Skip to content

Instantly share code, notes, and snippets.

View odubno's full-sized avatar
🤘
do work.

Oleh Dubno odubno

🤘
do work.
View GitHub Profile
@odubno
odubno / Oleh_BikeShare
Created September 23, 2014 21:53
Oleh_BikeShare
{
"metadata": {
"name": "",
"signature": "sha256:babe583f925ec5adafa1d927ec05798a649b236bae95074a63d1af2fc1db3471"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
@odubno
odubno / Oleh_Animal Sleep vs Weight 2.ipynb
Last active August 29, 2015 14:07
Oleh_Dubno_Animal Sleep vs Animal Weight
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@odubno
odubno / Oleh_Bike_Share_Chicago.ipynb
Created October 1, 2014 21:24
Oleh_Bike_Share_Chicago Project 1
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@odubno
odubno / Twitter NLTK Classifier
Created October 26, 2014 21:17
Twitter NLTK Classifier
{
"metadata": {
"name": "",
"signature": "sha256:b4210771a299cbc88f34296aeff1f9b1c287ad94c1189166f814de05547a86ef"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
@odubno
odubno / Data Loans
Created October 26, 2014 21:31
Project 2 Data Problem and Hypothesis - Loans
I got a new data set from https://www.lendingclub.com/info/download-data.action
My new dataset deals with loans. There's lots of info and the column headings that I will focus on and work with are 'loan status', 'total current payment', 'annual income', 'employment length' and 'funded amount'.
Using logistic regression I want to see which factor is most responible for people paying back their loans. I'm also currious to see what causes people to get higher loans. High annual income might be the more obvious answer, maybe there are other factors.
I believe that 'employment length' and 'annual income' could predict the status of a loan.
@odubno
odubno / Loan Data from Lending Club (2007-2011)
Last active August 29, 2015 14:08
Loan Data from Lending Club (2007-2011)
{
"metadata": {
"name": "",
"signature": "sha256:f7554ad7c2b2bcf4011e5b7c992a1d8197698e7e306998457f73a80d838d3314"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
@odubno
odubno / Data Science Class Nov 5
Created November 10, 2014 23:02
Data Science Class Nov 5
{
"metadata": {
"name": "",
"signature": "sha256:25f20ca844a744ab43182ecdd4c764e04014850c441d10e665d2f1060769af46"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
@odubno
odubno / Loan Data (2007-2011) from Lending Club
Created November 12, 2014 23:29
Loan Data (2007-2011) from Lending Club
{
"metadata": {
"name": "",
"signature": "sha256:80eea1f25dfe499f729f79fd21fd1cf6a68ecb92a99c5b6556f2b306adffd130"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
@odubno
odubno / Oleh_Dubno Lending Club Loan Data
Created November 19, 2014 05:22
Oleh_Dubno Lending Club Loan Data_Draft
{
"metadata": {
"name": "",
"signature": "sha256:c8b47c1d474c58c90ff683c6b4e9f9348a7c6a9e4ad6d8da3ac5f11acc04a112"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
@odubno
odubno / Oleh_Dubno_Final_Loans
Last active August 29, 2015 14:10
Oleh_Dubno_Final_Loans
{
"metadata": {
"name": "",
"signature": "sha256:36d208b7f88b9d0788a99e3facba837f717d8b54e80a10a86066657551b5ca06"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [