1-Now your friend has followed a lot of different food bloggers, he needs to analyse the habits of these bloggers.
a-From the list of instagram handles you obtained when you searched ‘food’ in previous project. Open the first 10 handles and find the top 5 which have the highest number of followers
b-Now Find the number of posts these handles have done in the previous 3 days.
c-Depict this information using a suitable graph.
2-Your friend also needs a list of hashtags that he should use in his posts.
a-Open the 5 handles you obtained in the last question, and scrape the content of the first 10 posts of each handle.
b-Prepare a list of all words used in all the scraped posts and calculate the frequency of each word.
c-Create a csv file with two columns : the word and its frequency
d-Now, find the hashtags that were most popular among these bloggers
e-Plot a Pie Chart of the top 5 hashtags obtained and the number of times they were used by these bloggers in the scraped posts.
3-You need to also calculate average followers : likes ratio for the obtained handles.
a-Followers : Likes ratio is calculated as follows:
b-Find out the likes of the top 10 posts of the 5 handles obtained earlier.
c-Calculate the average likes for a handle.
d-Divide the average likes obtained from the number of followers of the handle to get the average followers:like ratio of each handle.
e-Create a bar graph to depict the above obtained information.