

    Moreover we have already figured out that the process is out-of-control at

    three occasions where the value of non-confirming items exceeds the upper

    control limit. Having a look on the diagram we can see that there is no

    specific pattern lying among the chart and thus we regard it as a Random

    Process. We see that the process goes out-of-control for the first time on 2nd

    March and after that it gets out-of-control on 11th March. There is a

    difference of 10 days before the process gets out of control for the second

    time. And the difference between the second time and the third time of the

    process getting out-of-control is 2 days. After this the process remains in-

    control for the rest of 34 days. Thus we can conclude that there may be a

    problem in the machine in the initial dates which was ignored but later on it

    became severe and the machine went out of order and produced back-to-back defective items on 11th and 13th. But after that, the machine was

    repaired and it worked consistently for the next 34 days under

    consideration. This is only an assumption that the machine got out-of-order.

    There may be other problems as well tackled by the production

    administration that cause the process out-of-control, for instance there may

    be an unauthentic inspection, electricity break-down, oil-leakage from

    machines, incorrect proportion of compounds etc.

  • 8/22/2019 Quality Control Project

    24/33

    Statistical Quality Control Page 24

    HOLE

    This graph shows the np chart for the problem of hole in the product. Most

    of the time, this defect occur due to faulty raw material or we can say thatthe cloth bought for making these garments. And due to inefficient and

    careless labor, whose duty was to check the lots of the cloth, this defect

    arises in the product.

    Here we have the production data for 45 days and from diagram we can see

    that where this problem of HOLE arises. The central line or the mean of the

    data is 0.0023. LCL lies at 0 and the UCL is not fixed due to the variation in

    the production means there is no fixed quantity for the production. Most of

    the time the work is done on DEMAND basis.

    45434139373533312927252321191715131197531

    ProportionNonconforming

    0.020

    0.015

    0.010

    0.005

    0.000

    LCL

    Center = .0023

    UCL

    hole

    Control Chart: hole

    Sigma level: 3

  • 8/22/2019 Quality Control Project

    25/33

    Statistical Quality Control Page 25

    From the above diagram, we can see that the process remains in control for

    45 days. It means the problem of HOLE occurs but it remains in acceptable

    form. At 12thand 21th of March the proportion HOLES is more as compared

    to other days. On these days the proportion is almost equal to respective

    UCL but the process remains in control as the proportions does not exceeds

    the UCL. High proportion on 11thand 21th of march is may be due to the

    defective raw material used on that day i.e.; the holes are already in the raw

    material or the raw material is of very low quality that while cutting or

    knitting this problem arises. There may be other reasons too. For example,

    the problem of hole can be occur due t the problem in the cutting machine.

    Or if the cutting is done by hand, then unskilled labor is also a reason for

    this.Most of the points lie on LCL; it means that at these dates the proportion of

    HOLES in 0. About 14 points lie on or near central line. But overall the

    process remains in control

  • 8/22/2019 Quality Control Project

    26/33

    Statistical Quality Control Page 26

    KNITTING

    This figure shows the NP chart for the defect of knitting in the production

    process. The LCL is 0, central line 0.0078 and UCL is not fixed due thevariation in the quantity of products daily produce as we have stated earlier

    that the production depends upon the demand of the product.

    From the figure we can see that the process is in control. Every point lies

    between the lower and upper control limit. Though the process is in control,there is only one point which lie on LCL means at that day the defect of

    knitting does not occur. Except 1st march, this defect occurs every day.

    Means that the process is in control but a number of products are rejected

    ust because of knitting defect.

    As we can see that most of the points lies near central line i.e.; 0.0078. This

    45434139373533312927252321191715131197531

    ProportionNonconforming

    0.04

    0.03

    0.02

    0.01

    0.00

    LCL

    Center = .0078

    UCL

    knitting

    Control Chart: knitting

    Sigma level: 3

  • 8/22/2019 Quality Control Project

    27/33

    Statistical Quality Control Page 27

    is called STRATIFICAION. And the points near the mean line shows that

    about 0.78% of product made daily is rejected due the knitting defect.

