| Restaurants | App | Take Out Service | Town Population | Outdoor Dining | Distance from Town Center | Monthly Revenue |
| LPK | 1 | 0 | 70,000 | 0 | 4 | $147,900 | | The data provided includes operational variables of numerous restaurants throughout the Tri-state area. |
| WDU | 0 | 1 | 140,000 | 0 | 2 | $492,000 | | You are to mine this to gain insights on how to adjust your strategy in opening a restaurant to achieve the highest revenue. |
| LJP | 1 | 0 | 50,000 | 0 | 5 | $148,000 | | The restaurants in this file are rated ($$ out of $$$$) regarding price of dining. |
| SMM | 1 | 1 | 130,000 | 0 | 5 | $225,000 |
| SLV | 0 | 1 | 140,000 | 0 | 3 | $428,583 | | Restaurant: Identifier of restaurant location |
| NGT | 0 | 1 | 110,000 | 0 | 4 | $315,146 | | App: Whether the restaurant belongs to an App network where the App lets people remotely book reservations (there is no penalty to consumers who do not show for reservations) |
| WWD | 1 | 0 | 50,000 | 0 | 3 | $136,700 | | | | (1 the restaurant uses the App, 0 they do not) |
| ARR | 0 | 0 | 100,000 | 0 | 5 | $174,896 | | Take Out Service: Whether the restaurant services take out orders. |
| PLM | 1 | 1 | 80,000 | 0 | 5 | $264,271 | | Town Population: The population of the surrounding 10 mile radius of the restaraunt. |
| AVL | 0 | 1 | 190,000 | 1 | 2 | $531,708 | | OutDoor Dining: Whether the restaurant provides outdoor dining. |
| SPK | 1 | 1 | 110,000 | 0 | 6 | $174,208 | | Dist. from Twn Center: The amount of miles the restaurant is from the nearest town center. |
| FJK | 1 | 1 | 90,000 | 0 | 6 | $142,583 | | Monthly Revenue: The monthly revenue generated by the restaurant |
| SRD | 1 | 1 | 80,000 | 0 | 2 | $139,833 |
| VAR | 1 | 1 | 100,000 | 1 | 5 | $263,583 |
| DME | 1 | 0 | 120,000 | 0 | 2 | $428,583 |
| SET | 0 | 1 | 120,000 | 0 | 7 | $264,958 |
| RJM | 0 | 1 | 150,000 | 0 | 3 | $407,958 |
| MJW | 1 | 0 | 30,000 | 0 | 5 | $162,750 |
| SJP | 1 | 1 | 90,000 | 0 | 7 | $244,333 | | As a restaurant investor, you have an opportunity to open a restaurant at a location less then 3 miles from the center of a NJ town. |
| PT | 1 | 1 | 190,000 | 0 | 2 | $407,958 | | The population of the town is 21,000 people. If the owner of the building will rent you the space for $5,000 a month and your monthly operating |
| CHH | 1 | 0 | 140,000 | 0 | 2 | $332,333 | | costs are $350,000 a month, and you also must spend $85,000 to rennovate the building, How many months will it take you to generate a profit? |
| MCE | 1 | 0 | 50,000 | 0 | 6 | $98,583 | | (what is your profit at the end of that month?) |
| LJP | 1 | 1 | 70,000 | 0 | 5 | $131,583 |
| SMM | 1 | 0 | 100,000 | 0 | 6 | $162,750 | | A high net worth Tech developer has offered to pay you $100,000 a month to use the restaurant App for promotional purposes. The App data is included in this data set. Is it worth for you to use the App? Yes or No and provide the $$ amount to support your answer. |
| SLV | 0 | 0 | 100,000 | 0 | 7 | $181,083 |
| NGT | 0 | 0 | 60,000 | 0 | 5 | $152,208 | | Use a decision tree to calculale your answers. Assume that your monthly revenue is equal to the average monthly estimate in the tree diagram. |
| WWD | 1 | 1 | 160,000 | 0 | 6 | $216,833 |
