Data Warehousing and Data Mining Set 1

Data Warehousing and Data Mining 

Questions 1 to 10




Set 1

Set 2

Set 3
1. Which of the following is the most important when deciding on the data structure of a data mart?
(a) XML data exchange standards
(b) Data access tools to be used
(c) Metadata naming conventions
(d) Extract, Transform, and Load (ETL) tool to be used
(e) All (a), (b), (c) and (d) above.

2. The process of removing the deficiencies and loopholes in the data is called as
(a) Aggregation of data
(b) Extracting of data
(c) Cleaning up of data.
(d) Loading of data
(e) Compression of data.

3. Which one manages both current and historic transactions?
(a) OLTP
(b) OLAP
(c) Spread sheet
(d) XML
(e) All (a), (b), (c) and (d) above.

4. Which of the following is the collection of data objects that are similar to one another within the same group?
(a) Partitioning
(b) Grid
(c) Cluster
(d) Table
(e) Data source.

5. Which of the following employees data mining techniques to analyze the intent of a user query, provided additional generalized or associated information relevant to the query?
(a) Iceberg query method
(b) Data analyzer
(c) Intelligent query answering 
(d) DBA
(e) Query parser.

6. Which of the following process includes data cleaning, data integration, data selection, data transformation, data mining, pattern evolution and knowledge presentation?
(a) KDD process
(b) ETL process
(c) KTL process
(d) MDX process
(e) None of the above.

7. At which level we can create dimensional models?
(a) Business requirements level
(b) Architecture models level
(c) Detailed models level
(d) Implementation level
(e) Testing level.

8. Which of the following is not related to dimension table attributes?
(a) Verbose
(b) Descriptive
(c) Equally unavailable
(d) Complete
(e) Indexed.

9. Data warehouse bus matrix is a combination of
(a) Dimensions and data marts
(b) Dimensions and facts
(c) Facts and data marts
(d) Dimensions and detailed facts
(e) All (a), (b), (c) and (d) above.

10. Which of the following is not the managing issue in the modeling process?
(a) Content of primary units column 
(b) Document each candidate data source
(c) Do regions report to zones
(d) Walk through business scenarios
(e) Ensure that the transaction edit flat is used for analysis.

Answers 


       Ans Reason
1. B Data access tools to be used when deciding on the data structure of a data mart.

2. C The process of removing the deficiencies and loopholes in the data is called as cleaning up of data.

3. B Online Analytical Processing (OLAP) manages both current and historic transactions.

4. C Cluster is the collection of data objects that are similar to one another within the same group.

5. C Intelligent Query Answering    employee’s data mining techniques to analyze the intent of a user query provided additional generalized or associated information relevant to the query.

6. A KDD Process includes data cleaning, data integration, data selection, data transformation, data mining, pattern evolution, and knowledge presentation.

7. B Dimensional models can be created at Architecture models level.

8. C Equally unavailable is not related to dimension table attributes.

9. A Data warehouse bus matrix is a combination of Dimensions and data marts.

10. E Ensure that the transaction edit flat is used for analysis is not the managing issue in the modeling process.





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  31. I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (officialhackingcompany@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich with this Via:

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    ReplyDelete
  32. Hi, I just want to share my experience with everyone. I have been hearing about this blank ATM card for a while and I never really paid any interest to it because of my doubts. Until one day I discovered a hacking Mr Micheal. he is really good at what he is doing. Back to the point, I inquired about The Blank ATM Card. If it works or even Exist. They told me Yes and that it's a card programmed for only money withdraws without being noticed and can also be used for free online purchases of any kind. This was shocking and I still had my doubts. Then I gave it a try and asked for the card and agreed to their terms and conditions.. Four days later I received my card and tried with the closest ATM machine close to me, to my greatest surprise It worked like magic. I was able to withdraw up to $38,000 daily. ATM has really changed my life. If you want to contact them, Here is the email : mrmichealblankatmcard@gmail.com 

