Data Cleansing

Aide Search quality approach to data cleansing

Even best of best can’t analyze the data without proper data cleansing. Quality analysis always rests on logically clean data– no one can deny this fact. However, if you don’t have the data to clean and want us to start from scratch, don’t be panic. Provide the name of the sources, nature of the data required & other requested details, and we will do the data scrubbing parts also for you at reasonable cost.

 

Often companies don’t give much importance to data cleansing and get it done by semi trend skills workers or by ultra-junior resource and by doing this , they tend to forgot that data cleansing is most important step in the overall data preparation process and without quality clean data and their research work will not deliver optimal results. Data cleansing is the process of analyzing, scrutinizing, identifying and correcting bunch of messy unmeaning full raw data into meaningful data for the research works. Everyone can’t clean the data, people with the understanding of requirements only can clean the data properly.  Inadequate data cleansing and data preparation only lead to research failures.

  1. Understanding the data requirements of the project/clients
  2. Outline for data scrubbing/web scarping if required – identifying sources & techniques

3. To understand how scrubbed/clean data can be used effectively for analysis

4. Identifying techniques for efficient data cleansing within time-frame

5. Data cleansing involves removing/highlighting outliers from the data (data that may distort analysis)

6. Standardization of the data for future uses

7. Loading/storing data into the system or future analysis of the data depend on the client requirement

With Aide Search detailed seven-step approach to web scrapping and data cleansing it’s not tough to remove inaccurate data from the datasets or the files.

Our services allow our clients to dramatically reduce their time spent on web scrapping & cleansing, and end result is more accurate and better analysis.