Survey-insights

Description

in these survey the focused in classifying people who are being asked into groups like based on alot of features like gander,nationality,Religion and more other features even race and zodiac signs and then ask them 5 main questions for the survey:

• What do you think when an influencer is obviously selling a product?
• What social platform has influenced your online shopping most?
• What is the most important trait when defining an influencer?
• Who are your favorite people to follow online?
• Does it annoy you when popular social media accounts endorse products or services?
• What do you consider an influencer?

with this so many groups it will be hard to access all this information
Goalis to build an interactive dashboard to accessing the information and insights of the survey more easily
with a small piece of code with python splited the qusitions info 5 data farmes each one have a qusiton of the survey

influencer_seller=df[df['Question'] == 'What do you think when an influencer is obviously selling a product?']
online_shoping_influencer=df[df['Question'] == 'What social platform has influenced your online shopping most?' ]
defining_a_influencer=df[df['Question'] == 'What is the most important trait when defining an influencer?' ]
favorite_people=df[df['Question'] == 'Who are your favorite people to follow online?' ]
Churn_from_ads=df[df['Question'] == 'Does it annoy you when popular social media accounts endorse products or services?']

#Save to CSV
influencer_seller.to_csv('E:\\py\\Servay\\influencer_seller.csv',index=False)
online_shoping_influencer.to_csv('E:\\py\\Servay\\online_shoping_influencer.csv',index=False)
defining_a_influencer.to_csv('E:\\py\\Servay\\defining_a_influencer.csv',index=False)
favorite_people.to_csv('E:\\py\\Servay\\favorite_people.csv',index=False)
Churn_from_ads.to_csv('E:\\py\\Servay\\Churn_from_ads.csv',index=False)

Dashboard

Note

Groups that have less than 20 person are exterminated

Web and Mobile groups were also removed because they don't make sense to be measured with