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Web_Scraping.Rmd
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Web_Scraping.Rmd
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---
title: "Web_scraping"
author: "Dhruv"
date: "2023-10-21"
output: html_document
---
```{r}
library(rvest)
library(tidyverse)
library(repurrrsive)
library(listviewer)
library(conflicted)
library(data.table)
library(textdata)
library(tidytext)
library(tm)
library(SnowballC)
library(wordcloud)
library(wordcloud)
library(RColorBrewer)
library(wordcloud2)
library(conflicted)
library(data.table)
library(dbplyr)
library(dplyr)
library(ggforce)
library(ggmap)
library(ggmosaic)
library(ggplot2)
library(ggthemes)
library(gridExtra)
library(keep)
library(listviewer)
library(MASS)
library(mapview)
library(Matrix)
library(olsrr)
library(purrr)
library(plotly)
library(readr)
library(repurrrsive)
library(rnaturalearth)
library(rnaturalearthdata)
library(RColorBrewer)
library(rvest)
library(sf)
library(SnowballC)
library(textdata)
library(tibble)
library(tidytext)
library(tidyverse)
library(tm)
library(wordcloud)
library(usmap)
library(leaflet)
library(viridis)
```
```{r}
Jackson_uni_business_1 = read_html("https://ju.smartcatalogiq.com/2022-2023/academic-catalog/graduate/graduate-programs/davis-college-of-business-graduate-programs/master-of-business-administration/concentrations/fintech-mba-concentration/")
Jackson_uni_business_2 = Jackson_uni_business_1%>%
html_nodes(".sc-programtable-column-2 , .sc-programtable-column-1 , .sc-RequiredCoursesHeading1 , .sc-BodyText , .degreeTitle")%>%
html_text()
# Combine all elements into a single string
Jackson_uni_business <- paste(Jackson_uni_business_2, collapse = " ")
# View(Jackson_uni_business)
Jackson_uni_sci_marine_1 = read_html("https://ju.smartcatalogiq.com/en/2023-2024/academic-catalog/graduate/graduate-programs/college-of-arts-and-sciences-graduate-programs/marine-science/")
Jackson_uni_sci_marine_2 = Jackson_uni_sci_marine_1%>%
html_nodes("#main li , #main p , h1")%>%
html_text()
Jackson_uni_sci_marine <- paste(Jackson_uni_sci_marine_2, collapse = " ")
# View(Jackson_uni_sci_marine)
Jackson_uni_sci_in_Health_1 = read_html("https://ju.smartcatalogiq.com/en/2022-2023/academic-catalog/graduate/graduate-programs/brooks-rehabilitation-college-of-healthcare-sciences-graduate-programs/school-of-applied-health-sciences-graduate-programs/master-of-science-degree-in-health-informatics/")
Jackson_uni_sci_in_Health_2 = Jackson_uni_sci_in_Health_1%>%
html_nodes(".sc-RequirementNarrative , .sc-programtable-column-2 , .sc-programtable-column-1 , .sc-RequiredCoursesHeading1 , h2 , #main li , .sc-SubHeading , .sc-BodyText , .degreeTitle")%>%
html_text()
Jackson_uni_sci_in_Health <- paste(Jackson_uni_sci_in_Health_2, collapse = " ")
# View(Jackson_uni_sci_in_Health)
Jackson_uni_fine_arts_1 = read_html("https://ju.smartcatalogiq.com/2022-2023/academic-catalog/graduate/graduate-programs/linda-berry-stein-college-of-fine-arts-graduate-programs/master-of-fine-arts-in-choreography/")
Jackson_uni_fine_arts_2 = Jackson_uni_fine_arts_1%>%
html_nodes(".sc-programtable-column-2 , .sc-programtable-column-1 , .sc-RequiredCoursesHeading1 , h2 , .sc-SubHeading , .sc-BodyText , .degreeTitle")%>%
html_text()
Jackson_uni_fine_arts <- paste(Jackson_uni_fine_arts_2, collapse = " ")
#View(Jackson_uni_fine_arts)
