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Data is difficult to integrate with each other

Posted: Wed Jan 22, 2025 3:13 am
by hasibaakterss3309
Each platform may provide information in its own format. This requires additional work to convert the data into a common format for use in marketing campaigns. Example: VKontakte provides statistics in JSON format, and Google Ads - in CSV. To analyze and use this data together, it is necessary to convert them into a single format.

If you have to do this manually, then you should think about using services that provide summary statistics for different sites.

8. To show a beautiful report to the client, you bulgaria telegram number database need to “dance with a tambourine”
If you need to go to Power Point, Google Docs or Figma to send statistics to a customer or investor, it's time to change something. Modern business services allow you to format data into dashboards with infographics in a couple of clicks.

Here is an example of a report page that click.ru automatically generates based on the data in the account. Dynamics, numbers, infographics:

10 Signs It's Time to Rethink Your Data Collection and Analysis System


Data security is not only a matter of privacy. User information leaks, click fraud, bot attacks can directly affect the effectiveness of advertising. Such things need to be monitored and eliminated in a timely manner.

It is impossible to protect yourself from cyberattacks manually: you need to monitor large amounts of data in real time. But modern services can automatically detect suspicious activity, block access to bots and robots, and filter traffic.