Import Your Data

In the following code hunk, import your data.

## Rows: 1560551 Columns: 18
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr  (7): adm0_name, adm1_name, mkt_name, cm_name, cur_name, pt_name, um_name
## dbl (10): adm0_id, adm1_id, mkt_id, cm_id, cur_id, pt_id, um_id, mp_month, m...
## lgl  (1): mp_commoditysource
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

Rules

The final project is the culmination of everything you have learned in this specialization. Students will create an R Markdown file that includes a series of compelling visualizations.

The final project should contain eight polished and complete data-driven graphics based on the topic chosen by the learner in the portfolio. There should be at least three different types of figure. At least one figure should be either animated or interactive, using gganimate, shiny, or plotly.

The primary emphasis is on the quality of the individual graphics. The most important features of a final published graphic are its clarity in delivering a rich amount of information.

Make sure that your graphics:

  1. Include a title that describes the figure

  2. Have appropriate and clear axis labels and legends

  3. Include a variety of figure types. Use at least 3 figure types (e.g., some combination of box plots, line plots, bar charts, heatmaps, spatial figures, dumbbell charts, etc.).

Once you are done with your report, upload to either RPubs or your shinyapps.io account. You will share a link to your report or dashboard as your submission for this assignment.

Graph 1

This is a line plot of the food prices in different countries over time.

Graph 2

This is a line plot of the food prices in different food categories over time, that plots the price on the x axis and the time on the y axis. I will create a 4 column tibble with these data.

Graph 3

This is a bar chart of the food prices in different countries in March 2015.

Graph 4

This is a heatmap of the food prices in different countries over time.

Graph 5

A box plot of Food Prices in Osaka.

Graph 6

Animated box plot of Food Prices in Osaka.

Graph 7

A lolipop chart of different prices in Soma, Japan. Sort categories by price.

Graph 8

A pie chart of the food prices in Soma, Japan in 2019.