Data Analysis example

1. Summary Report
Igor Ferreira
Date Created: 6/22/22
Date Opened: 6/23/22
Industry Series ID
Commercial banking CEU5552211003
Securities brokerage CEU5552312003
Portfolio management CEU5552392003
All other financial investment activities CEU5552399003
I chose these industries because of a great personal interest in capital markets and finance-related
activities, having previously pursued education in investment and financing decisions.
While most industries have their lowest months in the middle of the year, Commercial banking's
lowest month is April.
February and December are consistently high across industries.
All industries experienced general increases over the last 10 years.
2022 has been the highest year for all but one industry.
Industry with the highest average rates in the last two years:
Portfolio Management
Industry with the lowest average rates in the last two years:
Commercial Banking
Industries with similar pay:
Securities Brokerage & All other financial investment activities, including funds and trusts
Greatest increase in average rates over the last year:
All other financial investment activities, including funds and trusts

2. Pivots
Igor Ferreira
Date Created: 6/22/22
Date Opened: 6/23/22
Row Labels
Average of
Commercial banking
Average of
Securities brokerage
Average of
Portfolio management
Average of All other financial
investment activities
January $33.92 $44.80 $55.03 $43.89
February $34.62 $45.44 $55.45 $44.24
March $34.09 $44.33 $55.13 $44.19
April $33.06 $44.29 $54.71 $43.21
May $33.60 $44.13 $54.60 $42.96
June $33.18 $44.36 $54.50 $43.02
July $33.43 $43.82 $54.21 $43.03
August $33.95 $44.33 $54.53 $43.44
September $33.62 $44.71 $54.87 $43.84
October $33.94 $44.48 $54.78 $44.00
November $34.78 $45.37 $54.96 $44.38
December $34.48 $45.35 $55.65 $44.43
Grand Total $33.90 $44.62 $54.88 $43.73
Row Labels
Average of
Commercial banking
Average of
Securities brokerage
Average of
Portfolio management
Average of All other financial
investment activities
2012 $26.96 $39.41 $48.88 $36.56
2013 $26.73 $40.03 $49.83 $34.16
2014 $27.56 $41.12 $48.74 $35.24
2015 $29.47 $40.09 $50.05 $39.28
2016 $30.11 $41.39 $53.63 $44.01
2017 $31.83 $44.33 $54.64 $46.92
2018 $35.94 $47.64 $58.98 $48.74
2019 $38.99 $48.71 $60.28 $47.74
2020 $42.34 $49.03 $60.28 $50.27
2021 $46.13 $52.05 $61.56 $51.66
2022 $45.52 $54.26 $62.47 $54.46
Grand Total $33.90 $44.62 $54.88 $43.73

3. Main Data
Igor Ferreira
Date Created: 6/22/22
Date Opened: 6/23/22
Year Month Commercial banking Securities brokerage Portfolio management
All other financial
investment activities
2012 January $26.01 $41.21 $48.40 $38.58
2012 February $27.03 $38.08 $48.71 $38.78
2012 March $26.77 $38.03 $48.17 $37.39
2012 April $27.24 $39.09 $48.81 $37.17
2012 May $27.22 $39.82 $47.72 $36.12
2012 June $26.69 $38.89 $48.67 $36.49
2012 July $27.01 $38.82 $48.23 $36.59
2012 August $26.81 $40.04 $48.78 $36.12
2012 September $27.17 $39.39 $49.62 $36.12
2012 October $27.13 $39.24 $49.19 $35.27
2012 November $27.18 $40.39 $50.00 $34.87
2012 December $27.20 $39.97 $50.30 $35.27
2013 January $26.89 $39.36 $50.48 $34.22
2013 February $27.54 $41.07 $50.36 $35.21
2013 March $26.75 $39.14 $50.32 $34.93
2013 April $26.69 $40.36 $50.32 $34.17
2013 May $26.69 $40.10 $49.78 $33.97
2013 June $26.68 $41.59 $50.22 $34.00
2013 July $26.73 $39.67 $49.13 $33.82
2013 August $26.79 $38.40 $49.18 $33.73
2013 September $26.50 $40.49 $50.13 $33.61
2013 October $26.45 $40.51 $49.27 $33.58
2013 November $26.41 $40.27 $49.24 $34.02
2013 December $26.68 $39.40 $49.49 $34.60
2014 January $26.72 $37.92 $49.04 $33.71
2014 February $27.32 $40.95 $49.28 $34.24
2014 March $27.18 $40.54 $49.09 $34.23
2014 April $26.74 $40.92 $48.70 $34.09
2014 May $27.06 $40.58 $48.84 $33.95
2014 June $27.96 $42.13 $48.83 $33.85
2014 July $27.56 $40.92 $47.67 $34.15
2014 August $27.78 $40.98 $48.59 $35.23
2014 September $27.74 $41.71 $48.67 $36.29
2014 October $27.90 $41.76 $48.63 $37.02
2014 November $28.61 $43.09 $49.21 $38.31
2014 December $28.20 $41.94 $48.37 $37.85
2015 January $28.34 $41.44 $49.01 $38.94
2015 February $29.28 $42.76 $49.11 $39.17
2015 March $29.59 $41.05 $49.30 $39.73
2015 April $29.01 $40.79 $48.21 $39.43
2015 May $29.28 $41.86 $49.05 $38.52
2015 June $29.26 $40.70 $48.77 $37.79
2015 July $29.43 $38.41 $49.75 $37.58
2015 August $30.00 $38.29 $51.12 $39.24
2015 September $29.54 $37.80 $50.88 $39.74
2015 October $29.71 $38.34 $50.89 $39.51
2015 November $30.45 $39.99 $51.75 $40.90
2015 December $29.71 $39.60 $52.76 $40.84
2016 January $29.90 $40.70 $53.31 $42.00
2016 February $30.21 $40.29 $53.68 $42.93
2016 March $29.80 $38.81 $53.02 $43.24

