Normalization is the process of organizing columns into tables within a relational database in such a way as to minimize redundancy and avoid insertion, update and deletion anomalies.

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Transforming table to third normal form

I have a table like this: L(A, B, C, D, E) and functional dependencies are: AB -> CDE C -> D D -> B D -> E I need to transform this table into 3NF. I think it's not even in 2NF. I ...
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Superkeys of this relation

I am trying to find the superkeys of this relation, but I am having troubles finding out how many superkeys there are and exactly what they are. I figured out that the candidate keys were ...
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Creating UNF for multiple actions

I am creating a database design for manufacture company for my coursework. The database design should be able to do these tasks: Buy items from suppliers. (M - N) Items are used for making products. ...
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39 views

Is there any literature on “re-normalisation” of denormalised data?

I'm involved in a project, the core of which might be generously described as "re-normalisation" of denormalised data. (To be fair, the initial implementation took only the first 90% of the time ...
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42 views

How To Manage Random Data Without Repitition?

We have a database design problem of a Learning System. Please can somebody help us ? These are the requirements : A person can register for a module which has "n" number of questions. The person ...
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39 views

Method to Obtain LossLess Join BCNF Decomposition

I have been told a way to obtain loss less join BCNF but I don't know how to calculate candidate keys(also called super key in some cases) and trivial Dependency. I have been given a relation R = ...
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75 views

Is the table in 3NF?

I am creating a relational database - a library management system. I want to show an example where I normalize the data from 2NF to 3NF. My example of 2NF looks like The definition of third normal ...
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139 views

Identifying functional dependencies

I'm having trouble understanding the logic in use for identifying functional dependancies. Looking at the sample relation below, I understand fd1 - fd3. But when I look at fd4 and fd5, its logic ...
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75 views

Problem with reaching second normal form in a database

I'm currently taking an Databases/Database server course as a part of my education, and for this week we have been assigned a simple project to complete. I'm facing a problem regarding normalization. ...
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369 views

Help with normalization - Homework

I'm confusing myself a lot here. I did this before however have never got the hang of it. So I really need help, main issue is 2nf I just get the dependencies completely wrong. So I am practising ...
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28 views

Design improvement on multiple references

Im having some 'perception' problem, maybe... I got this table linked multiple times with another small table and maybe is more of a personal problem with the way it looks but I feel there might be a ...
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21 views

General Definition of/for Primary Key for Table with Repeated Entries (i.e., not in 1NF)

my first post, my apologies if this does not belong here, please refer me to the/a right site. So I am looking for a general form for a primary key given a table containing non-atomic repeated ...
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33 views

is this normalization correct

is this normalization correct for UNF to 3NF
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PostgreSQL: labels vs columns

I have a data structure similar to this: date foo bar baz boo ---------------------------------------- 2015-11-18 1 null 2.5 81.0 2015-11-19 1 78.4 12.8 ...
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Beginner Question: Normalization

We know that we can normalize 1NF to 2NF by removing the partial dependencies. But I saw a lot of examples only show partial dependencies with 1 one of the PKs. If a table (in 1NF) has 3 PKs, and ...
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28 views

does solution of Normalilization causes duplicacy in NoSQL?

i am currently using mysql as a database but now i have decided to switch rdbms to nosql probably on mongoDB. i have an doubt that nosql removed the concept of normalization from database so in such ...
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78 views

Normalization and multivalued attributes

I am designing a relational database in mySQL - a library management system. I want to show examples of the data in 1NF, 2NF, 3NF, BCNF, etc. My example of 1NF looks something like this 'A relation ...
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121 views

Normalized database table with non-atomic values

I'm creating a normalized table for a questionnaire that the customers fill in and in one of the columns is a field called "extra comments". I realize that with the "extra comments" field, the data ...
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122 views

DB Design: Looking for Performance improvement with a Column used in all SQL Queries

I recently got added to a new ASP .NET Project(A web application) .There were recent performance issues with the application, and I am in a team with their current task to Optimize some slow running ...
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188 views

Decomposing table into BCNF that preserves dependencies

I have a relation like R(A,B,C) and dependencies like A->B , B->C , A->C I think the relation is in 2NF as candidate key is A. AFAIK when there is only one candidate key then the ...
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Difference in the workload related to data-amount and search option

A couple of days ago I was asked why it is necessary to use the first normal form also for separation of names. We have a table which stores private customers (Name+Surname;Information) and business ...
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471 views

Lossy Decomposition meaning

Suppose I have a relation R=(A,B,C,D) and I decompose it into: R1=(A,B,C) R2=(A,D) then if it is said that the decomposition is lossy,then what is the meaning of that statement?I have an ...
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134 views

Can somebody check this normalisation workings i think i am missing a step or a dependency somewhere

given these two tables: and: I need to first list them as an un-normalised structure(s) then i need to identify the functional dependencies/primary keys. Once i have done this i must represent ...
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Unable to decompose this relation to BCNF

I have a relation R = { A, B, C, D, E, F, G, H, I } And functional dependencies F ={ ABC -> DE E -> C AB -> F C -> G F -> H H -> IJ F -> B } I am able to do simple BCNF ...
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Difficulty in finding Candidate Keys

I have an homework which should be submitted tomorrow I normaly know normalization concepts but in some questions I have difficulty. How should i normalize this to BCNF? Can you show the steps please? ...
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19 views

Schema Design for multiple many-to-one relationships. of which exactly one should exist

Say I have table A, B, and C. B and C can both be related to multiple A's, but each A should have exactly one of either B or C related to it. Which database design is better: A: a_id, b_id NULL, ...
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How would you normalize a database that has multiple products to a single transaction ID?

