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billboard-predict

This repository contains the code for running the Heroku web pages describing the song-recommendation project.

citibike-challenge

Analysis of Citibike Station Usage through Tableau

d3-challenge

Display of 4 factors from US Census Bureau in a newspaper-style webpage.

etl-project

Comparing Travel restrictions by Country during Covid

excel_challenge

Analysis of a sample of Kickstarter campaigns.

google_trends_covid_project

Analysis of interest in 21 Google Trends categories across 2019 and 2020, compared with responses to Covid-19 across Wyoming and California in the United States.

interactive-visualisations-challenge

Creation of interactive dashboard displaying data on bacteria within bellybuttons

javascript-challenge

Creating two webpages (with different levels of user-interactivity) to display UFO sightings.

leaflet-challenge

Using Leaflet to plot earthquakes over magnitude 1.0 last 30 days (from 22 March 2021), with added tectonic plate data in step 2.

matplotlib_challenge

Analysis of trial of effects on tumor size by cancer treatment drugs on mice.

pandas-project

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas_challenge

Pandas analysis of district schools' end-of-year exam results, discerning trends of use for budget allocation.

python-api-challenge

Using the Open Weather Map, Google Nearby Search, and Google Place Search APIs to obtain climate data; using gmaps to create visualisations of selected cities' climate and hotel location data.

python_challenge

Python analysis of budget, election, sample paragraph data; conversion of employee data file.

shelter-analysis

song-predictions

Creating models (SVM, Logistic Regression, Random Forest) to predict whether songs on the Billboard top 100 charts will be on the charts next week.

sql_challenge

Analysis of SQL database on company employee data.

sqlalchemy-challenge

Analysis of rainfall and temperature data on dataset of Hawai'i weather stations.

track-attributes-project

Creation of an interactive website showcasing features of songs found in the Billboard top charts 2010-2019, with Spotify track attributes.

vba_challenge

Analysis of stock market data 2014-2016 in Excel VBA.

web-design-challenge

Presentation of the matplotlib-challenge repository visualisations as a Bootstrap-based website.

web-scraping-challenge

Using Beautiful Soup and Splinter to scrape several pages relating to Mars Mission news