Data Analysis - Process. Data Analysis is a process of collecting, transforming, cleaning, and modeling data with the goal of discovering the required information. The results so obtained are communicated, suggesting conclusions, and supporting decision-making.
The numerator of the return on common stockholders' equity is net income minus preferred dividends.
Option d
<u>Explanation:</u>
Return on common stockholders' equity which is also named as return on equity (ROE) ratio evaluates the accomplishment of a company in resulting income for the benefit of common stakeholders.
<em>Use of return on equity:</em>
- Isolates common equity returns
- Can be used to evaluate dividends
- Evaluates the use of capital by the management
It is calculated by income available for stockholders divided by the total number of common stock and is expressed or represented in percentage. Income available for common stockholders can be arrived by reducing preference dividends from Net income.
That is, 
Hence, net income minus preferred dividends is the right answer.
Answer:
Communicating value
Explanation:
Communicating value involves showing others what makes one's product or skills different and better than others that are available.
What value means to stakeholders in a situation needs to be defined.
Focus is then given to how the skill or product can meet these unique needs.
Also one needs to understand the most effective platform to use in communicating value.
In this instance Ethan wants to make his resume stand out from all the other resumes that the company receives in order to be selected for an interview
He is communicating the value he can add to the company.
Answer:
lithium and chlorine
potassium and oxygen
Explanation:
Ionic compound are chemical compound held by electrostatic forces known as ionic bonding. Ionic compound, their is transfer of electron. One atom of element lose electron while the other atom gain electron. The ions involve in bonding are known as cations and anions.
The cations loses electron to become positively charged while the anion receive electron to become negatively charged. An ionic compound possess an anion and a cations. The electronegativity difference between the atom that go into bonding is widely different.
The best option is the bonding between lithium (cations) and chlorine(anions) and potassium(cations) and oxygen(anions).
The bonding is usually between a metal and a non metal.
Li + and Cl- → LiCl
K+ and O2- → K2O
Sorry, what does this mean?