The first example, how to study and analyze the reaction of people regarding COVID-19 by using Twitter dataset. In this pandemic, people tweeting about their opinion according to their view. Stored the opinions and analyzing them to evaluate and rank human assumptions to positive, neutral and negative feelings. This analysis help to forecast and understand people’s feelings that’s affecting businesses. (Khan, Shrivastava, Kapoor, & Tiwari, 2020)
The second example, mapping the mega-drainage system for unexpected heavy rainfall by using radar and optical remote-sensing data. Numerous cracks, faults, and numerous systems buried under the sand may also be exposed in a shallow condition. Based on the information obtained, buried paleo channels, drainage reversals, lakes and drainage diversions can act as ducts or function as water storage areas. (Abdelkareem , Abdalla, Mohamed , & El-Baz , 2020)
Processing the data in order to make a decision, needs for useful and meaningful information that are accurate and free from errors. One of the characteristics of quality information is collect and produce reliable information. Information bias is the result of a calculation mistake of quantitative variables or a misclassification of categorical variables. The effect of data connection error is a false connection results in inaccurate information. (Doidge & Harron, 2019)
There are three types of flow chart:
Khan, Rizwan & Shrivastava, Piyush & Kapoor, Aashna & Tiwari, Aditi & Mittal, Abhyudaya. (2020). SOCIAL MEDIA ANALYSIS WITH AI: SENTIMENT ANALYSIS TECHNIQUES FOR THE ANALYSIS OF TWITTER COVID-19 DATA. Journal of Critical Reviews. 7. 2020,2683-2687.
Abdelkareem, M., Abdalla, F., Mohamed, S. Y., & El-Baz, F. (2020). Mapping paleohydrologic features in the arid areas of Saudi Arabia using remote-sensing data. Water, 12(2), 417.
James C Doidge, Katie L Harron, Reflections on modern methods: linkage error bias, International Journal of Epidemiology, Volume 48, Issue 6, December 2019, Pages 2050–2060, https://doi.org/10.1093/ije/dyz203
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