    From the diagram, we can see that on 13thmarch and 1stApril the process

    is in control but it is almost on the respective UCL. The reason behind This

    high proportion is may be the introduction of new labor. Means that a

    number of new labors is appointed for the knitting job on 13thmarch and 1st

    April and they are unfamiliar with the job thats why the proportion of this

    defect goes up on these dates. Not all knitting work is done by hand; some is

    done by machines too. And due to the wrong inputs in the machine this

    defect can also occur. Sometimes skilled worker also cause the defect. As

    they are in this field for long time and experts in their job but to save time

    they work in hurry and become the reason for the rejection of the product.Another reason for the high proportion of rejection is inspection team whose

    ob is to inspect the product that whether there is any defect in it or not.

    Sometimes they does not inspect correctly and accepts the defective item

    and causes the high proportion of rejection.

  • 8/22/2019 Quality Control Project

    28/33

    Statistical Quality Control Page 28

    SHADE

    This chart shows the proportion of nonconforming in the data. The defect of

    shade can be occurring before or after the process of production. Before in asense that the raw material (cloth) is defective and have different shades.

    And after in a sense that due to deficiencies in the process.

    In above NP chart, the LCL is 0, central line or mean is 0.0017 and UCL isnot constant due to variation in the production data.

    The process is in control because every point lies between the upper and

    lower control limit. Most of the point lies on LCL. Means that shading

    problem is not very severe. On 7th and 9th April the proportion is

    approximately 0.0075 and 0.0090. These are the two highest proportions of

    45434139373533312927252321191715131197531

    Prop

    ortionNonconforming

    0.0125

    0.0100

    0.0075

    0.0050

    0.0025

    0.0000

    LCL

    Center = .0017UCL

    shade

    Control Chart: shade

    Sigma level: 3

  • 8/22/2019 Quality Control Project

    29/33

    Statistical Quality Control Page 29

    shading problem in data but if we see their respective UCL, we can see that

    points are far below their UCL.

    The reason behind this shading problem is that sometimes the lots of cloth

    which are bought for the production are of very low quality. They seem

    perfect at that time but after a period the colors fade away. In this case

    inspection team should not be blamed wholly. Means they are responsible

    for not inspecting the quality of cloth carefully but sometimes the cloth

    seems to be of fine quality at the time of inspection but it fades away later.

    These are the causes before the starting of production process. This defect

    can arise during and also after the production process. During production,

    this defect can arise due to carelessness of the worker. Every cloth has two

    sides and each side has its own shade. While making a product a workermay not give attention to this thing and use both sides. A result is the

    product containing two different shades. Sometimes this shading problem

    arises due to atmosphere. For example in godams sunlight affects the color

    of the product. or during transportation, rain have bad effect causing the

    difference in the shades.

    TOTAL FAULTS

    This graph shows the np chart for the total faults that occur in one day.

    This shows the proportion of non conforming due to all faults in one day.

  • 8/22/2019 Quality Control Project

    30/33

    Statistical Quality Control Page 30

    Here our LCL is 0, central line is 0.0155 and UCL is not constant because of

    variability in the production.

    From the above graph, we can see that the process is out of control on 2nd

    and 13thof march.

    On 2ndmarch, the firm is plant is producing 210 products. And there occur

    6 faults of stain and 3 faults of knitting. Means total faults are 9. And out of

    these 9 faults, 7 were recovered and 2 were rejected.

    On 13thmarch, the total production is of 104 items and there occur 6 faulty

    items. 4 have stain problem and 2 are faulty because of knitting problem.

    And out of these 6 faulty items, 3 were recovered and 3 were rejected. Thereasons behind these defects are explained earlier.

