Difference between revisions of "G2-Group14 Proposal"

Revision as of 02:43, 24 November 2019

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PROJECT MOTIVATION

Big Data, in today’s context, is indispensable. Businesses are realising its importance and how they should utilize data they have captured over the years by applying analytics. Over the years, Big Data analytics has helped organisations process their data; discovering insights, trends and uncovering potential opportunities. This has benefited these organisations by improving their decision-making and problem solving processes.

When the opportunity to work with an international restaurant franchise arose, our team was more than keen to take on the challenge. With the relevant data readily provided by our client, we will then employ skills like delineating and digitizing the trade areas of our allocated stores, then analyse how other relevant factors such as competitions and human traffic can affect their business across Taipei. In this project, we are excited to apply skill sets that we have acquired in our Geospatial classes to help identify potential hotspots and potential problems that might be occurring. We hope that our analysis can provide the client with valuable insights, and that our proposed recommendations can aid them with their business strategies and decisions in the coming years.

PROJECT OBJECTIVE

The project aims to conduct a thorough analysis of the 13 of our client’s restaurant stores located near the Tamsui River in Taiwan to evaluate the success of each individual store based on their location. We will come up with the following:

Digitized maps on the Quantum Geographic Information System (QGIS) software, based on the subzones labelled and provided to us by the international franchise
Business profiles of each store and their relative performance to each other through extracting out relevant POIs within the trade area and subzones
Setting up buffer zones to evaluate the possibility of creating an accurate business profile of each store through the use of such buffer tools, rather than digitizing the actual map areas given to us
Analyze, research and provide recommendations to our client through the creation of an interesting and informational poster filled with QGIS maps for better visualization, as well as a thorough project report.

PROJECT DATA SETS

Name of Data	Format of Data	Geographic Representation	Source
Stores
Taiwan_Stores	.shp	Point	Professor Kam Tin Seong
Land Segregation & Roads
streets	.shp	Line - MultiLineString	Professor Kam Tin Seong
VILLAGE_MOI_121_1080726	.shp	Polygon - MultiPolygon	Professor Kam Tin Seong
VILLAGE_MOI_1080726	.shp	Polygon - MultiPolygon	Professor Kam Tin Seong
TOWN_MOI_108072	.shp	Polygon - MultiPolygon	Professor Kam Tin Seong
COUNTY_MOI_1080726	.shp	Polygon - MultiPolygon	Professor Kam Tin Seong
Points of Interest
Business
Business Facility - 5000	.shp	Point	Client
Industrial Area - 9991	.shp	Point	Client
Entertn
Bar or Pub - 9532	.shp	Point	Client
Cinema - 7832	.shp	Point	Client
Nightlife - 5813	.shp	Point	Client
Performing Arts - 7929	.shp	Point	Client
CommSvc
Government Office - 9525	.shp	Point	Client
Park Recreational
Bowling Centre - 7933	.shp	Point	Client
Sports Complex - 7940	.shp	Point	Client
Sports Centre - 7997	.shp	Point	Client
EduInsts
Higher Education - 8200	.shp	Point	Client
School - 8211	.shp	Point	Client
FinInsts
ATM - 3578	.shp	Point	Client
Bank - 6000	.shp	Point	Client
Hospital
Hospital - 8060	.shp	Point	Client
Medical Service - 9583	.shp	Point	Client
Restrnts
Coffee Shop - 9996	.shp	Point	Client
Restaurant - 5800	.shp	Point	Client
TransHubs
Bus Station - 4170	.shp	Point	Client
Commuter Rail Station - 4100	.shp	Point	Client
Train Station - 4013	.shp	Point	Client
Shopping
Bookstore - 9995	.shp	Point	Client
Clothing Store - 9537	.shp	Point	Client
Electronics Store - 9987	.shp	Point	Client
Convenience Store - 9535	.shp	Point	Client
Department Store - 9545	.shp	Point	Client
Grocery Store - 5400	.shp	Point	Client
Pharmacy - 9565	.shp	Point	Client
Shopping - 6512	.shp	Point	Client
Specialty Store - 9567	.shp	Point	Client
Travel Destination
Hotel - 7011	.shp	Point	Client
MiscCategories
Residential Area or Building - 9590	.shp	Point	Client
Trade Areas
CU-20171212寬52高42(鋁)含框	.pptx	-	Client
LF-20190416寬60高76(鋁)	.pptx	-	Client
LU-20190318寬70高90(木)	.pptx	-	Client
SC-20171124寬74高90(鋁)含框	.pptx	-	Client
SZ-20190830寬88.5高100(鋁)含框	.pptx	-	Client
LW-20180109寬110高76.5(木)	.pptx	-	Client
WG-20150722寬60高比例(鋁)	.pptx	-	Client
BL	.pptx	-	Client
DC	.pptx	-	Client
DJ	.pptx	-	Client
DS	.pptx	-	Client
FW-20171115寬75高80(鋁)含框	.pptx	-	Client
ZT-20190323寬76高等比(鋁)含框	.pptx	-	Client

SCOPE OF WORK

CHALLENGES AND ERRORS INCURRED

PROJECT TIMELINE

TOOLS USED

QGIS - A Geographic Information System Software
Python - A Programming Language

REFERENCES

About:

@@ Line 114: / Line 114: @@
 |-
 | colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;"  | Business
 |-
 | Business Facility - 5000
@@ Line 126: / Line 125: @@
 | style="text-align: center;" | Client
 |-
-| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;" | CommSvc
+| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;"  | Entertn
 |-
-| Government Office - 9525
+| Bar or Pub - 9532
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;" | Park Recreational
+| Cinema - 7832
-|-
-| Bowling Centre - 7933
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| Sports Complex - 7940
+| Nightlife - 5813
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| Sports Centre - 7997
+| Performing Arts - 7929
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;"  | EduInsts
+| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;" | CommSvc
 |-
-| Higher Education - 8200
+| Government Office - 9525
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| School - 8211
+| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;" | Park Recreational
+|-
+| Bowling Centre - 7933
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;"  | Entertn
+| Sports Complex - 7940
-|-
-| Bar or Pub - 9532
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| Cinema - 7832
+| Sports Centre - 7997
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| Nightlife - 5813
+| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;"  | EduInsts
-| style="text-align: center;" | .shp
-| style="text-align: center;" | Point
-| style="text-align: center;" | Client
 |-
-| Performing Arts - 7929
+| Higher Education - 8200
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
 | style="text-align: center;" | Client
 |-
-| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;" | MiscCategories
+| School - 8211
-|-
-| Residential Area or Building - 9590
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point
@@ Line 294: / Line 286: @@
 |-
 | Hotel - 7011
+| style="text-align: center;" | .shp
+| style="text-align: center;" | Point
+| style="text-align: center;" | Client
+|-
+| colspan="4" style="background-color:rgb(230, 240, 255); text-align: center;" | MiscCategories
+|-
+| Residential Area or Building - 9590
 | style="text-align: center;" | .shp
 | style="text-align: center;" | Point

Difference between revisions of "G2-Group14 Proposal"

Revision as of 02:43, 24 November 2019

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