Spaces:
Sleeping
Sleeping
Upload precomputed_data.json
Browse files- precomputed_data.json +917 -0
precomputed_data.json
ADDED
|
@@ -0,0 +1,917 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"meta": {
|
| 3 |
+
"generated_at": "2026-03-07T20:02:15.643765",
|
| 4 |
+
"total_rows_processed": 785741,
|
| 5 |
+
"dataset": "lukebarousse/data_jobs"
|
| 6 |
+
},
|
| 7 |
+
"summary_stats": {
|
| 8 |
+
"total_jobs": 785741,
|
| 9 |
+
"avg_salary": 123199,
|
| 10 |
+
"active_companies": 139982,
|
| 11 |
+
"market_growth": "-6.9%"
|
| 12 |
+
},
|
| 13 |
+
"top_titles": [
|
| 14 |
+
{
|
| 15 |
+
"title": "Data Analyst",
|
| 16 |
+
"count": 196075,
|
| 17 |
+
"pct": 25.0
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"title": "Data Engineer",
|
| 21 |
+
"count": 186241,
|
| 22 |
+
"pct": 23.7
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"title": "Data Scientist",
|
| 26 |
+
"count": 172286,
|
| 27 |
+
"pct": 21.9
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"title": "Business Analyst",
|
| 31 |
+
"count": 49063,
|
| 32 |
+
"pct": 6.2
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"title": "Software Engineer",
|
| 36 |
+
"count": 44929,
|
| 37 |
+
"pct": 5.7
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"title": "Senior Data Engineer",
|
| 41 |
+
"count": 44563,
|
| 42 |
+
"pct": 5.7
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"title": "Senior Data Scientist",
|
| 46 |
+
"count": 36957,
|
| 47 |
+
"pct": 4.7
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"title": "Senior Data Analyst",
|
| 51 |
+
"count": 29216,
|
| 52 |
+
"pct": 3.7
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"title": "Machine Learning Engineer",
|
| 56 |
+
"count": 14080,
|
| 57 |
+
"pct": 1.8
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"title": "Cloud Engineer",
|
| 61 |
+
"count": 12331,
|
| 62 |
+
"pct": 1.6
|
| 63 |
+
}
|
| 64 |
+
],
|
| 65 |
+
"salary_by_title": [
|
| 66 |
+
{
|
| 67 |
+
"title": "Senior Data Scientist",
|
| 68 |
+
"avg": 153771,
|
| 69 |
+
"median": 155500,
|
| 70 |
+
"min": 45000,
|
| 71 |
+
"max": 475000,
|
| 72 |
+
"count": 1689
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"title": "Senior Data Engineer",
|
| 76 |
+
"avg": 145841,
|
| 77 |
+
"median": 147500,
|
| 78 |
+
"min": 35000,
|
| 79 |
+
"max": 425000,
|
| 80 |
+
"count": 1591
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"title": "Data Scientist",
|
| 84 |
+
"avg": 135850,
|
| 85 |
+
"median": 127500,
|
| 86 |
+
"min": 27000,
|
| 87 |
+
"max": 585000,
|
| 88 |
+
"count": 5921
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"title": "Data Engineer",
|
| 92 |
+
"avg": 130151,
|
| 93 |
+
"median": 125000,
|
| 94 |
+
"min": 20000,
|
| 95 |
+
"max": 525000,
|
| 96 |
+
"count": 4499
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"title": "Senior Data Analyst",
|
| 100 |
+
"avg": 113911,
|
| 101 |
