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In 1952, the Kentucky program was shut down for a 12 months because of some extent-shaving scandal. ” The brand new York Instances estimates there are about 10,000 romance novels revealed annually. To verify if there may be any relationship between town/country of the venue evaluated, we analyze every city considered individually. With the assistance of this figure, it is feasible to notice that the nation, and even the town alone, does not look like a relevant affect issue regarding the polarity of the critiques on the platforms. To judge efficiency of the polygon extractor, we compute the mean aerial overlap share between our extracted polygons and those within the official city GIS datasets. Maybe as a result of it is free, some of these motives can still be leveraged, helping to elucidate the lower proportion of destructive comments about Airbnb, primarily the reason for fear of receiving detrimental feedback from the host.

Additionally it is doable to observe that the tendency for this disaggregated evaluation may be very much like that found for the aggregate analysis, together with the lower proportion of adverse critiques seen in CouchSurfing compared to Airbnb. Several tools offer support to sentiment evaluation, each one with particular traits. To do this evaluation, we use the Latent Dirichlet Allocation (LDA) approach, a well-liked approach for modeling matters in textual content material blei2003latent . So, one individual spending a full day within the sun ought to use practically half a tube all by herself. In addition they use wing shape and color to establish, and typically impress, a mate. Determine four shows the relationship between the variety of comments of a venue by sentiment polarity noticed in opinions. This indicates that the results observed in Part 5.2 are not affected by venue recognition. Four (strongly positive), 00 signifies neutral sentiment. As we are able to observe with the help of this determine, the outcomes are much like the one offered in Determine 3, i.e., it was found very few destructive evaluations, and most of them are impartial or constructive. As we will see, platforms from sharing economic system current extra comments with optimistic polarity than in the platform from the standard economy.

We concentrate on destructive comments because we hypothesize that, along with rarer, they tend not to be very informative on hosting platforms of sharing economy. As adverse evaluations are usually more scarce in evaluations in the sharing financial system, neutral opinions can become extra necessary. On this section, we study whether or not the phenomenon noticed (higher positivity in critiques of platforms of the sharing economic system) is dependent on the platform. That is, a better positivity regarding sharing economy lodging can also be seen after we separate the outcomes by cities of the 2 nations analyzed. The information considered are aggregated; that is, they contain all cities without separation. It’s as if the size of polarity began close to the impartial, that’s, representing the most destructive opinions expressed by the customers. Determine 5 shows the distribution of sentiment polarity for all cities. Determine 3: Distribution of sentiment for all platforms, considering all cities studied separately.