Visualizing DataVisualizing data is the most intuitive way to interpret it, so it’s an invaluable skill. It is much […] April 13, 2024 in Statistics tagged data / visualization / variable / chart / bar / graph / Statistics by Mike
The Classification of DataAre you starting out in your exploration of what it is like to be a data professional? This […] April 13, 2024 in Statistics tagged data / Quantitative / categorical / qualitative / Statistics by Mike
Use isinstance to Check Data TypeAre you a data professional working with a pandas dataset and have you found that one or more […] April 7, 2024 in Python tagged function / type / object / isinstance / custom / data by Mike
Correlation Heatmap in PythonA heatmap is a type of data visualization that depicts the magnitude of an instance or set of […] April 6, 2024 in Python tagged data / visualization / create / chart / python / correlation / seaborn / heatmap by Mike
HR Analytics Job PredictionThis is a dataset on Kaggle. The title of the Kaggle project is the same as the title […] March 27, 2024 in Data Analytics tagged data / resources / employee / human / dataset / HR by Mike
One-Hot Encoding of Categorical VariablesAre you a data analyst or are you working on a data analysis project and you are wondering […] March 24, 2024 in Data Analytics tagged hierarchy / categorical / dummies / data / convert / encode / ordinal by Mike
Seaborn Style and ColorAt the seaborn website there is an article called Controlling Figure Aesthetics. There is another article called Choosing […] March 12, 2024 in Python tagged color / chart / seaborn / matplotlib / data / style / colour / visualization / Seaborn by Mike
Remove Bad Characters in PandasIf you are working with a pandas DataFrame and you need to remove some faulty characters that should […] March 5, 2024 in Python tagged data / clean / characters / strip / bad by Mike
Data Structuring & Cleaning with MikeWhat are the steps to cleaning your data in a data analysis project? This article combines a few […] March 4, 2024 in Data Analytics tagged cleaning / data / clean / EDA / Data Cleaning by Mike
Splitting our Simple Decision TreeNormally you would split your data into test data… February 5, 2024 in Machine Learning tagged data / test / Decision Tree Apples Grapes by Mike
The Iris Dataset in PythonAccording to Wikipedia, “The Iris flower data set or Fisher’s Iris data set is a multivariate data set […] February 1, 2024 in Python tagged heatmap / data / dataset / correlation / iris / flower by Mike
Data Types in pandasAre you performing data analysis on a dataset? In other words, are you performing exploratory data analysis (EDA)? […] January 31, 2024 in Python tagged data / types / Pandas Data Types by Mike