+
"median": 111175,
|
| 102 |
+
"min": 30000,
|
| 103 |
+
"max": 425000,
|
| 104 |
+
"count": 1131
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"title": "Machine Learning Engineer",
|
| 108 |
+
"avg": 126774,
|
| 109 |
+
"median": 106415,
|
| 110 |
+
"min": 30000,
|
| 111 |
+
"max": 325000,
|
| 112 |
+
"count": 576
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"title": "Software Engineer",
|
| 116 |
+
"avg": 113394,
|
| 117 |
+
"median": 99150,
|
| 118 |
+
"min": 28000,
|
| 119 |
+
"max": 375000,
|
| 120 |
+
"count": 467
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"title": "Cloud Engineer",
|
| 124 |
+
"avg": 111268,
|
| 125 |
+
"median": 90000,
|
| 126 |
+
"min": 42000,
|
| 127 |
+
"max": 280000,
|
| 128 |
+
"count": 65
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"title": "Data Analyst",
|
| 132 |
+
"avg": 93740,
|
| 133 |
+
"median": 90000,
|
| 134 |
+
"min": 25000,
|
| 135 |
+
"max": 400000,
|
| 136 |
+
"count": 5450
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"title": "Business Analyst",
|
| 140 |
+
"avg": 91205,
|
| 141 |
+
"median": 85000,
|
| 142 |
+
"min": 29900,
|
| 143 |
+
"max": 387460,
|
| 144 |
+
"count": 609
|
| 145 |
+
}
|
| 146 |
+
],
|
| 147 |
+
"top_skills": [
|
| 148 |
+
{
|
| 149 |
+
"skill": "sql",
|
| 150 |
+
"count": 384849,
|
| 151 |
+
"pct": 49.0
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"skill": "python",
|
| 155 |
+
"count": 380909,
|
| 156 |
+
"pct": 48.5
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"skill": "aws",
|
| 160 |
+
"count": 145381,
|
| 161 |
+
"pct": 18.5
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"skill": "azure",
|
| 165 |
+
"count": 132527,
|
| 166 |
+
"pct": 16.9
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"skill": "r",
|
| 170 |
+
"count": 130892,
|
| 171 |
+
"pct": 16.7
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"skill": "tableau",
|
| 175 |
+
"count": 127213,
|
| 176 |
+
"pct": 16.2
|
| 177 |
+
},
|
| 178 |
+
{
|
| 179 |
+
"skill": "excel",
|
| 180 |
+
"count": 127018,
|
| 181 |
+
"pct": 16.2
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"skill": "spark",
|
| 185 |
+
"count": 114609,
|
| 186 |
+
"pct": 14.6
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"skill": "power bi",
|
| 190 |
+
"count": 98147,
|
| 191 |
+
"pct": 12.5
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"skill": "java",
|
| 195 |
+
"count": 85612,
|
| 196 |
+
"pct": 10.9
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"skill": "sas",
|
| 200 |
+
"count": 83404,
|
| 201 |
+
"pct": 10.6
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"skill": "hadoop",
|
| 205 |
+
"count": 64842,
|
| 206 |
+
"pct": 8.3
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"skill": "scala",
|
| 210 |
+
"count": 56886,
|
| 211 |
+
"pct": 7.2
|
| 212 |
+
},
|
| 213 |
+
{
|
| 214 |
+
"skill": "snowflake",
|
| 215 |
+
