Data processing and info Flashcards
What is Data?
Raw data which doesn’t have any meaning
Eg 112048 1209854 2293874
Data can be processed into information
What is Information?
Data but with context
Eg 229413 , 396210, 504001
Postal codes for India
Direct Data meaning
Data collected for a specific purpose and only used for that purpose
Indirect Data meaning
Data obtained from a third party and not used for it orginal purpose
Examples of Direct Data sources
Questionnaires (survey)
Interview (talk to people)
Observation (look at people)
Data logging ( uses sensor)
Examples of Indirect Data Sources
Electoral Register
Business collecting personal data for use by other third parties
Adv of direct data
Original source known so we know reliability (how much sampling bias)
Can gather specific data (obscure data that indirect never measured)
Can gather how much or little data is needed
Up to date data
Disadv of direct data
Takes lot of time and money to gather data
May not be able to gather data due to time of the year ( eg summer rainfall data in winter)
Indirect data Adv
Immediately available
More likely to have large samples available
Indirect data disadv
Irrelevant data will need to be sifted through and deleted
Original source unknown might be unreliable and biased
Might be out of date
Factors that affect quality of info
Accuracy
Relevance
Age (how old the data)
Level of detail (can have too much data)
Completeness (eg u only said street not house number)
Encryption definition
A way of scrambling data so only authorised people can access it
Symmetric Encryption /secret key
Faster but same private key to encrypt and unencrypt
Asymmetric Encryption/public key
2 keys
public key used to encrypt data (many can people have)
private key only for receiver to decrypt
Types of validation checks
Presence check
Range check
Type check
Length check
Format check
Lookup check
Consistency check
Check digit
What is type check
make sure right data type eg
integer
number
alphanumeric
What is lookup check
Make sure it matches something in the list
Eg Gender: Male, Female
what is consistency check
Make sure data across 2 fields are consistent
what is validation
checks when data is input into computer system ensures data is sensible
what is verification
process of checking whether data entered into computer matches source
2 ways to check accuracy of data
verification
validation
both are needed for accuracy
Types of data verification
Visual check
Double data entry
Hash total
Control total
parity check
check sum
What is double data entry
Enter data twice compare second to first
like confirm password
What is parity check
Checks each byte
Even parity and Odd parity
One bit of data is used as parity rest are used for data
In even parity number of 1’s must be even
1001100
there are 3 ones, so parity will be 1