fix tag?

Author: lukebarousse

3_Project/1_EDA_Intro.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "2c83b522",
+   "id": "d3aef671",
    "metadata": {},
    "source": [
     "<a target=\"_blank\" href=\"https://colab.research.google.com/github/lukebarousse/Python_Data_Analytics_Course/blob/main/3_Project/1_EDA_Intro.ipynb\">\n",
@@ -12,15 +12,15 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e137029d",
+   "id": "bf6c389d",
    "metadata": {},
    "source": [
     "# Exploratory Data Analysis & Intro"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "c1c74ed3",
+   "id": "a314e408",
    "metadata": {},
    "source": [
     "## Goal\n",
@@ -32,7 +32,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ce35a855",
+   "id": "470d6077",
    "metadata": {},
    "source": [
     "## Final Deliverables:\n",
@@ -43,7 +43,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0fef841d",
+   "id": "758dfdd2",
    "metadata": {},
    "source": [
     "## Questions to Answer\n",
@@ -59,7 +59,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "20a04bd7",
+   "id": "6878d7fc",
    "metadata": {},
    "source": [
     "## Exploratory Data Analysis for all Data Roles\n",
@@ -70,7 +70,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "53414b64",
+   "id": "adc1b41d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -93,7 +93,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "897b5e08",
+   "id": "7bd9540b",
    "metadata": {},
    "outputs": [
     {
@@ -121,7 +121,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d26cb55a",
+   "id": "67a0d8aa",
    "metadata": {},
    "source": [
     "### Countries to Explore"
@@ -130,7 +130,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "b147d207",
+   "id": "fd46f166",
    "metadata": {},
    "outputs": [
     {
@@ -158,7 +158,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d13c0fb0",
+   "id": "892313f3",
    "metadata": {},
    "source": [
     "### Companies to Explore"
@@ -167,7 +167,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "323c6bf3",
+   "id": "3cf594ad",
    "metadata": {},
    "outputs": [
     {
@@ -195,7 +195,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "948cc992",
+   "id": "0f197077",
    "metadata": {},
    "source": [
     "### Job Opportunities"
@@ -204,7 +204,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "f0cc09d6",
+   "id": "a8ab2d13",
    "metadata": {},
    "outputs": [
     {
@@ -236,7 +236,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "92b92937",
+   "id": "d7732921",
    "metadata": {},
    "source": [
     "## Exploratory Data Analysis for Data Analysts in the US"
@@ -245,7 +245,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "63a20c48",
+   "id": "212ed0ba",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -267,7 +267,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4b30ebcb",
+   "id": "34ecf71b",
    "metadata": {},
    "source": [
     "### Filter for US Data Analyst roles"
@@ -276,7 +276,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "e438bf99",
+   "id": "d3386448",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -285,7 +285,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f90ec8ba",
+   "id": "e8161a9a",
    "metadata": {},
    "source": [
     "### Locations to Explore:"
@@ -294,7 +294,7 @@
   {
    "cell_type": "code",
    "execution_count": 11,
-   "id": "e43b7434",
+   "id": "68560d90",
    "metadata": {},
    "outputs": [
     {
@@ -322,7 +322,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b0f87a3e",
+   "id": "bf884587",
    "metadata": {},
    "source": [
     "### Job Opportunities"
@@ -331,7 +331,7 @@
   {
    "cell_type": "code",
    "execution_count": 13,
-   "id": "9c386334",
+   "id": "f1bc577e",
    "metadata": {},
    "outputs": [
     {
@@ -366,7 +366,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5b795ba3",
+   "id": "9fde3777",
    "metadata": {},
    "source": [
     "### Companies to Explore:"
@@ -375,7 +375,7 @@
   {
    "cell_type": "code",
    "execution_count": 15,
-   "id": "dde7d144",
+   "id": "61caea25",
    "metadata": {},
    "outputs": [
     {