Analyze various data pre-processing techniques such as data cleaning, data integration, data transformation, and data reduction. Explain the significance of each technique in improving the quality of data for mining and provide examples of scenarios where each technique would be applied.

1. Недалеко от станции находится железнодорожное депо.
   Explanation: The word "железнодорожное" is used in the neuter gender because "депо" is a neuter noun in Russian.

2. Шимпанзе кормил своего детеныша.
   Explanation: The possessive pronoun "своего" is used in the genitive case to show possession, referring to the chimpanzee's baby.

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