# Jackson_uni <- data.frame(Jackson_uni_business,
# Jackson_uni_sci_marine,
# Jackson_uni_sci_in_Health,
# Jackson_uni_fine_arts)
# View(Jackson_uni)
#
# ----------------------------------------------------------------
# Conatins all requiremsnts in one file for all degree -- FLorida uni
# ----------------------------------------------------------------
florida_uni = read_html("https://www.fau.edu/registrar/university-catalog/catalog/degree-req/")
florida_uni_1 = florida_uni%>%
html_nodes("td , .style7 , #secbacc , #minor , li , #faas , p , #ugs , h1")%>%
html_text()
florida_uni_data <- paste(florida_uni_1, collapse = " ")
#View(Jackson_uni_fine_arts)
# ----------------------------------------------------------------
# univeristy of north florida
# ----------------------------------------------------------------
uni_of_north_flo_mba = read_html("https://www.unf.edu/catalog/programs/gr/ccec/CCEC-MS-30CCISCISK.html")
uni_of_north_flo_mba_1 = uni_of_north_flo_mba%>%
html_nodes(".description , h3 , h2 , .degree , .major")%>%
html_text()
uni_of_north_flo_mba_2 <- paste(uni_of_north_flo_mba_1, collapse = " ")
#View(uni_of_north_flo_mba_2)
uni_of_north_flo_healt = read_html("https://www.unf.edu/catalog/programs/gr/brooks/COH-MS-33HHIN.html")
uni_of_north_flo_healt_1 = uni_of_north_flo_healt%>%
html_nodes(".description , p , h3 , h2 , .degree , .major")%>%
html_text()
uni_of_north_flo_healt_2 <- paste(uni_of_north_flo_healt_1, collapse = " ")
# View(uni_of_north_flo_healt_2)
uni_of_north_flo_cs_ds = read_html("https://www.unf.edu/catalog/programs/gr/ccec/CCEC-MS-30CCISCISJ.html")
uni_of_north_flo_cs_ds_1 = uni_of_north_flo_cs_ds%>%
html_nodes(".description , #mainContent li , h3 , #mainContent p , h2 , .degree , .conc , .major")%>%
html_text()
uni_of_north_flo_cs_ds_2 <- paste(uni_of_north_flo_cs_ds_1, collapse = " ")
# View(uni_of_north_flo_cs_ds_2)
uni_of_north_flo_arts = read_html("https://www.unf.edu/catalog/programs/ug/coas/COAS-BFAAFARFAR9.html")
uni_of_north_flo_arts_1 = uni_of_north_flo_arts%>%
html_nodes(".description , p , h3 , .conc , .degree , .major")%>%
html_text()
uni_of_north_flo_arts_2 <- paste(uni_of_north_flo_arts_1, collapse = " ")
# View(uni_of_north_flo_arts_2)
# ----------------------------------------------------------------
# Saint Leo University
# ----------------------------------------------------------------
Saint_Leo_University_arts_psyco = read_html("https://academiccatalog.saintleo.edu/preview_program.php?catoid=63&poid=8782")
Saint_Leo_University_arts_psyco_1 = Saint_Leo_University_arts_psyco%>%
html_nodes(".acalog-course , .acalog-core:nth-child(1) h2 , #acalog-client-header p , #acalog-page-title")%>%
html_text()
Saint_Leo_University_arts_psyco_2 <- paste(Saint_Leo_University_arts_psyco_1, collapse = " ")
Saint_Leo_University_cs = read_html("https://academiccatalog.saintleo.edu/preview_program.php?catoid=63&poid=8789")
Saint_Leo_University_cs_1 = Saint_Leo_University_cs%>%
html_nodes(".block_content :nth-child(1)")%>%
html_text()
Saint_Leo_University_cs_2 <- paste(Saint_Leo_University_cs_1, collapse = " ")
Saint_Leo_University_health = read_html("https://academiccatalog.saintleo.edu/preview_program.php?catoid=63&poid=8735")
Saint_Leo_University_health_1 = Saint_Leo_University_health%>%
html_nodes(".acalog-core:nth-child(1) , #acalog-client-header p , #acalog-page-title")%>%
html_text()
Saint_Leo_University_health_2 <- paste(Saint_Leo_University_health_1, collapse = " ")
