Data Exploration Examples
This repository contains a collection of dummy sample data sets that can be used for practicing data exploration and analysis. The data sets are in various formats, such as CSV, Excel, and JSON, and cover a range of topics, including finance, social media, demographics, and more.
Getting Started
To get started with this repository, simply clone or download it to your local machine and open it in your favorite data analysis tool. You can explore the data sets by opening the files and looking at the data, or you can use the data sets to practice using different data analysis tools and techniques, such as filtering, sorting, grouping, aggregating, and visualizing data.
- Product features and design
- Brand reputation and marketing
- Price
- Availability and distribution
- Competition
- Reviews and word-of-mouth
- Economic factors
These are just a few examples of the many factors that can influence sales for smartphones. Ultimately, the success of a smartphone depends on a combination of factors, including the quality of the product, the marketing and distribution strategies, and the overall state of the market.
Table: Phone_by_Price.csv
| Column Name | Description |
|---|---|
| Product ID | A unique identifier for each phone model. |
| Phone | The name of the phone model. |
| Company | The company that produces the phone model. |
| Specs | The technical specifications of the phone model. |
| Price Range | The range of prices for the phone model. |
Table: Phone_by_Sales.csv
| Column Name | Description |
|---|---|
| Date | The date of the sale. |
| Product ID | A unique identifier for each phone model. |
| Phone | The name of the phone model. |
| Launch Date | The date on which the phone model was launched. |
Table: Phone_by_Sentiment.csv
| Column Name | Description |
|---|---|
| Date launched | The date on which the phone model was launched. |
| Phone | The name of the phone model. |
| Company | The company that produces the phone model. |
| Specs | The technical specifications of the phone model. |
| Brunei | The popularity sentiment score for the phone model in Brunei (on a scale of 1-10). |
| Cambodia | The popularity sentiment score for the phone model in Cambodia (on a scale of 1-10). |
| East Timor | The popularity sentiment score for the phone model in East Timor (on a scale of 1-10). |
| Indonesia | The popularity sentiment score for the phone model in Indonesia (on a scale of 1-10). |
| Laos | The popularity sentiment score for the phone model in Laos (on a scale of 1-10). |
| Malaysia | The popularity sentiment score for the phone model in Malaysia (on a scale of 1-10). |