Soccer Teams Lost Their Home Advantage

The corona crisis affects our daily lives in ways that we previously never thought possible. A couple of weeks ago, the Belgian first division soccer teams played their first games of the new season. After only four games, it is already painstakingly clear that the corona crisis also affects soccer competitions. What follows is a brief analysis of the impact of the corona crisis on soccer games.

As data scientists and statisticians, we are constantly performing experiments and testing hypotheses. Most of the time, we have to accept certain limitations to our experiments. It only happens occasionally that we are given the opportunity to work with a so-called natural experiment.

natural experiment is an empirical study in which individuals (or clusters of individuals) are exposed to the experimental and control conditions that are determined by nature or by other factors outside the control of the investigators.

- Wikipedia

The corona crisis can be seen as a natural experiment to test the impact of soccer fans on the outcome of the games. The previous season (2019–2020) of the Belgian first division was stopped after the pandemic reached Belgium. Almost all games were completed with a stadium full of supporters. The first four games of the current season (2020–2021) were completed without supporters.

By using the corona crisis as a natural experiment, we can answer the following question:

Would removing all fans from the stadium impact the home advantage of soccer teams?


Let’s have a look at the data

For this project, I make use of two different datasets that were both downloaded from football-data-co.uk. One dataset contains all the game results for the Belgian first division season 2019–2020, the second dataset contains the results for the 2020–2021 season (so far). Both datasets are combined.

Image for post

The data that was downloaded from the database — Image by author

Besides the information shown above, the dataset contains much more information about the games. For this project, we only need the FTHG (amount of home goals scored), FTAG (amount of away goals scored), FTR (the result of the game), and the date of the game.

Two features are engineered:

  1. HomeTeamWon: indicator variable equal to one when the home team won the game;
  2. Year_2020: indicator variable equal to one when the game was played in the season 2020–2021

#sports #soccer #statistics #data-science #analytics

What is GEEK

Buddha Community

Soccer Teams Lost Their Home Advantage
Chet  Lubowitz

Chet Lubowitz

1595429220

How to Install Microsoft Teams on Ubuntu 20.04

Microsoft Teams is a communication platform used for Chat, Calling, Meetings, and Collaboration. Generally, it is used by companies and individuals working on projects. However, Microsoft Teams is available for macOS, Windows, and Linux operating systems available now.

In this tutorial, we will show you how to install Microsoft Teams on Ubuntu 20.04 machine. By default, Microsoft Teams package is not available in the Ubuntu default repository. However we will show you 2 methods to install Teams by downloading the Debian package from their official website, or by adding the Microsoft repository.

Install Microsoft Teams on Ubuntu 20.04

1./ Install Microsoft Teams using Debian installer file

01- First, navigate to teams app downloads page and grab the Debian binary installer. You can simply obtain the URL and pull the binary using wget;

$ VERSION=1.3.00.5153
$ wget https://packages.microsoft.com/repos/ms-teams/pool/main/t/teams/teams_${VERSION}_amd64.deb

#linux #ubuntu #install microsoft teams on ubuntu #install teams ubuntu #microsoft teams #teams #teams download ubuntu #teams install ubuntu #ubuntu install microsoft teams #uninstall teams ubuntu

Aditya Goswami

Aditya Goswami

1613637410

How To Hire Dedicated Software Development Team

We all have been agreeing that we need to take the help of top talent to fulfill the requirements of our complex tasks at some business point. Sometimes, your in-housing team fails to match client’s requirements, or we can say market needs. At that moment, you need to take one step forward and hire dedicated software development team to match the client’s requirements and market trends. Before going ahead, take a look at the dedicated development team model.

When you are going to do a partnership with a software development company, a dedicated software development team is one method. On the other hand, fixed price and time are other models. Every model has its uniqueness, benefits, and drawbacks. Let’s talk about a dedicated development team.

When clients look for a dedicated team for software development, they want to hire a team of developers to fulfill the tasks of the complex project. That team of developers collaborates with the in-housing squad, although they work remotely. They take responsibility for the project and try to make the project successful. They dedicate themselves to match all requirements of the project in the market or the latest trends.

How To Hire Dedicated Software Development Team

Dedicated software development team - Talents

  • Backend and frontend developers
  • Project manager
  • Business analysts
  • DevOps
  • UX/UI designers
  • Quality assurance engineers

When hiring a development team is a Good Choice?

  • When you have some complex project, and the in-housing team is inexperienced.

  • When you don’t have a resource of the dedicated web development team to match the complexity of your projects.