Saint_Leo_University_mba = read_html("https://academiccatalog.saintleo.edu/preview_program.php?catoid=63&poid=8732")
Saint_Leo_University_mba_1 = Saint_Leo_University_mba%>%
html_nodes(".acalog-core , .program_description li , #acalog-client-header p , h3 , #acalog-page-title")%>%
html_text()
Saint_Leo_University_mba_2 <- paste(Saint_Leo_University_mba_1, collapse = " ")
# ----------------------------------------------------------------
# University of Central Florida - cannot due to restriction
# ----------------------------------------------------------------
# ----------------------------------------------------------------
# University of TAMPA - cannot due to restriction
# ----------------------------------------------------------------
uni_of_tampa_fina = read_html("https://www.ut.edu/graduate-degrees/graduate-business/master-of-science-in-finance/ms-in-finance-admission")
uni_of_tampa_fina_1 = uni_of_tampa_fina%>%
html_nodes(".body-copy , p:nth-child(1) , .page-title")%>%
html_text()
uni_of_tampa_fina_2 <- paste(uni_of_tampa_fina_1, collapse = " ")
uni_of_tampa_it = read_html("https://ut.smartcatalogiq.com/current/catalog/graduate-and-continuing-studies/graduate-and-continuing-studies-degree-programs/graduate-study-in-the-college-of-business-cob/master-of-science-in-information-and-technology-management/")
uni_of_tampa_it_1 = uni_of_tampa_it%>%
html_nodes(".programTables , .sc-RequiredCoursesHeading1 , .sc-programtable-column-2 , .sc-programtable-column-1")%>%
html_text()
uni_of_tampa_it_2 <- paste(uni_of_tampa_it_1, collapse = " ")
uni_of_tampa_mba = read_html("https://ut.smartcatalogiq.com/current/catalog/graduate-and-continuing-studies/graduate-and-continuing-studies-degree-programs/graduate-study-in-the-college-of-business-cob/master-of-business-administration/")
uni_of_tampa_mba_1 = uni_of_tampa_mba%>%
html_nodes("p , .sc-programtable-column-1 , .sc-programtable-column-2 , .sc-RequiredCoursesHeading1 , strong , .degreeTitle")%>%
html_text()
uni_of_tampa_mba_2 <- paste(uni_of_tampa_mba_1, collapse = " ")
uni_of_tampa_nur = read_html("https://ut.smartcatalogiq.com/current/catalog/graduate-and-continuing-studies/graduate-and-continuing-studies-degree-programs/graduate-study-in-the-college-of-natural-and-health-sciences-cnhs/master-of-science-in-nursing/")
uni_of_tampa_nur_1 = uni_of_tampa_nur%>%
html_nodes(".credits , .sc-programtable-column-2 , .sc-programtable-column-1 , .sc-RequiredCoursesHeading1 , .sc-BodyText , .degreeTitle")%>%
html_text()
uni_of_tampa_nur_2 <- paste(uni_of_tampa_nur_1, collapse = "")
# ----------------------------------------------------------------
# University of Florida
# ----------------------------------------------------------------
uni <- tibble(Jackson_uni_business,
Jackson_uni_sci_marine,
Jackson_uni_sci_in_Health,
Jackson_uni_fine_arts,
florida_uni_data,
uni_of_north_flo_mba_2,
uni_of_north_flo_healt_2,
uni_of_north_flo_cs_ds_2,
uni_of_north_flo_arts_2,
Saint_Leo_University_arts_psyco_2,
Saint_Leo_University_cs_2,
Saint_Leo_University_mba_2,
Saint_Leo_University_health_2,
uni_of_tampa_fina_2,
uni_of_tampa_it_2,
uni_of_tampa_mba_2,
uni_of_tampa_nur_2)
# View(uni)
# uni_transposed <- t(uni)
# View(uni_transposed)
nrow(uni)
ncol(uni)
# Save the transposed data frame to a CSV file
file_path <- "C:/Users/Dhruv Jain/Desktop/uni_data.txt"
# write.csv(uni_transposed, file = file_path, row.names = FALSE)
write.csv(uni, file = file_path, row.names = TRUE)
```