"count": 55015,
|
| 216 |
+
"pct": 7.0
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"skill": "databricks",
|
| 220 |
+
"count": 53182,
|
| 221 |
+
"pct": 6.8
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"skill": "gcp",
|
| 225 |
+
"count": 50727,
|
| 226 |
+
"pct": 6.5
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"skill": "git",
|
| 230 |
+
"count": 50226,
|
| 231 |
+
"pct": 6.4
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"skill": "kafka",
|
| 235 |
+
"count": 49926,
|
| 236 |
+
"pct": 6.4
|
| 237 |
+
},
|
| 238 |
+
{
|
| 239 |
+
"skill": "airflow",
|
| 240 |
+
"count": 45254,
|
| 241 |
+
"pct": 5.8
|
| 242 |
+
},
|
| 243 |
+
{
|
| 244 |
+
"skill": "oracle",
|
| 245 |
+
"count": 45221,
|
| 246 |
+
"pct": 5.8
|
| 247 |
+
}
|
| 248 |
+
],
|
| 249 |
+
"skills_by_title": {
|
| 250 |
+
"Data Analyst": [
|
| 251 |
+
{
|
| 252 |
+
"skill": "sql",
|
| 253 |
+
"count": 92428,
|
| 254 |
+
"pct": 47.1
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"skill": "excel",
|
| 258 |
+
"count": 66860,
|
| 259 |
+
"pct": 34.1
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"skill": "python",
|
| 263 |
+
"count": 57190,
|
| 264 |
+
"pct": 29.2
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"skill": "tableau",
|
| 268 |
+
"count": 46455,
|
| 269 |
+
"pct": 23.7
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"skill": "power bi",
|
| 273 |
+
"count": 39380,
|
| 274 |
+
"pct": 20.1
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"skill": "r",
|
| 278 |
+
"count": 29996,
|
| 279 |
+
"pct": 15.3
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"skill": "sas",
|
| 283 |
+
"count": 27998,
|
| 284 |
+
"pct": 14.3
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"skill": "powerpoint",
|
| 288 |
+
"count": 13822,
|
| 289 |
+
"pct": 7.0
|
| 290 |
+
}
|
| 291 |
+
],
|
| 292 |
+
"Data Engineer": [
|
| 293 |
+
{
|
| 294 |
+
"skill": "sql",
|
| 295 |
+
"count": 113130,
|
| 296 |
+
"pct": 60.7
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"skill": "python",
|
| 300 |
+
"count": 108022,
|
| 301 |
+
"pct": 58.0
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"skill": "aws",
|
| 305 |
+
"count": 62049,
|
| 306 |
+
"pct": 33.3
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"skill": "azure",
|
| 310 |
+
"count": 60674,
|
| 311 |
+
"pct": 32.6
|
| 312 |
+
},
|
| 313 |
+
{
|
| 314 |
+
"skill": "spark",
|
| 315 |
+
"count": 53656,
|
| 316 |
+
"pct": 28.8
|
| 317 |
+
},
|
| 318 |
+
{
|
| 319 |
+
"skill": "java",
|
| 320 |
+
"count": 35559,
|
| 321 |
+
"pct": 19.1
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"skill": "kafka",
|
| 325 |
+
"count": 29073,
|
| 326 |
+
"pct": 15.6
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"skill": "hadoop",
|
| 330 |
+
"count": 28815,
|
| 331 |
+
"pct": 15.5
|
| 332 |
+
}
|
| 333 |
+
],
|
| 334 |
+
"Data Scientist": [
|
| 335 |
+
{
|
| 336 |
