Analisis Data

Open Ended

What is data?

Multiple Choice

Which step comes immediately after 'Data Preparation' in the data analysis process?

• Data Collection

• Data Transformation

• Data Visualization

• Data Analysis

Multiple Choice

Which of the following best describes the process of data analysis?

• Collecting raw facts and symbols without processing

• Systematically processing raw data to find patterns and useful information

• Visualizing data only

• Making decisions without any data

Open Ended

Explain the main differences between qualitative and quantitative data based on their form, focus, and collection methods.

Multiple Select

Select all the functions of data analysis mentioned in the lesson.

• Helping make decisions

• Reducing business risk

• Increasing efficiency and productivity

• Finding new business opportunities

Multiple Choice

Which of the following is NOT a direct impact of deforestation as described in the lesson?

• Loss of plant and animal species (extinction)

• Increase in greenhouse effect and global climate change

• Improvement in water quality and reduction in pollution risk

• Increase in risk of floods and landslides

Multiple Select

Select all factors that are causes of deforestation according to the lesson.

• Forest fires caused by human activities

• Expansion of agricultural and plantation land

• Illegal and unstructured logging

• Urban development and mining activities

Open Ended

Explain how human activities contribute to deforestation, using examples from the lesson.

Multiple Choice

Which method is NOT mentioned as a way to prevent deforestation?

• Reforestation

• Forest monitoring

• Implementing REDD+

• Building highways

Open Ended

Compare the total deforestation in Aceh and Papua for the years 2020-2021 and 2021-2022. What trends do you observe?

Multiple Choice

Which type of animal had the highest number of endangered species in Indonesia in 2021 according to the data?

• Fish

• Invertebrates

• Mammals

• Birds

Multiple Choice

Based on the temperature data from 2018 to 2020 in Central Java, what trend can you observe in the average air temperature during July?

• The average temperature increased each year

• The average temperature decreased each year

• The average temperature remained the same

• The average temperature fluctuated without a clear trend

Open Ended

Compare the number of flood events in Indonesia between 2018 and 2022. What significant changes do you notice?

Multiple Choice

Which types of data visualization are shown in the images, and what are their main purposes?

• Bar chart for comparison, pie chart for proportion, map for distribution

• Line chart for trends, scatter plot for correlation, map for location

• Pie chart for trends, bar chart for distribution, map for comparison

• Histogram for frequency, pie chart for proportion, map for trends

Multiple Select

Select all the stages involved in preparing a report as shown in the image.

• Tahap Pengarahan

• Tahap Pelaksanaan Proyek

• Menyusun Laporan

• Evaluasi Akhir

Multiple Choice

What are the main steps involved in the process of deforestation data analysis as shown in the diagram?

• Data Analysis, Deforestation, Deforestation Data Analysis, Data Visualization and Reporting

• Deforestation, Data Analysis, Data Visualization, Deforestation Data Analysis

• Data Collection, Deforestation, Data Visualization, Reporting

• Deforestation Data Analysis, Data Visualization, Data Analysis, Reporting