₦airaland Forum

ibromodzi:
Hello great programmers, I'm new to pandas so I just downloaded this data set from Kaggle.com to practice with. However the program throws an error saying Object DataFrame is not callable. The dataset can be found here.
Here is the code

import pandas as pd
import numpy as np
import researchpy as rp
import scipy.stats
import matplotlib.pyplot as plt

un = pd.read_csv(r"C:\Users\ibrom\Documents\SAMPLE DATASET\Military Expenditure.csv"
#To know the country with highest spending
#first create a new column with total spending over the years

un['Total Spending'] = un.iloc[:, 5:64].sum(axis=1)

#sorting values to know the country with the highest and least spending
un.sort_values('Total Spending', ascending = False)

#filtering based on Type of region
man = rp.summary_cat(un['Type'])
man.reset_index()

#grouyping the countries into continents and assessing their military spending over the year
def continent(country):
if country in ('Algeria','Angola','Benin','Botswana','Burkina Faso','Burundi',
'Cabo Verde','Cameroon',
'Central African Republic','Chad','Comoros',
'Congo, Democratic Republic of the','Congo, Republic of the','Cote d\'Ivoire','Djibouti','Egypt',
'Equatorial Guinea','Eritrea','Eswatini',' Ethiopia', 'Gabon','Gambia','Ghana',
'Guinea',"Guinea-Bissau", 'Kenya', 'Lesotho', 'Liberia', 'Libya', 'Madagascar', 'Malawi', 'Mali',
'Mauritania', 'Mauritius', 'Morocco', 'Mozambique', 'Namibia', 'Niger', 'Nigeria', 'Rwanda',
'Sao Tome and Principe' 'Senegal', 'Seychelles', 'Sierra Leone', 'Somalia', 'South Africa', 'South Sudan',
'Sudan', 'Tanzania', 'Togo', 'Tunisia', 'Uganda', 'Zambia', 'Zimbabwe'):
return "Africa"
elif country in ('Afghanistan', 'Armenia', 'Azerbaijan', 'Bahrain', 'Bangladesh', 'Bhutan', 'Brunei'
'Cambodia', 'China', 'Cyprus', 'Georgia' 'India' 'Indonesia' 'Iran' 'Iraq', 'Israel' 'Japan Jordan',
'Kazakhstan', 'Kuwait', 'Kyrgyzstan', 'Laos','Lebanon', 'Malaysia', 'Maldives', 'Mongolia',
'Myanmar (formerly Burma)', 'Nepal','North Korea', 'Oman', 'Pakistan', 'Palestine', 'Philippines',
'Qatar', 'Russia', 'Saudi Arabia', 'Singapore', 'South Korea', 'Sri Lanka', 'Syria', 'Taiwan',
'Tajikistan', 'Thailand', 'Timor-Leste','Turkey','Turkmenistan', 'United Arab Emirates (UAE)',
'Uzbekistan', 'Vietnam', 'Yemen, Rep'):
return "Asia"
elif country in ('Albania', 'Andorra', 'Armenia', 'Austria', 'Azerbaijan', 'Belarus', 'Belgium', 'Bosnia and Herzegovina',
'Bulgaria', 'Croatia', 'Cyprus', 'Czechia', 'Denmark', 'Estonia', 'Finland', 'France', 'Georgia',
'Germany', 'Greece', 'Hungary', 'Iceland', 'Ireland', 'Italy', 'Kazakhstan', 'Kosovo', 'Latvia',
'Liechtenstein', 'Lithuania', 'Luxembourg', 'Malta', 'Moldova', 'Monaco', 'Montenegro',
'Netherlands', 'North Macedonia', 'Norway', 'Poland', 'Portugal','Romania' 'Russia' 'San Marino' 'Serbia',
'Slovakia', 'Slovenia', 'Spain', 'Sweden', 'Switzerland', 'Turkey', 'Ukraine', 'United Kingdom',
'Vatican City'):
return "Europe"
elif country in ('Antigua and Barbuda', 'Bahamas', 'Barbados', 'Belize Canada', 'Costa Rica', 'Cuba',
'Dominica Dominican Republic', 'El Salvador', 'Grenada', 'Guatemala', 'Haiti', 'Honduras', 'Jamaica',
'Mexico', 'Nicaragua', 'Panama', 'Saint Kitts and Nevis', 'Saint Lucia', 'Saint Vincent and the Grenadines',
'Trinidad and Tobago', 'United States'):
return "North America"
elif country in ('Argentina', 'Bolivia', 'Brazil', 'Chile', 'Colombia', 'Ecuador', 'Guyana', 'Paraguay', 'Peru',
'Suriname', 'Uruguay', 'United States', 'Venezuela'):
return "South America"
elif country in ('Australia', 'Fiji', 'Kiribati', 'Marshall', 'Islands', 'Micronesia', 'Nauru', 'New Zealand',
'Palau', 'Papua New Guinea', 'Samoa', 'Solomon Islands', 'Tonga', 'Tuvalu', 'Vanuatu'):
return "Australia / Oceania"

