Homepage | CS:GO

• requests
• pandas
• datetime
• time
• json

The data collected and extracted from the website consists of odds generated by global bookmakers. Each match on the website has a set of estimated bettings odds. Oddspedia has betting odds for many domains: the domain the client is concerned with is the the competitive first person shooter Counter Strike: Global Offensive (CS:GO) for the dates Jan. 1 2022 to Present.

The client wanted the following elements from the webpage:

• The odds for all bookmakers for the Match Winner category and for all the Maps.
• The Match Handicap odds for all the matches.
• Match Details for all the matches especially the name of the teams, the venue, the starting time, and the starting date.
• Odds Movement for all the matches specifically the highest odds, the lowest odds, and the average odds.

A picture of all the elements are shown in Table 1 below.

Match Odds	Handicap Odds
Match Details	Odds Movement

Table 1: Screenshots of each section of the website that requires data extraction.

A short peak into what the collected, organized, and pre-processed data looks like.

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