data_info

   CodingHours  CoffeeCupsPerDay     CoffeeTime CodingWithoutCoffee       CoffeeType CoffeeSolveBugs  Gender  Country  AgeRange
0            8                 2  Before coding                 Yes      Caffè latte       Sometimes  Female  Lebanon  18 to 29
1            3                 2  Before coding                 Yes        Americano             Yes  Female  Lebanon  30 to 39
2            5                 3   While coding                  No          Nescafe             Yes  Female  Lebanon  18 to 29
3            8                 2  Before coding                  No          Nescafe             Yes    Male  Lebanon       NaN
4           10                 3   While coding           Sometimes          Turkish              No    Male  Lebanon  18 to 29
5            8                 2   While coding           Sometimes          Nescafe             Yes    Male  Lebanon  30 to 39
6            5                 2   While coding                 Yes          Nescafe       Sometimes    Male  Lebanon       NaN
7           10                 4  Before coding           Sometimes          Turkish       Sometimes    Male  Lebanon  18 to 29
8           10                 2   While coding                 Yes  American Coffee       Sometimes    Male  Lebanon  30 to 39
9           10                 2   While coding                 Yes          Nescafe              No    Male  Lebanon  30 to 39

RangeIndex: 100 entries, 0 to 99
Data columns (total 9 columns):
CodingHours            100 non-null int64
CoffeeCupsPerDay       100 non-null int64
CoffeeTime             100 non-null object
CodingWithoutCoffee    100 non-null object
CoffeeType             99 non-null object
CoffeeSolveBugs        100 non-null object
Gender                 100 non-null object
Country                100 non-null object
AgeRange               98 non-null object
dtypes: int64(2), object(7)
memory usage: 7.2+ KB
None
(100, 9)

       CodingHours  CoffeeCupsPerDay
count   100.000000        100.000000
mean      6.410000          2.890000
std       2.644205          1.613673
min       1.000000          1.000000
25%       4.000000          2.000000
50%       7.000000          2.500000
75%       8.000000          4.000000
max      10.000000          8.000000