cleaning tags and adding keywords

devmedeiros · Mar 24, 2024 · e01fa4d · e01fa4d
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diff --git a/content/en/post/alura-challenge-bi-2.md b/content/en/post/alura-challenge-bi-2.md
@@ -3,7 +3,8 @@ title: Alura Challenge BI 2
 date: 2022-06-30 19:23:00 -0300
 lastmod: 2023-11-05 19:35:00 -0300
 categories: [Blog]
-tags: [data visualization, dashboard, powerbi, SQL, business intelligence]
+keywords: [data visualization, dashboard, powerbi, SQL, business intelligence, bi, alura, power bi]
+tags: [Data Visualization, Power BI, SQL]
 summary: Alura hosted a four-week Challenge BI, where participants needed to make 3 dashboards
 showtoc: true
 cover:

diff --git a/content/en/post/amazon-top-50-books.md b/content/en/post/amazon-top-50-books.md
@@ -2,7 +2,8 @@
 title: EDA Amazon Top 50 Bestselling Books
 date: 2021-12-28 14:55:00 -0300
 categories: [Blog]
-tags: [python, data visualization, data analysis, EDA]
+keywords: [python, data visualization, data analysis, eda]
+tags: [Python, Data Visualization, Data Analysis]
 summary: Exploratory Data Analysis of Amazon's top 50 bestselling books 2009 - 2019
 aliases:
 - 2021-12-28-amazon-top-50-books

diff --git a/content/en/post/anomaly-detection.md b/content/en/post/anomaly-detection.md
@@ -2,7 +2,8 @@
 title: What is Anomaly Detection?
 date: 2023-07-09 16:32:00 -0300
 categories: [Blog]
-tags: [anomaly detection, fraud detection, outliers, class imbalance, data analysis, machine learning]
+keywords: [anomaly detection, fraud detection, outliers, class imbalance, data analysis, machine learning]
+tags: [Data Analysis, Machine Learning]
 showtoc: false
 summary: How can your credit card issuer know if a purchase is made by you or a cloned version of your credit card?
 cover:

diff --git a/content/en/post/blackjack-simulation.md b/content/en/post/blackjack-simulation.md
@@ -2,7 +2,8 @@
 title: Blackjack Simulation
 date: 2021-10-24 20:43:00 -0300
 categories: [Blog]
-tags: [R, simulation, shiny, ggplot]
+keywords: [R, simulation, shiny, ggplot]
+tags: [R, Shiny]
 summary: A blackjack simulation using R and Shiny, you can run a single game with p players, d decks, n times
 aliases:
 - 2021-10-24-blackjack-simulation

diff --git a/content/en/post/case-study-analytics-engineer.md b/content/en/post/case-study-analytics-engineer.md
@@ -3,7 +3,8 @@ title: Case Study Analytics Engineer
 date: 2022-08-23 22:57:00 -0300
 lastmod: 2022-08-27 10:54:00 -0300
 categories: [Blog, Projects]
-tags: [analytics engineer, case, KPI, data analysis, data engineering, data manipulation, python, SQL]
+keywords: [analytics engineer, case, kpi, data analysis, data engineering, data transformation, python, sql]
+tags: [Data Analysis, Data Engineering, Python, SQL]
 showtoc: true
 summary: Project exploring common tasks an Analytics Engineer needs to perform on a daily day.
 cover:

diff --git a/content/en/post/choose-the-best-graph.md b/content/en/post/choose-the-best-graph.md
@@ -2,7 +2,8 @@
 title: Making Better Graphs
 date: 2022-11-15 08:01:00 -0300
 categories: [Blog]
-tags: [data visualization, business intelligence, storytelling, review, ethic]
+keywords: [data visualization, business intelligence, storytelling, review, ethic, bi]
+tags: [Data Visualization, Storytelling, Review]
 summary: Choosing the best graph or plot can be a hard task, but it doesn't need to be.
 cover:
     image: "https://ik.imagekit.io/devmedeiros/graph-choosing_T2RxECo-q.webp?tr=w-700"