  • When you want to take your business to the next level in terms of client satisfaction and expertise.

  • When you have multiple projects aligned with the same deadlines, a software development dedicated team is an excellent choice to go with.

  • When you don’t have enough time to hire a team of developers for your in-house.

  • When you expand your business with a dedicated software development team, they take care of your specific needs and reach out to all the possible and desired objectives.

Benefits of outsourcing a dedicated team

Because of the following reasons, you need to hire development teams for your business.

Cost-effectiveness
When looking for a dedicated development team for hire, you do not require to spend your valuable time hiring IT specialists individually and forming a team. You also not needed to build an infrastructure for them. They will work remotely with their resources, so there is no additional cost. They can start working on your project by the time you hire dedicated team, and there is no delay or settlement needed.

Focus on the projec

The software dedicated development team you hire does the work for only your project during the set time period. So, their full focus is solely on your project.
You can also check the work process and get updates regarding your project regularly. This collaboration takes your project to the next level and provides the best satisfaction to the clients.

Flexible approach

A dedicated development team is the best choice for large-scale projects. It gives you one benefit: if you require more developers between the projects or want to cut down your team size, you can do it. Dedicated developers are very flexible; they take any issues and react to get the best output accordingly.

Maximum effect and speed

They understand your business goals and understand the importance of matching deadlines. They keep track of work progress, so they can give you the reports of completed tasks and future outlines if you ask. You will get maximum efficiency and high speed with a dedicated team for software development.

After knowing the advantages of developers outsourcing dedicated teams, we are now going to look at how to hire dedicated software development team.

How to hire dedicated software development team?

Hire a development team for your organization is a stressful task for organizations as you need to focus on several factors. I know it is a crucial task for your organization, but stress, you do not need to think about. A few ways are available to hire a dedicated software development team for your organization, like finding them from Google organic search or B2B portals.

Narrowing down your search, and select partner through:

  • Google top 10 result
  • B2B portal (Clutch)
  • Freelance workplaces (Upwork)
  • StackOverflow
  • GitHub

How to Set-up, a dedicated software development team?

After choosing your offshore partner, now it’s time to follow the process for setting up your dedicated development team.

Well-defined business objectives are needed.

You need to explain all your business requirements, including the deadline and desired workflow you wanted, development team size, and type of expertise you require.

**Assembling the team **

Individual hiring can take one or more months, but with a dedicated team model, you bring your team to your work within one week.

Talent selection

After finding a dedicated team, selected the best-qualified team for your project with factors like expertise, efficiency, tech skill, English fluency, and other aspects of your project.

Integrating the team

After selecting the team based on your skills requirements, the group joins the project in progress quickly. Now, we can say business owners take the best step to get a business boost soon in the market.

Criteria that you need to look at while hiring a dedicated team.

With this model, you hire a development team and start working on your project like your in-housing team. For making any product successful, you must have to look for the right developers and team members. Here we will look at a few criteria you need to keep in mind while hiring a dedicated development team.

Portfolio: Take note that whether the team you are hiring is proved the portfolio or not

Reviews: Take a look at the reviews of that dedicated team.

Skillset: Make sure the dedicated team matches all the skills you require.

Language: Take note that the dedicated team has a good command of language.

Cost: Make sure the decided price is not beyond your budget.

The number of members: Based on your project deadline, decide the number of developers you require.

Wrapping Up

Being a business person, everyone wants the best for their business. No one wants their business to perform poorly and not be able to fulfill the market requirements. If your business is going in the wrong direction, it is time for you to call a dedicated team to lift your business up.

#dedicated software development team #hire dedicated software development team #software development dedicated team #dedicated team for software development #hire dedicated development team #hire development team

Soccer Teams Lost Their Home Advantage

The corona crisis affects our daily lives in ways that we previously never thought possible. A couple of weeks ago, the Belgian first division soccer teams played their first games of the new season. After only four games, it is already painstakingly clear that the corona crisis also affects soccer competitions. What follows is a brief analysis of the impact of the corona crisis on soccer games.

As data scientists and statisticians, we are constantly performing experiments and testing hypotheses. Most of the time, we have to accept certain limitations to our experiments. It only happens occasionally that we are given the opportunity to work with a so-called natural experiment.

natural experiment is an empirical study in which individuals (or clusters of individuals) are exposed to the experimental and control conditions that are determined by nature or by other factors outside the control of the investigators.

