Tipsy Data

26/08/2024

Take a look at the R-shiny app below. You can use the map to see the median income distribution in the USA from ACS data.

How you can build a useful Shiny application in R is almost magical, with virtually no web development experience.

Just a few lines of code and voila!

The API key to access ACS data was created through

https://api.census.gov/data/key_signup.html

The map is made interactive by the use of the leaflet package of R.

The theme is custom-made using the bslib package of R.

Use the form inputs to specify the geographical levels, the variable of interest, and the State, and get the distribution of household median income

(R and Rstudio; Shiny, tidycensus, mapview, leaflet, dotenv, bslib)

https://kelvinmwakamuia.shinyapps.io/MedianincomeUSA/

26/08/2024

08/06/2023

Functions in R: Making work easier

08/06/2023

🔬📊 Ready to level up your data analysis skills?

Check out my latest blog post on the magic of functions in R!

Learn how functions can simplify your code, optimize efficiency, and make your analysis more versatile.

Let's take your data projects to the next level with TipsyData!

https://tipsydata.netlify.app/post/2023-06-08-functions-in-r/

Functions in R: Making work easier

01/06/2023

Regression Analysis in R: Modeling Relationships and Drawing Insights

01/06/2023

📢🔍 Be introduced to the power of regression analysis using R in my latest blog post! 🌟📊

Model relationships between variables and gain valuable insights with practical code examples in R. 🖥️💡

Read it all here 👉 https://tipsydata.netlify.app/post/2023-05-30-regression-analysis-in-r

Regression Analysis in R: Modeling Relationships and Drawing Insights

30/05/2023

A guide for confidence intervals in R

30/05/2023

📣 Attention Data Enthusiasts! 📣

I am thrilled to share our latest blog post, "Inferential Statistics; Confidence Intervals in R." 🔬📊

Unlock the potential of confidence intervals in R to gain deep insights and make robust inferences from your data. 📈

Don't miss out!

Read the full blog post here ➡️
https://tipsydata.netlify.app/post/2023-05-29-inferential-statistics-confidence-intervals-in-r

A guide for confidence intervals in R

29/05/2023

📢 Exciting News! 📢

I've just published a new blog post: "Inferential Statistics; Making Inferences with Data in R." 📊🔬

Discover the world of hypothesis testing and regression analysis using R. 📈📉

Learn about the infer package and explore examples with the Arthritis dataset from the vcd package.

Gain valuable insights into data analysis techniques and result interpretation.

Read the full blog post here: https://tipsydata.netlify.app/post/2023-05-28-statistical-data-analysis-in-r/

A guide for hypothesis and regression data analysis in R

27/05/2023

Using the Iris data for data cleaning and pre-processing.