    From the graph above we can see that though the process is in control

    on12thmarch, 1stApril and 9thApril but the proportion of non confirming

    are close to the respective UCL.

    45434139373533312927252321191715131197531

    ProportionNonconforming

    0.06

    0.05

    0.04

    0.03

    0.02

    0.01

    0.00

    LCL

    Center = .0155UCL

    faults

    Control Chart: faults

    Sigma level: 3

  • 8/22/2019 Quality Control Project

    31/33

    Statistical Quality Control Page 31

    APPENDIX

  • 8/22/2019 Quality Control Project

    32/33

    Statistical Quality Control Page 32

    MASOOD TEXTILE MILLS, Ltd.FAISALABAD

    DAILY FINAL GARMENT REJECTION REPORT FOR THE MONTH OF

    BUYER

    SHEET# 05/182

    DATEGARMENT

    QTYFAULTS

    FAULTS RECOVERED REJECTS OK

    TO-DATE STAIN HOLE KNITTING SHADE

    1-Mar 163 2 0 0 0 2 2 0 163

    2-Mar 210 4 0 3 0 7 7 0 210

    3-Mar 295 4 0 1 0 5 3 2 293

    4-Mar 384 3 0 4 2 9 6 3 381

    5-Mar 528 3 1 7 1 12 9 3 525

    6-Mar 487 2 0 3 0 5 3 2 485

    7-Mar 113 0 0 1 0 1 1 0 113

    8-Mar 488 2 2 3 0 7 5 2 486

    9-Mar 528 3 1 2 0 6 4 2 526

    10-Mar 571 0 1 4 3 8 6 2 569

    11-Mar 575 0 3 4 0 7 7 0 575

    12-Mar 501 4 4 4 0 12 10 2 499

    13-Mar 104 4 0 2 0 6 3 3 101

    14-Mar 421 3 0 3 0 6 4 2 419

    15-Mar 429 1 1 2 0 4 4 0 429

    16-Mar 491 0 0 3 0 3 2 1 490

    17-Mar 195 0 0 1 0 1 0 1 194

    18-Mar 402 4 1 4 0 9 6 3 399

    19-Mar 439 0 1 3 0 4 2 2 437

    20-Mar 195 0 0 1 0 1 0 1 194

    21-Mar 170 0 2 1 0 3 2 1 169

    22-Mar 560 0 0 3 1 4 2 2 558

    23-Mar 195 1 0 1 0 2 1 1 194

    24-Mar 290 0 1 2 0 3 2 1 289

    25-Mar 290 3 0 2 0 5 3 2 288

    26-Mar 743 5 0 5 3 13 11 2 741

    27-Mar 291 1 0 2 0 3 3 0 291

    28-Mar 599 1 0 4 1 6 4 2 597

  • 8/22/2019 Quality Control Project

    33/33

    29-Mar 426 4 1 3 0 8 6 2 424

    30-Mar 256 3 1 2 0 6 3 3 253

    31-Mar 680 2 3 3 2 10 7 3 677

    1-Apr 822 0 5 13 4 22 21 1 821

    2-Apr 799 0 4 6 4 14 14 0 799

    3-Apr 431 1 0 4 0 5 4 1 430

    4-Apr 502 0 1 5 0 6 4 2 500

    5-Apr 180 0 0 2 0 2 0 2 178

    6-Apr 510 0 1 2 0 3 1 2 508

    7-Apr 136 2 0 1 1 4 2 2 134

    8-Apr 790 2 3 8 3 14 12 2 788

    9-Apr 240 4 1 2 2 9 6 3 237

    10-Apr 171 0 0 1 0 1 0 1 170

    11-Apr 658 1 2 5 1 8 6 2 656

    12-Apr 316 1 1 3 0 4 3 1 315

    13-Apr 770 1 2 7 4 13 12 1 769

    14-Apr 411 2 0 4 0 4 3 1 410

    15-Apr 112 0 0 1 0 1 1 0 112