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CPI Dashboard
The CPI Dashboard gathers various data from US BLS and US EIA website to visualize the trend of CPI values against different commodity over time. CPI Dashboard Preview: https://cpi-dashboard-tjdc.onrender.com/ Obtaining Data from US BLS API: https://thecodingmango.com/updating-data-for-cpi-dashboard-part-1/ Obtaining Data from US EIA API: https://thecodingmango.com/updating-data-for-cpi-dashboard-part-2/ Building the CPI Dashboard using Python Dash:…
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Data Preprocessing for Machine Learning Models
Data preprocessing ensures that the data is ready for analysis, improves the efficiency of subsequent tasks, and contributes to the overall success of data-driven projects. What is the Purpose of Data Preprocessing? So, what is the big deal about preprocessing our data? Well to start, data preprocessing allows for a…
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Bar Plot and Histogram Made Simple
Bar plots and histograms both visualize data distribution. Here, we discuss the usage of both of these visualizations
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Scatter Plot Made Simple: Basics of Data Visualization
Scatter plots are more commonly used to visualize the distribution and correlation between two numerical variables.
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Box Plot Made Simple: Basics of Data Visualization
A box plot, also known as a box-and-whisker plot, is a graphical representation of the numeric variables. It is useful for identifying patterns, detecting variations, and understanding the overall shape of the data.