- Wikipedia

The corona crisis can be seen as a natural experiment to test the impact of soccer fans on the outcome of the games. The previous season (2019–2020) of the Belgian first division was stopped after the pandemic reached Belgium. Almost all games were completed with a stadium full of supporters. The first four games of the current season (2020–2021) were completed without supporters.

By using the corona crisis as a natural experiment, we can answer the following question:

Would removing all fans from the stadium impact the home advantage of soccer teams?


Let’s have a look at the data

For this project, I make use of two different datasets that were both downloaded from football-data-co.uk. One dataset contains all the game results for the Belgian first division season 2019–2020, the second dataset contains the results for the 2020–2021 season (so far). Both datasets are combined.

Image for post

The data that was downloaded from the database — Image by author

Besides the information shown above, the dataset contains much more information about the games. For this project, we only need the FTHG (amount of home goals scored), FTAG (amount of away goals scored), FTR (the result of the game), and the date of the game.

Two features are engineered:

  1. HomeTeamWon: indicator variable equal to one when the home team won the game;
  2. Year_2020: indicator variable equal to one when the game was played in the season 2020–2021

#sports #soccer #statistics #data-science #analytics

Elena Evans

Elena Evans

1621674042

5 Pocket-Friendly Essentials You All Need to Create A Home Gym

“Why should I create a home gym? I am fit and fine then why I need a home gym setup?”

During this pandemic, Thousands of people are working from home, and In such a situation, health has become the priority of all of them. Not only working employees but the health of other family members are important. The easiest way to maintain your health and fitness is to create a home gym.

A home gym is a remedy that can save the cost of your heavy gym membership. If you have a spare room then you are a lucky person where you can set up a home gym. In this blog, I will let you know about the 5 essentials that you all need to create a home gym.

Why Create Home Gym?

Save your time to go the gym
Save the money on your gym membership
One time investment
Keep your body fit and maintained
Helps to maintain hygiene
Helps to lose belly fat
No time-bound and more.

In our busy lives, a home gym could be a boon for all of us, and in this corona war, Eazyro has come up with a set of home gym equipment and home gym machines.

5 Essentials to Create A Home Gym

Dumbbells

Dumbbells play a very important role in the gym. Whether you want to lose weight or want to strengthen your muscles, dumbbells are one of the most ingenious parts of equipment you can add to a home gym. Dumbbells set with a rack has come up in a variety of weight, you can choose as per the need of your body weight.

Barbell

With a barbell set, your dumbbells and barbell sets will get complete. A barbell weight set helps to gain strength in your muscles. The combination of dumbbells and barbell make your home gym complete.

Electric Treadmill

From ancient time, walk and running both are considered as the best exercise that keeps your brain and heart-healthy. Through electric treadmills, you can run and walk in your own house, it overcomes the stress of weather conditions and makes your morning healthy.

Skipping Rope

With skipping rope, we all have our childhood memories. This is not surprising that skipping rope is a fantastic cardio and coordination tool. It will give an experience of a full-body workout. It helps to stabilize your legs, hands, mind, upper body for jumping.

Pull Up Bar

Pull-ups are an excellent way to strengthen your upper body and keep it more healthy. My personal trainer and other professional trainers always recommend pulling bars in the gym essentials.

Conclusion

A home gym is a place that is a one-time and long-time investment. I think people should care about their physical fitness during this pandemic. If you are looking to buy home gym equipment, exercise machines for home, or cardio machines for home, but only at Eayro which is the best platform that has home gym types of equipment available at affordable prices.

#home gym equipment #home gym machine #exercise machine for home #home gym equipment for sale #cardio machines for home

The Truth About Keto Advantage Keto Burn 'Shark Tank' and Keto Diet Pills

Upon research, it was seen that ketosis is around ninety wonderful viable for weight reduction. However, the issues were that ketosis through the eating regimen technique yields results gradually, and this is a significant issue for restless individuals, who long for quicker and almost noticeable outcomes. This item called Keto Advantage Keto Burnhas handled this deficiency in keto, and utilizing progressed kind of techniques has affixed up the entire cycle. The depiction in regards to every part of it has been appropriately composed with legitimate clarification in this article that follows as under.

Official Website:- https://supplementstree.com/keto-advantage-keto-burn/

Source:- https://www.bignewsnetwork.com/news/269904386/keto-burn-shark-tank-fully-natural-ketogenic-diet-to-burnfat

#keto advantage keto burn #keto burn advantage #keto advantage keto burn shark tank #keto advantage keto burn reviews #keto advantage