diff --git a/content/en/post/churn-rate-challenge.md b/content/en/post/churn-rate-challenge.md
@@ -3,7 +3,8 @@ title: Data Science Challenge - Churn Rate
 date: 2022-05-30 16:49:00 -0300
 lastmod: 2022-06-09 18:08:00 -0300
 categories: [Blog]
-tags: [storytelling, python, data analysis, machine learning, neural network, class imbalance]
+keywords: [storytelling, python, data analysis, machine learning, neural network, class imbalance]
+tags: [Storytelling, Python, Data Analysis, Machine Learning]
 showtoc: true
 summary: Alura hosted a four-week Data Science Challenge using an imbalanced dataset of Churn Rate of a company Alura Voz
 aliases:

diff --git a/content/en/post/comprehending-the-p-value.md b/content/en/post/comprehending-the-p-value.md
@@ -2,7 +2,8 @@
 title: Comprehending the P Value
 date: 2022-04-12 17:58:00 -0300
 categories: [Blog]
-tags: [statistic, p value]
+keywords: [statistic, p value]
+tags: [Statistic]
 showtoc: true
 summary: P-value definition, how to use it, and interpreting the measurement
 aliases:

diff --git a/content/en/post/credit-score-classification-app.md b/content/en/post/credit-score-classification-app.md
@@ -2,7 +2,8 @@
 title: Credit Score Classification App
 date: 2022-08-08 17:17:00 -0300
 categories: [Projects]
-tags: [python, streamlit, pickle, machine learning, credit score, app, data visualization, data science, random forest]
+keywords: [python, streamlit, pickle, machine learning, credit score, app, data visualization, data science, random forest]
+tags: [Python, Streamlit, Machine Learning, Data Visualization, Data Science]
 showtoc: true
 summary: Using Streamlit to make a web app that classifies your credit score using Python
 cover:

diff --git a/content/en/post/data-cleaning-credit-score.md b/content/en/post/data-cleaning-credit-score.md
@@ -2,7 +2,8 @@
 title: Cleaning Credit Score Classification Dataset
 date: 2022-07-24 13:06:00 -0300
 categories: [Blog]
-tags: [data cleaning, python, pandas, tutorial, kaggle, numpy, credit score, classification]
+keywords: [data cleaning, python, pandas, tutorial, kaggle, numpy, credit score, classification]
+tags: [Data Cleaning, Python, Tutorial]
 showtoc: true
 summary: How to come up with ways to clean a dataset using Python
 cover:

diff --git a/content/en/post/data-table.md b/content/en/post/data-table.md
@@ -2,7 +2,8 @@
 title: An Overview on data.table R Package
 date: 2021-10-27 09:41:00 -0300
 categories: [Blog]
-tags: [R, data.table, data manipulation, data transformation]
+keywords: [R, data.table, data manipulation, data transformation, tutorial]
+tags: [R, Tutorial, Data Transformation]
 summary: One of the fastest packages for data manipulation on R
 aliases:
 - 2021-10-27-data-table

diff --git a/content/en/post/ethics-data-science.md b/content/en/post/ethics-data-science.md
@@ -2,7 +2,8 @@
 title: Ethics in Data Science
 date: 2022-10-01 16:14:00 -0300
 categories: [Blog]
-tags: [ethic, data science, privacy, scraping, bias]
+keywords: [ethic, data science, privacy, scraping, bias]
+tags: [Data Science, Scraping]
 showtoc: true
 summary: Data Science is an exciting field, but it's also full of ethical dilemmas.
 cover:

diff --git a/content/en/post/fakenews-sentiment.md b/content/en/post/fakenews-sentiment.md
@@ -2,7 +2,8 @@
 title: Sentiment Analysis of Fake News vs Real News
 date: 2021-10-12 19:47:00 -0300
 categories: [Blog]
-tags: [data science, R, sentiment analysis, NLP, ggplot, storytelling]
+keywords: [data science, R, sentiment analysis, NLP, ggplot, storytelling]
+tags: [Data Science, R, NLP, Storytelling]
 summary: Sentiment Analysis comparing Fake News and Real News using R
 aliases:
 - 2021-10-12-fakenews-sentiment

diff --git a/content/en/post/feature-selection.md b/content/en/post/feature-selection.md
@@ -2,7 +2,8 @@
 title: Feature Selection
 date: 2022-06-14 19:23:00 -0300
 categories: [Blog]
-tags: [feature selection, scikit-learn]
+keywords: [feature selection, scikit-learn]
+tags: [Tutorial]
 showtoc: true
 summary: Defining feature selection and showing how you can select features in Machine Learning
 aliases:

diff --git a/content/en/post/how-to-use-word-clouds.md b/content/en/post/how-to-use-word-clouds.md
@@ -2,7 +2,8 @@
 title: How to use Word clouds?
 date: 2023-04-04 22:30:00 -0300
 categories: [Blog]
-tags: [word cloud, data visualization, stopwords, NPS, storytelling]
+keywords: [word cloud, data visualization, stopwords, NPS, storytelling]
+tags: [Data Visualization, Storytelling]
 showtoc: true
 summary: Word clouds are a popular data visualization tool for analyzing texts, but they need to be presented clearly for the message to be understood.
 cover:

diff --git a/content/en/post/keeping-up-machine-learning.md b/content/en/post/keeping-up-machine-learning.md
@@ -2,7 +2,8 @@
 title: Keeping Up with the Latest in Machine Learning Models
 date: 2023-10-03 20:51:00 -0300
 categories: [Blog]
-tags: [machine learning, model, knowledge, learning, review]
+keywords: [machine learning, model, knowledge, learning, review]
+tags: [Machine Learning, Review]
 showtoc: false
 summary: How to keep up with the latest discoveries in Machine Learning Models and academic research.
 cover:

diff --git a/content/en/post/like-button-static-website-lyket.md b/content/en/post/like-button-static-website-lyket.md
@@ -2,7 +2,8 @@
 title: "How to Add Like/Clap Buttons on your Static Website with Lyket"
 date: 2023-08-05 07:30:00 -0300
 categories: [Blog]
-tags: [tutorial, like button, clap button, static site, medium clap, twitter heart, lyket, hugo, jekyll]
+keywords: [tutorial, like button, clap button, static site, medium clap, twitter heart, lyket, hugo, jekyll]
+tags: [Tutorial, Hugo]
 showtoc: true
 summary: Learn how to add a like/clap button to your static website using Lyket.
 cover:

diff --git a/content/en/post/multivariate-analysis.md b/content/en/post/multivariate-analysis.md
@@ -2,7 +2,8 @@
 title: "Multivariate Analysis for Data Science"
 date: 2024-02-05 22:32:00 -0300
 categories: [Blog]
-tags: [statistics, multivariate analysis, knowledge, data science]
+keywords: [statistics, multivariate analysis, data science]
+tags: [Statistic, Data Science]
 showtoc: true
 summary: The two most important multivariate analysis techniques for data science.
 cover:

diff --git a/content/en/post/navigating-data-testing.md b/content/en/post/navigating-data-testing.md
@@ -2,7 +2,8 @@
 title: "Navigating Data Testing"
 date: 2023-11-20 18:45:00 -0300
 categories: [Blog]
-tags: [data testing, database, great expectations, assertr, analytics engineer, data engineering, SQL]
+keywords: [data testing, database, great expectations, assertr, analytics engineer, data engineering, SQL]
+tags: [Data Engineering, SQL]
 showtoc: true
 summary: What is Data Testing and why you should care about it?
 cover:

diff --git a/content/en/post/podcast-review-mlg.md b/content/en/post/podcast-review-mlg.md
@@ -2,7 +2,8 @@
 title: Podcast Review - Machine Learning Guide
 date: 2022-01-24 18:15:00 -0300
 categories: [Blog]
-tags: [podcast, review]
+keywords: [podcast, review, machine learning]
+tags: [Review, Machine Learning]
 summary: A review about the podcast Machine Learning Guide
 aliases:
 - 2022-01-24-podcast-review-mlg

diff --git a/content/en/post/seaborn-package-guide.md b/content/en/post/seaborn-package-guide.md
@@ -2,7 +2,8 @@
 title: Python seaborn Package Guide
 date: 2021-11-07 15:14:00 -0300
 categories: [Blog]
-tags: [python, seaborn, data visualization, pandas]
+keywords: [python, seaborn, data visualization, pandas]
+tags: [Python, Data Visualization]
 summary: A simple guide on how to make basic plots using the seaborn package from Python
 aliases:
 - 2021-11-07-seaborn-package-guide

