title: How to order the bars in a seaborn barplot
body: <p>Before closing the question as a duplicate please read the question fully.</p>
  <p>I am trying to plot a barplot on the <code>job_title</code>, <code>salary_in_usd</code> cols.</p>
  <p>I used the following code:</p>
  <pre><code>job_salary = df[['job_title', 'salary_in_usd']]
  job_salary = job_salary.sort_values(['salary_in_usd']).reset_index(drop=True)
  fig = plt.figure(figsize=(14,12))
  sns.barplot('job_title',
          'salary_in_usd',
           data=job_salary,
           ci=None)
  plt.xticks(rotation=90);
  </code></pre>
  <p>This is the output I am getting and it is not ordering fully.</p>
  <p><a href="https://i.stack.imgur.com/CVxNo.png" rel="nofollow noreferrer"><img src="https://i.stack.imgur.com/CVxNo.png" alt="enter image description here" /></a></p>
  <p>I know that there is already a question related to this on stackoverflow. But it was not helpful at all. I tried all the answers posted on that question, but to no avail.</p>
  <p>I am working on the following data set: <a href="https://www.kaggle.com/saurabhshahane/data-science-jobs-salaries" rel="nofollow noreferrer">https://www.kaggle.com/saurabhshahane/data-science-jobs-salaries</a></p>
  <pre><code>job_title,salary_in_usd
  Data Science Consultant,64369
  Data Scientist,68428
  Head of Data Science,85000
  Head of Data,230000
  Machine Learning Engineer,125000
  Data Analytics Manager,120000
  Research Scientist,450000
  Data Analyst,46759
  Data Engineer,74130
  Data Science Engineer,127543
  Manager Data Science,144000
  Data Scientist,13400
  Data Scientist,75966
  Data Scientist,150000
  Data Science Consultant,103000
  Data Engineering Manager,153000
  Data Engineer,90000
  Data Analyst,90000
  Data Analyst,60000
  Data Scientist,50000
  AI Scientist,12000
  3D Computer Vision Researcher,5423
  ML Engineer,270000
  Applied Data Scientist,54376
  Machine Learning Engineer,47681
  Director of Data Science,154963
  Data Engineer,28801
  Data Analytics Engineer,110000
  Research Scientist,83000
  Machine Learning Engineer,250000
  Data Analyst,59601
  Data Analyst,80000
  Data Analyst,10000
  Machine Learning Engineer,138000
  Data Engineer,140000
  Data Analytics Engineer,79866
  Lead Data Analyst,170000
  Data Analyst,80000
  Data Scientist,45760
  BI Data Analyst,100000
  Data Scientist,53641
  Head of Data,235000
  BI Data Analyst,150000
  Data Engineering Manager,79833
  Machine Learning Scientist,225000
  Data Science Consultant,77481
  Machine Learning Infrastructure Engineer,50180
  Marketing Data Analyst,89402
  Lead Data Engineer,103750
  Director of Data Engineering,114125
  Machine Learning Engineer,95362
  Data Engineer,30509
  Data Engineer,150000
  Data Engineer,115000
  Research Scientist,187917
  Data Analyst,51814
  Data Engineer,106000
  Data Engineer,112872
  BI Data Analyst,36732
  Data Engineer,150000
  ML Engineer,15966
  Computer Vision Software Engineer,96554
  Computer Vision Software Engineer,70000
  Financial Data Analyst,450000
  Data Scientist,76958
  Cloud Data Engineer,89514
  Data Scientist,29831
  Lead Data Engineer,276000
  Data Engineer,188000
  Cloud Data Engineer,160000
  Data Scientist,105000
  Data Engineer,200000
  Data Engineering Manager,174000
  Data Analyst,93000
  Data Scientist,28475
  Research Scientist,61270
  Data Scientist,90000
  Data Engineer,70139
  Data Analyst,6072
  Data Engineer,33511
  Principal Data Analyst,170000
  Data Engineer,96833
  Data Engineer,13105
  Data Scientist,36952
  Data Engineer,72625
  Data Analyst,91000
  Big Data Architect,99956
  Data Scientist,165000
  Data Analyst,80000
  Data Scientist,103954
  Data Engineer,21695
  Research Scientist,42000
  Lead Data Scientist,115000
  Research Scientist,63971
  Machine Learning Scientist,260000
  Head of Data Science,110000
  Data Architect,180000
  Data Analyst,200000
  Big Data Engineer,109024