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  33. I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (officialhackingcompany@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich

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    ReplyDelete
  34. I want to share my testimony on how i got the blank ATM card. I was so wrecked that my company fired me simply because i did not obliged to their terms, so they hacked into my system and phone and makes it so difficult to get any other job, i did all i could but things kept getting worse by the day that i couldn’t afford my 3 kids fees and pay my bills. I owe so many people trying to borrow money to survive because my old company couldn’t allow me get another job and they did all they could to destroy my life just for declining to be among their evil deeds. haven’t given up i kept searching for job online when i came across the testimony of a lady called Judith regarding how she got the blank ATM card. Due to my present state, i had to get in touch with Hacker called OSCAR WHITE of oscarwhitehackersworld@gmail.com and he told me the procedures and along with the terms which i agreed to abide and i was told that the Blank card will be deliver to me without any further delay and i hold on to his words and to my greatest surprise, i received an ATM card worth $4.5 million USD , All Thanks to OSCAR WHITE , if you are facing any financial problem contact him asap email address is oscarwhitehackersworld@gmail.com or whats-app +1(323)-362-2310

    ReplyDelete
  35. INSTEAD OF GETTING A LOAN,, I GOT SOMETHING NEWGet $5,500 USD every day, for six months!
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  37. INSTEAD OF GETTING A LOAN,, I GOT SOMETHING NEW
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  38. i was once living on the street where by things were so hard for me, even to pay off my bills was very difficult for me i have to park off my apartment and start sleeping on the street of Vegas. i tried all i could do to secure a job but all went in vain because i was from the black side of America. so i decided to browse through on my phone for jobs online where i got an advert on Hackers advertising a Blank ATM card which can be used to hack any ATM Machine all over the world, i never thought this could be real because most advert on the internet are based on fraud, so i decided to give this a try and look where it will lead me to if it can change my life for good. i contacted this hackers and they told me they are from Australia and also they have branch all over the world in which they use in developing there ATM CARDS, this men who were geeks and also experts at ATM repairs, programming and execution who taught me various tips and tricks about breaking into an ATM Machine with a Blank ATM card.i applied for the Blank ATM card and it was delivered to me within 3 days and i did as i was told to and today my life has changed. there is no ATM MACHINES this BLANK ATM CARD CANNOT penetrate into, because it has been programmed with various tools and software before it will be send to you. i know this is illegal but also a smart way of living Big because the government cannot help us so we have to help our self. if you also want this BLANK ATM CARD you can contact these Hackers at
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    ReplyDelete
  39. I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (smithhackingcompanyltd@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich with this Via: smithhackingcompanyltd@gmail.com

    ReplyDelete
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  41. OFFICIAL HACKING COMPANY IS THE BEST COMPANY TO BUY BLANK ATM CARD FROM.I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (officialhackingcompany@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich.Email: officialhackingcompany@gmail.com website: https://official-hacking-company.jimdosite.com/  

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  42. Are you in a financial crisis, looking for money to start your own business or to pay your bills?
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    ReplyDelete
  43. I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (smithhackingcompanyltd@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich with this Via: smithhackingcompanyltd@gmail.com

    ReplyDelete
  44. I am Irene Garcia, a Corporate Sales Specialist operating in the Latin American region. We are experts in Market Research (Mercado Mexicano de Tequila 
     
    ). We provide market reports across various industry verticals and also help with procurement and supply chain intelligence. By giving you better insights, we help you make informed business decisions.

