Data Visualization: Kibana - Elastic Search (Research Proposal Sample)
What is the difference between data analysis and data visualization?
What is data visualization Why is it needed?
What is the most important skill to use when you are making a data visualization with a new tool?
What are the three 3 most common data visualizations?
What is data visualization and why is it important?
Kibana; Elastic Search
It is a component of Elastic Stack which turns data into visual insights which can be used for decision making. Its interactive data visualization components entail maps, charts and histograms which goes beyond establishing a standard dashboard used for analysis and visualization ("View monitoring data in Kibana | Kibana Guide [7.15] | Elastic", 2018). It combines sources from different sources to determine correlations, analyze trends to determine hidden relationships. It used data structure known as inverted index which supports full-text search which is very first.
The data stored in Elasticsearch is categorized into two categories; content and time series data such as log entries (Zamfir et al, 2019). The data stored is managed through indexed and fully searchable real-time. To enhance data management, Elasticsearch enables definition of multiple tiers of data nodes of different features, it automatically transitions indices based on individual performance desires using the index lifecycle management (ILM), it performs asynchronous searches of data, and finally, it leverages searchable snapshots stored remotely (Zamfir et al, 2019).
Elasticsearch does not require a dedicated field data type for tables. By default, any field can contain zero or more values, but all values in the array must be of the same field type.
Most Elasticsearch data types are available in Elasticsearch SQL (Zamfir et al, 2019). With the exception of the date data type which is the date and time in Elasticsearch SQL, Elasticsearch SQL maps all Elasticsearch data types to data types with the same name.
- Topic: Career Management Recommendation SummaryDescription: Skill gap is the greatest challenge to many workers in different organizations. Organizations are always determined to hire people with the necessary skills to fill vacant jobs, but sometimes getting completely skilled ones is never easy....5 pages/≈1375 words| 6 Sources | APA | Literature & Language | Research Proposal |
- How Does Fairness Affect Morality?Description: Fairness is a notion that focuses on the behaviors associated with logical judgements. Fairness is through rational reasoning. It is recommended that individuals embrace the notion of fairness in their judgements in all aspects of life. Much may be accomplished in terms of problem solving with fairness in...3 pages/≈825 words| 3 Sources | APA | Literature & Language | Research Proposal |
- Product and Service IdeasDescription: Brief Description: The product has tiny micro-holes that enable up to 50 percent reduction of water consumption compared to traditional showerheads. Clean, fresh water is a limited resource, and daily appliances that help conserve the same help save on water bills and protect the environment. The showerhead...2 pages/≈550 words| No Sources | APA | Literature & Language | Research Proposal |