+
"skill": "python",
|
| 337 |
+
"count": 113711,
|
| 338 |
+
"pct": 66.0
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"skill": "sql",
|
| 342 |
+
"count": 78982,
|
| 343 |
+
"pct": 45.8
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"skill": "r",
|
| 347 |
+
"count": 59566,
|
| 348 |
+
"pct": 34.6
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"skill": "sas",
|
| 352 |
+
"count": 29534,
|
| 353 |
+
"pct": 17.1
|
| 354 |
+
},
|
| 355 |
+
{
|
| 356 |
+
"skill": "tableau",
|
| 357 |
+
"count": 29445,
|
| 358 |
+
"pct": 17.1
|
| 359 |
+
},
|
| 360 |
+
{
|
| 361 |
+
"skill": "aws",
|
| 362 |
+
"count": 26256,
|
| 363 |
+
"pct": 15.2
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"skill": "spark",
|
| 367 |
+
"count": 24286,
|
| 368 |
+
"pct": 14.1
|
| 369 |
+
},
|
| 370 |
+
{
|
| 371 |
+
"skill": "azure",
|
| 372 |
+
"count": 21664,
|
| 373 |
+
"pct": 12.6
|
| 374 |
+
}
|
| 375 |
+
],
|
| 376 |
+
"Business Analyst": [
|
| 377 |
+
{
|
| 378 |
+
"skill": "sql",
|
| 379 |
+
"count": 17346,
|
| 380 |
+
"pct": 35.4
|
| 381 |
+
},
|
| 382 |
+
{
|
| 383 |
+
"skill": "excel",
|
| 384 |
+
"count": 17108,
|
| 385 |
+
"pct": 34.9
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"skill": "tableau",
|
| 389 |
+
"count": 9313,
|
| 390 |
+
"pct": 19.0
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"skill": "power bi",
|
| 394 |
+
"count": 9229,
|
| 395 |
+
"pct": 18.8
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"skill": "python",
|
| 399 |
+
"count": 8089,
|
| 400 |
+
"pct": 16.5
|
| 401 |
+
},
|
| 402 |
+
{
|
| 403 |
+
"skill": "powerpoint",
|
| 404 |
+
"count": 4583,
|
| 405 |
+
"pct": 9.3
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"skill": "r",
|
| 409 |
+
"count": 4032,
|
| 410 |
+
"pct": 8.2
|
| 411 |
+
},
|
| 412 |
+
{
|
| 413 |
+
"skill": "word",
|
| 414 |
+
"count": 3666,
|
| 415 |
+
"pct": 7.5
|
| 416 |
+
}
|
| 417 |
+
],
|
| 418 |
+
"Software Engineer": [
|
| 419 |
+
{
|
| 420 |
+
"skill": "python",
|
| 421 |
+
"count": 15254,
|
| 422 |
+
"pct": 34.0
|
| 423 |
+
},
|
| 424 |
+
{
|
| 425 |
+
"skill": "sql",
|
| 426 |
+
"count": 12341,
|
| 427 |
+
"pct": 27.5
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"skill": "aws",
|
| 431 |
+
"count": 10446,
|
| 432 |
+
"pct": 23.3
|
| 433 |
+
},
|
| 434 |
+
{
|
| 435 |
+
"skill": "java",
|
| 436 |
+
"count": 9859,
|
| 437 |
+
"pct": 21.9
|
| 438 |
+
},
|
| 439 |
+
{
|
| 440 |
+
"skill": "azure",
|
| 441 |
+
"count": 7103,
|
| 442 |
+
"pct": 15.8
|
| 443 |
+
},
|
| 444 |
+
{
|
| 445 |
+
"skill": "kubernetes",
|
| 446 |
+
"count": 6624,
|
| 447 |
+
"pct": 14.7
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"skill": "docker",
|
| 451 |
+
"count": 6314,
|
| 452 |
+
"pct": 14.1
|
| 453 |
+
},
|
| 454 |
+
{
|
| 455 |
+
"skill": "linux",
|
| 456 |
+
"count": 5537,
|
| 457 |
+
"pct": 12.3
|
| 458 |
+
}
|
| 459 |
+
],
|
| 460 |
+