    ReplyDelete
  45. I was searching for a loan to sort out my bills& debts, then I saw comments about Blank ATM Credit Cards that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (smithhackingcompanyltd@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work after the agent left. This is no doubt because I have the card & have made use of the card. These hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich with this Via: smithhackingcompanyltd@gmail.com 

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  46. This card are real i got my card few hours ago and am just coming back from the ATM where i made my first withdraw of 1500$ i am going crazy this is fucking real OSCAR WHITE sorry for being so skeptical about it at first don’t blame me the street these days got fucked up lots of scammers and now i can recommend whoever needs a blank ATM card with about $50,000 on it which you can withdraw within a month because the card has a daily limit.if you are facing any financial problem contact him asap email address is oscarwhitehackersworld@gmail.com or whats-app +1(323)-362-2310

    ReplyDelete
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  48. BE SMART AND BECOME RICH IN LESS THAN 3DAYS.... It all depends on how fast you can be to get the new PROGRAMMED blank ATM card that is capable of hacking into any ATM machine anywhere in the world. I got to know about this BLANK ATM CARD when I was searching for job online about a month ago... It has really changed my life for good and now I can say I'm rich and I can never be poor again. The least money I get in a month with it is about $50,000.00(Fifty Thousand US Dollars). Everyday I keep pumping money into my account. There is no risk of being caught, because it has been programmed in such a way that it is not traceable, it also has a technique that makes it impossible for the CCTV's to detect you... For details on how to get yours today, email the hackers on: accessatmhackingcompany@gmail.com . Tell your loved ones too, and start to live large. That's the simple testimony of how my life changed for good... Love you... The email address again is: accessatmhackingcompany@gmail.com contact them now and thank me later!!

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  50. LEGIT COMPANY WERE YOU CAN GET BLANK ATM CARD. I was searching for loan to sort out my bills & debts, then i saw comments about Blank ATM Card that can be hacked and withdraw money from any ATM machines around you anywhere in the world . I doubted thus but decided to give it a try by contacting united blank ATM hack card they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with $20,000 so i requested for one & paid the delivery fee to obtain the card, after 72 hours later, i was shock to see the Courier agent in my resident with a parcel {card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. Contact these email if you wants to get rich with this. globalatmcardhackingservice@gmail.com

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  51. LEGIT COMPANY WERE YOU CAN GET BLANK ATM CARD. I was searching for loan to sort out my bills & debts, then i saw comments about Blank ATM Card that can be hacked and withdraw money from any ATM machines around you anywhere in the world . I doubted thus but decided to give it a try by contacting united blank ATM hack card they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with $20,000 so i requested for one & paid the delivery fee to obtain the card, after 72 hours later, i was shock to see the Courier agent in my resident with a parcel {card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. Contact these email if you wants to get rich with this. globalatmcardhackingservice@gmail.com

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  52. Programme ATM card
    Do you know that you can withdraw cash from any ATM machine !!!

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  53. Email: Deepwebhackers00@gmail.com
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    * Platinum Visa - € 550 ----> Balance € 480,000 Daily withdrawal of € 2,000, validity 24 months

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  54. I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (smithhackingcompanyltd@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich with this Via: smithhackingcompanyltd@gmail.com or WhatsApp +1(360)6370612

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  56. Haven't you heard about Mr Calvin's blank ATM card and how other people have benefited from it? I'm Mr Randy Rodriguez. I want to share a blog and forums on how to get a real blank ATM card, i thank Mr Calvin who helped me with an already hacked ATM CARD and I was so poor without funds that I got frustrated. One morning while I was going through some stuff on the internet, I came across different comments of people testifying on how Mr Calvin has helped them from being poor to being rich through this already hacked ATM CARD. I was skeptical if this was true, I decided to contact him to know if he is real. He proved to me beyond all doubts that it was real. So I urgently ordered for my own blank ATM card by Contacting his email and today I'm also testifying about the good work of Mr Calvin.. I never believed in it until the card was sent to me, which I am using today Contact the company now and become extremely rich too. Email: officialblankatmservice@gmail.com  or  WhatsApp +447937001817

