ScrapingTeslaStocks

Problem

I am interested in buying a tesla but i would like to perform some market research first.

I know that any new technology has issues at first which are settled overtime.

So, I found a website: https://www.bloomberg.com/graphics/2019-tesla-model-3-survey/

which has a barplot/histogram that shows minor issues and major issues reported overtime

before making a decision i wanted to scrape the data load it into a pandas dataframe and plot a curve for minor against major issues (Because i dont like histograms)

But when i tried to scrape the data i found out that the values that i am trying to scrape

(e.g Minor Issues = 63.7,Major Issues = 10.0 for Jan 2018 and so on) are being generated dynamically i.e. by javascript and i am not able to see those values in html.

Solution

1. Extracted Data From Bloomberg site using selenium

a.Data only visible when we hover mouse over it.

b.I found out that data became visible when we hover mouse over a div tag names "rect".

2. Store Data in the form of Pandas DataFrame.

3.Visualized with seaborn library