1. Executive Synopsis List the highlights and breadth of the data investigation. 2. OVERVIEW The goal of the study, the dataset being used, and the correlation being sought based on the dataset variables (dependent and independent) should all be succinctly stated in this section. 3. THE DATA SELECTION METHOD Explain the acquisition strategy that was utilized to obtain the dataset (including the source and the reasoning behind the data selection). In this section, write a summary of the key data that were analyzed. The types of data, their counts, any necessary pre-processing, any procedures required to fill in any missing values, and any formatting, normalization, or conversion of categorical values to quantitative variables should all be described.

C + V localhost C C x / newyor... a C S S E S C C jupyter newyorklistingproject Last Checkpoint: 04/30/2024 (autosaved) newyorklistingproject - Jupyter Notebook localhost File Edit View Insert Kernel Widgets Help Not Trusted P Cell + Run Code In [7]: import pandas as pd df = pd. read_csv ( 'new_york_listingchart. csv' ) In [ ] : In [4] : df. head( ) Out [4] : id name host id host_name neighbourhood_group neighbourhood latitude longitude room_type price ... last_review reviews_p Rental unit in Private 0 1.312228e+06 Brooklyn . 7130382 Walter Brooklyn Clinton Hill 40.683710 -73.964610 room 55 ... 12/20/15 45.0 . 1 bedroom Rental unit in New York Entire 1 4.527754e+07 51501835 Jeniffer Manhattan Hell's Kitchen 40.766610 -73.988100 144 ... 5/1/23 . *4.67 . home/apt bedrooms Renta unit in New York Entire 2 9.713540e+17 . *4.17 . 528871354 Joshua Manhattan Chelsea 40.750764 -73.994605 home/apt 187 ... 12/18/23 bedroom Renta unit in New York John And Washington 3 3.857863e+06 19902271 40.835600 -73.942500 Private . 4.64 . 120 9/17/23 Catherine Manhattan Heights room bedroom Condo in New York Stay With Entire 4 4.089661e+07 . 4.91 . 61391963 Manhattan Murray Hill 40.751120 -73.978600 85 home/apt ... 12/3/23 Vibe Studio . 1 bed . 1... 5 rows