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Overall, the country which has the highest mean annual salary is the United States of America(240,000) Dollars. The second highest country which provides the highest mean salary is Australia(164,926) Dollars. Though India has a higher number of respondents, it has the lowest mean salary of $25,213.We can understand that the mean salary of a developed country is much higher than that of a developing country.
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geographical_text="""
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<div class='analysis-container'>
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<div class='analysis-title'>Analysis: Geographical plot to show number of respondents in each country</div>
The geographical plot shows the number of respondents by country, with the United States having the highest participation. Other countries with significant participation include India, Brazil, and several European nations. The intensity of color represents the number of respondents, with darker shades indicating higher numbers.
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income_gender_text="""
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<div class='analysis-title'>Analysis: Income vs Gender</div>
From the Survey Analysis, more participation has been happened from White or of European Ethnicity.
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The least has been recorded as only 0.16% from Indigenous. The second top survey contributors are from South Asians which is 11.93% of the respondents..
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age_text="""
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<div class='analysis-title'>Analysis: Distribution of respondents based on age</div>
Women participation is extremely low in the STEM field, compared to men. They are even less than 20% of total male population that is dominating the tech industry in almost all the countries.
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education_salary_text="""
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<div class='analysis-title'>Analysis: Education Levels with Salary Levels</div>
As we can see, the respondents who have done Doctorate have the highest mean salary among all other education levels. Secondly, the respondents who have done Bachelors degree have more salary than that of Masters degree holders. This may be due to years of professional coding experience and due to the higher number of respondents in that category than that of Masters degree
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<br>The most interesting is that the respondents who do not have any degree have a mean salary of $90k. This shows the improvement in online learning and advancement of technology that is shifting the company from relying on University degrees.
There are many data scientists who responded to the Stackoverflow survey. Most data scientists are from the US around 1,500-1700 people and it is 3 times higher than data scientists from India. Followed by Germany and the UK with 427 and 339 people respectively. The rest are Canada, France, Netherlands, Brazil, Russia, and Australia which have less than 200 data scientists.
In 2019, the top three countries which have a highest mean annual salary of a data scientist are Ireland (275,851), Luxembourg (272,769), and the USA (265,211). Apart from that, the mean salary of the rest of the countries is less than (200,000) per year. Japan provides the highest mean annual salary among Asian countries (118,969)
In 2019, respondents said that they wanted to work in javascript is around more than 10 % and the fewer respond have a desire to work on VBA next year. People started to work in Haskell, Julia, and pearl in 2019 though the amount was less around 5% of people have the desire to work in those languages in 2021. Here, python is the 2nd one in which people have the desire to work in both 2019 and 2020.
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<br>However, if we look at the big picture, Python has been constantly gaining significant popularity within the developers community for three consequent years, whereas JavaScript is either constant or decling in popularity.
Based on respondents responses the survey concluded that they wanted to work in JavaScript is around more than 10%, and fewer respondents have a desire to work on VBA next year. People started to work in Haskell, Julia, and Pearl in 2019, though the amount was less; around 5% of people have the desire to work in those languages in 2021. Here, Python is the 2nd one in which people have the desire to work in both 2019 and 2020.
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<br>However, if we look at the big picture, Python has been constantly gaining significant popularity within the developer community for three consequent years, whereas JavaScript is either constant or declining in popularity.
There are many data scientists who responded to the Stackoverflow survey. Most data scientists are from the US around 1,500-1700 people and it is 3 times higher than data scientists from India. Followed by Germany and the UK with 427 and 339 people respectively. The rest are Canada, France, Netherlands, Brazil, Russia, and Australia which have less than 200 data scientists.
The top countries which have a highest mean annual salary of a data scientist are South Korea (253,315) in 2018,Ireland (275,851) in 2019, and the USA(118,863) in 2020. Apart from that, the mean salary of the rest of the countries is less than (200,000) per year. Japan provides the highest mean annual salary among Asian countries (118,969)
The top 2 features negatively affecting Job Satisfaction are age, country. So, in the elderly ages, job satisfaction may decrease because of the personal expectation increases. In the same way, as the professional coding years are increasing, satisfaction may decrease.
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Among the countries; most dissatisfied countries are Angolia, Rwanda, Krygyzstan, Sudan.
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UndergradMajor and other Science, are mostly satisfied.
The top three countries which have a highest mean annual salary of a data scientist are provided using the bar graph. Apart from that, the mean salary of the rest of the countries is less than (200,000) per year. Japan provides the highest mean annual salary among Asian countries (118,969)
Full-stack developers have always dominated the respondents, and this year was no different either.
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Backend developers are following the full-stack. From the graph we can easily see that most of the developers are from full-stack developer, with many niche industry still waiting to be tapped into.
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