Clean and standardize names
AdvancedWhen merging data from different sources, company names are often inconsistent. Some are ALL CAPS, others lowercase. Some include "Inc." while others say "Corporation". Standardizing these names is essential for accurate matching and reporting.
In this exercise, you have a list of company names in various formats. Your goal is to clean them into a consistent, professional format.
The challenge
Each company name may have one or more of these issues:
- Legal suffixes: Inc, Inc., LLC, Corp, Corporation, Co.
- Leading "The": Sometimes included, sometimes not
- Inconsistent case: ALL CAPS, lowercase, or mixed
Target format
The standardized name should:
- Remove all legal suffixes (Inc, Inc., LLC, Corp, Corporation, Co.)
- Remove the leading "The " if present
- Convert to proper title case
- Have no trailing commas or extra spaces
Multiple ways to solve it
There are several valid approaches to this problem. Use any formula strategy you like as long as it produces the standardized names described above. You can rely on a single formula, helper columns, or different functions. Whatever feels most natural to you.
Your task
In column B (rows 2-11), write formulas to standardize each company name. Aim for a solution you can fill down from the first row to the last.
Examples:
- "ACME CORPORATION" → "Acme"
- "the johnson group, llc" → "Johnson Group"
- "Smith & Associates Inc." → "Smith & Associates"
Note: You may end up with a very large formula. This is expected.
Need some help?
Hint 1
One approach is to normalize case first, then remove suffixes and commas, and finally apply title case.
Hint 2
If you use SUBSTITUTE, remember it is case-sensitive unless you normalize the text.
Hint 3
Make sure the formula uses relative references so it fills down cleanly.
Answer
Exercise
Clean and standardize names
AdvancedWhen merging data from different sources, company names are often inconsistent. Some are ALL CAPS, others lowercase. Some include "Inc." while others say "Corporation". Standardizing these names is essential for accurate matching and reporting.
In this exercise, you have a list of company names in various formats. Your goal is to clean them into a consistent, professional format.
The challenge
Each company name may have one or more of these issues:
- Legal suffixes: Inc, Inc., LLC, Corp, Corporation, Co.
- Leading "The": Sometimes included, sometimes not
- Inconsistent case: ALL CAPS, lowercase, or mixed
Target format
The standardized name should:
- Remove all legal suffixes (Inc, Inc., LLC, Corp, Corporation, Co.)
- Remove the leading "The " if present
- Convert to proper title case
- Have no trailing commas or extra spaces
Multiple ways to solve it
There are several valid approaches to this problem. Use any formula strategy you like as long as it produces the standardized names described above. You can rely on a single formula, helper columns, or different functions. Whatever feels most natural to you.
Your task
In column B (rows 2-11), write formulas to standardize each company name. Aim for a solution you can fill down from the first row to the last.
Examples:
- "ACME CORPORATION" → "Acme"
- "the johnson group, llc" → "Johnson Group"
- "Smith & Associates Inc." → "Smith & Associates"
Note: You may end up with a very large formula. This is expected.
Need some help?
Hint 1
One approach is to normalize case first, then remove suffixes and commas, and finally apply title case.
Hint 2
If you use SUBSTITUTE, remember it is case-sensitive unless you normalize the text.
Hint 3
Make sure the formula uses relative references so it fills down cleanly.