  Director of Data Engineering,200000
  ML Engineer,256000
  Data Engineer,110000
  Data Scientist,79833
  Data Engineer,72500
  Machine Learning Engineer,185000
  Data Engineer,70329
  Research Scientist,100000
  Data Engineer,112000
  Machine Learning Engineer,150000
  Data Scientist,21843
  AI Scientist,55000
  Data Scientist,58000
  Data Scientist,100000
  Data Scientist,78340
  Machine Learning Engineer,85000
  Data Science Consultant,77481
  Staff Data Scientist,105000
  Data Analyst,72000
  Data Engineer,65561
  Data Engineer,30337
  Data Engineer,111775
  Data Engineer,93150
  Lead Data Engineer,160000
  Data Scientist,25747
  Machine Learning Engineer,66442
  Data Scientist,16949
  Data Analyst,64369
  Lead Data Scientist,190000
  Director of Data Science,143043
  Big Data Engineer,16271
  Data Analyst,71968
  Data Scientist,35735
  Data Scientist,135000
  Machine Learning Engineer,25032
  Data Science Manager,54238
  Machine Learning Engineer,24407
  BI Data Analyst,9272
  Data Scientist,147000
  Research Scientist,96357
  Data Science Manager,174000
  Business Data Analyst,135000
  Machine Learning Engineer,21844
  Lead Data Engineer,125000
  Data Scientist,51321
  Data Scientist,40481
  Data Science Consultant,70329
  Data Analytics Engineer,50000
  Data Engineer,4000
  Data Scientist,39916
  Lead Data Analyst,87000
  Data Engineer,26224
  Data Scientist,91500
  Big Data Engineer,22671
  Data Scientist,5695
  Machine Learning Engineer,81000
  Data Scientist,40798
  Data Scientist,2876
  Data Science Consultant,90000
  Data Scientist,61985
  Machine Learning Infrastructure Engineer,195000
  Data Scientist,38144
  Data Analyst,85000
  Principal Data Scientist,416000
  Machine Learning Scientist,225000
  Data Scientist,56578
  Data Scientist,33899
  Data Scientist,117583
  Machine Learning Engineer,47129
  Data Analyst,8000
  Data Engineer,41689
  Big Data Engineer,114047
  Machine Learning Engineer,89402
  Data Science Consultant,5707
  Lead Data Engineer,56000
  Computer Vision Engineer,28850
  Data Scientist,89402
  Machine Learning Engineer,43331
  Product Data Analyst,6072
  Data Engineer,47899
  BI Data Analyst,98000
  Data Engineer,66400
  Research Scientist,57217
  Machine Learning Engineer,25032
  Data Analytics Manager,120000
  Data Engineer,20000
  Director of Data Science,325000
  Machine Learning Engineer,200000
  AI Scientist,45896
  Data Scientist,160000
  Research Scientist,50000
  Data Science Engineer,40529
  Principal Data Engineer,600000
  Data Scientist,13000
  Data Engineer,165000
  Big Data Engineer,5898
  Data Scientist,42197
  Principal Data Engineer,185000
  Data Scientist,62726
  Data Scientist,91500
  Data Scientist,21669
  Data Engineer,110000
  Data Analytics Manager,140000
  Data Scientist,120000
  Data Scientist,87961
  Finance Data Analyst,62250
  Machine Learning Scientist,12000
  Data Engineer,77481
  Machine Learning Engineer,74000
  Data Science Manager,152000
  Big Data Engineer,18000
  Computer Vision Engineer,60000
  Data Scientist,130000
  Computer Vision Engineer,19052
  Business Data Analyst,59601
  Principal Data Scientist,175228
  Principal Data Scientist,148261
  Data Scientist,38776
  Data Scientist,47204
  Data Scientist,4000
  AI Scientist,18102
  Data Scientist,91237
  Data Scientist,62726
  Data Scientist,115000
  Principal Data Scientist,235000
  Lead Data Analyst,19661
  AI Scientist,12000
  Data Analyst,75000
  Data Analyst,62000
  Data Scientist,73000
  Data Engineer,45773
  Data Science Manager,190200
  Data Scientist,118000
  Data Scientist,138350
  Data Engineer,130800
  Machine Learning Engineer,45618
  Director of Data Science,168000
  Data Scientist,119353
  Applied Machine Learning Scientist,423000
  Data Engineer,28608
  Data Specialist,165000
  Data Scientist,412000
  Principal Data Scientist,151000
  Data Scientist,105000
  Business Data Analyst,100000
  Data Science Manager,94917
  </code></pre>