diff --git a/content/en/post/sql-california-traffic.md b/content/en/post/sql-california-traffic.md
@@ -2,7 +2,8 @@
 title: Have COVID Impacted California Traffic Collisions?
 date: 2021-11-02 17:14:00 -0300
 categories: [Blog]
-tags: [SQL, R, data analysis, statistic, database, traffic, collision, california, COVID]
+keywords: [SQL, R, data analysis, statistic, database, traffic, collision, california, COVID]
+tags: [SQL, R, Data Analysis, Statistic]
 summary: Using SQL to analyze if COVID impacted California Traffic Collisions
 aliases:
 - 2021-11-02-sql-california-traffic

diff --git a/content/en/post/sqlite-database-github-actions.md b/content/en/post/sqlite-database-github-actions.md
@@ -3,7 +3,8 @@ title: "How to Use SQLite Database with Github Actions"
 date: 2023-05-31 21:54:00 -0300
 lastmod: 2024-03-11 22:29:00 -0300
 categories: [Blog]
-tags: [github, gitlab, github actions, ci/cd, sqlite, database, scraping, python, tutorial, SQL, git]
+keywords: [github, gitlab, github actions, ci/cd, sqlite, database, scraping, python, tutorial, SQL, git]
+tags: [CI/CD, Scraping, Python, Tutorial, SQL]
 showtoc: true
 summary: Discover a free alternative to cloud engines for data scraping on GitHub Actions!
 cover:

diff --git a/content/en/post/storytelling-with-ceap.md b/content/en/post/storytelling-with-ceap.md
@@ -2,7 +2,8 @@
 title: Storytelling with CEAP
 date: 2022-04-17 10:08:00 -0300
 categories: [Blog]
-tags: [storytelling, data science, data visualization, data analysis]
+keywords: [storytelling, data science, data visualization, data analysis]
+tags: [Storytelling, Data Science, Data Visualization, Data Analysis]
 showtoc: true
 summary: The storytelling of how much each deputy/senator spends in Brazil
 aliases:

diff --git a/content/en/post/unlocking-machine-learning.md b/content/en/post/unlocking-machine-learning.md
@@ -2,7 +2,8 @@
 title: "Is Machine Learning Necessary for Your Business?"
 date: 2023-05-20 19:46:00 -0300
 categories: [Blog]
-tags: [machine learning, ML, business, data-driven, clean data, decision-making, efficiency, data pipeline, data science, AI]
+keywords: [machine learning, ML, business, data-driven, clean data, decision-making, efficiency, data pipeline, data science, AI]
+tags: [Machine Learning, Data Science]
 showtoc: true
 summary: Find out if the use of machine learning is essential in all business cases. Evaluate benefits and limitations.
 cover:

diff --git a/content/en/post/using-ai-in-your-favor.md b/content/en/post/using-ai-in-your-favor.md
@@ -2,7 +2,8 @@
 title: How to use AI in your favor?
 date: 2023-01-26 20:33:00 -0300
 categories: [Blog]
-tags: [AI, artificial intelligence, chatgpt, NLP, opencv]
+keywords: [AI, artificial intelligence, chatgpt, NLP, opencv]
+tags: [NLP]
 showtoc: false
 summary: How to use AI tools, like ChatGPT, in your favor.
 cover:

diff --git a/content/en/post/ux-power-bi-dashboards.md b/content/en/post/ux-power-bi-dashboards.md
@@ -3,7 +3,8 @@ title: UX/UI for Business Intelligence Dashboards
 date: 2022-04-29 11:14:00 -0300
 lastmod: 2022-07-01 16:14:00 -0300
 categories: [Blog]
-tags: [UX, dashboard, powerbi, data visualization, business intelligence, storytelling, figma]
+keywords: [UX, dashboard, powerbi, data visualization, business intelligence, storytelling, figma]
+tags: [Power BI, Data Visualization, Storytelling]
 showtoc: true
 summary: Defining UX/UI in the context of Bussiness Intelligence for Dashboards with examples
 aliases:

diff --git a/content/en/post/what-is-sql.md b/content/en/post/what-is-sql.md
@@ -2,7 +2,8 @@
 title: What is SQL?
 date: 2023-03-07 20:02:00 -0300
 categories: [Blog]
-tags: [SQL, tutorial, database, oracle, postgre, postgresql]
+keywords: [SQL, tutorial, database, oracle, postgre, postgresql]
+tags: [SQL, Tutorial]
 showtoc: false
 summary: SQL stands for Structured Query Language. A query language is a specialized programming language that you can use to search and change the contents of a database.
 cover:

