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Rabya Ghafoor's Projects

covid-19 icon covid-19

Applying my data science skills to COVID-19 data sets

expository-graphics- icon expository-graphics-

We will look at ways to make your graphs more readable when you produce a report with them.

gapminder icon gapminder

download data for average systolic blood pressure for women and the GDP per capita (both from World bank and the alternative GCP per capita) and any others you are interested in and build a new gapminder tibble. Note that the output shown below is not complete. We will fix that.

healthcare-management-database icon healthcare-management-database

Normally, hospitals and medical offices would store their patient data in a traditional file system such as Microsoft Excel, Open office (compatible with windows, MAC, Linux) or Google doc spreadsheets. The major drawback of using such a file system is that the data is apart of the application program which works only with a specific type of application that all users must be trained to use. This healthcare management database is created to store data records of OBGYN patients with gynecological cancers, patient assessment, and treatment information. This database will provide an important way of monitoring and improving the value of healthcare services which will result in better patient care.

sentiment-analysis-of-380k-songs icon sentiment-analysis-of-380k-songs

Attempting to recreate Dodds and Danforth’s work on song lyric sentiment analysis. However, instead of using the ANEW word dictionary, we are using the Harvard IV-4 Positiv and Negativ lists.

tidy-text-mining icon tidy-text-mining

Remove stop words and identify frequently used words in a text • Compare word counts between different groups of text

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