"Senior Data Engineer": [
|
| 461 |
+
{
|
| 462 |
+
"skill": "python",
|
| 463 |
+
"count": 28884,
|
| 464 |
+
"pct": 64.8
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"skill": "sql",
|
| 468 |
+
"count": 28594,
|
| 469 |
+
"pct": 64.2
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"skill": "aws",
|
| 473 |
+
"count": 19332,
|
| 474 |
+
"pct": 43.4
|
| 475 |
+
},
|
| 476 |
+
{
|
| 477 |
+
"skill": "azure",
|
| 478 |
+
"count": 16177,
|
| 479 |
+
"pct": 36.3
|
| 480 |
+
},
|
| 481 |
+
{
|
| 482 |
+
"skill": "spark",
|
| 483 |
+
"count": 16046,
|
| 484 |
+
"pct": 36.0
|
| 485 |
+
},
|
| 486 |
+
{
|
| 487 |
+
"skill": "java",
|
| 488 |
+
"count": 10126,
|
| 489 |
+
"pct": 22.7
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"skill": "kafka",
|
| 493 |
+
"count": 9677,
|
| 494 |
+
"pct": 21.7
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"skill": "snowflake",
|
| 498 |
+
"count": 9100,
|
| 499 |
+
"pct": 20.4
|
| 500 |
+
}
|
| 501 |
+
]
|
| 502 |
+
},
|
| 503 |
+
"optimal_skills": [
|
| 504 |
+
{
|
| 505 |
+
"skill": "mongo",
|
| 506 |
+
"median_salary": 173500,
|
| 507 |
+
"demand_pct": 0.0,
|
| 508 |
+
"count": 256
|
| 509 |
+
},
|
| 510 |
+
{
|
| 511 |
+
"skill": "cassandra",
|
| 512 |
+
"median_salary": 150000,
|
| 513 |
+
"demand_pct": 0.1,
|
| 514 |
+
"count": 524
|
| 515 |
+
},
|
| 516 |
+
{
|
| 517 |
+
"skill": "golang",
|
| 518 |
+
"median_salary": 147500,
|
| 519 |
+
"demand_pct": 0.0,
|
| 520 |
+
"count": 110
|
| 521 |
+
},
|
| 522 |
+
{
|
| 523 |
+
"skill": "neo4j",
|
| 524 |
+
"median_salary": 147500,
|
| 525 |
+
"demand_pct": 0.0,
|
| 526 |
+
"count": 124
|
| 527 |
+
},
|
| 528 |
+
{
|
| 529 |
+
"skill": "kafka",
|
| 530 |
+
"median_salary": 147500,
|
| 531 |
+
"demand_pct": 0.2,
|
| 532 |
+
"count": 1634
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"skill": "atlassian",
|
| 536 |
+
"median_salary": 147500,
|
| 537 |
+
"demand_pct": 0.0,
|
| 538 |
+
"count": 101
|
| 539 |
+
},
|
| 540 |
+
{
|
| 541 |
+
"skill": "pytorch",
|
| 542 |
+
"median_salary": 147500,
|
| 543 |
+
"demand_pct": 0.1,
|
| 544 |
+
"count": 1078
|
| 545 |
+
},
|
| 546 |
+
{
|
| 547 |
+
"skill": "scala",
|
| 548 |
+
"median_salary": 147500,
|
| 549 |
+
"demand_pct": 0.2,
|
| 550 |
+
"count": 1905
|
| 551 |
+
},
|
| 552 |
+
{
|
| 553 |
+
"skill": "redis",
|
| 554 |
+
"median_salary": 147500,
|
| 555 |
+
"demand_pct": 0.0,
|
| 556 |
+
"count": 117
|
| 557 |
+
},
|
| 558 |
+
{
|
| 559 |
+
"skill": "airflow",
|
| 560 |
+
"median_salary": 147295,
|
| 561 |
+
"demand_pct": 0.2,
|
| 562 |
+
"count": 1496
|
| 563 |
+
},
|
| 564 |
+
{
|
| 565 |
+
"skill": "shell",
|
| 566 |
+
"median_salary": 145125,
|
| 567 |
+
"demand_pct": 0.1,
|
| 568 |
+
"count": 718
|
| 569 |
+
},
|
| 570 |
+
{
|
| 571 |
+
"skill": "tensorflow",
|
| 572 |
+
"median_salary": 145000,
|
| 573 |
+
"demand_pct": 0.2,
|
| 574 |
+
"count": 1225
|
| 575 |
+
},
|
| 576 |