diff --git a/content/pt/post/alura-challenge-bi-2.md b/content/pt/post/alura-challenge-bi-2.md
@@ -3,7 +3,8 @@ title: Alura Challenge BI 2
 date: 2022-06-30 19:23:00 -0300
 lastmod: 2023-11-05 19:35:00 -0300
 categories: [Blog]
-tags: [visualização de dados, dashboard, powerbi, SQL, business intelligence]
+keywords: [data visualization, visualização de dados, dashboard, powerbi, SQL, business intelligence, bi, alura, power bi]
+tags: [Visualização de Dados, Power BI, SQL]
 summary: Alura ofereceu um desafio de quatro semanas Challenge BI, onde os participantes precisavam fazer 3 dashboards
 showtoc: true
 cover:

diff --git a/content/pt/post/amazon-top-50-books.md b/content/pt/post/amazon-top-50-books.md
@@ -2,7 +2,8 @@
 title: EDA Top 50 Livros Bestsellers da Amazon
 date: 2021-12-28 14:55:00 -0300
 categories: [Blog]
-tags: [python, visualização de dados, análise de dados, EDA]
+keywords: [python, visualização de dados, análise de dados, eda]
+tags: [Python, Visualização de Dados, Análise de Dados]
 summary: Análise Exploratória de Dados dos 50 livros mais bem vendidos da Amazon de 2009 - 2019
 aliases:
 - 2021-12-28-amazon-top-50-books

diff --git a/content/pt/post/blackjack-simulation.md b/content/pt/post/blackjack-simulation.md
@@ -2,7 +2,8 @@
 title: Simulação de 21
 date: 2021-10-24 20:43:00 -0300
 categories: [Blog]
-tags: [R, simulação, shiny, ggplot]
+keywords: [R, simulação, shiny, ggplot]
+tags: [R, Shiny]
 summary: Uma simulação de 21 usando R e Shiny, você pode rodar um jogo com p jogadores, d baralhos, n vezes
 aliases:
 - 2021-10-24-blackjack-simulation

diff --git a/content/pt/post/case-study-analytics-engineer.md b/content/pt/post/case-study-analytics-engineer.md
@@ -3,7 +3,8 @@ title: Estudo de Caso Analytics Engineer
 date: 2022-08-23 22:57:00 -0300
 lastmod: 2022-08-27 10:54:00 -0300
 categories: [Blog, Projects]
-tags: [analytics engineer, caso, kpi, análise de dados, data engineering, manipulação de dados, python, SQL, engenharia de dados]
+keywords: [analytics engineer, caso, kpi, análise de dados, data engineering, manipulação de dados, python, SQL, engenharia de dados]
+tags: [Análise de Dados, Python, SQL, Engenharia de Dados]
 showtoc: true
 summary: Projeto explorando tarefas comuns que um Analytics Engineer faz diariamente.
 cover:

diff --git a/content/pt/post/choose-the-best-graph.md b/content/pt/post/choose-the-best-graph.md
@@ -3,7 +3,8 @@ title: Melhorando suas Visualizações
 date: 2022-11-15 08:01:00 -0300
 lastmod: 2023-07-30 10:18:00 -0300
 categories: [Blog]
-tags: [data visualization, business intelligence, storytelling, review, ethic]
+keywords: [data visualization, business intelligence, storytelling, review, ethic, bi]
+tags: [Visualização de Dados, BI, Storytelling, Review]
 summary: Escolher o melhor gráfico pode ser uma tarefa difícil, mas não precisa ser.
 cover:
     image: "https://ik.imagekit.io/devmedeiros/graph-choosing_T2RxECo-q.webp?tr=w-700"

diff --git a/content/pt/post/churn-rate-challenge.md b/content/pt/post/churn-rate-challenge.md
@@ -3,7 +3,8 @@ title: Data Science Challenge - Churn Rate
 date: 2022-05-30 16:49:00 -0300
 lastmod: 2022-06-09 18:08:00 -0300
 categories: [Blog]
-tags: [storytelling, python, análise de dados, aprendizado de máquina, rede neural]
+keywords: [storytelling, python, análise de dados, aprendizado de máquina, rede neural]
+tags: [Storytelling, Python, Análise de Dados, Aprendizado de Máquina]
 showtoc: true
 summary: Alura fez um desafio de quatro semanas "Data Science Challenge" utilizando um banco desbalanceado da taxa de evasão da empresa Alura Voz
 aliases:

