data statistics

For topic: Financial development and growth.
Choose 20 indicators of the category of financial depth, efficiency, stability, access, and others that will play an important role from the excel file. There are indicators of access (41), depth (19), efficiency (11), stability (7), and others (22).

Need 20 variables to work with. These data should be extracted for 20 countries and the number of available years. For example, if you get 15 years of data for 20 countries, this is what you should take. Take these data from 5 continents. All the indicators of depth, efficiency, and stability indicators must be selected.

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1.Provide summary statistics for your 20 variables including a correlation table.
2.Use bar charts or other visual techniques to represent these data. Separate each indicator by region (Africa, Europe, Asia, Latin America, North America) and illustrate with bar charts or another visual technique.
3.Draw a scatter plot with GDP growth on the vertical axis and your indicator on the horizontal axis.
4.Write down conclusions with respect to items 3 and 4. Draw comparisons across regions for item 3. Draw comparisons across your indicators with respect to item 4.
5.In the references, provide a reference to each data source using APA style.

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