How data analysis depends on quality data collection

By Srikanth 5 Min Read
5 Min Read
How data analysis depends on quality data collection 1

If you want to get the most out of data analysis, then you need to start out with good data. Luckily, data is not as hard to come by as it once was thanks to how connected the average person is to the internet.

People are very forthcoming with offering their opinions and reviews of services and products. This is a vast improvement over the days when people were only likely to speak up if they had a complaint. Now, people offer their opinions even if, they are positive.

Gathering data can be accomplished in many ways. Here are a few examples of the most common methods of collecting data:

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Public data

There is a lot of data out there that is available to everyone. Government agencies spend a lot of time and energy collecting data that can be useful to anyone that needs specific information about a demographic or trend within an area. Industrial statistics and data are often used by competing businesses to help answer questions through analysis. It can take some searching to find the data that you need but accessing public data that is released within a specific industry can be helpful and save a lot of time.

Surveys

When there is an incentive involved, people enjoy filling out surveys. A survey can enable data collection from a specific segment of a population, or it can be used to gather general information. Companies often use surveys to gauge customer response to services or to determine if a potential product or service is likely to be appealing and profitable.

It is amazing what data can offer an analyst. For example, sports betting data has been shown to help people make more informed predictions about which teams or players are likely to come out on top.

Player and team performance statistics and specialized sports data centers can provide information that can be input into software programs that can make predictions based on the exact data you provide. If you have good data, then the odds of picking a winner may be improved.

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Historical data

Many years’ worth of data can help reveal trends that may predict what the future holds. It is important in some cases to look at the big picture. Analyzing large volumes of data is a lot easier now thanks to software programs and computers with massive processing power. Instead of data taking weeks to analyze and pick out trends, computer scientists and analysts can get answers to questions and spotlight patterns and trends quickly.

Focus groups

Focus groups can be used to collect detailed data while allowing participants to offer their unique input and ask questions that can help them offer more precise and accurate data to the researcher. Focus groups help businesses and individuals collect data from participants over time as well. A focus group may offer insight on multiple occasions. For example, they may attend a session and receive a product to test and offer their initial impression on before returning at a later date for another session after testing the product thoroughly.

Data analysis is key to success in any field

No matter what industry you are in, data analysis will play an important role in the success of your company. Collecting good data is the first step. The better your data, the more likely it is that you will be able to get answers to your questions or make accurate predictions. Advances in analysis software will make it easier for the average person to analyze some data on their own, but there is no replacement for experts that are trained to analyze large amounts of data and get you the answers you need.

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