Explanations: Chart A: The below chart shows ranking of units in comparison with work. Chart B: The below table shows ranking of units in comparison with work. It also highlights the unit that have been working least and most. Chart C: The below chart shows ranking of units in comparison with work average of run1, run2 and runOdo. Chart D: The below graph plots unit 205836 in comparison wiht time and engine speed. Chart E: The below table shows the 6 units that have been working most with engine speed between 14 and 16. Chart F: The below graph shows the unit that have been working most (346419) with engine speed.

Row

Chart A: Barcharts (Opgave 1) The below chart shows ranking of units in comparison with work.

Row

Table B: Table (Opgave 1) The below table shows ranking of units in comparison with work. It also highlights the unit that have been working least and most.

Machines.id Machines.name Machines.deviceModel Machines.batteryLevel Machines.run1
45518 1350033 JLG_510AJ E300001821 ME401 85 4308660
46216 AUSGEBUCHT - 401053 ME401 0 9433860
47256 VERKAUF - 137865 SV100 ABYY10983 ME401 80 14382960
48790 137376 JS175W 1628695 ME401 85 16954260
48794 137391 JS175W 1628701 ME401 95 17879100
49093 137789 SV15 PCQ200932 ME401 90 5670540
49098 505039 SV100 LBYY10905 ME401 90 11127480
49102 1220176 2014_VIO80 1A211 ME401 90 8155920
49104 137929 SV15 TCQ201819 ME401 90 6180540
49106 1221721 Kramer_5085 353110132 ME401 100 915120

Row

Table C: Barchart (Opgave 2) The below chart shows ranking of units in comparison with work average of run1, run2 and runOdo.

Row

Chart D: Plot Unit 205836 (Opgave 3) The below graph plots unit 205836 in comparison wiht time and engine speed.

Row

Chart E(Opgave 3) The below table shows the 6 units that have been working most with engine speed between 14 and 16.

df_engine_t_h_agg.unitid df_engine_t_h_agg.value
346419 2106.212
309938 2066.000
309941 2047.124
210942 2044.957
346421 2005.204
194091 2002.222

Row

Chart F (Opgave 3) The below graph shows the unit that have been working most between 14 and 16 (346419) with engine speed.