![]() To organise and tidy the data in a format for building a word cloud, we can use tidy text. To make the data meangingful we could create a word cloud image, showing what words are most commonly used I think we can agree this is very messy indeed! But let us think about questions raised during session one as a way to move forward. # 1 understand by those from outside the city. # 1 of the Scots language that is noted for being difficult to # 1 also known for the Glasgow patter, a distinct dialect # 4 of the highest densities of any locality in # 4 area is home to over 1,800,000 people, equating to # 2 with North America and the West Indies. Inhabitants of the city are referred to as # 2 Great Britain's main hubs of transatlantic trade # 1 River Clyde in the country's West Central ![]() # 2 onwards, the city also grew as one of # 3 Victorian era and Edwardian period, although many # 1 areas of Scotland the local authority is # 3 Second City of the British Empire for much of the # 4 followed by successive boundary changes, # 4 Cumbernauld, Livingston, East Kilbride and peripheral suburbs, # 3 engineering industry, which produced many innovative and # 2 University of Glasgow in the fifteenth century, # 1 part of Lanarkshire, the city now forms # 5 rugby, athletics, tennis, golf and swimming. # 3 notably in the shipbuilding and marine # 1 estimated city population of 621,020. # 5 Firm rivalry between Celtic and Rangers), # 4 resulting in large-scale relocation of people # 3 of chemicals, textiles and engineering most # 2 the medieval bishopric and royal burgh, # 5 sporting world for football (particularly the Old # 4 Comprehensive urban renewal projects in the 1960s, # 3 become one of the world's pre-eminent centres # 3 Glasgow and the surrounding region expanded rapidly to # 2 become the largest seaport in Scotland, and tenth # 1 is the most populous city in Scotland, and # 5 and the first European Championships in # 4 20th centuries, Glasgow's population grew rapidly, # 3 Revolution, the population and economy of # 5 Glasgow hosted the 2014 Commonwealth Games Print( head(glasgowData), 1) # V1 V2 V3 V4 V5 V6 GlasgowData <- read.table( "Glasgow.txt", header = FALSE, fill = TRUE, encoding = "UTF-8")
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