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In many databases, much of the data may be inherently irrelevant to a given query or may lose relevance over time. This can impact the speed at which queries execute or make analysis more difficult to separate the wheat from the chaff. By data mining, the domain of data in reduced beforehand to allow analysis to zero in on the relevant data to begin with.

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Data mining is crucial in analytics as it involves extracting valuable insights and patterns from large datasets. By using data mining techniques, businesses can uncover hidden correlations, trends, and patterns in their data which can then be used to make informed decisions, predict future outcomes, and optimize processes. Ultimately, data mining enables organizations to gain a competitive edge by leveraging their data effectively.

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Q: How is data mining a key piece of analytic?
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What is the key question distinguishing relevant data from irelevant data?

The key question distinguishing relevant data from irrelevant data is: Does the data directly contribute to answering the specific question or solving the particular problem at hand? If the data helps in providing insights, making informed decisions, or achieving the desired outcome, it is considered relevant. Otherwise, it can be classified as irrelevant data.


What is a secondary key in relational databases?

A secondary key is a field that is identified as being suitable for indexing the data such as a surname, It is used to sort the data in a different order to the primary key, A table can have many secondary keys in fact every field could be a secondary key. Hope this helps !


What is the difference between a candidate key an a secondary key?

A candidate key is a unique key that can uniquely identify each record in a database table, whereas a secondary key is a non-unique key used for data retrieval and indexing purposes. Candidate keys can be chosen as the primary key for the table, while secondary keys provide alternate ways to access and organize the data.


Which type of database model connects data in different files through the use of a key field?

The relational database model connects data through the use of a key field, which is called a primary key in one table and a foreign key in another table. This key field establishes a relationship between different tables by uniquely identifying records.


When you store a list of key fields paired with the storage address for the corresponding data record you are creating?

an index. This index allows for quicker access to data as it provides a direct mapping between the key fields and their corresponding storage addresses, eliminating the need for a full data scan.

Related questions

What are the key relationships between data warehouse and data mining?

Data warehouse is the database on which we apply data mining.


What is the key piece of data needed to begin the pick and pack step of the fulfillment process?

Sales Order Number


What is sequential data mining?

Sequence mining is a topic of data mining concerned with finding statistically relevant patterns between data examples where the values are delivered in a sequence.[1] It is usually presumed that the values are discrete, and thus time series mining is closely related, but usually considered a different activity. Sequence mining is a special case of structured data mining.There are several key traditional computational problems addressed within this field. These include building efficient databases and indexes for sequence information, extracting the frequently occurring patterns, comparing sequences for similarity, and recovering missing sequence members. In general, sequence mining problems can be classified as string mining which is typically based on string processing algorithms and itemset mining which is typically based on association rule learning.


How do delete the data without making any changes to the cell?

If you press the Delete key, it will remove the data, but the formatting will remain, such as the colour or fonts or numeric format. When you type another similar piece of data in, it will apply the formatting to it.


How is the function of the space bar differ from the the enter key?

The space bar does exactly what it says... it inserts spaces. The enter key tells the computer you're finished typing the current piece of data.


What key is this peace in?

What is the key signature of the piece?


Ssc data entry operator answer key 09?

Staff Selection Commission Data Entry Operator Exam Answer Key 2011, 4th december 2011 deo answer key, data entry exam answer key, ssc deo exam answer key, data entry operator exam answer key, answer keyhttp://jobslip.blogspot.com/2011/12/answer-key-ssc-data-entry-operator.html


What is key data structure?

Key datastructure is a data statucture or container which keeps key value pair. For a search the key is passed to check that the key is present in DS or not.


What is the difference in data encryption and data compression?

Even though both data compression and encryption are methods that transform data in to a different format, the golas tried to achieve by them are different. Data compression is done with the intension of decreasing the size of data, while encryption is done to keep the data secret from third parties. Encrypted data cannot be decrypted easily. It requires the possession of a special piece of information called a key. Uncompressing compressed data do not require such special knowledge (such as a key), but it might require some special hardware depending on the data type.


What is Reverse 10-Key data entry?

Data Entry Reverse key entry is where an operator enters a numeric entry on a ten key pad and then enters the same data in reverse order. This reduces operator keying errors. This only refers to a machine function, not a data entry job - Reverse Key or Reverse 10-key in data entry refers to the use of numbers within the letter keys. The original keypunch machines and early data entry terminals used what is now considered reverse key. The nine on the top row is the 0, U the 1, I the 2, O the 3, J the 4, K the 5, L the 6, M the 7, the common key is the 8 and the period key is the 9. To change from alpha to numerical the keyer holds down the shift key. Actually data entry is much easier with reverse key as it eliminates the transition from alpha keys to the numeric keypad.


Where is key data in megaman battle network 6 gregar?

on the way to Central Area 3, there is a piece of green road that you cannot pass through, examine it and the key is there. Use the KeyData to open the gate to Central Area 3


What is a key signutare in music?

A key signature indicates which key a piece should be played in.