How would you normalize this? I can't find a way to keep multiple products under a single SalesID
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43 views

Database Design for group chat

I am creating a chat system as a RESTful API. This is what my design looks so far A request can be made to fetch the newest 50 messages that are part of a group id. Even if I do get a list of ...
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36 views

Is this pattern named and how to normalize it?

I am given a data table : State ( StateId, StateNme, StateCounty1, Statecounty1Seat, StateCounty1Rep, StateCounty2, StateCounty2Seat, StateCounty2Rep, StateCounty3,...... ) ...
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23 views

ER and Precedence Diagrams

I've been having some difficulties creating a "Cruise Ship" database. Basically, what is known to me: Office has information about: Route (final destination/target) Ships Room Room's class (rank) ...
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20 views

Help Normalize Movie Database

I'm creating a small movie database and was wondering if someone can let me know if I'm in the right path: The main entities are movies, people, jobs, trailers, and photos. My main concern is the ...
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54 views

Hard dba case [schema to store delivery prices for shops]

I want to make a database scheme which would allow me to fetch the delivery price for the different Shops basing on the delivery destination (Address/Region) and order value (price). Here is the ...
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38 views

How to map this ER model to actual tables?

Suppose we have an ER-design problem like this: A pharmaceutical company sells its products throughout a country. For the ease of sales, the entire country is divided into some Areas. Areas have ...
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DATE - Normalization, a multiple ranged query, multiple inserts and multiple update

I have a booking system, airbnb style. TABLES -> prices, house, available_date A house has available days and not available days, but sometimes the days have different prices. A weekend is more ...
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Exam question about BCNF

I am trying to unravel the following question about BCNF from a past exam paper that is available online. The question, which is on page 7 of the linked PDF, says: Suppose that R(A,B,C,D) is a ...
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43 views

How much normalization is too much

I am working on designing a database for a site I am trying to build, I created what I believe to be the best normalization strategy, to limit the size of particular tables, and the number of tables ...
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23 views

Finding the closure of functional dependencies?

I am working on a problem in which I have to look at the relation R with schema R(w, x, y, z), and the three functional dependencies: w -> z ; x,y -> w ;z -> y For every non-empty subset X of the set ...
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37 views

Creating a database to analyze transaction data for sports events

I would like to create a database to analyze transaction data for sports events. There is already a transactional database from which I can get raw data into excel. I want to transform this raw data ...
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56 views

How to design relationship for racing team trades?

I'm working on a fantasy racing team project. I'm having trouble laying out the schema when it comes to the team table and the trades. I think I have the race, driver, and result tables laid out okay: ...
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How do you create a custom replication between normalized and denormalized form using SQL Server

I have a table (on SQL Server 2008) that is denormalized like so: Table: PhoneNumbers Field: Partial varchar(8) -- 123-1234 Field: [Data] -- Refers to 800-123-1234 Data Field: ...
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custom field related to usergroup and products

We need to create dynamically custom fields and store values related to each user or product in database we have product table related to category table and also user table related to usergroup and ...
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Design database table for property listing

I want to design a database for a listing website, this is the first time I design the database, so I am not sure if I in the correct path. Here is the fields that needed in a listing, title - ...
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28 views

Database normalization - Must all depedancies be preserved?

When converting to a higher normal form, must all functional dependancies always be preserved? for example: R(W,X,Y,Z) WX --> Y XY --> Z ZY --> W R1(B,C,D) XY → Z R2(C,D,A) YZ → W The ...
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Am I right about this normalization form?

A given schema R (A,B,C) where A->B, and B->C. a) What normal form is R in? b) If R can be normalized any further please normalize it. My answer for part a) 3NF and b) boyce-codd normal form. Am I ...
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Find the Minimal Basis

Suppose we have relation R ( A ,B ,C ,D ,E ) , with some set of functional dependencies, and we wish to project those functional dependencies onto relation S(A, B, C). Given the functional ...
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48 views

3NF to BCNF without loss of any FD?

Can you provide an example of a relation which is 3NF, but not BCNF; and while breaking the original relation into two (or more) relations, no FD loses?! Tanx.
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29 views

Lose some FDs in 2nf normalization?

Suppose we have R=(A,B,C,D) and FDs are {B->C, C->D}. The only candidate key is AB, then A and B are prime; C and D are not prime. B->C breaks the 2NF requirements because is a partial dependency. So ...
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Multilingual Article/ Category database design

I wasn't getting any answers over at Programmers and was advised to go over here instead... I wanted to make a design for a multilingual database and after having drawn it up have arrived at 5 ...
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Data-Duplication Vs Data Normalization. Better DB model?

I've 2 tables as follow:- Table UserProfile:- id name age gender phone city state country fb email and UserPoints Table having the following fields user_id activity_date app_point redeem_point ...
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Normalization questions with non-real world examples

I have a few questions regarding normalization. I'm aware these may be terrible examples from a practical point of view, but I need to understand how normalization theory applies to them. 1) Table: ...