Question: A Obs Simply the observation number, 1-150. Could also be thought of as an ID number. B Department Department of the employee: 1 = Research
| A | Obs | Simply the observation number, 1-150. Could also be thought of as an ID number. |
| B | Department | Department of the employee: 1 = Research 2 = Operations 3 = Portfolio Management 4 = Credentialing 5 = IT |
| C | Commute | Employee's self-reported commute length as: 1 = Short 2 = Moderate 3 = Long |
| D | Education | Employee's number of years of education. Twelve (12) signifies high school diploma. |
| E | Tenure | Number of years the employee has been at National Teachers of Excellence. |
| F | Salary | Employee's salary in dollars. |
| G | CultureScore | Employee's rating of the culture at National Teachers of Excellence. An empirically-validated organizational culture inventory was used to collect the data. This is the final score for how the employee rated the organization, with higher numbers referring to a more positive culture. |
These are the specific EQs you need to address.
- EQ1: NTE leadership is concerned that overall unrest with the organizational culture is being driven by unhappiness with current levels of compensation. Is there a positive, negative, or no relationship between salary and culture ratings? What does this imply about the impact salary is having on culture ratings?
- EQ2: NTE is considering offering more opportunities for employees to work remotely from their home or residence, rather than commuting to the headquarters daily, in an effort to boost morale and help the environment. Leadership has decided that once at least one-fourth, or 25%, of NTE employees describe their commute as "Long", they will begin offering this option. What percentage of NTE employees categorize their commute as "Short", "Moderate", and "Long", and has the threshold of 25% for "Long" commutes been met?
- EQ3: If a culture problem is identified at NTE, leadership has acknowledged that it may vary across departments and it may be necessary to prioritize interventions. How do the departments compare to one another in their average culture ratings? Is there a department that would benefit most from an intervention; if so, which? Is there a department that is performing very well based on their culture ratings and could serve as an example to others; if so, which?whatwhatwhat
What is a good introduction and conclusion to article
| Obs | Department | Commute | Education | Tenure | Salary | CultureScore |
| 1 | 1 | 1 | 21 | 13 | 99923 | 35 |
| 2 | 1 | 3 | 24 | 7 | 120000 | 61 |
| 3 | 1 | 2 | 21 | 21 | 88766 | 55 |
| 4 | 1 | 1 | 18 | 16 | 73750 | 40 |
| 5 | 1 | 3 | 18 | 18 | 76976 | 41 |
| 6 | 1 | 3 | 19 | 25 | 87591 | 43 |
| 7 | 1 | 3 | 21 | 25 | 94307 | 44 |