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  57. Hello everyone. My name is Scott Mcall , I want to use this medium to share to you guys about how my life changed for the better after meeting good hackers, I got $15,000USD while working with them. They are really efficient and reliable, they perform various hack such as.
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  60. HELLO, I am Rebecca Michaelson by name living in Europe. Here is a good news for those interested. There is away you can earn money without stress contact (THOMAS FREDDIE) for a blank [ATM CARD] today and be among the lucky once who are benefiting from this cards. This PROGRAMMED blank ATM card is capable of hacking into any ATM machine anywhere in the world. I got my master card from a good Hacker on the internet, with this ATM Card I am able to collect $5000 dollars every day via contacts:
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  61. GET RICH WITH BLANK ATM CARD ... EMAIL: officialhackingcompany@gmail.com

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  65. IT WORKS EVERYWHERE IN THE WORLD!! JUST LOCATE AN ATM MACHINE!!!
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  66. I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you . I doubted thus but decided to give it a try by contacting (smithhackingcompanyltd@gmail.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich with this Via: smithhackingcompanyltd@gmail.com or WhatsApp +1(360)6370612

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  67. Programmed ATM Cards
    Do you know that you can hack any ATM machine !!!
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  68. BE SMART AND BECOME RICH IN LESS THAN 3 DAYS....It all depends on how fast you can be to get the new PROGRAMMED blank ATM card that is capable of hacking into any ATM machine, anywhere in the world. I got to know about this BLANK ATM CARD when I was searching for job online about a month ago.. It has really changed my life for good and now I can say I'm rich and I can never be poor again. The least money I get in a month with it is about $50,000.(fifty thousand USD). Everyday I keep pumping money into my account. Though it is illegal, there is no risk of being caught, because it has been programmed in such a way that it is not traceable, it also has a technique that makes it impossible for the CCTV's to detect you.. For details on how to get yours today,email the hackers on: harrybrownn59@gmail.com Tell your loved ones too, and start to live large. That's the simple testimony of how my life changed for good... Love you all... The email address again is harrybrownn59@gmail.com

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  69. blank ATM card is real i got one from brain hackers tech world...this company is real and they do as they advertised i want everyone to benefit from this that is why i am sharing this here...the company email is brainhackers@aol.com

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  70. I got a blank ATM card to withdraw $5k daily for six months. I am so happy about this because i got the cloned atm card after i was scammed twice by fake hackers. I have used the card to withdraw $420k so far. Georg Bednorz Hackers is giving out the cards to help the poor and needy though it is illegal but it is something nice. No one gets caught when using this card. you can get it from Georg Bednorz Hackers today! He is kind, lovely, humble. Also, Georg Bednorz is an expert crypto trader through his trading signals, i made $1 million bitcoins, doubling my profit in 3 weeks.
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  73. Hello,We are a professional Cyber Tech credit team with a large ring around
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  74. HAVE YOU BEEN IN SEARCH FOR GENUINE HACKER'S ONLINE?. HAVE YOU LOST YOUR MONEY TO BINARY OPTION SCAM OR ANY ONLINE SCAM WHATSOEVER?. WELL, YOU HAVE FOUND REDEMPTION .

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  75. Hello my name is Scott Mcall. I want to use this medium to share to you guys about how my life changed for the better after meeting good hackers, I got $15,000USD while working with them. They are really efficient and reliable, they perform various hack such as.
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  76. NEED A HACKED ATM CARD WITH PIN?
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  77. I was searching for loan to sort out my bills& debts, then i saw comments about Blank ATM Credit Card that can be hacked to withdraw money from any ATM machines around you. I doubted this but decided to give it a try by contacting {professional.hacker55@yahoo.com} they responded with their guidelines on how the card works. I was assured that the card can withdraw $5,000 instant per day & was credited with$50,000,000.00 so i requested for one & paid the delivery fee to obtain the card, after 24 hours later, i was shock to see the UPS agent in my resident with a parcel{card} i signed and went back inside and confirmed the card work's after the agent left. This is no doubts because i have the card & has made used of the card. This hackers are USA based hackers set out to help people with financial freedom!! Contact these email if you wants to get rich with this Via: professional.hacker55@yahoo.com.

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