Output Definitionīased on the insights of the data understanding step, we can define what information should be included in the output. The names are also similar for every genre and are made up by leading zeros (if the file number is below 100), the file number, and “.txt”. As it can be seen in the screenshots above, the text files are stored in directories according to their genre. Luckily for us, the BBC news dataset is already well structured for automating the information extraction. Naming and organisation of the text files Potentially, we need to restructure things, so we can loop more easily through the files. Thus, we are interested in the naming and organisation of the directories.
To write a script that automatically runs through every text file, we need to know how the text files are stored. Looking at the sample data, we also recognise that the segments are separated by new lines which can be used for splitting the text. The following paragraphs represent the article’s text.
In the context of news articles, it can be easily assumed that the first and second section correspond to the title and the subtitle respectively. "As long as I keep up my training but not do too much I think there is a chance of a medal." Claxton has won the national 60m hurdles title for the past three years but has struggled to translate her domestic success to the international stage. The 25-year-old has already smashed the British record over 60m hurdles twice this season, setting a new mark of 7.96 seconds to win the AAAs title. Claxton hunting first major medal British hurdler Sarah Claxton is confident she can win her first major medal at next month's European Indoor Championships in Madrid. To understand the structure, we take a look at some of the text file to get a sense of how the data is structured. Data Understandingīefore being able to extract any information from a text file, we want to know how its information is structured as well as how and where the text files are stored (e.g. My three-step process for this project 1.
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