Using the provided dataset, conduct an analysis to determine how the rental price of an apartment is influenced by its square footage, number of bedrooms, and proximity to public transportation.

Instructions:

Use a maximum of $3000$ words excluding references.

The report should be structured into $4$ sections:

$1\mathrm{.}1$ Introduction

$1\mathrm{.}2$ Discussion of Findings

$1\mathrm{.}3$ Conclusion

$1\mathrm{.}4$ Appendix $($where large output tables should be presented$)$

Apply concepts of correlation, regression, and hypothesis testing to support your analysis.

Do not share your responses, as doing so will result in a mark of $0.$

apartment$\_$data$\_$v$1.$csv

Make Model Price Year Kilometer Fuel Type Transmission Location Color Owner Seller Type Engine Max Power Max Torque Drivetrain Length Width Height Seating Capacity Fuel Tank Capacity

Honda Amaze $1\mathrm{.}2$ VX i$-$VTEC $505000201787150$ Petrol Manual Pune Grey First Corporate $1198$ cc $87$ bhp @ $6000$ rpm $109$ Nm @ $4500$ rpm FWD $399016801505535$

Maruti Suzuki Swift DZire VDI $450000201475000$ Diesel Manual Ludhiana White Second Individual $1248$ cc $74$ bhp @ $4000$ rpm $190$ Nm @ $2000$ rpm FWD $399516951555542$

Hyundai i$10$ Magna $1\mathrm{.}2$ Kappa$2220000201167000$ Petrol Manual Lucknow Maroon First Individual $1197$ cc $79$ bhp @ $6000$ rpm $112\mathrm{.}7619$ Nm @ $4000$ rpm FWD $358515951550535$

Toyota Glanza G $799000201937500$ Petrol Manual Mangalore Red First Individual $1197$ cc $82$ bhp @ $6000$ rpm $113$ Nm @ $4200$ rpm FWD $399517451510537$

Toyota Innova $2\mathrm{.}4$ VX $7$ STR $[2016-2020]1950000201869000$ Diesel Manual Mumbai Grey First Individual $2393$ cc $148$ bhp @ $3400$ rpm $343$ Nm @ $1400$ rpm RWD $473518301795755$

Maruti Suzuki Ciaz ZXi $675000201773315$ Petrol Manual Pune Grey First Individual $1373$ cc $91$ bhp @ $6000$ rpm $130$ Nm @ $4000$ rpm FWD $449017301485543$

Mercedes$-$Benz CLA $200$ Petrol Sport $1898999201547000$ Petrol Automatic Mumbai White Second Individual $1991$ cc $181$ bhp @ $5500$ rpm $300$ Nm @ $1200$ rpm FWD $4630177714325$

BMW X$1$ xDrive$20$d M Sport $2650000201775000$ Diesel Automatic Coimbatore White Second Individual $1995$ cc $188$ bhp @ $4000$ rpm $400$ Nm @ $1750$ rpm AWD $443918211612551$

Skoda Octavia $1\mathrm{.}8$ TSI Style Plus AT $[2017]1390000201756000$ Petrol Automatic Mumbai White First Individual $1798$ cc $177$ bhp @ $5100$ rpm $250$ Nm @ $1250$ rpm FWD $467018141476550$

Nissan Terrano XL $($D$)575000201585000$ Diesel Manual Mumbai White First Individual $1461$ cc $84$ bhp @ $3750$ rpm $200$ Nm @ $1900$ rpm FWD $433118221671550$

Hyundai Elite i$20$ Sportz $1\mathrm{.}2591000201720281$ Petrol Manual Mumbai Red First Individual $1197$ cc $82$ bhp @ $6000$ rpm $115$ Nm @ $4000$ rpm FWD $398517341505545$

Renault Kwid $1\mathrm{.}0$ RXT $[2016-2019]459999201822541$ Petrol Manual Bangalore Grey First Individual $999$ cc $67$ bhp @ $5500$ rpm $91$ Nm @ $4250$ rpm FWD $367915791478528$

Maruti Suzuki Ciaz Alpha Hybrid $1\mathrm{.}5$ AT $[2018-2020]1075000201930672$ Petrol Automatic Bangalore Blue First Individual $1462$ cc $103$ bhp @ $6000$ rpm $138$ Nm @ $4400$ rpm FWD $449017301485543$

Tata Harrier XZ $[2019-2020]1695000201920856$ Diesel Manual Bangalore Orange First Individual $1956$ cc $138$ bhp @ $3750$ rpm $350$ Nm @ $1750$ rpm FWD $459818941706550$

Volkswagen Polo GT TSI $944999201741417$ Petrol Automatic Bangalore Grey First Individual $1197$ cc $103$ bhp @ $5000$ rpm $175$ Nm @ $1500$ rpm FWD $397116821469545$

Maruti Suzuki Celerio ZXi AMT $[2019-2020]569000201611471$ Petrol Automatic Bangalore Red First Individual $998$ cc $67$ bhp @ $6000$ rpm $90$ Nm @ $3500$ rpm FWD $369516001560535$

Maruti Suzuki Alto $800$ LXi $($O$)44900020193583$ Petrol Manual Bangalore Grey First Individual $796$ cc $47$ bhp @ $6000$ rpm $69$ Nm @ $3500$ rpm FWD $344515151475535$

Maruti Suzuki Baleno Alpha Automatic $894999201821365$ Petrol Automatic Bangalore Grey First Individual $1197$ cc $82$ bhp @ $6000$ rpm $113$ Nm @ $4200$ rpm FWD $399517451510537$

Maruti Suzuki Wagon R ZXi $1\mathrm{.}2$ AMT $699000202030777$ Petrol Automatic Bangalore White First Individual $1197$ cc $82$ bhp @ $6000$ rpm $113$ Nm @ $4200$ rpm FWD $365516201675532$

Hyundai Creta $1\mathrm{.}6$ E Petrol $740000201660125$ Petrol Manual Delhi Silver First Individual $1591$ cc $122$ bhp @ $6400$ rpm $154$ Nm @ $4850$ rpm FWD $427017801630560$

Maruti Suzuki S$-$Presso VXi AMT $47000020202169$ Petrol Automatic Mumbai Grey First Individual $998$ cc $67$ bhp @ $5500$ rpm $90$ Nm @ $3500$ rpm FWD $356515201564527$

Volkswagen Vento Comfortline Petrol AT $765000201560240$ Petrol Automatic Bangalore Brown First Individual $1197$ cc $103$ bhp @ $5000$ rpm $153$ Nm @ $3800$ rpm FWD $438416991466555$

Hyundai Santro Sportz AMT $[2018-2020]589000201813772$ Petrol Automatic Bangalore White First Individual $1086$ cc $68$ bhp @ $5500$ rpm $99$ Nm @ $4500$ rpm FWD $361016451560535$

Hyundai Venue SX $1\mathrm{.}0($O$)$ Petrol $[2019-2020]999000201927464$ Petrol Manual Bangalore Blue First Individual $998$ cc $118$ bhp @