App for text prediction. It predicts the next word from a user-input sentence.

The aim of the John Hopkins University Capstone project in partnership with SwiftKey is to develop a predictive model of text starting with a really large, unstructured database of the English language. In order to get started with this, an exploratory analysis was performed on the data including looking at the distribution of unigrams (single words), bigrams (two consecutive words), trigrams and quadgrams for the 3 documents in the text collection (corpus), namely a blog file, a news file and a twitter file. Features of each document are presented in this report and will be used for building of the predictive model.

Parkrun is a series of free 5k runs held on Saturday mornings in areas of open space around the UK. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of free 5k runs held on Saturday mornings in areas of open space around the UK. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of free 5k runs held on Saturday mornings in areas of open space around the UK. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of free 5k runs held on Saturday mornings in areas of open space around the UK. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of 5k runs held on Saturday mornings in areas of open space around the UK. They are open to all, free, and are safe and easy to take part in. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of 5k runs held on Saturday mornings in areas of open space around the UK. They are open to all, free, and are safe and easy to take part in. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of 5k runs held on Saturday mornings in areas of open space around the UK. They are open to all, free, and are safe and easy to take part in. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of 5k runs held on Saturday mornings in areas of open space around the UK. They are open to all, free, and are safe and easy to take part in. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of 5k runs held on Saturday mornings in areas of open space around the UK. They are open to all, free, and are safe and easy to take part in. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

Parkrun is a series of 5k runs held on Saturday mornings in areas of open space around the UK. They are open to all, free, and are safe and easy to take part in. They are so popular than a phenomenon appeared in the form of the ParkRun alphabet where participants try and run ParkRuns in different towns starting with each letter of the alphabet. This app is designed to make it easier for them to find a nearby ParkRun starting by the letter of their choice!

This presentation presents the all-time marathon records by age and sex. The data used was gathered by the Association of Road Racing Statisticians and can be accessed here: https://www.arrs.run/SA_Mara.htm.

The graph presented therein show average snowfalls for cities, resorts and mountains in Eastern Switzerland between 1981 and 2010 as taken from https://www.currentresults.com/Weather/Switzerland/snowfall-annual-average.php.

In this report we aim to explore which storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Specifically we are trying to answer the following two questions: 1) Across the United States, which types of events are most harmful with respect to population health? 2) Across the United States, which types of events have the greatest economic consequences? To answer these questions, we obtained storm data from the U.S. National Oceanic and Atmospheric Administration's (NOAA) storm database.The events in the database start in the year 1950 and end in November 2011. However, to make a meaningful comparison we only used data from 1996 onwards on this was the first year where all weather events were reported. From these data, we found that the most event most harmful to the population, which we defined as the events leading to a combined 70% of all injuries and fatalities, are tornado, excessive heat, flood and lightning. A similar analysis run to identify the events with the greatest economic consequences shows that 70% of all combined property and crop damage is caused by thunderstorm wind, winter storm, flash flood and tornado.