rawfacts and figures that have not been processed yet and has no context
e.g. 53% is data but it has no context
information
datathathasbeenprocessed, organised and structured into context
e.g. 53% of pumpkin stock was sold in 2019 is information as it has been given context (meaning)
Categories of information for individuals
communication
education and training
entertainment
planning
financial
research
location dependent
categories of information for organisations
knowledge management and creation
MIS
marketing, promotion and sales
financial analysis and modelling
contact management
decision making
internal and external communication
big data
communication
e.g. texting a friend about dinner plans, email from someone on holiday/in a different country, calling work because public transport is delayed
education and training
e.g. revision textbooks, course registration documents, school reports, assignments or resources from teachers - can be both paper-based or digital
entertainment
e.g. magazines, online reviews, listening to podcasts, watching tutorials
planning
e.g. electronic calendars/calendar apps, shared document to arrange meetings, web page to check bus timetable
financial
e.g. bank statement to plan holiday savings, spreadsheet of monthly expenditures, purchasing presents online
research
e.g. online encyclopedias for school project, research articles to write essays, recipe book
location dependent
e.g. finding local restaurants, searching for emergency medical centres on holiday
benefits: communication
Easy to communicate with anyone around the world as everyone has one form of communication method
limitations: communication
Internet connection required for many communication methods
benefits: education and training
Lots of useful information in many formats so easy to access
limitations: education and training
Usually costs money (such as revision guides)
benefits: entertainment
Helps people find what to watch
limitations: entertainment
bias reviews
benefits: planning
Can allow people to be more organised and function in groups a lot easier as people are aware of each other's commitments
limitations: planning
Can take a lot of time to fill in a lot of information, information can be subject to change and may not be accurate
benefits: financial
Can demystify a lot of complex financial information for the layman like the typical user, can organise masses of financial information and provide useful insights from it
limitations: financial
Services may provide incorrect insights based on some information provided and lead people to create wrong financial decisions
benefits: research
Research is a good method of data gathering as there is a limitless amount of information on the internet, meaning it is always readily accessible
limitations: research
Misinformation exists and can give you an unreliable source
benefits: location dependent
Location dependant services are good as they can locate where things are to assist with systems such as GPS
limitations: location dependent
It requires an internet connection or else it is inaccessible
knowledge management and creation
managing information across an organisation
e.g. sharing information between branches in different cities
MIS
system that provides overview of key information
e.g. location and details of each charity worker in a disaster area
marketing, promotion and sales
identifying patterns or trends in sales figures so that certain products or areas can be targeted
e.g. to plan marketing campaigns
financial analysis and modelling
analysing trends
e.g. determining the top selling products in a year or weekly cash flows to create models of customer behaviour
Contact Management
Managing contact between a business and the customer
e.g. tracking appointments at a doctor's surgery
Internal and External Communication
Providing a communication medium to staff and/or customers
e.g. posting Christmas opening times on the website, or sending a staff email invite to the Christmas party
Big Data
any data too large or complex for traditional data analysis techniques to be used
e.g health data on the population of an entire country
Decision Making
Using availableinformation to make decisions
e.g. a charity deciding on the amount of aid to be sent to a disaster area based on local data
stages of data analysis
identifytheneed
definethescope
identify the potentialsource
source and select information
select the most appropriatetools
process and analyse data
record and store information
shareresults
identify the need
objectives are set for what the data analysis will hope to achieve, aims must be clear and well defined
not clearly defining required information or purpose then it could lead to worthlessresults or waste of time for data analysis process
define the scope
restrictions of the project are defined
scopes include: budget, content, detail, timescales/deadlines, and any further constraints
identify the potential sources
project planners must identify a wide range of sources, ensures its unbiased and covers the objective
source and select information
gather information, unsuitable (unreliable) data excluded, planners have to determine accuracy and reliability of any identified sources and select the best
otherwise results may be unreliable as poor quality information can lead to numerous negative consequences
select the most appropriate tools
using data analysis tools
regression analysis - determining relationships
trend analysis - shows patterns overtime
process and analysis data
data has now been collected and inputted into software for further analysis