+
{
|
| 577 |
+
"skill": "dynamodb",
|
| 578 |
+
"median_salary": 140000,
|
| 579 |
+
"demand_pct": 0.0,
|
| 580 |
+
"count": 219
|
| 581 |
+
},
|
| 582 |
+
{
|
| 583 |
+
"skill": "redshift",
|
| 584 |
+
"median_salary": 140000,
|
| 585 |
+
"demand_pct": 0.2,
|
| 586 |
+
"count": 1511
|
| 587 |
+
},
|
| 588 |
+
{
|
| 589 |
+
"skill": "typescript",
|
| 590 |
+
"median_salary": 140000,
|
| 591 |
+
"demand_pct": 0.0,
|
| 592 |
+
"count": 117
|
| 593 |
+
},
|
| 594 |
+
{
|
| 595 |
+
"skill": "spark",
|
| 596 |
+
"median_salary": 140000,
|
| 597 |
+
"demand_pct": 0.5,
|
| 598 |
+
"count": 4014
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"skill": "kubernetes",
|
| 602 |
+
"median_salary": 139216,
|
| 603 |
+
"demand_pct": 0.1,
|
| 604 |
+
"count": 925
|
| 605 |
+
},
|
| 606 |
+
{
|
| 607 |
+
"skill": "nosql",
|
| 608 |
+
"median_salary": 138640,
|
| 609 |
+
"demand_pct": 0.2,
|
| 610 |
+
"count": 1677
|
| 611 |
+
},
|
| 612 |
+
{
|
| 613 |
+
"skill": "scikit-learn",
|
| 614 |
+
"median_salary": 137610,
|
| 615 |
+
"demand_pct": 0.1,
|
| 616 |
+
"count": 687
|
| 617 |
+
},
|
| 618 |
+
{
|
| 619 |
+
"skill": "pandas",
|
| 620 |
+
"median_salary": 136500,
|
| 621 |
+
"demand_pct": 0.1,
|
| 622 |
+
"count": 1043
|
| 623 |
+
}
|
| 624 |
+
],
|
| 625 |
+
"skill_trends": [
|
| 626 |
+
{
|
| 627 |
+
"year_month": "2023-01",
|
| 628 |
+
"aws": 16805,
|
| 629 |
+
"azure": 15385,
|
| 630 |
+
"excel": 15087,
|
| 631 |
+
"java": 10447,
|
| 632 |
+
"power bi": 10660,
|
| 633 |
+
"python": 44889,
|
| 634 |
+
"r": 16351,
|
| 635 |
+
"spark": 14304,
|
| 636 |
+
"sql": 45774,
|
| 637 |
+
"tableau": 14805
|
| 638 |
+
},
|
| 639 |
+
{
|
| 640 |
+
"year_month": "2023-02",
|
| 641 |
+
"aws": 12219,
|
| 642 |
+
"azure": 11114,
|
| 643 |
+
"excel": 10732,
|
| 644 |
+
"java": 7507,
|
| 645 |
+
"power bi": 8033,
|
| 646 |
+
"python": 31943,
|
| 647 |
+
"r": 11288,
|
| 648 |
+
"spark": 10170,
|
| 649 |
+
"sql": 32720,
|
| 650 |
+
"tableau": 11008
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"year_month": "2023-03",
|
| 654 |
+
"aws": 12458,
|
| 655 |
+
"azure": 11152,
|
| 656 |
+
"excel": 10546,
|
| 657 |
+
"java": 7649,
|
| 658 |
+
"power bi": 7868,
|
| 659 |
+
"python": 31990,
|
| 660 |
+
"r": 11358,
|
| 661 |
+
"spark": 9994,
|
| 662 |
+
"sql": 32282,
|
| 663 |
+
"tableau": 10870
|
| 664 |
+
},
|
| 665 |
+
{
|
| 666 |
+
"year_month": "2023-04",
|
| 667 |
+
"aws": 11635,
|
| 668 |
+
"azure": 10557,
|
| 669 |
+
"excel": 10562,
|
| 670 |
+
"java": 7294,
|
| 671 |
+
"power bi": 7792,
|
| 672 |
+
"python": 30482,
|
| 673 |
+
"r": 10647,
|
| 674 |
+
"spark": 9234,
|
| 675 |
+
"sql": 31096,
|
| 676 |
+
"tableau": 10430
|
| 677 |
+
},
|
| 678 |
+
{
|
| 679 |
+
"year_month": "2023-05",
|
| 680 |
+
"aws": 10394,
|
| 681 |
+
"azure": 9111,
|
| 682 |
+
"excel": 8477,
|
| 683 |
+
"java": 6004,
|
| 684 |
+
"power bi": 6869,
|
| 685 |
+
"python": 26908,
