Publications by Sashank
INFO H-510 Project
Understanding and predicting customer churn is of paramount importance for businesses in the banking industry. By analyzing a comprehensive dataset containing information on customer demographics, financial behavior, and tenure, the aim of the project is to uncover key insights into the factors driving churn. This project focuses on applying statis...
10276 sym R (11343 sym/33 pcs) 8 img
INFO-H510 Week 11 Data Dive
INFO-H510 Week 11 Data Dive library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.1 ## ✔ ggplot2 3.5.0 ✔ tibble 3.2.1 ## ✔ lubridate 1.9.3...
6598 sym R (11202 sym/43 pcs) 8 img
INFO-H510 Week 11 Data Dive
INFO-H510 Week 11 Data Dive library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.1 ## ✔ ggplot2 3.5.0 ✔ tibble 3.2.1 ## ✔ lubridate 1.9.3...
6800 sym R (11202 sym/43 pcs) 8 img
INFO H-510 Week 12
INFO-H510 Week 12 Data Dive library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.1 ## ✔ ggplot2 3.5.0 ✔ tibble 3.2.1 ## ✔ lubridate 1.9.3...
2999 sym R (8246 sym/36 pcs) 10 img
INFO-H510 Week 11 Data Dive
INFO-H510 Week 11 Data Dive library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.1 ## ✔ ggplot2 3.5.0 ✔ tibble 3.2.1 ## ✔ lubridate 1.9.3...
4534 sym R (9306 sym/34 pcs)
INFO-H510 Week 9 Data Dive
INFO-H510 Week 9 Data Dive library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union library(ggplot2) library(tidyverse) ## ── Attaching core tidyverse packages ───...
3497 sym R (6059 sym/28 pcs) 9 img
INFO-H510 Week 10 Data Dive
INFO-H510 Week 10 Data Dive library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.1 ## ✔ ggplot2 3.4.4 ✔ tibble 3.2.1 ## ✔ lubridate 1.9.3...
2038 sym R (9342 sym/35 pcs) 8 img
INFO-H510 Week 9 Data Dive
library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union library(ggplot2) data <- read.csv("../Churn_Modelling.csv") cor(data[c("Age", "Balance", "NumOfProducts")]) ## ...
1953 sym R (4441 sym/18 pcs) 1 img
INFO-H510 Week 8 Data Dive
INFO-H510 Week 8 Data Dive library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.1 ## ✔ ggplot2 3.4.4 ✔ tibble 3.2.1 ## ✔ lubridate 1.9.3 ...
2913 sym R (5592 sym/16 pcs) 4 img
INFO H-510 Week 7
INFO-H510 Week 7 Data Dive library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.1 ## ✔ ggplot2 3.4.4 ✔ tibble 3.2.1 ## ✔ lubridate 1.9.3 ...
2194 sym R (8282 sym/36 pcs) 6 img