I will do data analysis using r programming, rstudio, sas and python
About this Gig
Hello!
Data Analysis using R and RStudio
1. Import libraries: Load necessary libraries (e.g., dplyr, ggplot2, caret).
2. Data import: Read data from CSV, Excel, or other formats using read.csv(), readxl::read_excel().
3. Data cleaning: Handle missing values, outliers, and data transformation using dplyr.
4. Data visualization: Create plots, charts, and heatmaps using ggplot2.
5. Statistical analysis: Perform regression, hypothesis testing, and clustering using stats package.
6. Machine learning: Implement models using caret package.
7. Reporting: Generate reports using R Markdown.
Data Analysis using SAS
- Import data: Read data from CSV, Excel, or other formats using PROC IMPORT.
- Data manipulation: Use DATA step, PROC TRANSPOSE, and PROC SORT.
- Data visualization: Create plots, charts, and heatmaps using PROC SGPLOT.
- Statistical analysis: Perform regression, hypothesis testing, and clustering using PROC REG, PROC TTEST.
- Machine learning: Implement models using PROC LOGISTIC, PROC TREE.
Data Analysis using Python
1. Load necessary libraries (e.g., pandas, NumPy, Matplotlib).
2. Read data from CSV, Excel, or other formats using pandas.read_csv().
Thank you

