infinite-Joy

print('Dropping the non relevant fields')
print('Shape before dropping the fields {}'.format(df_state.shape))

df_state = df_state.drop(df_state.index[df_state.State == 'Total (All India)'])
df_state = df_state.drop(df_state.index[df_state.State == 'Total (States)'])
df_state = df_state.drop(df_state.index[df_state.State == 'Total (Uts)'])

print('Shape after dropping the fields {}'.format(df_state.shape))

infinite-Joy

# Groupby states
df_state = df.drop('Year', axis=1)
df_state = df_state.groupby('State', as_index=False).agg({'Total': 'sum'})
print(df_state.head())

infinite-Joy

import pandas as pd
data = "./suicides.csv"

df = pd.read_csv(data)
print(df.head())

infinite-Joy

%matplotlib inline

import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
import pylab

# initialise a directed graph
G = nx.DiGraph()

infinite-Joy

graph = {'a': {'w': 14, 'x': 7, 'y': 9},
         'b': {'w': 9, 'z': 6},
         'w': {'a': 14, 'b': 9, 'y': 2},
         'x': {'a': 7, 'y': 10, 'z': 15},
         'y': {'a': 9, 'w': 2, 'x': 10, 'z': 11},
         'z': {'b': 6, 'x': 15, 'y': 11}}

infinite-Joy

findapath(X, Y, W, [X,Y], _) :- edge(X, Y, W). % findapath between X and Y has weight W  if there is an edge between X and Y of weight W
findapath(X, Y, W, [X|P], V) :-                % else findapath between X and Y
       	\+ member(X, V),                       % is true
	edge(X, Z, W1),                        % if we can findapath between X and Z with weight W1
	findapath(Z, Y, W2, P, [X|V]),         % and there is findapat between Z and Y of weight W2
	W is W1 + W2.                          % where W is W1 + W2

:-dynamic(solution/2).
findminpath(X, Y, W, P) :-
	\+ solution(_, _),

infinite-Joy

edge(a,w,14).
edge(a,x,7).
edge(a,y,9).

edge(b,w,9).
edge(b,z,6).

edge(w,a,14).
edge(w,b,9).
edge(w,y,2).

infinite-Joy

infinite-Joy

main :-
    has(X,apples),    % who has apples
    has(Y,plums),     % who has plums
    write(X),         % write the apple lovers
    put(10),          % new line
    write(Y),         % write the plum lovers
    nl, halt.         % new line and halt

infinite-Joy

main :-
  listing(fruit), nl, halt.