labor-in-brazil-and-tech: A Jupyter Notebook repository from calilisantos

Welcome to the Labor Market Survey in Brazil based on IBGE (Sidra) data.
- Versão em português aqui
- See in kaggle here
- The aim is to investigate the greater presence of technology sectors in the Brazilian labor market, identifying whether these sectors¹ had an increase in the number and salary of their workers during the sample period².
- For this purpose personal data was collected from the Brazilian Institute of Geography and Statistics (IBGE) (table 5434) and income (table 5442) by group of activities defined by the institute, and the National Consumer Price Index (INPC) table 1736 ), index used to adjust wages in the country.
  - In the first part (Questions), the questions understood as adequate to explore the purpose of the survey are asked.
  - In the second part (Preparation), the step-by-step cleaning and treatment of data is demonstrated.
  - In the third part (Analysis), the data are explored and the main visualizations and measures of the data are presented, seeking to answer the proposed questions.
  - In the fourth and last part (Conclusions) are the considerations about the analysis and its fit with the proposed questions.
- Feel free to explore the notebooks with suggestions for any of the steps.

¹Groups: i.Indústria de transformação, ii. Indústria geral, iii. Informação, comunicação e atividades financeiras, imobiliárias, profissionais e administrativas.

The values of the activity group "Atividades mal definidas"

²Quarterly data from the first quarter of 2012 to the first quarter of 2023.

Questions:

1. Is there a growth in the number of professionals in the predominantly technological sectors?

1.1. Is this growth greater than in other sectors?

2. Is there a growth in salaries for professionals in technology sectors?

2.1. Is this growth greater than in other sectors?

2.2. Considering inflation, does this scenario hold?

Preparation, Analysis and Conclusions in the data_and_notebooks directory. (labor-in-brazil-2012-2023.ipynb had the english version.)

calilisantos/labor-in-brazil-and-tech

Welcome to the Labor Market Survey in Brazil based on IBGE (Sidra) data.

Versão em português aqui

See in kaggle here

The aim is to investigate the greater presence of technology sectors in the Brazilian labor market, identifying whether these sectors¹ had an increase in the number and salary of their workers during the sample period².

For this purpose personal data was collected from the Brazilian Institute of Geography and Statistics (IBGE) (table 5434) and income (table 5442) by group of activities defined by the institute, and the National Consumer Price Index (INPC) table 1736 ), index used to adjust wages in the country.

In the first part (Questions), the questions understood as adequate to explore the purpose of the survey are asked.

In the second part (Preparation), the step-by-step cleaning and treatment of data is demonstrated.

In the third part (Analysis), the data are explored and the main visualizations and measures of the data are presented, seeking to answer the proposed questions.

In the fourth and last part (Conclusions) are the considerations about the analysis and its fit with the proposed questions.

Feel free to explore the notebooks with suggestions for any of the steps.

¹Groups: i.Indústria de transformação, ii. Indústria geral, iii. Informação, comunicação e atividades financeiras, imobiliárias, profissionais e administrativas.

The values of the activity group "Atividades mal definidas"

²Quarterly data from the first quarter of 2012 to the first quarter of 2023.

Questions:

1. Is there a growth in the number of professionals in the predominantly technological sectors?

1.1. Is this growth greater than in other sectors?

2. Is there a growth in salaries for professionals in technology sectors?

2.1. Is this growth greater than in other sectors?

2.2. Considering inflation, does this scenario hold?

Preparation, Analysis and Conclusions in the data_and_notebooks directory. (labor-in-brazil-2012-2023.ipynb had the english version.)

calilisantos/labor-in-brazil-and-tech

Welcome to the Labor Market Survey in Brazil based on IBGE (Sidra) data.

Versão em português aqui

See in kaggle here

The aim is to investigate the greater presence of technology sectors in the Brazilian labor market, identifying whether these sectors¹ had an increase in the number and salary of their workers during the sample period².

For this purpose personal data was collected from the Brazilian Institute of Geography and Statistics (IBGE) (table 5434) and income (table 5442) by group of activities defined by the institute, and the National Consumer Price Index (INPC) table 1736 ), index used to adjust wages in the country.

In the first part (Questions), the questions understood as adequate to explore the purpose of the survey are asked.

In the second part (Preparation), the step-by-step cleaning and treatment of data is demonstrated.

In the third part (Analysis), the data are explored and the main visualizations and measures of the data are presented, seeking to answer the proposed questions.

In the fourth and last part (Conclusions) are the considerations about the analysis and its fit with the proposed questions.

Feel free to explore the notebooks with suggestions for any of the steps.

¹Groups: i.Indústria de transformação, ii. Indústria geral, iii. Informação, comunicação e atividades financeiras, imobiliárias, profissionais e administrativas.

The values ​​of the activity group "Atividades mal definidas"

²Quarterly data from the first quarter of 2012 to the first quarter of 2023.

Questions:

1. Is there a growth in the number of professionals in the predominantly technological sectors?

1.1. Is this growth greater than in other sectors?

2. Is there a growth in salaries for professionals in technology sectors?

2.1. Is this growth greater than in other sectors?

2.2. Considering inflation, does this scenario hold?

Preparation, Analysis and Conclusions in the data_and_notebooks directory. (labor-in-brazil-2012-2023.ipynb had the english version.)

The values of the activity group "Atividades mal definidas"