|
| 686 |
+
"r": 9339,
|
| 687 |
+
"spark": 8278,
|
| 688 |
+
"sql": 27096,
|
| 689 |
+
"tableau": 9236
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"year_month": "2023-06",
|
| 693 |
+
"aws": 11759,
|
| 694 |
+
"azure": 10793,
|
| 695 |
+
"excel": 10397,
|
| 696 |
+
"java": 6886,
|
| 697 |
+
"power bi": 8286,
|
| 698 |
+
"python": 31216,
|
| 699 |
+
"r": 10820,
|
| 700 |
+
"spark": 9729,
|
| 701 |
+
"sql": 31671,
|
| 702 |
+
"tableau": 10575
|
| 703 |
+
},
|
| 704 |
+
{
|
| 705 |
+
"year_month": "2023-07",
|
| 706 |
+
"aws": 12017,
|
| 707 |
+
"azure": 10960,
|
| 708 |
+
"excel": 10301,
|
| 709 |
+
"java": 6818,
|
| 710 |
+
"power bi": 8500,
|
| 711 |
+
"python": 31257,
|
| 712 |
+
"r": 10793,
|
| 713 |
+
"spark": 9085,
|
| 714 |
+
"sql": 31869,
|
| 715 |
+
"tableau": 10758
|
| 716 |
+
},
|
| 717 |
+
{
|
| 718 |
+
"year_month": "2023-08",
|
| 719 |
+
"aws": 13817,
|
| 720 |
+
"azure": 12193,
|
| 721 |
+
"excel": 12563,
|
| 722 |
+
"java": 7937,
|
| 723 |
+
"power bi": 9450,
|
| 724 |
+
"python": 36228,
|
| 725 |
+
"r": 13037,
|
| 726 |
+
"spark": 10533,
|
| 727 |
+
"sql": 36699,
|
| 728 |
+
"tableau": 12497
|
| 729 |
+
},
|
| 730 |
+
{
|
| 731 |
+
"year_month": "2023-09",
|
| 732 |
+
"aws": 10934,
|
| 733 |
+
"azure": 10221,
|
| 734 |
+
"excel": 9649,
|
| 735 |
+
"java": 6120,
|
| 736 |
+
"power bi": 7764,
|
| 737 |
+
"python": 28616,
|
| 738 |
+
"r": 9248,
|
| 739 |
+
"spark": 8383,
|
| 740 |
+
"sql": 28926,
|
| 741 |
+
"tableau": 9344
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"year_month": "2023-10",
|
| 745 |
+
"aws": 11638,
|
| 746 |
+
"azure": 10923,
|
| 747 |
+
"excel": 10508,
|
| 748 |
+
"java": 6627,
|
| 749 |
+
"power bi": 8232,
|
| 750 |
+
"python": 30590,
|
| 751 |
+
"r": 9990,
|
| 752 |
+
"spark": 8723,
|
| 753 |
+
"sql": 30743,
|
| 754 |
+
"tableau": 9940
|
| 755 |
+
},
|
| 756 |
+
{
|
| 757 |
+
"year_month": "2023-11",
|
| 758 |
+
"aws": 11439,
|
| 759 |
+
"azure": 10681,
|
| 760 |
+
"excel": 9719,
|
| 761 |
+
"java": 6568,
|
| 762 |
+
"power bi": 7713,
|
| 763 |
+
"python": 30112,
|
| 764 |
+
"r": 9654,
|
| 765 |
+
"spark": 8582,
|
| 766 |
+
"sql": 29864,
|
| 767 |
+
"tableau": 9406
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"year_month": "2023-12",
|
| 771 |
+
"aws": 10266,
|
| 772 |
+
"azure": 9437,
|
| 773 |
+
"excel": 8477,
|
| 774 |
+
"java": 5755,
|
| 775 |
+
"power bi": 6980,
|
| 776 |
+
"python": 26678,
|
| 777 |
+
"r": 8367,
|
| 778 |
+
"spark": 7594,
|
| 779 |
+
"sql": 26109,
|
| 780 |
+
"tableau": 8344
|
| 781 |
+
}
|
| 782 |
+
],
|
| 783 |
+
"salary_trends": [
|
| 784 |
+
{
|
| 785 |
+
"month": "2023-01",
|
| 786 |
+
"avg": 123007,
|
| 787 |
+
"median": 115000,
|
| 788 |
+
"min": 32500,
|
| 789 |
+
"max": 475000
|
| 790 |
+
},
|
| 791 |
+
{
|
| 792 |
+
"month": "2023-02",
|
| 793 |
+
"avg": 122652,
|
| 794 |
+
"median": 115000,
|
| 795 |
+
"min": 23496,
|
| 796 |
+
