Publications by Janis Corona
Gene Expression relationships in uterine leiomyomas or ULs
files located at: https://github.com/JanJanJan2018/Uterine-Fibroid-Beadchip-Genotypes-Analysis These files are from https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE593 and https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GPL96 Note that there are only 5 samples of each class of uterine leiomyoma (UL) or nonUL all the gene related informat...
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rvest improved indeed web scrape job title first 5 pages, salary info, days ago
Use selector gadget, https://selectorgadget.com/ , the chrome extension for highlighting html and getting the tag location. #Loading the rvest package library('rvest') ## Warning: package 'rvest' was built under R version 3.6.3 ## Loading required package: xml2 This function will take an input job title search, such as ‘data scientist’ in qu...
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Data Analysis of states' Zillow home values, apartments.com rental values, indeed's advertised salaries, number of jobs available, and number of businesses from yellowpages.com and also demographics of each state
This script pulls together other tables created from related scripts for extracting zillow two bedroom home values for May 2020, current July 2020 number of jobs available and hourly and annual average pay per job compared to licensed massage therapists (LMTs) in each of 50 of the US states not including the new District of Columbia state added t...
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market research part 3 extended version of the partial 10 city and 3 city data
This script is exactly, more or less, like the same file that used 3 most populated state cities, but this time we use the 10 most populated cities in each states. We gathered race demographics and median pay from data.census.gov for 2018 data that was the closest to this year’s date of 2020, yellowpages.com, Indeed.com, apartments.com data usi...
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Analysis of States non-regulated for massage therapy
This script will analyze the two different data tables we filled in earlier with LMT or licensed massage therapist state licensing requirements, median home values according to Zillow, 2018 median and race demographics per state according to data.census.gov, two bedroom and two bath rental apartments average price per state using one of either th...
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COVID-19 samples part 3 with only monotonic genes used
GSE152418, 34 samples, 18 females, 16 males, aged 23-91. One convalescent sample, and a mixed number of samples in moderate, severe, and ICU grades of COVID-19 infection symptoms. The previous files for how this data was obtained are ‘covid19_GSE152418_76patients_1.Rmd’, and ‘2’ and ‘3’ for updated versions. It says 76 patients, becau...
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June 21-Aug 17 Indeed data on selected jobs listed and average hourly advertised daily
This document is a document that illustrates the last few months of labor demands across the country, in CA, and for a selected handful of different jobs. The 10 most populated cities in each state were selected and on a weekly basis job advertisement header information was pulled from Indeed.com from these 10 cities from July 20, 2020 to August ...
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Rvest module to webscrape Indeed for a job title, city, state in first 5 pages
Use selector gadget, https://selectorgadget.com/ , the chrome extension for highlighting html and getting the tag location. #Loading the rvest package library('rvest') ## Warning: package 'rvest' was built under R version 3.6.3 ## Loading required package: xml2 This function will take an input job title search, such as ‘data scientist’ in qu...
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Functions in R for gene expression fold change between treatment and control states
This is a script that can work in combination with another function I made in a separate post, that returns the fold change on gene expression samples, by returning a list of 25 top genes for a protein such as ‘androgen’ from genecards.org. That function is named find25genes() and has one character argument of the protein you want the top 25 ...
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Genes Related to serous fluid in pericardium with fold changes in flu immunizations and UL
lets source our gene functions for extracting the top 25 genes and also for returning the mean and median fold change values from the Uterine Leiomyoma and the flu immunization samples after 1 and 7 days. This will read in the tables and the functions from our earlier scripts, geneCardsDataGrab2.Rmd file we made into geneCards.R as a source. sour...
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