| 8 | 1 | 2 | 22 | 9 | 105950 | 36 |
| 9 | 1 | 3 | 18 | 23 | 72618 | 37 |
| 10 | 1 | 1 | 16 | 20 | 56176 | 49 |
| 11 | 1 | 2 | 17 | 11 | 64759 | 43 |
| 12 | 1 | 3 | 17 | 16 | 74839 | 54 |
| 13 | 1 | 2 | 18 | 13 | 73513 | 46 |
| 14 | 1 | 1 | 21 | 26 | 97365 | 30 |
| 15 | 1 | 2 | 21 | 12 | 96994 | 56 |
| 16 | 2 | 1 | 21 | 16 | 91225 | 7 |
| 17 | 2 | 3 | 19 | 16 | 98361 | 8 |
| 18 | 2 | 3 | 14 | 9 | 56867 | 12 |
| 19 | 2 | 2 | 19 | 19 | 96823 | 6 |
| 20 | 2 | 2 | 18 | 1 | 70617 | 13 |
| 21 | 2 | 2 | 18 | 21 | 98757 | 13 |
| 22 | 2 | 3 | 17 | 20 | 87630 | 11 |
| 23 | 2 | 3 | 17 | 14 | 66124 | 15 |
| 24 | 2 | 1 | 16 | 19 | 79424 | 24 |
| 25 | 2 | 3 | 22 | 26 | 119648 | 20 |
| 26 | 2 | 2 | 18 | 14 | 87216 | 25 |
| 27 | 2 | 1 | 17 | 5 | 74006 | 13 |
| 28 | 2 | 1 | 21 | 12 | 102663 | 15 |
| 29 | 2 | 3 | 20 | 17 | 109166 | 15 |
| 30 | 2 | 1 | 20 | 16 | 92626 | 4 |
| 31 | 2 | 1 | 17 | 12 | 82785 | 22 |
| 32 | 2 | 1 | 22 | 18 | 115028 | 12 |
| 33 | 2 | 2 | 23 | 13 | 115019 | 21 |
| 34 | 2 | 2 | 20 | 18 | 92951 | 14 |
| 35 | 2 | 3 | 17 | 20 | 69815 | 22 |
| 36 | 2 | 2 | 16 | 16 | 77388 | 22 |
| 37 | 2 | 1 | 15 | 22 | 79677 | 24 |
| 38 | 2 | 1 | 15 | 23 | 82934 | 26 |
| 39 | 2 | 3 | 16 | 18 | 78768 | 33 |
| 40 | 2 | 1 | 19 | 32 | 95095 | 17 |
| 41 | 2 | 1 | 15 | 15 | 65210 | 22 |
| 42 | 2 | 2 | 17 | 10 | 83286 | 32 |
| 43 | 2 | 1 | 21 | 25 | 114288 | 19 |
| 44 | 2 | 2 | 18 | 12 | 90090 | 21 |
| 45 | 2 | 1 | 19 | 24 | 99333 | 23 |
| 46 | 2 | 3 | 19 | 15 | 94065 | 14 |
| 47 | 2 | 2 | 19 | 18 | 89664 | 20 |
| 48 | 3 | 2 | 20 | 19 | 105731 | 86 |
| 49 | 3 | 1 | 19 | 15 | 98852 | 84 |
| 50 | 3 | 3 | 17 | 25 | 86212 | 79 |
| 51 | 3 | 1 | 20 | 16 | 95888 | 81 |
| 52 | 3 | 1 | 17 | 6 | 76432 | 73 |
| 53 | 3 | 3 | 22 | 7 | 102468 | 79 |
| 54 | 3 | 3 | 17 | 22 | 94430 | 87 |
| 55 | 3 | 1 | 19 | 17 | 83818 | 77 |
| 56 | 3 | 1 | 21 | 15 | 85500 | 82 |
| 57 | 3 | 1 | 20 | 17 | 95599 | 74 |
| 58 | 3 | 1 | 21 | 11 | 107732 | 84 |
| 59 | 3 | 3 | 17 | 16 | 80633 | 89 |
| 60 | 3 | 1 | 16 | 19 | 79823 | 79 |
| 61 | 3 | 2 | 20 | 12 | 84069 | 73 |
| 62 | 3 | 1 | 21 | 22 | 98429 | 86 |
| 63 | 3 | 3 | 21 | 18 | 118456 | 76 |
| 64 | 3 | 1 | 14 | 17 | 65324 | 77 |
| 65 | 3 | 2 | 22 | 16 | 104261 | 71 |
| 66 | 3 | 2 | 23 | 13 | 110049 | 65 |
| 67 | 3 | 2 | 18 | 16 | 83566 | 90 |
| 68 | 3 | 3 | 12 | 17 | 60922 | 75 |
| 69 | 3 | 1 | 23 | 17 | 114996 | 78 |
| 70 | 3 | 2 | 20 | 9 | 80080 | 78 |
| 71 | 3 | 3 | 17 | 18 | 79832 | 68 |
| 72 | 3 | 3 | 18 | 16 | 82274 | 67 |
| 73 | 3 | 1 | 19 | 8 | 85821 | 64 |
| 74 | 3 | 3 | 19 | 9 | 76295 | 75 |
| 75 | 3 | 3 | 15 | 5 | 45000 | 70 |
| 76 | 3 | 3 | 15 | 16 | 87548 | 74 |
| 77 | 3 | 1 | 22 | 15 | 113330 | 92 |
| 78 | 3 | 2 | 17 | 22 | 92236 | 71 |
| 79 | 3 | 3 | 21 | 23 | 103640 | 79 |
| 80 | 3 | 3 | 18 | 4 | 73063 | 86 |