| ARR | 0 | 1 | 120,000 | 0 | 5 | $222,333 |
| ART | 1 | 1 | 110,000 | 0 | 4 | $202,396 |
| ABB | 1 | 0 | 100,000 | 0 | 4 | $222,333 |
| CCF | 0 | 1 | 170,000 | 1 | 2 | $531,708 |
| AGT | 0 | 0 | 70,000 | 0 | 7 | $164,583 |
| AWS | 1 | 1 | 60,000 | 0 | 6 | $165,271 |
| CJE | 1 | 1 | 150,000 | 0 | 7 | $203,771 |
| CZO | 0 | 1 | 80,000 | 0 | 3 | $153,583 |
| YER | 1 | 1 | 110,000 | 0 | 4 | $258,083 |
| WWK | 0 | 0 | 200,000 | 0 | 3 | $483,583 |
| PLM | 0 | 0 | 320,000 | 1 | 4 | $744,833 |
| AVL | 0 | 1 | 120,000 | 0 | 6 | $181,083 |
| SPK | 1 | 1 | 240,000 | 0 | 5 | $162,750 |
| FJK | 0 | 1 | 120,000 | 1 | 3 | $263,583 |
| SRD | 1 | 1 | 110,000 | 0 | 3 | $311,708 |
| VAR | 0 | 1 | 130,000 | 0 | 5 | $291,083 |
| DME | 0 | 0 | 110,000 | 0 | 3 | $397,646 |
| SET | 1 | 0 | 110,000 | 0 | 4 | $283,797 |
| RJM | 1 | 0 | 190,000 | 0 | 6 | $129,521 |
| RAK | 0 | 1 | 100,000 | 1 | 2 | $407,958 |
| RIM | 1 | 0 | 230,000 | 0 | 6 | $43,957 |
| BEK | 0 | 0 | 110,000 | 0 | 5 | $226,470 |
| ELM | 1 | 0 | 250,000 | 0 | 8 | $104,960 |
| GDJ | 0 | 1 | 110,000 | 0 | 3 | $346,083 |
| MDD | 1 | 1 | 150,000 | 0 | 4 | $254,417 |
| MJM | 1 | 0 | 200,000 | 0 | 7 | $25,708 |
| PAK | 0 | 1 | 110,000 | 1 | 3 | $359,833 |
| PFK | 1 | 0 | 200,000 | 0 | 7 | $90,726 |
| ETY | 0 | 1 | 180,000 | 0 | 4 | $139,833 |
| HGD | 0 | 0 | 100,000 | 1 | 3 | $530,997 |
| PIN | 1 | 0 | 100,000 | 0 | 2 | $25,250 |
| BFE | 1 | 0 | 210,000 | 0 | 4 | $223,448 |
| EFR | 1 | 0 | 210,000 | 0 | 6 | $160,458 |
| MJK | 1 | 0 | 230,000 | 0 | 6 | $149,789 |
| TAC | 0 | 1 | 110,000 | 0 | 5 | $257,402 |
| TEY | 0 | 1 | 290,000 | 1 | 3 | $555,460 |
| SAM | 1 | 0 | 240,000 | 0 | 7 | $122,972 |
| CEW | 1 | 0 | 150,000 | 0 | 6 | $140,615 |
| AIZ | 0 | 1 | 110,000 | 1 | 2 | $464,938 |
| HEN | 1 | 0 | 230,000 | 0 | 6 | $149,789 |
| MDT | 0 | 0 | 160,000 | 0 | 5 | $245,115 |
| SDE | 0 | 1 | 330,000 | 1 | 2 | $850,853 |
| EFC | 0 | 0 | 190,000 | 0 | 5 | $257,402 |
| LMC | 0 | 0 | 300,000 | 1 | 2 | $733,258 |
| THH | 1 | 0 | 170,000 | 0 | 5 | $236,083 |
| KNE | 0 | 1 | 110,000 | 0 | 5 | $245,115 |
| DMJ | 1 | 0 | 190,000 | 0 | 6 | $142,583 |
| MCC | 1 | 1 | 160,000 | 0 | 4 | $231,958 |
| JAK | 1 | 0 | 190,000 | 0 | 5 | $142,583 |
| BLM | 1 | 1 | 290,000 | 1 | 2 | $621,083 |
| JJJ | 1 | 1 | 140,000 | 1 | 2 | $464,938 |
| CJG | 1 | 1 | 130,000 | 0 | 2 | $485,968 |
| BER | 0 | 0 | 160,000 | 0 | 6 | $181,083 |
| CHM | 0 | 1 | 300,000 | 1 | 2 | $666,917 |
| JDN | 0 | 1 | 190,000 | 0 | 3 | $464,938 |
| SEG | 1 | 0 | 80,000 | 0 | 6 | $140,615 |
| KLR | 0 | 0 | 280,000 | 0 | 2 | $552,333 |
| LPE | 1 | 1 | 50,000 | 0 | 6 | $140,615 |
| IJN | 1 | 1 | 100,000 | 0 | 2 | $318,583 |
| EFD | 0 | 0 | 140,000 | 1 | 2 | $456,083 |
| UHG | 0 | 0 | 150,000 | 0 | 4 | $253,271 |
| ODN | 0 | 0 | 220,000 | 1 | 2 | $581,070 |
| EDJ | 1 | 1 | 50,000 | 0 | 6 | $149,789 |
| ENK | 0 | 1 | 140,000 | 0 | 3 | $346,083 |
| LPK | 1 | 1 | 120,000 | 0 | 3 | $222,333 |
| WDU | 1 | 0 | 90,000 | 0 | 4 | $197,583 |
| LJP | 1 | 0 | 130,000 | 0 | 2 | $201,708 |
| SMM | 1 | 0 | 50,000 | 0 | 3 | $123,333 |
| SLV | 1 | 0 | 100,000 | 1 | 3 | $304,833 |
| NGT | 0 | 1 | 200,000 | 0 | 6 | $552,333 |
| WWD | 0 | 1 | 240,000 | 0 | 2 | $593,583 |
| ARR | 0 | 1 | 180,000 | 0 | 2 | $407,958 |
nkarmarkar4
Mgmt635segF211.xls
