Total 721 different pokemons and approx 800 total pokemon stats containing Normal,Legendary and Mega Evolutions.
dataset = pd.read_csv("Pokemon(copy).csv")
print ('Datasets:' ,dataset.shape )
Datasets: (800, 9)
Science
Visual Analysis of Pokemon Dataset
Pokemon Attributes :
- Name: Name of each pokemon
- base_experience : Base Experience of Pokemon
- height : Height Of pokemon
- weight : Weight Of pokemon
- Type 1: Each pokemon has a type, this determines weakness/resistance to attacks
- Type 2: Some pokemon are dual type and have 2
- Abilities : (1,2,Hidden) Abilities of pokemon determines behavior or responding to certain conditions such as terrain,stat change etc.
- Total: sum of all stats that come after this, a general guide to how strong a pokemon is
- HP: hit points, or health, defines how much damage a pokemon can withstand before fainting
- Attack: the base modifier for normal attacks (eg. Scratch, Punch)
- Defense: the base damage resistance against normal attacks
- SP Atk: special attack, the base modifier for special attacks (e.g. fire blast, bubble beam)
- SP Def: the base damage resistance against special attacks
- Speed: determines which pokemon attacks first each round
Birthday Paradox
In a random gathering of 23 people, there is a 50% chance that two people will have the same birthday, is known as Birthday Paradox or Birthday problem.
Patterns in fibonacci Series
The Fibonacci Sequence is the series of numbers such that next number is found by adding up the two numbers before it.
Minimum Steiner tree problem
Why ? 1-1+1-1+1…..=1/2
The sequence of partial sums of Grandi’s series is 1, 0, 1, 0, …, which clearly does not approach any number.Hence According to Modern mathematics definition of Convergence of Series , Grandi’s series is divergent.
Using the simplest methods other than integration or 1/x method we can prove Grandi’s series is converges to 1/2.
Global Dimming and Global Warming
Global Dimming Vs. Global Warming
Everybody knows what is Global Warming and Climate change.Do you ever heard about Global Dimming?Strange but True story is that Global Dimming is showing significant appearance on Planet Earth. But just get some information about its causes and effects.
Global warming and global dimming are exactly opposite phenomena.
Sorting methods in Short
Bubble sort
Bubblesort compares adjacent numbers and swap those that are out of order i.e if next number is greater than the previous one then numbers will not swap.This swapping would not stop until the whole list would get ascending order.
When elements are sorted in reverse order then bubble sort takes maximum time .
When elements are already sorted then it takes minimum time .
bubble sorted lists are stable.
Aditya Vichare 