4. Main Data
Igor Ferreira
Date Created: 6/22/22
Date Opened: 6/23/22
Year Month Commercial banking Securities brokerage Portfolio management
All other financial
investment activities
2016 April $29.40 $40.28 $53.89 $43.63
2016 May $29.89 $41.08 $54.00 $44.24
2016 June $29.16 $40.36 $53.31 $44.16
2016 July $30.29 $42.25 $53.27 $43.98
2016 August $30.49 $41.88 $53.47 $44.38
2016 September $30.44 $42.49 $53.56 $44.81
2016 October $30.57 $42.90 $53.87 $45.14
2016 November $30.78 $43.19 $53.83 $44.78
2016 December $30.40 $42.47 $54.35 $44.87
2017 January $30.50 $43.50 $54.50 $45.44
2017 February $31.53 $44.00 $53.72 $45.56
2017 March $30.31 $41.29 $53.24 $46.32
2017 April $31.31 $43.95 $54.56 $46.90
2017 May $30.99 $42.73 $54.47 $46.44
2017 June $30.80 $43.17 $53.74 $46.73
2017 July $31.64 $44.20 $54.51 $47.08
2017 August $32.15 $44.19 $54.02 $46.86
2017 September $31.84 $45.90 $54.68 $47.70
2017 October $33.48 $45.94 $56.82 $47.57
2017 November $33.78 $45.77 $54.82 $48.13
2017 December $33.66 $47.33 $56.56 $48.27
2018 January $34.39 $47.18 $57.34 $48.26
2018 February $34.56 $47.59 $57.67 $48.48
2018 March $34.26 $45.74 $57.96 $48.76
2018 April $35.20 $48.41 $59.76 $49.17
2018 May $35.85 $46.32 $59.40 $48.49
2018 June $34.90 $47.53 $59.10 $48.44
2018 July $36.13 $47.06 $59.84 $48.81
2018 August $36.38 $47.79 $58.95 $49.02
2018 September $36.79 $49.03 $59.80 $49.70
2018 October $36.52 $47.45 $58.80 $48.19
2018 November $38.17 $48.55 $59.11 $49.10
2018 December $38.16 $49.01 $60.06 $48.48
2019 January $38.31 $46.62 $58.48 $47.47
2019 February $38.12 $48.18 $60.36 $47.41
2019 March $37.45 $47.31 $59.37 $47.58
2019 April $37.75 $49.78 $60.17 $47.50
2019 May $39.22 $49.12 $60.18 $47.46
2019 June $39.04 $49.94 $60.86 $47.74
2019 July $38.21 $48.12 $59.57 $46.47
2019 August $39.47 $49.93 $60.05 $47.06
2019 September $39.40 $49.39 $61.36 $47.99
2019 October $39.01 $47.80 $59.88 $48.70
2019 November $40.75 $49.48 $60.70 $48.61
2019 December $41.20 $48.87 $62.35 $48.86
2020 January $41.14 $48.70 $61.15 $48.60
2020 February $42.38 $50.70 $62.01 $49.46
2020 March $41.29 $49.71 $61.36 $49.17
2020 April $40.64 $47.88 $60.55 $49.83
2020 May $41.43 $47.80 $59.96 $49.90
2020 June $41.45 $47.26 $59.75 $50.20

5. Main Data
Igor Ferreira
Date Created: 6/22/22
Date Opened: 6/23/22
Year Month Commercial banking Securities brokerage Portfolio management
All other financial
investment activities
2020 July $40.96 $47.78 $59.28 $50.30
2020 August $43.63 $49.48 $59.73 $50.67
2020 September $42.11 $48.85 $59.01 $50.84
2020 October $43.24 $48.84 $59.67 $51.39
2020 November $45.69 $50.08 $60.41 $51.73
2020 December $44.14 $51.30 $60.44 $51.20
2021 January $44.78 $51.80 $60.77 $50.94
2021 February $47.58 $52.07 $62.62 $50.90
2021 March $46.54 $51.73 $62.38 $50.41
2021 April $46.61 $51.48 $62.15 $50.17
2021 May $48.35 $51.84 $62.62 $50.49
2021 June $45.85 $52.00 $61.79 $50.79
2021 July $46.30 $50.92 $60.89 $51.48
2021 August $45.98 $52.27 $61.37 $52.05
2021 September $44.69 $52.01 $61.01 $51.62
2021 October $45.40 $52.06 $60.76 $53.61
2021 November $46.02 $52.84 $60.52 $53.36
2021 December $45.49 $53.59 $61.81 $54.04
2022 January $46.19 $54.33 $62.81 $54.62
2022 February $45.32 $54.17 $62.43 $54.46
2022 March $45.06 $54.27 $62.17 $54.29
$46.01 $52.49 $61.74 $52.22
$19.05 $13.06 $13.77 $15.71
-$1.48 $2.54 -$0.21 $3.88