News reporting agencies often want to find the public’s opinion on current events. One particular agency is considering two different strategies to collect this data by collecting responses to online surveys. The two strategies are outlined below.Strategy One:1. Uses a database to store all of the survey responses2. Stores some data as text and some data as numbers3. Will track extra information about the survey taker that won’t be publicly visibleStrategy Two1. Uses a single spreadsheet to store all of the survey responses2. Stores all data as numbers3. Will not track any information other than the survey responsesWhich of the following statements is the most accurate comparison of these strategies?Strategy One will make it easier to sort and filter the data, while Strategy Two will make it easier to graph the dataStrategy One will cause problems because of the mixed data types, while Strategy Two will make it very easy to find specific data.Strategy One will allow the agency to conclude more about the public’s opinion because it tracks extra metadata, while Strategy Two will make it hard to find trends and access particular pieces of the data.Strategy One will require less cleaning and manipulation of the data, while Strategy Two will require a significant amount of extra computation to use the data.
Question
News reporting agencies often want to find the public’s opinion on current events. One particular agency is considering two different strategies to collect this data by collecting responses to online surveys. The two strategies are outlined below.Strategy One:1. Uses a database to store all of the survey responses2. Stores some data as text and some data as numbers3. Will track extra information about the survey taker that won’t be publicly visibleStrategy Two1. Uses a single spreadsheet to store all of the survey responses2. Stores all data as numbers3. Will not track any information other than the survey responsesWhich of the following statements is the most accurate comparison of these strategies?Strategy One will make it easier to sort and filter the data, while Strategy Two will make it easier to graph the dataStrategy One will cause problems because of the mixed data types, while Strategy Two will make it very easy to find specific data.Strategy One will allow the agency to conclude more about the public’s opinion because it tracks extra metadata, while Strategy Two will make it hard to find trends and access particular pieces of the data.Strategy One will require less cleaning and manipulation of the data, while Strategy Two will require a significant amount of extra computation to use the data.
Solution
The most accurate comparison of these strategies is: Strategy One will allow the agency to conclude more about the public’s opinion because it tracks extra metadata, while Strategy Two will make it hard to find trends and access particular pieces of the data.
This is because Strategy One not only stores the survey responses, but also additional information about the survey taker that isn't publicly visible. This extra metadata can provide valuable context and deeper insights into the public's opinion on current events.
On the other hand, Strategy Two only stores the survey responses and does not track any additional information. This could make it more difficult to identify trends or access specific data, as there is less context and information to work with.
It's also worth noting that the choice between storing data in a database (Strategy One) versus a single spreadsheet (Strategy Two) could have implications for data management and analysis. Databases are generally more powerful and flexible for handling large amounts of data, while spreadsheets might be simpler to use but could become unwieldy with large data sets.
The choice between storing some data as text and some as numbers (Strategy One) versus storing all data as numbers (Strategy Two) could also impact the types of analysis that can be performed. Text data can provide qualitative insights, but is more difficult to analyze statistically than numerical data.
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