Telegram bot written in R language

[Mst.Rina1R]

Using R in analytical tasks
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Can you give some examples of using the R language from your practice, how are they better than alternative solutions without using R?

As an example, I can say that it is through R that we collect data from a huge number of accounts in services such as Google Analytics, Google Ads, Yandex.Direct, MyTarget. Then, based on the collected data, R searches for anomalies and sends out information digests to responsible specialists and managers.

Data management scheme in the Netpeak agency
Publication by Alexey Seleznev in the corporate blog Netpeak
Another example is a Telegram bot that controls the execution of all tasks on our analytical server; in the event of any failure, we receive a notification and can respond promptly.

Example of a test telegram bot in R
As for alternatives, R already has a large and active community that writes and publishes new packages daily that expand the basic capabilities of the language. Today, you can find a package for almost ecuador telegram any task that will significantly speed up the solution of your task. Packages can be completely different: some are connectors for loading data from various sources, including APIs, others are aimed at building machine learning models, and others are aimed at data visualization.

Many people are used to Excel, but today, firstly, it is inferior in functionality to programming languages, secondly, it is inferior in speed, and besides, it is very limited in the amount of data that it can process. Python can serve as a full-fledged alternative. There are many useless disputes on the Internet about which of them is better, butit's more a matter of habit and taste.

R as an analytical skill
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What are the benefits of the R language? Is it now a required skill or an additional one that will allow you to better compete in the job market?

Judging by the vacancies of analysts, we can say that knowledge of R or Python will soon become mandatory for them. For a marketer, knowledge of programming languages ​​will be a plus. Programming will give a marketer an advantage in the labor market, since he will be able to solve many problems independently.

There is no limit to how much you can improve in any skill. What level of R language proficiency is sufficient for an analyst?