A data science tool with many functions for data processing (preprocessing), visualization, analysis, sharing, etc. is available on the Unipos website.Exploratorypage has been added.
Exploratory is a tool for performing a wide range of important data science tasks, including accessing data, manipulating data, visualizing data, analyzing data using statistics and machine learning, and creating dashboards and reports. Since it is built on R, its functionality can be expanded using open source packages.
Exploratory's simple, modern UI allows you to quickly explore data and discover insights that will inform your decisions and share them with others.
About Exploratory
"Democratizing data scienceA company from Silicon Valley that was launched in the spring of 2016 by a Japanese developer from former Oracle with the mission of In addition to the development of Exploratory, we also conduct educational activities through training and seminars to disseminate data science knowledge and skills.
By democratizing data science, everyone will be able to collect their own data, analyze their own data, and use the information gained to make better decisions. can. We believe that if this happens, the world will be a better place.
– From the manufacturer’s website About page
https://exploratory.io/about/
Exploratory Functions/Features
An introduction video by Exploratory CEO Kanichiro Nishida has been released (Japanese)
data access
Supports various data sources such as files such as CSV and JSON, various cloud applications, and DBs.
List of supported data sources
Data processing (preprocessing)
After ensuring reproducibility, visualize and analyze data and process data as necessary.
| reproducible steps | branch | independent steps |
| Add columns / create calculations | totalling | Aggregation – Custom calculations |
| pivot | Replace value | Processing text data |
| Text data processing – conversion | Joining data | Merging data |
| converting sentences into words | From wide type to long type | From long type to wide type |
Data visualization
Visualize data from various angles using multiple types of charts
List of chart types and functions
Data analysis (statistics/machine learning)
Easily explore data using various statistical and machine learning algorithms
| Hypothesis testing | Hypothesis testing for multiple groups | Power analysis |
| Predictive models for data analysis | Prediction model grammar | variable importance |
| Predicted impact | coefficient | Multiple models per multiple groups |
| Diagnosis – Multicollinearity | K-Means clustering | decision tree |
| Survival analysis | Market basket analysis | Time series prediction |
| Abnormal value detection in time series data | Principal component analysis |
More information about data analysis
Dashboard (communication)
Dashboard with various content such as charts, analytics, parameters, etc.
About License
Exploratory Desktop
・Personal (for individuals/individual business owners)
– Not available for offline use
– For Exploratory server, only “shared” can be connected
・Business (for corporate companies)
– Can be used offline (offline license key provided)
– Can connect to Exploratory servers “Shared”, “Hosted (*)” and “On-Premise (*)”
– Team features (project sharing, team management, etc.)
– Priority support
*A separate Exploratory Server license is required.
A free Academic plan is available for students and teachers.
Details of each plan This maker page Please check (Japanese)
Exploratory server
Publish the insights, data, and projects you create with Exploratory Desktop to Exploratory Server, so they can be reproducibly shared with other team members. You can also automate data updates.
For details, This maker page Please check (Japanese)
・Hosted cloud
A cloud service plan operated and provided by the manufacturer.
You can start using it right away, and the manufacturer will also take care of all types of maintenance.
You can choose from the following two types of resource configurations (exclusive resources)
Standard room
CPU: 4 cores (x86_64) / Memory: 16GB / Disk capacity: 1TB
plus
CPU: 8 cores (x86_64) / Memory: 64GB / Disk capacity: 1TB
・On-prem server
On-premises plan that is installed and used on your own server.
You can build an environment within your company's firewall and operate under complete control.
Exploratory Server For details on each plan, Comparison table on this manufacturer's page Please check (Japanese)
Main applications/fields of use
- Business intelligence
- Formulation of marketing strategy and measurement of effectiveness
- Data science education and training
- Quality control in manufacturing industry
- Improving energy efficiency and sustainable resource management
- social science research
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■ Click here for product details and inquiries Exploratory | Easy-to-use data science tool with a simple and modern UI Manufacturer (Exploratory, Inc.) Website
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