"max": 375000
|
| 797 |
+
},
|
| 798 |
+
{
|
| 799 |
+
"month": "2023-03",
|
| 800 |
+
"avg": 122948,
|
| 801 |
+
"median": 117050,
|
| 802 |
+
"min": 25000,
|
| 803 |
+
"max": 375000
|
| 804 |
+
},
|
| 805 |
+
{
|
| 806 |
+
"month": "2023-04",
|
| 807 |
+
"avg": 121857,
|
| 808 |
+
"median": 115000,
|
| 809 |
+
"min": 33488,
|
| 810 |
+
"max": 525000
|
| 811 |
+
},
|
| 812 |
+
{
|
| 813 |
+
"month": "2023-05",
|
| 814 |
+
"avg": 123275,
|
| 815 |
+
"median": 115000,
|
| 816 |
+
"min": 35000,
|
| 817 |
+
"max": 425000
|
| 818 |
+
},
|
| 819 |
+
{
|
| 820 |
+
"month": "2023-06",
|
| 821 |
+
"avg": 124321,
|
| 822 |
+
"median": 115000,
|
| 823 |
+
"min": 35000,
|
| 824 |
+
"max": 425000
|
| 825 |
+
},
|
| 826 |
+
{
|
| 827 |
+
"month": "2023-07",
|
| 828 |
+
"avg": 123471,
|
| 829 |
+
"median": 115000,
|
| 830 |
+
"min": 20000,
|
| 831 |
+
"max": 390000
|
| 832 |
+
},
|
| 833 |
+
{
|
| 834 |
+
"month": "2023-08",
|
| 835 |
+
"avg": 125819,
|
| 836 |
+
"median": 115000,
|
| 837 |
+
"min": 30000,
|
| 838 |
+
"max": 550000
|
| 839 |
+
},
|
| 840 |
+
{
|
| 841 |
+
"month": "2023-09",
|
| 842 |
+
"avg": 125223,
|
| 843 |
+
"median": 117750,
|
| 844 |
+
"min": 24000,
|
| 845 |
+
"max": 525000
|
| 846 |
+
},
|
| 847 |
+
{
|
| 848 |
+
"month": "2023-10",
|
| 849 |
+
"avg": 124607,
|
| 850 |
+
"median": 117803,
|
| 851 |
+
"min": 26444,
|
| 852 |
+
"max": 425000
|
| 853 |
+
},
|
| 854 |
+
{
|
| 855 |
+
"month": "2023-11",
|
| 856 |
+
"avg": 119131,
|
| 857 |
+
"median": 112350,
|
| 858 |
+
"min": 30000,
|
| 859 |
+
"max": 463500
|
| 860 |
+
},
|
| 861 |
+
{
|
| 862 |
+
"month": "2023-12",
|
| 863 |
+
"avg": 120276,
|
| 864 |
+
"median": 112500,
|
| 865 |
+
"min": 25920,
|
| 866 |
+
"max": 585000
|
| 867 |
+
}
|
| 868 |
+
],
|
| 869 |
+
"remote_breakdown": {
|
| 870 |
+
"remote": 69552,
|
| 871 |
+
"onsite": 716189,
|
| 872 |
+
"remote_pct": 8.9,
|
| 873 |
+
"onsite_pct": 91.1
|
| 874 |
+
},
|
| 875 |
+
"top_countries": [
|
| 876 |
+
{
|
| 877 |
+
"country": "United States",
|
| 878 |
+
"count": 206292
|
| 879 |
+
},
|
| 880 |
+
{
|
| 881 |
+
"country": "India",
|
| 882 |
+
"count": 51088
|
| 883 |
+
},
|
| 884 |
+
{
|
| 885 |
+
"country": "United Kingdom",
|
| 886 |
+
"count": 40375
|
| 887 |
+
},
|
| 888 |
+
{
|
| 889 |
+
"country": "France",
|
| 890 |
+
"count": 39922
|
| 891 |
+
},
|
| 892 |
+
{
|
| 893 |
+
"country": "Germany",
|
| 894 |
+
"count": 27694
|
| 895 |
+
},
|
| 896 |
+
{
|
| 897 |
+
"country": "Spain",
|
| 898 |
+
"count": 25100
|
| 899 |
+
},
|
| 900 |
+
{
|
| 901 |
+
"country": "Singapore",
|
| 902 |
+
"count": 23696
|
| 903 |
+
},
|
| 904 |
+
{
|
| 905 |
+
"country": "Sudan",
|
| 906 |
+
"count": 21781
|
| 907 |
+
},
|
| 908 |
+
{
|
| 909 |
+
"country": "Netherlands",
|
| 910 |
+
"count": 20631
|
| 911 |
+
},
|
| 912 |
+
{
|
| 913 |
+
"country": "Italy",
|
| 914 |
+
"count": 17013
|
| 915 |
+
}
|
| 916 |
+
]
|
| 917 |
+
}
|