| 81 | 4 | 2 | 22 | 13 | 100412 | 49 |
| 82 | 4 | 2 | 21 | 8 | 101958 | 61 |
| 83 | 4 | 1 | 16 | 15 | 59212 | 43 |
| 84 | 4 | 1 | 13 | 6 | 64879 | 58 |
| 85 | 4 | 1 | 18 | 13 | 88983 | 43 |
| 86 | 4 | 3 | 18 | 16 | 88756 | 53 |
| 87 | 4 | 1 | 20 | 17 | 106149 | 49 |
| 88 | 4 | 3 | 15 | 22 | 60730 | 55 |
| 89 | 4 | 3 | 14 | 11 | 61024 | 70 |
| 90 | 4 | 1 | 18 | 14 | 91168 | 47 |
| 91 | 4 | 1 | 19 | 20 | 92857 | 46 |
| 92 | 4 | 2 | 18 | 22 | 85670 | 55 |
| 93 | 4 | 1 | 15 | 17 | 68545 | 58 |
| 94 | 4 | 3 | 21 | 13 | 102495 | 55 |
| 95 | 4 | 3 | 16 | 8 | 66565 | 38 |
| 96 | 4 | 2 | 20 | 15 | 89802 | 40 |
| 97 | 4 | 3 | 19 | 7 | 63568 | 61 |
| 98 | 4 | 1 | 14 | 15 | 48760 | 43 |
| 99 | 4 | 3 | 16 | 15 | 74512 | 47 |
| 100 | 4 | 2 | 21 | 18 | 96604 | 45 |
| 101 | 4 | 1 | 21 | 20 | 100513 | 55 |
| 102 | 4 | 1 | 21 | 17 | 98185 | 67 |
| 103 | 4 | 2 | 21 | 8 | 94688 | 51 |
| 104 | 4 | 2 | 21 | 21 | 109884 | 34 |
| 105 | 4 | 3 | 18 | 18 | 93106 | 48 |
| 106 | 4 | 1 | 22 | 24 | 105137 | 43 |
| 107 | 4 | 3 | 19 | 17 | 97958 | 56 |
| 108 | 4 | 2 | 13 | 14 | 52868 | 31 |
| 109 | 4 | 2 | 15 | 15 | 78628 | 45 |
| 110 | 4 | 2 | 19 | 23 | 100121 | 56 |
| 111 | 4 | 3 | 18 | 15 | 96804 | 42 |
| 112 | 4 | 1 | 23 | 22 | 103294 | 48 |
| 113 | 5 | 1 | 22 | 20 | 115873 | 62 |
| 114 | 5 | 2 | 18 | 25 | 102629 | 41 |
| 115 | 5 | 1 | 20 | 7 | 85916 | 45 |
| 116 | 5 | 1 | 18 | 23 | 86534 | 58 |
| 117 | 5 | 3 | 14 | 14 | 71837 | 46 |
| 118 | 5 | 2 | 13 | 24 | 61284 | 42 |
| 119 | 5 | 2 | 19 | 21 | 75263 | 57 |
| 120 | 5 | 1 | 15 | 14 | 70230 | 56 |
| 121 | 5 | 2 | 18 | 18 | 85888 | 31 |
| 122 | 5 | 3 | 15 | 13 | 64926 | 54 |
| 123 | 5 | 2 | 19 | 22 | 97941 | 60 |
| 124 | 5 | 1 | 14 | 13 | 61651 | 46 |
| 125 | 5 | 3 | 20 | 15 | 102211 | 44 |
| 126 | 5 | 2 | 18 | 14 | 75456 | 44 |
| 127 | 5 | 1 | 17 | 2 | 71061 | 58 |
| 128 | 5 | 3 | 24 | 4 | 96235 | 50 |
| 129 | 5 | 2 | 14 | 12 | 59273 | 49 |
| 130 | 5 | 1 | 13 | 20 | 61895 | 47 |
| 131 | 5 | 3 | 16 | 13 | 61948 | 52 |
| 132 | 5 | 3 | 21 | 20 | 114959 | 53 |
| 133 | 5 | 2 | 18 | 17 | 78403 | 45 |
| 134 | 5 | 2 | 12 | 7 | 57685 | 39 |
| 135 | 5 | 2 | 16 | 13 | 64741 | 45 |
| 136 | 5 | 1 | 22 | 18 | 115688 | 54 |
| 137 | 5 | 1 | 12 | 14 | 52812 | 59 |
| 138 | 5 | 2 | 17 | 17 | 84618 | 50 |
| 139 | 5 | 1 | 15 | 15 | 65798 | 51 |
| 140 | 5 | 2 | 20 | 11 | 98886 | 50 |
| 141 | 5 | 1 | 19 | 16 | 107570 | 50 |
| 142 | 5 | 1 | 19 | 22 | 89672 | 39 |
| 143 | 5 | 2 | 22 | 20 | 97576 | 50 |
| 144 | 5 | 1 | 18 | 12 | 80949 | 52 |
| 145 | 5 | 3 | 15 | 17 | 78980 | 45 |
| 146 | 5 | 2 | 18 | 35 | 97114 | 49 |
| 147 | 5 | 1 | 22 | 10 | 99580 | 47 |
| 148 | 5 | 1 | 19 | 17 | 95104 | 58 |
| 149 | 5 | 2 | 18 | 12 | 85647 | 56 |
| 150 | 5 | 1 | 14 | 13 | 73871 | 45 |
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