# Creating the new column for continent
un['Continent'] = un['Name'].apply(continent)

# Create two new dataframes which are subsets of the original data
Europe = un(un['Continent'] == 'Europe')
Europe.reset_index(inplace = True)
NorthAmericaa = un(un['Continent'] == 'North America')

stanliwise:
We are not magicians, tell us the error Message you saw

Ejiod:
There are 2 or if not 3 field in data analysis
Descriptive/Explorative analysis
You need to master these skills
Excel,PowerBI,Tableau,Pandas,SQL,

Predictive analysis
This is where machine learning,deep learning and NLP comes in.This forms the real basics of AI.

Both are under data science. However its advisable to have those skills set under both so you have edge.If you are just doing machine learning without knowing any visualization tools or excel it's just you playing around.

imitateMe:
Just as Nigeria is good at winning u16 football cup; in the same vein, Nigeria loves producing first class graduates at BSc level.
You can't compete with the whites at advanced level All these talk talk won't get us anywhere; we are NOT INTELLIGENT enough!!

How many of our programmers can hack better than the Indians, Americans and Europeans? At least we all have computers. How many Nigerians can invent a cryptocurrency like Santoshi Nakamoto did? How many of our chess masters can beat the average Asian grandmaster?

We'd rather gather and talk, talk and talk!

isthatso:
The comments in this section just shows how poorly educated Nigerians are. Misleading headline aside, Nowhere in that article did it say Buhari approved state police. It was merely a recommendation.

There will never be state police because that will mean the end of Fulani herdsmen

Redeakaa:
Nice.....are u a Christian

Almunjid:
23hours power supply for Nigeria? Are u sure ur state is part of the Naija I know?

Redeakaa:
Somewhere along WUFEDP

Redeakaa:
That's my state..
He does well when it comes to salary payments and also sustained power supply..

We dey see like at least 23hours a day most times

Thumbs up Bagudu

Durentt:
Hello I'm a second year engineering student who just finished first year with a 4.11. The majority of my friends are on a 4.6 above and no, I'm not jealous of them because I know they worked harder than myself last year, I was busy mixing school with romance and play.

But now I was just wondering. Of course it's a new semester and students have begun reading already. At the end of the semester, some will have a 4.7, 4.3 others will get a 3.5, others even 2.8.
Why this difference when they all read and prepared from the start of the semester. What do first class graduates do that others don't.

SouthEastFacts:
So you just rushed and open a new moniker just to talk what you don't know.

As for Kwara, it is never about Saraki. It is more of religious than political. But they will never tell you.

Ilorin brand of islam is scary. So leave Kwara out of this matter.

Saraki would have won if he is still with Buhari.

grossintel:
Why not online? That's the only way this ballot snatching and rigging can stop. There should be electronic voting centers where people who don't know how to use a computer go to vote for their choice, then the file storing the vote will be encrypted and sent to a secure server abroad. The server now checkes for the encryption key and compares it with the encryption key of the voting center where the vote was made before the file will be decrypted and stored. So even if somehow, an attempt is made to send votes to the server from a compromised computer the encryption key won't add up and the server will reject the file and block the Ip from sending to it anymore.

There should be a portal where anyone who wishes to check if their vote counted can simply open up their mobile phone or computer, visit the website and type in their registration number and it will bring up your full details including the time you voted, the center and the candidate you voted.

This is practically possible and this is how a 200 billion naira election should be.

greatface:
Someone suggested cloud9 at some point but i have not used it. Maybe you can check it out.

greatface:
Start saving for a laptop.

At the moment, if you're into web development, download pydroid, install django and you're good to go. With it you can achieve nearly everything possible with pc except databases.

Aide is great for java. It even compiles natively.

Ikennablue:
08121148673 WhatsApp

ItrendNaija:
The only way u can upgrade your Lumia 535is to switch to Android or iOS

rapthugx:
Please don't get me wrong, you don't need WiFi to connect download the upgrade advisor app, you need WiFi to upgrade your phone to windows 10 (after you must have downloaded the upgrade advisor)

Ikennablue:
i have created an app with just my phone, it's an hybrid app, wrote the code on webmaster lite using bootstrap, javascript and jquery.

I tested it on UC browser then i converted it to an app with phonegap.

Towbaba500:
Sorry which language
If it's Python,get pydroid from playstore,if it's html css and js get anwritwer there are other ides for java c++ etc on playstore