Question: Data Preparation Use the dataset provided (2023 values only). Use State or Province of Headquarter as your geographic variable. The dataset may contain some missing

Data Preparation

Use the dataset provided (2023 values only).

Use "State or Province of Headquarter" as your geographic variable.

The dataset may contain some missing data. For this preliminary assessment, you should utilise the easiest approach to handle the missing data that you can find.

Clearly explain your approach in the report, noting that the impact of missing data should not be significant for this preliminary analysis

A B C D E F G H K N IdentifierRIC * Year *|Company Names GICS Sector Name .|Country of Headquarters . State or Province of Headquarter .|Current Assets .|Current Liabilities. Total Liabilities . Total Assets . Retained Earning . EBIT Total Revenue * Market Value 208.HK 2023 MMG Ltd Materials Australia VICTORIA 1395100000 2201200000 9777400000 11900800000 -1101200000 534300000 4346500000 2560698333 14D.AX 2023 1414 Degrees Ltd Industrials Australia SOUTH AUSTRALIA 3070319.635 581095.2238 595400.46 6484224.911 -16110435.62 -969729.694 76918.97477 9244979.806 1712.HK 2023 Dragon Mining Ltd Materials Australia WESTERN AUSTRALIA 32478225.04 8317727.096 26938294.64 73762453.78 -48793609.5 41197060.81 33406681.28 1752.HK 2023 Top Education Group Ltd Consumer Discretionar Australia NEW SOUTH WALES 29727693.9 9579042.096 18480151.98 50820917.91 6486018.065 1365196.81 17896876.98 13416610.15 1AD.AX 2023 Adalta Lid Health Care Australia VICTORIA 5130873.579 3871739.493 3881705.163 5154877.846 -26840722.59 -3205466.12 2354264.574 8593734.702 1AE.AX 2023 Aurora Energy Metals Ltd Materials Australia WESTERN AUSTRALIA 2575909.076 116548.3452 116548.3452 2855407.793 7030650.268 -3774035.93 12468280.3 1AG.AX 2023 Alterra Ltd Consumer Staples Australia WESTERN AUSTRALIA 1076571.186 825876.3125 12524661.57 19179354.54 -6036461.55 -1473691.32 35161.87976 4111678.262 1ALAX 2023 Algorae Pharmaceuticals Ltd Health Care Australia VICTORIA 2804379.562 299876.679 299876.679 2807692.564 -50979655.37 -1391507.52 28010.53228 11313036.37 I CG.AX 2023 One Click Group Lid Industrials Australia WESTERN AUSTRALIA 1675524.199 758435.8805 876963.8321 1972637.443 -7632825.535 -1736425.98 2632920.875 5623792.674 1MC.AX 2023 Morella Corporation Ltd Materials Australia WESTERN AUSTRALIA 6973062.694 1272492.751 3765590.108 11217364.93 -199044795.5 -3334433.22 319788.0212 23142674.04 ITTAX 2023 Thrive Tribe Technologies Ltd Information Technology Australia NEW SOUTH WALES 3914455.221 328080.5253 3661080.559 4808279.172 15731460.19 -982441.756 320814.5852 3635983.562 29M.AX tals Lid Materials Australia VICTORIA 208835286.7 177407843.8 380584025.1 668200050.4 -253869098.3 -90863030.6 6278133. 308048996.4 3DA.AX 2023 Amaero International Ltd Industrials Australia VICTORIA 6754951.172 1492637.403 2191680.832 12163090.36 -22245835.42 -6399520.05 526953.9713 78344308.96 GDP.AX 2023 Pointerra Ltd Information Technology Australia WESTERN AUSTRALIA 2855394.461 4031283.538 3121034.563 10291670.83 -2978942.11 4886971.303 21389951.03 3PLAX 2023 3P Learning Ltd Consumer Discretionar Australia NEW SOUTH WALES 28513148.69 38500816.59 41358530.81 175139152.8 10447621.9 4095590.44 71396193.71 262193686.2 4DS.AX 2023 4DS Memory Ltd Information Technology Australia WESTERN AUSTRALIA 3773669.3 129260.4073 129260.4073 3901443.189 -36125934.07 -3831083.56 27357.26427 102436822.3 4DX.AX 2023 4DMedical Ltd Health Care Australia VICTORIA 52354397.89 11379988.67 14307329.27 61942819.05 -75156437.69 -20943205.7 479005.4328 190327027.5 5GG.AX 2023 Pentanet Ltd Communication Service Australia WESTERN AUSTRALIA 8087191.281 5267473.253 11293537.31 32061460.52 -21448521.81 -4800853.25 13969269.74 15779497.29 5GN.AX 2023 50 Networks Ltd Information Technology Australia VICTORIA 13966603.34 55438456.15 71046228.71 77892210.78 -127013298.7 -803919.608 64085591.44 52135750.15 BCO.AX 2023 8Common Lid Information Technology Australia NEW SOUTH WALES 835383.128 1706576.009 1792374.096 3824844.182 -7797346.932 -1383181.68 5027857.214 8546076.128 92E.AX 2023 92 Energy Ltd Energy Australia WESTERN AUSTRALIA 2329680.365 173216.0117 177975.5358 3660740.593 -12668199.85 -5654894.51 1891737.493 35953995.64 A1 M.AX 2023 AIC Mines Ltd Materials Australia WESTERN AUSTRALIA 33067359.93 12122121.12 26937306.27 129787021.3 1571176.216 -3476319.03 83748291.84 108655072.5 A1N.AX 2023 ARN Media Ltd Communication Service Austra NEW SOUTH WALES 69735023.12 37745074.67 242752463.5 39008.3 -857904700.9 24560244.6 227652663 213187127.1 A2B.AX 2023 A28 Australia Ltd Industrials Australia NEW SOUTH WALES 61585841.42 33852614.74 48059194.08 123213012 19206745.99 5856081.06 98157517.58 127426603.5 43D.AX 2023 Aurora Labs Ltd Industrials Australia WESTERN AUSTRALIA 1113581.975 461027.2306 479518.7148 1451694.831 -22862313.77 -2349605.04 89697.6969 5719464.988

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