diff --git a/content/pt/post/comprehending-the-p-value.md b/content/pt/post/comprehending-the-p-value.md
@@ -2,7 +2,8 @@
 title: Compreendendo o P-Valor
 date: 2022-04-12 17:58:00 -0300
 categories: [Blog]
-tags: [estatística, p-valor]
+keywords: [estatística, p-valor]
+tags: [Estatística]
 showtoc: true
 summary: A definição do p-valor, como usar ele, e como interpretar a medida
 aliases:

diff --git a/content/pt/post/credit-score-classification-app.md b/content/pt/post/credit-score-classification-app.md
@@ -2,7 +2,8 @@
 title: Aplicativo de Classificação de Score de Crédito
 date: 2022-08-08 17:17:00 -0300
 categories: [Projects]
-tags: [python, streamlit, pickle, aprendizado de máquina, score, aplicativo, visualização de dados, ciência de dados, random forest]
+keywords: [python, streamlit, pickle, aprendizado de máquina, score, aplicativo, visualização de dados, ciência de dados, random forest]
+tags: [Python, Streamlit, Aprendizado de Máquina, Visualização de Dados, Ciência de Dados]
 showtoc: true
 summary: Usando o Streamlit para fazer um aplicativo da web que classifica sua pontuação de crédito usando Python
 cover:

diff --git a/content/pt/post/data-cleaning-credit-score.md b/content/pt/post/data-cleaning-credit-score.md
@@ -2,7 +2,8 @@
 title: Limpando Base de Dados para Classificação de Score de Crédito
 date: 2022-07-24 13:06:00 -0300
 categories: [Blog]
-tags: [limpeza de dados, python, pandas, tutorial, kaggle, numpy, score, classificação]
+keywords: [limpeza de dados, python, pandas, tutorial, kaggle, numpy, score, classificação]
+tags: [Limpeza de Dados, Python, Tutorial]
 showtoc: true
 summary: Como surgir com formas de limpar um banco de dados usando Python
 cover:

diff --git a/content/pt/post/data-table.md b/content/pt/post/data-table.md
@@ -2,7 +2,8 @@
 title: Uma Visão Geral Sobre o Pacote data.table do R
 date: 2021-10-27 09:41:00 -0300
 categories: [Blog]
-tags: [R, data.table, manipulação de dados, transformação de dados]
+keywords: [R, data.table, manipulação de dados, transformação de dados]
+tags: [R, Transformação de Dados]
 summary: Um dos pacotes de manipulação de dados mais rápidos do R
 aliases:
 - 2021-10-27-data-table

diff --git a/content/pt/post/fakenews-sentiment.md b/content/pt/post/fakenews-sentiment.md
@@ -2,7 +2,8 @@
 title: Análise de Sentimentos de Notícias Falsas vs Notícias Reais
 date: 2021-10-12 19:47:00 -0300
 categories: [Blog]
-tags: [ciência de dados, R, análise de sentimentos, NLP, ggplot]
+keywords: [ciência de dados, R, análise de sentimentos, nlp, pnl, ggplot]
+tags: [Ciência de Dados, R, PNL]
 summary: Análise de Sentimento comparando notícias falsas e notícias reais
 aliases:
 - 2021-10-12-fakenews-sentiment

diff --git a/content/pt/post/how-to-use-word-clouds.md b/content/pt/post/how-to-use-word-clouds.md
@@ -2,7 +2,8 @@
 title: Como Usar Nuvem de Palavras?
 date: 2023-04-04 22:30:00 -0300
 categories: [Blog]
-tags: [word cloud, nuvem de palavras, visualização de dados, stopwords, NPS, storytelling]
+keywords: [word cloud, nuvem de palavras, visualização de dados, stopwords, NPS, storytelling]
+tags: [Visualização de Dados, Storytelling]
 showtoc: true
 summary: Nuvens de palavras são uma visualização popular para analisar textos, mas é preciso apresentá-las de forma clara para que a mensagem seja compreendida.
 cover: