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Google Reviews Italian Car Finance
Finance & Banking Analytics
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset features Google's reviews collected from four major Italian automotive financial service providers: Toyota Financial Services Italia, Volkswagen Financial Services Italia, Opel Financial Services Italia, and Banca PSA [1, 2]. The data was acquired using a web scraper as part of a Natural Language Processing (NLP) project [1]. This free dataset is suitable for Finance & Banking Analytics, providing valuable text data for analysis [1]. With 526 individual reviews, it serves as an excellent resource for beginners and those working on text-based and NLP projects [1, 2].
Columns
- review: This column contains Google's Italian reviews of an automotive financial service [2].
- financial: This column identifies the automotive financial service provider associated with each review. It contains 514 unique values [2].
- The distribution of reviews among the financial entities is: Volkswagen (44%), Banca_psa (25%), and other providers collectively account for 31% of the reviews (161 reviews) [2].
Distribution
The dataset comprises a total of 526 individual reviews or records [2]. While the specific file format is not detailed, data files of this nature are typically provided in CSV format [3]. Specific row or record numbers beyond the total count of 526 are not available in the provided information [2].
Usage
This dataset is ideal for various applications, including:
- Natural Language Processing (NLP) projects, especially for tasks such as sentiment analysis or topic modelling [1].
- Finance & Banking Analytics, to understand customer feedback and trends within the automotive financial sector [1].
- Text analysis and data mining initiatives [1].
- Market research into customer opinions on financial services in the automotive industry [1].
Coverage
The dataset's geographic scope is Italy, as it contains reviews of Italian automotive financial services [1, 2]. The data specifically covers reviews pertaining to Toyota Financial Services Italia, Volkswagen Financial Services Italia, Opel Financial Services Italia, and Banca PSA [1, 2]. Information regarding the specific time range over which these reviews were collected is not available.
License
CC0 license
Who Can Use It
This dataset is particularly useful for:
- Data scientists and NLP practitioners looking for real-world text data to train models or conduct sentiment analysis on customer reviews [1].
- Financial analysts and researchers interested in customer perception and service quality within the Italian automotive finance sector [1].
- Students and beginners in data science or text analytics, given its 'Beginner' tag [1].
- Automotive industry professionals seeking insights into customer satisfaction with financial services.
Dataset Name Suggestions
- Italian Automotive Financial Reviews
- Google Reviews Italian Car Finance
- Automotive Financial Services Italy Customer Feedback
- Italian Car Finance Customer Sentiment Data
Attributes
Original Data Source: Car_Finance_Italian_reviews
QUALITY