Publications by Muhammad Farhaad
Data Management and Visualizations Blog
Data Management and Visualizations Introduction In this blog post, I will detail the process of making data management decisions and showcase visualizations for three variables: Age, Income, and Education Level. Step 1: Data Management Decisions Handling Missing Data For the Age variable, missing values were imputed using the median age. This...
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Exploratory Data Analysis with R
Exploring and Visualizing Data Introduction In this analysis, we will explore and visualize two variables, variable_x and variable_y. The goal is to gain insights into the individual distributions and relationships between these variables. Step 1: Univariate Graphs Variable X The histogram of variable_x reveals a roughly normal distribution...
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Analysis of NOAA Storm Database
Abstract (Synopsis) Simple analysis of U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database has been performed in order to determine the most deadly event types. The second task was to determine the event types which are most destructive in the economical sense. Data Processing In this Section I will describe all the s...
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Word Prediction App Presentation
03/01/2024 Slide 1: Introduction Overview of the Word Prediction App Developed using Shiny in R. Goal: Enhance user experience with intelligent word predictions. Features: Text input, prediction button, and real-time output. Slide 2: Current Implementation Placeholder Prediction Function The current predict_word function appends “placeholder�...
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Statistical Modeling App
03/01/2024 Slide 1: Introduction Objective: Presenting a Statistical Modeling Shiny App. Topics Covered: Data input, exploratory analysis, linear modeling. Tools Used: Shiny, ggplot2. Slide 2: Shiny App Structure UI Definition: Input data, data summary, model output, exploratory analysis. Server Logic: Reactive values, parsing input, updat...
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Plotly Web Page Presentation
29/12/2023 About the Course Project This is a deliverable for the course Developing Data Products as part of the Coursera Data Science Specialization. Instructions: Write a shiny application with associated supporting documentation. The documentation should be thought of as whatever a user will need to get started using your application. Deploy t...
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Shiny Application and Reproducible Pitch
29/12/2023 About the Course Project This is a deliverable for the course Developing Data Products as part of the Coursera Data Science Specialization. Instructions: Write a shiny application with associated supporting documentation. The documentation should be thought of as whatever a user will need to get started using your application. Deploy t...
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Developing Data Products Project 1
Leaflet Map Example This webpage features a map created with Leaflet. Date of Document Creation The document was created on: 2023-12-30 Interactive Map with Leaflet...
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Plotly Web Page Presentation
Plotly Web Page Presentation Introduction This web page features a creative presentation with an interactive plot created using Plotly. Date The document was created on: December 30, 2023 Plotly Interactive Plot...
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