ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Introduction\n",
    "\n",
    "The aim of the project is to study through the LinkedIn data to find out the **relationships between personal skills and occupations**. We are trying to analyze how certain types of skills contribute to a person’s chance of getting certain type of jobs in certain field. We also want to use a person’s education background as supporting information to see if the college a person studied in will add on the chances.\n",
    "\n",

ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Introduction\n",
    "\n",
    "The aim of the project is to study through the LinkedIn data to find out the **relationships between personal skills and occupations**. We are trying to analyze how certain types of skills contribute to a person’s chance of getting certain type of jobs in certain field. We also want to use a person’s education background as supporting information to see if the college a person studied in will add on the chances.\n",
    "\n",

ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Introduction\n",
    "\n",
    "The aim of the project is to study through the LinkedIn data to find out the **relationships between personal skills and occupations**. We are trying to analyze how certain types of skills contribute to a person’s chance of getting certain type of jobs in certain field. We also want to use a person’s education background as supporting information to see if the college a person studied in will add on the chances.\n",
    "\n",

ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data analysis of Linkedin  Skills and positions\n",
    "Tingxiang Zhu & Mengyao Zhang"
   ]
  },

ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data analysis of Linkedin  Skills and positions\n",
    "Tingxiang Zhu & Mengyao Zhang"
   ]
  },

ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data analysis of Linkedin  Skills and positions\n",
    "Tingxiang Zhu & Mengyao Zhang"
   ]
  },

ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {

ZhuTingxiang

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {