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"\n",
"\n",
"# Restaurant Quest using TomTom API\n",
"\n",
"## Where to Open a Chinese Restaurant in Amsterdam?\n",
"\n",
"#### About this document\n",
"* **Scope**: This is the partial story that focuses on using TomTom API to examine the surroundings of a neighborhood.
⬇ [Click here line to get the **full story**](https://nbviewer.jupyter.org/github/xding78/Sharing/blob/master/RestaurantQuest/RestaurantQuest_TomTomAPI_Full.ipynb).\n",
"* **Version**: 1.0 | Updated on: 14 Jan 2020\n",
"* **Author**: [Xinrong Ding](https://www.linkedin.com/in/xding/)\n",
"\n",
"### Table of contents\n",
" \n",
"[1. Background](#1)
\n",
"[2. Data requirements](#2)
\n",
"[3. View candidate neighborhoods on a map](#3)
\n",
"[4. Explore the surroundings](#4)
\n",
"[5. In-depth Analysis of One Neighborhood](#5)
\n",
"[6. Conclusion and future work](#6)\n",
"\n",
"
"
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"
\n", " | Neighborhood | \n", "Total Residences | \n", "Total Households | \n", "One-person Households | \n", "Population Density | \n", "Percentage of One-person Households | \n", "Lat | \n", "Lon | \n", "
---|---|---|---|---|---|---|---|---|
0 | \n", "Jordaan | \n", "19435 | \n", "12985 | \n", "8625 | \n", "23289 | \n", "66.42 | \n", "52.374500 | \n", "4.879491 | \n", "
1 | \n", "Van Lennepbuurt | \n", "6990 | \n", "4535 | \n", "3005 | \n", "28005 | \n", "66.26 | \n", "52.365144 | \n", "4.867845 | \n", "
2 | \n", "Nieuwmarkt | \n", "9765 | \n", "6485 | \n", "4285 | \n", "13741 | \n", "66.08 | \n", "52.372160 | \n", "4.900096 | \n", "
3 | \n", "Oude Pijp | \n", "14820 | \n", "9875 | \n", "6510 | \n", "23353 | \n", "65.92 | \n", "52.355216 | \n", "4.894574 | \n", "
4 | \n", "Nieuwe Pijp | \n", "12325 | \n", "7905 | \n", "5015 | \n", "23998 | \n", "63.44 | \n", "52.351856 | \n", "4.897728 | \n", "
5 | \n", "Weesperzijde | \n", "5535 | \n", "3470 | \n", "2180 | \n", "14984 | \n", "62.82 | \n", "52.357900 | \n", "4.906300 | \n", "
6 | \n", "Grachtengordel-West | \n", "6385 | \n", "4110 | \n", "2570 | \n", "14261 | \n", "62.53 | \n", "52.370837 | \n", "4.885478 | \n", "
7 | \n", "Kinkerbuurt | \n", "6590 | \n", "3950 | \n", "2460 | \n", "26135 | \n", "62.28 | \n", "52.369167 | \n", "4.866649 | \n", "
8 | \n", "Helmersbuurt | \n", "7410 | \n", "4580 | \n", "2835 | \n", "22124 | \n", "61.90 | \n", "52.363360 | \n", "4.871285 | \n", "
9 | \n", "Frederik Hendrikbuurt | \n", "8435 | \n", "5160 | \n", "3165 | \n", "23520 | \n", "61.34 | \n", "52.376956 | \n", "4.874085 | \n", "