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Furthermore, the data of respondents who responded to less than 50percentt of all items were not included in the analysis.
Over the weekend, we saw a huge story break about how the analytics firm Cambridge Analytica was involved in what has amounted to a data scandal: an affiliate working with the firm had used an innocuous-looking research survey to in turn tap into the social graphs and the related data of respondents, by way of Facebook's API, netting tens of millions of profiles in the process.
Table 1 shows details of socio demographic data of respondents.
Main demographic data of respondents are summarized in Table 1.
Table 4 includes the demographic data of respondents to the in-person interviews.
Data of respondents who completed only the baseline assessment were also taken into account.
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Descriptive statistics were used to analyze demographic data, characteristics of respondents' living situation in Switzerland and mental health data.
When data accuracy is compared with knowledge of methods of checking data (32% of respondents able to describe one or more methods of checking accuracy), the low accuracy level is further explained.
According to the descriptive data 45% of respondents were between 30 to 40 years old.
According to Compete's data, 45% of respondents indicated they will do their holiday shopping on Cyber Monday, versus 37% who plan to shop on Black Friday.
According to PricewaterhouseCoopers' data, 38% of respondents said they planned to increase security spending, compared with 12% who planned to decrease it.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com